Command-line: "/tmp_home/simpoint -maxK 76 -fixedLength off -numInitSeeds 1000 -loadFVFile /home/mxu61/new_simpoints/postgres/fingerprint/bbfp -saveSimpoints /home/mxu61/new_simpoints/postgres/simpoints/opt.p -saveSimpointWeights /home/mxu61/new_simpoints/postgres/simpoints/opt.w -saveVectorWeights /home/mxu61/new_simpoints/postgres/simpoints/vector.w -saveLabels /home/mxu61/new_simpoints/postgres/simpoints/opt.l -coveragePct .99" Using these options (*** indicates user-specified option): *** -loadFVFile : /home/mxu61/new_simpoints/postgres/fingerprint/bbfp -k : search -iters : 100 -dim : 15 *** -maxK : 76 *** -numInitSeeds : 1000 *** -coveragePct : 0.99 -bicThreshold : 0.9 -saveAll : false -initkm : samp *** -saveLabels : /home/mxu61/new_simpoints/postgres/simpoints/opt.l *** -saveSimpoints : /home/mxu61/new_simpoints/postgres/simpoints/opt.p *** -saveSimpointWeights : /home/mxu61/new_simpoints/postgres/simpoints/opt.w *** -saveVectorWeights : /home/mxu61/new_simpoints/postgres/simpoints/vector.w -saveInitCtrs : -saveFinalCtrs : -saveVectorsTxtFmt : -saveVectorsBinFmt : -saveProjMatrixTxtFmt : -saveProjMatrixBinFmt : -loadVectorsTxtFmt : -loadVectorsBinFmt : -loadProjMatrixTxtFmt : -loadProjMatrixBinFmt : -loadInitCtrs : -loadInitLabels : -loadVectorWeights : -inputVectorsGzipped : false *** -fixedLength : off -numFVs : -1 -FVDim : -1 -sampleSize : -1 -seedkm : 493575226 -seedproj : 2042712918 -seedsample : 385089224 -verbose : 0 ------------------------------------------------------------- Loading data from frequency vector file '/home/mxu61/new_simpoints/postgres/fingerprint/bbfp' (size: 5920x25181) Created random projection matrix (size: 25181x15) Loaded and projected frequency vector file Saving weights of each input vector to file '/home/mxu61/new_simpoints/postgres/simpoints/vector.w' Searching for best clustering for k <= 76 -------------------------------------------------------------- Run number 1 of at most 9, k = 1 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 1000; initialization seed = 493575226 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #2 of 1000; initialization seed = 493575227 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #3 of 1000; initialization seed = 493575228 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #4 of 1000; initialization seed = 493575229 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #5 of 1000; initialization seed = 493575230 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #6 of 1000; initialization seed = 493575231 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #7 of 1000; initialization seed = 493575232 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #8 of 1000; initialization seed = 493575233 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #9 of 1000; initialization seed = 493575234 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #10 of 1000; initialization seed = 493575235 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #11 of 1000; initialization seed = 493575236 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #12 of 1000; initialization seed = 493575237 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #13 of 1000; initialization seed = 493575238 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #14 of 1000; initialization seed = 493575239 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #15 of 1000; initialization seed = 493575240 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #16 of 1000; initialization seed = 493575241 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #17 of 1000; initialization seed = 493575242 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #18 of 1000; initialization seed = 493575243 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #19 of 1000; initialization seed = 493575244 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #20 of 1000; initialization seed = 493575245 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #21 of 1000; initialization seed = 493575246 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #22 of 1000; initialization seed = 493575247 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #23 of 1000; initialization seed = 493575248 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #24 of 1000; initialization seed = 493575249 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #25 of 1000; initialization seed = 493575250 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #26 of 1000; initialization seed = 493575251 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #27 of 1000; initialization seed = 493575252 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #28 of 1000; initialization seed = 493575253 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #29 of 1000; initialization seed = 493575254 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #30 of 1000; initialization seed = 493575255 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #31 of 1000; initialization seed = 493575256 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #32 of 1000; initialization seed = 493575257 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #33 of 1000; initialization seed = 493575258 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #34 of 1000; initialization seed = 493575259 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #35 of 1000; initialization seed = 493575260 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #36 of 1000; initialization seed = 493575261 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #37 of 1000; initialization seed = 493575262 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #38 of 1000; initialization seed = 493575263 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #39 of 1000; initialization seed = 493575264 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #40 of 1000; initialization seed = 493575265 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #41 of 1000; initialization seed = 493575266 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #42 of 1000; initialization seed = 493575267 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #43 of 1000; initialization seed = 493575268 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #44 of 1000; initialization seed = 493575269 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #45 of 1000; initialization seed = 493575270 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #46 of 1000; initialization seed = 493575271 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #47 of 1000; initialization seed = 493575272 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #48 of 1000; initialization seed = 493575273 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #49 of 1000; initialization seed = 493575274 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #50 of 1000; initialization seed = 493575275 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #51 of 1000; initialization seed = 493575276 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #52 of 1000; initialization seed = 493575277 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #53 of 1000; initialization seed = 493575278 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #54 of 1000; initialization seed = 493575279 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #55 of 1000; initialization seed = 493575280 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #56 of 1000; initialization seed = 493575281 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #57 of 1000; initialization seed = 493575282 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #58 of 1000; initialization seed = 493575283 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #59 of 1000; initialization seed = 493575284 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #60 of 1000; initialization seed = 493575285 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #61 of 1000; initialization seed = 493575286 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #62 of 1000; initialization seed = 493575287 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #63 of 1000; initialization seed = 493575288 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #64 of 1000; initialization seed = 493575289 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #65 of 1000; initialization seed = 493575290 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #66 of 1000; initialization seed = 493575291 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #67 of 1000; initialization seed = 493575292 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #68 of 1000; initialization seed = 493575293 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #69 of 1000; initialization seed = 493575294 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #70 of 1000; initialization seed = 493575295 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #71 of 1000; initialization seed = 493575296 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #72 of 1000; initialization seed = 493575297 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #73 of 1000; initialization seed = 493575298 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #74 of 1000; initialization seed = 493575299 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #75 of 1000; initialization seed = 493575300 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #76 of 1000; initialization seed = 493575301 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #77 of 1000; initialization seed = 493575302 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #78 of 1000; initialization seed = 493575303 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #79 of 1000; initialization seed = 493575304 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #80 of 1000; initialization seed = 493575305 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #81 of 1000; initialization seed = 493575306 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #82 of 1000; initialization seed = 493575307 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #83 of 1000; initialization seed = 493575308 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #84 of 1000; initialization seed = 493575309 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #85 of 1000; initialization seed = 493575310 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #86 of 1000; initialization seed = 493575311 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #87 of 1000; initialization seed = 493575312 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #88 of 1000; initialization seed = 493575313 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #89 of 1000; initialization seed = 493575314 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #90 of 1000; initialization seed = 493575315 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #91 of 1000; initialization seed = 493575316 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #92 of 1000; initialization seed = 493575317 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #93 of 1000; initialization seed = 493575318 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #94 of 1000; initialization seed = 493575319 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #95 of 1000; initialization seed = 493575320 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #96 of 1000; initialization seed = 493575321 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #97 of 1000; initialization seed = 493575322 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #98 of 1000; initialization seed = 493575323 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #99 of 1000; initialization seed = 493575324 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #100 of 1000; initialization seed = 493575325 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #101 of 1000; initialization seed = 493575326 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #102 of 1000; initialization seed = 493575327 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #103 of 1000; initialization seed = 493575328 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #104 of 1000; initialization seed = 493575329 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #105 of 1000; initialization seed = 493575330 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #106 of 1000; initialization seed = 493575331 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #107 of 1000; initialization seed = 493575332 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #108 of 1000; initialization seed = 493575333 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #109 of 1000; initialization seed = 493575334 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #110 of 1000; initialization seed = 493575335 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #111 of 1000; initialization seed = 493575336 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #112 of 1000; initialization seed = 493575337 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #113 of 1000; initialization seed = 493575338 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #114 of 1000; initialization seed = 493575339 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #115 of 1000; initialization seed = 493575340 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #116 of 1000; initialization seed = 493575341 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #117 of 1000; initialization seed = 493575342 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #118 of 1000; initialization seed = 493575343 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #119 of 1000; initialization seed = 493575344 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #120 of 1000; initialization seed = 493575345 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #121 of 1000; initialization seed = 493575346 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #122 of 1000; initialization seed = 493575347 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #123 of 1000; initialization seed = 493575348 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #124 of 1000; initialization seed = 493575349 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #125 of 1000; initialization seed = 493575350 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #126 of 1000; initialization seed = 493575351 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #127 of 1000; initialization seed = 493575352 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #128 of 1000; initialization seed = 493575353 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #129 of 1000; initialization seed = 493575354 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #130 of 1000; initialization seed = 493575355 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #131 of 1000; initialization seed = 493575356 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #132 of 1000; initialization seed = 493575357 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #133 of 1000; initialization seed = 493575358 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #134 of 1000; initialization seed = 493575359 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #135 of 1000; initialization seed = 493575360 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #136 of 1000; initialization seed = 493575361 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #137 of 1000; initialization seed = 493575362 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #138 of 1000; initialization seed = 493575363 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #139 of 1000; initialization seed = 493575364 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #140 of 1000; initialization seed = 493575365 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #141 of 1000; initialization seed = 493575366 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #142 of 1000; initialization seed = 493575367 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #143 of 1000; initialization seed = 493575368 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #144 of 1000; initialization seed = 493575369 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #145 of 1000; initialization seed = 493575370 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #146 of 1000; initialization seed = 493575371 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #147 of 1000; initialization seed = 493575372 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #148 of 1000; initialization seed = 493575373 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #149 of 1000; initialization seed = 493575374 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #150 of 1000; initialization seed = 493575375 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #151 of 1000; initialization seed = 493575376 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #152 of 1000; initialization seed = 493575377 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #153 of 1000; initialization seed = 493575378 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #154 of 1000; initialization seed = 493575379 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #155 of 1000; initialization seed = 493575380 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #156 of 1000; initialization seed = 493575381 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #157 of 1000; initialization seed = 493575382 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #158 of 1000; initialization seed = 493575383 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #159 of 1000; initialization seed = 493575384 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #160 of 1000; initialization seed = 493575385 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #161 of 1000; initialization seed = 493575386 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #162 of 1000; initialization seed = 493575387 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #163 of 1000; initialization seed = 493575388 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #164 of 1000; initialization seed = 493575389 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #165 of 1000; initialization seed = 493575390 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #166 of 1000; initialization seed = 493575391 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #167 of 1000; initialization seed = 493575392 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #168 of 1000; initialization seed = 493575393 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #169 of 1000; initialization seed = 493575394 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #170 of 1000; initialization seed = 493575395 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #171 of 1000; initialization seed = 493575396 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #172 of 1000; initialization seed = 493575397 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #173 of 1000; initialization seed = 493575398 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #174 of 1000; initialization seed = 493575399 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #175 of 1000; initialization seed = 493575400 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #176 of 1000; initialization seed = 493575401 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #177 of 1000; initialization seed = 493575402 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #178 of 1000; initialization seed = 493575403 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #179 of 1000; initialization seed = 493575404 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #180 of 1000; initialization seed = 493575405 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #181 of 1000; initialization seed = 493575406 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #182 of 1000; initialization seed = 493575407 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #183 of 1000; initialization seed = 493575408 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #184 of 1000; initialization seed = 493575409 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #185 of 1000; initialization seed = 493575410 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #186 of 1000; initialization seed = 493575411 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #187 of 1000; initialization seed = 493575412 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #188 of 1000; initialization seed = 493575413 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #189 of 1000; initialization seed = 493575414 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #190 of 1000; initialization seed = 493575415 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #191 of 1000; initialization seed = 493575416 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #192 of 1000; initialization seed = 493575417 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #193 of 1000; initialization seed = 493575418 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #194 of 1000; initialization seed = 493575419 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #195 of 1000; initialization seed = 493575420 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #196 of 1000; initialization seed = 493575421 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #197 of 1000; initialization seed = 493575422 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #198 of 1000; initialization seed = 493575423 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #199 of 1000; initialization seed = 493575424 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #200 of 1000; initialization seed = 493575425 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #201 of 1000; initialization seed = 493575426 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #202 of 1000; initialization seed = 493575427 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #203 of 1000; initialization seed = 493575428 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #204 of 1000; initialization seed = 493575429 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #205 of 1000; initialization seed = 493575430 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #206 of 1000; initialization seed = 493575431 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #207 of 1000; initialization seed = 493575432 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #208 of 1000; initialization seed = 493575433 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #209 of 1000; initialization seed = 493575434 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #210 of 1000; initialization seed = 493575435 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #211 of 1000; initialization seed = 493575436 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #212 of 1000; initialization seed = 493575437 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #213 of 1000; initialization seed = 493575438 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #214 of 1000; initialization seed = 493575439 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #215 of 1000; initialization seed = 493575440 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #216 of 1000; initialization seed = 493575441 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #217 of 1000; initialization seed = 493575442 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #218 of 1000; initialization seed = 493575443 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #219 of 1000; initialization seed = 493575444 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #220 of 1000; initialization seed = 493575445 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #221 of 1000; initialization seed = 493575446 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #222 of 1000; initialization seed = 493575447 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #223 of 1000; initialization seed = 493575448 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #224 of 1000; initialization seed = 493575449 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #225 of 1000; initialization seed = 493575450 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #226 of 1000; initialization seed = 493575451 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #227 of 1000; initialization seed = 493575452 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #228 of 1000; initialization seed = 493575453 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #229 of 1000; initialization seed = 493575454 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #230 of 1000; initialization seed = 493575455 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #231 of 1000; initialization seed = 493575456 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #232 of 1000; initialization seed = 493575457 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #233 of 1000; initialization seed = 493575458 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #234 of 1000; initialization seed = 493575459 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #235 of 1000; initialization seed = 493575460 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #236 of 1000; initialization seed = 493575461 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #237 of 1000; initialization seed = 493575462 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #238 of 1000; initialization seed = 493575463 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #239 of 1000; initialization seed = 493575464 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #240 of 1000; initialization seed = 493575465 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #241 of 1000; initialization seed = 493575466 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #242 of 1000; initialization seed = 493575467 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #243 of 1000; initialization seed = 493575468 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #244 of 1000; initialization seed = 493575469 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #245 of 1000; initialization seed = 493575470 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #246 of 1000; initialization seed = 493575471 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #247 of 1000; initialization seed = 493575472 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #248 of 1000; initialization seed = 493575473 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #249 of 1000; initialization seed = 493575474 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #250 of 1000; initialization seed = 493575475 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #251 of 1000; initialization seed = 493575476 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #252 of 1000; initialization seed = 493575477 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #253 of 1000; initialization seed = 493575478 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #254 of 1000; initialization seed = 493575479 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #255 of 1000; initialization seed = 493575480 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #256 of 1000; initialization seed = 493575481 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #257 of 1000; initialization seed = 493575482 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #258 of 1000; initialization seed = 493575483 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #259 of 1000; initialization seed = 493575484 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #260 of 1000; initialization seed = 493575485 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #261 of 1000; initialization seed = 493575486 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #262 of 1000; initialization seed = 493575487 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #263 of 1000; initialization seed = 493575488 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #264 of 1000; initialization seed = 493575489 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #265 of 1000; initialization seed = 493575490 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #266 of 1000; initialization seed = 493575491 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #267 of 1000; initialization seed = 493575492 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #268 of 1000; initialization seed = 493575493 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #269 of 1000; initialization seed = 493575494 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #270 of 1000; initialization seed = 493575495 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #271 of 1000; initialization seed = 493575496 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #272 of 1000; initialization seed = 493575497 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #273 of 1000; initialization seed = 493575498 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #274 of 1000; initialization seed = 493575499 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #275 of 1000; initialization seed = 493575500 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #276 of 1000; initialization seed = 493575501 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #277 of 1000; initialization seed = 493575502 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #278 of 1000; initialization seed = 493575503 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #279 of 1000; initialization seed = 493575504 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #280 of 1000; initialization seed = 493575505 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #281 of 1000; initialization seed = 493575506 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #282 of 1000; initialization seed = 493575507 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #283 of 1000; initialization seed = 493575508 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #284 of 1000; initialization seed = 493575509 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #285 of 1000; initialization seed = 493575510 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #286 of 1000; initialization seed = 493575511 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #287 of 1000; initialization seed = 493575512 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #288 of 1000; initialization seed = 493575513 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #289 of 1000; initialization seed = 493575514 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #290 of 1000; initialization seed = 493575515 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #291 of 1000; initialization seed = 493575516 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #292 of 1000; initialization seed = 493575517 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #293 of 1000; initialization seed = 493575518 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #294 of 1000; initialization seed = 493575519 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #295 of 1000; initialization seed = 493575520 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #296 of 1000; initialization seed = 493575521 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #297 of 1000; initialization seed = 493575522 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #298 of 1000; initialization seed = 493575523 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #299 of 1000; initialization seed = 493575524 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #300 of 1000; initialization seed = 493575525 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #301 of 1000; initialization seed = 493575526 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #302 of 1000; initialization seed = 493575527 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #303 of 1000; initialization seed = 493575528 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #304 of 1000; initialization seed = 493575529 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #305 of 1000; initialization seed = 493575530 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #306 of 1000; initialization seed = 493575531 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #307 of 1000; initialization seed = 493575532 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #308 of 1000; initialization seed = 493575533 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #309 of 1000; initialization seed = 493575534 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #310 of 1000; initialization seed = 493575535 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #311 of 1000; initialization seed = 493575536 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #312 of 1000; initialization seed = 493575537 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #313 of 1000; initialization seed = 493575538 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #314 of 1000; initialization seed = 493575539 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #315 of 1000; initialization seed = 493575540 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #316 of 1000; initialization seed = 493575541 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #317 of 1000; initialization seed = 493575542 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #318 of 1000; initialization seed = 493575543 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #319 of 1000; initialization seed = 493575544 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #320 of 1000; initialization seed = 493575545 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #321 of 1000; initialization seed = 493575546 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #322 of 1000; initialization seed = 493575547 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #323 of 1000; initialization seed = 493575548 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #324 of 1000; initialization seed = 493575549 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #325 of 1000; initialization seed = 493575550 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #326 of 1000; initialization seed = 493575551 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #327 of 1000; initialization seed = 493575552 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #328 of 1000; initialization seed = 493575553 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #329 of 1000; initialization seed = 493575554 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #330 of 1000; initialization seed = 493575555 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #331 of 1000; initialization seed = 493575556 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #332 of 1000; initialization seed = 493575557 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #333 of 1000; initialization seed = 493575558 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #334 of 1000; initialization seed = 493575559 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #335 of 1000; initialization seed = 493575560 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #336 of 1000; initialization seed = 493575561 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #337 of 1000; initialization seed = 493575562 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #338 of 1000; initialization seed = 493575563 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #339 of 1000; initialization seed = 493575564 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #340 of 1000; initialization seed = 493575565 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #341 of 1000; initialization seed = 493575566 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #342 of 1000; initialization seed = 493575567 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #343 of 1000; initialization seed = 493575568 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #344 of 1000; initialization seed = 493575569 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #345 of 1000; initialization seed = 493575570 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #346 of 1000; initialization seed = 493575571 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #347 of 1000; initialization seed = 493575572 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #348 of 1000; initialization seed = 493575573 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #349 of 1000; initialization seed = 493575574 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #350 of 1000; initialization seed = 493575575 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #351 of 1000; initialization seed = 493575576 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #352 of 1000; initialization seed = 493575577 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #353 of 1000; initialization seed = 493575578 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #354 of 1000; initialization seed = 493575579 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #355 of 1000; initialization seed = 493575580 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #356 of 1000; initialization seed = 493575581 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #357 of 1000; initialization seed = 493575582 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #358 of 1000; initialization seed = 493575583 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #359 of 1000; initialization seed = 493575584 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #360 of 1000; initialization seed = 493575585 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #361 of 1000; initialization seed = 493575586 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #362 of 1000; initialization seed = 493575587 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #363 of 1000; initialization seed = 493575588 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #364 of 1000; initialization seed = 493575589 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #365 of 1000; initialization seed = 493575590 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #366 of 1000; initialization seed = 493575591 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #367 of 1000; initialization seed = 493575592 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #368 of 1000; initialization seed = 493575593 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #369 of 1000; initialization seed = 493575594 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #370 of 1000; initialization seed = 493575595 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #371 of 1000; initialization seed = 493575596 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #372 of 1000; initialization seed = 493575597 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #373 of 1000; initialization seed = 493575598 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #374 of 1000; initialization seed = 493575599 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #375 of 1000; initialization seed = 493575600 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #376 of 1000; initialization seed = 493575601 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #377 of 1000; initialization seed = 493575602 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #378 of 1000; initialization seed = 493575603 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #379 of 1000; initialization seed = 493575604 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #380 of 1000; initialization seed = 493575605 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #381 of 1000; initialization seed = 493575606 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #382 of 1000; initialization seed = 493575607 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #383 of 1000; initialization seed = 493575608 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #384 of 1000; initialization seed = 493575609 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #385 of 1000; initialization seed = 493575610 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #386 of 1000; initialization seed = 493575611 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #387 of 1000; initialization seed = 493575612 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #388 of 1000; initialization seed = 493575613 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #389 of 1000; initialization seed = 493575614 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #390 of 1000; initialization seed = 493575615 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #391 of 1000; initialization seed = 493575616 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #392 of 1000; initialization seed = 493575617 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #393 of 1000; initialization seed = 493575618 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #394 of 1000; initialization seed = 493575619 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #395 of 1000; initialization seed = 493575620 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #396 of 1000; initialization seed = 493575621 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #397 of 1000; initialization seed = 493575622 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #398 of 1000; initialization seed = 493575623 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #399 of 1000; initialization seed = 493575624 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #400 of 1000; initialization seed = 493575625 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #401 of 1000; initialization seed = 493575626 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #402 of 1000; initialization seed = 493575627 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #403 of 1000; initialization seed = 493575628 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #404 of 1000; initialization seed = 493575629 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #405 of 1000; initialization seed = 493575630 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #406 of 1000; initialization seed = 493575631 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #407 of 1000; initialization seed = 493575632 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #408 of 1000; initialization seed = 493575633 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #409 of 1000; initialization seed = 493575634 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #410 of 1000; initialization seed = 493575635 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #411 of 1000; initialization seed = 493575636 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #412 of 1000; initialization seed = 493575637 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #413 of 1000; initialization seed = 493575638 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #414 of 1000; initialization seed = 493575639 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #415 of 1000; initialization seed = 493575640 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #416 of 1000; initialization seed = 493575641 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #417 of 1000; initialization seed = 493575642 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #418 of 1000; initialization seed = 493575643 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #419 of 1000; initialization seed = 493575644 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #420 of 1000; initialization seed = 493575645 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #421 of 1000; initialization seed = 493575646 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #422 of 1000; initialization seed = 493575647 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #423 of 1000; initialization seed = 493575648 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #424 of 1000; initialization seed = 493575649 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #425 of 1000; initialization seed = 493575650 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #426 of 1000; initialization seed = 493575651 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #427 of 1000; initialization seed = 493575652 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #428 of 1000; initialization seed = 493575653 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #429 of 1000; initialization seed = 493575654 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #430 of 1000; initialization seed = 493575655 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #431 of 1000; initialization seed = 493575656 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #432 of 1000; initialization seed = 493575657 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #433 of 1000; initialization seed = 493575658 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #434 of 1000; initialization seed = 493575659 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #435 of 1000; initialization seed = 493575660 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #436 of 1000; initialization seed = 493575661 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #437 of 1000; initialization seed = 493575662 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #438 of 1000; initialization seed = 493575663 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #439 of 1000; initialization seed = 493575664 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #440 of 1000; initialization seed = 493575665 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #441 of 1000; initialization seed = 493575666 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #442 of 1000; initialization seed = 493575667 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #443 of 1000; initialization seed = 493575668 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #444 of 1000; initialization seed = 493575669 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #445 of 1000; initialization seed = 493575670 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #446 of 1000; initialization seed = 493575671 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #447 of 1000; initialization seed = 493575672 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #448 of 1000; initialization seed = 493575673 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #449 of 1000; initialization seed = 493575674 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #450 of 1000; initialization seed = 493575675 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #451 of 1000; initialization seed = 493575676 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #452 of 1000; initialization seed = 493575677 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #453 of 1000; initialization seed = 493575678 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #454 of 1000; initialization seed = 493575679 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #455 of 1000; initialization seed = 493575680 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #456 of 1000; initialization seed = 493575681 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #457 of 1000; initialization seed = 493575682 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #458 of 1000; initialization seed = 493575683 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #459 of 1000; initialization seed = 493575684 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #460 of 1000; initialization seed = 493575685 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #461 of 1000; initialization seed = 493575686 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #462 of 1000; initialization seed = 493575687 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #463 of 1000; initialization seed = 493575688 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #464 of 1000; initialization seed = 493575689 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #465 of 1000; initialization seed = 493575690 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #466 of 1000; initialization seed = 493575691 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #467 of 1000; initialization seed = 493575692 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #468 of 1000; initialization seed = 493575693 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #469 of 1000; initialization seed = 493575694 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #470 of 1000; initialization seed = 493575695 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #471 of 1000; initialization seed = 493575696 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #472 of 1000; initialization seed = 493575697 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #473 of 1000; initialization seed = 493575698 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #474 of 1000; initialization seed = 493575699 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #475 of 1000; initialization seed = 493575700 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #476 of 1000; initialization seed = 493575701 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #477 of 1000; initialization seed = 493575702 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #478 of 1000; initialization seed = 493575703 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #479 of 1000; initialization seed = 493575704 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #480 of 1000; initialization seed = 493575705 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #481 of 1000; initialization seed = 493575706 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #482 of 1000; initialization seed = 493575707 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #483 of 1000; initialization seed = 493575708 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #484 of 1000; initialization seed = 493575709 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #485 of 1000; initialization seed = 493575710 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #486 of 1000; initialization seed = 493575711 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #487 of 1000; initialization seed = 493575712 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #488 of 1000; initialization seed = 493575713 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #489 of 1000; initialization seed = 493575714 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #490 of 1000; initialization seed = 493575715 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #491 of 1000; initialization seed = 493575716 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #492 of 1000; initialization seed = 493575717 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #493 of 1000; initialization seed = 493575718 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #494 of 1000; initialization seed = 493575719 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #495 of 1000; initialization seed = 493575720 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #496 of 1000; initialization seed = 493575721 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #497 of 1000; initialization seed = 493575722 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #498 of 1000; initialization seed = 493575723 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #499 of 1000; initialization seed = 493575724 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #500 of 1000; initialization seed = 493575725 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #501 of 1000; initialization seed = 493575726 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #502 of 1000; initialization seed = 493575727 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #503 of 1000; initialization seed = 493575728 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #504 of 1000; initialization seed = 493575729 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #505 of 1000; initialization seed = 493575730 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #506 of 1000; initialization seed = 493575731 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #507 of 1000; initialization seed = 493575732 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #508 of 1000; initialization seed = 493575733 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #509 of 1000; initialization seed = 493575734 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #510 of 1000; initialization seed = 493575735 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #511 of 1000; initialization seed = 493575736 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #512 of 1000; initialization seed = 493575737 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #513 of 1000; initialization seed = 493575738 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #514 of 1000; initialization seed = 493575739 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #515 of 1000; initialization seed = 493575740 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #516 of 1000; initialization seed = 493575741 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #517 of 1000; initialization seed = 493575742 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #518 of 1000; initialization seed = 493575743 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #519 of 1000; initialization seed = 493575744 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #520 of 1000; initialization seed = 493575745 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #521 of 1000; initialization seed = 493575746 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #522 of 1000; initialization seed = 493575747 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #523 of 1000; initialization seed = 493575748 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #524 of 1000; initialization seed = 493575749 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #525 of 1000; initialization seed = 493575750 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #526 of 1000; initialization seed = 493575751 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #527 of 1000; initialization seed = 493575752 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #528 of 1000; initialization seed = 493575753 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #529 of 1000; initialization seed = 493575754 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #530 of 1000; initialization seed = 493575755 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #531 of 1000; initialization seed = 493575756 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #532 of 1000; initialization seed = 493575757 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #533 of 1000; initialization seed = 493575758 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #534 of 1000; initialization seed = 493575759 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #535 of 1000; initialization seed = 493575760 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #536 of 1000; initialization seed = 493575761 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #537 of 1000; initialization seed = 493575762 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #538 of 1000; initialization seed = 493575763 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #539 of 1000; initialization seed = 493575764 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #540 of 1000; initialization seed = 493575765 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #541 of 1000; initialization seed = 493575766 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #542 of 1000; initialization seed = 493575767 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #543 of 1000; initialization seed = 493575768 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #544 of 1000; initialization seed = 493575769 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #545 of 1000; initialization seed = 493575770 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #546 of 1000; initialization seed = 493575771 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #547 of 1000; initialization seed = 493575772 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #548 of 1000; initialization seed = 493575773 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #549 of 1000; initialization seed = 493575774 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #550 of 1000; initialization seed = 493575775 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #551 of 1000; initialization seed = 493575776 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #552 of 1000; initialization seed = 493575777 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #553 of 1000; initialization seed = 493575778 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #554 of 1000; initialization seed = 493575779 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #555 of 1000; initialization seed = 493575780 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #556 of 1000; initialization seed = 493575781 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #557 of 1000; initialization seed = 493575782 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #558 of 1000; initialization seed = 493575783 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #559 of 1000; initialization seed = 493575784 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #560 of 1000; initialization seed = 493575785 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #561 of 1000; initialization seed = 493575786 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #562 of 1000; initialization seed = 493575787 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #563 of 1000; initialization seed = 493575788 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #564 of 1000; initialization seed = 493575789 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #565 of 1000; initialization seed = 493575790 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #566 of 1000; initialization seed = 493575791 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #567 of 1000; initialization seed = 493575792 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #568 of 1000; initialization seed = 493575793 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #569 of 1000; initialization seed = 493575794 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #570 of 1000; initialization seed = 493575795 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #571 of 1000; initialization seed = 493575796 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #572 of 1000; initialization seed = 493575797 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #573 of 1000; initialization seed = 493575798 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #574 of 1000; initialization seed = 493575799 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #575 of 1000; initialization seed = 493575800 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #576 of 1000; initialization seed = 493575801 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #577 of 1000; initialization seed = 493575802 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #578 of 1000; initialization seed = 493575803 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #579 of 1000; initialization seed = 493575804 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #580 of 1000; initialization seed = 493575805 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #581 of 1000; initialization seed = 493575806 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #582 of 1000; initialization seed = 493575807 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #583 of 1000; initialization seed = 493575808 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #584 of 1000; initialization seed = 493575809 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #585 of 1000; initialization seed = 493575810 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #586 of 1000; initialization seed = 493575811 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #587 of 1000; initialization seed = 493575812 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #588 of 1000; initialization seed = 493575813 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #589 of 1000; initialization seed = 493575814 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #590 of 1000; initialization seed = 493575815 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #591 of 1000; initialization seed = 493575816 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #592 of 1000; initialization seed = 493575817 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #593 of 1000; initialization seed = 493575818 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #594 of 1000; initialization seed = 493575819 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #595 of 1000; initialization seed = 493575820 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #596 of 1000; initialization seed = 493575821 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #597 of 1000; initialization seed = 493575822 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #598 of 1000; initialization seed = 493575823 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #599 of 1000; initialization seed = 493575824 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #600 of 1000; initialization seed = 493575825 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #601 of 1000; initialization seed = 493575826 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #602 of 1000; initialization seed = 493575827 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #603 of 1000; initialization seed = 493575828 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #604 of 1000; initialization seed = 493575829 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #605 of 1000; initialization seed = 493575830 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #606 of 1000; initialization seed = 493575831 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #607 of 1000; initialization seed = 493575832 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #608 of 1000; initialization seed = 493575833 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #609 of 1000; initialization seed = 493575834 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #610 of 1000; initialization seed = 493575835 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #611 of 1000; initialization seed = 493575836 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #612 of 1000; initialization seed = 493575837 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #613 of 1000; initialization seed = 493575838 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #614 of 1000; initialization seed = 493575839 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #615 of 1000; initialization seed = 493575840 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #616 of 1000; initialization seed = 493575841 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #617 of 1000; initialization seed = 493575842 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #618 of 1000; initialization seed = 493575843 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #619 of 1000; initialization seed = 493575844 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #620 of 1000; initialization seed = 493575845 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #621 of 1000; initialization seed = 493575846 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #622 of 1000; initialization seed = 493575847 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #623 of 1000; initialization seed = 493575848 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #624 of 1000; initialization seed = 493575849 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #625 of 1000; initialization seed = 493575850 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #626 of 1000; initialization seed = 493575851 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #627 of 1000; initialization seed = 493575852 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #628 of 1000; initialization seed = 493575853 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #629 of 1000; initialization seed = 493575854 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #630 of 1000; initialization seed = 493575855 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #631 of 1000; initialization seed = 493575856 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #632 of 1000; initialization seed = 493575857 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #633 of 1000; initialization seed = 493575858 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #634 of 1000; initialization seed = 493575859 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #635 of 1000; initialization seed = 493575860 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #636 of 1000; initialization seed = 493575861 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #637 of 1000; initialization seed = 493575862 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #638 of 1000; initialization seed = 493575863 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #639 of 1000; initialization seed = 493575864 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #640 of 1000; initialization seed = 493575865 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #641 of 1000; initialization seed = 493575866 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #642 of 1000; initialization seed = 493575867 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #643 of 1000; initialization seed = 493575868 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #644 of 1000; initialization seed = 493575869 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #645 of 1000; initialization seed = 493575870 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #646 of 1000; initialization seed = 493575871 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #647 of 1000; initialization seed = 493575872 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #648 of 1000; initialization seed = 493575873 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #649 of 1000; initialization seed = 493575874 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #650 of 1000; initialization seed = 493575875 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #651 of 1000; initialization seed = 493575876 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #652 of 1000; initialization seed = 493575877 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #653 of 1000; initialization seed = 493575878 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #654 of 1000; initialization seed = 493575879 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #655 of 1000; initialization seed = 493575880 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #656 of 1000; initialization seed = 493575881 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #657 of 1000; initialization seed = 493575882 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #658 of 1000; initialization seed = 493575883 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #659 of 1000; initialization seed = 493575884 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #660 of 1000; initialization seed = 493575885 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #661 of 1000; initialization seed = 493575886 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #662 of 1000; initialization seed = 493575887 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #663 of 1000; initialization seed = 493575888 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #664 of 1000; initialization seed = 493575889 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #665 of 1000; initialization seed = 493575890 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #666 of 1000; initialization seed = 493575891 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #667 of 1000; initialization seed = 493575892 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #668 of 1000; initialization seed = 493575893 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #669 of 1000; initialization seed = 493575894 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #670 of 1000; initialization seed = 493575895 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #671 of 1000; initialization seed = 493575896 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #672 of 1000; initialization seed = 493575897 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #673 of 1000; initialization seed = 493575898 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #674 of 1000; initialization seed = 493575899 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #675 of 1000; initialization seed = 493575900 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #676 of 1000; initialization seed = 493575901 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #677 of 1000; initialization seed = 493575902 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #678 of 1000; initialization seed = 493575903 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #679 of 1000; initialization seed = 493575904 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #680 of 1000; initialization seed = 493575905 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #681 of 1000; initialization seed = 493575906 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #682 of 1000; initialization seed = 493575907 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #683 of 1000; initialization seed = 493575908 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #684 of 1000; initialization seed = 493575909 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #685 of 1000; initialization seed = 493575910 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #686 of 1000; initialization seed = 493575911 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #687 of 1000; initialization seed = 493575912 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #688 of 1000; initialization seed = 493575913 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #689 of 1000; initialization seed = 493575914 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #690 of 1000; initialization seed = 493575915 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #691 of 1000; initialization seed = 493575916 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #692 of 1000; initialization seed = 493575917 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #693 of 1000; initialization seed = 493575918 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #694 of 1000; initialization seed = 493575919 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #695 of 1000; initialization seed = 493575920 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #696 of 1000; initialization seed = 493575921 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #697 of 1000; initialization seed = 493575922 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #698 of 1000; initialization seed = 493575923 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #699 of 1000; initialization seed = 493575924 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #700 of 1000; initialization seed = 493575925 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #701 of 1000; initialization seed = 493575926 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #702 of 1000; initialization seed = 493575927 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #703 of 1000; initialization seed = 493575928 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #704 of 1000; initialization seed = 493575929 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #705 of 1000; initialization seed = 493575930 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #706 of 1000; initialization seed = 493575931 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #707 of 1000; initialization seed = 493575932 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #708 of 1000; initialization seed = 493575933 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #709 of 1000; initialization seed = 493575934 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #710 of 1000; initialization seed = 493575935 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #711 of 1000; initialization seed = 493575936 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #712 of 1000; initialization seed = 493575937 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #713 of 1000; initialization seed = 493575938 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #714 of 1000; initialization seed = 493575939 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #715 of 1000; initialization seed = 493575940 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #716 of 1000; initialization seed = 493575941 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #717 of 1000; initialization seed = 493575942 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #718 of 1000; initialization seed = 493575943 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #719 of 1000; initialization seed = 493575944 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #720 of 1000; initialization seed = 493575945 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #721 of 1000; initialization seed = 493575946 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #722 of 1000; initialization seed = 493575947 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #723 of 1000; initialization seed = 493575948 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #724 of 1000; initialization seed = 493575949 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #725 of 1000; initialization seed = 493575950 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #726 of 1000; initialization seed = 493575951 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #727 of 1000; initialization seed = 493575952 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #728 of 1000; initialization seed = 493575953 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #729 of 1000; initialization seed = 493575954 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #730 of 1000; initialization seed = 493575955 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #731 of 1000; initialization seed = 493575956 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #732 of 1000; initialization seed = 493575957 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #733 of 1000; initialization seed = 493575958 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #734 of 1000; initialization seed = 493575959 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #735 of 1000; initialization seed = 493575960 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #736 of 1000; initialization seed = 493575961 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #737 of 1000; initialization seed = 493575962 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #738 of 1000; initialization seed = 493575963 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #739 of 1000; initialization seed = 493575964 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #740 of 1000; initialization seed = 493575965 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #741 of 1000; initialization seed = 493575966 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #742 of 1000; initialization seed = 493575967 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #743 of 1000; initialization seed = 493575968 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #744 of 1000; initialization seed = 493575969 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #745 of 1000; initialization seed = 493575970 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #746 of 1000; initialization seed = 493575971 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #747 of 1000; initialization seed = 493575972 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #748 of 1000; initialization seed = 493575973 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #749 of 1000; initialization seed = 493575974 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #750 of 1000; initialization seed = 493575975 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #751 of 1000; initialization seed = 493575976 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #752 of 1000; initialization seed = 493575977 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #753 of 1000; initialization seed = 493575978 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #754 of 1000; initialization seed = 493575979 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #755 of 1000; initialization seed = 493575980 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #756 of 1000; initialization seed = 493575981 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #757 of 1000; initialization seed = 493575982 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #758 of 1000; initialization seed = 493575983 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #759 of 1000; initialization seed = 493575984 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #760 of 1000; initialization seed = 493575985 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #761 of 1000; initialization seed = 493575986 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #762 of 1000; initialization seed = 493575987 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #763 of 1000; initialization seed = 493575988 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #764 of 1000; initialization seed = 493575989 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #765 of 1000; initialization seed = 493575990 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #766 of 1000; initialization seed = 493575991 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #767 of 1000; initialization seed = 493575992 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #768 of 1000; initialization seed = 493575993 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #769 of 1000; initialization seed = 493575994 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #770 of 1000; initialization seed = 493575995 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #771 of 1000; initialization seed = 493575996 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #772 of 1000; initialization seed = 493575997 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #773 of 1000; initialization seed = 493575998 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #774 of 1000; initialization seed = 493575999 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #775 of 1000; initialization seed = 493576000 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #776 of 1000; initialization seed = 493576001 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #777 of 1000; initialization seed = 493576002 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #778 of 1000; initialization seed = 493576003 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #779 of 1000; initialization seed = 493576004 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #780 of 1000; initialization seed = 493576005 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #781 of 1000; initialization seed = 493576006 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #782 of 1000; initialization seed = 493576007 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #783 of 1000; initialization seed = 493576008 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #784 of 1000; initialization seed = 493576009 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #785 of 1000; initialization seed = 493576010 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #786 of 1000; initialization seed = 493576011 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #787 of 1000; initialization seed = 493576012 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #788 of 1000; initialization seed = 493576013 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #789 of 1000; initialization seed = 493576014 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #790 of 1000; initialization seed = 493576015 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #791 of 1000; initialization seed = 493576016 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #792 of 1000; initialization seed = 493576017 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #793 of 1000; initialization seed = 493576018 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #794 of 1000; initialization seed = 493576019 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #795 of 1000; initialization seed = 493576020 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #796 of 1000; initialization seed = 493576021 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #797 of 1000; initialization seed = 493576022 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #798 of 1000; initialization seed = 493576023 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #799 of 1000; initialization seed = 493576024 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #800 of 1000; initialization seed = 493576025 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #801 of 1000; initialization seed = 493576026 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #802 of 1000; initialization seed = 493576027 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #803 of 1000; initialization seed = 493576028 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #804 of 1000; initialization seed = 493576029 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #805 of 1000; initialization seed = 493576030 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #806 of 1000; initialization seed = 493576031 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #807 of 1000; initialization seed = 493576032 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #808 of 1000; initialization seed = 493576033 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #809 of 1000; initialization seed = 493576034 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #810 of 1000; initialization seed = 493576035 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #811 of 1000; initialization seed = 493576036 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #812 of 1000; initialization seed = 493576037 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #813 of 1000; initialization seed = 493576038 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #814 of 1000; initialization seed = 493576039 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #815 of 1000; initialization seed = 493576040 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #816 of 1000; initialization seed = 493576041 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #817 of 1000; initialization seed = 493576042 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #818 of 1000; initialization seed = 493576043 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #819 of 1000; initialization seed = 493576044 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #820 of 1000; initialization seed = 493576045 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #821 of 1000; initialization seed = 493576046 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #822 of 1000; initialization seed = 493576047 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #823 of 1000; initialization seed = 493576048 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #824 of 1000; initialization seed = 493576049 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #825 of 1000; initialization seed = 493576050 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #826 of 1000; initialization seed = 493576051 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #827 of 1000; initialization seed = 493576052 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #828 of 1000; initialization seed = 493576053 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #829 of 1000; initialization seed = 493576054 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #830 of 1000; initialization seed = 493576055 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #831 of 1000; initialization seed = 493576056 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #832 of 1000; initialization seed = 493576057 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #833 of 1000; initialization seed = 493576058 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #834 of 1000; initialization seed = 493576059 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #835 of 1000; initialization seed = 493576060 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #836 of 1000; initialization seed = 493576061 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #837 of 1000; initialization seed = 493576062 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #838 of 1000; initialization seed = 493576063 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #839 of 1000; initialization seed = 493576064 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #840 of 1000; initialization seed = 493576065 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #841 of 1000; initialization seed = 493576066 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #842 of 1000; initialization seed = 493576067 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #843 of 1000; initialization seed = 493576068 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #844 of 1000; initialization seed = 493576069 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #845 of 1000; initialization seed = 493576070 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #846 of 1000; initialization seed = 493576071 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #847 of 1000; initialization seed = 493576072 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #848 of 1000; initialization seed = 493576073 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #849 of 1000; initialization seed = 493576074 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #850 of 1000; initialization seed = 493576075 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #851 of 1000; initialization seed = 493576076 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #852 of 1000; initialization seed = 493576077 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #853 of 1000; initialization seed = 493576078 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #854 of 1000; initialization seed = 493576079 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #855 of 1000; initialization seed = 493576080 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #856 of 1000; initialization seed = 493576081 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #857 of 1000; initialization seed = 493576082 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #858 of 1000; initialization seed = 493576083 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #859 of 1000; initialization seed = 493576084 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #860 of 1000; initialization seed = 493576085 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #861 of 1000; initialization seed = 493576086 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #862 of 1000; initialization seed = 493576087 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #863 of 1000; initialization seed = 493576088 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #864 of 1000; initialization seed = 493576089 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #865 of 1000; initialization seed = 493576090 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #866 of 1000; initialization seed = 493576091 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #867 of 1000; initialization seed = 493576092 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #868 of 1000; initialization seed = 493576093 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #869 of 1000; initialization seed = 493576094 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #870 of 1000; initialization seed = 493576095 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #871 of 1000; initialization seed = 493576096 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #872 of 1000; initialization seed = 493576097 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #873 of 1000; initialization seed = 493576098 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #874 of 1000; initialization seed = 493576099 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #875 of 1000; initialization seed = 493576100 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #876 of 1000; initialization seed = 493576101 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #877 of 1000; initialization seed = 493576102 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #878 of 1000; initialization seed = 493576103 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #879 of 1000; initialization seed = 493576104 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #880 of 1000; initialization seed = 493576105 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #881 of 1000; initialization seed = 493576106 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #882 of 1000; initialization seed = 493576107 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #883 of 1000; initialization seed = 493576108 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #884 of 1000; initialization seed = 493576109 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #885 of 1000; initialization seed = 493576110 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #886 of 1000; initialization seed = 493576111 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #887 of 1000; initialization seed = 493576112 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #888 of 1000; initialization seed = 493576113 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #889 of 1000; initialization seed = 493576114 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #890 of 1000; initialization seed = 493576115 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #891 of 1000; initialization seed = 493576116 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #892 of 1000; initialization seed = 493576117 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #893 of 1000; initialization seed = 493576118 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #894 of 1000; initialization seed = 493576119 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #895 of 1000; initialization seed = 493576120 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #896 of 1000; initialization seed = 493576121 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #897 of 1000; initialization seed = 493576122 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #898 of 1000; initialization seed = 493576123 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #899 of 1000; initialization seed = 493576124 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #900 of 1000; initialization seed = 493576125 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #901 of 1000; initialization seed = 493576126 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #902 of 1000; initialization seed = 493576127 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #903 of 1000; initialization seed = 493576128 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #904 of 1000; initialization seed = 493576129 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #905 of 1000; initialization seed = 493576130 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #906 of 1000; initialization seed = 493576131 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #907 of 1000; initialization seed = 493576132 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #908 of 1000; initialization seed = 493576133 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #909 of 1000; initialization seed = 493576134 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #910 of 1000; initialization seed = 493576135 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #911 of 1000; initialization seed = 493576136 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #912 of 1000; initialization seed = 493576137 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #913 of 1000; initialization seed = 493576138 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #914 of 1000; initialization seed = 493576139 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #915 of 1000; initialization seed = 493576140 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #916 of 1000; initialization seed = 493576141 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #917 of 1000; initialization seed = 493576142 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #918 of 1000; initialization seed = 493576143 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #919 of 1000; initialization seed = 493576144 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #920 of 1000; initialization seed = 493576145 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #921 of 1000; initialization seed = 493576146 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #922 of 1000; initialization seed = 493576147 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #923 of 1000; initialization seed = 493576148 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #924 of 1000; initialization seed = 493576149 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #925 of 1000; initialization seed = 493576150 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #926 of 1000; initialization seed = 493576151 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #927 of 1000; initialization seed = 493576152 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #928 of 1000; initialization seed = 493576153 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #929 of 1000; initialization seed = 493576154 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #930 of 1000; initialization seed = 493576155 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #931 of 1000; initialization seed = 493576156 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #932 of 1000; initialization seed = 493576157 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #933 of 1000; initialization seed = 493576158 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #934 of 1000; initialization seed = 493576159 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #935 of 1000; initialization seed = 493576160 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #936 of 1000; initialization seed = 493576161 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #937 of 1000; initialization seed = 493576162 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #938 of 1000; initialization seed = 493576163 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #939 of 1000; initialization seed = 493576164 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #940 of 1000; initialization seed = 493576165 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #941 of 1000; initialization seed = 493576166 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #942 of 1000; initialization seed = 493576167 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #943 of 1000; initialization seed = 493576168 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #944 of 1000; initialization seed = 493576169 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #945 of 1000; initialization seed = 493576170 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #946 of 1000; initialization seed = 493576171 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #947 of 1000; initialization seed = 493576172 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #948 of 1000; initialization seed = 493576173 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #949 of 1000; initialization seed = 493576174 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #950 of 1000; initialization seed = 493576175 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #951 of 1000; initialization seed = 493576176 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #952 of 1000; initialization seed = 493576177 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #953 of 1000; initialization seed = 493576178 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #954 of 1000; initialization seed = 493576179 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #955 of 1000; initialization seed = 493576180 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #956 of 1000; initialization seed = 493576181 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #957 of 1000; initialization seed = 493576182 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #958 of 1000; initialization seed = 493576183 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #959 of 1000; initialization seed = 493576184 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #960 of 1000; initialization seed = 493576185 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #961 of 1000; initialization seed = 493576186 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #962 of 1000; initialization seed = 493576187 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #963 of 1000; initialization seed = 493576188 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #964 of 1000; initialization seed = 493576189 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #965 of 1000; initialization seed = 493576190 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #966 of 1000; initialization seed = 493576191 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #967 of 1000; initialization seed = 493576192 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #968 of 1000; initialization seed = 493576193 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #969 of 1000; initialization seed = 493576194 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #970 of 1000; initialization seed = 493576195 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #971 of 1000; initialization seed = 493576196 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #972 of 1000; initialization seed = 493576197 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #973 of 1000; initialization seed = 493576198 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #974 of 1000; initialization seed = 493576199 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #975 of 1000; initialization seed = 493576200 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #976 of 1000; initialization seed = 493576201 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #977 of 1000; initialization seed = 493576202 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #978 of 1000; initialization seed = 493576203 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #979 of 1000; initialization seed = 493576204 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #980 of 1000; initialization seed = 493576205 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #981 of 1000; initialization seed = 493576206 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #982 of 1000; initialization seed = 493576207 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #983 of 1000; initialization seed = 493576208 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #984 of 1000; initialization seed = 493576209 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #985 of 1000; initialization seed = 493576210 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #986 of 1000; initialization seed = 493576211 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #987 of 1000; initialization seed = 493576212 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #988 of 1000; initialization seed = 493576213 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #989 of 1000; initialization seed = 493576214 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #990 of 1000; initialization seed = 493576215 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #991 of 1000; initialization seed = 493576216 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #992 of 1000; initialization seed = 493576217 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #993 of 1000; initialization seed = 493576218 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #994 of 1000; initialization seed = 493576219 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #995 of 1000; initialization seed = 493576220 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #996 of 1000; initialization seed = 493576221 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #997 of 1000; initialization seed = 493576222 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #998 of 1000; initialization seed = 493576223 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #999 of 1000; initialization seed = 493576224 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 -------------------------------------------------------------- Initialization seed trial #1000 of 1000; initialization seed = 493576225 -------------------------------------------------------------- Initialized k-means centers using random sampling: 1 centers Number of k-means iterations performed: 1 BIC score: 471107 Distortion: 0.127987 Distortions/cluster: 0.127987 Variance: 2.16231e-05 Variances/cluster: 2.16231e-05 The best initialization seed trial was #1 -------------------------------------------------------------- Run number 2 of at most 9, k = 76 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 1000; initialization seed = 493576226 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 499050 Distortion: 0.0358519 Distortions/cluster: 2.90073e-06 1.96717e-06 3.76059e-06 1.18089e-06 2.4761e-06 8.00262e-06 1.79003e-06 4.75016e-06 4.71458e-06 4.31666e-06 3.42394e-06 5.44883e-06 3.83572e-06 2.24516e-06 2.05664e-06 0 5.29261e-06 1.87948e-06 2.37044e-35 3.79518e-06 4.0096e-06 1.88425e-06 2.80914e-06 2.8808e-06 4.32014e-06 3.4688e-06 3.39696e-06 1.64051e-06 2.14401e-06 3.34672e-06 2.34469e-06 4.97148e-06 2.45348e-05 0 4.27414e-06 0 0 5.15835e-06 3.09471e-06 5.41223e-06 0 0 0 4.81569e-35 2.85499e-06 0 1.27749e-35 4.29727e-06 4.40269e-06 2.80048e-06 4.72701e-06 5.85532e-06 3.90074e-06 3.02088e-06 1.77442e-06 0 2.42385e-06 3.4783e-06 0 0 5.42324e-06 1.42826e-05 1.08283e-34 0 4.48943e-06 0 5.1548e-06 0 0.0356196 4.23887e-06 5.57302e-06 0 2.75265e-06 2.03777e-06 2.80582e-06 2.5018e-06 Variance: 6.13482e-06 Variances/cluster: 3.76689e-08 1.72544e-08 2.36495e-08 2.18659e-08 2.47582e-08 9.09302e-08 2.55696e-08 4.12923e-08 4.06296e-08 4.27355e-08 2.4281e-08 5.39441e-08 3.68709e-08 2.55101e-08 2.98036e-08 0 3.6239e-08 2.64692e-08 0 2.67243e-08 3.85505e-08 1.92248e-08 1.7891e-08 2.74337e-08 3.62922e-08 2.84304e-08 4.71648e-08 1.84306e-08 2.30511e-08 3.34642e-08 3.49922e-08 4.00796e-08 2.72576e-06 0 1.64378e-07 0 0 2.96431e-08 2.13409e-08 4.13115e-08 0 0 0 2.67973e-31 1.0977e-07 0 0 2.88382e-08 4.44568e-08 2.45635e-08 2.8639e-08 4.46828e-08 2.72755e-08 3.63841e-08 2.03934e-08 0 1.87873e-08 4.04429e-08 0 0 3.22707e-08 7.14025e-07 0 0 6.06624e-08 0 2.92861e-08 0 0.035575 3.13964e-08 2.90166e-08 0 1.14655e-07 2.23911e-08 2.46101e-08 4.10008e-08 -------------------------------------------------------------- Initialization seed trial #2 of 1000; initialization seed = 493576227 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 594990 Distortion: 0.00411975 Distortions/cluster: 3.04459e-06 1.65529e-06 4.08446e-06 3.29248e-06 0.00391362 2.46276e-06 1.92421e-06 4.73742e-06 2.86625e-06 2.26326e-06 5.5353e-06 2.22308e-06 2.00875e-06 2.9868e-06 7.13432e-06 5.93197e-06 2.76461e-06 2.17937e-06 2.88422e-06 1.8429e-06 6.97666e-06 2.79672e-06 2.72434e-06 2.40429e-06 2.7777e-06 2.59779e-06 2.06084e-06 2.80119e-06 1.34823e-06 1.87282e-06 4.89025e-06 3.38323e-06 2.60288e-06 7.04937e-06 3.01101e-06 3.09165e-06 4.81569e-35 5.25522e-06 3.46107e-06 5.9104e-06 0 2.89995e-06 3.80461e-06 2.55616e-06 1.94388e-06 2.2187e-06 2.93097e-06 2.37044e-35 2.87283e-06 0 0 3.89965e-06 0 2.63276e-06 3.88554e-06 2.77131e-06 3.50516e-06 0 3.61667e-06 0 2.61727e-06 2.84292e-06 0 0 2.60895e-06 0 9.64317e-35 0 3.79226e-06 2.53152e-06 2.72574e-06 9.85484e-06 3.36864e-06 2.00874e-06 5.39916e-06 0 Variance: 7.04953e-07 Variances/cluster: 3.85265e-08 3.7617e-08 3.96419e-08 2.86277e-08 0.00391989 4.10335e-08 1.48005e-07 3.91394e-08 2.60543e-08 2.07615e-08 2.72651e-08 1.30756e-07 2.911e-08 3.8289e-08 3.08744e-08 3.25826e-08 3.78589e-08 3.40417e-08 3.13474e-08 4.98037e-08 3.63251e-08 3.72773e-08 3.40514e-08 2.45315e-08 3.34634e-08 2.25871e-08 4.90637e-08 3.37463e-08 2.36511e-08 2.92603e-08 7.40876e-08 3.71761e-08 2.55154e-08 4.16984e-08 2.10542e-08 1.94426e-08 2.67973e-31 1.75159e-06 2.33835e-08 3.93959e-07 0 2.33839e-08 3.45844e-08 1.111e-07 2.77673e-08 1.99865e-08 2.68873e-08 0 2.19277e-08 0 0 1.11408e-07 0 4.11246e-08 2.49051e-08 2.771e-08 3.65004e-08 0 4.10852e-08 0 2.29565e-08 2.05991e-08 0 0 1.04322e-07 0 6.86694e-32 0 2.16675e-08 3.61615e-08 2.03396e-08 8.95767e-07 3.43635e-08 2.60852e-08 2.58311e-08 0 -------------------------------------------------------------- Initialization seed trial #3 of 1000; initialization seed = 493576228 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498433 Distortion: 0.0358504 Distortions/cluster: 4.81569e-35 2.17086e-06 2.68086e-06 9.86689e-06 1.727e-06 2.3953e-06 2.37044e-35 4.13184e-06 1.46289e-06 5.02915e-06 2.57615e-06 2.40928e-06 7.05351e-06 2.58071e-06 2.69578e-06 2.41161e-06 2.50728e-06 2.47486e-06 3.95209e-06 2.76397e-06 1.56573e-06 2.31734e-06 2.83338e-06 3.09706e-06 1.64055e-06 0 3.12881e-06 1.59192e-05 2.97178e-06 1.77032e-06 0 2.69516e-06 3.0046e-06 1.85071e-06 2.11602e-06 0 4.57755e-06 5.22457e-06 2.45348e-05 2.23919e-06 8.55988e-06 0 2.46315e-06 2.7578e-06 5.60032e-06 0 1.08283e-34 3.92964e-06 1.78945e-06 4.16314e-06 2.56859e-06 0.0356196 2.80931e-06 1.27749e-35 2.05932e-06 6.23477e-06 2.04581e-06 1.97202e-06 3.11854e-06 0 6.1058e-06 0 2.02032e-06 1.76862e-06 2.59039e-06 2.8361e-06 4.52932e-06 2.69457e-06 2.03404e-06 2.12017e-06 2.5673e-06 0 0 4.56695e-06 2.49664e-06 2.0782e-06 Variance: 6.13457e-06 Variances/cluster: 2.67973e-31 2.2378e-08 3.11699e-08 4.44308e-08 2.18589e-08 2.81775e-08 0 4.30267e-08 2.08964e-08 1.32302e-07 2.32066e-08 2.02443e-08 3.2345e-08 3.44068e-08 4.21179e-08 1.79955e-08 3.68694e-08 2.84442e-08 3.1363e-08 2.38245e-08 1.93282e-08 3.26357e-08 2.03822e-08 3.87006e-08 2.92929e-08 0 5.04602e-08 7.5794e-07 3.33879e-08 2.08255e-08 0 2.42783e-08 2.6587e-08 5.00148e-08 1.95905e-08 0 4.12256e-08 4.11251e-08 2.72576e-06 3.61132e-08 9.61687e-08 0 2.21887e-08 2.78539e-08 2.96216e-08 0 0 4.00852e-08 2.45108e-08 3.55709e-08 2.51793e-08 0.035575 2.92611e-08 0 3.61261e-08 5.02653e-08 2.46461e-08 2.40469e-08 3.05639e-08 0 4.65942e-08 0 2.10427e-08 2.72071e-08 2.59009e-08 1.9557e-08 4.97571e-08 3.90483e-08 3.44722e-08 3.16415e-08 2.00553e-08 0 0 1.69132e-07 1.96568e-08 2.88614e-08 -------------------------------------------------------------- Initialization seed trial #4 of 1000; initialization seed = 493576229 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498977 Distortion: 0.0358308 Distortions/cluster: 2.05821e-06 4.62073e-06 4.37081e-06 2.44313e-06 1.68937e-06 1.72321e-06 1.96895e-06 2.5063e-06 5.9104e-06 2.10472e-06 6.51428e-06 3.17484e-06 1.78318e-06 2.85499e-06 2.54835e-06 7.87631e-06 5.77868e-06 3.86532e-06 4.81569e-35 5.62085e-06 3.28717e-06 3.97619e-06 2.04087e-06 2.88648e-06 3.69869e-06 1.38972e-06 9.85484e-06 1.27636e-06 2.37044e-35 2.08442e-06 2.50191e-06 4.27414e-06 4.41308e-06 1.43827e-06 1.94143e-06 3.00339e-06 2.00033e-06 2.99513e-06 4.45429e-06 0 4.33157e-06 3.52442e-06 2.82642e-06 1.27749e-35 0.0356196 2.63609e-06 0 0 2.26072e-06 6.11715e-06 0 5.25522e-06 5.01385e-06 5.21387e-06 0 6.82881e-06 2.24603e-06 0 0 2.94676e-06 4.73247e-06 2.75265e-06 1.10615e-06 1.08283e-34 2.13246e-06 0 0 1.67506e-06 3.06982e-06 3.39911e-06 0 2.98563e-06 7.19685e-06 2.06392e-06 0 4.04111e-06 Variance: 6.13122e-06 Variances/cluster: 2.54078e-08 2.92425e-08 2.46917e-08 2.37177e-08 1.87686e-08 2.18102e-08 1.98866e-08 3.43302e-08 3.93959e-07 2.69805e-08 4.28433e-08 3.56607e-08 3.87614e-08 1.0977e-07 3.07003e-08 9.05237e-08 3.12333e-08 2.17134e-08 2.67973e-31 3.3053e-08 5.30143e-08 2.39509e-08 3.85044e-08 2.30898e-08 2.29712e-08 2.17121e-08 8.95767e-07 3.11288e-08 0 2.36839e-08 3.12711e-08 1.64378e-07 4.08484e-08 3.42414e-08 3.96176e-08 3.70756e-08 1.9803e-08 3.44162e-08 3.71158e-08 0 3.57863e-08 1.95784e-08 2.88386e-08 0 0.035575 3.56201e-08 0 0 2.11261e-08 3.39731e-08 0 1.75159e-06 4.3209e-08 2.96217e-08 0 4.01562e-08 2.44111e-08 0 0 3.27388e-08 4.00936e-08 1.14655e-07 2.57214e-08 0 1.8224e-08 0 0 3.64121e-08 4.79516e-08 3.57769e-08 0 2.66547e-08 3.19755e-08 2.82704e-08 0 4.20811e-08 -------------------------------------------------------------- Initialization seed trial #5 of 1000; initialization seed = 493576230 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 499062 Distortion: 0.0358341 Distortions/cluster: 3.02093e-06 2.79613e-06 2.24493e-06 9.22299e-06 1.61678e-06 2.74668e-06 2.46689e-06 1.99972e-06 5.79484e-06 3.14872e-06 5.95828e-06 4.25897e-06 2.20138e-06 2.37044e-35 2.23785e-06 2.0712e-06 1.60146e-06 1.05041e-06 2.56532e-06 4.81569e-35 1.70042e-06 2.98367e-06 7.83618e-06 1.74031e-06 2.8776e-06 3.64698e-06 2.10358e-06 3.20786e-06 0 0 2.10317e-06 0 0 3.08064e-06 2.87563e-06 1.73163e-06 1.27749e-35 3.21316e-06 0 1.9672e-06 8.55988e-06 0 0.0356196 6.17666e-06 1.40773e-06 4.73268e-06 4.46301e-06 6.27168e-06 2.90146e-06 3.20187e-06 2.82159e-06 1.08283e-34 0 0 0 3.65516e-06 2.22732e-06 3.85319e-06 4.37411e-06 4.79965e-06 0 7.39704e-06 9.85484e-06 0 3.98251e-06 4.31596e-06 1.79955e-06 4.56695e-06 3.2823e-06 1.68785e-06 7.13548e-06 4.1484e-06 1.78919e-06 0 5.25522e-06 1.86388e-06 Variance: 6.13178e-06 Variances/cluster: 2.15762e-08 3.88317e-08 5.10172e-08 4.07966e-08 3.51446e-08 2.59091e-08 2.5965e-08 2.63098e-08 3.06504e-08 3.619e-08 4.44502e-08 1.18266e-07 2.20119e-08 0 2.43223e-08 2.76136e-08 1.79918e-08 1.94501e-08 2.53962e-08 2.67973e-31 4.85792e-08 3.97787e-08 3.21051e-08 2.48524e-07 3.38511e-08 4.09737e-08 2.19104e-08 1.89798e-08 0 0 3.23539e-08 0 0 3.38504e-08 2.08354e-08 1.9902e-08 0 2.08628e-08 0 2.58816e-08 9.61687e-08 0 0.035575 4.34834e-08 2.65587e-08 4.46341e-08 3.07692e-08 4.61015e-08 2.11767e-08 2.20799e-08 2.2937e-08 0 0 0 0 3.38411e-08 3.90721e-08 3.23769e-08 2.619e-08 3.42778e-07 0 4.34979e-08 8.95767e-07 0 2.70896e-08 6.95891e-08 1.9773e-08 1.69132e-07 2.41322e-08 2.37705e-08 4.75546e-08 3.77094e-08 2.05635e-08 0 1.75159e-06 2.45227e-08 -------------------------------------------------------------- Initialization seed trial #6 of 1000; initialization seed = 493576231 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 498440 Distortion: 0.0358232 Distortions/cluster: 4.81569e-35 1.08283e-34 2.60895e-06 1.5495e-06 2.2415e-06 2.00201e-06 5.19154e-06 2.60476e-06 1.04299e-06 7.53819e-06 6.28643e-06 2.50097e-06 5.25522e-06 2.75265e-06 1.95642e-06 1.83773e-06 2.60108e-06 1.46874e-06 1.23977e-06 3.02099e-06 5.9104e-06 1.27749e-35 7.01832e-06 2.82822e-06 3.40823e-06 0.0356196 5.35914e-06 2.899e-06 1.94478e-06 4.29652e-06 2.04063e-06 2.41068e-06 2.37044e-35 9.85484e-06 4.96301e-06 3.34847e-06 2.88133e-06 1.75795e-06 2.5288e-06 2.47651e-06 4.92252e-06 5.2592e-06 3.21566e-06 3.88887e-06 1.62024e-06 2.46396e-06 2.86969e-06 0 5.40611e-06 1.90388e-06 1.43263e-06 0 1.60521e-06 1.35584e-06 0 2.03437e-06 2.46182e-06 2.54391e-06 9.80627e-07 2.49505e-06 2.63543e-06 3.95548e-06 5.24165e-06 3.64952e-06 0 2.19485e-06 1.92292e-06 2.98477e-06 2.31737e-06 2.22308e-06 1.76989e-06 2.74205e-06 1.9636e-06 0 4.00906e-06 0 Variance: 6.12992e-06 Variances/cluster: 2.67973e-31 0 1.04322e-07 2.18214e-08 2.46295e-08 3.57478e-08 2.76055e-08 2.10043e-08 2.08576e-08 8.8676e-08 4.65511e-08 3.67768e-08 1.75159e-06 1.14655e-07 1.84551e-08 1.97588e-08 1.80615e-08 1.85894e-08 1.67517e-08 2.93275e-08 3.93959e-07 0 4.41261e-08 2.35664e-08 2.50583e-08 0.035575 4.32046e-08 3.66933e-08 2.13694e-08 3.67109e-08 1.80571e-08 2.80287e-08 0 8.95767e-07 4.06671e-08 2.0541e-08 4.0015e-08 2.97931e-08 3.4638e-08 3.39221e-08 3.56589e-08 3.18635e-08 3.03263e-08 2.54153e-08 2.10402e-08 4.10624e-08 4.15758e-08 0 4.78268e-08 1.98298e-08 1.59169e-07 0 4.86386e-08 1.96481e-08 0 3.69852e-08 2.96578e-08 2.64967e-08 2.39148e-08 2.71176e-08 2.89583e-08 2.9956e-08 4.09382e-08 3.04095e-08 0 1.04507e-07 2.11291e-08 2.31353e-08 2.46499e-08 1.30756e-07 2.26889e-08 3.38495e-08 1.86987e-08 0 2.2907e-08 0 -------------------------------------------------------------- Initialization seed trial #7 of 1000; initialization seed = 493576232 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 594527 Distortion: 0.00414041 Distortions/cluster: 0 9.64317e-35 2.55616e-06 2.0576e-06 4.93701e-06 2.03474e-06 3.47817e-06 2.7682e-06 2.44685e-06 2.28713e-06 2.79544e-06 2.90548e-06 3.01076e-06 3.96351e-06 4.2825e-06 3.95713e-06 3.05447e-06 4.49139e-06 1.74467e-06 2.24829e-06 1.73496e-06 2.37044e-35 5.10406e-06 2.52631e-06 4.27414e-06 0.00391362 8.00262e-06 3.51007e-06 0 6.89108e-06 4.09211e-06 3.14722e-06 2.80337e-06 2.147e-06 4.50655e-06 3.80664e-06 3.62476e-06 1.92127e-06 5.18353e-06 0 2.31197e-06 5.30111e-06 0 3.40087e-06 2.28486e-06 2.43893e-06 2.74289e-06 2.356e-06 2.99278e-06 2.69442e-06 2.50547e-06 2.45348e-05 2.86225e-06 3.14922e-06 2.85499e-06 4.05464e-06 4.81569e-35 1.04809e-06 0 1.87133e-06 3.27505e-06 0 3.29607e-06 1.54751e-06 2.65851e-06 1.34511e-05 0 2.28148e-06 0 2.41471e-06 2.20587e-06 2.80681e-06 0 2.93115e-06 0 2.22202e-06 Variance: 7.08489e-07 Variances/cluster: 0 6.86694e-32 1.111e-07 2.01702e-08 3.02854e-08 4.62401e-08 2.07016e-08 3.95427e-08 3.0198e-08 3.46423e-08 3.88221e-08 1.92399e-08 2.10519e-08 2.5568e-08 4.60342e-08 2.84661e-08 2.54456e-08 2.523e-08 3.35485e-08 4.24069e-08 3.46877e-08 0 2.59067e-08 2.87056e-08 1.64378e-07 0.00391989 9.09302e-08 2.23551e-08 0 5.22005e-08 3.0998e-08 2.7129e-08 3.25876e-08 3.63784e-08 8.19297e-08 2.42432e-08 3.89633e-08 4.08643e-08 2.75696e-08 0 3.50184e-08 2.43149e-08 0 3.14866e-08 2.30774e-08 3.33989e-08 3.86293e-08 3.86189e-08 2.6953e-08 3.63991e-08 2.52994e-08 2.72576e-06 3.2515e-08 2.14214e-08 1.0977e-07 2.566e-08 2.67973e-31 2.75722e-08 0 3.22536e-08 2.92389e-08 0 3.92365e-08 4.68905e-08 2.41603e-08 7.07844e-07 0 3.7389e-08 0 2.68213e-08 3.0215e-08 3.89718e-08 0 3.85644e-08 0 3.00246e-08 -------------------------------------------------------------- Initialization seed trial #8 of 1000; initialization seed = 493576233 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 25 BIC score: 594719 Distortion: 0.00414552 Distortions/cluster: 1.73022e-06 3.97175e-06 2.54613e-06 5.53064e-06 0 3.33132e-06 1.7892e-06 2.55149e-06 2.80237e-06 4.24701e-06 2.45348e-05 2.53935e-06 9.64317e-35 5.94693e-06 2.70962e-06 1.33153e-06 5.71156e-06 3.6686e-06 1.3758e-06 4.66983e-06 5.13131e-06 3.76611e-06 2.24877e-06 2.37044e-35 3.39844e-06 3.83298e-06 3.63437e-06 2.78667e-06 0.00391362 3.99153e-06 2.4334e-06 6.32503e-06 4.25897e-06 4.07175e-06 1.80144e-06 1.59192e-05 0 0 0 2.96421e-06 3.93248e-06 2.89782e-06 2.42872e-06 4.89881e-07 3.43366e-06 4.35831e-06 1.9817e-06 0 3.25627e-06 0 3.77432e-06 5.58706e-06 4.40778e-06 3.33324e-06 0 4.81569e-35 1.81834e-06 3.02858e-06 0 2.90641e-06 0 8.66831e-06 0 3.58768e-06 2.65997e-06 0 0 2.51745e-06 1.8134e-06 2.88364e-06 0 2.74568e-06 2.31295e-06 5.10364e-06 2.08414e-06 2.3316e-06 Variance: 7.09363e-07 Variances/cluster: 4.43608e-08 7.21894e-08 3.39458e-08 3.2715e-08 0 4.06124e-08 3.97571e-08 2.86659e-08 2.22391e-08 6.06532e-08 2.72576e-06 3.90636e-08 6.86694e-32 3.06442e-08 2.31568e-08 3.02602e-08 3.48155e-08 1.46731e-07 2.8075e-08 4.20567e-08 4.13692e-08 4.09324e-08 2.55517e-08 0 2.08475e-08 3.422e-08 2.45544e-08 2.78644e-08 0.00391989 2.15739e-08 3.9245e-08 3.1934e-08 1.18266e-07 3.84003e-08 2.81443e-08 7.5794e-07 0 0 0 2.04405e-08 2.55334e-08 2.56421e-08 2.04076e-08 2.44924e-07 3.61321e-08 3.43144e-08 2.79089e-08 0 2.07381e-08 0 2.75474e-08 4.39786e-08 2.65506e-08 2.07015e-08 0 2.67973e-31 2.67378e-08 2.31162e-08 0 2.36273e-08 0 9.63048e-08 0 4.42781e-08 4.22179e-08 0 0 2.51717e-08 2.66653e-08 2.97257e-08 0 3.26837e-08 2.59852e-08 3.86513e-08 3.11039e-08 3.82206e-08 -------------------------------------------------------------- Initialization seed trial #9 of 1000; initialization seed = 493576234 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 594422 Distortion: 0.00413961 Distortions/cluster: 2.21945e-06 2.88067e-06 2.95337e-06 3.07084e-06 5.01643e-06 3.56446e-06 1.97608e-06 1.64579e-06 2.51036e-06 2.80339e-06 2.06344e-06 7.89415e-06 2.22507e-06 4.27414e-06 4.34242e-06 4.94702e-06 3.29346e-06 2.86875e-06 5.392e-06 3.69209e-06 3.10414e-06 3.49481e-06 5.63891e-06 3.43975e-06 2.93974e-06 2.45348e-05 9.64317e-35 5.14855e-06 2.10627e-06 5.74085e-06 2.81293e-06 5.2185e-06 1.35594e-06 1.43883e-06 2.50289e-06 1.78616e-06 1.92287e-06 4.85758e-06 2.95452e-06 2.37044e-35 2.6888e-06 3.11347e-06 1.84158e-06 0 3.90657e-06 2.38602e-06 1.55865e-06 3.49532e-06 2.85499e-06 4.81569e-35 0 3.44862e-06 2.23327e-06 3.40417e-06 0 1.98157e-06 0 1.80428e-06 0 1.27159e-06 2.56649e-06 2.50347e-06 2.06156e-06 2.02563e-06 3.36497e-06 1.37159e-06 1.59192e-05 2.31756e-06 4.67863e-06 0 0.00391362 0 0 2.55616e-06 0 0 Variance: 7.08352e-07 Variances/cluster: 2.67378e-08 2.48312e-08 1.8573e-08 3.52939e-08 4.28612e-08 2.44117e-08 2.40964e-08 3.82709e-08 3.80232e-08 3.22201e-08 2.75101e-08 9.07286e-08 1.85401e-08 1.64378e-07 3.84159e-08 3.17013e-08 2.81467e-08 2.68077e-08 3.01203e-08 3.65444e-08 3.3012e-08 4.99214e-08 3.63683e-08 3.99842e-08 4.13914e-08 2.72576e-06 6.86694e-32 2.86006e-08 2.70012e-08 2.82775e-08 3.23296e-08 2.80473e-08 1.85728e-08 1.91822e-08 2.13903e-08 2.7477e-08 2.37372e-08 2.7135e-08 3.39495e-08 0 3.7332e-08 4.04312e-08 3.28831e-08 0 2.81023e-08 2.02187e-08 4.87037e-08 2.5889e-08 1.0977e-07 2.67973e-31 0 4.15365e-08 3.48921e-08 3.82365e-08 0 3.60264e-08 0 1.87924e-08 0 1.84268e-08 3.6661e-08 2.84452e-08 3.12333e-08 2.27571e-08 2.40334e-08 2.17688e-08 7.5794e-07 3.86144e-08 2.96018e-08 0 0.00391989 0 0 1.111e-07 0 0 -------------------------------------------------------------- Initialization seed trial #10 of 1000; initialization seed = 493576235 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 594975 Distortion: 0.00413102 Distortions/cluster: 1.44854e-06 2.6139e-06 2.1654e-06 2.27982e-06 4.14428e-06 2.925e-06 9.37487e-06 0 2.76542e-06 1.69361e-06 5.37637e-06 2.41288e-06 3.34511e-06 1.70774e-06 4.25051e-06 2.02415e-06 1.82928e-06 9.92493e-06 3.13604e-06 2.51053e-06 3.06928e-06 1.77619e-06 2.52277e-06 4.81358e-06 2.32782e-06 9.64317e-35 2.86053e-06 9.4102e-06 4.31453e-06 2.37044e-35 7.47582e-06 1.6495e-06 2.08628e-06 7.34037e-06 2.22302e-06 0 1.67396e-06 2.3149e-06 2.34394e-06 2.26517e-06 0.00391362 1.65226e-06 1.76832e-06 0 0 1.89417e-06 2.74986e-06 0 6.67242e-06 1.53004e-06 9.13392e-06 2.0553e-06 5.25522e-06 8.03155e-06 1.29656e-06 2.58659e-06 7.9461e-06 1.73895e-06 0 6.45786e-06 0 2.21496e-06 2.87236e-06 0 0 0 3.37874e-06 2.82743e-06 1.16731e-06 0 4.81569e-35 1.22082e-06 2.43549e-06 0 4.25897e-06 9.85484e-06 Variance: 7.06882e-07 Variances/cluster: 3.14876e-08 3.901e-08 1.77477e-08 2.13049e-08 2.62273e-08 3.79837e-08 4.63953e-08 0 3.59117e-08 1.58268e-08 8.14517e-08 2.59425e-08 3.41306e-08 2.40507e-08 3.26933e-08 2.17632e-08 3.26629e-08 5.22197e-08 2.3577e-08 2.43719e-08 4.5806e-08 3.4825e-08 2.54796e-08 2.95285e-08 2.05977e-08 6.86694e-32 2.60026e-08 3.16738e-08 1.72567e-07 0 3.54189e-08 2.66025e-08 2.85765e-08 3.88254e-08 3.13074e-08 0 2.88588e-08 8.90251e-08 2.82378e-08 3.1901e-08 0.00391989 1.83568e-08 2.23811e-08 0 0 1.8752e-08 3.08947e-08 0 5.70103e-08 4.78096e-08 4.70669e-08 2.01476e-08 1.75159e-06 5.21373e-08 1.82598e-08 2.08578e-08 5.05957e-08 2.20095e-08 0 4.0355e-07 0 2.01339e-08 2.15948e-08 0 0 0 3.18721e-08 2.09421e-08 4.48932e-08 0 2.67973e-31 2.21942e-08 3.52947e-08 0 1.18266e-07 8.95767e-07 -------------------------------------------------------------- Initialization seed trial #11 of 1000; initialization seed = 493576236 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 594317 Distortion: 0.0041223 Distortions/cluster: 2.08486e-06 2.13052e-06 4.17115e-06 2.75784e-06 3.87167e-06 2.58779e-06 2.8083e-06 1.53228e-06 1.59493e-06 2.147e-06 2.09638e-06 3.92779e-06 2.43995e-06 1.53641e-06 2.2441e-06 4.09577e-06 2.90176e-06 2.03352e-06 3.60918e-06 2.32968e-06 2.62767e-06 5.9104e-06 5.61047e-06 5.49768e-06 1.57541e-06 5.2913e-06 2.15921e-06 1.52647e-06 2.65621e-06 2.37044e-35 1.66484e-06 5.4044e-06 3.82525e-06 9.85484e-06 9.64317e-35 0 2.76736e-06 1.4377e-06 0.00391362 2.10107e-06 1.79004e-06 2.72931e-06 5.25522e-06 4.22168e-06 1.07183e-06 0 2.32515e-06 3.26706e-06 3.8671e-06 2.68593e-06 2.09449e-06 0 1.19139e-06 0 4.56695e-06 5.4047e-06 0 1.85071e-06 3.9572e-06 0 4.7774e-06 1.85065e-06 5.89104e-06 3.20114e-06 8.29035e-06 2.94558e-06 3.01212e-06 0 2.45359e-06 3.83195e-06 2.96801e-06 2.64679e-06 4.81569e-35 5.07934e-06 0 2.63829e-06 Variance: 7.0539e-07 Variances/cluster: 3.30822e-08 2.47713e-08 3.23318e-08 2.5772e-08 3.75767e-08 2.12095e-08 2.28294e-08 2.07047e-08 2.53135e-08 1.91679e-08 2.43741e-08 4.67438e-08 1.86239e-08 1.74572e-08 3.07383e-08 4.22208e-08 3.5821e-08 2.51022e-08 2.38998e-08 5.06413e-08 2.47867e-08 3.93959e-07 2.83264e-08 3.50057e-08 2.62545e-08 1.35629e-07 2.87866e-08 1.64122e-08 2.21325e-08 0 1.95841e-08 4.28782e-08 3.94235e-08 8.95767e-07 6.86694e-32 0 2.32531e-08 1.56258e-08 0.00391989 2.14376e-08 2.84108e-08 3.95517e-08 1.75159e-06 3.10391e-08 1.91381e-08 0 2.42182e-08 3.67063e-08 3.09341e-08 3.62848e-08 3.49051e-08 0 1.86138e-08 0 1.69132e-07 3.2353e-08 0 5.00148e-08 3.56474e-08 0 3.04192e-08 2.127e-08 4.90772e-08 3.95168e-08 9.41992e-08 4.20657e-08 3.34653e-08 0 3.22815e-08 3.90887e-08 4.78567e-08 1.94594e-08 2.67973e-31 3.96693e-08 0 2.9641e-08 -------------------------------------------------------------- Initialization seed trial #12 of 1000; initialization seed = 493576237 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 65 BIC score: 726967 Distortion: 0.000209526 Distortions/cluster: 4.81569e-35 2.93216e-06 3.12623e-06 2.53379e-06 2.3021e-06 7.89415e-06 3.26557e-06 4.56308e-06 4.32186e-06 2.61846e-06 2.82793e-06 3.24913e-06 1.93175e-06 5.9104e-06 0 1.08283e-34 5.25522e-06 4.27414e-06 1.28161e-06 2.37044e-35 3.13617e-06 4.4163e-06 0 2.87742e-06 9.85484e-06 0 2.87086e-06 2.65953e-06 5.2109e-06 2.62197e-06 2.56635e-06 0 1.95003e-06 2.2479e-06 5.06143e-06 1.64446e-06 2.83283e-06 2.85499e-06 3.72648e-06 4.48859e-06 1.78594e-06 0 5.69302e-06 3.14802e-06 3.801e-06 2.70877e-06 3.7034e-06 2.17154e-06 5.57012e-06 1.27749e-35 2.75265e-06 3.80012e-06 6.81427e-06 4.2542e-06 2.5749e-06 3.25219e-06 2.57828e-06 0 0 1.56323e-06 0 1.91401e-06 2.46904e-06 2.01081e-06 5.27155e-06 2.83494e-06 2.64045e-06 0 3.08414e-06 2.89021e-06 3.63068e-06 2.50685e-06 9.64317e-35 2.28897e-06 2.50434e-06 0 Variance: 3.58532e-08 Variances/cluster: 2.67973e-31 2.30851e-08 3.15754e-08 3.83781e-08 5.23158e-08 9.07286e-08 4.80086e-08 2.37583e-08 2.31096e-08 2.59228e-08 2.66762e-08 4.70847e-08 2.54155e-08 3.93959e-07 0 0 1.75159e-06 1.64378e-07 2.9125e-08 0 2.10457e-08 4.12601e-08 0 3.59559e-08 8.95767e-07 0 3.77712e-08 3.59365e-08 4.23524e-08 3.01349e-08 1.81995e-08 0 2.70811e-08 1.87309e-08 4.47771e-08 1.80688e-08 4.29188e-08 1.0977e-07 3.68839e-08 4.0792e-08 2.02925e-08 0 3.19728e-08 2.40284e-08 3.72523e-08 2.29537e-08 3.9818e-08 1.95617e-08 3.50209e-08 0 1.14655e-07 2.51642e-08 4.1537e-08 3.01689e-08 2.92577e-08 3.31827e-08 2.50289e-08 0 0 2.00395e-08 0 3.9872e-08 1.99098e-08 2.33794e-08 3.99232e-08 2.2146e-08 2.16411e-08 0 3.11503e-08 4.01393e-08 5.04215e-08 2.55771e-08 6.86694e-32 3.13532e-08 2.1775e-08 0 -------------------------------------------------------------- Initialization seed trial #13 of 1000; initialization seed = 493576238 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 83 BIC score: 594410 Distortion: 0.00414194 Distortions/cluster: 2.67757e-06 2.36262e-06 2.32718e-06 4.67297e-06 9.64317e-35 3.90348e-06 3.18023e-06 2.28502e-06 6.08215e-06 2.61004e-06 2.30178e-06 4.56114e-06 1.95495e-06 1.85597e-06 3.23844e-06 4.17827e-06 2.74887e-06 2.8946e-06 4.83337e-06 2.26287e-06 3.41e-06 2.23768e-06 2.37044e-35 4.28906e-06 4.25897e-06 3.46589e-06 0 2.94329e-06 5.1149e-06 0 3.80988e-06 2.09326e-06 2.19435e-06 3.73422e-06 2.80442e-06 4.00489e-06 3.55602e-06 1.59192e-05 3.04407e-06 1.96083e-06 2.10642e-06 2.14752e-06 0 0 7.69001e-06 2.37247e-06 0.00391362 3.42452e-06 2.78356e-06 2.21532e-06 4.81569e-35 2.62161e-06 0 5.28411e-06 0 3.1229e-06 0 3.30168e-06 3.46602e-06 2.02668e-06 0 0 2.45348e-05 2.21688e-06 2.09372e-06 0 2.5079e-06 1.94653e-06 2.9924e-06 1.83034e-06 0 2.17501e-06 2.42518e-06 4.91924e-06 6.13847e-06 2.20545e-06 Variance: 7.08751e-07 Variances/cluster: 3.82383e-08 2.56784e-08 2.44937e-08 3.1996e-08 6.86694e-32 2.69117e-08 2.83855e-08 2.43066e-08 4.64138e-08 3.72831e-08 3.38467e-08 3.08084e-08 4.88701e-08 3.86626e-08 3.20532e-08 3.28891e-08 2.06663e-08 3.32685e-08 2.68497e-08 3.14263e-08 3.83019e-08 2.69577e-08 0 4.8724e-08 1.18266e-07 4.62077e-08 0 2.77644e-08 3.0085e-08 0 2.22781e-08 2.40583e-08 1.78387e-08 7.31954e-08 2.06186e-08 3.81295e-08 3.86397e-08 7.5794e-07 3.2729e-08 2.57981e-08 1.9147e-08 2.28433e-08 0 0 9.37711e-08 2.96533e-08 0.00391989 3.68115e-08 2.50749e-08 2.05098e-08 2.67973e-31 2.8493e-08 0 2.61567e-08 0 3.63106e-08 0 2.706e-08 2.37375e-08 9.21139e-08 0 0 2.72576e-06 3.1221e-08 1.61041e-07 0 2.12516e-08 2.40284e-08 3.64808e-08 4.94642e-08 0 2.75294e-08 3.41545e-08 3.75482e-08 4.87035e-08 1.7502e-08 -------------------------------------------------------------- Initialization seed trial #14 of 1000; initialization seed = 493576239 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 498885 Distortion: 0.03585 Distortions/cluster: 6.56687e-06 6.20803e-06 2.23296e-06 5.29448e-06 4.81569e-35 4.17385e-06 2.33289e-06 4.03057e-06 3.21263e-06 3.17169e-06 2.37044e-35 2.09372e-06 2.05416e-06 2.62043e-06 2.40054e-06 2.77303e-06 1.91358e-06 0.0356196 3.51958e-06 0 4.21831e-06 0 0 1.43683e-06 2.11647e-06 1.82338e-06 2.25998e-06 2.9124e-06 5.50905e-06 2.00841e-06 5.2913e-06 1.27749e-35 4.75454e-06 3.76839e-06 1.85234e-06 3.01255e-06 2.33935e-06 4.5659e-06 2.61262e-06 2.99899e-06 2.06765e-06 2.37081e-06 4.45215e-06 4.3854e-06 5.04105e-06 2.45641e-06 2.16852e-06 0 1.78113e-06 0 4.8249e-06 0 4.28069e-06 2.04248e-06 2.45348e-05 4.49181e-06 0 4.93407e-06 0 4.67871e-06 0 2.85251e-06 1.59192e-05 3.47645e-06 3.98046e-06 0 0 4.16045e-06 4.99218e-06 2.38905e-06 0 1.08283e-34 2.76499e-06 2.977e-06 2.08921e-06 2.23422e-06 Variance: 6.13449e-06 Variances/cluster: 3.20307e-08 2.87384e-08 4.13476e-08 4.00965e-08 2.67973e-31 2.89825e-08 1.99375e-08 2.32961e-08 3.02978e-08 4.5296e-08 0 1.61041e-07 2.0959e-08 3.44762e-08 3.33379e-08 2.71834e-08 1.99307e-08 0.035575 1.06645e-07 0 2.42408e-08 0 0 2.61219e-08 3.15864e-08 2.27901e-08 1.96497e-08 3.83177e-08 7.98334e-08 3.40386e-08 1.35629e-07 0 3.16941e-08 2.36985e-08 1.99153e-08 3.86097e-08 2.92324e-08 2.59403e-08 4.58201e-08 2.6531e-08 3.13255e-08 2.85612e-08 3.09145e-08 4.09716e-08 2.98261e-08 3.89882e-08 3.05399e-08 0 3.0186e-08 0 4.72883e-08 0 3.85526e-08 2.06288e-08 2.72576e-06 4.19658e-08 0 4.6099e-08 0 3.13905e-08 0 4.83432e-08 7.5794e-07 2.75818e-08 2.0516e-08 0 0 3.05816e-08 4.09062e-08 5.19313e-08 0 0 3.54458e-08 3.00682e-08 2.24625e-08 2.53858e-08 -------------------------------------------------------------- Initialization seed trial #15 of 1000; initialization seed = 493576240 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498780 Distortion: 0.0358276 Distortions/cluster: 1.9777e-06 7.76697e-06 2.41654e-06 1.75133e-06 1.27749e-35 1.62462e-06 1.75893e-06 3.38456e-06 3.27539e-06 2.07968e-06 4.81569e-35 2.34635e-06 1.90124e-06 1.08283e-34 2.17546e-06 1.91847e-06 2.98354e-06 5.00262e-06 5.25522e-06 2.03355e-06 2.37044e-35 2.57103e-06 1.97383e-06 2.22308e-06 1.73568e-06 3.44619e-06 0.0356196 1.56094e-06 1.51501e-06 2.96106e-06 3.97493e-06 2.33023e-06 9.85484e-06 0 1.90523e-06 3.04276e-06 4.27414e-06 0 2.90466e-06 1.20529e-05 2.4034e-06 3.16721e-06 2.34761e-06 2.57348e-06 0 2.71127e-06 2.22333e-06 0 3.3817e-06 2.7126e-06 4.75387e-06 9.08798e-06 2.09928e-06 1.62359e-06 2.14143e-06 0 2.2025e-06 2.37077e-06 2.71841e-06 4.1466e-06 2.79139e-06 2.75265e-06 2.39947e-06 2.85499e-06 4.77741e-06 5.9104e-06 1.29306e-06 2.77402e-06 1.45371e-06 3.21492e-06 0 0 4.26235e-06 0 6.60639e-06 6.36112e-06 Variance: 6.13067e-06 Variances/cluster: 1.75002e-08 9.03049e-08 1.85871e-08 2.46644e-08 0 3.96221e-08 3.08557e-08 4.07643e-08 2.37326e-08 2.88819e-08 2.67973e-31 3.08701e-08 1.92023e-08 0 2.07168e-08 3.36551e-08 3.7291e-08 4.03305e-08 1.75159e-06 2.21019e-08 0 3.25418e-08 1.71622e-08 1.30756e-07 2.75482e-08 4.85233e-08 0.035575 3.1853e-08 3.443e-08 2.62017e-08 3.97362e-08 2.5889e-08 8.95767e-07 0 3.59447e-08 2.18885e-08 1.64378e-07 0 2.03099e-08 4.30317e-08 2.50333e-08 3.68163e-08 3.40196e-08 2.2975e-08 0 2.5819e-08 2.61545e-08 0 2.39816e-08 2.58312e-08 3.89545e-08 3.22164e-08 2.25709e-08 4.91953e-08 2.07882e-08 0 3.05878e-08 2.07937e-08 2.15728e-08 3.98582e-08 4.04514e-08 1.14655e-07 2.57984e-08 1.0977e-07 3.41133e-08 3.93959e-07 4.17081e-08 3.08198e-08 2.55016e-08 2.34645e-08 0 0 2.17448e-08 0 4.05171e-08 4.47822e-08 -------------------------------------------------------------- Initialization seed trial #16 of 1000; initialization seed = 493576241 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 726439 Distortion: 0.000212923 Distortions/cluster: 9.85484e-06 4.0821e-06 1.76258e-06 3.34786e-06 2.60201e-06 1.34541e-06 5.65909e-06 5.40988e-06 6.45786e-06 5.25522e-06 3.84664e-06 3.37287e-06 2.93984e-06 2.5385e-06 4.35868e-06 5.02001e-06 2.85499e-06 5.4421e-06 1.08283e-34 1.7036e-06 2.78329e-06 2.75529e-06 4.10484e-06 4.36296e-06 4.16185e-06 1.96335e-06 1.87784e-06 2.37044e-35 0 3.0271e-06 0 3.03381e-06 0 3.17401e-06 2.55616e-06 2.53737e-06 1.48394e-06 2.24309e-06 1.94533e-06 4.27414e-06 0 4.81569e-35 2.96342e-06 2.77029e-06 0 3.01531e-06 2.81766e-06 2.3253e-06 0 7.87631e-06 0 2.08963e-06 9.25798e-06 3.45549e-06 2.84955e-06 0 4.91982e-06 2.21106e-06 3.56816e-06 2.04639e-06 4.50156e-06 4.74506e-06 0 0 0 3.95077e-06 2.65823e-06 3.08502e-06 4.64644e-06 1.95522e-06 1.27749e-35 9.64317e-35 4.90183e-06 1.63529e-06 0 4.53909e-06 Variance: 3.64345e-08 Variances/cluster: 8.95767e-07 3.11509e-08 1.78017e-08 2.81309e-08 2.65488e-08 2.36008e-08 5.44096e-08 4.25938e-08 4.0355e-07 1.75159e-06 2.76712e-08 2.49816e-08 2.22696e-08 1.89424e-08 4.31525e-08 4.08e-08 1.0977e-07 2.94071e-08 0 3.54799e-08 2.14081e-08 2.78288e-08 3.98496e-08 2.92789e-08 3.55598e-08 2.65293e-08 3.75535e-08 0 0 1.9528e-08 0 2.94519e-08 0 4.80766e-08 1.111e-07 3.38206e-08 2.43244e-08 3.86612e-08 2.28835e-08 1.64378e-07 0 2.67973e-31 2.24482e-08 3.74239e-08 0 3.4262e-08 2.63305e-08 2.3251e-08 0 9.05237e-08 0 1.84902e-08 4.15019e-08 2.20076e-08 2.06471e-08 0 3.8424e-08 2.76358e-08 3.56783e-08 2.43589e-08 2.96058e-08 3.41342e-08 0 0 0 4.24777e-08 2.60588e-08 3.76098e-08 3.9034e-08 2.07982e-08 0 6.86694e-32 4.29848e-08 2.04387e-08 0 4.2418e-08 -------------------------------------------------------------- Initialization seed trial #17 of 1000; initialization seed = 493576242 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 498894 Distortion: 0.0358327 Distortions/cluster: 1.27749e-35 4.02188e-06 3.42471e-06 2.37044e-35 3.15892e-06 5.39974e-06 0 2.88309e-06 2.78102e-06 2.57847e-06 4.56695e-06 2.97741e-06 2.73885e-06 2.5603e-06 6.45786e-06 2.93413e-06 9.85484e-06 1.47894e-06 3.01893e-06 0 5.10056e-06 0 3.91363e-06 4.85066e-06 3.43692e-06 4.81569e-35 2.23489e-06 3.36947e-06 1.98124e-06 2.09662e-06 5.3121e-06 3.69969e-06 3.3936e-06 5.62251e-06 4.86431e-06 3.3584e-06 2.23327e-06 4.691e-06 0 2.36627e-06 5.25522e-06 0 3.17687e-06 3.10324e-06 1.99831e-06 1.05722e-06 4.73346e-06 2.6368e-06 2.60571e-06 2.6829e-06 0 0 4.15919e-06 0 0.0356196 2.65306e-06 3.91227e-06 8.00262e-06 0 0 1.90044e-06 1.08283e-34 2.53654e-06 4.94957e-06 2.81694e-06 2.01648e-06 3.80025e-06 5.00662e-06 0 2.94257e-06 2.98745e-06 3.65219e-06 4.97762e-06 0 2.99048e-06 3.23391e-06 Variance: 6.13154e-06 Variances/cluster: 0 4.06216e-08 2.97705e-08 0 4.10223e-08 6.1342e-08 0 3.51479e-08 2.6233e-08 2.40955e-08 1.69132e-07 4.02324e-08 3.46578e-08 1.95425e-08 4.0355e-07 4.19022e-08 8.95767e-07 2.34728e-08 1.87495e-08 0 2.6021e-08 0 3.7628e-08 2.93953e-08 2.86385e-08 2.67973e-31 2.45563e-08 2.30758e-08 2.87109e-08 3.17642e-08 3.66234e-08 2.88943e-08 3.23172e-08 5.40579e-08 3.77045e-08 3.85896e-08 4.55631e-08 4.04266e-08 0 1.97167e-08 1.75159e-06 0 3.9208e-08 2.06858e-08 2.12566e-08 3.40935e-08 2.51697e-08 2.27291e-08 3.10176e-08 3.57612e-08 0 0 2.46085e-08 0 0.035575 3.08394e-08 3.6905e-08 9.09302e-08 0 0 4.04215e-08 0 3.96299e-08 2.51225e-08 3.80542e-08 3.25131e-08 3.76139e-08 2.92759e-08 0 2.11677e-08 3.21202e-08 2.64628e-08 1.38221e-07 0 3.73781e-08 2.37764e-08 -------------------------------------------------------------- Initialization seed trial #18 of 1000; initialization seed = 493576243 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 726868 Distortion: 0.000213111 Distortions/cluster: 2.38782e-06 3.20055e-06 4.29746e-06 2.13576e-06 2.16177e-06 1.01341e-05 9.85484e-06 3.49423e-06 1.88913e-06 3.79238e-06 3.70042e-06 3.75407e-06 1.61665e-06 6.18218e-06 5.51495e-06 2.60895e-06 2.40408e-06 2.27614e-06 2.62736e-06 9.64317e-35 4.03951e-06 3.68456e-06 4.81569e-35 2.37044e-35 1.66845e-06 3.78179e-06 7.3527e-06 0 6.45786e-06 5.03438e-06 4.49334e-06 0 3.43984e-06 2.55616e-06 6.8013e-06 4.9784e-06 1.8458e-06 1.78111e-06 1.95297e-06 1.94055e-06 2.85755e-06 3.46751e-06 2.64767e-06 0 0 0 2.13848e-06 4.96401e-06 1.63441e-06 3.57185e-06 5.94264e-06 3.10049e-06 2.07221e-06 1.76287e-06 5.49152e-06 0 0 0 4.21319e-06 5.09485e-06 2.50703e-06 1.08283e-34 4.97766e-06 2.40179e-06 2.37506e-06 0 0 1.27749e-35 3.56343e-06 1.56991e-06 0 0 0 4.02033e-06 5.25522e-06 1.63953e-06 Variance: 3.64666e-08 Variances/cluster: 3.2707e-08 1.96335e-08 2.71967e-08 3.14055e-08 2.88211e-08 4.18628e-08 8.95767e-07 2.70847e-08 3.14826e-08 2.6152e-08 2.24242e-08 1.10403e-07 3.43947e-08 4.54427e-08 2.79922e-08 1.04322e-07 3.69826e-08 3.20558e-08 3.64882e-08 6.86694e-32 2.23157e-08 2.92394e-08 2.67973e-31 0 2.01001e-08 3.97952e-08 4.06097e-08 0 4.0355e-07 7.51328e-08 3.40294e-08 0 2.4052e-08 1.111e-07 4.38652e-08 4.07932e-08 1.86428e-08 1.48415e-07 2.35277e-08 5.54395e-08 2.6213e-08 2.14025e-08 5.75528e-08 0 0 0 2.7414e-08 2.53244e-08 2.47617e-08 2.19106e-08 3.04652e-08 4.6973e-08 2.80004e-08 2.51813e-08 4.159e-08 0 0 0 4.48067e-08 3.03238e-08 3.34242e-08 0 2.99761e-08 3.53183e-08 4.94649e-08 0 0 0 2.34413e-08 2.53188e-08 0 0 0 3.26828e-08 1.75159e-06 3.21447e-08 -------------------------------------------------------------- Initialization seed trial #19 of 1000; initialization seed = 493576244 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 27 BIC score: 723002 Distortion: 0.00023236 Distortions/cluster: 2.66224e-06 2.85769e-06 5.7996e-06 2.88655e-06 2.54428e-06 2.06082e-06 3.16034e-06 3.46493e-06 2.26481e-06 2.91973e-06 4.50137e-06 4.81569e-35 1.27749e-35 4.81679e-06 1.42826e-05 3.0126e-06 2.68762e-06 6.08407e-06 3.27345e-06 2.67407e-06 2.52519e-06 4.61683e-06 4.41563e-06 4.40916e-06 5.15989e-06 3.44063e-06 1.81324e-06 3.17333e-06 2.85499e-06 3.50753e-06 3.22551e-06 4.42006e-06 2.37044e-35 1.61254e-06 4.96245e-06 9.64317e-35 2.93335e-06 2.51096e-06 0 5.66287e-06 0 7.89415e-06 0 0 2.55616e-06 2.74386e-06 0 0 3.81366e-06 0 4.61637e-06 3.74773e-06 0 0 3.60593e-06 4.27414e-06 0 3.32625e-06 6.58699e-06 0 0 3.76419e-06 1.08283e-34 4.39573e-06 2.70842e-06 3.24449e-06 0 0 4.29712e-06 2.60697e-06 4.0107e-06 0 2.54523e-06 3.88919e-06 0 2.45348e-05 Variance: 3.97604e-08 Variances/cluster: 3.02502e-08 3.17418e-08 5.41972e-08 4.18302e-08 3.53255e-08 3.55291e-08 2.27343e-08 3.84866e-08 2.72843e-08 4.05483e-08 4.24523e-08 2.67973e-31 0 3.21014e-08 7.14025e-07 3.42235e-08 3.2378e-08 2.81645e-08 1.98373e-08 2.81457e-08 4.0079e-08 5.91848e-08 2.37379e-08 3.67398e-08 4.09383e-08 2.27836e-08 3.42007e-08 1.99557e-08 1.0977e-07 2.61728e-08 2.2243e-08 2.7282e-08 0 2.44298e-08 2.97056e-08 6.86694e-32 2.23896e-08 2.46148e-08 0 4.19333e-08 0 9.07286e-08 0 0 1.111e-07 3.61006e-08 0 0 4.76563e-08 0 3.69188e-08 2.44926e-08 0 0 4.19156e-08 1.64378e-07 0 2.79484e-08 3.10604e-08 0 0 2.68847e-08 0 3.82123e-08 3.18612e-08 3.45128e-08 0 0 2.10625e-08 2.45918e-08 4.55721e-08 0 3.68851e-08 2.32858e-08 0 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #20 of 1000; initialization seed = 493576245 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 726430 Distortion: 0.000213306 Distortions/cluster: 5.00227e-06 2.03817e-06 3.09998e-06 7.873e-06 2.35945e-06 1.56817e-06 1.29677e-06 9.85484e-06 2.53368e-06 2.46163e-06 5.49921e-06 3.73988e-06 6.45786e-06 1.19804e-06 5.03114e-06 4.66734e-06 3.65786e-06 5.21603e-06 9.64317e-35 2.66849e-06 2.37044e-35 0 3.19423e-06 2.60298e-06 1.34857e-06 2.93998e-06 0 3.07658e-06 4.69524e-06 2.03087e-06 2.46434e-06 7.89415e-06 1.69544e-06 4.41541e-06 1.27749e-35 4.51694e-06 1.5108e-06 1.60815e-06 0 4.91053e-06 2.30079e-06 2.05689e-06 5.25522e-06 2.55616e-06 4.27414e-06 3.21104e-06 5.79114e-06 4.36541e-06 4.01988e-06 1.82946e-06 0 0 0 2.56336e-06 2.19772e-06 0 0 2.55722e-06 4.90435e-06 1.97437e-06 0 0 4.04058e-06 7.29866e-06 2.85499e-06 0 3.25633e-06 4.81569e-35 2.41336e-06 2.16007e-06 4.48235e-06 0 6.87228e-06 3.81546e-06 1.08283e-34 1.12664e-06 Variance: 3.65e-08 Variances/cluster: 4.00053e-08 3.45337e-08 3.52156e-08 4.95119e-08 2.50984e-08 2.14799e-08 2.75881e-08 8.95767e-07 2.12895e-08 3.61885e-08 2.92415e-08 4.56042e-08 4.0355e-07 2.2602e-08 2.76413e-08 3.24092e-08 3.0479e-08 3.19898e-08 6.86694e-32 2.54117e-08 0 0 2.28139e-08 3.77118e-08 2.10696e-08 2.26125e-08 0 4.80571e-08 2.87956e-08 2.41741e-08 3.11915e-08 9.07286e-08 3.19864e-08 3.61804e-08 0 3.03125e-08 3.14723e-08 1.64082e-08 0 3.457e-08 2.03587e-08 1.97755e-08 1.75159e-06 1.111e-07 1.64378e-07 2.1405e-08 4.38582e-08 4.36507e-08 4.36798e-08 1.86663e-08 0 0 0 1.97158e-08 2.33779e-08 0 0 3.50274e-08 2.65077e-08 1.86245e-08 0 0 3.9216e-08 4.17032e-08 1.0977e-07 0 3.65851e-08 2.67973e-31 2.62298e-08 2.3735e-08 3.82992e-08 0 5.58673e-08 2.49351e-08 0 1.63266e-08 -------------------------------------------------------------- Initialization seed trial #21 of 1000; initialization seed = 493576246 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 498343 Distortion: 0.0360926 Distortions/cluster: 1.80543e-06 1.73687e-06 2.92091e-06 3.34124e-06 2.31639e-06 0 1.79188e-06 1.27749e-35 2.12306e-06 2.37044e-35 5.00211e-06 4.38215e-06 2.80311e-06 3.58431e-06 2.17455e-06 2.01174e-06 3.51492e-06 3.72561e-06 0 4.55546e-06 1.77071e-06 0 3.24625e-06 3.35198e-06 1.08283e-34 3.40644e-06 5.25522e-06 3.10814e-06 3.67461e-06 4.63722e-06 5.22089e-06 3.01186e-06 2.74701e-06 2.24483e-06 2.65387e-06 3.51933e-06 2.41097e-06 3.24987e-06 0 2.8163e-06 3.40688e-06 3.36229e-06 5.9104e-06 3.5768e-06 2.95077e-06 4.27414e-06 2.31654e-06 0 4.21235e-06 2.95568e-06 3.36381e-06 4.29829e-06 0 1.72583e-06 5.37142e-06 3.63369e-06 0 9.85484e-06 1.97617e-06 2.64459e-06 3.27919e-06 0.000272435 2.85499e-06 2.75265e-06 0 4.1606e-06 0 0 3.10896e-06 3.29037e-06 0.0356196 1.74764e-06 2.99182e-06 3.13523e-06 3.3609e-06 0 Variance: 6.17601e-06 Variances/cluster: 2.20155e-08 2.94358e-08 3.51889e-08 2.88013e-08 2.18507e-08 0 1.94746e-08 0 2.41229e-08 0 2.85741e-08 2.84462e-08 4.74954e-08 3.85378e-08 1.94134e-08 2.09538e-08 3.58558e-08 3.87957e-08 0 3.76451e-08 3.68786e-08 0 2.26984e-08 5.0783e-08 0 1.90287e-08 1.75159e-06 2.14336e-08 2.08766e-08 2.84467e-08 4.31341e-08 3.01159e-08 3.66147e-08 2.80579e-08 2.79331e-08 2.90828e-08 3.13012e-08 2.82504e-08 0 3.65725e-08 3.18296e-08 4.30919e-08 3.93959e-07 2.12886e-08 3.39065e-08 1.64378e-07 2.8597e-08 0 3.14252e-08 2.23895e-08 5.33891e-08 4.29793e-08 0 3.38287e-08 4.09899e-08 3.02776e-08 0 8.95767e-07 2.17139e-08 3.14806e-08 2.92756e-08 3.16754e-06 1.0977e-07 1.14655e-07 0 2.36377e-08 0 0 3.79108e-08 3.96406e-08 0.035575 2.36139e-08 3.39949e-08 2.52814e-08 3.90673e-08 0 -------------------------------------------------------------- Initialization seed trial #22 of 1000; initialization seed = 493576247 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 690600 Distortion: 0.000473488 Distortions/cluster: 1.78604e-06 4.15424e-06 2.75106e-06 5.60749e-06 4.34478e-06 2.20558e-06 4.39486e-06 2.67977e-06 3.40994e-06 4.27311e-06 1.77468e-06 2.54894e-06 2.91629e-06 0.000272219 6.45786e-06 9.85484e-06 3.08313e-06 4.3013e-06 3.94055e-06 5.10452e-06 2.86672e-06 2.79097e-06 4.56695e-06 4.06684e-06 3.09562e-06 2.64864e-06 3.464e-06 2.60581e-06 4.11219e-06 1.9516e-06 3.74929e-06 3.18909e-06 1.77279e-06 2.37044e-35 2.77661e-06 3.73494e-06 1.78097e-06 3.49087e-06 5.25522e-06 2.84267e-06 1.08283e-34 0 2.12659e-06 0 0 0 2.19425e-06 2.35243e-06 2.11147e-06 2.31307e-06 3.23299e-06 1.70167e-06 3.12602e-06 0 0 9.64317e-35 1.27749e-35 2.52558e-06 3.895e-06 0 0 2.32712e-06 2.83723e-06 2.48794e-06 4.10577e-06 0 2.23542e-06 2.56191e-06 2.44986e-06 2.30979e-06 3.5104e-06 3.91371e-06 3.15942e-06 0 3.4797e-06 3.96092e-06 Variance: 8.10212e-08 Variances/cluster: 2.62629e-08 3.74223e-08 4.29715e-08 2.95033e-08 1.20648e-07 2.82741e-08 4.106e-08 2.30991e-08 4.107e-08 3.78027e-08 1.88773e-08 2.05542e-08 2.35156e-08 3.20226e-06 4.0355e-07 8.95767e-07 3.90238e-08 2.94514e-08 3.1264e-08 4.32448e-08 3.37232e-08 2.60808e-08 1.69132e-07 3.79965e-08 2.83977e-08 2.67509e-08 2.11201e-08 2.0043e-08 6.13574e-08 5.27423e-08 2.43439e-08 3.62279e-08 1.9479e-08 0 1.92797e-08 4.01572e-08 4.9467e-08 2.09016e-08 1.75159e-06 3.30513e-08 0 0 2.19216e-08 0 0 0 3.48266e-08 2.61355e-08 2.29487e-08 3.30414e-08 3.59105e-08 2.61773e-08 3.00553e-08 0 0 6.86694e-32 0 2.74495e-08 3.01839e-08 0 0 2.04115e-08 2.44567e-08 2.59138e-08 8.55082e-08 0 3.10447e-08 2.8783e-08 2.14881e-08 3.98204e-08 4.12962e-08 3.55681e-08 1.85832e-08 0 4.14214e-08 3.24558e-08 -------------------------------------------------------------- Initialization seed trial #23 of 1000; initialization seed = 493576248 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 494152 Distortion: 0.0397461 Distortions/cluster: 3.09776e-06 0.00391362 4.44782e-06 2.48305e-06 1.40091e-06 1.85221e-06 1.6587e-06 4.01609e-06 2.37044e-35 3.09284e-06 2.35886e-06 5.22819e-06 1.54876e-06 4.81569e-35 2.10858e-06 2.47529e-06 1.17334e-06 2.93904e-06 1.89419e-06 2.81546e-06 2.0175e-06 3.77857e-06 7.88606e-07 7.20582e-06 2.06829e-06 2.0877e-06 0 2.02841e-06 0 2.52749e-06 5.25522e-06 6.05432e-06 4.85516e-06 7.83216e-06 6.46074e-06 2.49208e-06 2.25606e-06 0 1.61462e-06 2.07818e-06 3.30982e-06 2.65286e-06 7.89415e-06 2.17843e-06 0 2.41321e-06 3.47969e-06 1.46638e-06 0 0.0356196 0 1.81594e-06 5.82076e-06 2.25637e-06 5.62227e-06 0 7.34238e-06 2.9277e-06 0 2.46508e-06 1.696e-06 4.96195e-06 5.45484e-06 6.45786e-06 3.54512e-06 9.85484e-06 4.25194e-06 1.57642e-06 1.43888e-06 1.67297e-06 0 0 4.37199e-06 3.29497e-06 4.1315e-06 2.6117e-06 Variance: 6.80119e-06 Variances/cluster: 3.03675e-08 0.00391989 3.132e-08 2.34229e-08 2.85877e-08 2.84931e-08 2.09937e-08 4.72439e-08 0 2.30788e-08 2.6803e-08 3.03865e-08 2.4977e-08 2.67973e-31 3.45638e-08 3.69414e-08 4.88849e-08 2.42875e-08 3.05487e-08 3.91007e-08 2.65437e-08 2.75782e-08 1.57711e-07 3.61985e-08 2.37713e-08 2.67629e-08 0 2.22883e-08 0 1.80519e-08 1.75159e-06 4.11722e-08 1.67393e-07 4.55213e-08 5.04594e-08 3.50966e-08 2.25586e-08 0 1.94513e-08 1.97899e-08 2.54573e-08 3.23486e-08 9.07286e-08 1.71515e-08 0 2.8388e-08 1.1595e-07 4.18929e-08 0 0.035575 0 2.42098e-08 4.4419e-08 3.26982e-08 2.86825e-08 0 3.16378e-08 1.978e-08 0 2.65039e-08 3.76855e-08 4.16834e-08 4.19466e-08 4.0355e-07 4.85486e-08 8.95767e-07 2.57671e-08 1.8991e-08 2.08509e-08 1.81823e-08 0 0 4.69952e-08 3.92234e-08 3.68764e-08 2.66477e-08 -------------------------------------------------------------- Initialization seed trial #24 of 1000; initialization seed = 493576249 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 726318 Distortion: 0.000211027 Distortions/cluster: 2.06671e-06 2.40481e-06 2.02934e-06 2.14446e-06 4.78221e-06 1.62156e-06 1.5173e-06 2.70554e-06 4.51164e-06 2.64552e-06 3.30239e-06 2.33409e-06 2.61387e-06 2.68579e-06 2.37044e-35 6.65229e-06 2.35992e-06 6.79357e-06 0 4.56695e-06 1.27749e-35 2.23522e-06 2.16282e-06 0 2.05637e-06 2.1072e-06 2.02606e-06 4.52568e-06 1.08283e-34 3.24082e-06 5.02915e-06 1.51886e-06 2.63653e-06 5.9104e-06 2.48801e-06 3.22864e-06 8.43383e-06 6.90574e-06 2.08206e-06 1.6404e-06 2.49941e-06 9.85484e-06 0 2.0663e-06 9.64317e-35 0 2.32181e-06 2.15575e-06 2.35527e-06 1.44088e-06 2.94361e-06 2.12439e-06 2.74574e-06 3.35088e-06 1.65583e-06 2.01802e-06 4.36137e-06 5.25522e-06 0 2.20977e-06 2.37845e-06 0 1.98269e-06 4.11529e-06 4.81569e-35 5.38282e-06 6.02674e-06 3.69774e-06 0 5.17623e-06 0 4.79828e-06 3.01317e-06 2.99741e-06 3.69499e-06 2.4379e-06 Variance: 3.61099e-08 Variances/cluster: 2.02601e-08 2.09096e-08 1.61045e-08 2.85902e-08 4.73329e-08 2.02677e-08 1.76409e-08 3.86472e-08 3.92194e-08 2.2417e-08 3.1152e-08 3.28716e-08 1.96509e-08 2.76862e-08 0 4.6832e-08 2.7761e-08 3.17353e-08 0 1.69132e-07 0 2.62943e-08 2.16262e-08 0 2.81667e-08 2.53857e-08 2.35567e-08 3.64856e-08 0 3.81148e-08 1.32302e-07 2.71202e-08 2.66292e-08 3.93959e-07 3.60553e-08 3.22836e-08 9.58293e-08 5.11383e-08 1.77938e-08 2.18701e-08 2.01548e-08 8.95767e-07 0 1.93095e-08 6.86694e-32 0 2.69954e-08 2.03349e-08 3.62324e-08 2.02924e-08 3.7258e-08 3.66252e-08 2.56581e-08 4.03685e-08 2.33195e-08 2.37386e-08 2.88738e-08 1.75159e-06 0 3.11207e-08 2.35469e-08 0 2.02298e-08 4.19794e-08 2.67973e-31 2.95661e-08 4.78159e-08 5.35858e-08 0 4.66172e-08 0 3.93172e-08 4.93918e-08 3.61102e-08 3.05344e-08 2.21605e-08 -------------------------------------------------------------- Initialization seed trial #25 of 1000; initialization seed = 493576250 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 27 BIC score: 498959 Distortion: 0.0358524 Distortions/cluster: 2.63653e-06 2.09995e-06 2.78093e-06 4.99826e-06 1.27749e-35 3.61076e-06 2.37044e-35 3.87468e-06 2.78425e-06 3.77746e-06 2.80702e-06 2.45348e-05 3.23364e-06 2.79717e-06 4.41628e-06 2.89047e-06 2.95664e-06 8.16378e-06 4.82162e-06 5.68813e-06 0 2.03607e-06 2.36824e-06 3.99127e-06 3.73304e-06 2.99577e-06 5.2913e-06 0 4.42064e-06 3.62467e-06 2.99678e-06 3.62442e-06 0 4.5699e-06 0 0 1.71467e-06 2.4976e-06 0 2.72741e-06 3.68288e-06 5.03185e-06 3.53516e-06 0 1.08283e-34 0 4.19378e-06 4.48744e-06 0 1.85071e-06 0 0 4.47342e-06 0.0356196 2.74069e-06 5.38722e-06 2.00163e-06 3.80026e-06 2.57392e-06 3.27042e-06 2.77713e-06 4.56695e-06 5.52847e-06 1.84956e-06 0 4.81569e-35 3.89263e-06 0 2.77258e-06 4.54872e-06 2.90539e-06 0 3.07461e-06 1.42826e-05 4.16835e-06 0 Variance: 6.13491e-06 Variances/cluster: 3.42376e-08 2.07892e-08 2.75308e-08 5.74459e-08 0 5.23141e-08 0 3.52213e-08 2.60185e-08 4.24396e-08 2.50544e-08 2.72576e-06 3.36807e-08 2.47515e-08 2.59758e-08 4.18769e-08 2.36503e-08 9.38273e-08 3.88715e-08 4.34068e-08 0 2.7512e-08 2.05916e-08 2.29364e-08 3.00951e-08 2.69857e-08 1.35629e-07 0 3.2031e-08 3.15163e-08 4.28076e-08 3.85457e-08 0 2.80337e-08 0 0 1.88404e-08 2.35599e-08 0 3.17036e-08 3.0688e-08 3.69869e-08 2.28055e-08 0 0 0 2.83339e-08 4.15367e-08 0 5.00148e-08 0 0 2.83034e-08 0.035575 1.95741e-08 3.00936e-08 2.53347e-08 4.04249e-08 2.54761e-08 4.67047e-08 2.20388e-08 1.69132e-07 4.64438e-08 2.15045e-08 0 2.67973e-31 4.09726e-08 0 3.42267e-08 3.95412e-08 1.8504e-08 0 3.53289e-08 7.14025e-07 2.91467e-08 0 -------------------------------------------------------------- Initialization seed trial #26 of 1000; initialization seed = 493576251 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 594586 Distortion: 0.00412464 Distortions/cluster: 9.85484e-06 5.38969e-06 3.05344e-06 3.25092e-06 4.81569e-35 5.30066e-06 3.27722e-06 4.57431e-06 0 3.7243e-06 3.9819e-06 1.74378e-06 2.93516e-06 4.4395e-06 3.67979e-06 0.00391362 3.95676e-06 2.04601e-06 1.88483e-06 2.05738e-06 3.32055e-06 2.84637e-06 1.06978e-06 2.37044e-35 1.60569e-06 4.27962e-06 2.61689e-06 4.56695e-06 1.49527e-06 3.29809e-06 5.19904e-06 5.02865e-06 5.41895e-06 1.43133e-06 2.64387e-06 2.05104e-06 1.5807e-06 3.21944e-06 1.21044e-06 1.52496e-06 3.61877e-06 3.07103e-06 2.61356e-06 1.86687e-06 1.9909e-06 4.28938e-06 4.73859e-06 3.5035e-06 4.37822e-06 3.3452e-06 0 9.64317e-35 1.22472e-06 6.45786e-06 0 0 2.89142e-06 0 2.40377e-06 1.62106e-06 0 4.53209e-06 0 3.96095e-06 0 2.22063e-06 2.11739e-06 3.10759e-06 6.24651e-06 0 2.87684e-06 5.02265e-06 6.50164e-06 5.25522e-06 0 1.60028e-06 Variance: 7.0579e-07 Variances/cluster: 8.95767e-07 3.22631e-08 3.91348e-08 3.96325e-08 2.67973e-31 3.01148e-08 3.76662e-08 4.66611e-08 0 2.28465e-08 3.52265e-08 1.98136e-08 2.32929e-08 2.93909e-08 2.53757e-08 0.00391989 4.12137e-08 2.52566e-08 2.54684e-08 1.83678e-08 5.26912e-08 1.76778e-08 2.37701e-08 0 1.86687e-08 2.77874e-08 3.73718e-08 1.69132e-07 3.05129e-08 4.57928e-08 1.33264e-07 3.46691e-08 2.82145e-08 1.78895e-08 2.25952e-08 3.59799e-08 1.95125e-08 3.65726e-08 2.32753e-08 2.03304e-08 2.99045e-08 2.24143e-08 3.89955e-08 2.55706e-08 2.23676e-08 3.9349e-08 3.88283e-08 2.55708e-08 3.17234e-08 3.63497e-08 0 6.86694e-32 1.61128e-08 4.0355e-07 0 0 9.63715e-08 0 2.3797e-08 2.38369e-08 0 7.55266e-08 0 3.92044e-08 0 2.36216e-08 2.49082e-08 2.48585e-08 3.80853e-08 0 5.04664e-08 4.3295e-08 5.50939e-08 1.75159e-06 0 3.07716e-08 -------------------------------------------------------------- Initialization seed trial #27 of 1000; initialization seed = 493576252 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 498282 Distortion: 0.0360887 Distortions/cluster: 4.22757e-06 3.174e-06 2.40025e-06 3.77956e-06 2.76268e-06 2.18205e-06 2.72562e-06 5.9104e-06 2.03238e-06 2.60209e-06 2.65601e-06 5.15018e-06 1.89147e-06 2.37044e-35 2.85499e-06 5.02984e-06 2.87199e-06 1.9492e-06 2.00138e-06 2.75265e-06 2.0398e-06 3.1794e-06 2.6955e-06 0.0356196 2.80467e-06 2.46048e-06 4.27363e-06 2.06896e-06 0 2.48349e-06 2.31463e-06 3.27402e-06 0 2.87159e-06 2.93902e-06 1.27749e-35 3.49721e-06 5.26608e-06 2.67198e-06 3.3302e-06 3.61029e-06 0 2.03759e-06 9.85484e-06 2.08765e-06 3.98327e-06 5.52794e-06 2.66967e-06 3.53752e-06 2.43643e-06 3.0508e-06 2.75302e-06 2.86903e-06 3.39396e-06 2.29172e-06 3.30055e-06 0.000272435 0 4.73906e-06 0 0 4.8849e-06 0 2.64222e-06 3.04943e-06 0 1.68302e-06 0 0 4.27414e-06 2.61888e-06 2.30192e-06 2.52989e-06 1.08283e-34 5.25522e-06 2.22308e-06 Variance: 6.17534e-06 Variances/cluster: 2.27269e-08 4.12172e-08 2.55321e-08 2.3919e-08 3.06937e-08 2.6608e-08 2.72538e-08 3.93959e-07 3.22572e-08 1.89917e-08 2.17687e-08 3.9911e-08 3.3774e-08 0 1.0977e-07 3.95921e-08 2.68387e-08 4.14697e-08 1.98133e-08 1.14655e-07 3.09034e-08 2.30371e-08 2.42809e-08 0.035575 2.80442e-08 2.32044e-08 3.74768e-08 2.13272e-08 0 3.9417e-08 2.29151e-08 3.59665e-08 0 3.82845e-08 2.1931e-08 0 2.19931e-08 3.44077e-08 3.98773e-08 3.43212e-08 4.29653e-08 0 2.12226e-08 8.95767e-07 2.19734e-08 2.67246e-08 4.38585e-08 2.80994e-08 2.78514e-08 3.43133e-08 2.06117e-08 2.59688e-08 1.99221e-08 3.94516e-08 2.63392e-08 3.14233e-08 3.16754e-06 0 4.1557e-08 0 0 3.25554e-08 0 3.47633e-08 4.8389e-08 0 4.94963e-08 0 0 1.64378e-07 2.11182e-08 2.70791e-08 1.91636e-08 0 1.75159e-06 1.30756e-07 -------------------------------------------------------------- Initialization seed trial #28 of 1000; initialization seed = 493576253 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 493366 Distortion: 0.0397541 Distortions/cluster: 0.0356196 2.36651e-06 4.23351e-06 1.91007e-06 1.80307e-06 2.42313e-06 2.37035e-06 3.58841e-06 2.82078e-06 2.85009e-06 1.63654e-06 1.65701e-06 1.59192e-05 3.08897e-06 1.90001e-06 4.14797e-06 5.14531e-06 2.32426e-06 4.16017e-06 4.16834e-06 3.43012e-06 2.80462e-06 3.0895e-06 2.60884e-06 2.45131e-06 0 2.86443e-06 2.72425e-06 2.75265e-06 4.81569e-35 1.92421e-06 2.57916e-06 4.89025e-06 2.87809e-06 0.00391362 2.15754e-06 4.2046e-06 3.0416e-06 2.51812e-06 5.18477e-06 2.33268e-06 1.47635e-06 2.60895e-06 2.37044e-35 2.83591e-06 2.54633e-06 3.89965e-06 2.83801e-06 0 2.16811e-06 2.30161e-06 2.74977e-06 2.97073e-06 2.24318e-06 1.64833e-06 2.13802e-06 0 2.45348e-05 3.39344e-06 0 1.85366e-06 3.58363e-06 2.93024e-06 2.43262e-06 2.20525e-06 3.25777e-06 1.92086e-06 0 2.14288e-06 3.43065e-06 2.13092e-06 3.59841e-06 1.7643e-06 2.20891e-06 2.34559e-06 1.83077e-06 Variance: 6.80255e-06 Variances/cluster: 0.035575 3.37962e-08 2.7661e-08 2.03175e-08 2.81705e-08 2.08872e-08 1.89612e-08 5.35538e-08 2.33102e-08 2.84985e-08 1.85949e-08 2.62991e-08 7.5794e-07 3.67613e-08 3.87632e-08 3.34485e-08 4.28639e-08 3.4169e-08 2.71883e-08 4.0456e-08 2.33321e-08 2.77594e-08 3.47027e-08 3.62219e-08 4.15337e-08 0 3.14745e-08 2.19671e-08 1.14655e-07 2.67973e-31 1.48005e-07 2.834e-08 7.40876e-08 2.66466e-08 0.00391989 2.87577e-08 3.75299e-08 3.07205e-08 2.44456e-08 3.01414e-08 3.42927e-08 3.51488e-08 1.04322e-07 0 3.45814e-08 2.47192e-08 1.11408e-07 3.63729e-08 0 1.85292e-08 2.61522e-08 3.57084e-08 4.79006e-08 2.26564e-08 2.70193e-08 2.25029e-08 0 2.72576e-06 3.85585e-08 0 1.83509e-08 2.55951e-08 2.56954e-08 2.86165e-08 2.29638e-08 4.02158e-08 3.91987e-08 0 2.06028e-08 4.51361e-08 1.82114e-08 3.07456e-08 2.02771e-08 2.94492e-08 2.49501e-08 3.45405e-08 -------------------------------------------------------------- Initialization seed trial #29 of 1000; initialization seed = 493576254 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 499053 Distortion: 0.0358285 Distortions/cluster: 1.99103e-06 4.46833e-06 1.08283e-34 5.45234e-06 3.80462e-06 2.85499e-06 0 2.68952e-06 3.8938e-06 2.24554e-06 1.27749e-35 3.58943e-06 5.25522e-06 2.46158e-06 1.94939e-06 2.92482e-06 1.42868e-06 4.5742e-06 2.38949e-06 7.0434e-06 5.01607e-06 5.9104e-06 3.2667e-06 3.82252e-06 2.33029e-06 3.11722e-06 2.37044e-35 3.69771e-06 3.76223e-06 0 3.35783e-06 3.45159e-06 0 0 3.58258e-06 4.22266e-06 3.38286e-06 2.22308e-06 3.5138e-06 4.06209e-06 0 4.27414e-06 3.20469e-06 3.21613e-06 0 4.00127e-06 2.31615e-06 8.00262e-06 4.12135e-06 2.77669e-06 0 4.7619e-06 2.01098e-06 4.16981e-06 3.16914e-06 2.55616e-06 2.31378e-06 3.28303e-06 3.10816e-06 3.63093e-06 4.33988e-06 0 4.81569e-35 0 0.0356196 9.85484e-06 3.5669e-06 2.23289e-06 0 2.66014e-06 0 3.29167e-06 0 2.02416e-06 2.31518e-06 0 Variance: 6.13082e-06 Variances/cluster: 5.10477e-08 3.102e-08 0 4.32587e-08 2.29174e-08 1.0977e-07 0 3.49261e-08 2.34546e-08 3.30121e-08 0 4.32317e-08 1.75159e-06 2.3896e-08 2.29313e-08 3.4808e-08 2.59732e-08 3.87528e-08 2.34243e-08 5.06681e-08 4.25056e-08 3.93959e-07 3.23406e-08 2.14729e-08 3.69765e-08 4.79428e-08 0 2.49763e-08 2.39612e-08 0 1.91859e-08 2.61461e-08 0 0 3.22651e-08 2.33276e-08 2.81811e-08 1.30756e-07 2.39013e-08 4.27551e-08 0 1.64378e-07 2.01535e-08 3.78335e-08 0 3.17534e-08 2.18479e-08 9.09302e-08 2.51276e-08 3.70103e-08 0 3.03276e-08 3.46605e-08 3.89574e-08 3.6415e-08 1.111e-07 2.04739e-08 2.78199e-08 2.7749e-08 2.70939e-08 3.6458e-08 0 2.67973e-31 0 0.035575 8.95767e-07 3.63941e-08 2.02966e-08 0 3.74637e-08 0 2.81246e-08 0 1.90936e-08 2.93035e-08 0 -------------------------------------------------------------- Initialization seed trial #30 of 1000; initialization seed = 493576255 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 594743 Distortion: 0.00412339 Distortions/cluster: 5.33744e-06 4.99993e-06 3.91331e-06 4.81569e-35 3.25125e-06 2.4608e-06 2.48212e-06 4.94665e-06 3.53224e-06 2.42123e-06 1.4041e-06 3.24309e-06 2.37044e-35 3.88662e-06 3.76835e-06 0 0.00391362 3.65748e-06 2.77058e-06 3.9422e-06 2.58074e-06 2.12185e-06 2.58089e-06 1.57101e-06 5.93321e-06 3.93116e-06 4.27414e-06 4.06936e-06 1.8657e-06 2.27925e-06 6.45786e-06 4.04634e-06 5.25522e-06 2.38022e-06 3.67611e-06 3.02845e-06 0 1.86883e-06 5.65562e-06 2.0427e-06 0 0 9.85484e-06 0 2.72038e-06 4.20478e-06 2.85499e-06 0 2.7731e-06 2.8538e-06 5.26159e-06 3.99394e-06 4.53475e-06 4.46693e-06 0 2.29688e-06 2.0603e-06 0 3.19211e-06 2.52559e-06 3.35568e-06 3.47022e-06 1.79439e-06 0 0 3.90704e-06 3.18444e-06 0 4.03861e-06 2.43757e-06 3.9187e-06 9.64317e-35 4.09811e-06 3.28731e-06 1.05089e-06 0 Variance: 7.05577e-07 Variances/cluster: 4.89521e-08 3.04847e-08 3.69148e-08 2.67973e-31 2.80187e-08 1.11816e-07 2.82034e-08 4.37613e-08 4.30617e-08 2.39699e-08 2.30156e-08 1.98945e-08 0 3.56464e-08 2.51141e-08 0 0.00391989 4.57045e-08 5.89427e-08 3.05497e-08 3.14623e-08 2.25709e-08 2.04815e-08 2.09448e-08 5.44283e-08 2.25909e-08 1.64378e-07 9.68806e-08 1.77665e-08 2.50437e-08 4.0355e-07 4.30435e-08 1.75159e-06 2.58695e-08 3.95151e-08 3.60501e-08 0 2.63191e-08 4.25096e-08 2.12756e-08 0 0 8.95767e-07 0 3.35819e-08 2.98184e-08 1.0977e-07 0 2.88833e-08 2.06779e-08 4.24183e-08 3.99362e-08 3.38387e-08 3.6012e-08 0 2.76709e-08 2.51233e-08 0 2.20126e-08 1.89872e-08 2.84354e-08 3.07072e-08 2.18802e-08 0 0 2.27133e-08 5.05421e-08 0 3.48044e-08 2.38957e-08 2.88045e-08 6.86694e-32 4.09776e-08 2.16251e-08 2.91882e-08 0 -------------------------------------------------------------- Initialization seed trial #31 of 1000; initialization seed = 493576256 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 498513 Distortion: 0.0360948 Distortions/cluster: 2.3235e-06 3.54409e-06 2.35166e-06 9.85484e-06 0.0356196 3.33268e-06 4.41387e-06 1.77926e-06 3.63993e-06 6.30638e-06 2.47102e-06 2.10909e-06 1.82736e-06 2.56972e-06 2.73249e-06 2.58497e-06 2.37044e-35 5.98994e-06 1.27749e-35 3.4746e-06 2.12567e-06 5.63606e-06 4.02394e-06 2.18396e-06 5.25522e-06 2.87411e-06 2.34331e-06 4.52371e-06 1.93481e-06 0.000272435 4.56695e-06 2.0365e-06 1.88713e-06 5.45484e-06 5.00951e-06 4.62038e-06 2.28208e-06 2.07964e-06 2.8713e-06 2.1968e-06 2.23645e-06 2.55705e-06 4.86045e-06 2.2833e-06 0 2.47624e-06 4.14275e-06 3.40283e-06 5.9104e-06 2.27864e-06 3.88154e-06 0 1.08283e-34 3.45842e-06 0 0 0 0 2.15252e-06 0 6.22043e-06 0 0 0 0 0 3.00665e-06 5.45371e-06 3.41089e-06 2.22308e-06 5.76866e-06 3.55806e-06 2.95046e-06 3.59312e-06 0 1.73172e-06 Variance: 6.17638e-06 Variances/cluster: 2.76582e-08 3.37505e-08 2.50147e-08 8.95767e-07 0.035575 2.45025e-08 4.74451e-08 2.50578e-08 2.31822e-08 4.17506e-08 2.33087e-08 2.5408e-08 2.76849e-08 2.08896e-08 2.65267e-08 3.40098e-08 0 4.43556e-08 0 2.10563e-08 2.23735e-08 3.31425e-08 4.14813e-08 3.52221e-08 1.75159e-06 2.68586e-08 1.8163e-08 2.89886e-08 3.07086e-08 3.16754e-06 1.69132e-07 2.03629e-08 2.58485e-08 4.0393e-08 3.43006e-08 4.19896e-08 4.00334e-08 2.88813e-08 2.0362e-08 1.92684e-08 2.01464e-08 2.20416e-08 4.71743e-08 3.08525e-08 0 1.87578e-08 3.90704e-08 2.16722e-08 3.93959e-07 2.25588e-08 5.39055e-08 0 0 2.88177e-08 0 0 0 0 2.24201e-08 0 4.93537e-08 0 0 0 0 0 3.53692e-08 2.83954e-08 2.09239e-08 1.30756e-07 1.44169e-07 4.08937e-08 3.47086e-08 4.32763e-08 0 2.37194e-08 -------------------------------------------------------------- Initialization seed trial #32 of 1000; initialization seed = 493576257 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 75 BIC score: 498938 Distortion: 0.0358289 Distortions/cluster: 1.08283e-34 4.03669e-06 2.73945e-06 8.82504e-06 2.7058e-06 5.22318e-06 3.43008e-06 3.98393e-06 1.63394e-06 3.79985e-06 3.41637e-06 4.76656e-06 3.30626e-06 3.43635e-06 4.56695e-06 2.22308e-06 3.00884e-06 2.92208e-06 4.03365e-06 3.03351e-06 3.04485e-06 4.71153e-06 4.81569e-35 3.30351e-06 3.0082e-06 1.27749e-35 2.52166e-06 2.66132e-06 2.44344e-06 0.0356196 3.82655e-06 4.46788e-06 2.37044e-35 3.32765e-06 2.14909e-06 2.91072e-06 5.25522e-06 0 0 3.97618e-06 3.0684e-06 3.35435e-06 2.71159e-06 4.58795e-06 3.41015e-06 2.76668e-06 2.46092e-06 9.85484e-06 4.79524e-06 4.32915e-06 2.69972e-06 3.303e-06 0 0 0 3.53998e-06 3.21405e-06 0 0 2.04878e-06 0 0 0 3.22471e-06 0 4.59238e-06 2.5679e-06 2.66958e-06 3.49688e-06 0 3.63282e-06 3.36354e-06 5.9104e-06 0 1.76324e-06 3.29812e-06 Variance: 6.13089e-06 Variances/cluster: 0 2.34671e-08 2.79505e-08 9.80458e-08 3.03995e-08 4.3153e-08 2.9817e-08 3.16079e-08 2.5528e-08 2.81446e-08 2.23273e-08 3.93803e-08 3.44295e-08 3.24078e-08 1.69132e-07 1.30756e-07 2.48637e-08 3.69855e-08 2.24072e-08 1.96958e-08 3.90335e-08 4.16812e-08 2.67973e-31 7.02638e-08 3.30464e-08 0 2.7708e-08 3.54811e-08 3.25764e-08 0.035575 2.30495e-08 2.72408e-08 0 3.91464e-08 2.14889e-08 2.12443e-08 1.75159e-06 0 0 2.46946e-08 2.73932e-08 1.9166e-08 1.97909e-08 1.27401e-07 3.70548e-08 3.73846e-08 2.38896e-08 8.95767e-07 3.92924e-08 3.79636e-08 2.64653e-08 3.00248e-08 0 0 0 5.28309e-08 3.73694e-08 0 0 2.02826e-08 0 0 0 2.30261e-08 0 3.06057e-08 2.3997e-08 2.80984e-08 5.21765e-08 0 4.37544e-08 4.05211e-08 3.93959e-07 0 1.89573e-08 2.51743e-08 -------------------------------------------------------------- Initialization seed trial #33 of 1000; initialization seed = 493576258 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 726289 Distortion: 0.00021617 Distortions/cluster: 4.69144e-06 6.74961e-06 4.17032e-06 4.10152e-06 4.03534e-06 8.93858e-06 2.25586e-06 3.00992e-06 2.54703e-06 2.0204e-06 1.70878e-06 3.88397e-06 5.4489e-06 1.93601e-06 1.27749e-35 6.53579e-06 5.25522e-06 3.03525e-06 4.81569e-35 5.21357e-06 2.4046e-06 3.61974e-06 1.42607e-06 2.30692e-06 2.13246e-06 2.37044e-35 4.32477e-06 1.71294e-06 9.64317e-35 1.08283e-34 0 2.4607e-06 3.38284e-06 2.93181e-06 1.73457e-06 8.55268e-06 2.9238e-06 0 0 5.83568e-06 0 3.19375e-06 3.32938e-06 6.55011e-06 2.42063e-06 0 8.29035e-06 1.28115e-06 6.53496e-06 1.33658e-06 2.97498e-06 3.15816e-06 0 0 2.22308e-06 0 3.74548e-06 2.41001e-06 3.53626e-06 2.54204e-06 4.56695e-06 0 5.9104e-06 2.12953e-06 0 9.85484e-06 1.77134e-06 3.17005e-06 0 0 7.06194e-06 0 4.5738e-06 0 2.31742e-06 0 Variance: 3.69901e-08 Variances/cluster: 3.9745e-08 4.24366e-08 2.19465e-08 2.64591e-08 2.4017e-08 4.06165e-08 2.34965e-08 2.29743e-08 2.57252e-08 3.74123e-08 3.79694e-08 4.36257e-08 4.42859e-08 2.84682e-08 0 3.15635e-08 1.75159e-06 3.74693e-08 2.67973e-31 2.71508e-08 2.16612e-08 2.76292e-08 2.19372e-08 2.74611e-08 1.80701e-08 0 5.47391e-08 2.76257e-08 6.86694e-32 0 0 2.05041e-08 2.54327e-08 3.96156e-08 2.44285e-08 4.0714e-08 2.01624e-08 0 0 1.42286e-07 0 2.90316e-08 2.26469e-08 3.32385e-08 3.72376e-08 0 9.41992e-08 2.56207e-08 4.91197e-08 2.9053e-08 3.58399e-08 2.19297e-08 0 0 1.30756e-07 0 2.26979e-08 3.25648e-08 2.3573e-08 3.68389e-08 1.69132e-07 0 3.93959e-07 2.10826e-08 0 8.95767e-07 3.22032e-08 2.59817e-08 0 0 5.00697e-08 0 4.19476e-08 0 2.38882e-08 0 -------------------------------------------------------------- Initialization seed trial #34 of 1000; initialization seed = 493576259 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 498351 Distortion: 0.0360955 Distortions/cluster: 3.30974e-06 5.86757e-06 4.48395e-06 1.87509e-06 2.01934e-06 6.79172e-06 5.97171e-06 1.58955e-06 2.76544e-06 1.84199e-06 4.63138e-06 2.37044e-35 0 2.1664e-06 1.82879e-06 2.62805e-06 1.85781e-06 2.21867e-06 4.27414e-06 0 5.35216e-06 1.67053e-06 0.000272097 2.15622e-06 0 3.31329e-06 4.95365e-06 2.58995e-06 1.60875e-06 2.98839e-06 3.03751e-06 2.04818e-06 3.25503e-06 2.21624e-06 0.0356196 2.81447e-06 0 0 3.42762e-06 0 2.81256e-06 2.41496e-06 0 5.04151e-06 3.4852e-06 3.34942e-06 2.413e-06 0 2.75277e-06 2.85499e-06 0 2.8556e-06 3.47618e-06 3.29859e-06 2.06654e-06 2.67337e-06 1.08283e-34 0 9.85484e-06 3.8807e-06 2.62886e-06 7.36218e-06 2.54444e-06 5.25522e-06 3.73729e-06 1.27749e-35 2.76733e-06 3.11685e-06 5.08173e-06 3.13719e-06 2.4608e-06 3.38644e-06 2.68018e-06 6.45786e-06 2.45354e-06 0 Variance: 6.17651e-06 Variances/cluster: 2.58551e-08 3.9114e-08 2.81985e-08 3.02334e-08 2.7286e-08 5.5665e-08 2.61895e-08 2.78844e-08 1.94726e-08 2.06942e-08 3.15031e-08 0 0 3.5503e-08 2.81261e-08 3.86361e-08 1.99741e-08 2.33467e-08 1.64378e-07 0 4.05433e-08 2.08798e-08 3.23894e-06 1.85864e-08 0 3.38061e-08 3.72425e-08 3.64661e-08 2.77346e-08 3.35665e-08 3.57237e-08 1.95047e-08 3.22176e-08 3.07719e-08 0.035575 3.23398e-08 0 0 2.4136e-08 0 1.92624e-08 4.3895e-08 0 3.13108e-08 2.74334e-08 3.60033e-08 1.99404e-08 0 2.31303e-08 1.0977e-07 0 2.6195e-08 3.81874e-08 3.6639e-08 2.04586e-08 3.2206e-08 0 0 8.95767e-07 2.48738e-08 3.98179e-08 5.11224e-08 2.70662e-08 1.75159e-06 3.93364e-08 0 3.78962e-08 2.30802e-08 4.83825e-08 5.14247e-08 1.11816e-07 3.80469e-08 2.43624e-08 4.0355e-07 1.84461e-08 0 -------------------------------------------------------------- Initialization seed trial #35 of 1000; initialization seed = 493576260 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498680 Distortion: 0.0358286 Distortions/cluster: 5.15902e-06 2.59839e-06 3.90216e-06 0.0356196 1.27749e-35 1.9637e-06 2.48621e-06 2.94617e-06 6.45786e-06 3.25672e-06 5.98131e-06 3.54307e-06 7.89415e-06 4.69489e-06 2.40292e-06 3.17954e-06 3.77504e-06 3.00868e-06 2.42111e-06 3.77924e-06 1.77979e-06 2.37044e-35 2.28517e-06 3.39306e-06 6.52445e-06 2.89054e-06 3.22364e-06 2.89122e-06 2.414e-06 1.90404e-06 3.14649e-06 3.20065e-06 2.92158e-06 5.25522e-06 2.40728e-06 4.27414e-06 4.29541e-06 4.08573e-06 2.50904e-06 3.56136e-06 2.85499e-06 0 4.81569e-35 2.28754e-06 2.80378e-06 3.10274e-06 2.17085e-06 0 0 4.18866e-06 0 0 2.84114e-06 2.64202e-06 4.98085e-06 9.85484e-06 1.08283e-34 2.84166e-06 2.59065e-06 0 4.27436e-06 4.52062e-06 2.67605e-06 1.58406e-06 3.49801e-06 0 0 3.07524e-06 2.07514e-06 0 4.04874e-06 2.96759e-06 2.55616e-06 2.21265e-06 0 0 Variance: 6.13084e-06 Variances/cluster: 2.99844e-08 2.764e-08 4.10729e-08 0.035575 0 3.44394e-08 3.14608e-08 3.03701e-08 4.0355e-07 3.22342e-08 3.88364e-08 2.44328e-08 9.07286e-08 3.02869e-08 4.14162e-08 2.4838e-08 4.77811e-08 3.75962e-08 2.12359e-08 3.74061e-08 2.31121e-08 0 1.92014e-08 2.85037e-08 5.48225e-08 2.27574e-08 3.06987e-08 2.65218e-08 2.74294e-08 2.1154e-08 3.65842e-08 4.84801e-08 4.1723e-08 1.75159e-06 2.64513e-08 1.64378e-07 3.80012e-08 2.7049e-08 3.80032e-08 3.04358e-08 1.0977e-07 0 2.67973e-31 2.04227e-08 3.41814e-08 3.40854e-08 2.33404e-08 0 0 4.02724e-08 0 0 3.50645e-08 1.77301e-08 4.36879e-08 8.95767e-07 0 3.78763e-08 2.4209e-08 0 2.70507e-08 3.07498e-08 2.81666e-08 1.75986e-08 2.66998e-08 0 0 2.1206e-08 2.09586e-08 0 3.1134e-08 2.16594e-08 1.111e-07 2.21246e-08 0 0 -------------------------------------------------------------- Initialization seed trial #36 of 1000; initialization seed = 493576261 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 28 BIC score: 723150 Distortion: 0.000228251 Distortions/cluster: 3.80827e-06 2.68856e-06 2.70425e-06 2.7551e-06 3.02163e-06 1.53817e-06 3.17337e-06 3.75191e-06 2.35132e-06 3.28619e-06 2.37044e-35 4.09944e-06 2.54647e-06 2.5094e-06 2.85499e-06 2.55616e-06 4.32063e-06 3.13312e-06 4.23813e-06 1.83134e-06 2.2125e-06 1.27749e-35 0 4.27414e-06 2.07844e-06 1.98488e-06 2.9264e-06 5.44976e-06 4.78113e-06 2.20006e-06 3.88044e-06 4.08544e-06 2.60546e-06 4.81569e-35 0 4.02103e-06 2.84347e-06 0 1.08283e-34 5.61729e-06 3.34856e-06 2.89768e-06 0 3.48617e-06 4.5107e-06 3.64881e-06 1.65747e-06 0 2.29677e-06 3.79401e-06 0 4.06499e-06 4.01514e-06 1.61277e-06 0 1.89928e-06 3.74124e-06 4.31694e-06 5.72384e-06 1.59192e-05 0 9.64317e-35 2.75731e-06 2.1781e-06 2.19427e-06 3.96269e-06 0 2.45348e-05 1.72731e-06 3.22236e-06 0 1.80277e-06 2.68015e-06 7.76697e-06 2.3616e-06 0 Variance: 3.90573e-08 Variances/cluster: 2.44099e-08 2.5603e-08 3.51084e-08 2.59893e-08 2.11278e-08 1.78836e-08 3.3053e-08 3.53844e-08 2.23861e-08 2.93384e-08 0 2.94898e-08 3.63661e-08 3.63658e-08 1.0977e-07 1.111e-07 4.07473e-08 2.63201e-08 4.15369e-08 2.05751e-08 4.17312e-08 0 0 1.64378e-07 2.84693e-08 1.60057e-08 3.61252e-08 4.3238e-08 3.98297e-08 3.99975e-08 3.20593e-08 3.37611e-08 3.42796e-08 2.67973e-31 0 2.79208e-08 2.33043e-08 0 0 4.15971e-08 2.5756e-08 3.91545e-08 0 2.38756e-08 2.9666e-08 3.17258e-08 1.92707e-08 0 2.31976e-08 3.6478e-08 0 3.10203e-08 2.62404e-08 1.99088e-08 0 3.51699e-08 3.22491e-08 4.74243e-08 2.80556e-08 7.5794e-07 0 6.86694e-32 3.44551e-08 2.50327e-08 3.17982e-08 4.00236e-08 0 2.72576e-06 4.93473e-08 2.19189e-08 0 3.21886e-08 2.73461e-08 9.03049e-08 1.98436e-08 0 -------------------------------------------------------------- Initialization seed trial #37 of 1000; initialization seed = 493576262 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 594593 Distortion: 0.00412529 Distortions/cluster: 4.81131e-06 2.57425e-06 5.25522e-06 2.4621e-06 1.94471e-06 1.36989e-06 2.54812e-06 2.65481e-06 0 8.29035e-06 2.73301e-06 4.45929e-06 3.27079e-06 5.83568e-06 2.22172e-06 3.56817e-06 1.96776e-06 3.55065e-06 2.72426e-06 0.00391362 4.81569e-35 4.59521e-06 2.03163e-06 3.66254e-06 4.56695e-06 2.68133e-06 6.44605e-06 2.11898e-06 3.07019e-06 2.35671e-06 2.30211e-06 2.09371e-06 2.44163e-06 4.55507e-06 4.23629e-06 2.7441e-06 9.64317e-35 2.37044e-35 6.45786e-06 1.36561e-06 3.88695e-06 4.70488e-06 4.31336e-06 0 3.08351e-06 4.0863e-06 9.85484e-06 2.40732e-06 2.65967e-06 1.5937e-06 1.71483e-06 0 4.0341e-06 2.53472e-06 3.46259e-06 7.44197e-06 0 2.02307e-06 1.53646e-06 0 0 5.97749e-06 2.82557e-06 4.01817e-06 2.08807e-06 5.67881e-06 2.70557e-06 1.71155e-06 2.34701e-06 0 0 0 2.7131e-06 2.29854e-06 0 0 Variance: 7.05902e-07 Variances/cluster: 3.48617e-08 3.10123e-08 1.75159e-06 2.64711e-08 2.81817e-08 1.82636e-08 2.59989e-08 2.09018e-08 0 9.41992e-08 2.90719e-08 4.12763e-08 3.7592e-08 1.42286e-07 3.4169e-08 3.71655e-08 2.16218e-08 4.12831e-08 1.89168e-08 0.00391989 2.67973e-31 3.58886e-08 2.41839e-08 3.73605e-08 1.69132e-07 2.01586e-08 4.05278e-08 3.07072e-08 3.41102e-08 2.24422e-08 2.01922e-08 2.90765e-08 2.51691e-08 3.07748e-08 4.23501e-08 2.3654e-08 6.86694e-32 0 4.0355e-07 2.13354e-08 5.39807e-08 3.85521e-08 3.08069e-08 0 2.39011e-08 4.64209e-08 8.95767e-07 2.03992e-08 4.50751e-08 2.21328e-08 2.52158e-08 0 4.91815e-08 1.89136e-08 2.40437e-08 3.19293e-08 0 1.96392e-08 1.52111e-08 0 0 3.26532e-08 3.53168e-08 4.14219e-08 3.26231e-08 3.46157e-08 2.29263e-08 3.49179e-08 3.60959e-08 0 0 0 4.67622e-08 2.47126e-08 0 0 -------------------------------------------------------------- Initialization seed trial #38 of 1000; initialization seed = 493576263 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 67 BIC score: 726108 Distortion: 0.000213692 Distortions/cluster: 2.40235e-06 2.19135e-06 1.87126e-06 1.74846e-06 7.01262e-06 1.92592e-06 4.05476e-06 9.85484e-06 1.07917e-06 3.6768e-06 9.64317e-35 1.82848e-06 1.27749e-35 1.79687e-06 3.13096e-06 2.13356e-06 2.18495e-06 2.46327e-06 4.36249e-06 2.61009e-06 6.41821e-06 2.58343e-06 2.37044e-35 8.62471e-06 2.72692e-06 1.91748e-06 3.04866e-06 7.06467e-06 2.4456e-06 2.53557e-06 4.56695e-06 3.71748e-06 3.18685e-06 2.57317e-06 0 0 8.55988e-06 5.25473e-06 1.88775e-06 0 5.5155e-06 2.93742e-06 3.95976e-06 3.22461e-06 6.45786e-06 1.08283e-34 1.71025e-06 3.36458e-06 1.81448e-06 3.27559e-06 2.21337e-06 2.99324e-06 0 7.48659e-06 1.70837e-06 0 2.23345e-06 0 4.99551e-06 5.25522e-06 0 0 4.81569e-35 3.65563e-06 1.61015e-06 2.82891e-06 2.25372e-06 1.98037e-06 1.95984e-06 0 2.10079e-06 3.63652e-06 2.66928e-06 6.51585e-06 0 1.8951e-06 Variance: 3.65661e-08 Variances/cluster: 2.58295e-08 1.90535e-08 1.8344e-08 2.77506e-08 4.93699e-08 1.7831e-08 4.05347e-08 8.95767e-07 2.20216e-08 2.28353e-08 6.86694e-32 1.98725e-08 0 2.42798e-08 2.40822e-08 2.03173e-08 2.32413e-08 1.8946e-08 2.79622e-08 3.47985e-08 3.41284e-08 2.55756e-08 0 3.78152e-08 2.05014e-08 2.4581e-08 2.3449e-08 4.77189e-08 3.26051e-08 3.78414e-08 1.69132e-07 3.91186e-08 2.72357e-08 4.94796e-08 0 0 9.61687e-08 3.62275e-08 1.88758e-08 0 1.37842e-07 2.7196e-08 4.03924e-08 3.83849e-08 4.0355e-07 0 2.55238e-08 5.42627e-08 2.79126e-08 3.99427e-08 3.11714e-08 2.00871e-08 0 4.35126e-08 2.62801e-08 0 2.69068e-08 0 4.66724e-08 1.75159e-06 0 0 2.67973e-31 4.2015e-08 3.65907e-08 2.37702e-08 3.00469e-08 3.60046e-08 2.2269e-08 0 3.56042e-08 4.13105e-08 2.54187e-08 3.3576e-08 0 2.01585e-08 -------------------------------------------------------------- Initialization seed trial #39 of 1000; initialization seed = 493576264 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 72 BIC score: 726681 Distortion: 0.000210016 Distortions/cluster: 5.49704e-06 9.85484e-06 3.45623e-06 5.25522e-06 3.43253e-06 9.64317e-35 3.69627e-06 2.23644e-06 2.71491e-06 2.96547e-06 2.37044e-35 4.57062e-06 0 1.77822e-06 2.71262e-06 4.50943e-06 2.75393e-06 5.9104e-06 2.44723e-06 2.58995e-06 1.74903e-06 2.35879e-06 3.50302e-06 4.58328e-06 3.81263e-06 4.3713e-06 1.14721e-06 2.58907e-06 0 5.08003e-06 2.90057e-06 3.45067e-06 3.22306e-06 3.40346e-06 2.24485e-06 2.80094e-06 4.26793e-06 2.52169e-06 3.41743e-06 2.43268e-06 1.8758e-06 0 4.81569e-35 1.63163e-06 3.10147e-06 1.91152e-06 4.12348e-06 0 8.39942e-06 2.15634e-06 3.50437e-06 2.1633e-06 2.37312e-06 4.60216e-06 1.14671e-06 4.56695e-06 2.42688e-06 0 2.49705e-06 0 4.33072e-06 0 3.87145e-06 2.18381e-06 1.97993e-06 4.75269e-06 5.18454e-06 4.31849e-06 0 1.76007e-06 1.95767e-06 3.57714e-06 0 1.08283e-34 3.38055e-06 1.27749e-35 Variance: 3.59371e-08 Variances/cluster: 2.97041e-08 8.95767e-07 4.73415e-08 1.75159e-06 2.11866e-08 6.86694e-32 3.88952e-08 2.40449e-08 3.93335e-08 2.22948e-08 0 4.86075e-08 0 1.91186e-08 3.82027e-08 3.60724e-08 2.41549e-08 3.93959e-07 3.21974e-08 3.64661e-08 1.61933e-08 2.33523e-08 4.02515e-08 3.94982e-08 3.9303e-08 4.04628e-08 3.18641e-08 2.90877e-08 0 2.90191e-08 2.07159e-08 2.06609e-08 4.67068e-08 2.57816e-08 2.87773e-08 3.41548e-08 3.5862e-08 3.15109e-08 2.4064e-08 2.45697e-08 2.20663e-08 0 2.67973e-31 1.63148e-08 4.18991e-08 1.93061e-08 5.88891e-08 0 9.43662e-08 2.53664e-08 3.43535e-08 3.00432e-08 2.47178e-08 3.65134e-08 1.84937e-08 1.69132e-07 6.06671e-08 0 3.28533e-08 0 2.64046e-08 0 2.76441e-08 2.06001e-08 2.67534e-08 3.92655e-08 1.3639e-07 3.08436e-08 0 2.47874e-08 2.15103e-08 3.47265e-08 0 0 3.63383e-08 0 -------------------------------------------------------------- Initialization seed trial #40 of 1000; initialization seed = 493576265 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 499063 Distortion: 0.0358527 Distortions/cluster: 4.46706e-06 4.56695e-06 2.94766e-06 3.06253e-06 2.70522e-06 3.53429e-06 1.59192e-05 4.03617e-06 2.45348e-05 3.66377e-06 3.66819e-06 0.0356196 3.98294e-06 2.37044e-35 2.95095e-06 8.55988e-06 3.70175e-06 4.83345e-06 3.4112e-06 3.26005e-06 3.61194e-06 4.05032e-06 3.09911e-06 3.21045e-06 2.6231e-06 3.15087e-06 3.78027e-06 2.83441e-06 3.58833e-06 2.65198e-06 4.41505e-06 0 3.87566e-06 2.86909e-06 0 3.6612e-06 0 3.31438e-06 3.24382e-06 3.8044e-06 0 3.13056e-06 0 0 0 3.64935e-06 0 4.15604e-06 3.19196e-06 2.54395e-06 2.73606e-06 1.27749e-35 3.24568e-06 0 4.30021e-06 2.50396e-06 4.19467e-06 4.31612e-06 0 0 3.78723e-06 3.60523e-06 3.90879e-06 0 4.05316e-06 4.81569e-35 0 1.08283e-34 0 5.41863e-06 3.33125e-06 0 2.52439e-06 2.59353e-06 0 4.41022e-06 Variance: 6.13497e-06 Variances/cluster: 2.49532e-08 1.69132e-07 2.65523e-08 3.7806e-08 2.7323e-08 4.10929e-08 7.5794e-07 2.7086e-08 2.72576e-06 3.52254e-08 2.84329e-08 0.035575 3.58707e-08 0 3.93431e-08 9.61687e-08 2.5179e-08 4.69122e-08 2.22934e-08 4.02342e-08 2.05206e-08 2.45453e-08 2.56103e-08 3.52765e-08 3.36266e-08 2.62549e-08 2.22343e-08 2.26678e-08 3.29099e-08 2.54913e-08 3.94073e-08 0 3.83603e-08 2.51653e-08 0 4.02208e-08 0 3.99298e-08 3.27629e-08 3.04252e-08 0 2.0066e-08 0 0 0 7.29626e-08 0 1.18705e-07 2.77539e-08 2.3553e-08 2.04165e-08 0 3.73034e-08 0 3.09336e-08 3.01584e-08 2.30456e-08 4.69002e-08 0 0 4.73361e-08 3.56924e-08 2.23334e-08 0 5.33264e-08 2.67973e-31 0 0 0 4.51406e-08 3.08346e-08 0 2.83615e-08 3.08651e-08 0 4.12035e-08 -------------------------------------------------------------- Initialization seed trial #41 of 1000; initialization seed = 493576266 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 594995 Distortion: 0.00414724 Distortions/cluster: 3.81614e-06 4.56695e-06 2.80951e-06 2.9522e-06 3.53983e-06 4.17264e-06 4.07273e-06 4.00531e-06 4.81569e-35 2.37044e-35 2.43889e-06 5.74002e-06 3.32347e-06 2.374e-06 5.01749e-06 0 3.3368e-06 4.01221e-06 9.64317e-35 1.97794e-06 3.57105e-06 4.63745e-06 1.84058e-06 2.55519e-06 0 4.65954e-06 3.02765e-06 2.77577e-06 3.70737e-06 5.25419e-06 2.77622e-06 2.45348e-05 2.0349e-06 4.93059e-06 0 0 2.94817e-06 3.9858e-06 3.37771e-06 6.12156e-06 0 3.19499e-06 0 0 2.84691e-06 0 2.36147e-06 0 0 1.42826e-05 2.61676e-06 0 0.00391362 8.66831e-06 4.5756e-06 3.07752e-06 3.19718e-06 2.90348e-06 0 0 2.43102e-06 2.32397e-06 6.06548e-06 3.24706e-06 3.53175e-06 2.49953e-06 0 3.0587e-06 3.89304e-06 2.68324e-06 4.7305e-06 3.64062e-06 2.47644e-06 0 4.41646e-06 0 Variance: 7.09658e-07 Variances/cluster: 3.77723e-08 1.69132e-07 3.60162e-08 2.15465e-08 3.50368e-08 2.95834e-08 3.03908e-08 2.70604e-08 2.67973e-31 0 4.13238e-08 2.62079e-08 3.90872e-08 3.29695e-08 2.9863e-08 0 2.4354e-08 1.14597e-07 6.86694e-32 2.90849e-08 4.35457e-08 2.34194e-08 2.9677e-08 3.70289e-08 0 6.65586e-08 3.40156e-08 3.51247e-08 2.94204e-08 2.16203e-08 3.11909e-08 2.72576e-06 4.84464e-08 3.35303e-08 0 0 4.3988e-08 2.49031e-08 3.75277e-08 2.66132e-08 0 5.2361e-08 0 0 4.74443e-08 0 2.48554e-08 0 0 7.14025e-07 2.64287e-08 0 0.00391989 9.63048e-08 3.4917e-08 2.05144e-08 2.10323e-08 2.50278e-08 0 0 2.55871e-08 3.93766e-08 3.63171e-08 2.2704e-08 3.9229e-08 2.77701e-08 0 4.07693e-08 3.77841e-08 4.19216e-08 2.95631e-08 7.91174e-08 2.69155e-08 0 3.19929e-08 0 -------------------------------------------------------------- Initialization seed trial #42 of 1000; initialization seed = 493576267 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498620 Distortion: 0.0358247 Distortions/cluster: 1.75919e-06 1.27749e-35 2.41016e-06 1.78743e-06 3.7542e-06 5.03438e-06 2.37044e-35 4.03105e-06 2.75712e-06 2.2713e-06 2.44428e-06 3.54327e-06 3.04895e-06 2.22308e-06 5.25522e-06 1.99949e-06 2.08681e-06 5.06305e-06 4.91589e-06 2.10976e-06 9.85484e-06 2.27071e-06 0 3.4924e-06 5.95945e-06 3.86821e-06 1.8117e-06 1.40835e-06 3.94371e-06 1.78111e-06 4.6067e-06 2.87921e-06 3.31815e-06 2.56093e-06 2.87708e-06 3.07275e-06 2.55417e-06 2.77026e-06 1.57447e-06 2.66456e-06 2.03703e-06 1.55659e-06 2.55616e-06 0 1.34312e-06 2.03765e-06 4.81569e-35 3.78027e-06 0 2.60895e-06 5.9104e-06 1.90879e-06 2.78966e-06 2.55884e-06 2.03349e-06 0.0356196 2.57436e-06 0 2.79854e-06 0 5.76477e-06 1.92176e-06 2.51678e-06 3.38659e-06 5.5806e-06 1.08283e-34 6.3849e-06 3.52635e-06 0 3.64851e-06 6.96442e-06 0 3.88702e-06 1.59823e-06 0 3.75407e-06 Variance: 6.13017e-06 Variances/cluster: 2.93172e-08 0 3.65153e-08 2.35167e-08 4.12412e-08 7.51328e-08 0 4.07043e-08 2.90198e-08 2.52338e-08 2.28417e-08 2.31559e-08 2.14692e-08 1.30756e-07 1.75159e-06 1.86852e-08 1.81446e-08 3.64129e-08 3.99535e-08 3.63728e-08 8.95767e-07 1.97436e-08 0 2.07857e-08 3.89383e-08 2.52802e-08 1.82984e-08 2.27133e-08 2.68191e-08 1.48415e-07 3.87002e-08 3.38701e-08 4.09613e-08 2.66732e-08 2.93555e-08 3.70179e-08 2.80654e-08 3.74331e-08 2.71435e-08 2.11454e-08 3.18258e-08 2.5515e-08 1.111e-07 0 2.16613e-08 2.26386e-08 2.67973e-31 2.27707e-08 0 1.04322e-07 3.93959e-07 2.12069e-08 2.05104e-08 2.09723e-08 2.42058e-08 0.035575 2.62667e-08 0 3.63418e-08 0 3.25585e-08 3.00247e-08 2.24689e-08 5.29108e-08 4.35845e-08 0 3.14425e-08 4.7639e-08 0 2.48177e-08 4.43451e-08 0 4.46637e-08 3.07324e-08 0 1.10403e-07 -------------------------------------------------------------- Initialization seed trial #43 of 1000; initialization seed = 493576268 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 594985 Distortion: 0.00412557 Distortions/cluster: 2.1689e-06 3.66201e-06 2.37044e-35 2.88471e-06 2.43335e-06 7.0644e-06 1.65581e-06 5.83568e-06 9.64317e-35 2.47885e-06 9.85484e-06 2.36791e-06 1.98732e-06 1.89976e-06 2.26317e-06 1.94315e-06 1.57735e-06 0 1.15594e-06 5.24573e-06 2.90262e-06 1.96922e-06 0 2.0137e-06 7.39041e-06 4.89178e-06 2.72521e-06 2.73108e-06 3.51653e-06 1.75768e-06 4.46806e-06 2.02097e-06 2.36661e-06 8.49704e-06 1.66641e-06 0 2.14816e-06 4.81569e-35 0.00391362 2.94535e-06 3.48843e-06 1.61579e-06 2.09372e-06 2.12264e-06 1.43075e-06 2.5821e-06 6.99769e-06 2.8824e-06 8.23237e-06 1.67724e-06 1.9729e-06 2.02738e-06 2.51434e-06 2.6584e-06 8.57577e-06 2.24474e-06 1.28041e-05 0 8.00262e-06 2.35369e-06 2.10806e-06 1.41818e-06 1.50653e-06 0 0 0 5.25522e-06 0 2.11108e-06 0 2.25287e-06 3.75647e-06 1.27013e-06 3.02493e-06 0 2.48194e-06 Variance: 7.0595e-07 Variances/cluster: 2.74521e-08 1.07697e-07 0 2.44445e-08 3.24418e-08 4.20364e-08 2.47114e-08 1.42286e-07 6.86694e-32 2.2533e-08 8.95767e-07 2.7215e-08 2.23274e-08 3.58422e-08 2.03871e-08 2.66159e-08 2.07527e-08 0 2.31098e-07 7.82868e-08 1.93491e-08 2.18783e-08 0 3.2477e-08 4.79743e-08 4.25232e-08 3.58553e-08 2.55211e-08 2.0806e-08 4.5065e-08 3.4364e-07 2.08329e-08 1.71478e-08 3.35741e-08 2.60353e-08 0 3.40948e-08 2.67973e-31 0.00391989 3.63592e-08 2.29482e-08 1.99461e-08 1.61041e-07 2.52673e-08 3.66823e-08 3.63647e-08 4.92648e-08 2.15079e-08 4.62342e-08 1.84296e-08 2.29381e-08 1.94917e-08 2.41739e-08 2.65817e-08 4.08235e-08 1.95178e-08 3.96285e-08 0 5.00006e-08 1.92904e-08 2.34201e-08 2.4878e-08 3.01278e-08 0 0 0 1.75159e-06 0 3.35061e-08 0 1.4079e-07 5.36592e-08 2.95352e-08 2.93658e-08 0 2.1962e-08 -------------------------------------------------------------- Initialization seed trial #44 of 1000; initialization seed = 493576269 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 717650 Distortion: 0.000261106 Distortions/cluster: 1.99811e-06 2.82694e-06 2.51868e-06 4.81569e-35 2.37044e-35 2.35652e-06 2.6539e-06 9.64317e-35 2.92898e-06 5.06082e-06 3.50618e-06 2.85769e-06 5.10471e-06 4.34357e-06 2.8682e-06 0 2.39595e-06 3.84371e-06 2.02487e-06 2.5863e-06 2.7157e-06 5.11331e-06 2.04673e-06 6.46999e-06 3.14613e-06 1.81416e-06 2.0739e-06 4.08714e-06 2.55644e-06 4.27227e-06 0 2.36458e-06 4.58239e-06 0 0 0 4.59429e-06 0 1.57896e-06 4.5739e-06 1.62259e-06 6.97367e-06 0 2.64446e-06 0 3.86769e-06 2.81659e-06 2.74655e-06 3.7086e-06 2.72301e-06 4.35604e-05 2.5731e-06 4.33351e-06 0 0 2.62901e-06 5.03672e-06 3.68831e-06 0 0 1.27749e-35 3.05938e-06 3.911e-06 5.4467e-06 2.7402e-06 4.27704e-06 1.08283e-34 5.25815e-06 0 3.1695e-05 0 0 0 3.69912e-06 4.97396e-06 5.25662e-06 Variance: 4.46794e-08 Variances/cluster: 2.62886e-08 2.56964e-08 3.3138e-08 2.67973e-31 0 2.90902e-08 4.08257e-08 6.86694e-32 3.2184e-08 2.99359e-08 2.97108e-08 2.59768e-08 3.11232e-08 4.93438e-08 3.62943e-08 0 1.81495e-08 3.65948e-08 2.00459e-08 2.06886e-08 2.38199e-08 1.7043e-07 4.9916e-08 2.93994e-08 3.61594e-08 2.41863e-08 3.70306e-08 4.1703e-08 2.24229e-08 4.1066e-08 0 3.58237e-08 4.72266e-08 0 0 0 3.64595e-08 0 2.07738e-08 4.0825e-08 1.78285e-08 4.67876e-08 0 2.18531e-08 0 4.15745e-08 3.96669e-08 3.71123e-08 2.16858e-08 2.06264e-08 2.7222e-06 1.83777e-08 4.24726e-08 0 0 2.34713e-08 4.09358e-08 3.88121e-08 0 0 0 2.35309e-08 6.98327e-08 3.24103e-08 2.58487e-08 2.45782e-08 0 1.34779e-07 0 3.10701e-07 0 0 0 3.9772e-08 2.67394e-08 2.51491e-08 -------------------------------------------------------------- Initialization seed trial #45 of 1000; initialization seed = 493576270 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 727537 Distortion: 0.00020714 Distortions/cluster: 4.30609e-06 3.52442e-06 5.25522e-06 9.85484e-06 2.4734e-06 3.91573e-06 2.11421e-06 4.03752e-06 2.03708e-06 0 1.93436e-06 4.57297e-06 2.76603e-06 1.12673e-06 2.6285e-06 3.04789e-06 2.58684e-06 2.10028e-06 2.22308e-06 4.7277e-06 1.92045e-06 4.46447e-06 1.83009e-06 1.65967e-06 4.36268e-06 1.9961e-06 3.63227e-06 2.79596e-06 2.68615e-06 2.20659e-06 1.06948e-06 2.26231e-06 2.33467e-06 4.25009e-06 1.879e-06 2.37044e-35 3.31858e-06 2.41599e-06 0 2.24269e-06 0 1.74607e-06 1.08283e-34 0 3.64716e-06 3.9974e-06 2.36565e-06 2.05127e-06 0 3.81528e-06 3.97233e-06 5.86211e-06 5.629e-06 0 4.45455e-06 9.64317e-35 5.14271e-06 0 1.6948e-06 3.76552e-06 0 5.14837e-06 3.61053e-06 1.27749e-35 2.34957e-06 0 3.02447e-06 3.81619e-06 2.39161e-06 4.81569e-35 2.09197e-06 7.53819e-06 3.49553e-06 3.71098e-06 5.9104e-06 3.34858e-06 Variance: 3.5445e-08 Variances/cluster: 4.06101e-08 5.1814e-08 1.75159e-06 8.95767e-07 2.87578e-08 1.22326e-07 2.64254e-08 3.73724e-08 3.23325e-08 0 2.17318e-08 2.39402e-08 3.33229e-08 8.664e-08 3.80916e-08 4.35269e-08 3.5433e-08 5.00023e-08 1.30756e-07 2.56918e-08 3.36892e-08 1.53934e-07 2.9515e-08 2.30489e-08 3.85953e-08 3.44123e-08 2.95277e-08 3.58429e-08 2.91945e-08 4.41281e-08 7.63872e-08 3.18608e-08 3.15393e-08 2.47077e-08 1.86018e-08 0 3.72754e-08 1.85829e-08 0 1.794e-08 0 2.18239e-08 0 0 2.1452e-08 2.89641e-08 2.46392e-08 1.99135e-08 0 2.57704e-08 4.13647e-08 4.40619e-08 3.27159e-08 0 2.7659e-08 6.86694e-32 4.04817e-08 0 2.04172e-08 2.35325e-08 0 3.65015e-08 2.39087e-08 0 2.30323e-08 0 2.08559e-08 3.20661e-08 2.25603e-08 2.67973e-31 2.22524e-08 8.8676e-08 2.41049e-08 4.03332e-08 3.93959e-07 3.63856e-08 -------------------------------------------------------------- Initialization seed trial #46 of 1000; initialization seed = 493576271 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 594630 Distortion: 0.00412371 Distortions/cluster: 3.48413e-06 2.21923e-06 8.39942e-06 2.55285e-06 5.25522e-06 3.08986e-06 4.81569e-35 2.27568e-06 3.77859e-06 3.33666e-06 2.90113e-06 3.08729e-06 3.96182e-06 6.45786e-06 2.58116e-06 0 3.04341e-06 2.59916e-06 2.42174e-06 4.20764e-06 2.37044e-35 3.7991e-06 0 3.31091e-06 0 4.71619e-06 0 4.16834e-06 1.60809e-06 3.84265e-06 0 2.35509e-06 3.47327e-06 2.18074e-06 4.80373e-06 2.36166e-06 2.00145e-06 4.56695e-06 4.24219e-06 2.67587e-06 4.3257e-06 0 1.5893e-06 0 1.91613e-06 2.27978e-06 3.5708e-06 3.02596e-06 9.64317e-35 2.87043e-06 2.20246e-06 3.73261e-06 0 3.911e-06 2.27133e-06 0 2.35281e-06 2.93867e-06 9.85484e-06 2.09317e-06 3.58364e-06 4.52962e-06 4.10104e-06 0.00391362 3.21313e-06 3.45958e-06 3.30753e-06 0 1.65688e-06 5.20121e-06 5.2913e-06 3.11714e-06 2.45807e-06 0 2.96548e-06 2.50829e-06 Variance: 7.05631e-07 Variances/cluster: 2.8549e-08 2.49328e-08 9.43662e-08 2.12718e-08 1.75159e-06 2.00616e-08 2.67973e-31 2.37023e-08 3.3428e-08 3.37007e-08 3.97285e-08 3.54748e-08 3.24711e-08 4.0355e-07 2.83619e-08 0 2.41512e-08 3.87911e-08 2.75168e-08 2.71437e-08 0 4.74729e-08 0 2.60679e-08 0 3.27484e-08 0 4.0456e-08 3.49557e-08 3.39947e-08 0 3.8605e-08 1.92943e-08 1.96445e-08 2.8422e-08 3.06682e-08 2.94304e-08 1.69132e-07 5.36939e-08 2.15774e-08 4.07963e-08 0 2.64859e-08 0 2.66106e-08 3.93031e-08 2.1509e-08 4.20132e-08 6.86694e-32 3.87862e-08 3.93262e-08 2.34735e-08 0 5.92397e-08 2.04601e-08 0 2.47643e-08 2.16059e-08 8.95767e-07 2.55241e-08 2.13293e-08 2.92137e-08 2.48466e-08 0.00391989 3.82389e-08 3.56627e-08 4.24009e-08 0 3.38117e-08 4.29715e-08 1.35629e-07 3.58182e-08 2.99666e-08 0 2.64744e-08 3.43489e-08 -------------------------------------------------------------- Initialization seed trial #47 of 1000; initialization seed = 493576272 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 690713 Distortion: 0.000473832 Distortions/cluster: 4.43078e-06 2.70546e-06 3.46706e-06 2.25071e-06 2.43038e-06 4.05471e-06 3.03066e-06 2.08162e-06 4.07964e-06 2.95826e-06 4.79965e-06 3.75686e-06 2.69715e-06 1.91877e-06 2.23064e-06 3.28877e-06 4.03768e-06 3.77119e-06 1.99402e-06 5.42751e-06 0 9.64317e-35 2.97088e-06 2.03872e-06 3.09957e-06 9.85484e-06 0.000272219 3.69493e-06 2.66544e-06 2.35107e-06 3.02885e-06 2.37044e-35 3.00627e-06 2.55071e-06 6.22753e-06 3.46733e-06 2.70895e-06 3.98129e-06 3.18888e-06 2.94737e-06 3.2327e-06 3.23249e-06 0 0 1.27749e-35 0 1.96254e-06 0 2.94912e-06 5.25522e-06 2.93078e-06 3.24053e-06 5.89339e-06 3.40193e-06 2.74096e-06 2.29336e-06 2.42464e-06 1.08283e-34 0 2.64376e-06 2.17755e-06 3.07278e-06 2.0058e-06 4.90257e-06 0 1.99312e-06 3.00927e-06 0 3.11419e-06 3.38679e-06 4.84115e-06 0 2.74008e-06 1.15594e-06 3.81881e-06 0 Variance: 8.10801e-08 Variances/cluster: 5.53799e-08 3.55864e-08 2.19411e-08 2.84875e-08 2.3367e-08 3.75312e-08 3.36639e-08 3.30385e-08 2.81262e-08 3.94401e-08 3.42778e-07 2.57234e-08 3.96508e-08 3.30714e-08 2.47828e-08 3.28849e-08 2.20612e-08 2.40175e-08 3.56053e-08 1.42782e-07 0 6.86694e-32 2.26764e-08 2.68229e-08 3.7341e-08 8.95767e-07 3.20226e-06 2.47961e-08 4.03818e-08 3.17609e-08 3.44158e-08 0 2.31231e-08 3.75078e-08 3.59854e-08 3.36528e-08 2.18444e-08 2.63639e-08 2.26142e-08 2.67911e-08 3.29838e-08 2.62777e-08 0 0 0 0 3.70174e-08 0 3.23973e-08 1.75159e-06 2.71337e-08 2.89239e-08 2.72818e-08 3.86455e-08 3.60533e-08 3.75848e-08 4.84768e-08 0 0 3.72332e-08 1.78472e-08 3.61471e-08 3.13305e-08 2.91794e-08 0 2.05458e-08 2.89328e-08 0 5.18874e-08 2.91939e-08 1.72882e-07 0 3.55827e-08 2.31098e-07 3.03053e-08 0 -------------------------------------------------------------- Initialization seed trial #48 of 1000; initialization seed = 493576273 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 727245 Distortion: 0.000207541 Distortions/cluster: 0 1.80989e-06 3.43347e-06 2.94562e-06 4.29407e-06 1.95049e-06 5.9104e-06 2.83473e-06 1.77226e-06 2.5293e-06 3.15061e-06 2.44102e-06 4.56695e-06 5.7534e-06 3.97777e-06 9.85484e-06 3.40311e-06 2.54824e-06 3.04478e-06 3.27401e-06 2.33369e-06 5.45768e-06 9.64317e-35 4.10697e-06 3.8662e-06 1.30444e-06 4.3627e-06 1.57458e-06 1.70976e-06 1.85294e-06 2.37044e-35 4.28387e-06 0 2.50567e-06 1.49201e-06 5.25522e-06 2.29441e-06 0 3.18937e-06 6.96737e-06 2.68126e-06 3.00567e-06 3.26847e-06 3.29076e-06 2.22308e-06 1.98117e-06 3.57431e-06 0 0 2.23378e-06 8.55988e-06 5.25815e-06 0 3.53266e-06 2.20633e-06 4.32444e-06 2.29775e-06 5.50135e-06 1.62876e-06 1.27749e-35 2.60072e-06 1.43855e-06 1.08283e-34 2.50176e-06 5.30559e-06 1.50511e-06 0 1.70096e-06 2.71643e-06 0 1.65798e-06 4.81569e-35 3.32769e-06 2.86072e-06 2.64645e-06 1.6596e-06 Variance: 3.55136e-08 Variances/cluster: 0 2.01075e-08 2.38413e-08 3.92631e-08 4.2937e-08 1.99007e-08 3.93959e-07 3.221e-08 2.85822e-08 3.12232e-08 3.70538e-08 2.46538e-08 1.69132e-07 4.6383e-08 3.68191e-08 8.95767e-07 4.79163e-08 2.25488e-08 3.75866e-08 2.33837e-08 1.78129e-08 3.30661e-08 6.86694e-32 2.3333e-08 2.30111e-08 2.17385e-08 3.54578e-08 1.78914e-08 2.0113e-08 2.5733e-08 0 4.0023e-08 0 3.63112e-08 1.77599e-08 1.75159e-06 3.58477e-08 0 2.8222e-08 3.10941e-08 3.88469e-08 2.7075e-08 2.5938e-08 3.61504e-08 1.30756e-07 2.64133e-08 5.1786e-08 0 0 3.72274e-08 9.61687e-08 1.34779e-07 0 5.35205e-08 4.08542e-08 2.25212e-08 2.01539e-08 3.10709e-08 2.36024e-08 0 3.51421e-08 1.77578e-08 0 2.21375e-08 3.89991e-08 2.64031e-08 0 2.42975e-08 3.12205e-08 0 2.51187e-08 2.67973e-31 4.21087e-08 1.97274e-08 2.18692e-08 2.76577e-08 -------------------------------------------------------------- Initialization seed trial #49 of 1000; initialization seed = 493576274 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 726869 Distortion: 0.000208067 Distortions/cluster: 2.01246e-06 1.27749e-35 5.41269e-06 1.93443e-06 1.39503e-06 3.03861e-06 1.78007e-06 1.87743e-06 1.08283e-34 1.71091e-06 2.15759e-06 2.6901e-06 2.48205e-06 2.07214e-06 3.91884e-06 2.06553e-06 1.44398e-06 1.9526e-06 5.9104e-06 6.51265e-06 1.95726e-06 3.56427e-06 9.85484e-06 5.41986e-06 2.74716e-06 2.35097e-06 5.54074e-06 5.25522e-06 2.11897e-06 2.138e-06 1.78057e-06 1.35617e-06 4.81569e-35 2.52656e-06 3.44262e-06 2.21917e-06 1.81859e-06 1.95673e-06 3.60636e-06 2.95375e-06 3.17534e-06 5.30104e-06 2.50045e-06 1.49131e-06 7.30538e-06 1.70124e-06 2.08497e-06 1.57428e-06 1.93219e-06 9.64317e-35 4.44401e-06 1.74742e-06 2.65514e-06 6.17925e-06 2.37044e-35 2.59297e-06 1.43876e-06 6.70756e-06 7.66817e-06 6.6292e-06 0 1.48944e-06 2.95573e-06 1.92392e-06 0 2.22308e-06 0 1.52636e-06 2.07518e-06 5.11331e-06 3.41549e-06 1.83448e-06 0 0 0 5.4061e-06 Variance: 3.56035e-08 Variances/cluster: 3.79685e-08 0 4.32872e-08 3.27848e-08 2.4909e-08 3.13232e-08 2.04587e-08 1.97607e-08 0 2.11199e-08 2.53813e-08 1.89427e-08 2.66864e-08 2.09288e-08 2.88056e-08 2.17404e-08 1.73953e-08 2.01275e-08 3.93959e-07 4.39901e-08 2.03863e-08 2.45731e-08 8.95767e-07 9.34369e-08 3.6626e-08 2.23882e-08 1.38473e-07 1.75159e-06 2.14012e-08 3.56305e-08 2.14508e-08 1.69506e-08 2.67973e-31 3.28096e-08 3.78276e-08 3.26321e-08 2.98103e-08 1.91819e-08 3.00503e-08 2.02295e-08 4.23342e-08 3.29148e-08 3.57175e-08 1.58635e-08 4.74222e-08 2.29877e-08 2.48181e-08 2.66797e-08 1.93202e-08 6.86694e-32 4.39856e-08 2.7301e-08 2.21242e-08 3.45098e-08 0 1.8519e-08 1.97072e-08 4.6891e-08 5.17964e-08 4.50823e-08 0 5.13546e-08 2.68678e-08 2.40469e-08 0 1.30756e-07 0 1.6411e-08 2.69473e-08 1.7043e-07 5.25414e-08 2.38223e-08 0 0 0 4.54149e-08 -------------------------------------------------------------- Initialization seed trial #50 of 1000; initialization seed = 493576275 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 727378 Distortion: 0.000209373 Distortions/cluster: 4.20198e-06 2.95861e-06 3.50624e-06 1.88337e-06 3.31422e-06 3.39185e-06 1.98979e-06 1.59151e-06 2.22308e-06 2.76315e-06 2.4608e-06 2.98087e-06 5.35848e-06 5.25522e-06 4.43232e-06 3.91766e-06 1.93424e-06 3.45973e-06 2.90982e-06 0 4.05094e-06 7.89415e-06 9.64317e-35 3.83917e-06 2.29735e-06 2.12964e-06 2.0379e-06 5.9104e-06 4.29174e-06 1.61175e-06 2.37044e-35 5.15552e-06 1.90228e-06 1.88795e-06 3.36583e-06 2.10987e-06 1.08283e-34 4.81569e-35 2.7343e-06 0 0 0 0 4.37051e-06 1.6948e-06 0 5.66553e-06 3.08646e-06 3.97369e-06 9.85484e-06 2.85499e-06 0 7.82536e-06 0 2.31062e-06 2.92605e-06 1.27749e-35 3.10319e-06 1.60267e-06 3.79489e-06 4.27414e-06 0 5.07907e-06 3.98019e-06 0 2.59628e-06 0 1.88871e-06 0 4.56927e-06 6.62197e-06 2.26929e-06 5.71883e-06 1.51226e-06 3.82318e-06 2.22453e-06 Variance: 3.5827e-08 Variances/cluster: 4.03903e-08 3.99692e-08 2.29146e-08 3.03743e-08 3.41642e-08 3.76748e-08 2.23545e-08 2.21023e-08 1.30756e-07 3.41027e-08 1.11816e-07 2.73451e-08 3.22694e-08 1.75159e-06 2.73576e-08 2.0297e-08 2.88668e-08 2.81254e-08 3.73025e-08 0 2.89326e-08 9.07286e-08 6.86694e-32 3.95759e-08 1.83767e-08 2.02804e-08 3.5134e-08 3.93959e-07 3.25026e-08 1.94165e-08 0 4.02645e-08 3.80434e-08 2.4516e-08 2.37008e-08 2.4531e-08 0 2.67973e-31 2.05569e-08 0 0 0 0 3.86644e-08 1.92568e-08 0 3.60746e-08 4.28543e-08 2.36508e-08 8.95767e-07 1.0977e-07 0 4.13903e-08 0 3.08055e-08 2.98552e-08 0 3.97713e-08 2.71606e-08 2.19339e-08 1.64378e-07 0 2.34038e-08 2.30049e-08 0 2.38171e-08 0 3.56329e-08 0 4.56784e-08 3.10788e-08 2.43981e-08 5.39465e-08 1.96376e-08 4.11058e-08 3.27109e-08 -------------------------------------------------------------- Initialization seed trial #51 of 1000; initialization seed = 493576276 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 498833 Distortion: 0.0358305 Distortions/cluster: 5.94476e-06 2.44208e-06 1.4641e-06 2.55246e-06 4.31908e-06 3.96905e-06 1.63904e-06 2.37044e-35 3.15808e-06 0.0356196 9.85484e-06 3.27985e-06 2.37458e-06 2.22431e-06 2.49032e-06 2.22308e-06 5.00108e-06 4.34041e-06 5.25522e-06 4.81955e-06 2.47428e-06 3.92298e-06 4.04525e-06 5.2913e-06 4.55038e-06 4.03317e-06 0 4.49451e-06 3.02361e-06 2.462e-06 3.56475e-06 2.05915e-06 3.05056e-06 2.90485e-06 1.45922e-06 1.27749e-35 4.31812e-06 1.50828e-06 0 2.4622e-06 0 4.70238e-06 6.1912e-06 0 2.44629e-06 4.88987e-06 3.157e-06 4.13314e-06 0 1.55393e-06 6.36357e-06 2.36939e-06 3.03909e-06 4.81569e-35 1.08283e-34 2.41926e-06 0 0 4.56695e-06 1.76646e-06 5.02884e-06 1.99143e-06 0 0 2.66188e-06 0 3.84574e-06 8.16378e-06 2.58189e-06 3.61059e-06 2.32096e-06 0 2.28544e-06 5.9104e-06 0 1.95516e-06 Variance: 6.13116e-06 Variances/cluster: 5.45343e-08 2.71316e-08 3.85253e-08 2.36261e-08 4.31768e-08 3.92944e-08 2.10115e-08 0 2.9239e-08 0.035575 8.95767e-07 4.31416e-08 4.74756e-08 1.80822e-08 1.8176e-08 1.30756e-07 3.81729e-08 4.13236e-08 1.75159e-06 3.36922e-08 2.57712e-08 4.08619e-08 2.32465e-08 1.35629e-07 3.88794e-08 2.1799e-08 0 3.97615e-08 2.74849e-08 2.59127e-08 2.68003e-08 3.2682e-08 2.24286e-08 2.07471e-08 2.43177e-08 0 4.275e-08 1.83915e-08 0 2.96624e-08 0 4.65438e-08 4.8735e-08 0 2.26488e-08 3.19573e-08 3.71382e-08 2.81074e-08 0 1.96682e-08 4.54395e-08 2.32265e-08 3.30226e-08 2.67973e-31 0 1.87517e-08 0 0 1.69132e-07 2.89557e-08 2.85635e-08 2.88584e-08 0 0 2.27491e-08 0 3.52709e-08 9.38273e-08 2.305e-08 2.27061e-08 1.96674e-08 0 2.02228e-08 3.93959e-07 0 2.5064e-08 -------------------------------------------------------------- Initialization seed trial #52 of 1000; initialization seed = 493576277 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 498581 Distortion: 0.0358304 Distortions/cluster: 8.53439e-06 1.91045e-06 9.85484e-06 7.71319e-06 5.52903e-06 2.4052e-06 7.57956e-06 1.08283e-34 1.02077e-05 2.19595e-06 1.11335e-06 2.89517e-06 2.78694e-06 2.63004e-06 1.30445e-06 2.4776e-06 1.34494e-06 2.37044e-35 2.60803e-06 1.19188e-06 9.4854e-06 1.80792e-06 1.10766e-06 4.11327e-06 4.81569e-35 2.09675e-06 3.51958e-06 1.79817e-06 3.35338e-06 1.17936e-06 2.40218e-06 3.17187e-06 0 8.7207e-07 2.17757e-06 2.31836e-06 1.90413e-06 9.86725e-07 1.24034e-06 1.27386e-06 1.53332e-06 1.97699e-06 1.27047e-06 2.34735e-06 2.44846e-06 3.35323e-06 2.03274e-06 0 6.21019e-06 2.53822e-06 0 2.42061e-06 5.25522e-06 2.09372e-06 2.52418e-06 1.17281e-06 1.35792e-06 7.77518e-06 1.39696e-06 1.17062e-06 1.67313e-06 1.24895e-05 5.2913e-06 1.71075e-06 1.27749e-35 7.65647e-07 1.54293e-06 2.90605e-06 2.32116e-06 1.22933e-06 2.08349e-06 4.60377e-06 0 0.0356196 1.59975e-06 4.67563e-06 Variance: 6.13115e-06 Variances/cluster: 5.10876e-08 2.24739e-08 8.95767e-07 5.03971e-08 8.01228e-08 3.08332e-08 4.43106e-08 0 3.60578e-08 2.7108e-08 1.59031e-08 2.58475e-08 2.7591e-08 2.82776e-08 1.4822e-08 3.53912e-08 1.84222e-08 0 3.18024e-08 2.64838e-08 4.64822e-08 3.8463e-08 3.3563e-08 2.12006e-08 2.67973e-31 3.95579e-08 1.06645e-07 2.53241e-08 2.3448e-08 2.06881e-08 2.33201e-08 2.51708e-08 0 2.17991e-08 2.56163e-08 3.99681e-08 2.35058e-08 1.70109e-08 3.26375e-08 2.05439e-08 4.79121e-08 2.56726e-08 2.04897e-08 3.4017e-08 1.63213e-07 2.28091e-08 1.79873e-08 0 3.33772e-08 3.67832e-08 0 1.83363e-08 1.75159e-06 1.61041e-07 2.77358e-08 1.98764e-08 2.22584e-08 5.21667e-08 1.81402e-08 1.7213e-08 1.7989e-08 4.38083e-08 1.35629e-07 1.83936e-08 0 1.96298e-08 2.30261e-08 3.58742e-08 2.83043e-08 1.63891e-08 3.65504e-08 4.1844e-07 0 0.035575 2.22167e-08 4.1733e-08 -------------------------------------------------------------- Initialization seed trial #53 of 1000; initialization seed = 493576278 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 493952 Distortion: 0.0397591 Distortions/cluster: 3.62699e-06 2.17478e-06 3.50196e-06 4.54059e-06 2.70832e-06 4.99113e-06 3.25891e-06 4.42581e-06 3.25634e-06 4.21236e-06 2.60006e-06 4.0855e-06 3.15717e-06 3.67839e-06 2.46077e-06 3.03559e-06 1.28291e-06 3.61941e-06 2.07444e-06 3.80849e-06 2.37044e-35 4.52278e-06 2.84248e-06 1.82184e-06 3.71233e-06 3.99167e-06 0 2.32075e-06 0.00391362 3.06393e-06 4.93582e-06 3.45398e-06 3.40156e-06 2.19892e-06 3.05524e-06 3.34559e-06 3.99828e-06 2.23423e-06 2.44711e-06 0 2.74134e-06 2.03494e-06 0 0 2.64741e-06 2.7319e-06 5.01169e-06 5.52246e-06 1.78111e-06 3.06017e-06 2.82451e-06 0 2.26282e-06 1.69354e-06 3.37815e-06 4.46149e-06 3.27678e-06 2.70276e-06 3.50421e-06 1.86664e-06 1.75226e-06 0.0356196 2.41422e-06 0 2.45348e-05 0 0 2.22335e-06 2.24782e-06 0 4.44093e-06 0 1.42826e-05 3.03612e-06 4.81569e-35 1.67174e-06 Variance: 6.80341e-06 Variances/cluster: 4.1687e-08 3.34552e-08 2.08432e-08 4.16433e-08 3.65869e-08 3.61559e-08 3.78829e-08 3.05202e-08 3.07099e-08 3.72655e-08 2.95431e-08 3.40348e-08 2.42835e-08 3.83132e-08 2.70391e-08 3.94201e-08 2.85057e-08 4.82441e-08 2.20666e-08 7.05211e-08 0 4.07324e-08 1.18397e-07 8.28027e-08 2.76948e-08 4.03164e-08 0 1.79887e-08 0.00391989 2.02885e-08 3.14281e-08 2.69819e-08 3.86425e-08 2.47049e-08 2.26294e-08 3.44875e-08 2.68253e-08 3.6024e-08 3.09735e-08 0 2.79706e-08 1.88404e-08 0 0 4.13519e-08 2.5061e-08 4.07421e-08 5.41371e-08 1.48415e-07 2.39052e-08 2.68978e-08 0 9.83494e-08 3.60295e-08 2.05967e-08 7.08104e-08 2.29126e-08 2.81511e-08 2.41648e-08 3.80917e-08 2.82599e-08 0.035575 2.02852e-08 0 2.72576e-06 0 0 2.13759e-08 2.08109e-08 0 4.07291e-08 0 7.14025e-07 2.73492e-08 2.67973e-31 1.04474e-07 -------------------------------------------------------------- Initialization seed trial #54 of 1000; initialization seed = 493576279 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 726240 Distortion: 0.000216408 Distortions/cluster: 6.38522e-06 3.92979e-06 3.03105e-06 3.06887e-06 5.66169e-06 5.06866e-06 0 5.25522e-06 3.45131e-06 1.96489e-06 1.97938e-06 2.37044e-35 3.29832e-06 0 5.4353e-06 1.7816e-06 4.81569e-35 9.64317e-35 1.61123e-06 2.82395e-06 0 0 3.03665e-06 1.27749e-35 2.58162e-06 2.67183e-06 0 3.12103e-06 1.6036e-06 9.85484e-06 3.12059e-06 5.91497e-06 5.11623e-06 8.00262e-06 1.64156e-06 3.74415e-06 3.59205e-06 5.64542e-06 0 0 0 2.62687e-06 0 2.895e-06 0 2.07084e-06 6.45786e-06 1.08283e-34 2.83788e-06 5.19524e-06 2.91479e-06 0 1.62387e-06 2.20435e-06 3.47374e-06 0 7.20887e-06 5.54509e-06 1.33411e-06 6.08374e-06 0 5.90274e-06 2.24176e-06 2.85499e-06 1.47319e-06 1.06874e-05 2.75265e-06 3.67022e-06 4.95719e-06 3.62293e-06 4.27414e-06 2.26276e-06 0 0 2.01195e-06 2.83015e-06 Variance: 3.70308e-08 Variances/cluster: 4.49519e-08 2.00482e-08 2.34943e-08 2.81523e-08 3.98582e-08 4.25798e-08 0 1.75159e-06 5.30924e-08 2.13555e-08 3.0925e-08 0 1.98677e-08 0 4.17964e-08 2.04758e-08 2.67973e-31 6.86694e-32 1.96468e-08 3.52963e-08 0 0 2.89179e-08 0 2.5307e-08 4.85743e-08 0 3.05954e-08 2.0824e-08 8.95767e-07 3.90049e-08 3.26688e-08 2.8264e-08 9.09302e-08 1.95402e-08 4.92503e-08 2.64099e-08 4.27555e-08 0 0 0 2.88639e-08 0 3.75945e-08 0 3.04508e-08 4.0355e-07 0 2.19971e-08 2.70562e-08 2.64951e-08 0 1.69133e-08 3.49866e-08 3.02038e-08 0 3.79293e-08 4.16787e-08 1.90564e-08 3.25305e-08 0 3.01061e-08 3.86485e-08 1.0977e-07 2.33812e-08 4.15716e-08 1.14655e-07 2.73873e-08 3.05972e-08 2.25007e-08 1.64378e-07 3.2791e-08 0 0 3.59245e-08 3.87657e-08 -------------------------------------------------------------- Initialization seed trial #55 of 1000; initialization seed = 493576280 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498792 Distortion: 0.0358513 Distortions/cluster: 3.24095e-06 2.05039e-06 2.25778e-06 1.37768e-06 2.20898e-06 2.58228e-06 1.42826e-05 5.43397e-06 3.85315e-06 4.64994e-06 5.5155e-06 2.20721e-06 3.38486e-06 1.81738e-06 3.20871e-06 5.15459e-06 5.51476e-06 3.50232e-06 5.34673e-06 2.59434e-06 1.78874e-06 2.45348e-05 4.05974e-06 1.70364e-06 8.55988e-06 3.73296e-06 1.64695e-06 2.87826e-06 2.28273e-06 2.37044e-35 2.34911e-06 1.08283e-34 2.30552e-06 3.81039e-06 1.27749e-35 2.92909e-06 5.16076e-06 0.0356196 0 0 3.20886e-06 2.82683e-06 2.19888e-06 2.31358e-06 5.09887e-06 4.81569e-35 0 0 4.57773e-06 2.35682e-06 1.13837e-06 7.04188e-06 5.30847e-06 2.66034e-06 4.56695e-06 4.50622e-06 3.65755e-06 2.99627e-06 2.72948e-06 1.29677e-06 0 5.60165e-06 2.40562e-06 4.3908e-06 2.92362e-06 1.68594e-06 2.94659e-06 3.65708e-06 1.74408e-06 0 0 0 0 0 0 0 Variance: 6.13472e-06 Variances/cluster: 3.76733e-08 2.38389e-08 2.93192e-08 1.91327e-08 1.82538e-08 3.44278e-08 7.14025e-07 3.59835e-08 3.97207e-08 3.09969e-08 1.37842e-07 2.90395e-08 5.05051e-08 1.69834e-08 3.64594e-08 3.84547e-08 2.87202e-08 4.32349e-08 2.96943e-08 2.33704e-08 3.50701e-08 2.72576e-06 3.5924e-08 2.62075e-08 9.61687e-08 2.42376e-08 2.31944e-08 1.95783e-08 3.21483e-08 0 2.60981e-08 0 3.97468e-08 4.32864e-08 0 3.32821e-08 4.29924e-08 0.035575 0 0 2.48722e-08 4.15575e-08 2.61748e-08 5.14084e-08 3.22608e-08 2.67973e-31 0 0 4.08603e-08 1.6954e-08 2.18893e-08 4.66195e-08 2.79301e-08 3.36722e-08 1.69132e-07 2.53136e-08 3.62015e-08 3.52389e-08 2.50387e-08 1.62077e-08 0 2.55761e-08 2.55894e-08 6.01423e-08 4.23573e-08 1.98323e-08 2.37607e-08 3.93104e-08 2.02777e-08 0 0 0 0 0 0 0 -------------------------------------------------------------- Initialization seed trial #56 of 1000; initialization seed = 493576281 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 722960 Distortion: 0.000229729 Distortions/cluster: 3.88539e-06 4.04126e-06 2.77387e-06 5.52651e-06 4.81949e-06 3.86127e-06 2.69619e-06 5.35396e-06 1.76547e-06 2.03146e-06 1.66787e-06 3.95359e-06 2.06846e-06 3.63895e-06 8.66831e-06 1.27749e-35 4.90206e-06 9.64317e-35 4.75768e-06 4.87057e-06 2.16268e-06 3.30444e-06 2.17014e-06 2.21034e-06 2.24569e-06 4.26726e-06 2.1632e-06 2.37044e-35 3.17322e-06 0 3.71095e-06 3.28665e-06 2.51061e-06 3.51604e-06 2.45348e-05 1.66281e-06 4.56695e-06 0 2.45109e-06 2.25445e-06 2.09953e-06 2.22492e-06 3.20344e-06 0 2.70658e-06 3.58142e-06 3.81077e-06 4.47422e-06 2.97419e-06 1.08283e-34 0 4.81569e-35 3.17216e-06 0 2.32539e-06 0 2.6636e-06 2.17088e-06 0 2.14739e-06 5.21157e-06 0 3.50936e-06 2.73165e-06 1.34511e-05 0 1.68919e-06 0 3.43446e-06 2.99962e-06 4.24542e-06 3.61227e-06 4.25897e-06 0 2.53119e-06 3.02573e-06 Variance: 3.93102e-08 Variances/cluster: 7.32846e-08 2.39107e-08 2.61655e-08 2.95438e-08 4.72353e-08 2.55691e-08 3.50133e-08 3.14834e-08 2.84731e-08 4.72396e-08 3.14664e-08 6.37617e-08 3.33594e-08 3.91157e-08 9.63048e-08 0 3.98412e-08 6.86694e-32 3.63065e-08 4.02491e-08 3.6042e-08 2.0651e-08 3.14485e-08 4.5105e-08 2.09859e-08 3.00482e-08 2.57502e-08 0 2.29916e-08 0 3.28296e-08 4.38088e-08 2.24143e-08 3.77956e-08 2.72576e-06 2.51918e-08 1.69132e-07 0 2.8834e-08 2.14684e-08 2.72643e-08 3.53129e-08 2.13538e-08 0 6.14932e-08 2.28096e-08 3.92734e-08 3.08467e-08 3.96428e-08 0 0 2.67973e-31 2.1725e-08 0 2.39709e-08 0 2.80287e-08 3.19219e-08 0 3.63936e-08 2.63188e-08 0 2.50647e-08 3.33099e-08 7.07844e-07 0 2.44785e-08 0 1.90787e-08 2.32508e-08 3.85821e-08 3.57619e-08 1.18266e-07 0 2.36533e-08 4.95979e-08 -------------------------------------------------------------- Initialization seed trial #57 of 1000; initialization seed = 493576282 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 717442 Distortion: 0.000263871 Distortions/cluster: 6.50352e-06 0 5.59742e-06 3.03417e-06 4.60521e-06 2.49992e-06 3.05655e-06 2.50125e-06 5.18047e-06 5.31215e-06 3.20025e-06 2.37044e-35 0 4.67545e-06 3.55758e-06 5.92639e-06 1.89385e-06 3.89654e-06 2.18793e-06 6.80445e-06 1.08283e-34 1.27749e-35 2.84889e-06 4.30242e-06 3.52558e-06 1.66434e-06 2.27955e-06 0 2.25109e-06 2.12673e-06 6.40822e-06 4.81569e-35 3.39986e-06 0 8.32389e-06 4.11694e-06 0 3.43913e-06 5.88108e-06 4.35604e-05 2.86804e-06 0 9.64317e-35 0 3.49551e-06 2.83594e-06 2.81271e-06 4.2003e-06 4.10577e-06 0 2.56962e-06 0 4.01221e-06 0 1.50715e-06 2.71299e-06 1.90765e-06 3.70352e-06 0 4.86045e-06 2.90433e-06 2.42175e-06 2.62507e-06 5.11331e-06 0 2.49106e-06 3.59312e-06 0 0 0 0 2.40042e-06 0 3.08055e-05 5.36376e-06 0 Variance: 4.51525e-08 Variances/cluster: 4.57848e-08 0 2.99229e-08 2.33378e-08 3.96871e-08 2.60378e-08 1.89831e-08 3.78949e-08 6.16666e-08 2.40348e-08 2.83184e-08 0 0 4.21073e-08 2.77912e-08 4.11422e-08 1.9933e-08 3.19283e-08 2.8786e-08 4.85887e-08 0 0 2.4557e-08 3.02959e-08 2.82021e-08 2.60025e-08 1.99938e-08 0 1.99188e-08 3.48613e-08 3.21993e-08 2.67973e-31 2.39405e-08 0 4.05914e-08 2.83835e-08 0 3.47358e-08 2.68519e-08 2.7222e-06 2.25803e-08 0 6.86694e-32 0 3.97192e-08 2.14825e-08 2.24997e-08 5.45446e-08 8.55082e-08 0 3.77851e-08 0 1.14597e-07 0 1.90762e-08 3.39094e-08 1.8886e-08 2.62632e-08 0 4.71743e-08 3.58527e-08 3.84372e-08 2.45313e-08 1.7043e-07 0 3.774e-08 4.32763e-08 0 0 0 0 3.4289e-08 0 3.08023e-07 3.2497e-08 0 -------------------------------------------------------------- Initialization seed trial #58 of 1000; initialization seed = 493576283 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 498630 Distortion: 0.0358474 Distortions/cluster: 4.22581e-06 3.89965e-06 1.59192e-05 5.46063e-06 2.59457e-06 2.88887e-06 2.74076e-06 3.51511e-06 2.75665e-06 2.62962e-06 4.68236e-06 4.03176e-06 3.1257e-06 2.03431e-06 2.37044e-35 4.1834e-06 0 3.50093e-06 2.47651e-06 4.64337e-06 0 1.78178e-06 3.98991e-06 3.08726e-06 5.53381e-06 2.60394e-06 3.98786e-06 2.49324e-06 0 3.47452e-06 1.66378e-06 1.08283e-34 1.85894e-06 2.31783e-06 3.01579e-06 3.3444e-06 1.66794e-06 2.9559e-06 0 3.62169e-06 4.81569e-35 4.26545e-06 4.30482e-06 3.87321e-06 2.70569e-06 2.54106e-06 3.9933e-06 0.0356196 2.23298e-06 2.80122e-06 4.15804e-06 2.45348e-05 0 4.4713e-06 0 3.63881e-06 3.67089e-06 0 2.4788e-06 0 3.38911e-06 3.4887e-06 1.97685e-06 3.63632e-06 3.14685e-06 2.94319e-06 1.53046e-06 1.27749e-35 0 2.14554e-06 2.57994e-06 3.46887e-06 3.45308e-06 0 3.71969e-06 0 Variance: 6.13405e-06 Variances/cluster: 2.6409e-08 1.11408e-07 7.5794e-07 3.50011e-08 2.07547e-08 3.70339e-08 2.76754e-08 7.47644e-08 2.6003e-08 3.98297e-08 3.05935e-08 1.15155e-07 2.86737e-08 1.97483e-08 0 5.80852e-08 0 3.43116e-08 3.39141e-08 3.09531e-08 0 1.69678e-08 3.40988e-08 2.32104e-08 8.13713e-08 2.50297e-08 4.06793e-08 4.08593e-08 0 2.41258e-08 2.91866e-08 0 3.26021e-08 5.03833e-08 3.42673e-08 2.14359e-08 1.6678e-08 2.68693e-08 0 3.93631e-08 2.67973e-31 4.44278e-08 4.05982e-08 3.07369e-08 3.33927e-08 3.02408e-08 3.144e-08 0.035575 1.59484e-07 3.78429e-08 2.43139e-08 2.72576e-06 0 2.67719e-08 0 4.04278e-08 3.86386e-08 0 2.91597e-08 0 2.40283e-08 2.72531e-08 2.82382e-08 4.03914e-08 3.65795e-08 1.98847e-08 1.98743e-08 0 0 2.02387e-08 2.09733e-08 3.18139e-08 2.46624e-08 0 4.37573e-08 0 -------------------------------------------------------------- Initialization seed trial #59 of 1000; initialization seed = 493576284 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 726766 Distortion: 0.000213667 Distortions/cluster: 3.71818e-06 4.56695e-06 0 4.18291e-06 2.7801e-06 8.39942e-06 1.8827e-06 2.64214e-06 4.81569e-35 1.93549e-06 5.18498e-06 2.15737e-06 3.87694e-06 5.25522e-06 2.6857e-06 2.09786e-06 3.14376e-06 1.08283e-34 5.9104e-06 9.64317e-35 3.38171e-06 5.25262e-06 1.73507e-06 5.20694e-06 1.92114e-06 3.4052e-06 2.72109e-06 3.30364e-06 4.2773e-06 5.54074e-06 3.09833e-06 4.09297e-06 3.52449e-06 4.36305e-06 1.95846e-06 4.283e-06 3.66825e-06 1.24497e-05 4.13167e-06 1.14764e-06 2.37044e-35 3.88739e-06 3.13233e-06 2.64853e-06 1.80977e-06 2.89668e-06 9.23086e-06 1.95653e-06 0 2.144e-06 0 0 2.44072e-06 2.37348e-06 0 0 5.36424e-06 2.22308e-06 2.3655e-06 4.22316e-06 1.50818e-06 0 3.6342e-06 0 0 0 2.44424e-06 0 2.41001e-06 0 1.27749e-35 1.83689e-06 2.75741e-06 9.85484e-06 0 2.64198e-06 Variance: 3.65618e-08 Variances/cluster: 2.16154e-08 1.69132e-07 0 2.40376e-08 3.56401e-08 9.43662e-08 2.68933e-08 3.77417e-08 2.67973e-31 2.72579e-08 2.36736e-08 2.63071e-08 3.95476e-08 1.75159e-06 3.48762e-08 3.49616e-08 4.76286e-08 0 3.93959e-07 6.86694e-32 4.27935e-08 2.5372e-08 3.69137e-08 4.77557e-08 1.86502e-08 3.86828e-08 2.28643e-08 2.06459e-08 3.95917e-08 1.38473e-07 3.12926e-08 2.29917e-08 2.81934e-08 2.87018e-08 2.20033e-08 4.00151e-08 2.65792e-08 4.38226e-08 3.27804e-08 2.34188e-08 0 2.34152e-08 4.60498e-08 2.36449e-08 2.51335e-08 3.71248e-08 3.27229e-08 3.05684e-08 0 2.78416e-08 0 0 2.71168e-08 3.08217e-08 0 0 3.75003e-08 1.30756e-07 3.24012e-08 2.25818e-08 3.42741e-08 0 2.17598e-08 0 0 0 2.22184e-08 0 3.7644e-08 0 0 5.40216e-08 3.82939e-08 8.95767e-07 0 3.77301e-08 -------------------------------------------------------------- Initialization seed trial #60 of 1000; initialization seed = 493576285 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 594420 Distortion: 0.0041187 Distortions/cluster: 2.99696e-06 3.07626e-06 2.72046e-06 2.40259e-06 3.39953e-06 2.34442e-06 3.67203e-06 0 3.07027e-06 4.21599e-06 2.18007e-06 3.22913e-06 2.21754e-06 1.60441e-06 2.85499e-06 2.94262e-06 5.25522e-06 3.09472e-06 9.64317e-35 4.40905e-06 2.79051e-06 2.37044e-35 2.46735e-06 3.10013e-06 0 9.85484e-06 0 4.81569e-35 3.1183e-06 4.41608e-06 3.22564e-06 2.53957e-06 2.62564e-06 6.45786e-06 2.06753e-06 2.6168e-06 3.15794e-06 4.27414e-06 3.85082e-06 3.67552e-06 2.75456e-06 3.80222e-06 1.66279e-06 1.61131e-06 3.36116e-06 7.76697e-06 3.38226e-06 2.8013e-06 2.69273e-06 2.08266e-06 1.92643e-06 2.13815e-06 3.25946e-06 2.17098e-06 2.10221e-06 5.66963e-06 2.4608e-06 2.58765e-06 3.52271e-06 1.86055e-06 0 3.09829e-06 3.29266e-06 0 1.84978e-06 2.64217e-06 1.86357e-06 2.91928e-06 0 0 0.00391362 2.14647e-06 5.07102e-06 3.67763e-06 0 2.97425e-06 Variance: 7.04774e-07 Variances/cluster: 3.40461e-08 2.69815e-08 3.53279e-08 2.26639e-08 3.77602e-08 2.13111e-08 3.4307e-08 0 3.23159e-08 3.09972e-08 3.45931e-08 4.08715e-08 2.17387e-08 3.48669e-08 1.0977e-07 3.67706e-08 1.75159e-06 3.43745e-08 6.86694e-32 2.89975e-08 3.44396e-08 0 3.24623e-08 3.5622e-08 0 8.95767e-07 0 2.67973e-31 3.62571e-08 4.64809e-08 4.81295e-08 2.91879e-08 2.36523e-08 4.0355e-07 2.40384e-08 1.88243e-08 3.50854e-08 1.64378e-07 2.29196e-08 2.70235e-08 2.81055e-08 4.13148e-08 4.89013e-08 2.6412e-08 3.77535e-08 9.03049e-08 2.19608e-08 2.69325e-08 1.90952e-08 2.23922e-08 1.78357e-08 3.75082e-08 3.35997e-08 2.85629e-08 1.96446e-08 3.23872e-08 1.11816e-07 2.90722e-08 2.57047e-08 2.02215e-08 0 4.02253e-08 2.25498e-08 0 3.69833e-08 2.27753e-08 4.54493e-08 2.91903e-08 0 0 0.00391989 3.70049e-08 2.7708e-08 3.01346e-08 0 2.49914e-08 -------------------------------------------------------------- Initialization seed trial #61 of 1000; initialization seed = 493576286 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 498907 Distortion: 0.0358338 Distortions/cluster: 5.85516e-06 2.46572e-06 5.06682e-06 4.56695e-06 6.1323e-06 0 2.88931e-06 3.31124e-06 3.82462e-06 4.43848e-06 2.19431e-06 3.21707e-06 3.34422e-06 4.81569e-35 2.99712e-06 2.37044e-35 2.51951e-06 5.25522e-06 5.80387e-06 3.987e-06 3.20998e-06 3.60586e-06 5.35351e-06 8.29035e-06 6.45786e-06 0 4.98257e-06 2.23826e-06 0 3.18873e-06 3.31557e-06 1.08283e-34 1.90143e-06 2.62869e-06 4.12971e-06 4.33215e-06 2.91461e-06 1.82743e-06 0 2.04233e-06 3.56339e-06 2.61066e-06 2.16319e-06 2.65754e-06 0 3.69128e-06 0.0356196 3.54136e-06 0 0 3.3044e-06 5.54074e-06 1.97084e-06 4.55117e-06 3.49557e-06 3.03269e-06 2.3998e-06 4.62289e-06 3.47174e-06 2.06494e-06 2.85473e-06 0 2.93699e-06 1.27749e-35 2.52509e-06 0 0 0 4.79658e-06 2.3929e-06 3.51595e-06 0 0 4.43491e-06 0 9.85484e-06 Variance: 6.13173e-06 Variances/cluster: 4.36811e-08 2.65105e-08 3.0157e-08 1.69132e-07 3.17633e-08 0 2.67497e-08 3.06566e-08 3.64218e-08 3.01911e-08 2.35926e-08 3.03471e-08 2.83314e-08 2.67973e-31 3.29325e-08 0 2.89574e-08 1.75159e-06 5.42371e-08 4.68904e-08 3.48803e-08 2.73147e-08 4.65383e-08 9.41992e-08 4.0355e-07 0 4.48731e-08 2.33125e-08 0 2.15436e-08 3.60271e-08 0 1.92041e-08 1.93263e-08 2.34622e-08 4.28889e-08 2.38882e-08 2.17528e-08 0 2.04211e-08 2.35965e-08 2.0394e-08 1.96636e-08 3.12548e-08 0 3.72827e-08 0.035575 5.20632e-08 0 0 3.97991e-08 1.38473e-07 1.85912e-08 3.88863e-08 5.06559e-08 2.78205e-08 1.81787e-08 2.98152e-08 3.99026e-08 2.51799e-08 3.70716e-08 0 3.86417e-08 0 2.33777e-08 0 0 0 4.16957e-08 2.25726e-08 2.88167e-08 0 0 3.16676e-08 0 8.95767e-07 -------------------------------------------------------------- Initialization seed trial #62 of 1000; initialization seed = 493576287 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498817 Distortion: 0.0358507 Distortions/cluster: 3.61874e-06 2.353e-06 2.61129e-06 4.67731e-06 3.12533e-06 3.53716e-06 1.89533e-06 3.16662e-06 1.60019e-06 2.56796e-06 4.01221e-06 3.77243e-06 3.98789e-06 3.70357e-06 2.45348e-05 4.56695e-06 3.18003e-06 2.54543e-06 3.4845e-06 2.51399e-06 2.34533e-06 2.09871e-06 3.82605e-06 2.37044e-35 3.00363e-06 4.73882e-06 3.23043e-06 2.59396e-06 3.27544e-06 4.81569e-35 2.64859e-06 3.60718e-06 0 3.12566e-06 0 5.02441e-06 0 3.58893e-06 0 3.14298e-06 4.07754e-06 0 0 0 1.08283e-34 3.49937e-06 2.17643e-06 0 1.27749e-35 0 3.5962e-06 3.22271e-06 2.08147e-06 4.08881e-06 3.12874e-06 4.11115e-06 0 2.91476e-06 6.26247e-06 4.1622e-06 3.97533e-06 2.878e-06 0 8.55988e-06 4.86343e-06 3.51099e-06 0 1.42826e-05 0 3.38037e-06 3.22106e-06 1.92617e-06 0.0356196 3.32608e-06 2.74159e-06 3.44689e-06 Variance: 6.13461e-06 Variances/cluster: 4.15912e-08 4.61233e-08 3.3902e-08 3.13811e-08 2.89357e-08 2.28184e-08 1.91431e-08 3.16558e-08 3.07701e-08 3.66818e-08 1.14597e-07 4.28543e-08 3.94711e-08 3.03473e-08 2.72576e-06 1.69132e-07 3.3471e-08 5.6548e-08 6.96665e-08 3.02863e-08 2.63493e-08 2.41203e-08 3.71431e-08 0 3.49151e-08 2.8198e-08 3.62938e-08 2.37955e-08 3.99314e-08 2.67973e-31 2.94262e-08 2.21276e-08 0 3.85849e-08 0 2.51199e-08 0 3.66097e-08 0 2.70915e-08 3.95747e-08 0 0 0 0 2.08278e-08 2.17624e-08 0 0 0 2.15316e-08 1.90676e-08 2.31255e-08 3.68329e-08 2.44411e-08 4.19479e-08 0 3.99157e-08 5.44515e-08 6.12032e-08 2.33815e-08 1.9185e-08 0 9.61687e-08 3.68411e-08 2.30966e-08 0 7.14025e-07 0 3.79787e-08 2.98147e-08 2.11647e-08 0.035575 2.96873e-08 2.7973e-08 3.78665e-08 -------------------------------------------------------------- Initialization seed trial #63 of 1000; initialization seed = 493576288 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 494548 Distortion: 0.039746 Distortions/cluster: 1.87989e-06 3.65162e-06 2.21155e-06 5.03414e-06 2.75265e-06 2.05556e-06 4.98351e-06 2.52717e-06 2.37044e-35 2.22751e-06 2.20627e-06 4.27363e-06 2.83922e-06 1.45597e-06 0 2.85499e-06 3.90516e-06 3.03205e-06 3.51097e-06 3.58871e-06 3.18628e-06 4.93525e-06 5.15626e-06 2.87116e-06 9.85484e-06 2.9375e-06 3.31689e-06 4.18915e-06 3.16289e-06 2.31638e-06 3.41377e-06 5.47711e-06 2.61259e-06 1.62571e-06 3.00091e-06 6.45786e-06 0 3.17188e-06 4.81569e-35 3.21466e-06 4.95155e-06 0 3.52439e-06 0.0356196 0 6.362e-06 2.82675e-06 1.93519e-06 5.25522e-06 2.73544e-06 2.4512e-06 2.79675e-06 5.07134e-06 0 0 3.74824e-06 5.82418e-06 0.00391362 4.9711e-06 7.76697e-06 1.41098e-06 0 0 4.27414e-06 0 0 4.64971e-06 3.60905e-06 0 6.23294e-06 0 0 2.5531e-06 3.97081e-06 0 0 Variance: 6.80116e-06 Variances/cluster: 4.94663e-08 2.29634e-08 2.87189e-08 4.26481e-08 1.14655e-07 1.74184e-08 2.89713e-08 3.1197e-08 0 3.5355e-08 2.00552e-08 2.28517e-08 3.26319e-08 3.03299e-08 0 1.0977e-07 2.8289e-08 2.48502e-08 2.25042e-08 2.18799e-08 2.92294e-08 4.14591e-08 3.90502e-08 2.60984e-08 8.95767e-07 2.24217e-08 3.18826e-08 4.14731e-08 5.10097e-08 3.21694e-08 2.18806e-08 4.14797e-08 2.66565e-08 4.64453e-08 3.12568e-08 4.0355e-07 0 3.37407e-08 2.67973e-31 3.96837e-08 3.0375e-08 0 4.82647e-08 0.035575 0 4.47885e-08 3.28663e-08 2.44939e-08 1.75159e-06 2.08794e-08 2.66411e-08 1.9556e-08 4.12167e-08 0 0 3.04703e-08 4.15879e-08 0.00391989 2.95802e-08 9.03049e-08 3.06717e-08 0 0 1.64378e-07 0 0 3.8736e-08 3.16556e-08 0 3.33204e-08 0 0 2.21989e-08 2.64698e-08 0 0 -------------------------------------------------------------- Initialization seed trial #64 of 1000; initialization seed = 493576289 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 725872 Distortion: 0.000218141 Distortions/cluster: 2.53829e-06 1.53576e-06 9.85484e-06 1.67842e-06 4.25976e-06 4.01542e-06 4.81569e-35 3.80093e-06 2.76432e-06 4.39234e-06 5.25522e-06 5.78702e-06 1.32996e-05 1.88694e-06 2.6262e-06 4.35871e-06 3.42911e-06 5.83272e-06 2.83431e-06 4.81503e-06 2.37044e-35 6.66961e-06 3.74381e-06 2.52769e-06 4.97762e-06 6.61635e-06 2.24011e-06 9.64317e-35 2.08536e-06 0 3.08485e-06 1.47026e-06 0 2.05346e-06 1.68568e-06 9.31727e-07 7.0591e-06 0 0 0 5.0637e-06 8.00262e-06 5.64069e-06 1.08283e-34 0 2.48281e-06 2.93791e-06 1.60181e-06 0 3.19034e-06 0 3.10108e-06 1.60524e-06 1.27749e-35 2.47652e-06 0 0 4.84115e-06 2.7994e-06 5.66517e-06 6.45786e-06 2.57614e-06 3.94311e-06 2.44154e-06 2.09736e-06 3.52619e-06 0 1.72731e-06 0 5.17984e-06 0 3.42672e-06 3.94966e-06 0 0 3.29582e-06 Variance: 3.73273e-08 Variances/cluster: 2.3944e-08 1.7062e-08 8.95767e-07 1.8046e-08 3.20255e-08 4.09603e-08 2.67973e-31 2.18425e-08 2.42459e-08 4.4805e-08 1.75159e-06 4.22274e-08 4.12896e-08 3.14462e-08 3.05342e-08 4.03452e-08 4.82828e-08 5.83095e-08 2.64857e-08 4.25978e-08 0 3.38449e-08 2.4308e-08 3.28246e-08 1.38221e-07 3.40938e-08 1.86654e-08 6.86694e-32 3.9343e-08 0 2.30192e-08 1.9092e-08 0 2.38746e-08 2.08085e-08 1.86328e-08 4.00955e-08 0 0 0 3.64264e-08 9.09302e-08 2.92238e-08 0 0 2.61326e-08 2.35012e-08 4.85361e-08 0 3.70947e-08 0 3.3342e-08 1.9816e-08 0 3.30174e-08 0 0 1.72882e-07 2.74425e-08 3.11246e-08 4.0355e-07 2.83068e-08 3.71962e-08 2.28161e-08 1.74764e-08 3.67192e-08 0 4.93473e-08 0 2.66979e-08 0 3.98422e-08 2.49957e-08 0 0 4.70789e-08 -------------------------------------------------------------- Initialization seed trial #65 of 1000; initialization seed = 493576290 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 723606 Distortion: 0.000224107 Distortions/cluster: 3.08136e-06 1.72952e-06 2.85499e-06 2.63145e-06 2.57426e-06 3.12482e-06 1.9423e-06 3.10333e-06 2.90418e-06 2.14395e-06 3.41966e-06 2.97672e-06 2.15768e-06 3.23516e-06 3.10374e-06 1.75996e-06 9.64317e-35 3.30288e-06 2.98818e-06 2.20413e-06 1.27749e-35 3.34905e-06 3.83045e-06 1.08283e-34 2.05527e-06 3.51157e-06 2.04803e-06 3.19432e-06 3.35013e-06 4.37396e-06 1.26776e-06 2.37044e-35 2.30792e-06 2.17466e-06 2.53433e-06 2.45348e-05 3.84557e-06 5.45796e-06 0 2.57995e-06 3.71355e-06 2.55471e-06 1.60234e-06 2.01581e-06 2.06957e-06 3.13806e-06 2.10317e-06 7.89415e-06 0 3.45497e-06 2.02065e-06 0 5.88685e-06 2.32819e-06 1.72658e-06 2.40388e-06 2.36534e-06 0 2.09033e-06 2.90955e-06 4.61892e-06 2.43923e-06 4.27414e-06 3.62354e-06 3.7653e-06 2.25173e-06 0 1.59192e-05 2.84675e-06 0 3.34257e-06 0 3.73548e-06 4.81569e-35 1.65765e-06 3.70121e-06 Variance: 3.83483e-08 Variances/cluster: 3.24247e-08 2.88227e-08 1.0977e-07 3.37256e-08 3.89918e-08 2.04218e-08 2.55544e-08 2.89937e-08 1.92313e-08 2.18752e-08 2.80276e-08 2.54399e-08 3.78417e-08 3.76148e-08 3.69464e-08 2.09449e-08 6.86694e-32 3.36998e-08 3.73399e-08 3.38985e-08 0 3.59996e-08 4.07469e-08 0 2.60138e-08 5.3201e-08 2.40864e-08 2.90367e-08 2.39266e-08 3.90501e-08 2.39179e-08 0 1.80291e-08 3.74816e-08 2.39064e-08 2.72576e-06 2.23555e-08 2.68842e-08 0 2.52906e-08 3.63964e-08 3.27426e-08 2.8102e-08 2.37075e-08 2.3786e-08 4.82633e-08 4.20491e-08 9.07286e-08 0 2.46762e-08 1.82025e-08 0 3.72554e-08 3.47375e-08 3.13889e-08 1.0923e-07 3.23913e-08 0 2.51764e-08 1.87697e-08 4.3571e-08 2.48872e-08 1.64378e-07 3.895e-08 4.5361e-08 2.68039e-08 0 7.5794e-07 3.55812e-08 0 3.79803e-08 0 2.59384e-08 2.67973e-31 2.43692e-08 2.16419e-08 -------------------------------------------------------------- Initialization seed trial #66 of 1000; initialization seed = 493576291 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 595375 Distortion: 0.00415658 Distortions/cluster: 1.8276e-06 2.02985e-06 4.41202e-06 2.37044e-35 8.29035e-06 1.92378e-06 3.96234e-06 2.95191e-06 4.81569e-35 0 3.10265e-06 7.91609e-06 2.43542e-06 9.64317e-35 1.59192e-05 3.57952e-06 3.03289e-06 1.86951e-06 3.7293e-06 1.50809e-05 2.94663e-06 1.18094e-06 2.14857e-06 1.95747e-06 2.6381e-06 0 8.47519e-06 1.48326e-06 1.41168e-06 2.45348e-05 1.89811e-06 1.6103e-06 0 4.15723e-06 1.48702e-05 2.39301e-06 0.00391362 2.36448e-06 0 0 2.89639e-06 1.46196e-06 5.83568e-06 0 2.63559e-06 2.48061e-06 4.03127e-06 0 2.48069e-06 9.57322e-07 1.33906e-05 0 8.03151e-06 2.72872e-06 3.21528e-06 2.60453e-06 4.8765e-06 4.56695e-06 0 0 2.49054e-06 2.12023e-06 2.92777e-06 5.26998e-06 0 2.6558e-06 0 0 0 0 2.03149e-06 3.26215e-06 1.54574e-06 0 2.33066e-06 0 Variance: 7.11257e-07 Variances/cluster: 4.68585e-08 3.56082e-08 2.55008e-08 0 9.41992e-08 3.43503e-08 4.17052e-08 2.45971e-08 2.67973e-31 0 2.21599e-08 4.60089e-08 2.19388e-08 6.86694e-32 7.5794e-07 2.22311e-08 2.80798e-08 1.98867e-08 2.40577e-08 4.2348e-08 2.1825e-08 2.88017e-08 2.28544e-08 2.10456e-08 3.42579e-08 0 5.01328e-08 2.14946e-08 3.44288e-08 2.72576e-06 2.67317e-08 2.77612e-08 0 5.26073e-08 4.93869e-08 1.89899e-08 0.00391989 2.8146e-08 0 0 2.17752e-08 2.9833e-08 1.42286e-07 0 2.86453e-08 2.6671e-08 3.83897e-08 0 3.39794e-08 1.99421e-08 3.79215e-08 0 5.21369e-08 5.05272e-08 2.55153e-08 2.86186e-08 2.9198e-08 1.69132e-07 0 0 3.19272e-08 2.20831e-08 1.79602e-08 4.2146e-08 0 2.60342e-08 0 0 0 0 3.98302e-08 3.02025e-08 4.68365e-08 0 2.24083e-08 0 -------------------------------------------------------------- Initialization seed trial #67 of 1000; initialization seed = 493576292 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 79 BIC score: 498573 Distortion: 0.0358298 Distortions/cluster: 2.64201e-06 2.28947e-06 3.00361e-06 3.32829e-06 4.17537e-06 3.27565e-06 2.00353e-06 2.15241e-06 3.7183e-06 1.76327e-06 5.25522e-06 6.45786e-06 1.08283e-34 2.37044e-35 2.19646e-06 3.08417e-06 1.27749e-35 2.97911e-06 0.0356196 3.01326e-06 4.12014e-06 4.35268e-06 1.93605e-06 3.85131e-06 0 4.08079e-06 3.24976e-06 9.85484e-06 4.16202e-06 2.08083e-06 2.00975e-06 4.5533e-06 0 1.80055e-06 2.16845e-06 2.9015e-06 2.7844e-06 0 3.07423e-06 0 1.8713e-06 4.81569e-35 5.5815e-06 4.0088e-06 2.46233e-06 3.35588e-06 3.44126e-06 5.37951e-06 2.73068e-06 8.04075e-06 2.63523e-06 2.46885e-06 3.52667e-06 3.17676e-06 3.62768e-06 3.68428e-06 0 0 4.07024e-06 4.56695e-06 3.43018e-06 4.01221e-06 3.49279e-06 2.71695e-06 2.32391e-06 2.87657e-06 0 2.53965e-06 3.4137e-06 0 0 3.6564e-06 3.1565e-06 0 3.0707e-06 2.58602e-06 Variance: 6.13104e-06 Variances/cluster: 3.18215e-08 2.48774e-08 2.5891e-08 3.86977e-08 4.44054e-08 4.30876e-08 2.30215e-08 3.21226e-08 3.99792e-08 2.93851e-08 1.75159e-06 4.0355e-07 0 0 3.00784e-08 2.08366e-08 0 4.65346e-08 0.035575 2.12182e-08 3.96136e-08 4.1839e-08 3.12238e-08 2.40686e-08 0 3.99946e-08 2.57895e-08 8.95767e-07 2.41957e-08 1.98156e-08 2.28305e-08 4.4203e-08 0 2.36888e-08 2.58119e-08 3.71958e-08 3.86595e-08 0 2.27695e-08 0 2.10239e-08 2.67973e-31 5.41846e-08 2.56952e-08 2.43771e-08 3.64738e-08 3.27632e-08 3.47036e-08 2.31393e-08 9.24134e-08 1.95185e-08 3.16414e-08 2.15016e-08 3.6927e-08 2.85551e-08 2.11721e-08 0 0 2.84607e-08 1.69132e-07 2.76595e-08 1.14597e-07 3.38994e-08 2.66344e-08 3.36768e-08 3.46461e-08 0 3.43086e-08 2.68772e-08 0 0 9.13793e-08 3.22064e-08 0 2.981e-08 3.54133e-08 -------------------------------------------------------------- Initialization seed trial #68 of 1000; initialization seed = 493576293 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 77 BIC score: 498765 Distortion: 0.0358335 Distortions/cluster: 7.95925e-06 4.08968e-06 3.16234e-06 5.30987e-06 0.0356196 2.29203e-06 5.162e-06 4.56695e-06 1.74447e-06 6.60439e-06 2.60799e-06 3.02193e-06 1.56972e-06 2.11477e-06 1.60319e-06 2.63434e-06 2.37044e-35 7.81672e-06 3.14649e-06 2.4332e-06 2.39568e-06 0 0 1.94594e-06 1.46364e-06 2.73804e-06 4.81569e-35 4.26849e-06 5.9685e-06 2.72364e-06 0 2.03491e-06 1.19304e-06 3.68277e-06 0 4.91095e-06 2.97003e-06 3.26174e-06 2.67755e-06 2.07043e-06 4.90693e-06 0 3.6901e-06 5.25522e-06 8.16378e-06 9.85484e-06 2.06537e-06 1.34667e-06 2.14987e-06 4.49461e-06 0 2.12749e-06 0 0 4.79965e-06 3.85913e-06 2.64509e-06 0 4.01958e-06 6.41378e-06 2.24209e-06 3.42561e-06 2.85364e-06 2.78733e-06 1.56971e-06 1.78457e-06 0 1.84937e-06 0 2.67309e-06 1.08283e-34 5.14204e-06 4.69081e-06 1.27749e-35 5.23449e-06 1.71935e-06 Variance: 6.13167e-06 Variances/cluster: 4.5992e-08 3.93207e-08 3.67682e-08 2.90062e-08 0.035575 2.49104e-08 3.4867e-08 1.69132e-07 1.77991e-08 5.50318e-08 2.55661e-08 3.77617e-08 1.8685e-08 2.51736e-08 2.81236e-08 2.31059e-08 0 4.76476e-08 3.65842e-08 3.86094e-08 2.52155e-08 0 0 2.59436e-08 1.92567e-08 3.22093e-08 2.67973e-31 3.02703e-08 2.96843e-08 2.26948e-08 0 1.99478e-08 2.33904e-08 2.39121e-08 0 1.32684e-07 3.19253e-08 4.18133e-08 2.67731e-08 1.86509e-08 4.0878e-08 0 4.14483e-08 1.75159e-06 9.38273e-08 8.95767e-07 2.99302e-08 2.69242e-07 2.90492e-08 3.56602e-08 0 2.00683e-08 0 0 3.42778e-07 4.06199e-08 1.98862e-08 0 4.3678e-08 3.8634e-08 2.07583e-08 3.23142e-08 1.90226e-08 3.81701e-08 1.91407e-08 2.23044e-08 0 1.8309e-08 0 2.32422e-08 0 5.24539e-08 2.9315e-08 0 4.39836e-08 1.95363e-08 -------------------------------------------------------------- Initialization seed trial #69 of 1000; initialization seed = 493576294 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 726976 Distortion: 0.000210462 Distortions/cluster: 3.09457e-06 4.26791e-06 4.27414e-06 2.85499e-06 1.9025e-06 2.8492e-06 4.09191e-06 3.88249e-06 2.96088e-06 2.86656e-06 2.49574e-06 7.76697e-06 9.64317e-35 1.08283e-34 3.11051e-06 5.31461e-06 2.8743e-06 3.80482e-06 2.37044e-35 3.06735e-06 0 2.36707e-06 2.74906e-06 5.37779e-06 0 0 0 5.22502e-06 2.12341e-06 3.40892e-06 6.45786e-06 2.52082e-06 3.07913e-06 2.50477e-06 0 4.27993e-06 0 5.09705e-06 2.20022e-06 4.09773e-06 2.20468e-06 3.63407e-06 0 3.9181e-06 1.77951e-06 2.36324e-06 1.92555e-06 5.25522e-06 1.27749e-35 2.75265e-06 0 0 4.49305e-06 2.6722e-06 4.41438e-06 3.89241e-06 3.78429e-06 3.04422e-06 0 2.92557e-06 3.97086e-06 0 9.85484e-06 1.84503e-06 6.01217e-06 4.88757e-06 4.81569e-35 2.15181e-06 2.35548e-06 2.53672e-06 2.21032e-06 0 3.3867e-06 2.77429e-06 5.08079e-06 1.36839e-06 Variance: 3.60134e-08 Variances/cluster: 3.03363e-08 2.45257e-08 1.64378e-07 1.0977e-07 1.9816e-08 3.74771e-08 3.05265e-08 4.00221e-08 2.52984e-08 3.72158e-08 3.32658e-08 9.03049e-08 6.86694e-32 0 2.93419e-08 2.96879e-08 3.83215e-08 2.94919e-08 0 3.93222e-08 0 2.95858e-08 3.87064e-08 3.44701e-08 0 0 0 3.14729e-08 2.30785e-08 3.47736e-08 4.0355e-07 5.14408e-08 2.28064e-08 2.21642e-08 0 3.12302e-08 0 2.86257e-08 2.22218e-08 3.17626e-08 2.09946e-08 3.99219e-08 0 3.69511e-08 1.56083e-08 1.98574e-08 2.6375e-08 1.75159e-06 0 1.14655e-07 0 0 3.71296e-08 2.54465e-08 3.55966e-08 4.09691e-08 2.22586e-08 4.16878e-08 0 3.32348e-08 3.67562e-08 0 8.95767e-07 1.94193e-08 2.56908e-08 4.40181e-08 2.67973e-31 2.10943e-08 2.14109e-08 3.96243e-08 1.9558e-08 0 3.84727e-08 3.6027e-08 4.2692e-08 3.42066e-08 -------------------------------------------------------------- Initialization seed trial #70 of 1000; initialization seed = 493576295 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 594902 Distortion: 0.00412548 Distortions/cluster: 5.69686e-06 2.09747e-06 3.34934e-06 0 3.08704e-06 1.65228e-06 3.16949e-06 8.00262e-06 4.17823e-06 3.93283e-06 4.02181e-06 3.53266e-06 1.8518e-06 1.84429e-06 2.58552e-06 2.52953e-06 2.71106e-06 2.37044e-35 6.14491e-06 2.53639e-06 9.85484e-06 9.64317e-35 2.20212e-06 3.05357e-06 3.94303e-06 0 4.48244e-06 2.38983e-06 3.15908e-06 0 2.41636e-06 0 2.72739e-06 0 2.36152e-06 5.25522e-06 3.40384e-06 0.00391362 4.81569e-35 2.32472e-06 6.45786e-06 1.81088e-06 4.03479e-06 2.18537e-06 2.85499e-06 2.0628e-06 0 0 2.60285e-06 2.15039e-06 7.31709e-06 2.75347e-06 4.90581e-06 2.75265e-06 2.9492e-06 4.57644e-06 2.15336e-06 0 7.21498e-06 6.49511e-06 0 2.22752e-06 2.65115e-06 0 2.87875e-06 4.27414e-06 0 1.58072e-06 1.82706e-06 0 3.34993e-06 4.31809e-06 3.02268e-06 7.4122e-06 2.53788e-06 0 Variance: 7.05934e-07 Variances/cluster: 4.06785e-08 3.67955e-08 4.0842e-08 0 2.1892e-08 2.66467e-08 3.07691e-08 9.09302e-08 4.09495e-08 4.62544e-08 2.93537e-08 5.35205e-08 2.64519e-08 2.33432e-08 3.23162e-08 2.12547e-08 2.88386e-08 0 3.32049e-08 2.53609e-08 8.95767e-07 6.86694e-32 3.55157e-08 2.702e-08 3.68396e-08 0 4.11098e-08 2.7786e-08 2.02488e-08 0 1.90242e-08 0 2.02005e-08 0 2.33786e-08 1.75159e-06 2.59812e-08 0.00391989 2.67973e-31 2.70292e-08 4.0355e-07 2.15562e-08 4.43249e-08 2.48309e-08 1.0977e-07 1.98329e-08 0 0 3.0263e-08 2.28745e-08 3.19419e-08 1.74255e-08 4.08685e-08 1.14655e-07 5.26596e-08 2.47354e-08 2.07033e-08 0 4.02938e-08 4.30001e-08 0 2.44761e-08 3.53459e-08 0 2.41891e-08 1.64378e-07 0 2.54931e-08 2.28362e-08 0 3.80641e-08 3.08408e-08 3.28522e-08 3.72353e-08 3.57419e-08 0 -------------------------------------------------------------- Initialization seed trial #71 of 1000; initialization seed = 493576296 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 594984 Distortion: 0.00414951 Distortions/cluster: 2.54278e-06 5.59163e-06 5.0178e-06 1.6099e-06 5.27557e-06 3.27768e-06 2.91737e-06 6.15179e-06 2.63043e-06 2.35258e-06 9.64317e-35 4.6885e-06 3.4862e-06 8.27371e-06 3.48413e-06 2.91665e-06 5.64546e-06 4.17542e-06 4.03884e-06 3.92249e-06 1.93484e-06 2.37044e-35 2.15997e-06 4.81569e-35 5.54074e-06 3.42407e-06 4.29375e-06 2.32601e-06 2.38884e-06 1.71888e-06 2.45348e-05 2.25921e-06 3.37643e-06 3.75349e-06 0 0 3.51057e-06 2.7749e-06 2.5697e-06 1.59192e-05 5.38633e-06 2.17338e-06 4.78149e-06 1.65888e-06 0 0 0.00391362 8.97503e-06 0 0 4.56695e-06 0 2.10612e-06 3.38834e-06 2.51687e-06 3.96937e-06 3.73943e-06 4.02739e-06 3.78874e-06 1.82661e-06 0 2.0742e-06 0 0 0 9.97702e-06 0 1.97766e-06 0 1.71841e-06 0 2.23225e-06 2.24528e-06 2.27302e-06 0 0 Variance: 7.10046e-07 Variances/cluster: 3.34548e-08 2.86725e-08 3.98109e-08 3.74367e-08 3.03167e-08 2.12811e-08 1.95779e-08 3.77289e-08 3.28775e-08 2.02786e-08 6.86694e-32 3.93862e-08 2.37128e-08 9.40102e-08 3.55417e-08 3.35217e-08 3.57191e-08 2.45592e-08 2.84396e-08 6.53538e-08 3.12052e-08 0 3.54062e-08 2.67973e-31 1.38473e-07 3.80327e-08 4.04938e-08 2.9818e-08 2.81014e-08 4.9107e-08 2.72576e-06 1.85164e-08 2.61716e-08 2.39055e-08 0 0 4.33274e-08 2.61752e-08 3.33698e-08 7.5794e-07 4.56326e-08 2.78615e-08 2.62697e-08 2.91008e-08 0 0 0.00391989 3.09383e-08 0 0 1.69132e-07 0 2.14891e-08 4.34259e-08 2.4673e-08 2.44999e-08 4.61616e-08 5.36938e-08 3.08001e-08 2.89913e-08 0 2.72896e-08 0 0 0 4.5751e-08 0 2.03861e-08 0 3.50673e-08 0 2.82539e-08 1.95224e-08 2.64278e-08 0 0 -------------------------------------------------------------- Initialization seed trial #72 of 1000; initialization seed = 493576297 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 95 BIC score: 726729 Distortion: 0.00021348 Distortions/cluster: 3.69694e-06 2.96716e-06 6.87552e-06 4.50403e-06 2.97658e-06 3.1437e-06 3.49844e-06 1.05058e-06 9.64317e-35 2.92158e-06 5.08874e-06 0 1.81871e-06 2.42211e-06 4.01297e-06 3.47273e-06 2.86965e-06 2.28356e-06 5.25522e-06 4.13514e-06 2.37044e-35 2.09372e-06 2.3633e-06 3.53652e-06 0 2.68847e-06 4.89157e-06 4.20324e-06 4.9632e-06 0 3.08139e-06 2.88733e-06 0 3.31796e-06 3.17437e-06 2.49478e-06 4.1298e-06 3.30291e-06 0 5.68362e-06 0 7.08725e-06 3.86011e-06 3.5747e-06 2.10089e-06 3.36227e-06 4.53713e-06 3.01341e-06 0 8.2552e-06 2.99895e-06 2.66365e-06 5.9104e-06 3.02304e-06 2.02519e-06 0 6.6881e-06 3.70885e-06 3.24839e-06 0 2.81818e-06 4.91281e-06 1.08283e-34 4.81569e-35 0 2.72767e-06 1.27749e-35 0 9.85484e-06 4.04826e-06 4.91202e-06 0 0 0 0 2.343e-06 Variance: 3.65298e-08 Variances/cluster: 3.69575e-08 3.37067e-08 4.27017e-08 2.85041e-08 1.98415e-08 3.74137e-08 5.73341e-08 8.75168e-08 6.86694e-32 4.1723e-08 3.01009e-08 0 2.59793e-08 3.84345e-08 4.09455e-08 2.82307e-08 2.15744e-08 2.35397e-08 1.75159e-06 3.75799e-08 0 1.61041e-07 2.07285e-08 2.59953e-08 0 2.40014e-08 3.03797e-08 2.98076e-08 2.88533e-08 0 2.72657e-08 1.76041e-08 0 1.06996e-07 3.69084e-08 3.11747e-08 2.73473e-08 4.46204e-08 0 2.74547e-08 0 8.85821e-08 3.11198e-08 2.30606e-08 9.13355e-08 2.77847e-08 3.3107e-08 2.37248e-08 0 5.03327e-08 2.34272e-08 2.27642e-08 3.93959e-07 3.25029e-08 2.70002e-08 0 5.57293e-08 4.69433e-08 2.79941e-08 0 4.20484e-08 4.16205e-08 0 2.67973e-31 0 2.5254e-08 0 0 8.95767e-07 4.00685e-08 3.05069e-08 0 0 0 0 2.07321e-08 -------------------------------------------------------------- Initialization seed trial #73 of 1000; initialization seed = 493576298 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 595026 Distortion: 0.00412515 Distortions/cluster: 4.32559e-06 5.06664e-06 3.82503e-06 5.36099e-06 2.37044e-35 0.00391362 2.75454e-06 4.58221e-06 2.94916e-06 3.12355e-06 0 3.25339e-06 2.90802e-06 2.50672e-06 7.42937e-06 4.7552e-06 4.81569e-35 2.76658e-06 2.0821e-06 9.85484e-06 3.87463e-06 4.7822e-06 3.47327e-06 3.93807e-06 2.00651e-06 3.42194e-06 0 1.86338e-06 3.36024e-06 1.98602e-06 3.47969e-06 5.59298e-06 3.37094e-06 9.64317e-35 5.12186e-06 2.97767e-06 3.33002e-06 2.35825e-06 4.88774e-06 3.2044e-06 2.90707e-06 2.71467e-06 1.63943e-06 0 0 2.65606e-06 1.71132e-06 0 4.46382e-06 2.38064e-06 1.85533e-06 0 0 3.17778e-06 2.77816e-06 0 0 4.49604e-06 3.90058e-06 2.04812e-06 0 2.7548e-06 3.1408e-06 2.134e-06 0 5.25522e-06 3.84667e-06 3.74905e-06 6.70362e-06 1.15594e-06 4.41684e-06 4.53409e-06 0 2.44851e-06 0 4.08429e-06 Variance: 7.05878e-07 Variances/cluster: 4.28143e-08 3.05193e-08 2.12483e-08 3.57344e-07 0 0.00391989 2.07084e-08 3.05381e-08 4.83426e-08 2.64685e-08 0 3.01209e-08 3.34224e-08 3.4336e-08 8.84364e-08 4.02852e-08 2.67973e-31 1.99011e-08 1.48711e-07 8.95767e-07 2.70865e-08 3.79417e-08 2.18425e-08 1.64058e-07 3.8583e-08 2.25108e-08 0 2.3585e-08 3.39388e-08 5.09191e-08 1.1595e-07 3.85599e-08 2.37362e-08 6.86694e-32 4.97118e-08 2.40113e-08 4.38123e-08 2.24573e-08 3.05457e-08 4.21492e-08 4.21278e-08 2.88771e-08 3.15255e-08 0 0 2.39257e-08 3.11121e-08 0 2.27726e-08 3.17393e-08 2.37839e-08 0 0 3.97103e-08 2.57207e-08 0 0 3.97749e-08 2.95473e-08 3.2507e-08 0 2.05564e-08 3.5688e-08 3.74362e-08 0 1.75159e-06 2.68974e-08 2.38772e-08 3.20641e-08 2.31098e-07 4.12653e-08 4.19684e-08 0 2.35413e-08 0 3.34669e-08 -------------------------------------------------------------- Initialization seed trial #74 of 1000; initialization seed = 493576299 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 726805 Distortion: 0.000212712 Distortions/cluster: 4.99771e-06 5.25522e-06 2.54168e-06 2.23003e-06 9.85484e-06 2.12485e-06 4.30493e-06 3.20419e-06 2.40962e-06 1.08283e-34 3.5913e-06 3.69911e-06 2.96778e-06 4.3288e-06 9.64317e-35 2.37044e-35 0 2.53148e-06 2.32337e-06 2.64118e-06 2.43336e-06 4.64488e-06 2.35474e-06 4.40551e-06 4.27414e-06 8.00262e-06 3.04473e-06 4.71877e-06 1.27749e-35 2.4608e-06 4.30915e-06 3.23771e-06 4.35674e-06 2.71174e-06 2.85499e-06 2.83268e-06 2.19741e-06 3.65072e-06 0 4.30182e-06 0 2.95664e-06 2.2035e-06 0 4.81569e-35 5.6653e-06 2.53248e-06 4.98202e-06 0 0 3.93024e-06 6.00359e-06 0 3.15662e-06 2.58826e-06 4.57515e-06 0 3.29905e-06 0 1.7953e-06 1.69391e-06 6.45786e-06 2.196e-06 4.73566e-06 4.43148e-06 4.69181e-06 4.0141e-06 3.55122e-06 0 3.61051e-06 0 0 0 0 2.72632e-06 5.11635e-06 Variance: 3.63984e-08 Variances/cluster: 2.36838e-08 1.75159e-06 2.5933e-08 3.37772e-08 8.95767e-07 3.79313e-08 3.55665e-08 3.48176e-08 2.00778e-08 0 4.32552e-08 3.93392e-08 3.33351e-08 2.51591e-08 6.86694e-32 0 0 2.16343e-08 1.82921e-08 3.88281e-08 3.04143e-08 3.7156e-08 2.76937e-08 2.12808e-08 1.64378e-07 9.09302e-08 3.1713e-08 2.19459e-08 0 1.11816e-07 4.2244e-08 3.76448e-08 2.81055e-08 2.71142e-08 1.0977e-07 3.11181e-08 3.4868e-08 2.13474e-08 0 2.62221e-08 0 3.39813e-08 2.09838e-08 0 2.67973e-31 4.07539e-08 2.78262e-08 3.32106e-08 0 0 3.81451e-08 5.45734e-08 0 4.09827e-08 2.35268e-08 2.40777e-08 0 3.20267e-08 0 3.73896e-08 3.7631e-08 4.0355e-07 2.67774e-08 3.31138e-08 4.30204e-08 2.69621e-08 3.75028e-08 3.73779e-08 0 2.4393e-08 0 0 0 0 4.00795e-08 3.84655e-08 -------------------------------------------------------------- Initialization seed trial #75 of 1000; initialization seed = 493576300 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 594788 Distortion: 0.00412216 Distortions/cluster: 4.80052e-06 2.26615e-06 7.89415e-06 0.00391362 2.06357e-06 4.45247e-06 2.38465e-06 2.39665e-06 5.9104e-06 4.16992e-06 3.54784e-06 3.78958e-06 2.37044e-35 3.67164e-06 2.28694e-06 4.24032e-06 2.80568e-06 5.48436e-06 2.16871e-06 2.9353e-06 2.22308e-06 1.79845e-06 4.98645e-06 3.92184e-06 3.20429e-06 6.49164e-06 2.43629e-06 3.01488e-06 4.39002e-06 6.21343e-06 0 2.73504e-06 2.04879e-06 3.94107e-06 5.71883e-06 9.64317e-35 2.76448e-06 1.94292e-06 0 3.70594e-06 4.81569e-35 2.6838e-06 2.57431e-06 0 0 0 3.42644e-06 2.22538e-06 0 1.949e-06 1.87145e-06 2.89906e-06 1.95368e-06 3.48408e-06 5.74175e-07 2.01514e-06 3.92638e-06 9.85484e-06 0 0 0 2.68791e-06 0 2.29465e-06 2.79366e-06 0 5.25522e-06 2.82389e-06 2.84577e-06 3.03658e-06 2.1004e-06 3.36249e-06 3.82758e-06 4.86785e-06 2.58982e-06 1.81194e-06 Variance: 7.05367e-07 Variances/cluster: 2.2642e-08 2.24346e-08 9.07286e-08 0.00391989 1.73394e-08 4.58873e-08 2.90785e-08 4.13081e-08 3.93959e-07 3.79051e-08 3.94074e-08 3.03066e-08 0 3.86458e-08 3.13252e-08 3.44629e-08 2.29954e-08 2.76897e-08 3.94275e-08 2.1423e-08 1.30756e-07 2.64452e-08 1.66191e-07 2.72326e-08 2.99441e-08 5.23363e-08 2.51135e-08 1.99638e-08 2.3474e-08 3.20176e-08 0 2.7348e-08 2.17937e-08 4.06261e-08 5.39465e-08 6.86694e-32 3.32967e-08 2.77535e-08 0 1.19506e-07 2.67973e-31 2.1817e-08 1.95007e-08 0 0 0 2.31496e-08 3.9029e-08 0 2.8237e-08 1.83459e-08 2.70917e-08 2.05631e-08 3.70525e-08 1.43534e-07 3.30242e-08 4.26754e-08 8.95767e-07 0 0 0 1.97623e-08 0 3.76047e-08 3.03634e-08 0 1.75159e-06 3.6671e-08 2.54061e-08 3.8918e-08 2.72754e-08 4.14984e-08 2.31954e-08 4.42391e-08 2.58957e-08 2.70408e-08 -------------------------------------------------------------- Initialization seed trial #76 of 1000; initialization seed = 493576301 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 28 BIC score: 594415 Distortion: 0.00412419 Distortions/cluster: 1.22387e-05 2.062e-06 2.72798e-06 2.49607e-06 1.55554e-06 5.3908e-06 1.53917e-06 5.83568e-06 1.89544e-06 4.14213e-06 4.81569e-35 3.42458e-06 1.50016e-06 9.85484e-06 2.21204e-06 2.27789e-06 4.52657e-06 2.37044e-35 9.64317e-35 3.99965e-06 0 2.29876e-06 1.58151e-06 0 2.42277e-06 2.37306e-06 4.91317e-06 2.26152e-06 2.18271e-06 4.07679e-06 3.68963e-06 2.85644e-06 1.84254e-06 2.15678e-06 1.16621e-06 4.42954e-06 2.32589e-06 1.51782e-06 1.36095e-06 3.54131e-06 3.37219e-06 2.6589e-06 2.59652e-06 2.91906e-06 2.26416e-06 2.47967e-06 1.46996e-06 5.87977e-06 2.91569e-06 0 5.9104e-06 1.58351e-06 5.25522e-06 2.09372e-06 0 1.84488e-06 2.04532e-06 9.75457e-06 3.97197e-06 7.01413e-06 2.26038e-06 1.72642e-06 1.50682e-06 1.54787e-06 5.56054e-06 2.04934e-06 0 1.6347e-06 3.51958e-06 1.7667e-06 1.86785e-06 2.5562e-06 2.21673e-06 1.65244e-06 0 0.00391362 Variance: 7.05714e-07 Variances/cluster: 4.29285e-08 2.17033e-08 2.78342e-08 2.8362e-08 2.59235e-08 7.92686e-08 3.14084e-08 1.42286e-07 4.98759e-08 3.09087e-08 2.67973e-31 4.28034e-08 2.54241e-08 8.95767e-07 2.06714e-08 1.91402e-08 4.35105e-08 0 6.86694e-32 4.03872e-08 0 2.25347e-08 2.13691e-08 0 3.23008e-08 1.96103e-08 4.3085e-08 2.51258e-08 3.41023e-08 3.31418e-08 4.09828e-08 2.85617e-08 2.70938e-08 2.66246e-08 4.16474e-08 3.91866e-08 2.55569e-08 2.86355e-08 2.00122e-08 3.72649e-08 4.95867e-08 2.31188e-08 1.86784e-08 3.79065e-08 1.64055e-08 1.98357e-08 3.26638e-08 4.59208e-08 2.65039e-08 0 3.93959e-07 1.95472e-08 1.75159e-06 1.61041e-07 0 3.23635e-08 3.35269e-08 3.3168e-08 6.61794e-08 3.81079e-08 3.18328e-08 2.87714e-08 1.93162e-08 2.97648e-08 3.99913e-08 2.38268e-08 0 2.01797e-08 1.06645e-07 2.07828e-08 3.66213e-08 2.4576e-08 1.78748e-08 1.92121e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #77 of 1000; initialization seed = 493576302 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 594946 Distortion: 0.00414624 Distortions/cluster: 1.59192e-05 2.27212e-06 5.10661e-06 2.37044e-35 3.04614e-06 3.8644e-06 4.91022e-06 2.90461e-06 2.15964e-06 2.36439e-06 2.45348e-05 1.83724e-06 4.60137e-06 2.12535e-06 4.22036e-06 2.85499e-06 9.64317e-35 2.34248e-06 3.1255e-06 5.16142e-06 2.12347e-06 0 4.81569e-35 4.74644e-06 2.5092e-06 5.88295e-06 3.1227e-06 2.76621e-06 7.89415e-06 2.91393e-06 4.31989e-06 0 2.07055e-06 3.13051e-06 0 4.27414e-06 3.01554e-06 2.02744e-06 2.03506e-06 0 3.9004e-06 2.75265e-06 0 4.35772e-06 0 0.00391362 0 3.345e-06 3.50936e-06 0 2.69548e-06 4.95165e-06 4.12449e-06 4.35564e-06 0 3.33606e-06 3.43239e-06 3.10789e-06 2.79162e-06 5.16067e-06 0 2.46389e-06 0 0 0 0 2.36403e-06 0 0 3.74132e-06 4.23881e-06 1.1073e-06 5.60461e-06 2.63098e-06 9.41108e-06 3.05077e-06 Variance: 7.09486e-07 Variances/cluster: 7.5794e-07 3.6635e-08 3.78237e-08 0 2.05803e-08 3.16727e-08 3.7759e-08 3.77097e-08 3.32142e-08 3.4759e-08 2.72576e-06 3.0116e-08 3.00717e-08 3.26873e-08 4.85055e-08 1.0977e-07 6.86694e-32 2.60253e-08 3.39698e-08 3.46376e-08 2.58936e-08 0 2.67973e-31 2.85836e-08 4.5608e-08 5.4467e-08 2.81292e-08 2.34404e-08 9.07286e-08 2.15823e-08 3.78814e-08 0 4.13977e-08 2.37136e-08 0 1.64378e-07 3.72259e-08 3.07161e-08 2.14198e-08 0 2.76591e-08 1.14655e-07 0 4.23054e-08 0 0.00391989 0 2.53386e-08 3.77318e-08 0 1.87169e-08 2.40351e-08 2.38381e-08 3.22535e-08 0 2.04642e-08 3.81251e-08 2.11403e-08 2.65843e-08 3.87987e-08 0 1.85239e-08 0 0 0 0 2.09187e-08 0 0 3.66687e-08 4.28126e-08 3.57084e-08 3.04499e-08 3.4607e-08 4.23782e-08 2.48009e-08 -------------------------------------------------------------- Initialization seed trial #78 of 1000; initialization seed = 493576303 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 28 BIC score: 726314 Distortion: 0.000215864 Distortions/cluster: 5.21187e-06 3.86122e-06 2.34726e-06 2.84066e-06 4.02973e-06 2.03619e-06 4.50195e-06 2.65523e-06 4.81569e-35 3.23794e-06 2.05469e-06 2.64434e-06 3.25813e-06 2.41621e-06 5.89693e-06 2.56525e-06 2.37044e-35 5.58621e-06 5.56167e-06 3.30714e-06 0 5.28954e-06 5.03877e-06 4.75183e-06 3.06654e-06 3.51528e-06 3.1721e-06 0 2.49703e-06 5.9104e-06 3.91833e-06 0 2.27696e-06 0 2.93071e-06 0 0 5.2514e-06 3.08717e-06 2.5867e-06 0 0 3.08252e-06 2.24153e-06 1.08283e-34 2.3107e-06 2.11695e-06 5.25522e-06 9.64317e-35 4.39065e-06 0 4.88008e-06 3.02698e-06 4.5138e-06 0 0 0 3.55331e-06 3.39514e-06 4.17452e-06 7.37636e-06 5.53494e-06 4.25897e-06 3.17526e-06 1.27749e-35 3.26151e-06 0 4.83904e-06 4.33648e-06 9.85484e-06 0 3.42791e-06 5.70326e-06 3.84856e-06 0 0 Variance: 3.69377e-08 Variances/cluster: 2.9114e-08 1.24543e-07 3.30571e-08 3.42219e-08 5.03671e-08 2.03602e-08 2.50083e-08 2.02665e-08 2.67973e-31 3.11313e-08 3.60449e-08 3.77739e-08 3.32351e-08 2.0474e-08 2.94821e-08 2.39721e-08 0 3.79893e-08 2.94171e-08 4.03275e-08 0 2.65783e-08 3.12935e-08 3.46818e-08 2.68963e-08 7.4768e-08 2.3152e-08 0 5.20169e-08 3.93959e-07 2.17666e-08 0 4.13957e-08 0 2.20335e-08 0 0 4.48692e-08 2.70781e-08 2.37234e-08 0 0 2.96367e-08 1.77884e-08 0 2.04465e-08 3.20725e-08 1.75159e-06 6.86694e-32 4.82329e-08 0 3.99876e-08 3.56086e-08 3.06961e-08 0 0 0 2.55612e-08 2.3412e-08 3.31204e-08 5.12094e-08 4.42654e-08 1.18266e-07 2.99527e-08 0 3.07662e-08 0 3.96515e-08 6.88262e-08 8.95767e-07 0 1.55801e-07 4.59794e-08 2.74873e-08 0 0 -------------------------------------------------------------- Initialization seed trial #79 of 1000; initialization seed = 493576304 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 77 BIC score: 594575 Distortion: 0.00412124 Distortions/cluster: 2.65433e-06 1.16984e-06 5.28097e-06 3.06815e-06 2.10611e-06 4.06936e-06 2.68257e-06 2.85499e-06 2.74786e-06 3.11311e-06 3.58635e-06 2.27357e-06 4.57179e-06 3.22618e-06 3.19991e-06 5.25522e-06 1.21566e-06 4.91074e-06 6.13399e-06 2.37044e-35 1.19619e-06 1.09497e-06 2.09973e-06 5.9104e-06 3.08227e-06 1.77521e-06 9.64317e-35 3.30258e-06 2.77058e-06 4.91033e-06 3.00771e-06 3.68973e-06 3.86843e-06 2.01667e-06 0 4.22565e-06 0 3.69081e-06 2.04988e-06 2.21333e-06 1.28841e-06 0 3.46001e-06 4.63734e-06 3.6421e-06 0 0 2.75265e-06 2.79736e-06 5.99693e-06 1.42545e-06 2.98205e-06 1.52884e-06 3.22518e-06 4.27414e-06 1.43947e-06 4.81569e-35 0 0.00391362 2.49328e-06 2.26997e-06 2.55492e-06 7.59821e-06 1.4907e-06 2.98508e-06 1.61333e-06 4.28254e-06 1.14549e-06 3.34739e-06 9.85484e-06 0 2.28498e-06 2.52701e-06 1.44979e-06 0 7.24948e-06 Variance: 7.05209e-07 Variances/cluster: 3.7382e-08 1.67101e-08 4.15691e-08 2.10129e-08 2.42053e-08 9.68806e-08 3.62481e-08 1.0977e-07 3.56747e-08 4.8638e-08 3.69607e-08 2.49821e-08 4.11739e-08 3.0723e-08 1.8077e-08 1.75159e-06 2.33752e-08 2.94031e-08 3.2617e-08 0 2.4918e-08 1.82477e-08 2.83722e-08 3.93959e-07 3.42444e-08 2.57255e-08 6.86694e-32 2.26184e-08 5.89427e-08 3.92697e-08 4.62586e-08 5.34697e-08 4.4461e-08 2.76231e-08 0 3.64248e-08 0 2.14563e-08 2.44009e-08 2.63462e-08 1.71768e-08 0 2.2912e-08 3.33592e-08 3.87433e-08 0 0 1.14655e-07 2.0567e-08 4.61149e-08 3.23937e-08 2.07068e-08 1.73712e-08 4.1336e-08 1.64378e-07 2.11667e-08 2.67973e-31 0 0.00391989 2.37434e-08 2.33997e-08 3.19339e-08 3.63434e-08 3.23956e-08 3.64002e-08 2.52059e-08 3.78872e-08 1.84735e-08 3.84631e-08 8.95767e-07 0 2.37993e-08 3.23946e-08 1.76783e-08 0 2.99467e-08 -------------------------------------------------------------- Initialization seed trial #80 of 1000; initialization seed = 493576305 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 498928 Distortion: 0.0358281 Distortions/cluster: 2.50985e-06 3.52602e-06 3.65274e-06 7.76697e-06 2.22308e-06 1.27749e-35 1.90842e-06 2.96455e-06 2.60869e-06 2.61613e-06 2.4299e-06 2.46784e-06 1.94834e-06 2.37231e-06 6.26247e-06 1.97047e-06 1.98627e-06 5.9104e-06 4.24474e-06 2.85499e-06 0 3.35728e-06 2.29141e-06 2.46958e-06 4.3813e-06 4.27414e-06 2.37044e-35 2.98209e-06 5.07263e-06 3.69439e-06 2.24794e-06 2.4718e-06 1.88612e-06 1.72015e-06 2.66592e-06 3.67444e-06 1.08283e-34 0.0356196 4.82854e-06 4.08167e-06 3.508e-06 2.47828e-06 6.97046e-06 0 0 0 3.0485e-06 4.81569e-35 0 3.68495e-06 2.36397e-06 9.85484e-06 7.44144e-06 0 3.72534e-06 0 3.14388e-06 3.01639e-06 2.47309e-06 3.61461e-06 0 3.20264e-06 5.25522e-06 0 2.26929e-06 4.23907e-06 3.76783e-06 3.54367e-06 2.51206e-06 6.34358e-06 2.81998e-06 2.75265e-06 0 0 2.2257e-06 0 Variance: 6.13075e-06 Variances/cluster: 3.25928e-08 2.21743e-08 3.38188e-08 9.03049e-08 1.30756e-07 0 3.53379e-08 2.29783e-08 1.90393e-08 3.84695e-08 2.09452e-08 1.82787e-08 2.23927e-08 2.89279e-08 5.44515e-08 2.8147e-08 1.78928e-08 3.93959e-07 4.00315e-08 1.0977e-07 0 2.36407e-08 2.51774e-08 2.54574e-08 3.84198e-08 1.64378e-07 0 3.72733e-08 3.13022e-08 3.55199e-08 2.02493e-08 2.60166e-08 2.58349e-08 2.56713e-08 2.53873e-08 2.22674e-08 0 0.035575 3.89282e-08 3.40028e-08 4.80403e-08 2.55463e-08 4.17254e-08 0 0 0 2.10223e-08 2.67973e-31 0 3.96206e-08 2.65589e-08 8.95767e-07 3.06132e-08 0 3.76175e-08 0 2.75755e-08 4.02061e-08 1.96259e-08 4.25213e-08 0 3.76657e-08 1.75159e-06 0 2.24662e-08 2.63273e-08 2.32562e-08 3.80915e-08 3.58747e-08 3.8668e-08 2.29244e-08 1.14655e-07 0 0 2.85321e-08 0 -------------------------------------------------------------- Initialization seed trial #81 of 1000; initialization seed = 493576306 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 726553 Distortion: 0.000213009 Distortions/cluster: 1.48118e-06 4.81569e-35 1.46025e-06 4.46247e-06 5.02107e-06 4.53687e-06 9.85484e-06 5.30313e-06 3.08174e-06 7.89415e-06 1.9554e-06 3.54635e-06 1.08283e-34 3.09255e-06 2.75265e-06 3.34391e-06 3.08102e-06 5.02028e-06 2.93068e-06 3.75633e-06 1.35936e-06 6.3732e-06 3.39873e-06 5.9104e-06 2.37044e-35 5.17006e-06 0 3.22226e-06 9.64317e-35 0 3.51352e-06 3.13611e-06 2.6991e-06 6.00138e-06 1.3201e-06 3.1981e-06 1.66671e-06 2.38547e-06 1.89295e-06 3.48102e-06 4.30328e-06 0 0 3.16289e-06 8.34465e-06 0 0 1.78479e-06 5.25522e-06 2.82808e-06 2.5875e-06 1.21338e-06 2.57425e-06 1.74824e-06 5.05335e-06 2.85499e-06 3.27452e-06 4.45002e-06 4.27414e-06 2.80716e-06 0 3.84226e-06 1.27749e-35 4.15449e-06 0 2.79621e-06 4.59167e-06 3.16164e-06 0 0 0 0 2.61255e-06 3.60884e-06 0 4.422e-06 Variance: 3.64493e-08 Variances/cluster: 1.9234e-08 2.67973e-31 2.17929e-08 3.9478e-08 3.61113e-08 4.2398e-08 8.95767e-07 4.38237e-08 2.5258e-08 9.07286e-08 1.8445e-08 2.88226e-08 0 2.1326e-08 1.14655e-07 3.84232e-08 2.48444e-08 2.8037e-08 3.8558e-08 4.03774e-08 1.99885e-08 4.94006e-08 3.54003e-08 3.93959e-07 0 3.15145e-08 0 3.92924e-08 6.86694e-32 0 2.32663e-08 3.60357e-08 2.02922e-08 2.75269e-08 1.94113e-08 3.29671e-08 1.98394e-08 2.80619e-08 2.74315e-08 4.8333e-08 4.05836e-08 0 0 4.10638e-08 4.07022e-08 0 0 2.97438e-08 1.75159e-06 1.83625e-08 2.05339e-08 1.95683e-08 2.49897e-08 2.24113e-08 3.74292e-08 1.0977e-07 5.28103e-08 3.93678e-08 1.64378e-07 2.80692e-08 0 2.51106e-08 0 3.67544e-08 0 2.61299e-08 2.88759e-08 2.54947e-08 0 0 0 0 2.23268e-08 4.2948e-08 0 3.06983e-08 -------------------------------------------------------------- Initialization seed trial #82 of 1000; initialization seed = 493576307 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 726383 Distortion: 0.000213798 Distortions/cluster: 6.0562e-06 3.326e-06 9.85484e-06 1.66966e-06 0 3.90658e-06 5.06101e-06 3.38798e-06 1.77998e-06 5.31493e-06 3.1116e-06 2.06594e-06 3.02422e-06 2.31727e-06 2.75265e-06 7.89415e-06 6.29936e-06 4.28151e-06 3.81985e-06 4.85698e-06 3.05721e-06 9.64317e-35 3.85536e-06 2.85499e-06 4.51329e-06 4.12843e-06 3.09255e-06 2.37044e-35 1.48948e-06 1.66714e-06 4.40138e-06 5.40291e-06 2.79345e-06 2.07573e-06 1.08283e-34 0 1.89287e-06 3.58417e-06 0 4.37332e-06 0 0 1.66287e-06 4.54565e-06 4.27414e-06 1.36279e-06 6.45786e-06 4.81569e-35 2.38696e-06 0 2.9594e-06 3.36073e-06 1.14059e-06 5.53406e-06 2.88662e-06 2.89665e-06 5.21332e-06 2.35667e-06 0 0 1.90882e-06 0 1.6803e-06 3.60525e-06 0 1.27749e-35 2.77212e-06 0 5.25522e-06 2.65613e-06 0 1.95516e-06 5.65772e-06 5.86237e-06 5.44312e-06 0 Variance: 3.65841e-08 Variances/cluster: 3.78391e-08 2.32567e-08 8.95767e-07 2.14034e-08 0 4.11083e-08 4.81958e-08 2.36901e-08 1.89338e-08 3.23975e-08 2.06048e-08 2.90951e-08 2.43867e-08 2.51856e-08 1.14655e-07 9.07286e-08 3.0869e-08 3.96306e-08 2.78798e-08 3.39618e-08 3.96917e-08 6.86694e-32 3.53673e-08 1.0977e-07 4.0284e-08 4.85655e-08 2.78582e-08 0 1.88525e-08 1.61844e-08 3.07762e-08 3.7517e-08 2.51641e-08 1.8206e-08 0 0 2.45798e-08 3.8956e-08 0 3.86904e-08 0 0 2.68175e-08 4.24791e-08 1.64378e-07 1.86666e-08 4.0355e-07 2.67973e-31 3.14048e-08 0 2.66586e-08 2.92212e-08 1.65283e-08 4.19108e-08 3.51999e-08 2.68185e-08 2.55533e-08 2.01407e-08 0 0 6.15697e-08 0 2.07419e-08 4.87049e-08 0 0 2.74444e-08 0 1.75159e-06 2.37128e-08 0 2.83331e-08 4.15875e-08 3.15079e-08 4.03063e-08 0 -------------------------------------------------------------- Initialization seed trial #83 of 1000; initialization seed = 493576308 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 688840 Distortion: 0.000500377 Distortions/cluster: 6.97573e-06 2.07162e-06 5.34967e-06 0.000272435 5.91721e-06 5.59998e-06 4.3308e-06 6.08354e-06 2.37044e-35 4.56695e-06 3.66902e-06 2.34392e-06 5.26443e-06 2.46302e-06 2.38742e-06 3.83879e-06 2.44739e-06 9.64317e-35 3.04336e-06 6.35026e-06 2.45348e-05 2.14319e-06 1.27749e-35 2.93954e-06 0 4.68579e-06 4.02599e-06 0 6.319e-06 2.07646e-06 2.89436e-06 4.35155e-06 2.54796e-06 0 2.22238e-06 1.98378e-06 2.26229e-06 4.82943e-06 4.95537e-06 2.66423e-06 2.45411e-06 3.46402e-06 4.40918e-06 1.81009e-06 0 1.59192e-05 3.01253e-06 7.01744e-06 1.55753e-06 2.74981e-06 2.81536e-06 2.20393e-06 2.0108e-06 0 2.1317e-06 1.08283e-34 0 0 0 2.49181e-06 2.17907e-06 0 4.36336e-06 4.00316e-06 1.98602e-06 5.48283e-06 2.23608e-06 0 0 0 0 2.78487e-06 0 0 2.72045e-06 0 Variance: 8.56224e-08 Variances/cluster: 3.03193e-08 3.45246e-08 2.40955e-08 3.16754e-06 3.18026e-08 1.43541e-07 3.97191e-08 4.60721e-08 0 1.69132e-07 3.86086e-08 3.30104e-08 3.48608e-08 1.8944e-08 3.3623e-08 6.73246e-08 2.22469e-08 6.86694e-32 3.30771e-08 4.23214e-08 2.72576e-06 2.67875e-08 0 4.08234e-08 0 3.60414e-08 2.31359e-08 0 3.54884e-08 2.84419e-08 2.41175e-08 2.82543e-08 3.63961e-08 0 2.92391e-08 1.9836e-08 2.01967e-08 2.77529e-08 4.8567e-08 2.83404e-08 2.58297e-08 4.68069e-08 1.99493e-08 2.41324e-08 0 7.5794e-07 3.91206e-08 3.96339e-08 2.47203e-08 2.89428e-08 2.6065e-08 2.24864e-08 1.99065e-08 0 3.55165e-08 0 0 0 0 2.65061e-08 3.69312e-08 0 4.23493e-08 4.16959e-08 5.09191e-08 4.28219e-08 2.35353e-08 0 0 0 0 2.34003e-08 0 0 2.17617e-08 0 -------------------------------------------------------------- Initialization seed trial #84 of 1000; initialization seed = 493576309 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 690435 Distortion: 0.000474808 Distortions/cluster: 4.84115e-06 3.46417e-06 2.65063e-06 2.84021e-06 1.6735e-06 2.38468e-06 2.05202e-06 5.06231e-06 2.37044e-35 3.46795e-06 3.49112e-06 3.10321e-06 5.25522e-06 0.000272435 4.7848e-06 1.77542e-06 2.24015e-06 0 3.02563e-06 4.08517e-06 3.42281e-06 4.16377e-06 1.74781e-06 2.31461e-06 3.75295e-06 9.64317e-35 0 2.07254e-06 3.33827e-06 3.60931e-06 4.15292e-06 3.53266e-06 2.10492e-06 2.33099e-06 4.01573e-06 0 3.25758e-06 0 2.13485e-06 2.84322e-06 2.05759e-06 4.57421e-06 0 3.25504e-06 2.27587e-06 1.74862e-06 4.78641e-06 3.32633e-06 4.32039e-06 4.01586e-06 5.17442e-06 1.27749e-35 0 2.47039e-06 2.42585e-06 1.82574e-06 0 0 3.85394e-06 2.5863e-06 2.05551e-06 3.10264e-06 2.71626e-06 3.98256e-06 0 0 9.85484e-06 2.04037e-06 3.47005e-06 3.88501e-06 3.68111e-06 3.62177e-06 1.08283e-34 6.45786e-06 1.90309e-06 1.91308e-06 Variance: 8.12471e-08 Variances/cluster: 1.72882e-07 2.26397e-08 1.93454e-08 2.89792e-08 2.65603e-08 4.76901e-08 1.9541e-08 2.97685e-08 0 4.68601e-08 2.12855e-08 3.44771e-08 1.75159e-06 3.16754e-06 4.88097e-08 2.16489e-08 2.94727e-08 0 2.90902e-08 4.58856e-08 3.84459e-08 2.70351e-08 1.71339e-08 2.66024e-08 3.86776e-08 6.86694e-32 0 3.18823e-08 3.44043e-08 4.24588e-08 3.91657e-08 5.35205e-08 2.21551e-08 3.88468e-08 2.64106e-08 0 3.22426e-08 0 2.60317e-08 2.25632e-08 2.2122e-08 4.61899e-08 0 4.28152e-08 2.32212e-08 2.57127e-08 3.19066e-08 2.84277e-08 3.42776e-08 2.30777e-08 1.39802e-07 0 0 1.9604e-08 3.32282e-08 2.50073e-08 0 0 4.42848e-08 2.84182e-08 1.7418e-08 3.73779e-08 4.31113e-08 2.38456e-08 0 0 8.95767e-07 2.757e-08 3.85537e-08 3.96299e-08 4.32932e-08 2.6819e-08 0 4.0355e-07 2.29267e-08 1.77121e-08 -------------------------------------------------------------- Initialization seed trial #85 of 1000; initialization seed = 493576310 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 727497 Distortion: 0.000207985 Distortions/cluster: 3.23418e-06 3.97131e-06 2.95371e-06 3.75407e-06 3.90585e-06 6.22096e-06 0 2.37044e-35 2.54094e-06 3.92114e-06 1.99162e-06 2.28236e-06 2.44764e-06 4.2622e-06 1.84651e-06 4.43166e-06 2.91184e-06 1.78111e-06 0 4.57956e-06 4.81569e-35 3.03156e-06 4.01621e-06 3.87257e-06 4.72608e-06 4.04501e-06 5.25522e-06 3.12007e-06 5.03438e-06 0 3.10583e-06 4.79965e-06 1.95567e-06 2.37564e-06 3.55548e-06 2.98118e-06 3.64081e-06 3.48954e-06 1.71535e-06 0 2.60895e-06 0 4.66989e-06 0 3.4166e-06 5.1659e-06 4.14814e-06 2.58263e-06 9.64317e-35 4.63775e-06 0 2.65104e-06 1.08283e-34 4.40191e-06 3.59156e-06 5.1796e-06 3.38806e-06 0 2.69577e-06 1.15594e-06 2.67936e-06 0 9.85484e-06 0 1.69214e-06 2.55616e-06 1.57212e-06 2.46865e-06 4.15725e-06 0 3.31116e-06 2.80271e-06 1.53562e-06 3.89467e-06 3.41004e-06 1.27749e-35 Variance: 3.55896e-08 Variances/cluster: 3.84987e-08 3.45219e-08 2.46116e-08 1.10403e-07 2.13416e-08 5.45651e-08 0 0 2.6193e-08 2.70334e-08 2.88614e-08 4.14838e-08 2.3533e-08 3.70516e-08 2.46179e-08 2.48948e-08 2.62303e-08 1.48415e-07 0 3.9466e-08 2.67973e-31 3.93679e-08 4.13906e-08 2.33267e-08 3.08794e-08 3.96439e-08 1.75159e-06 3.66954e-08 7.51328e-08 0 3.7873e-08 3.42778e-07 2.75423e-08 2.93262e-08 3.94926e-08 3.27573e-08 3.95716e-08 4.6523e-08 1.80542e-08 0 1.04322e-07 0 4.28288e-08 0 2.75508e-08 2.98508e-08 4.23244e-08 2.83774e-08 6.86694e-32 3.01126e-08 0 2.54877e-08 0 3.54963e-08 2.20322e-08 3.92268e-08 2.27367e-08 0 3.96317e-08 2.31098e-07 2.01438e-08 0 8.95767e-07 0 2.16919e-08 1.111e-07 2.15339e-08 2.35081e-08 3.07844e-08 0 1.92493e-08 1.9875e-08 1.9193e-08 3.70889e-08 3.07184e-08 0 -------------------------------------------------------------- Initialization seed trial #86 of 1000; initialization seed = 493576311 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 75 BIC score: 594334 Distortion: 0.00411803 Distortions/cluster: 0.00391362 1.824e-06 4.81569e-35 0 1.91287e-06 9.64317e-35 1.63256e-06 1.8519e-06 2.12036e-06 2.76232e-06 2.50741e-06 2.26656e-06 3.76584e-06 2.37044e-35 2.05888e-06 2.32445e-06 3.51958e-06 7.04852e-06 1.44811e-06 7.29735e-06 9.85484e-06 2.27946e-06 4.14875e-06 2.97813e-06 1.5729e-06 2.09372e-06 2.34149e-06 3.20312e-06 0 4.29595e-06 3.08549e-06 1.50843e-06 2.40374e-06 5.25522e-06 3.30146e-06 0 2.16838e-06 2.07429e-06 4.06002e-06 6.00766e-06 1.06862e-06 5.53499e-06 2.98213e-06 3.17252e-06 3.17167e-06 2.95416e-06 2.3468e-06 4.1039e-06 5.19904e-06 2.77149e-06 5.04768e-06 2.17334e-06 2.37642e-06 3.39929e-06 4.06842e-06 0 5.9104e-06 1.83808e-06 2.25186e-06 1.20496e-06 1.82903e-06 1.47958e-06 1.68137e-06 1.75396e-06 1.41661e-06 2.36224e-06 3.00773e-06 5.98355e-06 1.2273e-06 0 1.91248e-06 5.17138e-06 1.97633e-06 2.22308e-06 2.22695e-06 1.60994e-06 Variance: 7.0466e-07 Variances/cluster: 0.00391989 2.76339e-08 2.67973e-31 0 2.36136e-08 6.86694e-32 3.08001e-08 3.36679e-08 2.90435e-08 2.28268e-08 1.97416e-08 1.65427e-08 3.96275e-08 0 3.61176e-08 1.98653e-08 1.06645e-07 3.0503e-08 3.01662e-08 4.53101e-08 8.95767e-07 2.84907e-08 3.84028e-08 4.19316e-08 3.2098e-08 1.61041e-07 3.71632e-08 3.55787e-08 0 4.01359e-08 2.46818e-08 3.42798e-08 2.22542e-08 1.75159e-06 3.75043e-08 0 1.98917e-08 2.92128e-08 5.41289e-08 8.58146e-08 2.48494e-08 3.29356e-08 2.6863e-08 2.11483e-08 2.88308e-08 4.10174e-08 2.05836e-08 5.86094e-08 1.33264e-07 1.95152e-08 4.0048e-08 2.01218e-08 3.60042e-08 2.22157e-08 2.49575e-08 0 3.93959e-07 3.53445e-08 2.01037e-08 2.00807e-08 2.15162e-08 2.42532e-08 2.30298e-08 2.47013e-08 2.11416e-08 3.57887e-08 2.27838e-08 3.37944e-08 2.50448e-08 0 1.78721e-08 3.71922e-08 3.46696e-08 1.30756e-07 3.18108e-08 2.59637e-08 -------------------------------------------------------------- Initialization seed trial #87 of 1000; initialization seed = 493576312 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498896 Distortion: 0.0358283 Distortions/cluster: 1.89474e-06 3.5359e-06 1.27749e-35 1.08283e-34 1.78695e-06 6.53976e-06 1.73183e-06 3.74476e-06 0 2.4617e-06 5.25522e-06 2.43313e-06 1.76707e-06 4.6805e-06 2.40228e-06 3.24232e-06 2.37044e-35 9.85484e-06 7.89415e-06 3.20468e-06 1.92363e-06 0 2.8858e-06 2.20448e-06 2.6351e-06 0.0356196 3.69145e-06 3.15049e-06 2.67477e-06 3.56702e-06 0 4.94161e-06 6.45786e-06 1.96618e-06 3.83763e-06 2.0513e-06 5.13183e-06 5.14561e-06 2.27324e-06 2.04093e-06 3.81474e-06 1.77728e-06 2.18518e-06 4.8249e-06 0 2.7268e-06 3.6728e-06 0 4.79701e-06 4.1155e-06 1.88009e-06 3.59564e-06 2.18144e-06 2.1776e-06 3.61678e-06 2.78972e-06 0 4.74871e-06 1.71524e-06 2.53746e-06 4.81569e-35 3.22505e-06 0 4.79807e-06 3.72888e-06 2.96081e-06 4.1889e-06 1.82573e-06 3.2216e-06 4.09533e-06 7.60156e-07 0 4.27414e-06 3.51383e-06 0 0 Variance: 6.13079e-06 Variances/cluster: 3.44469e-08 2.52542e-08 0 0 3.57367e-08 4.24523e-08 2.58455e-08 2.20256e-08 0 2.82929e-08 1.75159e-06 2.82896e-08 2.71834e-08 3.41532e-08 3.75323e-08 2.2831e-08 0 8.95767e-07 9.07286e-08 3.05181e-08 3.84696e-08 0 3.69853e-08 2.90038e-08 3.60853e-08 0.035575 3.48146e-08 5.33933e-08 3.22161e-08 2.28635e-08 0 3.20779e-08 4.0355e-07 1.03449e-07 2.18028e-08 2.15907e-08 2.39784e-08 2.76555e-08 3.3926e-08 9.71532e-08 2.14293e-08 2.43443e-08 3.16665e-08 4.72883e-08 0 3.45134e-08 3.01023e-08 0 2.85511e-08 3.99432e-08 3.13319e-08 2.10247e-08 3.20764e-08 2.47425e-08 3.51028e-08 3.76865e-08 0 3.04304e-08 1.75009e-08 3.67726e-08 2.67973e-31 4.47788e-08 0 4.24466e-08 2.15524e-08 3.70072e-08 3.4053e-08 2.34047e-08 2.59778e-08 5.38812e-08 8.44304e-08 0 1.64378e-07 2.40645e-08 0 0 -------------------------------------------------------------- Initialization seed trial #88 of 1000; initialization seed = 493576313 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 726437 Distortion: 0.000212815 Distortions/cluster: 2.36007e-06 2.94101e-06 2.30983e-06 2.94493e-06 9.64317e-35 4.9076e-06 1.66042e-06 2.59021e-06 2.37044e-35 5.9104e-06 4.12761e-06 2.02763e-06 4.26551e-06 3.21071e-06 5.25522e-06 4.81569e-35 3.17997e-06 6.52526e-06 5.36835e-06 3.51958e-06 5.04056e-06 5.54628e-06 0 1.08283e-34 0 5.79501e-06 2.91946e-06 1.91185e-06 3.92871e-06 4.14107e-06 1.78111e-06 0 5.38836e-06 2.75887e-06 1.68107e-06 3.80227e-06 0 4.73591e-06 1.93785e-06 2.43611e-06 2.37603e-06 2.27329e-06 9.85484e-06 0 1.90031e-06 4.79651e-06 1.90159e-06 5.3908e-06 2.55211e-06 2.38247e-06 2.29935e-06 3.33286e-06 2.1211e-06 8.74207e-06 3.98061e-06 2.91164e-06 2.19521e-06 0 1.27749e-35 2.27958e-06 3.77886e-06 3.06577e-06 2.83661e-06 0 2.8795e-06 0 0 3.5765e-06 3.47225e-06 0 2.14197e-06 5.91696e-06 2.4105e-06 0 0 4.53669e-06 Variance: 3.64159e-08 Variances/cluster: 2.22628e-08 3.2675e-08 2.04386e-08 3.27108e-08 6.86694e-32 4.26609e-08 2.67784e-08 2.37613e-08 0 3.93959e-07 4.38975e-08 1.64834e-08 4.53739e-08 4.33841e-08 1.75159e-06 2.67973e-31 3.41902e-08 3.07694e-08 5.59034e-08 1.06645e-07 4.0967e-08 1.38611e-07 0 0 0 3.27295e-08 2.67809e-08 2.0123e-08 3.57124e-08 4.60078e-08 1.48415e-07 0 4.80954e-08 3.58267e-08 2.2715e-08 3.96038e-08 0 2.60192e-08 2.3922e-08 1.93325e-08 2.61072e-08 1.99393e-08 8.95767e-07 0 2.56775e-08 3.35393e-08 2.18555e-08 7.92686e-08 2.05793e-08 5.06864e-08 1.93206e-08 4.01514e-08 2.75443e-08 4.08373e-08 4.01949e-08 1.95389e-08 2.07077e-08 0 0 2.4509e-08 3.97644e-08 3.29623e-08 2.53247e-08 0 2.50362e-08 0 0 3.84546e-08 2.71243e-08 0 2.16341e-08 3.52087e-08 2.07783e-08 0 0 4.08576e-08 -------------------------------------------------------------- Initialization seed trial #89 of 1000; initialization seed = 493576314 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 594743 Distortion: 0.00412613 Distortions/cluster: 4.79658e-06 1.67411e-06 5.25522e-06 2.65833e-06 3.20166e-06 0 4.95382e-06 3.61062e-06 1.9504e-06 1.93276e-06 2.62452e-06 2.40663e-06 1.99525e-06 2.60973e-06 3.02834e-06 3.61094e-06 2.33698e-06 2.02668e-06 1.6979e-06 3.36949e-06 2.37044e-35 7.71137e-06 3.135e-06 3.32598e-06 4.81569e-35 2.09372e-06 3.75087e-06 4.05996e-06 3.60801e-06 0 1.33966e-06 3.28447e-06 2.1984e-06 2.73462e-06 2.61384e-06 6.45786e-06 7.02699e-06 3.0426e-06 4.93554e-06 2.74166e-06 8.72249e-07 9.64317e-35 5.55955e-06 0.00391362 3.6949e-06 3.01842e-06 3.06351e-06 0 4.16958e-06 5.41163e-06 1.8184e-06 0 2.40941e-06 6.52311e-06 2.50518e-06 1.67246e-06 9.85484e-06 2.06707e-06 3.56291e-06 6.62608e-06 5.5155e-06 3.622e-06 0 0 0 5.42785e-06 4.89942e-06 2.93303e-06 0 0 0 0 2.35792e-06 3.01587e-06 0 2.10367e-06 Variance: 7.06045e-07 Variances/cluster: 4.16957e-08 1.90222e-08 1.75159e-06 2.50765e-08 4.70795e-08 0 4.09284e-08 4.62859e-08 1.98997e-08 1.99236e-08 1.91548e-08 2.40635e-08 2.62509e-08 2.30927e-08 3.83207e-08 2.25664e-08 1.98031e-08 9.21139e-08 2.17661e-08 2.23125e-08 0 9.40316e-08 2.84976e-08 4.15721e-08 2.67973e-31 1.61041e-07 3.57197e-08 3.86536e-08 3.37168e-08 0 2.62656e-08 4.05455e-08 2.05435e-08 2.24123e-08 2.07429e-08 4.0355e-07 4.56147e-08 2.81695e-08 5.03582e-08 3.86115e-08 3.11483e-08 6.86694e-32 3.2886e-08 0.00391989 2.09919e-08 4.13454e-08 2.75967e-08 0 5.87088e-08 3.18228e-08 1.85535e-08 0 2.53592e-08 2.99127e-08 2.21678e-08 2.20041e-08 8.95767e-07 1.6804e-08 3.71016e-08 4.66476e-08 1.37842e-07 4.21125e-08 0 0 0 3.82121e-08 4.01463e-08 2.74091e-08 0 0 0 0 2.8406e-08 3.27783e-08 0 3.09336e-08 -------------------------------------------------------------- Initialization seed trial #90 of 1000; initialization seed = 493576315 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 498597 Distortion: 0.0361002 Distortions/cluster: 2.07603e-06 2.82138e-06 0.0356196 9.32289e-06 2.10491e-06 3.64693e-06 3.40084e-06 2.05226e-06 2.24109e-06 2.25161e-06 1.74299e-06 1.92871e-06 3.11861e-06 5.01906e-06 3.25455e-06 2.22904e-06 2.80671e-06 2.49349e-06 2.21828e-06 2.953e-06 1.98361e-06 1.79118e-06 3.21421e-06 1.08283e-34 2.33722e-06 5.24616e-06 2.07212e-06 1.62719e-06 3.22796e-06 2.37044e-35 3.63386e-06 1.74342e-06 6.45786e-06 0 1.15985e-06 4.56695e-06 2.23432e-06 2.80955e-06 6.31857e-06 2.01325e-06 0 5.1641e-06 7.83606e-06 6.29232e-06 4.58229e-06 6.01068e-06 2.37781e-06 0 5.40613e-06 0 4.49983e-06 2.15251e-06 2.22009e-06 0 1.27749e-35 5.25522e-06 4.9199e-06 0 0 2.82659e-06 0 3.3767e-06 3.67319e-06 2.45731e-06 2.64631e-06 0.000272435 2.60606e-06 0 0 0 1.92022e-06 3.62039e-06 8.35933e-06 0 9.85484e-06 0 Variance: 6.1773e-06 Variances/cluster: 4.71789e-08 3.20583e-08 0.035575 3.57081e-08 2.31288e-08 4.8611e-08 3.54223e-08 3.60023e-08 2.26352e-08 2.36984e-08 2.23434e-08 3.70872e-08 2.94183e-08 4.18118e-08 2.11316e-08 2.32166e-08 2.0788e-08 2.51847e-08 2.19611e-08 3.24477e-08 2.25391e-08 2.84289e-08 3.38311e-08 0 1.84017e-08 3.71948e-08 3.28888e-08 1.96025e-08 2.85635e-08 0 2.55884e-08 2.81172e-08 4.0355e-07 0 1.61072e-08 1.69132e-07 2.45508e-08 2.30271e-08 5.44657e-08 1.99314e-08 0 4.06489e-08 4.23435e-08 4.49307e-08 1.23805e-07 4.73141e-08 2.47665e-08 0 4.18944e-08 0 8.03271e-08 2.5931e-08 1.89735e-08 0 0 1.75159e-06 3.01808e-08 0 0 3.81938e-08 0 3.92604e-08 4.3714e-08 2.34002e-08 3.43649e-08 3.16754e-06 2.74298e-08 0 0 0 1.82862e-08 2.51394e-08 3.14158e-08 0 8.95767e-07 0 -------------------------------------------------------------- Initialization seed trial #91 of 1000; initialization seed = 493576316 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 727118 Distortion: 0.000212056 Distortions/cluster: 2.23239e-06 2.66919e-06 6.26247e-06 0 4.81569e-35 3.79092e-06 3.78474e-06 2.56163e-06 4.29595e-06 4.99706e-06 3.2742e-06 3.17158e-06 3.66937e-06 2.37044e-35 3.2076e-06 2.03979e-06 5.25522e-06 8.00262e-06 2.50236e-06 4.01669e-06 3.56621e-06 4.14947e-06 2.4608e-06 3.45938e-06 0 0 3.08002e-06 4.79965e-06 2.73666e-06 2.71004e-06 0 0 3.73575e-06 3.49013e-06 0 9.64317e-35 1.27749e-35 3.22629e-06 3.026e-06 5.51614e-06 4.99647e-06 3.03613e-06 3.36396e-06 0 4.59084e-06 0 5.76308e-06 0 4.31811e-06 3.85392e-06 0 2.56487e-06 4.27414e-06 0 2.80042e-06 3.21764e-06 5.72716e-06 3.50402e-06 2.63723e-06 2.98209e-06 3.01141e-06 2.86501e-06 0 0 4.99164e-06 0 4.73265e-06 2.77526e-06 4.3661e-06 1.08283e-34 2.85499e-06 2.53454e-06 3.593e-06 0 1.15594e-06 9.85484e-06 Variance: 3.62861e-08 Variances/cluster: 3.78246e-08 2.59123e-08 5.44515e-08 0 2.67973e-31 4.07601e-08 3.63886e-08 2.64055e-08 4.01359e-08 2.33481e-08 2.38969e-08 4.01334e-08 2.93524e-08 0 3.0832e-08 3.34281e-08 1.75159e-06 9.09302e-08 3.12693e-08 3.55344e-08 2.40939e-08 3.4001e-08 1.11816e-07 2.17552e-08 0 0 3.11086e-08 3.42778e-07 4.14507e-08 3.66102e-08 0 0 3.55753e-08 4.10568e-08 0 6.86694e-32 0 2.85487e-08 3.47703e-08 3.42587e-08 2.82253e-08 2.63986e-08 2.66893e-08 0 2.37839e-08 0 2.77047e-08 0 2.45326e-08 3.93223e-08 0 3.94478e-08 1.64378e-07 0 2.43435e-08 3.49639e-08 2.90694e-08 1.95738e-08 3.21582e-08 3.72733e-08 3.86048e-08 2.06097e-08 0 0 3.67002e-08 0 2.68877e-08 3.55696e-08 2.79786e-08 0 1.0977e-07 3.05339e-08 3.45371e-08 0 2.31098e-07 8.95767e-07 -------------------------------------------------------------- Initialization seed trial #92 of 1000; initialization seed = 493576317 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 24 BIC score: 722042 Distortion: 0.000234176 Distortions/cluster: 2.4847e-06 2.7832e-06 2.05578e-06 2.14011e-06 1.78971e-06 2.93292e-06 1.08283e-34 1.70113e-06 2.18232e-06 8.55988e-06 9.63834e-06 2.68463e-06 1.76667e-06 2.34268e-06 1.27749e-35 2.60277e-06 1.66404e-06 1.77018e-06 6.52664e-06 2.51792e-06 4.67912e-06 1.70748e-06 2.96347e-06 3.41829e-06 2.94859e-06 3.59845e-06 2.05285e-06 1.26718e-06 2.23295e-06 3.30442e-06 1.72312e-06 2.93592e-06 3.58746e-06 6.15061e-06 2.45348e-05 9.64317e-35 2.39707e-06 2.37044e-35 1.36232e-06 0 1.29251e-06 1.07317e-05 2.44727e-06 7.15669e-06 0 0 1.78169e-06 1.63893e-06 1.94185e-06 2.52821e-06 8.15112e-06 2.20881e-06 5.51907e-06 3.07658e-06 0 4.56695e-06 1.91872e-06 3.7007e-06 6.28374e-06 3.33398e-06 1.19335e-06 2.54403e-06 2.01094e-06 1.36391e-06 6.48098e-06 4.81569e-35 0 3.35976e-06 1.59192e-05 1.56951e-06 0 0 0 1.22738e-06 0 1.22086e-06 Variance: 4.00712e-08 Variances/cluster: 2.50951e-08 2.35844e-08 2.5695e-08 3.34362e-08 2.10536e-08 1.92938e-08 0 3.27115e-08 2.53735e-08 9.61687e-08 4.58822e-08 4.8807e-08 2.59782e-08 2.57415e-08 0 4.00306e-08 1.7701e-08 1.94503e-08 4.46885e-08 3.59675e-08 2.8185e-08 2.40466e-08 2.27938e-08 4.49629e-08 3.77991e-08 4.28351e-08 3.60121e-08 2.4366e-08 3.23587e-08 2.42951e-08 1.62544e-08 3.66957e-08 3.0144e-08 4.24041e-08 2.72576e-06 6.86694e-32 2.15932e-08 0 1.76905e-08 0 2.22827e-08 3.5524e-08 2.78074e-08 4.8016e-08 0 0 2.58194e-08 3.03479e-08 1.92246e-08 2.10659e-08 3.22073e-08 3.1107e-08 1.37931e-07 3.7517e-08 0 1.69132e-07 2.041e-08 3.85362e-08 4.55193e-08 2.43335e-08 2.25139e-08 2.51854e-08 1.86176e-08 2.27299e-08 5.14209e-08 2.67973e-31 0 5.24917e-08 7.5794e-07 2.7058e-08 0 0 0 1.75325e-08 0 3.93798e-08 -------------------------------------------------------------- Initialization seed trial #93 of 1000; initialization seed = 493576318 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 723340 Distortion: 0.000228142 Distortions/cluster: 2.43487e-06 2.53302e-06 2.00348e-06 1.08283e-34 1.81196e-06 2.49983e-06 2.32316e-06 2.59836e-06 3.8968e-06 1.42826e-05 0 2.45327e-06 2.45348e-05 2.77613e-06 2.37383e-06 4.31551e-06 1.98649e-06 2.37044e-35 1.74487e-06 9.64317e-35 2.14885e-06 5.35567e-06 5.60614e-06 1.94951e-06 4.81569e-35 4.35567e-06 2.29852e-06 2.85499e-06 4.37106e-06 4.38372e-06 2.82263e-06 1.27749e-35 0 3.96391e-06 3.28862e-06 4.77031e-06 2.33021e-06 2.58219e-06 2.8452e-06 4.14596e-06 2.03242e-06 3.92065e-06 3.25632e-06 2.74664e-06 7.17677e-06 6.26764e-06 4.2338e-06 0 3.8497e-06 2.5137e-06 4.72112e-06 0 3.90721e-06 2.42919e-06 1.95638e-06 2.04298e-06 3.08752e-06 2.68593e-06 2.08378e-06 2.85639e-06 0 0 4.27414e-06 0 2.75265e-06 1.73987e-06 3.56117e-06 0 0 1.58875e-06 0 8.00262e-06 2.67789e-06 3.10853e-06 4.02624e-06 0 Variance: 3.90387e-08 Variances/cluster: 4.34758e-08 2.30247e-08 2.86185e-08 0 1.96935e-08 3.676e-08 2.97811e-08 1.95342e-08 3.57391e-08 7.14025e-07 0 4.08755e-08 2.72576e-06 2.43492e-08 2.8598e-08 3.0815e-08 3.30972e-08 0 4.84644e-08 6.86694e-32 3.35728e-08 2.81852e-08 4.3784e-08 3.48011e-08 2.67973e-31 5.73061e-08 2.32151e-08 1.0977e-07 3.79979e-08 3.00229e-08 3.40045e-08 0 0 2.37339e-08 2.80985e-08 2.83853e-08 3.52945e-08 3.5861e-08 4.00698e-08 3.54241e-08 2.44848e-08 3.84252e-08 3.65759e-08 3.52021e-08 3.36908e-08 2.83579e-08 2.35191e-08 0 2.78873e-08 1.97906e-08 2.89614e-08 0 2.07812e-08 3.62537e-08 2.47619e-08 2.32137e-08 2.32124e-08 2.27601e-08 3.59249e-08 2.6445e-08 0 0 1.64378e-07 0 1.14655e-07 2.28904e-08 4.28913e-08 0 0 2.14676e-08 0 9.09302e-08 4.05608e-08 3.53211e-08 4.1504e-08 0 -------------------------------------------------------------- Initialization seed trial #94 of 1000; initialization seed = 493576319 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 494480 Distortion: 0.0397468 Distortions/cluster: 2.69881e-06 7.011e-06 5.63668e-06 2.54662e-06 2.22308e-06 2.81384e-06 9.85484e-06 1.16914e-06 3.56475e-06 2.77307e-06 1.73868e-06 2.40678e-06 4.29402e-06 2.38439e-06 5.9104e-06 1.09192e-05 2.73471e-06 4.56695e-06 1.79459e-06 4.81569e-35 6.66955e-06 2.37044e-35 2.36605e-06 2.93643e-06 2.37357e-06 0 3.67261e-06 2.56666e-06 5.55637e-06 2.86233e-06 2.55096e-06 3.36162e-06 0.00391362 6.6235e-06 5.25522e-06 1.76803e-06 2.31007e-06 0 5.54074e-06 0 1.88183e-06 0 0 0.0356196 5.77898e-06 2.28093e-06 3.05392e-06 0 3.00433e-06 2.5335e-06 5.63729e-06 1.87055e-06 2.48303e-06 0 3.22983e-06 2.26247e-06 3.51127e-06 1.97859e-06 0 6.24267e-06 2.94516e-06 2.27809e-06 0 0 0 0 3.11928e-06 0 1.96908e-06 5.5728e-06 1.88794e-06 8.29035e-06 1.97391e-06 4.25017e-06 0 2.14496e-06 Variance: 6.8013e-06 Variances/cluster: 3.80081e-08 4.80051e-08 4.3014e-08 2.27356e-08 1.30756e-07 2.32528e-08 8.95767e-07 1.98141e-08 2.54602e-08 2.8586e-08 3.34332e-08 2.35937e-08 5.05025e-08 4.04107e-08 3.93959e-07 4.24731e-08 1.95319e-08 1.69132e-07 2.01616e-08 2.67973e-31 4.93893e-08 0 3.03313e-08 3.29909e-08 2.96666e-08 0 4.83196e-08 2.12102e-08 3.88432e-08 3.49034e-08 2.31879e-08 1.95426e-08 0.00391989 3.89494e-08 1.75159e-06 1.94266e-08 5.77469e-08 0 1.38473e-07 0 2.32304e-08 0 0 0.035575 2.97788e-08 2.21426e-08 2.75104e-08 0 2.73088e-08 1.89045e-08 4.20555e-08 1.88927e-08 3.44839e-08 0 2.93595e-08 2.90034e-08 2.52587e-08 3.24339e-08 0 4.4576e-08 2.16537e-08 2.12887e-08 0 0 0 0 2.12177e-08 0 2.28935e-08 3.23894e-08 2.7761e-08 9.41992e-08 3.03652e-08 2.23674e-08 0 3.06396e-08 -------------------------------------------------------------- Initialization seed trial #95 of 1000; initialization seed = 493576320 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 65 BIC score: 595319 Distortion: 0.00412703 Distortions/cluster: 9.05791e-06 1.51328e-06 2.7483e-06 2.22308e-06 2.08237e-06 2.06272e-06 9.85484e-06 2.59657e-06 4.81569e-35 4.88554e-06 3.00952e-06 3.2851e-06 3.91135e-06 2.93751e-06 4.03675e-06 1.69465e-06 5.25522e-06 5.85028e-06 2.37044e-35 0 2.02278e-06 2.608e-06 2.68225e-06 4.07348e-06 1.0225e-05 9.64317e-35 4.17844e-06 1.76055e-06 0 3.85697e-06 4.56973e-06 6.51523e-06 5.69212e-06 5.9104e-06 1.65589e-06 3.6178e-06 3.18545e-06 5.16085e-06 3.699e-06 2.94218e-06 2.29132e-06 0 1.901e-06 0.00391362 2.79584e-06 0 0 5.10154e-06 2.17811e-06 0 0 2.01771e-06 0 4.69888e-06 1.88734e-06 1.73623e-06 0 2.13162e-06 3.42709e-06 2.23298e-06 4.90237e-06 0 3.41288e-06 3.22407e-06 0 5.24573e-06 2.26211e-06 4.65327e-06 0 3.0144e-06 2.76486e-06 0 5.12898e-06 0 5.04178e-06 0 Variance: 7.062e-07 Variances/cluster: 3.1224e-08 2.48057e-08 3.98274e-08 1.30756e-07 2.08215e-08 3.5561e-08 8.95767e-07 2.85313e-08 2.67973e-31 4.06996e-08 2.73568e-08 5.47469e-08 2.34192e-08 2.7451e-08 3.95629e-08 2.9728e-08 1.75159e-06 4.11858e-08 0 0 3.61189e-08 1.99067e-08 3.27075e-08 4.07225e-08 4.66739e-08 6.86694e-32 1.16056e-07 2.7943e-08 0 2.33735e-08 2.2733e-08 3.5206e-08 3.89746e-08 3.93959e-07 2.06965e-08 2.20578e-08 2.30809e-08 4.69022e-08 2.51608e-08 2.08641e-08 3.6367e-08 0 2.2102e-08 0.00391989 2.16706e-08 0 0 5.42552e-08 1.91045e-08 0 0 3.41962e-08 0 3.50631e-08 3.31084e-08 3.85797e-08 0 2.36825e-08 2.71962e-08 1.59484e-07 2.76946e-08 0 4.31867e-08 1.90757e-08 0 7.82868e-08 2.66107e-08 3.90903e-08 0 2.87061e-08 2.60805e-08 0 3.26657e-08 0 1.32634e-07 0 -------------------------------------------------------------- Initialization seed trial #96 of 1000; initialization seed = 493576321 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 78 BIC score: 594854 Distortion: 0.00412529 Distortions/cluster: 5.5337e-06 3.08536e-06 1.63735e-06 2.25287e-06 1.7027e-06 1.65008e-06 0 5.43608e-06 4.81569e-35 3.53545e-06 4.33418e-06 1.36068e-06 3.01719e-06 9.64317e-35 2.37044e-35 1.76598e-06 1.84156e-06 2.47767e-06 3.82235e-06 0 2.6047e-06 2.762e-06 5.58964e-06 3.75023e-06 2.50546e-06 2.0228e-06 3.09983e-06 3.70491e-06 5.4107e-06 1.52153e-06 3.81704e-06 9.52566e-06 3.59164e-06 8.31374e-06 1.5305e-06 2.28136e-06 3.05751e-06 1.94017e-06 4.61278e-06 2.42685e-06 1.85312e-06 4.56695e-06 0 2.38369e-06 4.80738e-06 2.88984e-06 0 2.49088e-06 2.31713e-06 3.62485e-06 1.80196e-06 1.72369e-06 3.47293e-06 5.31272e-06 1.83278e-06 0 0.00391362 2.24927e-06 3.51144e-06 0 8.29035e-06 0 1.85028e-06 2.4919e-06 2.56589e-06 5.26232e-06 0 2.15772e-06 0 0 2.15058e-06 9.85484e-06 0 9.42531e-06 0 5.25522e-06 Variance: 7.05901e-07 Variances/cluster: 4.09771e-08 2.23557e-08 1.70542e-08 1.4079e-07 2.05127e-08 1.85382e-08 0 4.05545e-08 2.67973e-31 3.64361e-08 4.20757e-08 2.30598e-08 2.32071e-08 6.86694e-32 0 2.71664e-08 2.33081e-08 2.72247e-08 4.15437e-08 0 2.43405e-08 1.90466e-08 3.99189e-07 6.35421e-08 1.88358e-08 2.4078e-08 3.13086e-08 3.27841e-08 4.29282e-08 2.45385e-08 3.70555e-08 4.57813e-08 2.62139e-08 3.59785e-08 3.12313e-08 2.03675e-08 2.42638e-08 4.97435e-08 4.15429e-08 2.82168e-08 2.3162e-08 1.69132e-07 0 2.14728e-08 4.07279e-08 4.06988e-08 0 1.97672e-08 1.91482e-08 3.89745e-08 2.50251e-08 1.91499e-08 2.75606e-08 4.35339e-08 1.62178e-08 0 0.00391989 2.47144e-08 4.87553e-08 0 9.41992e-08 0 2.03304e-08 3.36717e-08 3.56341e-08 1.34887e-07 0 1.87612e-08 0 0 2.59083e-08 8.95767e-07 0 3.20484e-08 0 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #97 of 1000; initialization seed = 493576322 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 726389 Distortion: 0.0002124 Distortions/cluster: 1.27749e-35 2.847e-06 3.86709e-06 9.64317e-35 5.18454e-06 2.37707e-06 3.4162e-06 9.85484e-06 3.39788e-06 4.81569e-35 0 2.37044e-35 2.05051e-06 8.73382e-06 2.71335e-06 3.27105e-06 2.69955e-06 0 3.38679e-06 2.59901e-06 3.03785e-06 6.45786e-06 0 2.79386e-06 0 3.33039e-06 3.41138e-06 4.0401e-06 2.66074e-06 0 2.46115e-06 1.8877e-06 2.4959e-06 4.43967e-06 1.88888e-06 0 5.75726e-06 2.50479e-06 0 4.54275e-06 3.32675e-06 5.25522e-06 3.11385e-06 8.16378e-06 2.65189e-06 0 2.72899e-06 3.95011e-06 2.11277e-06 4.23076e-06 3.88559e-06 3.87069e-06 3.04061e-06 2.91405e-06 5.72458e-06 2.12266e-06 3.12016e-06 1.08283e-34 1.87886e-06 2.3569e-06 5.52584e-06 3.00334e-06 2.42496e-06 1.70043e-06 1.92188e-06 5.79115e-06 1.77837e-06 2.53093e-06 0 2.50728e-06 1.88665e-06 4.56695e-06 2.89503e-06 0 3.3104e-06 0 Variance: 3.6345e-08 Variances/cluster: 0 2.6358e-08 4.2964e-08 6.86694e-32 1.3639e-07 2.50194e-08 2.58781e-08 8.95767e-07 2.67526e-08 2.67973e-31 0 0 3.47516e-08 4.59523e-08 3.66548e-08 2.37004e-08 3.96871e-08 0 3.45561e-08 1.92502e-08 2.21721e-08 4.0355e-07 0 2.1997e-08 0 2.13461e-08 4.21019e-08 6.11951e-08 2.31346e-08 0 2.70433e-08 2.16958e-08 1.96511e-08 3.21611e-08 3.43403e-08 0 5.43091e-08 2.60886e-08 0 2.89322e-08 3.02406e-08 1.75159e-06 3.24331e-08 9.38273e-08 3.73383e-08 0 2.03633e-08 3.94881e-08 2.34732e-08 3.99009e-08 3.84589e-08 3.86942e-08 3.61859e-08 5.20319e-08 2.89025e-08 1.96525e-08 2.41852e-08 0 2.3781e-08 2.90949e-08 3.94577e-08 3.30007e-08 2.3541e-08 2.50041e-08 2.66901e-08 3.07939e-08 3.55651e-08 2.04089e-08 0 3.68694e-08 1.96509e-08 1.69132e-07 3.7113e-08 0 3.37766e-08 0 -------------------------------------------------------------- Initialization seed trial #98 of 1000; initialization seed = 493576323 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 717611 Distortion: 0.000260807 Distortions/cluster: 1.24161e-05 3.14705e-06 9.27883e-06 2.77385e-06 1.08283e-34 2.06846e-06 1.27749e-35 1.40223e-06 1.11182e-06 3.54364e-06 3.35298e-06 2.31723e-06 2.18306e-06 2.6615e-06 9.64317e-35 4.35604e-05 3.81029e-06 3.03072e-06 1.88997e-06 5.11331e-06 3.09655e-05 3.02745e-06 2.71964e-06 3.812e-06 1.81753e-06 4.15284e-06 3.9208e-06 4.13477e-06 4.71263e-06 4.81569e-35 2.37044e-35 3.05621e-06 3.33242e-06 5.54074e-06 0 3.50375e-06 1.56098e-06 3.09452e-06 2.03449e-06 0 2.59201e-06 0 2.96068e-06 1.22594e-06 4.38786e-06 0 2.62176e-06 4.59041e-06 3.02215e-06 3.16272e-06 2.69607e-06 4.07102e-06 0 2.87806e-06 2.0305e-06 3.09576e-06 5.55784e-06 0 3.06573e-06 0 0 2.4565e-06 2.52763e-06 2.03729e-06 2.22541e-06 1.92652e-06 3.88618e-06 0 0 2.74168e-06 4.4463e-06 0 0 3.51661e-06 0 2.03681e-06 Variance: 4.46282e-08 Variances/cluster: 4.38585e-08 2.17014e-08 3.28929e-08 1.86148e-08 0 5.04461e-08 0 2.98319e-08 2.26881e-08 2.13454e-08 3.94349e-08 1.99738e-08 3.11839e-08 3.54749e-08 6.86694e-32 2.7222e-06 3.07254e-08 2.36754e-08 2.95284e-08 1.7043e-07 3.09622e-07 4.20449e-08 2.95589e-08 2.64699e-08 2.27164e-08 3.67387e-08 5.76413e-08 3.15528e-08 2.82169e-08 2.67973e-31 0 2.23061e-08 4.90018e-08 1.38473e-07 0 4.43366e-08 3.32091e-08 2.41738e-08 2.64195e-08 0 2.51621e-08 0 3.89435e-08 2.31286e-08 2.94461e-08 0 3.59112e-08 2.50817e-08 3.59661e-08 2.29163e-08 3.90614e-08 2.54417e-08 0 3.83615e-08 2.90047e-08 3.86947e-08 3.99718e-08 0 3.64851e-08 0 0 3.41151e-08 2.90508e-08 2.07868e-08 3.70787e-08 2.0938e-08 9.25193e-08 0 0 2.1088e-08 3.10898e-08 0 0 4.08873e-08 0 2.09955e-08 -------------------------------------------------------------- Initialization seed trial #99 of 1000; initialization seed = 493576324 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498700 Distortion: 0.0358321 Distortions/cluster: 2.78262e-06 2.39728e-06 3.75549e-06 3.92393e-06 6.45786e-06 5.18454e-06 0 9.85484e-06 4.56695e-06 3.91243e-06 5.80387e-06 3.67703e-06 3.05499e-06 3.86806e-06 2.22741e-06 1.9592e-06 4.81569e-35 5.25522e-06 5.81016e-06 2.91342e-06 3.26226e-06 2.90166e-06 4.69121e-06 1.93937e-06 3.74756e-06 2.37044e-35 0 4.15198e-06 1.50547e-06 3.89203e-06 0 0 2.91195e-06 2.28035e-06 3.6622e-06 2.38885e-06 2.17413e-06 4.43225e-06 3.23401e-06 0.0356196 6.14827e-06 2.02618e-06 2.60263e-06 0 1.08283e-34 2.18918e-06 4.69642e-06 0 0 2.68582e-06 3.00084e-06 4.01152e-06 3.04264e-06 0 1.83783e-06 2.82452e-06 8.29035e-06 0 3.37514e-06 3.7905e-06 2.21356e-06 4.30857e-06 3.01279e-06 1.90914e-06 2.65236e-06 0 3.35216e-06 4.6119e-06 0 0 3.96772e-06 3.23771e-06 1.76657e-06 3.35682e-06 3.08725e-06 1.27749e-35 Variance: 6.13144e-06 Variances/cluster: 2.6248e-08 2.75525e-08 2.80169e-08 4.40851e-08 4.0355e-07 1.3639e-07 0 8.95767e-07 1.69132e-07 3.72492e-08 5.42371e-08 3.34165e-08 2.22972e-08 4.3447e-08 2.65144e-08 1.95897e-08 2.67973e-31 1.75159e-06 4.50255e-08 3.88432e-08 3.62361e-08 3.71978e-08 2.54935e-08 1.70106e-08 3.90242e-08 0 0 3.7742e-08 2.12016e-08 3.44398e-08 0 0 2.64694e-08 2.30318e-08 3.02634e-08 2.56835e-08 2.36298e-08 4.06495e-08 2.86171e-08 0.035575 4.91714e-08 3.06897e-08 2.65486e-08 0 0 2.91864e-08 2.47159e-08 0 0 3.01677e-08 5.35686e-08 4.05174e-08 4.11034e-08 0 1.95491e-08 2.59106e-08 9.41992e-08 0 3.34142e-08 2.76654e-08 1.85991e-08 4.26554e-08 2.44917e-08 1.80092e-08 2.22868e-08 0 2.74676e-08 3.09496e-08 0 0 2.75446e-08 4.75991e-08 2.1282e-08 2.1655e-08 2.46958e-08 0 -------------------------------------------------------------- Initialization seed trial #100 of 1000; initialization seed = 493576325 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 498682 Distortion: 0.0358272 Distortions/cluster: 1.7265e-06 0.0356196 3.3969e-06 2.55005e-06 2.46383e-06 1.9146e-06 5.12579e-06 1.63067e-06 4.08655e-06 2.81545e-06 2.60895e-06 1.08283e-34 3.30043e-06 5.2306e-06 3.36961e-06 4.81569e-35 3.21588e-06 2.08221e-06 2.90254e-06 2.77431e-06 5.58866e-06 3.04784e-06 2.37044e-35 0 6.04679e-06 5.25522e-06 2.63858e-06 1.78111e-06 6.26515e-06 2.73455e-06 7.42363e-06 3.18841e-06 2.78336e-06 3.40055e-06 0 1.86679e-06 3.6541e-06 5.03438e-06 2.18741e-06 4.58059e-06 2.61924e-06 4.64773e-06 1.81849e-06 2.37239e-06 3.26338e-06 2.17785e-06 2.37465e-06 4.65046e-06 2.01979e-06 2.25219e-06 2.04578e-06 4.30702e-06 0 2.40016e-06 3.10068e-06 1.86409e-06 2.47584e-06 9.85484e-06 5.96433e-06 2.09605e-06 3.45354e-06 5.9104e-06 2.10214e-06 1.70883e-06 0 0 2.49291e-06 0 0 2.55616e-06 2.36371e-06 2.33417e-06 3.75407e-06 0 0 1.27749e-35 Variance: 6.1306e-06 Variances/cluster: 2.46621e-08 0.035575 3.65226e-08 4.72189e-08 3.07953e-08 5.03799e-08 3.97229e-08 1.85281e-08 4.21257e-08 3.43318e-08 1.04322e-07 0 3.58626e-08 4.18309e-08 4.81228e-08 2.67973e-31 2.61431e-08 2.93243e-08 2.08797e-08 1.71239e-08 3.19248e-08 2.1925e-08 0 0 3.377e-08 1.75159e-06 2.23582e-08 1.48415e-07 4.12047e-08 2.05581e-08 3.15795e-08 2.31024e-08 2.53003e-08 3.95378e-08 0 2.36281e-08 4.10437e-08 7.51328e-08 2.02515e-08 4.01678e-08 3.27378e-08 4.11168e-08 2.1392e-08 3.38887e-08 2.17539e-08 2.56189e-08 3.44121e-08 3.29791e-08 2.26923e-08 2.68092e-08 2.8411e-08 3.03285e-08 0 2.8915e-08 1.98744e-08 3.15918e-08 3.30085e-08 8.95767e-07 4.48302e-08 2.05477e-08 3.79387e-08 3.93959e-07 3.50333e-08 2.37316e-08 0 0 2.37393e-08 0 0 1.111e-07 3.8122e-08 2.01204e-08 1.10403e-07 0 0 0 -------------------------------------------------------------- Initialization seed trial #101 of 1000; initialization seed = 493576326 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 595106 Distortion: 0.0041285 Distortions/cluster: 4.81569e-35 2.59693e-06 2.73789e-06 4.44494e-06 1.00005e-05 3.16561e-06 8.97481e-06 5.25522e-06 1.11081e-05 1.81672e-06 2.4682e-06 2.85449e-06 2.04205e-06 2.5691e-06 2.19926e-06 2.33342e-06 5.9104e-06 9.64317e-35 8.03977e-06 1.88403e-06 2.43632e-06 2.19657e-06 2.53627e-06 1.90985e-06 2.70004e-06 2.37044e-35 1.48576e-06 0.00391362 0 1.50521e-06 2.71498e-06 1.49877e-06 2.86264e-06 0 2.22308e-06 3.15328e-06 0 2.89863e-06 4.27511e-06 2.39151e-06 1.38937e-06 4.81449e-06 2.92247e-06 6.77875e-06 2.34624e-06 5.19904e-06 1.70936e-06 4.24369e-06 2.16957e-06 1.85813e-06 0 3.3993e-06 0 1.74802e-06 8.03217e-06 1.70578e-06 8.93023e-06 0 0 0 1.71007e-06 2.73859e-06 0 2.2575e-06 2.09289e-06 2.69439e-06 0 3.05577e-06 5.34621e-06 0 9.85484e-06 2.49263e-06 6.58333e-06 0 0 1.61707e-06 Variance: 7.06451e-07 Variances/cluster: 2.67973e-31 3.20582e-08 2.15563e-08 1.70945e-07 5.26174e-08 3.68071e-08 4.4415e-08 1.75159e-06 4.00886e-08 2.42208e-08 2.86975e-08 2.26527e-08 2.02165e-08 3.66983e-08 2.22121e-08 3.3815e-08 3.93959e-07 6.86694e-32 5.1854e-08 3.6228e-08 3.24816e-08 2.61473e-08 9.75393e-08 3.08012e-08 1.99979e-08 0 2.00755e-08 0.00391989 0 2.06174e-08 1.99613e-08 1.97185e-08 3.62328e-08 0 1.30756e-07 2.5224e-08 0 3.15042e-08 2.29825e-08 1.81159e-08 2.67157e-08 7.52184e-08 3.3207e-08 3.08024e-08 1.75077e-08 1.33264e-07 2.94691e-08 2.49607e-08 2.16938e-08 2.8584e-08 0 5.31094e-08 0 2.68903e-08 5.08201e-08 2.1867e-08 4.69861e-08 0 0 0 2.08527e-08 2.36063e-08 0 2.85732e-08 4.98269e-08 2.54158e-08 0 1.95866e-08 3.25882e-08 0 8.95767e-07 2.56943e-08 4.32973e-08 0 0 1.73859e-08 -------------------------------------------------------------- Initialization seed trial #102 of 1000; initialization seed = 493576327 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 726716 Distortion: 0.000210709 Distortions/cluster: 5.82891e-06 3.04392e-06 2.3269e-06 2.18857e-06 1.76377e-06 2.94062e-06 2.13474e-06 2.1349e-06 5.9104e-06 2.37044e-35 3.56033e-06 2.17322e-06 2.75152e-06 2.57565e-06 5.3908e-06 5.25522e-06 3.50316e-06 2.66123e-06 1.31494e-06 5.6965e-06 9.85484e-06 4.02422e-06 2.09372e-06 5.38083e-06 1.48316e-06 4.03206e-06 4.03176e-06 0 5.95386e-06 4.00316e-06 4.69574e-06 3.3539e-06 2.47442e-06 2.11094e-06 1.27749e-35 0 4.27652e-06 2.61269e-06 2.67541e-06 9.64317e-35 2.78272e-06 4.25153e-06 5.53235e-06 2.91758e-06 0 0 4.02046e-06 0 1.61158e-06 6.05292e-06 2.06529e-06 0 4.26925e-06 1.85282e-06 0 2.24245e-06 1.98602e-06 1.52367e-06 2.61432e-06 2.83797e-06 5.16822e-06 5.23915e-06 5.84922e-06 0 4.81569e-35 3.09464e-06 0 1.84721e-06 2.12254e-06 0 3.43431e-06 3.56786e-06 1.08283e-34 1.88728e-06 2.30664e-06 3.41885e-06 Variance: 3.60557e-08 Variances/cluster: 4.41439e-08 3.95283e-08 2.37418e-08 2.84201e-08 2.20447e-08 2.33358e-08 3.49934e-08 3.68065e-08 3.93959e-07 0 3.01691e-08 3.44923e-08 2.21878e-08 2.07695e-08 7.92686e-08 1.75159e-06 2.08503e-08 3.50135e-08 2.79751e-08 3.07817e-08 8.95767e-07 3.6908e-08 1.61041e-07 4.40908e-08 1.97736e-08 1.1519e-07 1.15155e-07 0 4.83908e-08 4.16959e-08 4.22901e-08 4.14026e-08 2.4992e-08 2.26955e-08 0 0 7.00835e-08 2.00958e-08 1.93848e-08 6.86694e-32 5.15272e-08 3.5724e-08 2.8508e-08 2.97687e-08 0 0 2.73477e-08 0 1.98937e-08 4.23144e-08 2.42954e-08 0 3.00552e-08 2.23211e-08 0 1.93297e-08 5.09191e-08 1.71179e-08 2.58813e-08 2.34522e-08 4.92058e-08 4.40123e-08 3.58731e-08 0 2.67973e-31 2.76282e-08 0 2.67687e-08 2.52661e-08 0 3.69248e-08 2.21587e-08 0 1.64097e-08 2.71345e-08 3.31898e-08 -------------------------------------------------------------- Initialization seed trial #103 of 1000; initialization seed = 493576328 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 594649 Distortion: 0.00412198 Distortions/cluster: 2.79379e-06 3.78371e-06 2.48243e-06 1.45871e-06 2.5901e-06 3.57825e-06 2.77869e-06 4.45223e-06 5.01589e-06 2.17097e-06 6.10329e-06 4.27414e-06 2.52874e-06 1.23667e-06 3.10052e-06 2.9908e-06 2.4608e-06 9.64317e-35 2.37044e-35 2.58415e-06 2.90858e-06 2.54965e-06 2.24863e-06 4.4785e-06 0.00391362 2.27812e-06 3.46843e-06 2.85499e-06 3.26045e-06 2.9118e-06 3.48225e-06 9.85484e-06 5.35397e-06 0 2.7931e-06 7.89415e-06 3.77096e-06 1.7737e-06 5.06672e-06 4.94644e-06 1.3145e-06 0 0 1.90859e-06 2.04477e-06 5.25522e-06 0 2.46559e-06 2.67313e-06 0 0 3.56069e-06 3.58374e-06 4.45285e-06 2.30642e-06 0 4.81569e-35 1.85704e-06 5.52017e-06 5.9104e-06 2.26691e-06 2.89493e-06 1.16049e-06 0 2.2889e-06 5.20788e-06 3.06937e-06 0 1.71382e-06 2.68945e-06 2.33767e-06 3.51729e-06 2.6586e-06 0 2.7285e-06 4.68946e-06 Variance: 7.05335e-07 Variances/cluster: 1.96729e-08 2.80183e-08 2.23616e-08 2.14496e-08 3.32035e-08 3.05731e-08 2.13727e-08 2.55853e-08 4.86829e-08 3.19236e-08 3.69777e-08 1.64378e-07 3.32698e-08 2.63092e-08 3.97371e-08 2.09122e-08 1.11816e-07 6.86694e-32 0 2.74879e-08 3.02952e-08 1.9763e-08 2.00753e-08 3.92722e-08 0.00391989 3.16379e-08 3.36711e-08 1.0977e-07 4.86592e-08 2.23965e-08 2.76344e-08 8.95767e-07 4.28178e-08 0 4.16742e-08 9.07286e-08 3.7698e-08 2.18955e-08 3.16567e-08 4.08674e-08 2.79654e-08 0 0 3.34818e-08 2.8008e-08 1.75159e-06 0 3.33159e-08 3.03737e-08 0 0 3.45668e-08 2.50585e-08 4.12165e-08 2.11574e-08 0 2.67973e-31 3.50365e-08 4.02802e-08 3.93959e-07 3.59799e-08 4.99082e-08 2.57864e-08 0 2.51506e-08 2.84559e-08 2.4952e-08 0 5.0402e-08 3.78763e-08 2.48659e-08 2.36039e-08 1.99874e-08 0 2.14824e-08 2.80713e-08 -------------------------------------------------------------- Initialization seed trial #104 of 1000; initialization seed = 493576329 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 723152 Distortion: 0.000227576 Distortions/cluster: 2.73683e-06 1.27749e-35 3.89113e-06 1.01493e-06 3.26745e-06 4.42663e-06 2.85499e-06 2.58616e-06 2.37044e-35 4.81569e-35 4.15262e-06 3.37433e-06 3.39887e-06 2.86364e-06 1.59192e-05 5.14792e-06 3.08758e-06 2.83201e-06 2.28609e-06 2.9464e-06 3.48208e-06 3.02902e-06 2.13456e-06 1.42953e-06 9.64317e-35 1.26205e-06 3.28209e-06 7.07942e-06 4.25366e-06 0 4.84531e-06 5.268e-06 5.33807e-06 3.94328e-06 2.90174e-06 3.3298e-06 5.98884e-06 1.96078e-06 1.79216e-06 1.49527e-06 1.08283e-34 2.92588e-06 3.15301e-06 1.39295e-06 2.04452e-06 0 2.45348e-05 2.06141e-06 2.55616e-06 1.36382e-06 2.57983e-06 3.51459e-06 2.17287e-06 2.27136e-06 0 3.0888e-06 3.42468e-06 2.01585e-06 2.81055e-06 1.66701e-06 0 4.27414e-06 2.15237e-06 0 7.76697e-06 2.51673e-06 2.97176e-06 2.96479e-06 2.14157e-06 0 2.9951e-06 0 3.81295e-06 2.7992e-06 0 0 Variance: 3.89418e-08 Variances/cluster: 3.80092e-08 0 2.70193e-08 2.1592e-08 2.79245e-08 3.84798e-08 1.0977e-07 2.19147e-08 0 2.67973e-31 3.95359e-08 3.27576e-08 4.09467e-08 3.57927e-08 7.5794e-07 2.82828e-08 2.63872e-08 2.16165e-08 2.85735e-08 3.03726e-08 4.09532e-08 2.44254e-08 1.79359e-08 2.38226e-08 6.86694e-32 1.88349e-08 3.90599e-08 4.34176e-08 2.62549e-08 0 3.72597e-08 3.44202e-08 2.98119e-08 3.61739e-08 3.4127e-08 2.9206e-08 2.97855e-08 4.6671e-08 2.59703e-08 2.19874e-08 0 2.26786e-08 2.35276e-08 3.66454e-08 3.05126e-08 0 2.72576e-06 2.86278e-08 1.111e-07 1.74828e-08 2.34509e-08 5.32468e-08 2.28703e-08 3.19803e-08 0 3.7665e-08 3.49427e-08 3.5995e-08 4.84534e-08 1.89412e-08 0 1.64378e-07 3.77483e-08 0 9.03049e-08 1.89205e-08 2.51822e-08 3.02504e-08 1.91195e-08 0 3.36426e-08 0 3.92958e-08 2.54445e-08 0 0 -------------------------------------------------------------- Initialization seed trial #105 of 1000; initialization seed = 493576330 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 595072 Distortion: 0.00412715 Distortions/cluster: 3.93996e-06 4.0392e-06 3.38492e-06 6.47442e-06 2.34578e-06 3.20153e-06 1.79394e-06 9.85484e-06 3.90743e-06 3.18209e-06 6.36002e-06 2.16892e-06 5.1055e-06 1.95914e-06 3.20831e-06 3.71697e-06 1.93518e-06 2.69231e-06 0 4.81569e-35 2.40669e-06 6.4581e-06 0 2.06305e-06 3.15884e-06 2.78859e-06 2.45663e-06 9.64317e-35 2.00584e-06 3.1902e-06 5.25522e-06 2.0223e-06 3.25571e-06 0.00391362 2.29157e-06 4.85227e-06 2.37044e-35 3.64492e-06 4.02866e-06 2.62194e-06 2.00064e-06 4.37285e-06 2.23298e-06 1.77491e-06 5.47529e-06 2.97884e-06 5.2913e-06 5.52903e-06 0 0 8.63828e-06 4.68396e-06 6.45786e-06 0 0 3.62174e-06 2.21181e-06 2.76835e-06 0 3.83728e-06 0 0 3.82803e-06 0 3.14181e-06 3.68219e-06 3.51958e-06 2.28223e-06 0 3.3038e-06 0 0 0 3.03291e-06 3.82909e-06 3.26501e-06 Variance: 7.0622e-07 Variances/cluster: 2.50931e-08 2.49312e-08 1.88035e-08 4.28735e-08 1.92255e-08 3.76617e-08 2.63784e-08 8.95767e-07 2.7508e-08 3.34851e-08 5.52997e-08 3.67493e-08 2.89989e-08 2.88082e-08 3.48616e-08 2.11173e-08 3.22423e-08 1.93668e-08 0 2.67973e-31 3.29653e-08 3.13398e-08 0 3.6828e-08 4.78468e-08 3.62035e-08 2.61313e-08 6.86694e-32 2.04659e-08 2.17001e-08 1.75159e-06 3.61014e-08 3.78542e-08 0.00391989 3.32006e-08 3.03237e-08 0 2.39773e-08 3.87255e-08 2.54532e-08 3.27866e-08 4.75152e-08 1.59484e-07 3.11284e-08 3.00814e-08 3.34671e-08 1.35629e-07 8.01228e-08 0 0 5.05124e-08 3.14332e-08 4.0355e-07 0 0 3.65712e-08 7.89673e-08 2.16253e-08 0 3.22433e-08 0 0 2.27839e-08 0 2.75573e-08 3.5057e-08 1.06645e-07 3.40594e-08 0 2.60119e-08 0 0 0 2.46556e-08 3.30065e-08 3.98141e-08 -------------------------------------------------------------- Initialization seed trial #106 of 1000; initialization seed = 493576331 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 726497 Distortion: 0.000213166 Distortions/cluster: 1.38916e-06 1.97642e-06 6.98161e-06 2.21235e-06 3.35598e-06 4.56695e-06 2.85062e-06 5.9104e-06 8.29035e-06 9.85484e-06 4.3799e-06 2.86435e-06 2.1503e-06 7.172e-06 1.56091e-06 2.22308e-06 1.88923e-06 1.27749e-35 0 5.54074e-06 2.04269e-06 3.76968e-06 1.60328e-06 9.64317e-35 3.21358e-06 4.63233e-06 4.56391e-06 1.76618e-06 2.11285e-06 7.09817e-06 6.64813e-06 3.89948e-06 2.37044e-35 2.44168e-06 2.165e-06 6.2549e-06 0 2.15056e-06 2.24468e-06 0 0 7.94421e-06 2.54554e-06 4.81569e-35 5.4261e-06 1.34999e-06 2.53764e-06 0 5.54579e-06 1.95834e-06 1.70069e-06 3.56378e-06 1.64199e-06 1.38165e-06 1.48423e-06 0 2.70709e-06 5.25522e-06 1.93211e-06 1.49676e-06 4.60307e-06 2.73719e-06 7.53609e-06 0 0 0 3.8063e-06 1.08283e-34 1.45618e-06 2.3957e-06 0 2.37711e-06 2.39649e-06 0 4.42905e-06 1.18181e-06 Variance: 3.64761e-08 Variances/cluster: 1.69389e-08 3.13689e-08 4.30824e-08 2.87292e-08 2.58125e-08 1.69132e-07 2.37531e-08 3.93959e-07 9.41992e-08 8.95767e-07 4.09202e-08 2.40681e-08 2.41578e-08 5.12133e-08 3.32079e-08 1.30756e-07 2.17135e-08 0 0 1.38473e-07 4.16844e-08 2.85557e-08 1.95502e-08 6.86694e-32 4.06747e-08 3.95802e-08 2.52128e-08 3.60421e-08 1.85321e-08 2.94433e-08 3.57311e-08 4.19262e-08 0 2.65376e-08 2.67258e-08 4.70141e-08 0 3.11647e-08 3.45313e-08 0 0 4.51226e-08 2.82813e-08 2.67973e-31 4.1407e-08 2.1091e-08 1.92228e-08 0 3.29999e-08 1.91977e-08 2.98341e-08 2.40773e-08 1.84473e-08 1.81775e-08 2.12008e-08 0 3.18454e-08 1.75159e-06 2.50902e-08 2.82383e-08 2.39723e-08 1.77724e-08 5.16007e-08 0 0 0 2.16248e-08 0 2.02225e-08 3.47177e-08 0 3.39559e-08 5.09848e-08 0 2.58986e-08 2.27247e-08 -------------------------------------------------------------- Initialization seed trial #107 of 1000; initialization seed = 493576332 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 74 BIC score: 594574 Distortion: 0.00417529 Distortions/cluster: 3.06356e-06 2.25717e-06 3.1234e-05 1.87434e-06 1.94218e-06 3.51531e-06 3.58689e-06 2.06497e-06 2.7682e-06 4.25897e-06 4.72994e-06 2.92214e-06 3.42838e-06 6.07517e-06 2.84016e-06 6.01886e-35 2.95398e-06 8.1583e-06 2.37044e-35 2.9102e-06 0 9.64317e-35 1.67862e-06 2.82181e-06 0 3.12365e-06 3.55337e-06 1.95209e-06 4.81569e-35 2.88806e-06 3.98316e-06 6.81553e-06 2.69146e-06 3.18275e-06 1.74564e-06 0 2.70943e-06 2.19085e-06 3.69798e-06 6.67907e-06 2.22512e-06 0 3.70752e-06 3.17296e-06 3.54433e-06 0 3.06685e-06 0.00391362 0 5.29665e-06 2.10525e-06 3.79719e-06 2.12801e-06 5.21842e-06 4.21098e-06 0 3.73162e-06 0 2.10109e-06 0 0 0 2.03775e-06 6.81603e-06 0 4.35604e-05 0 2.64244e-06 2.97435e-06 0 2.22249e-06 6.54215e-06 5.15654e-06 0 0 5.11331e-06 Variance: 7.14458e-07 Variances/cluster: 4.86236e-08 2.30303e-08 3.09214e-07 2.75613e-08 2.25813e-08 3.03017e-08 4.26974e-08 2.34628e-08 2.66149e-08 1.18266e-07 3.15225e-08 3.79476e-08 3.08837e-08 3.05184e-08 3.64095e-08 1.10468e-30 2.54629e-08 3.23637e-08 0 2.44533e-08 0 6.86694e-32 1.73039e-08 2.23934e-08 0 3.67456e-08 2.1404e-08 1.84143e-08 2.67973e-31 3.95596e-08 6.2216e-08 4.20578e-08 2.17035e-08 2.16491e-08 1.76311e-08 0 3.22522e-08 3.26963e-08 3.93272e-08 4.76923e-08 3.3208e-08 0 2.55669e-08 2.28244e-08 2.10953e-08 0 3.29739e-08 0.00391989 0 4.30483e-08 2.69874e-08 6.66112e-08 2.53305e-08 3.86425e-08 2.84501e-08 0 2.09617e-08 0 2.83899e-08 0 0 0 2.75347e-08 4.93768e-08 0 2.7222e-06 0 2.04822e-08 3.49893e-08 0 3.4189e-08 5.14966e-08 4.12388e-08 0 0 1.7043e-07 -------------------------------------------------------------- Initialization seed trial #108 of 1000; initialization seed = 493576333 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 594778 Distortion: 0.00414706 Distortions/cluster: 3.32132e-06 5.92569e-06 3.25848e-06 4.43368e-06 5.45118e-06 2.49779e-06 9.64317e-35 3.0162e-06 3.50054e-06 2.64042e-06 4.22118e-06 3.80979e-06 2.37044e-35 1.59192e-05 3.57248e-06 1.66196e-06 2.5896e-06 3.96054e-06 4.81569e-35 0 8.16378e-06 4.20367e-06 2.83766e-06 0 2.65303e-06 2.0723e-06 2.31322e-06 4.91095e-06 4.71024e-06 0 3.027e-06 6.88289e-06 0 0.00391362 2.33669e-06 3.5374e-06 5.36514e-06 1.80275e-06 2.98719e-06 0 0 4.56695e-06 2.83003e-06 2.62822e-06 1.99449e-06 0 5.55449e-06 5.06142e-06 2.40295e-06 1.66962e-06 3.34883e-06 3.88181e-06 3.92448e-06 2.21892e-06 0 1.74383e-06 2.41885e-06 0 1.61742e-06 4.2087e-06 0 2.45348e-05 2.623e-06 6.84237e-06 3.90214e-06 2.4551e-06 2.5019e-06 0 4.10176e-06 3.55704e-06 0 0 2.61991e-06 0 2.64598e-06 0 Variance: 7.09627e-07 Variances/cluster: 3.10377e-08 4.48772e-08 2.69264e-08 2.7536e-08 3.20553e-08 3.28628e-08 6.86694e-32 3.31424e-08 4.21615e-08 2.90131e-08 3.90722e-08 3.88627e-08 0 7.5794e-07 4.89336e-08 1.86715e-08 2.39757e-08 3.14301e-08 2.67973e-31 0 9.38273e-08 1.96416e-08 3.45945e-08 0 3.78971e-08 2.80007e-08 3.61417e-08 1.32684e-07 2.85444e-08 0 2.29296e-08 2.99157e-08 0 0.00391989 3.29086e-08 3.18657e-08 3.15494e-08 2.25323e-08 2.28003e-08 0 0 1.69132e-07 3.45096e-08 2.57645e-08 3.56137e-08 0 4.91384e-08 4.21659e-08 2.16463e-08 2.56838e-08 2.83774e-08 4.04222e-08 6.3277e-08 2.67314e-08 0 2.02748e-08 2.71756e-08 0 4.49246e-08 2.43256e-08 0 2.72576e-06 2.20401e-08 3.8428e-08 5.41916e-08 2.25218e-08 3.62561e-08 0 2.34366e-08 2.67423e-08 0 0 1.92618e-08 0 4.06952e-08 0 -------------------------------------------------------------- Initialization seed trial #109 of 1000; initialization seed = 493576334 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498604 Distortion: 0.0358502 Distortions/cluster: 5.77064e-06 4.95279e-06 2.84451e-06 4.65144e-06 3.18447e-06 3.05012e-06 3.69956e-06 8.00262e-06 2.1723e-06 1.27749e-35 2.37044e-35 3.87157e-06 3.89932e-06 1.98197e-06 2.52858e-06 4.31869e-06 2.43907e-06 1.75967e-06 1.85535e-06 0.0356196 1.73146e-06 5.39512e-06 5.75557e-06 3.72237e-06 3.5338e-06 3.8356e-06 2.38765e-06 5.46393e-06 1.34511e-05 2.45348e-05 2.36093e-06 1.08283e-34 5.25776e-06 4.17855e-06 2.96621e-06 3.31883e-06 0 3.3308e-06 2.70436e-06 4.81569e-35 2.38902e-06 0 2.75693e-06 0 1.68027e-06 0 0 1.50681e-06 1.99077e-06 2.50935e-06 4.48916e-06 2.50712e-06 2.06332e-06 2.88872e-06 2.85046e-06 4.56695e-06 0 4.91979e-06 2.32651e-06 2.56818e-06 1.94738e-06 1.38055e-06 1.97456e-06 0 0 2.87358e-06 2.61027e-06 3.22184e-06 4.48101e-06 1.64292e-06 0 0 0 6.53926e-06 3.20788e-06 3.8928e-06 Variance: 6.13454e-06 Variances/cluster: 6.48189e-08 5.89564e-08 2.25735e-08 1.32854e-07 4.30298e-08 3.9599e-08 3.69926e-08 9.09302e-08 5.05142e-08 0 0 2.23771e-08 2.13059e-08 2.04303e-08 3.04621e-08 3.99747e-08 3.01094e-08 2.02239e-08 2.37843e-08 0.035575 1.82243e-08 3.22956e-08 3.16135e-08 3.91804e-08 3.07186e-08 3.22292e-08 1.68129e-08 4.13797e-08 7.07844e-07 2.72576e-06 3.23387e-08 0 4.30827e-08 2.5633e-08 3.48936e-08 4.80844e-08 0 2.13494e-08 2.62529e-08 2.67973e-31 2.2536e-08 0 2.41811e-08 0 2.94758e-08 0 0 1.90715e-08 2.6192e-08 3.85926e-08 3.80314e-08 2.50682e-08 1.80971e-08 1.87563e-08 3.06473e-08 1.69132e-07 0 4.0313e-08 4.01088e-08 3.51778e-08 3.14065e-08 2.09149e-08 2.82054e-08 0 0 3.08962e-08 2.55885e-08 2.82593e-08 2.73143e-08 2.0534e-08 0 0 0 5.63679e-08 3.95904e-08 3.97105e-08 -------------------------------------------------------------- Initialization seed trial #110 of 1000; initialization seed = 493576335 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 722720 Distortion: 0.000236246 Distortions/cluster: 4.47425e-06 2.39591e-06 2.11755e-06 5.50036e-06 4.63885e-06 2.81469e-06 2.96285e-06 3.54086e-06 4.81569e-35 4.29347e-06 3.38117e-06 2.37044e-35 5.08832e-06 5.97654e-06 4.95247e-06 0 4.30499e-06 1.08283e-34 1.56724e-06 5.14754e-06 1.61098e-06 3.34703e-06 3.51028e-06 3.87714e-06 3.45259e-06 3.79686e-06 9.64317e-35 2.54766e-06 2.60713e-06 3.0663e-06 0 0 3.87993e-06 4.51838e-06 5.55009e-06 1.59192e-05 5.21692e-06 2.94292e-06 2.9458e-06 0 0 0 2.45348e-05 0 3.58648e-06 3.44077e-06 4.04768e-06 0 4.99865e-06 0 3.52784e-06 0 1.27749e-35 3.72045e-06 0 4.23274e-06 6.22701e-06 4.53304e-06 0 3.177e-06 8.00262e-06 3.30428e-06 2.92935e-06 0 0 4.06452e-06 6.35674e-06 0 0 2.17789e-06 0 0 2.46159e-06 4.40962e-06 0 4.56695e-06 Variance: 4.04255e-08 Variances/cluster: 2.08087e-08 2.04755e-08 4.41023e-08 5.44542e-08 2.88101e-08 4.0779e-08 3.61205e-08 4.71964e-08 2.67973e-31 2.98061e-08 2.86506e-08 0 2.45792e-08 2.70408e-08 2.59265e-08 0 3.67918e-08 0 4.12299e-08 2.73782e-08 1.15029e-07 3.01509e-08 2.23558e-08 2.43816e-08 2.46592e-08 3.65051e-08 6.86694e-32 2.25432e-08 3.34217e-08 3.52333e-08 0 0 3.07903e-08 4.18229e-08 2.66808e-08 7.5794e-07 3.59672e-08 3.72493e-08 2.62993e-08 0 0 0 2.72576e-06 0 4.32069e-08 3.73874e-08 4.99669e-08 0 2.23134e-08 0 2.71283e-08 0 0 3.95762e-08 0 4.55094e-08 3.15987e-08 4.04606e-08 0 3.45223e-08 9.09302e-08 3.98081e-08 3.5712e-08 0 0 1.23127e-07 2.9982e-08 0 0 3.62872e-08 0 0 3.00167e-08 3.2897e-08 0 1.69132e-07 -------------------------------------------------------------- Initialization seed trial #111 of 1000; initialization seed = 493576336 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 77 BIC score: 498977 Distortion: 0.0358264 Distortions/cluster: 4.34021e-06 9.85484e-06 3.48803e-06 2.97174e-06 2.6071e-06 1.98822e-06 5.03856e-06 0.0356196 2.61467e-06 4.01881e-06 3.80222e-06 2.37044e-35 2.75265e-06 1.5596e-06 2.23549e-06 3.17979e-06 0 2.84742e-06 3.53703e-06 2.15135e-06 3.56156e-06 2.85499e-06 2.84047e-06 1.15594e-06 2.24695e-06 2.44881e-06 2.22308e-06 3.35612e-06 3.28022e-06 2.05592e-06 0 0 5.07863e-06 1.27749e-35 2.59035e-06 3.97398e-06 2.46072e-06 3.63733e-06 2.77786e-06 2.83379e-06 7.89415e-06 0 3.34324e-06 1.08283e-34 6.33282e-06 2.4966e-06 1.92217e-06 4.27414e-06 3.09839e-06 2.28892e-06 5.25522e-06 4.79965e-06 3.16283e-06 2.55742e-06 0 3.3605e-06 1.97784e-06 4.15726e-06 0 4.8741e-06 5.11954e-06 2.40412e-06 4.81569e-35 0 3.70381e-06 2.93542e-06 4.69907e-06 0 5.63764e-06 1.48616e-06 0 3.46377e-06 0 2.87729e-06 0 4.33317e-06 Variance: 6.13045e-06 Variances/cluster: 3.80607e-08 8.95767e-07 2.30968e-08 1.89266e-08 2.45931e-08 2.88125e-08 2.87824e-08 0.035575 4.02136e-08 3.214e-08 4.13148e-08 0 1.14655e-07 4.33185e-08 2.75963e-08 3.6972e-08 0 2.31477e-08 2.78474e-08 2.02934e-08 3.45754e-08 1.0977e-07 2.42752e-08 2.31098e-07 3.07772e-08 3.88665e-08 1.30756e-07 2.34673e-08 3.45179e-08 2.28412e-08 0 0 3.8462e-08 0 3.70022e-08 2.31025e-08 3.19546e-08 4.08556e-08 2.458e-08 3.11377e-08 9.07286e-08 0 2.21387e-08 0 4.13776e-08 2.01321e-08 2.00209e-08 1.64378e-07 2.92276e-08 2.66131e-08 1.75159e-06 3.42778e-07 3.90439e-08 2.69178e-08 0 2.77703e-08 4.39486e-08 2.75291e-08 0 2.26683e-08 4.22965e-08 3.48393e-08 2.67973e-31 0 2.23102e-08 1.99665e-08 3.98095e-08 0 3.25767e-08 4.64386e-08 0 2.56491e-08 0 2.56875e-08 0 4.20557e-08 -------------------------------------------------------------- Initialization seed trial #112 of 1000; initialization seed = 493576337 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 726359 Distortion: 0.000213772 Distortions/cluster: 1.08283e-34 2.55309e-06 4.84998e-06 2.33289e-06 2.37044e-35 2.82035e-06 3.42671e-06 5.40883e-06 1.57703e-06 1.71897e-06 9.64317e-35 4.45781e-06 2.17208e-06 5.1663e-06 8.04208e-06 2.10855e-06 2.54694e-06 2.07122e-06 4.56695e-06 3.48665e-06 0 4.79173e-06 0 5.32621e-06 9.85484e-06 3.50969e-06 8.55988e-06 3.33257e-06 0 3.06277e-06 3.10824e-06 1.69935e-06 1.27749e-35 1.53505e-06 2.06509e-06 5.25522e-06 0 1.56817e-06 2.52781e-06 2.27525e-06 1.9862e-06 1.98086e-06 2.42386e-06 2.55791e-06 5.9104e-06 4.81569e-35 2.98837e-06 2.85033e-06 1.92924e-06 7.8404e-06 6.40764e-06 4.11241e-06 0 0 3.29961e-06 0 0 2.22607e-06 0 3.96872e-06 6.3373e-06 5.14529e-06 4.06165e-06 5.82038e-06 2.89698e-06 0 2.22308e-06 3.08845e-06 2.11838e-06 0 4.12188e-06 5.5155e-06 0 1.58584e-06 0 2.59743e-06 Variance: 3.65798e-08 Variances/cluster: 0 1.91944e-08 3.97409e-08 2.02842e-08 0 2.4522e-08 3.849e-08 4.87119e-08 2.25271e-08 1.99863e-08 6.86694e-32 4.08839e-08 2.08831e-08 4.03486e-08 4.23232e-08 2.06703e-08 2.10472e-08 2.43651e-08 1.69132e-07 2.78908e-08 0 3.34976e-08 0 4.43813e-08 8.95767e-07 3.69326e-08 9.61687e-08 3.11427e-08 0 2.64001e-08 2.14336e-08 2.17846e-08 0 2.43637e-08 1.76487e-08 1.75159e-06 0 2.01029e-08 2.05495e-08 2.18754e-08 1.90964e-08 2.67659e-08 2.37612e-08 2.07942e-08 3.93959e-07 2.67973e-31 3.43379e-08 4.59582e-08 2.16744e-08 5.72243e-08 2.835e-08 4.19608e-08 0 0 2.72669e-08 0 0 2.44601e-08 0 2.71741e-08 3.38783e-08 2.87352e-08 3.8306e-08 4.18699e-08 2.03989e-08 0 1.30756e-07 3.67639e-08 2.94187e-08 0 5.88662e-08 1.37842e-07 0 2.99188e-08 0 3.81848e-08 -------------------------------------------------------------- Initialization seed trial #113 of 1000; initialization seed = 493576338 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 92 BIC score: 726721 Distortion: 0.00021107 Distortions/cluster: 7.67655e-07 4.60299e-06 1.46973e-06 5.9104e-06 5.06866e-06 1.09516e-06 2.95896e-06 1.08283e-34 1.50165e-06 3.77265e-06 4.24897e-06 5.25522e-06 4.54086e-06 3.0834e-06 2.02262e-06 1.87201e-06 1.35166e-06 1.95406e-06 4.76335e-06 4.40511e-06 5.28491e-06 3.48432e-06 5.46148e-06 8.29035e-06 3.58343e-06 1.31637e-06 9.64317e-35 3.23225e-06 1.59828e-06 1.60103e-06 1.54678e-06 3.30509e-06 4.93739e-06 1.60118e-06 0 5.52972e-06 6.35751e-06 2.37044e-35 5.29995e-06 2.31203e-06 2.98541e-06 2.0285e-06 4.56695e-06 3.82069e-06 0 5.01912e-06 2.56198e-06 6.69687e-06 0 2.79838e-06 0 2.46129e-06 2.7652e-06 0 2.5133e-06 1.80406e-06 9.85484e-06 0 0 5.09382e-06 4.81569e-35 1.66347e-06 0 0 1.27749e-35 2.70336e-06 2.6376e-06 5.9197e-06 0 2.00403e-06 3.66072e-06 3.89395e-06 3.54733e-06 2.22308e-06 0 2.45892e-06 Variance: 3.61173e-08 Variances/cluster: 1.74451e-08 2.89401e-08 1.65124e-08 3.93959e-07 4.25798e-08 1.73819e-08 3.65275e-08 0 2.24103e-08 4.28674e-08 4.77253e-08 1.75159e-06 2.34044e-08 2.05542e-08 1.85545e-08 2.07983e-08 2.29074e-08 2.57091e-08 3.74948e-08 3.79717e-08 4.06401e-08 2.7651e-08 2.88872e-08 9.41992e-08 2.40476e-08 1.62496e-08 6.86694e-32 2.11233e-08 1.71843e-08 1.68514e-08 2.9743e-08 2.73122e-08 4.07915e-08 2.0013e-08 0 1.38197e-07 5.48013e-08 0 3.1917e-08 2.65726e-08 4.08928e-08 2.66885e-08 1.69132e-07 3.38087e-08 0 4.2521e-08 2.81512e-08 4.71459e-08 0 2.10386e-08 0 2.59053e-08 3.03841e-08 0 2.37075e-08 2.40513e-08 8.95767e-07 0 0 3.46406e-08 2.67973e-31 1.91181e-08 0 0 0 2.59914e-08 2.17964e-08 4.81132e-08 0 2.13176e-08 4.87949e-08 2.52832e-08 3.81409e-08 1.30756e-07 0 3.90269e-08 -------------------------------------------------------------- Initialization seed trial #114 of 1000; initialization seed = 493576339 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 722371 Distortion: 0.000234379 Distortions/cluster: 2.33365e-06 2.22603e-06 2.34739e-06 2.45348e-05 3.75412e-06 6.34784e-06 4.70954e-06 2.80397e-06 1.66522e-06 2.20152e-06 5.24573e-06 1.17839e-06 3.05828e-06 1.78063e-06 1.86759e-06 6.66744e-06 4.19445e-06 2.52958e-06 9.64317e-35 2.37044e-35 2.69077e-06 4.81569e-35 2.77877e-06 2.30841e-06 2.96646e-06 7.90815e-06 5.72129e-06 3.73152e-06 5.54074e-06 4.90891e-06 1.83052e-06 3.28699e-06 0 4.42767e-06 3.3573e-06 1.59192e-05 2.72057e-06 5.23141e-06 3.67197e-06 1.78913e-06 0 0 4.53385e-06 2.84602e-06 1.92176e-06 3.73424e-06 0 1.08283e-34 1.41282e-06 0 0 3.42055e-06 0 3.12219e-06 2.75779e-06 5.53124e-06 0 3.03332e-06 0 0 0 5.44798e-06 1.68398e-06 4.01652e-06 5.32048e-06 3.50103e-06 5.2351e-06 0 0 7.04586e-06 4.51024e-06 1.19865e-06 1.37315e-06 1.27749e-35 0 2.49635e-06 Variance: 4.01059e-08 Variances/cluster: 2.71328e-08 2.61862e-08 2.69791e-08 2.72576e-06 4.08032e-08 4.88149e-08 4.20357e-08 3.50469e-08 1.75266e-08 2.50143e-08 7.82868e-08 2.18195e-08 2.68247e-08 1.97825e-08 1.62385e-08 4.72717e-08 5.51853e-08 1.58085e-07 6.86694e-32 0 2.61217e-08 2.67973e-31 3.91342e-08 3.20583e-08 2.29931e-08 4.51744e-08 3.94446e-08 3.62252e-08 1.38473e-07 3.33912e-08 2.73187e-08 2.60844e-08 0 3.95198e-08 1.04906e-07 7.5794e-07 2.77584e-08 4.79797e-08 4.26833e-08 1.88313e-08 0 0 3.12652e-08 1.9359e-08 2.18363e-08 3.69695e-08 0 0 2.71672e-08 0 0 2.39176e-08 0 3.71659e-08 2.05781e-08 3.3923e-08 0 3.93903e-08 0 0 0 2.88227e-08 1.91344e-08 2.2312e-08 3.26303e-08 3.24143e-08 4.02571e-08 0 0 2.93481e-08 2.54793e-08 1.93314e-08 1.88086e-08 0 0 5.54694e-08 -------------------------------------------------------------- Initialization seed trial #115 of 1000; initialization seed = 493576340 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 62 BIC score: 726484 Distortion: 0.000213939 Distortions/cluster: 3.18763e-06 2.25341e-06 3.48102e-06 1.48837e-06 4.65104e-06 9.64317e-35 3.91594e-06 2.37044e-35 3.01146e-06 2.5562e-06 4.77124e-06 4.92532e-06 4.48564e-06 2.05157e-06 0 4.24988e-06 5.25522e-06 4.56695e-06 0 4.90716e-06 2.01639e-06 4.81569e-35 4.18362e-06 2.17289e-06 8.29035e-06 1.90504e-06 1.08283e-34 0 2.83531e-06 5.52972e-06 5.67856e-06 1.78145e-06 3.20309e-06 2.50728e-06 3.62644e-06 2.86069e-06 2.27628e-06 3.12239e-06 5.73803e-06 3.29185e-06 0 4.08649e-06 2.41571e-06 2.5387e-06 1.56243e-06 2.29675e-06 4.94547e-06 2.21224e-06 2.58393e-06 2.39109e-06 0 0 1.27749e-35 3.20892e-06 2.15611e-06 4.43115e-06 3.88871e-06 3.96549e-06 0 5.27784e-06 0 0 6.02301e-06 0 0 6.45786e-06 3.49728e-06 0 3.68305e-06 5.06287e-06 9.85484e-06 4.93927e-06 1.69213e-06 0 0 3.9907e-06 Variance: 3.66084e-08 Variances/cluster: 2.49012e-08 2.42282e-08 4.8333e-08 1.75082e-08 3.81112e-08 6.86694e-32 2.05005e-08 0 2.37095e-08 3.87273e-08 2.7577e-08 4.10309e-08 4.07652e-08 2.84916e-08 0 4.4255e-08 1.75159e-06 1.69132e-07 0 4.12232e-08 2.16796e-08 2.67973e-31 4.18326e-08 2.55612e-08 9.41992e-08 5.01283e-08 0 0 2.8637e-08 1.38197e-07 4.1436e-08 3.711e-08 4.10525e-08 3.68694e-08 2.32444e-08 3.25049e-08 2.52897e-08 2.76286e-08 2.79879e-08 2.43817e-08 0 2.16197e-08 5.36775e-08 2.46447e-08 2.16981e-08 2.41739e-08 2.68752e-08 1.9575e-08 3.49152e-08 2.13472e-08 0 0 0 3.48765e-08 3.65418e-08 3.14239e-08 2.90106e-08 2.67915e-08 0 4.71094e-08 0 0 2.92283e-08 0 0 4.0355e-07 4.06625e-08 0 3.25905e-08 2.94257e-08 8.95767e-07 3.5019e-08 1.90105e-08 0 0 4.69338e-08 -------------------------------------------------------------- Initialization seed trial #116 of 1000; initialization seed = 493576341 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 493846 Distortion: 0.0397414 Distortions/cluster: 4.75334e-06 4.37849e-06 1.94387e-06 5.13113e-06 5.25522e-06 3.81563e-06 2.5691e-06 3.25368e-06 3.00645e-06 3.71816e-06 6.45786e-06 2.09985e-06 2.98965e-06 1.5623e-06 3.75089e-06 3.61549e-06 2.17127e-06 2.8053e-06 0.00391362 2.26482e-06 2.67751e-06 2.58483e-06 4.17383e-06 2.80767e-06 2.37044e-35 5.35169e-06 2.40661e-06 3.94508e-06 0 4.00462e-06 3.18097e-06 3.90004e-06 2.89142e-06 9.85484e-06 2.13828e-06 0 2.2876e-06 4.56695e-06 1.86305e-06 4.34849e-06 5.00975e-06 4.17526e-06 2.45876e-06 2.01733e-06 2.83713e-06 0 1.69643e-06 3.27541e-06 2.84552e-06 0 2.66886e-06 2.53041e-06 4.08191e-06 0 2.53321e-06 1.25082e-06 2.27851e-06 4.47862e-06 2.361e-06 3.34554e-06 2.00288e-06 5.10805e-06 0 2.70043e-06 0 2.47885e-06 0 1.34226e-06 0.0356196 4.46613e-06 3.76282e-06 0 4.81569e-35 1.97539e-06 2.44419e-06 3.54244e-06 Variance: 6.80037e-06 Variances/cluster: 1.31993e-07 3.47384e-08 2.69958e-08 3.97631e-08 1.75159e-06 2.20537e-08 3.66983e-08 2.7111e-08 2.73282e-08 2.3832e-08 4.0355e-07 2.33296e-08 3.18022e-08 1.88208e-08 2.24585e-08 3.65089e-08 2.7482e-08 3.46303e-08 0.00391989 5.03255e-08 4.69582e-08 2.93706e-08 3.06799e-08 3.34217e-08 0 4.27997e-08 2.31384e-08 6.80118e-08 0 5.00533e-08 2.6955e-08 6.18848e-08 9.63715e-08 8.95767e-07 2.77675e-08 0 3.41407e-08 1.69132e-07 3.1048e-08 3.08303e-08 2.63584e-08 3.33991e-08 1.89113e-08 1.97755e-08 2.32524e-08 0 2.14716e-08 4.81533e-08 3.51187e-08 0 3.5105e-08 3.37367e-08 4.00056e-08 0 3.95784e-08 1.71331e-08 3.45115e-08 2.79889e-08 2.14617e-08 3.06904e-08 2.32871e-08 4.36454e-08 0 3.33357e-08 0 2.66519e-08 0 1.61704e-08 0.035575 3.43437e-08 5.37498e-08 0 2.67973e-31 1.67392e-08 2.51955e-08 2.09593e-08 -------------------------------------------------------------- Initialization seed trial #117 of 1000; initialization seed = 493576342 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 498885 Distortion: 0.0358507 Distortions/cluster: 2.31783e-06 2.26272e-06 2.63592e-06 3.58834e-06 3.81265e-06 6.26269e-06 2.45348e-05 2.75147e-06 2.21589e-06 2.34847e-06 4.06783e-06 3.89765e-06 2.93506e-06 2.50483e-06 2.39318e-06 0 6.44611e-06 2.81436e-06 2.09372e-06 1.93948e-06 2.4064e-06 4.81569e-35 3.55154e-06 5.72572e-06 0.0356196 2.37044e-35 1.59192e-05 4.28712e-06 2.97381e-06 1.08283e-34 0 2.21431e-06 4.80678e-06 0 4.06475e-06 3.77509e-06 0 1.85771e-06 1.51055e-06 2.66113e-06 0 4.2623e-06 1.77577e-06 3.48237e-06 3.91387e-06 5.55893e-06 4.77788e-06 3.24139e-06 2.04897e-06 2.89256e-06 2.66625e-06 7.68394e-06 0 5.24902e-06 0 4.60409e-06 0 4.03206e-06 0 2.67702e-06 3.62688e-06 4.03176e-06 2.09254e-06 3.25165e-06 2.67332e-06 3.5964e-06 0 3.00649e-06 1.27749e-35 0 0 0 1.76702e-06 4.01578e-06 2.63491e-06 4.00132e-06 Variance: 6.13462e-06 Variances/cluster: 5.03833e-08 2.7259e-08 1.84314e-08 3.66037e-08 4.33117e-08 3.03914e-08 2.72576e-06 3.62007e-08 3.0352e-08 2.23644e-08 4.23696e-08 3.67671e-08 2.01014e-08 2.50453e-08 4.88359e-08 0 4.636e-08 3.90755e-08 1.61041e-07 2.02006e-08 2.97061e-08 2.67973e-31 3.17076e-08 8.29729e-08 0.035575 0 7.5794e-07 2.95566e-08 2.28735e-08 0 0 2.66761e-08 5.72045e-08 0 4.10555e-08 2.53335e-08 0 2.85777e-08 2.06906e-08 2.00061e-08 0 3.77072e-08 2.36742e-08 5.196e-08 2.2363e-08 4.48167e-08 3.8519e-08 3.60037e-08 2.17951e-08 2.03684e-08 3.02955e-08 3.14813e-08 0 4.41055e-08 0 4.10944e-08 0 1.1519e-07 0 3.04181e-08 3.52095e-08 1.15155e-07 2.405e-08 2.75539e-08 1.86929e-08 4.04054e-08 0 2.24345e-08 0 0 0 0 1.87959e-08 2.49405e-08 2.99395e-08 3.17533e-08 -------------------------------------------------------------- Initialization seed trial #118 of 1000; initialization seed = 493576343 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 62 BIC score: 498611 Distortion: 0.0358271 Distortions/cluster: 2.82836e-06 3.04793e-06 2.49203e-06 2.53984e-06 3.98925e-06 3.47756e-06 1.99683e-06 1.89801e-06 3.01557e-06 2.28576e-06 2.64187e-06 3.17018e-06 1.27749e-35 2.80317e-06 2.5022e-06 4.56695e-06 8.16736e-06 2.74613e-06 6.50596e-06 2.24237e-06 2.25287e-06 4.01221e-06 0.0356196 2.69232e-06 3.10773e-06 3.09486e-06 3.07631e-06 3.31503e-06 3.2033e-06 2.37044e-35 2.42782e-06 4.48778e-06 2.98346e-06 2.57651e-06 2.00833e-06 3.76875e-06 2.6104e-06 4.81569e-35 3.41249e-06 0 1.86911e-06 1.9325e-06 2.08996e-06 6.60439e-06 1.64056e-06 2.1649e-06 5.58964e-06 3.65539e-06 2.73301e-06 3.03019e-06 0 4.48308e-06 3.87201e-06 3.07282e-06 0 0 3.49654e-06 1.08283e-34 4.31308e-06 3.18555e-06 0 0 2.34491e-06 4.01062e-06 0 4.7172e-06 0 0 5.25522e-06 3.85238e-06 1.98155e-06 3.93642e-06 0 2.50541e-06 3.41154e-06 9.85484e-06 Variance: 6.13058e-06 Variances/cluster: 4.28397e-08 4.11758e-08 3.50875e-08 3.52639e-08 2.69521e-08 2.44878e-08 1.97683e-08 2.10867e-08 3.20702e-08 1.90463e-08 2.72268e-08 2.23233e-08 0 3.11436e-08 2.40567e-08 1.69132e-07 9.28018e-08 2.61505e-08 3.89546e-08 1.93291e-08 1.4079e-07 1.14597e-07 0.035575 2.69209e-08 3.65586e-08 2.57882e-08 2.72209e-08 2.95888e-08 2.39028e-08 0 2.66769e-08 4.15499e-08 2.712e-08 2.43045e-08 2.7509e-08 3.48846e-08 3.38903e-08 2.67973e-31 3.66824e-08 0 2.17319e-08 2.0128e-08 3.21425e-08 5.50318e-08 1.97641e-08 2.70588e-08 3.99189e-07 7.77482e-08 2.60262e-08 3.73975e-08 0 3.06959e-08 3.95071e-08 2.00821e-08 0 0 3.88378e-08 0 2.35667e-08 3.93153e-08 0 0 3.84377e-08 5.89618e-08 0 2.57748e-08 0 0 1.75159e-06 3.20924e-08 1.65115e-08 4.32547e-08 0 1.9123e-08 2.4017e-08 8.95767e-07 -------------------------------------------------------------- Initialization seed trial #119 of 1000; initialization seed = 493576344 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 594901 Distortion: 0.00412198 Distortions/cluster: 2.52112e-06 9.85484e-06 1.89562e-06 2.41005e-06 2.58784e-06 2.82495e-06 2.62174e-06 4.36992e-06 3.86247e-06 0 2.85094e-06 0 2.42926e-06 3.60076e-06 3.05943e-06 2.64024e-06 3.69721e-06 2.78979e-06 4.92751e-06 2.92421e-06 5.81838e-06 2.61719e-06 2.40709e-06 4.93546e-06 3.65139e-06 2.15563e-06 9.64317e-35 2.352e-06 5.25522e-06 2.37044e-35 2.79292e-06 2.663e-06 3.39469e-06 2.22308e-06 2.55616e-06 2.29602e-06 0.00391362 0 4.23379e-06 3.85107e-06 1.95003e-06 3.76102e-06 0 2.20457e-06 3.63722e-06 2.97357e-06 0 4.81569e-35 2.34356e-06 0 3.14814e-06 3.14789e-06 0 0 2.32952e-06 3.86339e-06 4.14522e-06 2.2931e-06 0 3.2491e-06 0 3.65448e-06 0 0 6.24184e-06 8.00262e-06 6.14965e-06 2.46201e-06 4.27414e-06 0 2.85499e-06 2.87505e-06 4.01852e-06 4.27107e-06 5.9104e-06 3.52446e-06 Variance: 7.05335e-07 Variances/cluster: 1.96945e-08 8.95767e-07 2.08291e-08 3.1289e-08 2.33062e-08 2.06176e-08 2.62143e-08 2.34921e-08 2.60955e-08 0 2.31756e-08 0 3.57212e-08 3.02486e-08 3.51541e-08 2.58816e-08 2.95681e-08 4.16247e-08 4.322e-08 2.92324e-08 4.37332e-08 3.23081e-08 4.01052e-08 2.62501e-08 3.92496e-08 2.31768e-08 6.86694e-32 2.7032e-08 1.75159e-06 0 2.19896e-08 3.85814e-08 3.99351e-08 1.30756e-07 1.111e-07 2.49546e-08 0.00391989 0 3.77986e-08 2.31972e-08 2.07426e-08 2.93804e-08 0 2.65585e-08 2.44085e-08 3.34005e-08 0 2.67973e-31 3.4967e-08 0 3.83793e-08 4.7681e-08 0 0 2.00798e-08 2.15813e-08 3.80171e-08 1.73705e-08 0 2.49848e-08 0 2.8548e-08 0 0 4.2458e-08 9.09302e-08 5.49028e-08 2.7975e-08 1.64378e-07 0 1.0977e-07 3.73355e-08 3.71974e-08 2.48296e-08 3.93959e-07 2.91253e-08 -------------------------------------------------------------- Initialization seed trial #120 of 1000; initialization seed = 493576345 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 722484 Distortion: 0.000234431 Distortions/cluster: 8.29035e-06 3.65334e-06 2.8746e-06 3.32077e-06 2.48255e-06 2.25582e-06 2.73298e-06 4.29593e-06 4.13774e-06 2.7747e-06 3.12428e-06 6.12707e-06 3.80513e-06 4.91095e-06 2.77837e-06 1.91983e-06 4.57395e-06 2.37044e-35 3.59322e-06 5.11381e-06 3.00981e-06 2.30265e-06 7.82629e-06 2.45348e-05 3.32208e-06 3.04662e-06 2.60559e-06 3.22456e-06 1.74461e-06 4.81569e-35 2.74688e-06 9.64317e-35 0 0 5.70207e-06 0 4.64096e-06 5.03491e-06 1.4074e-06 0 0 0 2.763e-06 4.38786e-06 1.23931e-06 4.64477e-06 0 4.56695e-06 3.66159e-06 2.3946e-06 1.59192e-05 0 3.29568e-06 0 0 0 1.66767e-06 5.29955e-06 2.47473e-06 1.8342e-06 1.08283e-34 3.10813e-06 3.67023e-06 5.18237e-06 3.62532e-06 1.27749e-35 3.68183e-06 3.31959e-06 2.66958e-06 0 0 4.7674e-06 1.87221e-06 4.47046e-06 0 0 Variance: 4.01148e-08 Variances/cluster: 9.41992e-08 3.51167e-08 3.59294e-08 5.02996e-08 2.38686e-08 1.83379e-08 3.54816e-08 4.77283e-08 2.28584e-08 3.60235e-08 2.20001e-08 2.93135e-08 2.9044e-08 1.32684e-07 3.08679e-08 3.69176e-08 2.51294e-08 0 3.90438e-08 2.69124e-08 4.01175e-08 3.77454e-08 4.60217e-08 2.72576e-06 4.1e-08 1.85753e-08 3.88765e-08 3.8376e-08 2.15364e-08 2.67973e-31 3.66222e-08 6.86694e-32 0 0 2.92318e-08 0 3.01332e-08 2.59505e-08 1.78132e-08 0 0 0 2.21014e-08 3.17857e-08 1.93623e-08 3.46594e-08 0 1.69132e-07 4.11379e-08 2.54715e-08 7.5794e-07 0 3.0513e-08 0 0 0 2.34856e-08 3.06306e-08 3.48526e-08 2.61997e-08 0 4.03522e-08 2.823e-08 2.89423e-08 2.68519e-08 0 5.33552e-08 2.76608e-08 3.10389e-08 0 0 3.81271e-08 3.74415e-08 4.56031e-08 0 0 -------------------------------------------------------------- Initialization seed trial #121 of 1000; initialization seed = 493576346 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 594981 Distortion: 0.00412811 Distortions/cluster: 2.73723e-06 1.25742e-06 2.24854e-06 2.6476e-06 3.51003e-06 3.46055e-06 0 2.14818e-06 4.56695e-06 1.20894e-06 2.96309e-06 1.66494e-06 2.1066e-06 0.00391362 9.85484e-06 2.05522e-06 9.64317e-35 2.17634e-06 1.48175e-06 3.70645e-06 1.99429e-06 2.15195e-06 1.06158e-05 1.91492e-06 2.31783e-06 2.28437e-06 3.70667e-06 2.37044e-35 1.82966e-06 5.25522e-06 1.75751e-06 0 2.31511e-06 1.76184e-06 4.61347e-06 6.04097e-06 4.15763e-06 6.21712e-06 1.16005e-06 1.86812e-06 2.96503e-06 1.62352e-06 5.16487e-06 0 1.77627e-06 0 2.11723e-06 2.12197e-06 0 1.3935e-06 3.95071e-06 3.5324e-06 8.14806e-06 1.84355e-06 0 0 5.74369e-06 5.9104e-06 4.81569e-35 2.51174e-06 6.96895e-06 5.5155e-06 8.43383e-06 0 0 2.22308e-06 5.41407e-06 2.0038e-06 0 1.31316e-05 2.21909e-06 0 2.15143e-06 2.88501e-06 0 2.98299e-06 Variance: 7.06385e-07 Variances/cluster: 2.28076e-08 1.7223e-08 2.22608e-08 1.91833e-08 2.52498e-08 2.19003e-08 0 1.90088e-08 1.69132e-07 2.32466e-08 3.56971e-08 2.13435e-08 3.76151e-08 0.00391989 8.95767e-07 2.47596e-08 6.86694e-32 2.24344e-08 2.11659e-08 3.86065e-08 2.62383e-08 1.85497e-08 3.33722e-08 1.9147e-08 5.03833e-08 2.07652e-08 2.30208e-08 0 2.69044e-08 1.75159e-06 2.74587e-08 0 2.78901e-08 2.62938e-08 5.9897e-08 4.54063e-08 3.77934e-08 4.28627e-08 2.52154e-08 2.70715e-08 3.18795e-08 2.70564e-08 4.19771e-08 0 1.64455e-08 0 1.87349e-08 2.21019e-08 0 2.96463e-08 4.34107e-08 3.96864e-08 4.05246e-08 2.36325e-08 0 0 4.28506e-08 3.93959e-07 2.67973e-31 2.70056e-08 4.46584e-08 1.37842e-07 9.58293e-08 0 0 1.30756e-07 4.32983e-08 2.99048e-08 0 4.44991e-08 2.36046e-08 0 3.2108e-08 2.20211e-08 0 2.04296e-08 -------------------------------------------------------------- Initialization seed trial #122 of 1000; initialization seed = 493576347 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 493978 Distortion: 0.0397438 Distortions/cluster: 1.56965e-06 2.67576e-06 2.22713e-06 3.75462e-06 2.2877e-06 0.00391362 3.47165e-06 6.02861e-06 2.66129e-06 2.79445e-06 3.58011e-06 2.5664e-06 5.70543e-06 4.97812e-06 3.27027e-06 3.2911e-06 5.06903e-06 3.03257e-06 2.22925e-06 9.85484e-06 2.90851e-06 3.12016e-06 2.10331e-06 3.91384e-06 3.54635e-06 3.92898e-06 4.22379e-06 1.80068e-06 2.37044e-35 2.84738e-06 3.5075e-06 4.09519e-06 4.81569e-35 5.46728e-06 0 6.45786e-06 3.30425e-06 2.23782e-06 0 0 2.2431e-06 2.19741e-06 2.90391e-06 2.65656e-06 0 4.75762e-06 0 0.0356196 4.5086e-06 2.10433e-06 0 2.50104e-06 2.5119e-06 1.69282e-06 0 3.06028e-06 2.78519e-06 3.90584e-06 1.41576e-06 2.00223e-06 4.27414e-06 2.27206e-06 8.82504e-06 2.56711e-06 0 0 2.11233e-06 2.93607e-06 1.64207e-06 3.39779e-06 0 4.40701e-06 2.73542e-06 4.43759e-06 0 5.25522e-06 Variance: 6.80079e-06 Variances/cluster: 1.98672e-08 3.52046e-08 3.00939e-08 2.68164e-08 2.00652e-08 0.00391989 2.22522e-08 3.02845e-08 2.37595e-08 3.49195e-08 3.89016e-08 2.15645e-08 3.25916e-08 3.6592e-08 3.7159e-08 2.88667e-08 1.36956e-07 2.80769e-08 2.39683e-08 8.95767e-07 4.03924e-08 4.27277e-08 3.28613e-08 4.49731e-08 3.81203e-08 8.01563e-08 3.94618e-08 2.64782e-08 0 2.296e-08 3.15964e-08 3.30229e-08 2.67973e-31 3.17761e-08 0 4.0355e-07 3.47711e-08 2.01585e-08 0 0 1.96746e-08 2.24205e-08 3.41609e-08 2.88729e-08 0 4.66289e-08 0 0.035575 2.50456e-08 5.00988e-08 0 2.40463e-08 2.61625e-08 1.7632e-08 0 3.36264e-08 2.67776e-08 3.9853e-08 2.39933e-08 2.32796e-08 1.64378e-07 1.92531e-08 9.80458e-08 1.91553e-08 0 0 2.93353e-08 4.25482e-08 1.69271e-08 4.7852e-08 0 3.21576e-08 2.46409e-08 4.06984e-08 0 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #123 of 1000; initialization seed = 493576348 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 498805 Distortion: 0.0358273 Distortions/cluster: 0.0356196 4.29883e-06 2.37044e-35 3.24263e-06 2.09372e-06 3.17532e-06 2.64567e-06 2.21121e-06 3.989e-06 3.07515e-06 5.24573e-06 4.4864e-06 3.5451e-06 2.32146e-06 5.25522e-06 5.28315e-06 1.08283e-34 3.50676e-06 3.90384e-06 3.37865e-06 5.58964e-06 2.92143e-06 2.67048e-06 4.81569e-35 2.07809e-06 2.8158e-06 3.18517e-06 2.25287e-06 3.70927e-06 3.95211e-06 2.79162e-06 1.83639e-06 0 2.96646e-06 0 2.80188e-06 3.0877e-06 3.07251e-06 2.62074e-06 3.63475e-06 2.86943e-06 3.8465e-06 3.7089e-06 3.45391e-06 0 3.65377e-06 4.50121e-06 3.66201e-06 4.24347e-06 2.87333e-06 0 3.50386e-06 2.23856e-06 0 1.8018e-06 2.51479e-06 2.65005e-06 1.27749e-35 3.31242e-06 3.13432e-06 0 0 2.1412e-06 4.34547e-06 2.54865e-06 0 0 5.18454e-06 3.18173e-06 4.75748e-06 9.85484e-06 4.12342e-06 3.48524e-06 2.51658e-06 0 0 Variance: 6.13061e-06 Variances/cluster: 0.035575 6.05286e-08 0 3.68449e-08 1.61041e-07 3.30733e-08 3.7792e-08 2.69636e-08 2.76989e-08 2.34667e-08 7.82868e-08 4.11461e-08 3.47447e-08 2.36864e-08 1.75159e-06 4.29386e-08 0 2.8271e-08 3.75248e-08 2.43045e-08 3.99189e-07 2.17998e-08 3.51347e-08 2.67973e-31 3.46324e-08 1.98278e-08 2.32474e-08 1.4079e-07 2.8098e-08 4.38987e-08 2.71007e-08 3.99183e-08 0 3.18947e-08 0 2.3154e-08 2.99678e-08 2.06185e-08 2.47216e-08 3.90799e-08 2.27713e-08 2.27584e-08 2.87478e-08 3.38506e-08 0 2.21414e-08 3.91281e-08 1.07697e-07 3.78761e-08 2.73618e-08 0 2.28991e-08 3.29172e-08 0 2.81509e-08 3.30866e-08 2.15432e-08 0 2.10963e-08 2.30438e-08 0 0 5.09764e-08 4.02238e-08 4.11048e-08 0 0 1.3639e-07 2.67349e-08 4.44478e-08 8.95767e-07 2.74804e-08 2.3079e-08 4.74666e-08 0 0 -------------------------------------------------------------- Initialization seed trial #124 of 1000; initialization seed = 493576349 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 499339 Distortion: 0.0358342 Distortions/cluster: 3.54489e-06 2.99373e-06 3.55197e-06 2.72281e-06 1.75782e-06 2.45644e-06 1.92473e-06 3.6047e-06 2.89669e-06 2.28543e-06 1.55314e-06 2.54527e-06 2.06004e-06 4.92774e-06 2.70687e-06 3.04315e-06 1.84054e-06 3.19037e-06 4.59135e-06 1.81175e-06 6.94627e-06 3.92887e-06 9.17227e-06 1.09925e-05 6.48598e-06 6.45786e-06 2.6171e-06 5.25522e-06 3.32203e-06 1.91101e-06 2.75265e-06 2.45242e-06 2.37044e-35 9.85484e-06 0 2.85499e-06 0 0 4.25861e-06 0 2.41577e-06 1.27749e-35 2.81663e-06 0 0 5.5773e-06 2.14374e-06 0 3.63233e-06 0 1.08283e-34 0.0356196 3.57057e-06 0 2.98154e-06 0 3.20344e-06 5.31459e-06 0 3.23843e-06 2.68828e-06 2.66832e-06 1.80491e-06 2.5402e-06 1.57081e-06 2.67379e-06 0 2.8577e-06 3.26321e-06 3.91071e-06 3.93781e-06 0 4.81021e-06 0 1.1782e-05 4.81569e-35 Variance: 6.1318e-06 Variances/cluster: 2.03711e-08 2.90629e-08 3.98978e-08 2.21347e-08 5.02189e-08 2.3172e-08 2.78922e-08 4.04988e-08 3.32923e-08 2.43105e-08 1.91724e-08 2.95938e-08 3.0292e-08 8.79872e-08 3.60885e-08 2.71679e-08 1.93719e-08 4.14296e-08 3.00062e-08 2.10648e-08 4.856e-08 2.19471e-08 3.26309e-08 4.10037e-08 4.23783e-08 4.0355e-07 3.79171e-08 1.75159e-06 3.69002e-08 2.33023e-08 1.14655e-07 3.14385e-08 0 8.95767e-07 0 1.0977e-07 0 0 4.05449e-08 0 2.43996e-08 0 2.04085e-08 0 0 4.12998e-08 1.83204e-08 0 2.88255e-08 0 0 0.035575 2.17699e-08 0 3.01139e-08 0 4.15995e-08 3.10768e-08 0 3.63839e-08 3.53693e-08 3.03192e-08 2.00522e-08 2.56561e-08 5.23548e-08 2.57064e-08 0 2.16474e-08 2.20468e-08 4.11628e-08 4.23281e-08 0 1.65857e-07 0 4.3302e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #125 of 1000; initialization seed = 493576350 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 725979 Distortion: 0.000216671 Distortions/cluster: 1.88978e-06 1.96974e-06 2.04229e-06 4.81569e-35 1.92252e-06 4.67979e-06 9.64317e-35 2.4763e-06 4.2233e-06 2.29434e-06 1.27749e-35 1.38559e-06 3.26069e-06 1.08283e-34 2.9248e-06 6.09278e-06 7.09137e-06 7.04632e-06 6.11011e-06 2.37044e-35 3.91635e-06 4.14721e-06 3.35815e-06 7.00487e-06 2.53627e-06 0 1.85071e-06 5.54074e-06 8.52557e-06 4.1753e-06 4.05759e-06 1.79103e-06 1.45922e-06 0 1.85562e-06 0 5.25522e-06 3.5587e-06 3.95406e-06 6.45786e-06 2.3072e-06 2.41122e-06 4.52931e-06 0 2.65528e-06 6.55694e-06 1.84247e-06 5.0498e-06 0 2.5799e-06 0 2.67228e-06 3.68256e-06 1.55263e-06 0 2.3046e-06 9.85484e-06 2.28709e-06 0 1.91676e-06 2.32818e-06 7.50514e-06 2.64947e-06 0 4.03697e-06 2.32119e-06 0 0 0 4.44494e-06 5.64078e-06 4.05068e-06 4.05875e-06 0 2.57744e-06 0 Variance: 3.70757e-08 Variances/cluster: 2.62443e-08 2.0097e-08 2.49035e-08 2.67973e-31 1.90326e-08 4.17701e-08 6.86694e-32 2.04635e-08 6.81109e-08 5.21394e-08 0 2.88637e-08 2.78667e-08 0 2.26709e-08 4.17179e-08 4.99243e-08 3.08948e-08 4.84779e-08 0 4.25653e-08 4.18884e-08 2.66497e-08 4.66842e-08 9.75393e-08 0 5.00148e-08 1.38473e-07 3.58102e-08 4.6898e-08 2.66923e-08 2.79824e-08 2.39192e-08 0 2.18283e-08 0 1.75159e-06 2.59736e-08 2.86501e-08 4.0355e-07 2.45425e-08 2.11488e-08 3.74291e-08 0 2.82452e-08 4.36985e-08 2.21965e-08 3.25687e-08 0 3.48608e-08 0 2.10397e-08 2.37564e-08 2.67671e-08 0 1.82889e-08 8.95767e-07 2.11749e-08 0 2.03893e-08 3.63745e-08 4.38755e-08 2.08595e-08 0 3.60415e-08 2.44308e-08 0 0 0 1.70945e-07 2.93765e-08 3.21455e-08 4.18392e-08 0 2.5266e-08 0 -------------------------------------------------------------- Initialization seed trial #126 of 1000; initialization seed = 493576351 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 726658 Distortion: 0.000210995 Distortions/cluster: 6.45786e-06 2.81283e-06 2.79896e-06 3.14137e-06 9.64317e-35 4.3214e-06 5.25522e-06 2.9921e-06 4.81569e-35 4.77653e-06 2.71673e-06 2.18166e-06 5.2369e-06 7.89415e-06 2.65344e-06 2.23843e-06 2.78482e-06 2.07767e-06 3.19528e-06 2.25557e-06 3.22166e-06 5.25767e-06 4.41085e-06 3.02727e-06 3.79068e-06 3.42095e-06 2.37044e-35 1.83115e-06 1.08283e-34 3.12309e-06 0 3.35088e-06 2.20531e-06 2.19904e-06 2.71358e-06 3.49012e-06 0 2.55331e-06 2.68606e-06 5.24515e-06 3.08717e-06 4.34991e-06 4.84115e-06 1.27749e-35 3.43254e-06 3.67924e-06 0 1.9045e-06 2.8818e-06 0 4.18362e-06 3.60773e-06 2.75169e-06 3.05859e-06 4.13968e-06 0 0 2.68252e-06 3.5732e-06 2.85793e-06 4.97762e-06 0 2.01112e-06 2.51933e-06 3.11812e-06 0 2.05483e-06 3.43952e-06 3.16965e-06 0 0 0 2.72179e-06 2.54572e-06 9.85484e-06 5.23383e-06 Variance: 3.61046e-08 Variances/cluster: 4.0355e-07 2.58027e-08 4.4424e-08 3.56945e-08 6.86694e-32 4.07545e-08 1.75159e-06 2.2495e-08 2.67973e-31 4.72778e-08 2.20849e-08 3.25513e-08 2.87648e-08 9.07286e-08 3.4911e-08 2.05343e-08 3.86652e-08 3.14769e-08 3.01415e-08 3.69742e-08 3.39009e-08 3.98179e-08 4.23982e-08 3.98193e-08 2.70674e-08 2.31125e-08 0 4.94862e-08 0 2.38375e-08 0 4.03685e-08 3.15016e-08 2.05494e-08 2.02488e-08 2.90815e-08 0 2.68746e-08 3.78294e-08 5.82618e-08 2.32096e-08 4.39252e-08 1.72882e-07 0 3.65132e-08 1.94652e-08 0 3.02274e-08 1.92097e-08 0 4.18326e-08 4.50927e-08 2.33174e-08 2.09474e-08 3.69495e-08 0 0 2.94756e-08 2.32006e-08 2.48494e-08 1.38221e-07 0 2.5455e-08 2.57045e-08 2.6416e-08 0 3.161e-08 3.09839e-08 2.18578e-08 0 0 0 3.58013e-08 2.40139e-08 8.95767e-07 3.84717e-08 -------------------------------------------------------------- Initialization seed trial #127 of 1000; initialization seed = 493576352 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 722767 Distortion: 0.000232874 Distortions/cluster: 4.9882e-06 2.68952e-06 2.45348e-05 2.74442e-06 2.12789e-06 4.23368e-06 2.90933e-06 2.70099e-06 2.95492e-06 3.26611e-06 2.37044e-35 3.1655e-06 2.082e-06 1.59192e-05 4.36465e-06 3.36911e-06 3.57191e-06 2.89341e-06 4.56695e-06 6.28632e-06 1.27749e-35 2.79836e-06 2.56678e-06 2.7688e-06 3.45465e-06 1.99057e-06 2.19356e-06 9.64317e-35 5.13617e-06 6.2141e-06 0 5.25815e-06 2.37295e-06 0 5.5724e-06 0 2.32581e-06 2.06875e-06 3.36905e-06 0 2.43234e-06 5.20054e-06 3.09426e-06 4.57046e-06 1.8367e-06 4.22573e-06 0 5.0143e-06 3.11168e-06 3.53508e-06 1.89212e-06 2.26919e-06 0 2.11619e-06 4.21493e-06 1.83034e-06 4.05957e-06 0 1.08283e-34 8.66831e-06 0 0 2.91974e-06 4.05144e-06 0 3.37813e-06 0 0 3.77256e-06 0 4.30347e-06 0 6.05001e-06 0 2.8676e-06 4.81569e-35 Variance: 3.98483e-08 Variances/cluster: 3.07886e-08 3.49261e-08 2.72576e-06 3.26611e-08 5.18838e-08 2.47562e-08 2.34603e-08 3.60109e-08 2.08068e-08 3.47427e-08 0 4.10979e-08 2.10279e-08 7.5794e-07 2.49384e-08 3.17814e-08 2.42966e-08 3.14474e-08 1.69132e-07 3.11103e-08 0 2.59077e-08 3.61491e-08 2.34623e-08 3.56118e-08 4.23497e-08 2.109e-08 6.86694e-32 3.6415e-08 2.91716e-08 0 1.34779e-07 3.54141e-08 0 4.64212e-08 0 2.64272e-08 4.59581e-08 3.8713e-08 0 2.58735e-08 2.68045e-08 3.51505e-08 3.2404e-08 2.82544e-08 4.22537e-08 0 3.07595e-08 2.39331e-08 5.35571e-08 1.8919e-08 1.77265e-08 0 1.94128e-08 3.90144e-08 4.94642e-08 3.97866e-08 0 0 9.63048e-08 0 0 4.23011e-08 3.85725e-08 0 3.71102e-08 0 0 2.30014e-08 0 3.23541e-08 0 3.00896e-08 0 2.60669e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #128 of 1000; initialization seed = 493576353 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 69 BIC score: 726334 Distortion: 0.000216084 Distortions/cluster: 6.60457e-07 4.05473e-06 1.42539e-06 1.057e-06 8.85805e-06 6.91562e-06 5.48079e-06 3.41574e-06 4.35252e-06 2.43122e-06 2.63365e-06 1.28717e-06 2.23525e-06 9.64317e-35 1.08283e-34 2.41434e-06 2.82982e-06 3.00334e-06 2.37044e-35 1.37992e-06 1.53012e-06 3.11379e-06 1.27722e-06 2.42453e-06 2.35775e-06 4.21962e-06 5.98029e-06 5.54074e-06 5.04973e-06 4.3463e-06 5.46689e-06 0 8.29035e-06 0 0 0 0 4.63555e-06 0 6.76559e-06 3.23224e-06 0 0 0 6.96421e-06 4.96529e-06 2.66003e-06 0 8.22339e-06 7.61735e-06 3.09177e-06 6.8288e-06 1.27749e-35 0 5.25522e-06 2.50113e-06 1.90504e-06 0 3.73251e-06 3.96171e-06 2.62457e-06 4.56695e-06 2.02623e-06 1.99899e-06 3.92088e-06 3.24772e-06 4.81569e-35 0 2.55404e-06 4.19893e-06 2.10222e-06 0 6.92794e-06 0 2.07089e-06 3.47263e-06 Variance: 3.69754e-08 Variances/cluster: 2.20059e-07 2.77697e-08 1.926e-08 2.45784e-08 8.85674e-07 4.29403e-08 2.52549e-08 2.37181e-08 4.35108e-08 3.79852e-08 1.81615e-08 1.95008e-08 2.40329e-08 6.86694e-32 0 2.59584e-08 3.87623e-08 4.84366e-08 0 2.87455e-08 1.88882e-08 2.80497e-08 1.63727e-08 2.92086e-08 2.4304e-08 4.17748e-08 2.82064e-08 1.38473e-07 3.23595e-08 2.99716e-08 4.47963e-08 0 9.41992e-08 0 0 0 0 4.17479e-08 0 4.36345e-08 3.99007e-08 0 0 0 4.97294e-08 2.85337e-08 3.12917e-08 0 3.55876e-08 4.47935e-08 2.73582e-08 5.0196e-08 0 0 1.75159e-06 1.86629e-08 5.01283e-08 0 3.62348e-08 3.07084e-08 3.49915e-08 1.69132e-07 2.85359e-08 2.46759e-08 3.53203e-08 3.09278e-08 2.67973e-31 0 1.77348e-08 2.67425e-08 2.18962e-08 0 3.07807e-08 0 2.17962e-08 2.89353e-07 -------------------------------------------------------------- Initialization seed trial #129 of 1000; initialization seed = 493576354 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 727137 Distortion: 0.000211879 Distortions/cluster: 9.64317e-35 4.14199e-06 4.99323e-06 5.9104e-06 1.8327e-06 3.40445e-06 2.37044e-35 3.26353e-06 2.81803e-06 0 3.33844e-06 5.25522e-06 3.85622e-06 3.51838e-06 2.68974e-06 2.91903e-06 0 6.10067e-06 5.01001e-06 4.57558e-06 0 5.09631e-06 2.59575e-06 5.66059e-06 3.03549e-06 0 6.00592e-06 3.50721e-06 1.68568e-06 0 4.27414e-06 3.20814e-06 5.63154e-06 0 2.90257e-06 1.86017e-06 4.3569e-06 5.05061e-06 3.52349e-06 2.97002e-06 3.79578e-06 3.66949e-06 2.74072e-06 4.81569e-35 0 4.16996e-06 2.56857e-06 0 5.38098e-06 2.54532e-06 1.27749e-35 3.52787e-06 3.25832e-06 9.85484e-06 0 0 3.89517e-06 4.1236e-06 0 0 2.22308e-06 0 2.11961e-06 2.4682e-06 3.30266e-06 7.23966e-07 1.34178e-06 0 4.54166e-06 3.25884e-06 2.34455e-06 3.93794e-06 3.1997e-06 7.89415e-06 1.08283e-34 0 Variance: 3.62558e-08 Variances/cluster: 6.86694e-32 2.36664e-08 2.29027e-08 3.93959e-07 2.08242e-08 2.39729e-08 0 2.51013e-08 1.9433e-08 0 2.7588e-08 1.75159e-06 2.85621e-08 2.68491e-08 2.89194e-08 2.67769e-08 0 3.88546e-08 4.68079e-08 2.65934e-08 0 2.56074e-08 4.0545e-08 5.54911e-08 3.6134e-08 0 4.96322e-08 3.69147e-08 2.13353e-08 0 1.64378e-07 1.89814e-08 3.70377e-08 0 3.81792e-08 8.45249e-08 3.00447e-08 4.24387e-08 2.91173e-08 3.41268e-08 3.64859e-08 3.82112e-08 4.15127e-08 2.67973e-31 0 4.04717e-08 1.9909e-08 0 3.03911e-08 1.97288e-08 0 2.24685e-08 4.12322e-08 8.95767e-07 0 0 2.40421e-08 3.17171e-08 0 0 1.30756e-07 0 1.11521e-07 2.37298e-08 3.97784e-08 8.04102e-08 2.06408e-08 0 3.94892e-08 2.71544e-08 2.36803e-08 3.64505e-08 3.67671e-08 9.07286e-08 0 0 -------------------------------------------------------------- Initialization seed trial #130 of 1000; initialization seed = 493576355 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 65 BIC score: 725233 Distortion: 0.000221377 Distortions/cluster: 2.8255e-06 2.83614e-06 4.81569e-35 3.72417e-06 2.96683e-06 2.28664e-06 9.64317e-35 5.25522e-06 6.45786e-06 2.70678e-06 2.37044e-35 1.99508e-06 3.99457e-06 1.27749e-35 4.79798e-06 7.53074e-06 1.84581e-06 2.59058e-06 0 3.37433e-06 5.16964e-06 1.87337e-06 1.43601e-06 7.28859e-06 2.27548e-06 6.61125e-06 0 2.16531e-06 1.7407e-06 7.02261e-06 8.20243e-06 2.94234e-06 1.92955e-06 0 7.31389e-06 2.03152e-06 4.7397e-06 9.85484e-06 0 0 7.08256e-06 6.50525e-06 0 4.56695e-06 0 2.00132e-06 0 3.42486e-06 2.49028e-06 6.24785e-06 3.45092e-06 2.38058e-06 2.9265e-06 0 5.22638e-06 1.85283e-06 0 9.03878e-06 4.13132e-06 4.98358e-06 1.08283e-34 3.469e-06 0 0 4.18668e-06 3.80672e-06 0 2.27676e-06 4.0044e-06 0 4.99281e-06 0 1.93229e-06 2.61244e-06 0 0 Variance: 3.7881e-08 Variances/cluster: 2.00366e-08 2.86453e-08 2.67973e-31 4.27924e-08 2.1813e-08 3.08979e-08 6.86694e-32 1.75159e-06 4.0355e-07 2.13114e-08 0 1.70504e-08 5.3976e-08 0 4.32213e-08 3.23101e-08 3.02565e-08 2.8156e-08 0 3.79105e-08 3.02219e-08 1.83647e-08 2.39313e-08 3.77615e-08 2.58554e-08 4.34811e-08 0 2.02343e-08 2.63713e-08 4.84162e-08 5.09304e-08 2.21202e-08 2.35291e-08 0 3.43264e-08 2.05186e-08 3.91582e-08 8.95767e-07 0 0 4.75198e-08 4.11594e-08 0 1.69132e-07 0 2.50135e-08 0 2.80696e-08 2.39429e-08 5.38429e-08 2.57509e-08 2.05201e-08 3.65785e-08 0 3.2061e-08 3.08777e-08 0 1.0042e-07 3.89716e-08 1.31104e-07 0 2.31246e-08 0 0 3.22022e-08 2.55462e-08 0 2.29955e-08 4.08587e-08 0 3.64406e-08 0 2.22077e-08 2.53612e-08 0 0 -------------------------------------------------------------- Initialization seed trial #131 of 1000; initialization seed = 493576356 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 594511 Distortion: 0.00411934 Distortions/cluster: 3.3637e-06 3.60489e-06 3.13068e-06 7.76697e-06 2.40936e-06 1.47253e-06 2.59992e-06 4.25254e-06 2.37187e-06 4.27414e-06 3.20738e-06 2.66858e-06 4.54438e-06 3.57237e-06 4.81569e-35 9.64317e-35 4.1702e-06 2.4479e-06 5.9104e-06 2.23271e-06 2.97632e-06 3.13422e-06 2.16094e-06 2.37044e-35 2.84665e-06 4.43998e-06 0 3.17477e-06 2.84329e-06 2.75265e-06 2.85499e-06 3.28717e-06 1.87684e-06 3.49122e-06 0 2.69273e-06 2.86243e-06 6.02665e-06 4.66905e-06 1.57599e-06 0 2.12252e-06 0 3.57969e-06 3.52347e-06 3.77905e-06 2.84639e-06 2.18679e-06 3.03414e-06 2.31175e-06 0 4.16321e-06 1.60027e-06 0 2.29094e-06 3.14541e-06 3.82222e-06 2.13756e-06 1.73362e-06 0 1.95103e-06 2.22308e-06 0 4.72483e-06 3.6815e-06 5.25522e-06 0 1.42014e-06 0.00391362 4.09921e-06 9.85484e-06 5.2302e-06 1.40976e-06 2.85966e-06 1.80673e-06 1.25484e-06 Variance: 7.04883e-07 Variances/cluster: 2.9764e-08 3.33675e-08 4.22923e-08 9.03049e-08 1.67302e-08 3.06742e-08 2.20313e-08 3.40175e-08 2.37166e-08 1.64378e-07 3.77305e-08 2.83866e-08 4.02026e-08 3.84103e-08 2.67973e-31 6.86694e-32 2.81678e-08 1.86846e-08 3.93959e-07 3.54366e-08 3.72011e-08 3.82096e-08 2.84307e-08 0 2.04777e-08 2.61089e-08 0 3.48845e-08 2.34962e-08 1.14655e-07 1.0977e-07 5.30143e-08 2.68096e-08 4.78106e-08 0 3.73961e-08 2.36541e-08 3.74205e-08 4.16744e-08 1.94545e-08 0 2.41174e-08 0 2.52069e-08 3.70778e-08 4.34338e-08 3.95201e-08 2.1866e-08 2.83539e-08 2.85375e-08 0 3.81822e-08 2.10542e-08 0 2.14088e-08 2.1994e-08 3.82108e-08 1.90831e-08 2.25118e-08 0 2.74769e-08 1.30756e-07 0 3.14886e-08 2.24462e-08 1.75159e-06 0 2.53566e-08 0.00391989 2.84643e-08 8.95767e-07 4.11692e-08 1.90485e-08 2.11808e-08 1.80651e-08 2.16326e-08 -------------------------------------------------------------- Initialization seed trial #132 of 1000; initialization seed = 493576357 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498841 Distortion: 0.0358296 Distortions/cluster: 4.52882e-06 2.72706e-06 3.01481e-06 1.43987e-06 2.22308e-06 4.81569e-35 2.61104e-06 1.66385e-06 3.45696e-06 3.1498e-06 2.37044e-35 2.68967e-06 6.17326e-06 1.27749e-35 1.41872e-06 5.03602e-06 3.14613e-06 2.43301e-06 2.98807e-06 2.68323e-06 2.97019e-06 2.82447e-06 2.80373e-06 6.26274e-06 4.38015e-06 1.57828e-06 3.11199e-06 4.39239e-06 2.45942e-06 3.38592e-06 5.9104e-06 1.93845e-06 4.57358e-06 1.92054e-06 2.68478e-06 4.56695e-06 3.41696e-06 2.78768e-06 0 2.0812e-06 1.08283e-34 5.18454e-06 0 0 0 0 1.56491e-06 5.10728e-06 1.85329e-06 3.64927e-06 2.79553e-06 0 4.57698e-06 9.85484e-06 5.15681e-06 0 0.0356196 5.25522e-06 0 2.64734e-06 8.29035e-06 0 0 2.70621e-06 3.59943e-06 3.14891e-06 3.46186e-06 0 4.45449e-06 2.67246e-06 2.63149e-06 3.02778e-06 5.00323e-06 1.33102e-06 2.61744e-06 3.99887e-06 Variance: 6.131e-06 Variances/cluster: 4.00656e-08 3.84067e-08 2.79125e-08 2.11727e-08 1.30756e-07 2.67973e-31 3.30483e-08 3.19951e-08 2.65897e-08 4.77082e-08 0 3.58595e-08 4.5377e-08 0 2.48873e-08 3.99553e-08 4.03315e-08 2.07928e-08 2.31613e-08 2.98111e-08 2.62762e-08 2.07657e-08 2.03151e-08 4.92981e-08 3.04146e-08 3.84921e-08 3.70442e-08 2.46739e-08 2.29832e-08 2.28759e-08 3.93959e-07 2.25374e-08 2.4984e-08 2.0429e-08 2.31419e-08 1.69132e-07 2.97031e-08 2.04958e-08 0 3.6509e-08 0 1.3639e-07 0 0 0 0 3.00917e-08 3.47321e-08 2.98891e-08 2.76435e-08 2.68769e-08 0 4.19769e-08 8.95767e-07 4.02745e-08 0 0.035575 1.75159e-06 0 2.26248e-08 9.41992e-08 0 0 3.51338e-08 2.06845e-08 2.21735e-08 5.32547e-08 0 2.23824e-08 3.14303e-08 2.8915e-08 3.93088e-08 4.85601e-08 3.32723e-08 3.11574e-08 2.36599e-08 -------------------------------------------------------------- Initialization seed trial #133 of 1000; initialization seed = 493576358 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 494589 Distortion: 0.0397658 Distortions/cluster: 8.55988e-06 0.0356196 2.37896e-06 0.00391362 3.81232e-06 2.97379e-06 2.76228e-06 2.18722e-06 1.73143e-06 0 2.5549e-06 2.19125e-06 3.31419e-06 3.01797e-06 4.48958e-06 5.11945e-06 2.20922e-06 4.47325e-06 2.37044e-35 1.59192e-05 2.50415e-06 2.51037e-06 4.62446e-06 3.74015e-06 2.35628e-06 1.8779e-06 4.56695e-06 4.12239e-06 0 4.20415e-06 4.98951e-06 0 2.64287e-06 6.65329e-06 3.1128e-06 5.45207e-06 2.6095e-06 4.03548e-06 4.85312e-06 0 4.63754e-06 0 5.02915e-06 0 0 0 2.4104e-06 2.46213e-06 3.51345e-06 4.46279e-06 2.53648e-06 4.25719e-06 3.36255e-06 2.93543e-06 0 3.22448e-06 0 3.16517e-06 4.81569e-35 4.48719e-06 4.35199e-06 3.28264e-06 2.91746e-06 2.3001e-06 2.45608e-06 2.43818e-06 0 5.1299e-06 0 0 2.63348e-06 2.45348e-05 0 3.52387e-06 0 0 Variance: 6.80455e-06 Variances/cluster: 9.61687e-08 0.035575 2.1625e-08 0.00391989 4.59162e-08 2.17042e-08 3.36834e-08 3.58447e-08 3.53247e-08 0 4.05407e-08 3.71367e-08 1.89366e-08 3.86889e-08 3.53396e-08 2.84389e-08 3.7442e-08 3.85499e-08 0 7.5794e-07 2.72166e-08 3.30283e-08 2.56889e-08 2.99113e-08 3.51568e-08 5.07496e-08 1.69132e-07 3.00875e-08 0 2.87921e-08 2.78719e-08 0 2.64264e-08 2.89248e-08 2.27192e-08 3.18807e-08 4.01427e-08 2.6901e-08 3.56731e-08 0 4.77953e-08 0 1.32302e-07 0 0 0 3.82484e-08 3.37252e-08 2.83318e-08 2.87827e-08 3.57219e-08 4.89288e-08 2.06268e-08 3.62289e-08 0 2.38829e-08 0 3.8122e-08 2.67973e-31 2.578e-08 2.45846e-08 2.64706e-08 3.00743e-08 3.53746e-08 3.66556e-08 2.25737e-08 0 3.07149e-08 0 0 4.11344e-08 2.72576e-06 0 3.82903e-08 0 0 -------------------------------------------------------------- Initialization seed trial #134 of 1000; initialization seed = 493576359 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 726806 Distortion: 0.000211325 Distortions/cluster: 1.96687e-06 1.51444e-06 0 3.66201e-06 6.76796e-06 9.85484e-06 2.415e-06 4.62046e-06 2.91041e-06 1.72494e-06 6.13288e-06 1.62426e-06 4.81569e-35 1.96565e-06 1.83641e-06 2.96622e-06 1.16732e-05 2.97723e-06 1.71252e-06 2.73202e-06 5.25522e-06 2.02954e-06 1.01015e-05 1.30555e-06 1.27749e-35 1.7841e-06 3.36727e-06 1.87117e-06 1.04911e-05 2.09372e-06 9.64317e-35 5.19904e-06 6.23038e-06 2.29051e-06 5.36468e-06 1.72013e-06 2.37044e-35 0 2.10153e-06 2.25287e-06 1.72208e-06 1.94076e-06 2.99802e-06 6.92808e-06 0 1.56127e-06 5.58964e-06 0 1.73317e-06 1.52004e-06 4.74299e-06 0 3.60228e-06 3.60624e-06 2.53491e-06 5.99597e-06 1.73805e-06 2.03006e-06 1.85457e-06 0 3.60653e-06 2.276e-06 0 1.84373e-06 2.39818e-06 1.68907e-06 2.40408e-06 2.26999e-06 2.12292e-06 1.61893e-06 0 1.5221e-06 2.96217e-06 2.28057e-06 1.08283e-34 1.71659e-06 Variance: 3.6161e-08 Variances/cluster: 2.69411e-08 1.96664e-08 0 1.07697e-07 4.86758e-08 8.95767e-07 2.71324e-08 2.99999e-08 2.69459e-08 4.312e-08 4.31752e-08 3.77707e-08 2.67973e-31 2.28543e-08 2.58627e-08 2.55686e-08 4.12349e-08 2.02509e-08 3.1134e-08 1.994e-08 1.75159e-06 3.07479e-08 4.65353e-08 2.51046e-08 0 3.1856e-08 2.37107e-08 3.28254e-08 3.26718e-08 1.61041e-07 6.86694e-32 1.33264e-07 4.266e-08 3.05377e-08 4.83155e-08 3.3726e-08 0 0 2.62665e-08 1.4079e-07 2.2657e-08 3.03218e-08 2.32377e-08 4.74374e-08 0 1.6433e-08 3.99189e-07 0 4.95149e-08 1.76728e-08 4.19596e-08 0 2.45032e-08 2.10873e-08 2.41399e-08 8.56477e-08 2.59386e-08 2.15944e-08 1.71705e-08 0 4.05094e-08 3.92379e-08 0 2.97351e-08 3.63329e-08 1.81604e-08 2.12727e-08 1.93999e-08 2.46822e-08 3.17412e-08 0 3.30855e-08 2.21038e-08 3.08157e-08 0 1.8657e-08 -------------------------------------------------------------- Initialization seed trial #135 of 1000; initialization seed = 493576360 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 594460 Distortion: 0.00412246 Distortions/cluster: 2.54398e-06 1.59671e-06 3.41444e-06 2.98697e-06 3.67792e-06 3.63137e-06 0.00391362 1.15643e-06 9.64317e-35 4.18551e-06 2.42078e-06 1.90759e-06 2.88724e-06 2.08792e-06 2.37044e-35 2.14273e-06 3.4453e-06 1.62723e-06 3.33179e-06 0 2.18394e-06 5.25522e-06 4.56695e-06 6.40465e-06 1.12673e-06 2.55046e-06 1.8763e-06 2.2647e-06 3.30251e-06 1.9587e-06 3.86512e-06 3.71979e-06 3.80499e-06 2.22882e-06 3.1933e-06 2.9918e-06 3.76357e-06 3.66695e-06 5.36424e-06 2.99446e-06 0 2.80133e-06 1.62742e-06 3.03596e-06 3.1153e-06 2.33374e-06 0 0 2.82397e-06 6.3522e-06 0 4.81569e-35 2.14253e-06 6.69771e-06 9.85484e-06 7.89415e-06 2.41433e-06 3.70429e-06 2.85166e-06 0 5.9104e-06 4.208e-06 3.42778e-06 0 2.41019e-06 3.4664e-06 2.74307e-06 3.49524e-06 0 4.80634e-06 0 2.21132e-06 1.51548e-06 2.581e-06 2.45351e-06 1.83589e-06 Variance: 7.05418e-07 Variances/cluster: 3.74082e-08 1.99571e-08 3.1315e-08 2.07404e-08 3.99644e-08 3.36132e-08 0.00391989 2.62794e-08 6.86694e-32 2.56695e-08 2.60276e-08 2.16753e-08 1.92466e-08 2.3457e-08 0 4.12026e-08 3.8278e-08 1.73089e-08 2.00693e-08 0 2.29868e-08 1.75159e-06 1.69132e-07 2.71361e-08 8.664e-08 3.54113e-08 1.76994e-08 2.48839e-08 3.47529e-08 2.68289e-08 2.5759e-08 3.23354e-08 1.22701e-07 3.84153e-08 4.20044e-08 3.11618e-08 3.65363e-08 4.26351e-08 4.39654e-08 2.35761e-08 0 2.69332e-08 1.91439e-08 3.99336e-08 3.94212e-08 2.8809e-08 0 0 3.208e-08 5.47556e-08 0 2.67973e-31 2.93472e-08 3.87118e-08 8.95767e-07 9.07286e-08 2.62404e-08 3.898e-08 2.43703e-08 0 3.93959e-07 4.16608e-08 3.68456e-08 0 3.44198e-08 5.02227e-08 2.42728e-08 3.97056e-08 0 3.87577e-08 0 2.57107e-08 1.70264e-08 2.15065e-08 1.99455e-08 2.35349e-08 -------------------------------------------------------------- Initialization seed trial #136 of 1000; initialization seed = 493576361 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 494002 Distortion: 0.0397434 Distortions/cluster: 3.81345e-06 4.11741e-06 4.03881e-06 2.95597e-06 4.52837e-06 2.97577e-06 3.18456e-06 4.99639e-06 2.21828e-06 6.45786e-06 2.46371e-06 1.34463e-06 2.75383e-06 4.72544e-06 1.44359e-06 1.80219e-06 6.15034e-06 2.84644e-06 5.64239e-06 4.02928e-06 2.64945e-06 4.53121e-06 1.95579e-06 2.9601e-06 3.22668e-06 1.88575e-06 2.47931e-06 5.18454e-06 3.45481e-06 4.35091e-06 3.41006e-06 3.4398e-06 3.30681e-06 3.04513e-06 2.37044e-35 0 2.23731e-06 0 0 0 5.33531e-06 2.23825e-06 2.01889e-06 0.0356196 3.20213e-06 1.67012e-06 2.09725e-06 0 0 2.48131e-06 9.85484e-06 1.62282e-06 1.87918e-06 2.82705e-06 3.64877e-06 0.00391362 2.14153e-06 1.6606e-06 2.67061e-06 2.13993e-06 4.81569e-35 8.29035e-06 0 3.94379e-06 3.70315e-06 4.56695e-06 0 3.72815e-06 4.08884e-06 3.36661e-06 1.70109e-06 1.87583e-06 0 1.58068e-06 0 5.25522e-06 Variance: 6.80071e-06 Variances/cluster: 3.85163e-08 2.89862e-08 4.25002e-08 2.48371e-08 3.23349e-08 3.30613e-08 1.99011e-08 2.70052e-08 3.30981e-08 4.0355e-07 3.67689e-08 2.20412e-08 2.13456e-08 2.99049e-08 2.22067e-08 2.43517e-08 2.88723e-08 5.37015e-08 4.82111e-08 3.27555e-08 2.32381e-08 2.50318e-08 4.34585e-08 3.40135e-08 2.37235e-08 2.35699e-08 3.5416e-08 1.3639e-07 4.42778e-08 4.10329e-08 2.93873e-08 3.6975e-08 5.00882e-08 3.71334e-08 0 0 2.51353e-08 0 0 0 2.9971e-08 3.55245e-08 2.34734e-08 0.035575 3.55677e-08 2.4925e-08 2.83387e-08 0 0 2.05045e-08 8.95767e-07 4.77257e-08 2.409e-08 3.36525e-08 2.44804e-08 0.00391989 1.69948e-08 2.59446e-08 3.51281e-08 2.89151e-08 2.67973e-31 9.41992e-08 0 4.15099e-08 3.93822e-08 1.69132e-07 0 4.60111e-08 2.34971e-08 3.17502e-08 1.86917e-08 1.93367e-08 0 2.359e-08 0 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #137 of 1000; initialization seed = 493576362 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 498674 Distortion: 0.0358519 Distortions/cluster: 3.29514e-06 6.21426e-06 1.7756e-06 1.80203e-06 3.80464e-06 1.846e-06 2.90417e-06 2.37044e-35 4.58845e-06 2.86387e-06 3.34478e-06 3.82566e-06 3.42936e-06 2.05263e-06 2.54598e-06 0 0 1.22905e-06 6.07106e-06 0 3.44628e-06 4.68471e-06 4.56695e-06 0 3.76327e-06 1.42171e-06 1.39241e-06 0.0356196 8.16378e-06 1.3147e-06 4.8543e-06 4.49261e-06 3.36247e-06 2.11402e-06 0 2.9498e-06 3.56757e-06 1.83451e-06 1.27749e-35 1.90302e-06 1.08283e-34 1.59192e-05 4.98275e-06 3.26712e-06 4.82248e-06 2.45348e-05 3.247e-06 2.6495e-06 4.81569e-35 2.83307e-06 2.73067e-06 0 2.09231e-06 3.47541e-06 3.24096e-06 4.93532e-06 4.44093e-06 6.07676e-06 2.27024e-06 0 4.39153e-06 2.98521e-06 2.83474e-06 2.71145e-06 5.54074e-06 2.66689e-06 0 0 0 0 2.18699e-06 0 2.83697e-06 4.75699e-06 2.41714e-06 2.0907e-06 Variance: 6.13482e-06 Variances/cluster: 2.9158e-08 4.46926e-08 2.69006e-08 1.6684e-08 3.3081e-08 1.94298e-08 2.84697e-08 0 3.64049e-08 3.71809e-08 3.98154e-08 4.02572e-08 4.28528e-08 3.10977e-08 1.9141e-08 0 0 1.78103e-08 4.85539e-08 0 2.44396e-08 2.87312e-08 1.69132e-07 0 4.82324e-08 1.97442e-08 1.83191e-08 0.035575 9.38273e-08 2.30624e-08 3.56817e-08 3.90533e-08 4.05091e-08 2.13519e-08 0 2.52099e-08 5.32427e-08 3.21814e-08 0 1.92202e-08 0 7.5794e-07 2.50368e-08 3.75499e-08 3.30277e-08 2.72576e-06 2.84799e-08 3.83959e-08 2.67973e-31 4.96986e-08 2.78615e-08 0 2.27398e-08 2.67316e-08 2.74629e-08 4.40507e-08 4.11062e-08 3.1805e-08 2.57952e-08 0 2.61378e-08 3.82687e-08 2.19728e-08 2.58209e-08 1.38473e-07 2.74913e-08 0 0 0 0 2.87736e-08 0 3.59082e-08 2.99085e-08 1.91814e-08 2.27223e-08 -------------------------------------------------------------- Initialization seed trial #138 of 1000; initialization seed = 493576363 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 494151 Distortion: 0.0397627 Distortions/cluster: 2.08652e-06 3.08647e-06 2.27824e-06 2.84879e-06 4.76779e-06 3.55657e-06 1.59192e-05 3.04023e-06 2.20694e-06 7.89415e-06 4.24799e-06 3.24581e-06 2.86499e-06 5.66248e-06 2.33914e-06 2.37044e-35 2.2553e-06 3.03762e-06 0.00391362 3.21482e-06 2.06385e-06 3.5288e-06 3.80351e-06 2.83052e-06 3.2005e-06 1.64058e-06 0 0 5.26175e-06 0 3.39361e-06 2.85322e-06 2.45708e-06 4.81569e-35 2.34765e-06 0 2.76934e-06 3.33955e-06 2.17006e-06 4.07404e-06 4.63647e-06 3.11284e-06 3.35359e-06 0 4.43047e-06 4.22825e-06 3.23373e-06 3.13541e-06 1.96165e-06 3.68518e-06 0 2.11285e-06 0 3.32522e-06 0 2.45348e-05 3.032e-06 2.39347e-06 3.90104e-06 0 3.18953e-06 0 1.35658e-06 0 0 1.72996e-06 3.94269e-06 6.08201e-06 4.69856e-06 4.56695e-06 3.43316e-06 0.0356196 0 2.67266e-06 3.01457e-06 3.45716e-06 Variance: 6.80402e-06 Variances/cluster: 3.41941e-08 3.80922e-08 1.82243e-08 2.58951e-08 2.6783e-08 3.86456e-08 7.5794e-07 3.102e-08 3.02293e-08 9.07286e-08 4.24762e-08 2.42201e-08 2.04624e-08 5.44422e-08 3.34054e-08 0 2.23278e-08 2.13892e-08 0.00391989 2.24793e-08 2.75155e-08 2.38404e-08 3.72771e-08 3.45073e-08 3.4411e-08 2.1031e-08 0 0 2.75395e-08 0 1.09435e-07 3.7052e-08 3.23196e-08 2.67973e-31 2.23566e-08 0 2.74162e-08 2.54905e-08 2.64618e-08 4.1558e-08 2.66441e-08 2.0343e-08 4.08945e-08 0 3.09796e-08 2.69292e-08 4.89916e-08 5.80437e-08 2.48285e-08 2.79089e-08 0 2.85495e-08 0 3.65378e-08 0 2.72576e-06 2.94344e-08 2.4421e-08 4.64265e-08 0 3.88943e-08 0 1.13007e-07 0 0 1.86001e-08 4.63707e-08 3.21693e-08 3.72782e-08 1.69132e-07 3.36555e-08 0.035575 0 1.99435e-08 3.72047e-08 3.63802e-08 -------------------------------------------------------------- Initialization seed trial #139 of 1000; initialization seed = 493576364 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 498487 Distortion: 0.0360965 Distortions/cluster: 9.85484e-06 2.18596e-06 5.25522e-06 2.29621e-06 3.16686e-06 2.42024e-06 2.26762e-06 2.87421e-06 2.37044e-35 1.27749e-35 2.68234e-06 6.45786e-06 5.77192e-06 2.41508e-06 2.94152e-06 1.54008e-06 6.15325e-06 2.1625e-06 0 1.76371e-06 0 4.17206e-06 3.17224e-06 2.10342e-06 1.01296e-06 2.8035e-06 0 4.56695e-06 2.18192e-06 3.0905e-06 3.53491e-06 4.30862e-06 2.41786e-06 0.0356196 3.48246e-06 3.22875e-06 4.11017e-06 0 5.97999e-06 2.23448e-06 2.8661e-06 1.41793e-06 5.02693e-06 1.42377e-06 2.64078e-06 3.81044e-06 0 0 2.91379e-06 0 0 2.12828e-06 0 2.66935e-06 2.88604e-06 0.000272219 5.12856e-06 1.62359e-06 5.35814e-06 4.93133e-06 0 5.84167e-06 2.59264e-06 3.17024e-06 4.72098e-06 7.32485e-06 0 2.89642e-06 1.08283e-34 2.38485e-06 1.86936e-06 6.26454e-06 0 1.81186e-06 2.38729e-06 4.02961e-06 Variance: 6.17668e-06 Variances/cluster: 8.95767e-07 2.37583e-08 1.75159e-06 2.16604e-08 3.51759e-08 2.78165e-08 2.87016e-08 2.54332e-08 0 0 2.46064e-08 4.0355e-07 4.80849e-08 2.01233e-08 3.03222e-08 1.69225e-08 4.10081e-08 2.00211e-08 0 2.09946e-08 0 5.02491e-08 4.80497e-08 3.89487e-08 2.81358e-08 1.92004e-08 0 1.69132e-07 3.63622e-08 2.27223e-08 3.10048e-08 3.88037e-08 2.3246e-08 0.035575 3.22422e-08 3.04572e-08 2.52136e-08 0 1.45805e-07 3.33479e-08 2.60523e-08 3.0166e-08 2.93946e-08 3.4724e-08 2.87013e-08 4.64647e-08 0 0 3.27364e-08 0 0 1.88326e-08 0 3.60691e-08 2.80174e-08 3.20226e-06 4.00539e-08 4.91953e-08 3.28614e-08 4.21343e-08 0 3.28077e-08 3.65132e-08 2.28048e-08 3.71613e-08 3.15622e-08 0 2.0986e-08 0 3.90926e-08 1.96757e-08 4.47324e-08 0 3.48413e-08 2.13132e-08 2.45686e-08 -------------------------------------------------------------- Initialization seed trial #140 of 1000; initialization seed = 493576365 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 594821 Distortion: 0.00412033 Distortions/cluster: 4.15254e-06 9.64317e-35 4.60377e-06 4.62827e-06 3.35645e-06 1.91588e-06 2.77493e-06 2.96451e-06 2.55616e-06 4.06102e-06 0.00391362 1.59867e-06 2.47537e-06 2.67592e-06 1.82997e-06 3.45764e-06 2.85091e-06 4.27414e-06 2.37044e-35 2.92881e-06 4.74371e-06 2.45218e-06 0 0 3.59094e-06 1.6965e-06 4.26875e-06 0 4.52581e-06 5.40917e-06 0 6.15577e-06 1.87355e-06 3.18275e-06 4.81569e-35 1.791e-06 2.85499e-06 3.10894e-06 0 2.63861e-06 2.53405e-06 2.07759e-06 7.89415e-06 2.24717e-06 1.38309e-06 0 4.11814e-06 5.7264e-06 3.08281e-06 3.63246e-06 9.85484e-06 0 4.11586e-06 4.31372e-06 2.02063e-06 2.08708e-06 0 3.1825e-06 5.3007e-06 0 2.86428e-06 2.08487e-06 2.44846e-06 2.72698e-06 3.92044e-06 3.91917e-06 0 0 2.95134e-06 5.25522e-06 3.19424e-06 1.35122e-06 2.5342e-06 2.87517e-06 2.14759e-06 3.46371e-06 Variance: 7.05053e-07 Variances/cluster: 4.06978e-08 6.86694e-32 4.1844e-07 4.16823e-08 4.1434e-08 1.84203e-08 5.13832e-08 3.90033e-08 1.111e-07 3.19661e-08 0.00391989 2.16018e-08 1.96435e-08 2.41045e-08 2.37637e-08 2.09535e-08 3.23938e-08 1.64378e-07 0 3.3279e-08 2.96452e-08 3.55363e-08 0 0 2.3779e-08 1.90597e-08 3.8794e-08 0 2.97653e-08 4.25781e-08 0 3.20507e-08 2.88213e-08 3.57496e-08 2.67973e-31 2.10683e-08 1.0977e-07 4.78154e-08 0 2.66501e-08 3.47103e-08 3.84708e-08 9.07286e-08 2.52461e-08 2.38438e-08 0 2.33965e-08 2.39577e-08 2.75227e-08 3.82334e-08 8.95767e-07 0 2.3789e-08 2.81918e-08 1.88822e-08 2.64165e-08 0 2.84128e-08 4.10784e-08 0 3.21725e-08 2.54229e-08 1.63213e-07 2.03488e-08 2.74067e-08 3.8791e-08 0 0 2.4592e-08 1.75159e-06 3.94325e-08 2.1446e-08 3.83842e-08 4.04918e-08 1.74585e-08 3.76374e-08 -------------------------------------------------------------- Initialization seed trial #141 of 1000; initialization seed = 493576366 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 499019 Distortion: 0.035834 Distortions/cluster: 1.52365e-06 2.93166e-06 4.74687e-06 4.30195e-06 2.85473e-06 3.87715e-06 3.47009e-06 2.25396e-06 3.92247e-06 2.88268e-06 5.5596e-06 4.56695e-06 2.46232e-06 3.5162e-06 3.05804e-06 2.28726e-06 2.10925e-06 4.31596e-06 3.9305e-06 2.77729e-06 3.43453e-06 1.95496e-06 1.5847e-06 1.08283e-34 3.74751e-06 5.00068e-06 3.34792e-06 5.81371e-06 2.68634e-06 2.83792e-06 2.3938e-06 2.52321e-06 0.0356196 2.37044e-35 8.54309e-06 0 3.37231e-06 6.45786e-06 0 3.6961e-06 3.6004e-06 4.25897e-06 2.49016e-06 0 2.71081e-06 0 9.85484e-06 5.86819e-06 0 1.58181e-06 4.00518e-06 2.22279e-06 0 3.60443e-06 4.38405e-06 4.81569e-35 1.90021e-06 1.91311e-06 0 0 3.2544e-06 0 3.23684e-06 5.25522e-06 0 2.6436e-06 1.27749e-35 5.94453e-06 2.89014e-06 3.04232e-06 4.66067e-06 3.42328e-06 0 0 6.92595e-06 0 Variance: 6.13175e-06 Variances/cluster: 1.75112e-08 6.8172e-08 2.30411e-08 3.05002e-08 3.70716e-08 3.87588e-08 2.66907e-08 3.819e-08 3.8833e-08 2.00163e-08 3.88658e-08 1.69132e-07 4.03525e-08 2.64348e-08 2.08012e-08 2.85881e-08 2.9705e-08 6.95891e-08 2.78735e-08 3.75287e-08 2.41844e-08 2.27298e-08 2.14129e-08 0 3.63716e-08 3.35587e-08 1.91293e-08 3.07502e-08 3.7298e-08 2.83767e-08 2.51955e-08 2.31459e-08 0.035575 0 9.59801e-08 0 2.27839e-08 4.0355e-07 0 4.39975e-08 3.82905e-08 1.18266e-07 2.12816e-08 0 2.63154e-08 0 8.95767e-07 5.43304e-08 0 1.95262e-08 2.2249e-08 2.33957e-08 0 3.43167e-08 3.84442e-08 2.67973e-31 3.58498e-08 2.42144e-08 0 0 5.08347e-08 0 2.8898e-08 1.75159e-06 0 3.00382e-08 0 3.12843e-08 4.12751e-08 4.0561e-08 4.52349e-08 3.76154e-08 0 0 3.06359e-08 0 -------------------------------------------------------------- Initialization seed trial #142 of 1000; initialization seed = 493576367 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 722775 Distortion: 0.000231199 Distortions/cluster: 4.14362e-06 4.92199e-06 3.09384e-06 2.79936e-06 2.02806e-06 3.50209e-06 2.37044e-35 2.82803e-06 4.35081e-06 4.56695e-06 5.26208e-06 1.74083e-06 2.2717e-06 3.69991e-06 1.82219e-06 9.64317e-35 5.50187e-06 0 0 0 2.88033e-06 5.01141e-06 0 3.16341e-06 4.26546e-06 2.87876e-06 3.29727e-06 0 2.19269e-06 2.64206e-06 5.24619e-06 2.2631e-06 1.08283e-34 0 0 2.34529e-06 3.8066e-06 8.39942e-06 2.7678e-06 3.44739e-06 0 1.27749e-35 4.81569e-35 3.55564e-06 1.97491e-06 3.25702e-06 2.35265e-06 4.27451e-06 4.04544e-06 5.70014e-06 4.04012e-06 3.06514e-06 2.1506e-06 1.65018e-06 2.48519e-06 3.15359e-06 2.50728e-06 2.86496e-06 5.9648e-06 2.3255e-06 2.60394e-06 2.90343e-06 5.2913e-06 2.05863e-06 3.23163e-06 2.84389e-06 4.17667e-06 2.45348e-05 0 0 0 2.47466e-06 0 2.65238e-06 0 1.59192e-05 Variance: 3.95617e-08 Variances/cluster: 4.10124e-08 4.20557e-08 3.63863e-08 2.54465e-08 2.77791e-08 2.12223e-08 0 3.14197e-08 2.84272e-08 1.69132e-07 3.57849e-08 2.90112e-08 2.44247e-08 2.1262e-08 2.16908e-08 6.86694e-32 3.19772e-08 0 0 0 4.96564e-08 3.71097e-08 0 2.3783e-08 4.73782e-08 2.64075e-08 2.79405e-08 0 2.54939e-08 3.43094e-08 4.06551e-08 2.15515e-08 0 0 0 2.2991e-08 4.09275e-08 9.43662e-08 2.63569e-08 4.41827e-08 0 0 2.67973e-31 2.16783e-08 2.59833e-08 2.39459e-08 1.83785e-08 2.84942e-08 3.88857e-08 2.92219e-08 5.93955e-08 2.78625e-08 2.38931e-08 4.85304e-08 2.95828e-08 2.08829e-08 3.68694e-08 2.03171e-08 4.55183e-08 2.42218e-08 2.83013e-08 3.67494e-08 1.35629e-07 3.6114e-08 4.03919e-08 4.12122e-08 2.45665e-08 2.72576e-06 0 0 0 2.87726e-08 0 3.78882e-08 0 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #143 of 1000; initialization seed = 493576368 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 594627 Distortion: 0.00412057 Distortions/cluster: 4.04946e-06 3.25108e-06 3.90393e-06 1.73309e-06 2.67521e-06 2.44096e-06 3.43397e-06 2.50212e-06 3.8422e-06 2.1205e-06 2.46371e-06 2.85422e-06 5.59282e-06 9.64317e-35 2.07177e-06 0.00391362 3.61041e-06 1.37583e-06 2.60157e-06 4.00034e-06 3.04984e-06 3.30356e-06 1.80516e-06 2.37044e-35 4.7403e-06 0 0 3.60722e-06 4.75061e-06 5.25522e-06 4.24149e-06 0 2.70932e-06 3.042e-06 2.59744e-06 3.18224e-06 2.83028e-06 3.62847e-06 2.9556e-06 0 9.85484e-06 3.02131e-06 6.55845e-06 3.17207e-06 4.28876e-06 4.81569e-35 2.99283e-06 1.75085e-06 0 4.92133e-06 1.76448e-06 3.15042e-06 0 4.54576e-06 0 0 2.53132e-06 0 2.90684e-06 2.98612e-06 2.82767e-06 2.85499e-06 1.47231e-06 3.26501e-06 7.89415e-06 1.79892e-06 4.27414e-06 2.4608e-06 3.56769e-06 3.47376e-06 0 2.07522e-06 4.25419e-06 2.86432e-06 0 3.19427e-06 Variance: 7.05094e-07 Variances/cluster: 2.31377e-08 2.66453e-08 4.24304e-08 1.69896e-08 2.32599e-08 2.23922e-08 5.36512e-08 2.71946e-08 3.31119e-08 2.16359e-08 2.08771e-08 2.1621e-08 4.20377e-08 6.86694e-32 1.99191e-08 0.00391989 2.09889e-08 2.05327e-08 2.01648e-08 4.16677e-08 3.2093e-08 3.14596e-08 1.65596e-08 0 3.15994e-08 0 0 2.29739e-08 4.09403e-08 1.75159e-06 3.59416e-08 0 2.39742e-08 2.76521e-08 2.85339e-08 2.69657e-08 1.66469e-07 2.41818e-08 3.04602e-08 0 8.95767e-07 3.14616e-08 5.00488e-08 2.40285e-08 4.61018e-08 2.67973e-31 3.69454e-08 2.03569e-08 0 4.10033e-07 1.98233e-08 3.75017e-08 0 4.28704e-08 0 0 2.50596e-08 0 4.2114e-08 3.59745e-08 3.67108e-08 1.0977e-07 1.73193e-08 3.43582e-08 9.07286e-08 3.04874e-08 1.64378e-07 1.11816e-07 3.27285e-08 3.50855e-08 0 2.76672e-08 4.05028e-08 2.75389e-08 0 2.55458e-08 -------------------------------------------------------------- Initialization seed trial #144 of 1000; initialization seed = 493576369 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 594453 Distortion: 0.0041427 Distortions/cluster: 1.99897e-06 4.18057e-06 2.9795e-06 2.04499e-06 0 2.54644e-06 3.0334e-06 2.31954e-06 3.66201e-06 5.53365e-06 2.33637e-06 5.43058e-06 2.3102e-06 1.94323e-06 1.7572e-06 2.84665e-06 3.76063e-06 2.73094e-06 3.4586e-06 2.37044e-35 3.70728e-06 2.14187e-06 2.19944e-06 2.3696e-06 9.64317e-35 2.76469e-06 3.35018e-06 0 2.32717e-06 3.34813e-06 2.7322e-06 0 1.99237e-06 3.2732e-06 4.60192e-06 2.62607e-06 3.50224e-06 4.4886e-06 3.92408e-06 3.13964e-06 0 2.34117e-06 5.38915e-06 5.83581e-06 3.88471e-06 4.45613e-06 4.53854e-06 0.00391362 2.09372e-06 2.04823e-06 0 2.66455e-06 0 0 2.45348e-05 1.76449e-06 3.01555e-06 3.66272e-06 1.59192e-05 3.77673e-06 4.25897e-06 0 2.25997e-06 1.67698e-06 3.19626e-06 0 4.81569e-35 0 5.7105e-06 5.61372e-06 2.28468e-06 2.84073e-06 5.99597e-06 0 0 1.95494e-06 Variance: 7.08881e-07 Variances/cluster: 2.73805e-08 4.49486e-08 1.99943e-08 2.08654e-08 0 2.0701e-08 1.99548e-08 2.52094e-08 1.07697e-07 3.21619e-08 2.65474e-08 2.91871e-08 1.97435e-08 2.36959e-08 2.7889e-08 2.33309e-08 3.7231e-08 2.55204e-08 2.10872e-08 0 3.49713e-08 3.62997e-08 2.11466e-08 2.92517e-08 6.86694e-32 3.89264e-08 3.45349e-08 0 3.87828e-08 3.63809e-08 2.27656e-08 0 5.24263e-08 3.0588e-08 3.96587e-08 2.91761e-08 4.02521e-08 5.8274e-08 5.94377e-08 3.52737e-08 0 2.34096e-08 4.20902e-08 4.52242e-08 3.21022e-08 4.04969e-08 3.81266e-08 0.00391989 1.61041e-07 2.30111e-08 0 2.09789e-08 0 0 2.72576e-06 1.60394e-08 4.13051e-08 3.69858e-08 7.5794e-07 3.8933e-08 1.18266e-07 0 2.0176e-08 3.89957e-08 2.5774e-08 0 2.67973e-31 0 3.05273e-08 3.64409e-08 3.26357e-08 2.04351e-08 8.56477e-08 0 0 1.99462e-08 -------------------------------------------------------------- Initialization seed trial #145 of 1000; initialization seed = 493576370 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 69 BIC score: 726447 Distortion: 0.000217492 Distortions/cluster: 3.43802e-06 3.05262e-06 1.21856e-05 3.36338e-06 4.40541e-06 4.52679e-06 4.79965e-06 3.04648e-06 4.27414e-06 6.15458e-06 2.42463e-06 1.27749e-35 2.48358e-06 2.08787e-06 9.64317e-35 2.39837e-06 1.08283e-34 7.89415e-06 2.55616e-06 4.3214e-06 4.35991e-06 3.03107e-06 3.60907e-06 3.57516e-06 9.85484e-06 2.9898e-06 4.90744e-06 3.24132e-06 2.37044e-35 4.8233e-06 1.34667e-06 2.9271e-06 4.81569e-35 0 2.32124e-06 0 0 2.80903e-06 0 0 9.7493e-06 4.3963e-06 0 3.30034e-06 4.00095e-06 3.07737e-06 0 0 2.36647e-06 2.85499e-06 0 4.94637e-06 0 2.4704e-06 0 5.25522e-06 3.30657e-06 0 5.04398e-06 3.24023e-06 3.11094e-06 0 3.74031e-06 0 2.87605e-06 3.79283e-06 3.11304e-06 8.38055e-06 2.70111e-06 0 0 2.3824e-06 5.64524e-06 4.53204e-06 0 0 Variance: 3.72163e-08 Variances/cluster: 2.26165e-08 3.63288e-08 4.28929e-08 4.10133e-08 3.19205e-08 2.66258e-08 3.42778e-07 4.22992e-08 1.64378e-07 5.44606e-08 3.46262e-08 0 2.58682e-08 2.06695e-08 6.86694e-32 1.87356e-08 0 9.07286e-08 1.111e-07 4.07545e-08 3.7909e-08 2.09015e-08 2.24146e-08 3.24986e-08 8.95767e-07 3.51626e-08 2.78807e-08 2.59283e-08 0 4.38346e-08 2.69242e-07 2.12087e-08 2.67973e-31 0 3.80506e-08 0 0 2.62495e-08 0 0 3.34918e-08 3.72457e-08 0 3.83634e-08 3.07733e-08 3.94405e-08 0 0 2.36626e-08 1.0977e-07 0 2.89236e-08 0 3.47912e-08 0 1.75159e-06 3.84455e-08 0 3.02009e-08 2.45446e-08 3.65875e-08 0 3.93681e-08 0 3.8863e-08 3.08332e-08 2.28873e-08 3.74012e-08 1.95715e-08 0 0 2.80257e-08 2.54268e-08 3.62533e-08 0 0 -------------------------------------------------------------- Initialization seed trial #146 of 1000; initialization seed = 493576371 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 690638 Distortion: 0.000477353 Distortions/cluster: 4.32262e-06 3.29149e-06 7.03798e-06 1.46085e-06 5.76866e-06 3.88447e-06 5.25522e-06 1.42286e-06 2.89557e-06 3.32426e-06 2.79824e-06 3.27084e-06 3.38926e-06 1.71535e-06 3.59884e-06 3.00502e-06 1.80987e-06 6.11519e-06 2.52076e-06 6.38037e-06 2.96255e-06 9.85484e-06 3.71082e-06 2.1614e-06 3.29702e-06 3.40427e-06 2.87591e-06 2.0722e-06 2.37044e-35 9.64317e-35 0 5.07751e-06 5.21306e-06 2.62942e-06 1.27749e-35 0 0.000272219 2.48687e-06 2.16472e-06 2.72788e-06 1.94849e-06 4.56695e-06 1.08283e-34 5.9104e-06 0 0 0 1.73522e-06 2.41329e-06 3.02585e-06 4.52856e-06 0 0 0 5.86499e-06 3.58114e-06 2.05177e-06 0 3.76119e-06 1.63737e-06 3.50922e-06 2.22308e-06 3.70316e-06 3.16704e-06 0 3.54917e-06 0 5.28427e-06 0 0 1.65735e-06 2.67214e-06 4.55223e-06 3.67737e-06 0 6.20833e-06 Variance: 8.16826e-08 Variances/cluster: 2.71774e-08 3.65604e-08 3.88806e-08 1.97394e-08 1.44169e-07 4.08866e-08 1.75159e-06 1.73499e-08 2.05341e-08 3.86415e-08 3.10887e-08 3.51589e-08 2.28984e-08 2.06651e-08 2.27755e-08 3.75594e-08 1.90496e-08 4.02182e-08 2.03269e-08 5.45283e-08 5.19589e-08 8.95767e-07 3.98982e-08 2.92055e-08 3.74631e-08 2.90937e-08 2.73872e-08 2.4964e-08 0 6.86694e-32 0 3.96551e-08 4.65304e-08 2.00695e-08 0 0 3.20226e-06 2.1436e-08 2.10148e-08 2.57323e-08 2.11773e-08 1.69132e-07 0 3.93959e-07 0 0 0 2.37675e-08 2.54004e-08 2.72569e-08 2.94037e-08 0 0 0 3.27547e-08 2.2954e-08 2.66432e-08 0 2.66663e-08 1.94902e-08 3.61655e-08 1.30756e-07 2.34357e-08 2.70663e-08 0 4.38025e-08 0 4.40318e-08 0 0 1.70846e-08 1.9503e-08 4.17511e-08 4.37642e-08 0 4.56349e-08 -------------------------------------------------------------- Initialization seed trial #147 of 1000; initialization seed = 493576372 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 727620 Distortion: 0.00020885 Distortions/cluster: 3.23207e-06 2.5524e-06 4.91107e-06 6.03484e-06 3.25325e-06 4.81569e-35 2.66005e-06 2.37044e-35 0 2.22308e-06 3.83635e-06 1.27749e-35 2.54187e-06 9.99928e-06 3.7449e-06 2.61355e-06 2.80834e-06 3.34146e-06 1.81084e-06 2.55616e-06 1.85071e-06 0 0 2.11334e-06 3.82494e-06 9.85484e-06 4.31478e-06 2.97828e-06 2.72195e-06 2.56374e-06 2.59489e-06 3.08376e-06 0 0 0 9.37316e-07 4.27414e-06 2.37444e-06 5.53535e-06 2.85499e-06 5.0249e-06 4.08116e-06 7.89415e-06 2.5844e-06 3.00057e-06 1.98619e-06 0 3.71896e-06 0 0 2.86351e-06 4.46406e-06 2.48109e-06 3.23459e-06 0 2.46616e-06 2.16441e-06 3.23668e-06 2.07597e-06 0 3.94019e-06 4.44421e-06 4.69644e-06 5.25522e-06 1.08283e-34 4.79965e-06 9.64317e-35 2.60301e-06 0 3.13967e-06 5.9918e-06 0 2.09374e-06 4.0257e-06 3.01459e-06 3.57213e-06 Variance: 3.57375e-08 Variances/cluster: 4.3673e-08 2.9002e-08 3.10798e-08 3.77057e-08 2.16863e-08 2.67973e-31 4.02905e-08 0 0 1.30756e-07 3.99594e-08 0 2.62025e-08 4.19999e-08 3.46722e-08 2.04165e-08 3.74322e-08 2.2424e-08 3.35229e-08 1.111e-07 5.00148e-08 0 0 2.27221e-08 3.54046e-08 8.95767e-07 2.27074e-08 3.58798e-08 1.98665e-08 2.1362e-08 2.0592e-08 2.2672e-08 0 0 0 2.34233e-07 1.64378e-07 3.89136e-08 2.9278e-08 1.0977e-07 3.02606e-08 2.33189e-08 9.07286e-08 2.74905e-08 2.75252e-08 2.79715e-08 0 4.22573e-08 0 0 2.70111e-08 3.75019e-08 1.95345e-08 3.10992e-08 0 3.378e-08 2.04169e-08 2.32834e-08 2.80512e-08 0 2.34515e-08 3.93164e-08 3.50449e-08 1.75159e-06 0 3.42778e-07 6.86694e-32 3.42474e-08 0 2.75385e-08 4.47006e-08 0 1.82048e-08 3.29868e-08 3.46393e-08 3.24712e-08 -------------------------------------------------------------- Initialization seed trial #148 of 1000; initialization seed = 493576373 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498548 Distortion: 0.0358553 Distortions/cluster: 3.14668e-06 1.84889e-06 1.57083e-06 1.93679e-06 6.68721e-06 1.87537e-06 1.59192e-05 1.27749e-35 3.53303e-06 1.7081e-06 0.0356196 1.08283e-34 1.83318e-06 0 3.26476e-06 4.6485e-06 1.50554e-06 1.77557e-06 3.8976e-06 3.23705e-06 1.854e-06 1.6508e-06 2.94121e-06 2.08455e-06 2.34099e-06 4.63247e-06 4.15163e-06 5.62451e-06 3.59075e-06 1.25227e-06 1.1299e-06 2.45348e-05 7.36724e-06 2.37044e-35 4.90753e-06 1.92701e-06 4.81569e-35 0 0 2.18493e-06 2.24285e-06 4.21931e-06 2.6928e-06 6.22116e-06 2.32794e-06 3.01317e-06 1.42605e-06 0 1.01192e-05 5.81378e-06 5.79821e-06 0 2.03576e-06 2.96996e-06 3.37513e-06 1.98071e-06 1.82509e-06 1.50413e-06 1.45086e-06 6.15908e-06 2.60765e-06 7.12067e-06 2.23677e-06 5.97294e-06 4.29585e-06 5.45547e-06 0 1.89253e-06 2.61298e-06 0 1.51261e-06 0 0 1.89115e-06 2.36057e-06 2.00891e-06 Variance: 6.1354e-06 Variances/cluster: 2.94057e-08 1.81247e-08 1.96332e-08 2.80667e-08 5.18233e-08 2.93001e-08 7.5794e-07 0 3.24103e-08 2.84661e-08 0.035575 0 2.86409e-08 0 3.9331e-08 2.97954e-08 2.55151e-08 1.90905e-08 2.74455e-08 2.37995e-08 1.97217e-08 1.94195e-08 4.08374e-08 2.45212e-08 3.65747e-08 7.9863e-08 2.37215e-08 3.30745e-08 2.16291e-08 2.60866e-08 2.17264e-08 2.72576e-06 4.81365e-08 0 4.54251e-08 4.58772e-08 2.67973e-31 0 0 2.18474e-08 3.86664e-08 3.97924e-08 2.3828e-08 4.20213e-08 1.84735e-08 1.07606e-07 1.80492e-08 0 1.08798e-07 4.50535e-08 1.41374e-07 0 3.23117e-08 4.94959e-08 2.29581e-08 3.73685e-08 2.25293e-08 1.85673e-08 4.53357e-08 4.33594e-08 2.53141e-08 3.10844e-08 2.21443e-08 3.24511e-08 6.81827e-08 4.01006e-08 0 1.70483e-08 2.87116e-08 0 1.96425e-08 0 0 2.74053e-08 3.32445e-08 2.44968e-08 -------------------------------------------------------------- Initialization seed trial #149 of 1000; initialization seed = 493576374 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 63 BIC score: 498747 Distortion: 0.035833 Distortions/cluster: 5.33849e-06 2.53428e-06 2.54557e-06 3.11651e-06 5.6329e-06 4.82786e-06 1.85694e-06 5.11687e-06 2.72885e-06 2.4599e-06 2.8814e-06 2.73498e-06 5.80563e-06 2.52094e-06 4.29883e-06 1.41518e-06 4.07761e-06 1.77225e-06 1.08283e-34 0.0356196 2.37044e-35 2.96019e-06 1.9518e-06 2.51518e-06 1.90821e-06 2.78391e-06 0 7.76697e-06 2.65362e-06 2.21025e-06 1.27749e-35 6.45786e-06 1.64532e-06 3.58996e-06 0 3.48967e-06 1.87738e-06 5.25522e-06 2.62099e-06 2.25338e-06 0 4.81569e-35 4.42073e-06 0 4.84115e-06 2.88051e-06 3.79515e-06 3.63154e-06 5.42751e-06 0 5.26531e-06 2.68628e-06 2.43172e-06 1.62655e-06 0 9.85484e-06 1.67411e-06 1.85071e-06 0 1.99823e-06 6.0006e-06 3.19365e-06 2.65911e-06 6.65041e-06 1.80415e-06 2.1437e-06 0 3.59788e-06 6.76497e-06 3.04205e-06 0 0 2.18619e-06 5.10839e-06 0 4.32254e-06 Variance: 6.13159e-06 Variances/cluster: 4.64064e-08 2.34627e-08 2.89242e-08 2.09137e-08 4.50488e-08 4.23356e-08 2.08622e-08 4.29848e-08 2.5986e-08 3.23645e-08 3.27402e-08 2.35754e-08 2.75124e-08 2.93106e-08 6.05286e-08 2.31975e-08 3.77434e-08 2.90506e-08 0 0.035575 0 2.66656e-08 3.82672e-08 2.7637e-08 4.543e-08 2.67662e-08 0 9.03049e-08 3.31674e-08 3.11277e-08 0 4.0355e-07 3.29044e-08 2.659e-08 0 3.26109e-08 1.64668e-08 1.75159e-06 2.42663e-08 3.21883e-08 0 2.67973e-31 2.96595e-08 0 1.72882e-07 2.32279e-08 2.8961e-08 4.17382e-08 1.42782e-07 0 3.20951e-08 4.19693e-08 2.02626e-08 1.74878e-08 0 8.95767e-07 1.92408e-08 5.00148e-08 0 2.22006e-08 4.61445e-08 3.84744e-08 2.4171e-08 3.53631e-08 1.68597e-08 2.30486e-08 0 2.22072e-08 4.09867e-08 2.2366e-08 0 0 3.58369e-08 3.98964e-08 0 3.10947e-08 -------------------------------------------------------------- Initialization seed trial #150 of 1000; initialization seed = 493576375 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 498634 Distortion: 0.0358277 Distortions/cluster: 2.29488e-06 3.84037e-06 2.97165e-06 3.36921e-06 2.39448e-06 2.85499e-06 3.00813e-06 3.80554e-06 4.81569e-35 3.78914e-06 9.85484e-06 4.62346e-06 3.1995e-06 3.00586e-06 2.30749e-06 1.17769e-06 3.69622e-06 2.90432e-06 4.28631e-06 4.00828e-06 2.87441e-06 3.13106e-06 5.9104e-06 4.1003e-06 2.63705e-06 2.29504e-06 2.80672e-06 2.90751e-06 2.21939e-06 2.81659e-06 2.60588e-06 1.94508e-06 2.43871e-06 2.37044e-35 3.31327e-06 2.55616e-06 0 0 2.56092e-06 0 1.27749e-35 7.89415e-06 4.34599e-06 0 1.9041e-06 4.14995e-06 3.34036e-06 2.24478e-06 3.40392e-06 5.51106e-06 1.67917e-06 0.0356196 3.16018e-06 3.34505e-06 2.72762e-06 4.05437e-06 3.10646e-06 3.85126e-06 0 2.63831e-06 2.19298e-06 4.27414e-06 5.12747e-06 2.51215e-06 2.45795e-06 5.25522e-06 3.42278e-06 0 1.08283e-34 3.95036e-06 4.22978e-06 0 0 2.90166e-06 0 0 Variance: 6.13069e-06 Variances/cluster: 4.78056e-08 2.24559e-08 2.65295e-08 3.82739e-08 2.30218e-08 1.0977e-07 4.2355e-08 4.22802e-08 2.67973e-31 3.57437e-08 8.95767e-07 4.71635e-08 3.72003e-08 2.83479e-08 2.15633e-08 2.18072e-08 3.07992e-08 2.44039e-08 4.08085e-08 3.13119e-08 3.88305e-08 1.98151e-08 3.93959e-07 4.10005e-08 1.87008e-08 2.73195e-08 2.07887e-08 3.63407e-08 2.31167e-08 2.70802e-08 3.42764e-08 2.34327e-08 3.81014e-08 0 2.20865e-08 1.111e-07 0 0 2.84453e-08 0 0 9.07286e-08 3.84475e-08 0 3.02211e-08 3.73758e-08 2.16881e-08 2.64065e-08 3.62e-08 5.35008e-08 2.79836e-08 0.035575 2.50725e-08 3.37854e-08 1.94813e-08 2.3707e-08 2.58786e-08 2.75001e-08 0 2.42018e-08 4.05971e-08 1.64378e-07 3.8832e-08 3.30518e-08 3.11101e-08 1.75159e-06 2.76007e-08 0 0 4.15696e-08 2.24968e-08 0 0 3.71978e-08 0 0 -------------------------------------------------------------- Initialization seed trial #151 of 1000; initialization seed = 493576376 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 725832 Distortion: 0.000218444 Distortions/cluster: 2.82935e-06 3.04727e-06 4.4009e-06 3.76341e-06 4.90888e-06 3.66683e-06 1.27749e-35 1.57026e-06 4.09031e-06 0 3.66248e-06 1.03151e-05 4.51501e-06 5.5155e-06 3.36802e-06 5.01721e-06 1.82363e-06 9.64317e-35 1.94334e-06 4.81569e-35 2.89307e-06 2.23597e-06 2.37044e-35 1.9041e-06 2.44633e-06 5.08127e-06 9.85484e-06 2.26643e-06 5.9104e-06 0 2.71043e-06 6.07835e-06 5.08319e-06 5.58014e-06 0 0 0 5.25522e-06 3.06838e-06 2.79258e-06 0 4.6674e-06 2.02197e-06 3.37718e-06 2.92158e-06 4.87966e-06 0 0 2.79291e-06 3.48015e-06 0 3.33435e-06 4.16373e-06 2.71741e-06 0 0 5.5168e-06 2.13139e-06 4.56695e-06 0 8.55988e-06 0 3.0106e-06 0 3.17591e-06 3.12773e-06 1.08283e-34 6.93971e-06 3.07473e-06 6.34401e-06 0 2.45737e-06 0 4.34624e-06 3.23836e-06 0 Variance: 3.73792e-08 Variances/cluster: 2.22763e-08 3.76177e-08 3.89332e-08 3.91997e-08 2.83726e-08 3.74054e-08 0 2.34342e-08 3.29756e-08 0 2.09266e-08 4.36936e-08 4.55918e-08 1.37842e-07 3.06158e-08 3.8296e-08 3.1439e-08 6.86694e-32 2.36965e-08 2.67973e-31 2.55999e-08 2.8301e-08 0 2.09221e-08 2.94712e-08 4.19804e-08 8.95767e-07 1.90434e-08 3.93959e-07 0 2.8832e-08 4.3095e-08 3.02544e-08 2.80384e-08 0 0 0 1.75159e-06 2.27268e-08 2.06833e-08 0 5.30227e-08 2.88822e-08 3.83644e-08 2.35591e-08 3.12697e-08 0 0 2.73791e-08 2.80632e-08 0 2.29928e-08 2.66882e-08 1.74178e-08 0 0 2.91799e-08 2.29162e-08 1.69132e-07 0 9.61687e-08 0 4.23888e-08 0 2.69114e-08 2.42438e-08 0 3.85416e-08 4.88009e-08 5.4685e-08 0 3.36597e-08 0 4.57461e-08 3.55835e-08 0 -------------------------------------------------------------- Initialization seed trial #152 of 1000; initialization seed = 493576377 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 594772 Distortion: 0.00414785 Distortions/cluster: 3.84546e-06 2.37044e-35 2.31137e-06 2.12099e-06 2.57379e-06 4.53831e-06 3.17895e-06 2.11636e-06 3.37323e-06 2.77904e-06 5.28826e-06 3.22762e-06 2.56587e-06 3.43175e-06 2.02639e-06 3.17838e-06 4.28972e-06 1.81286e-06 4.25386e-06 2.16519e-06 1.49439e-06 1.59192e-05 9.64317e-35 2.44962e-06 0 0 2.44154e-06 0 2.03584e-06 3.35245e-06 0 7.14359e-06 5.65707e-06 1.49065e-06 5.06694e-06 2.53773e-06 2.39835e-06 0 5.52899e-06 3.40809e-06 2.50457e-06 0 2.97348e-06 1.83101e-06 2.63158e-06 0 5.78454e-06 5.82217e-06 2.45348e-05 4.56695e-06 2.51751e-06 3.08659e-06 1.97103e-06 2.07248e-06 5.72624e-06 1.7664e-06 1.90479e-06 0 4.81569e-35 2.2077e-06 0 5.06426e-06 0 0 3.16395e-06 0 1.5073e-06 5.52972e-06 0 8.27371e-06 4.30148e-06 3.17897e-06 1.76316e-06 0.00391362 9.54657e-06 0 Variance: 7.09763e-07 Variances/cluster: 4.00437e-08 0 2.65652e-08 3.7207e-08 2.18098e-08 2.62307e-08 2.78826e-08 2.61256e-08 5.03423e-08 2.0432e-08 3.03896e-08 2.37297e-08 3.42089e-08 4.97312e-08 2.63145e-08 5.20889e-08 2.4938e-08 2.21062e-08 3.29728e-08 2.77564e-08 5.74725e-08 7.5794e-07 6.86694e-32 2.60572e-08 0 0 2.90633e-08 0 2.09856e-08 2.48308e-08 0 4.63716e-08 4.56079e-08 3.38755e-08 4.02009e-08 2.39387e-08 2.39807e-08 0 2.84974e-08 4.60406e-08 2.08695e-08 0 2.26963e-08 3.21205e-08 2.55463e-08 0 4.16018e-08 2.98475e-08 2.72576e-06 1.69132e-07 1.73606e-08 3.39155e-08 3.34044e-08 2.09323e-08 2.93557e-08 3.33261e-08 2.21468e-08 0 2.67973e-31 3.19928e-08 0 4.11594e-08 0 0 4.27423e-08 0 3.67603e-08 1.38197e-07 0 9.40102e-08 4.34353e-08 2.11906e-08 3.09307e-08 0.00391989 3.89531e-08 0 -------------------------------------------------------------- Initialization seed trial #153 of 1000; initialization seed = 493576378 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 61 BIC score: 498504 Distortion: 0.035827 Distortions/cluster: 6.45786e-06 2.4366e-06 1.56335e-06 2.65968e-06 2.59982e-06 1.91824e-06 6.30966e-06 0 2.44256e-06 3.53648e-06 6.45561e-06 3.5135e-06 2.37044e-35 3.05341e-06 1.31044e-06 3.43612e-06 4.56281e-06 3.37424e-06 3.89582e-06 4.81569e-35 3.24432e-06 4.31816e-06 2.46987e-06 3.89335e-06 1.36841e-06 3.17688e-06 2.31287e-06 2.60195e-06 4.48283e-06 3.13524e-06 3.05579e-06 4.6157e-06 1.81804e-06 0 3.70319e-06 3.90056e-06 5.9284e-06 1.55101e-06 2.72987e-06 0 5.6459e-06 3.27043e-06 5.25522e-06 0 2.00954e-06 1.63797e-06 2.41054e-06 1.50239e-06 2.81112e-06 1.27749e-35 2.84355e-06 2.43568e-06 2.3189e-06 2.12942e-06 5.18454e-06 1.08283e-34 2.61427e-06 3.51958e-06 1.86466e-06 3.58698e-06 9.85484e-06 0 2.31746e-06 4.01344e-06 1.75409e-06 0.0356196 0 2.75102e-06 2.40615e-06 2.09372e-06 2.84736e-06 2.6863e-06 3.08064e-06 2.71048e-06 0 2.01655e-06 Variance: 6.13055e-06 Variances/cluster: 4.0355e-07 3.24852e-08 2.56264e-08 4.50648e-08 2.03093e-08 2.5574e-08 2.88087e-08 0 2.62609e-08 3.27345e-08 3.22752e-08 2.40629e-08 0 5.00408e-08 2.56926e-08 3.21027e-08 2.63659e-08 2.39285e-08 3.19302e-08 2.67973e-31 2.45761e-08 2.85946e-08 3.68609e-08 3.93138e-08 1.9004e-08 3.45198e-08 5.13928e-08 4.73046e-08 3.11207e-08 3.77616e-08 3.55215e-08 2.7803e-08 2.71261e-08 0 4.25618e-08 4.01999e-08 2.79617e-08 2.62855e-08 1.94974e-08 0 8.06477e-08 4.08671e-08 1.75159e-06 0 2.3364e-08 1.84021e-08 3.30181e-08 1.90154e-08 2.65169e-08 0 1.92115e-08 2.27559e-08 3.22041e-08 1.83549e-08 1.3639e-07 0 3.84324e-08 1.06645e-07 1.94212e-08 3.9415e-08 8.95767e-07 0 2.54644e-08 2.80635e-08 2.37019e-08 0.035575 0 3.71637e-08 3.8181e-08 1.61041e-07 4.01e-08 4.71122e-08 4.81307e-08 3.56525e-08 0 2.9223e-08 -------------------------------------------------------------- Initialization seed trial #154 of 1000; initialization seed = 493576379 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 726920 Distortion: 0.000209705 Distortions/cluster: 2.27887e-06 9.64317e-35 3.76987e-06 4.50675e-06 2.68092e-06 2.70556e-06 1.76739e-06 2.75265e-06 2.29008e-06 3.8981e-06 3.66201e-06 4.89025e-06 2.65653e-06 2.17929e-06 1.92421e-06 2.88817e-06 2.20312e-06 1.51932e-06 2.37044e-35 2.90197e-06 2.40944e-06 4.86513e-06 3.59185e-06 1.27749e-35 2.57934e-06 1.08283e-34 3.15162e-06 5.25522e-06 1.62326e-06 5.17799e-06 2.16552e-06 4.8342e-06 0 9.85484e-06 2.001e-06 1.33163e-06 0 0 6.45786e-06 3.57695e-06 2.65659e-06 0 2.89768e-06 9.36904e-06 2.10799e-06 4.81569e-35 0 6.82292e-06 0 2.27497e-06 0 2.30643e-06 2.66154e-06 7.11466e-06 2.85499e-06 2.67186e-06 0 1.92554e-06 4.41261e-06 2.06347e-06 2.28296e-06 2.24785e-06 3.1233e-06 0 3.1616e-06 1.37232e-06 6.72542e-06 2.68132e-06 2.74966e-06 3.34812e-06 3.50335e-06 2.07978e-06 1.49458e-06 3.60569e-06 6.85406e-06 1.98424e-06 Variance: 3.58839e-08 Variances/cluster: 2.81318e-08 6.86694e-32 2.20441e-08 3.08581e-08 2.57758e-08 2.70532e-08 2.03129e-08 1.14655e-07 2.43601e-08 2.70613e-08 1.07697e-07 7.40876e-08 2.02771e-08 2.29378e-08 1.48005e-07 2.72445e-08 2.05881e-08 3.16507e-08 0 3.3353e-08 1.81145e-08 3.04043e-08 3.20673e-08 0 3.34952e-08 0 2.5414e-08 1.75159e-06 4.77389e-08 3.72397e-08 3.73332e-08 3.9939e-08 0 8.95767e-07 2.35383e-08 1.75194e-08 0 0 4.0355e-07 2.95518e-08 5.10839e-08 0 3.71465e-08 5.11805e-08 2.42274e-08 2.67973e-31 0 4.31693e-08 0 3.9909e-08 0 2.17569e-08 3.54841e-08 4.58874e-08 1.0977e-07 2.26402e-08 0 1.90626e-08 2.86438e-08 2.7882e-08 2.48119e-08 2.70802e-08 2.00194e-08 0 4.15862e-08 2.49486e-08 4.76826e-08 2.01579e-08 4.10361e-08 3.93862e-08 3.27388e-08 2.23613e-08 3.17975e-08 2.55701e-08 4.30934e-08 2.3342e-08 -------------------------------------------------------------- Initialization seed trial #155 of 1000; initialization seed = 493576380 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 498215 Distortion: 0.0358749 Distortions/cluster: 5.18454e-06 3.66176e-06 2.73713e-06 4.35604e-05 2.54663e-06 3.69777e-06 2.71447e-06 0 2.27375e-06 2.88836e-06 2.26774e-06 2.39709e-06 2.66513e-06 2.07018e-06 4.69429e-06 3.43268e-06 3.43774e-06 2.37044e-35 4.39539e-06 2.92758e-06 4.69772e-06 5.32205e-06 1.2893e-06 5.3192e-06 3.60997e-06 1.09499e-06 2.48589e-06 1.08283e-34 0 2.81836e-06 1.3613e-06 1.67914e-06 3.77035e-06 3.8569e-06 3.0102e-06 2.77787e-06 3.35805e-06 1.32292e-06 0 1.80279e-06 2.12554e-06 4.098e-06 5.60575e-06 2.28507e-06 2.96349e-06 1.50061e-06 2.57457e-06 2.03906e-06 4.81569e-35 5.34583e-06 2.12281e-06 1.29042e-06 1.95159e-06 0.0356196 2.25288e-06 1.96517e-06 2.45261e-06 0 3.2185e-06 3.0578e-05 2.43393e-06 1.74279e-06 2.21867e-06 1.48741e-06 5.11331e-06 5.5316e-06 0 0 4.20052e-06 2.91484e-06 2.34565e-06 0 0 1.27749e-35 2.11689e-06 3.70985e-06 Variance: 6.13875e-06 Variances/cluster: 1.3639e-07 6.31278e-08 2.40078e-08 2.7222e-06 3.26464e-08 5.20766e-08 3.82193e-08 0 2.55455e-08 3.52208e-08 5.81425e-08 4.52129e-08 2.115e-08 1.93458e-08 2.66698e-08 3.2996e-08 2.29163e-08 0 4.62528e-08 3.85091e-08 3.94637e-08 5.16549e-08 2.07928e-08 4.46952e-08 3.22292e-08 2.38015e-08 4.00923e-08 0 0 2.76279e-08 1.81486e-08 2.75247e-08 3.80718e-08 3.06003e-08 2.37003e-08 3.19191e-08 2.79813e-08 1.91707e-08 0 2.04838e-08 2.19103e-08 3.82868e-08 2.64399e-08 2.28487e-08 3.75093e-08 1.74468e-08 1.85205e-08 2.31635e-08 2.67973e-31 4.94941e-08 3.31668e-08 1.72036e-08 3.04908e-08 0.035575 2.37118e-08 2.28432e-08 3.31322e-08 0 3.78617e-08 3.08836e-07 2.76556e-08 2.20587e-08 2.84419e-08 2.12468e-08 1.7043e-07 4.49579e-08 0 0 2.12129e-08 2.57866e-08 2.79151e-08 0 0 0 1.82474e-08 3.94535e-08 -------------------------------------------------------------- Initialization seed trial #156 of 1000; initialization seed = 493576381 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 498842 Distortion: 0.036118 Distortions/cluster: 1.27749e-35 3.24226e-06 4.23593e-06 7.23084e-06 2.59945e-06 4.43408e-06 3.00382e-06 3.0281e-06 6.09736e-06 2.67014e-06 3.36966e-06 3.27588e-06 4.27414e-06 3.85027e-06 2.11997e-06 3.61891e-06 4.10484e-06 1.59192e-05 2.37044e-35 0 5.48601e-06 2.98561e-06 3.91426e-06 1.56725e-06 3.49911e-06 5.84089e-06 2.61584e-06 2.37306e-06 0 2.69134e-06 4.98224e-06 0.000272219 3.81405e-06 2.33222e-06 5.71957e-06 4.24217e-06 0 2.73214e-06 4.28312e-06 0 0 0 2.28642e-06 2.68328e-06 2.04875e-06 2.30345e-06 0 1.98602e-06 3.19441e-06 0 4.79908e-06 1.90653e-06 3.42788e-06 4.80118e-06 0 0.0356196 0 4.25721e-06 0 5.24296e-06 1.08283e-34 2.75265e-06 0 0 0 0 2.85499e-06 0 2.65967e-06 2.45348e-05 2.17614e-06 0 2.36769e-06 3.50149e-06 7.46717e-06 2.82908e-06 Variance: 6.18036e-06 Variances/cluster: 0 2.70165e-08 4.03289e-08 4.30269e-08 2.09611e-08 2.56283e-08 2.38378e-08 2.29374e-08 3.03251e-08 3.37966e-08 3.7017e-08 3.11961e-08 1.64378e-07 4.13877e-08 2.75293e-08 3.35057e-08 4.06385e-08 7.5794e-07 0 0 4.15482e-08 3.47132e-08 5.083e-08 2.7019e-08 3.97592e-08 3.29887e-08 2.27444e-08 2.17693e-08 0 2.49169e-08 4.22083e-08 3.20226e-06 4.14545e-08 2.37957e-08 3.7137e-08 2.90464e-08 0 2.18552e-08 4.24034e-08 0 0 0 2.51226e-08 2.43913e-08 2.43877e-08 2.5879e-08 0 5.09191e-08 4.76635e-08 0 2.47354e-08 1.67225e-08 2.92956e-08 3.47881e-08 0 0.035575 0 2.59563e-08 0 3.51762e-08 0 1.14655e-07 0 0 0 0 1.0977e-07 0 2.03004e-08 2.72576e-06 2.26661e-08 0 2.04088e-08 3.84652e-08 4.72453e-08 2.11106e-08 -------------------------------------------------------------- Initialization seed trial #157 of 1000; initialization seed = 493576382 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 727074 Distortion: 0.000211075 Distortions/cluster: 1.35257e-06 2.44106e-06 3.56584e-06 1.89109e-06 4.50752e-06 2.68929e-06 2.75265e-06 5.47866e-06 3.79886e-06 9.64317e-35 3.71831e-06 3.5673e-06 2.539e-06 3.63079e-06 2.37044e-35 1.08283e-34 3.77039e-06 3.99196e-06 1.90504e-06 9.85484e-06 3.61667e-06 3.32252e-06 2.7211e-06 1.27749e-35 0 3.25124e-06 2.42615e-06 3.5805e-06 2.08724e-06 2.51887e-06 4.54567e-06 3.04618e-06 2.17712e-06 3.14873e-06 0 4.9737e-06 0 0 2.5799e-06 3.98796e-06 4.57758e-06 1.43841e-06 4.9093e-06 3.63917e-06 5.25522e-06 3.2749e-06 0 0 0 4.81569e-35 0 3.37377e-06 3.03623e-06 4.15529e-06 2.69763e-06 1.85042e-06 4.09261e-06 4.53146e-06 0 4.27414e-06 7.87631e-06 3.82813e-06 4.52326e-06 0 4.51455e-06 0 2.85499e-06 2.09833e-06 4.73948e-06 3.31103e-06 3.67255e-06 0 6.45786e-06 0 3.21863e-06 3.43514e-06 Variance: 3.61183e-08 Variances/cluster: 3.38041e-08 2.12248e-08 3.12691e-08 2.17347e-08 3.06532e-08 4.33615e-08 1.14655e-07 2.83843e-08 2.48269e-08 6.86694e-32 5.09312e-08 3.15662e-08 3.52526e-08 3.52473e-08 0 0 2.11795e-08 2.66107e-08 5.01283e-08 8.95767e-07 3.84729e-08 2.02575e-08 3.23833e-08 0 0 2.19659e-08 3.27829e-08 3.76771e-08 2.64184e-08 3.22835e-08 3.11245e-08 2.49665e-08 3.29758e-08 3.53674e-08 0 3.36032e-08 0 0 3.48608e-08 2.76917e-08 4.27669e-08 3.26812e-08 2.69653e-08 2.95841e-08 1.75159e-06 2.66221e-08 0 0 0 2.67973e-31 0 3.09493e-08 4.2157e-08 4.19689e-08 2.93192e-08 3.18931e-08 2.21203e-08 2.98092e-08 0 1.64378e-07 9.05237e-08 4.55692e-08 2.86249e-08 0 2.41392e-08 0 1.0977e-07 4.19527e-08 3.09743e-08 2.03113e-08 3.86553e-08 0 4.0355e-07 0 3.35169e-08 3.90228e-08 -------------------------------------------------------------- Initialization seed trial #158 of 1000; initialization seed = 493576383 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 722842 Distortion: 0.000230039 Distortions/cluster: 2.47631e-06 3.29725e-06 3.31597e-06 4.136e-06 5.07164e-06 3.76435e-06 4.81569e-35 2.89899e-06 9.64317e-35 3.84213e-06 5.26579e-06 2.37044e-35 2.45348e-05 8.39942e-06 4.66234e-06 4.396e-06 3.0812e-06 1.89812e-06 4.02035e-06 1.08283e-34 3.17244e-06 3.82714e-06 2.60548e-06 2.55932e-06 1.72428e-06 4.18521e-06 0 1.59192e-05 3.46721e-06 1.70042e-06 2.06588e-06 2.6875e-06 3.17347e-06 4.35759e-06 0 1.27749e-35 2.60289e-06 4.0485e-06 4.39835e-06 2.07584e-06 1.80339e-06 1.93407e-06 4.2885e-06 2.11951e-06 4.56695e-06 2.18149e-06 1.85142e-06 0 0 3.23114e-06 2.71079e-06 3.442e-06 0 1.85338e-06 2.7067e-06 4.07691e-06 3.09534e-06 3.45471e-06 1.28713e-06 2.46928e-06 4.09568e-06 0 0 0 0 3.5617e-06 1.85037e-06 3.75109e-06 0 3.35496e-06 5.02013e-06 0 3.48453e-06 2.67079e-06 3.30656e-06 2.23916e-06 Variance: 3.93633e-08 Variances/cluster: 3.34607e-08 3.9713e-08 3.72558e-08 4.54369e-08 3.72882e-08 6.84198e-08 2.67973e-31 2.54271e-08 6.86694e-32 2.66728e-08 3.04354e-08 0 2.72576e-06 9.43662e-08 2.30789e-08 4.8829e-08 2.04035e-08 2.40247e-08 3.79155e-08 0 2.36721e-08 4.15957e-08 3.66941e-08 4.48962e-08 2.57332e-08 3.45854e-08 0 7.5794e-07 3.39893e-08 4.85792e-08 3.75587e-08 2.58391e-08 3.68887e-08 2.67248e-08 0 0 2.68316e-08 3.74738e-08 3.92582e-08 2.01515e-08 2.65177e-08 2.88643e-08 2.8027e-08 2.23085e-08 1.69132e-07 2.11772e-08 2.76303e-08 0 0 3.67056e-08 1.97844e-08 2.30984e-08 0 4.52006e-08 3.42593e-08 2.21552e-08 2.62231e-08 3.52404e-08 2.86002e-08 4.74702e-08 4.55038e-08 0 0 0 0 3.70898e-08 2.07889e-08 2.11908e-08 0 3.28813e-08 1.32065e-07 0 3.13818e-08 2.56776e-08 2.23397e-08 1.94692e-08 -------------------------------------------------------------- Initialization seed trial #159 of 1000; initialization seed = 493576384 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 717815 Distortion: 0.000261191 Distortions/cluster: 1.27749e-35 3.7307e-06 5.13079e-06 3.28915e-06 5.8309e-06 2.69808e-06 3.29267e-06 5.11331e-06 2.36328e-06 3.09655e-05 3.97394e-06 2.43091e-06 5.2913e-06 2.93088e-06 3.34861e-06 1.08283e-34 2.37044e-35 2.86537e-06 2.48e-06 2.92855e-06 9.64317e-35 3.29789e-06 5.50726e-06 4.1126e-06 0 7.44228e-06 2.74672e-06 5.66211e-06 2.61593e-06 2.50728e-06 0 2.5647e-06 0 0 2.09592e-06 3.46129e-06 3.38061e-06 2.95776e-06 2.10228e-06 4.81569e-35 3.26887e-06 3.9959e-06 0 4.32558e-06 2.52654e-06 4.51752e-06 0 3.52933e-06 3.76724e-06 0 0 0 0 0 2.91382e-06 2.84539e-06 2.4089e-06 3.89367e-06 0 4.35604e-05 3.87774e-06 4.39956e-06 0 4.38351e-06 3.01849e-06 1.76628e-06 0 3.09901e-06 0 0 6.12139e-06 0 4.4231e-06 2.21102e-06 1.77583e-06 5.44326e-06 Variance: 4.46938e-08 Variances/cluster: 0 2.11953e-08 6.66274e-08 3.16237e-08 2.97398e-08 3.85313e-08 2.13785e-08 1.7043e-07 2.05478e-08 3.09622e-07 3.97264e-08 3.32975e-08 1.35629e-07 2.68857e-08 3.31516e-08 0 0 3.72003e-08 1.96808e-08 2.8156e-08 6.86694e-32 2.65934e-08 2.36342e-08 3.80671e-08 0 4.621e-08 3.66109e-08 2.91765e-08 3.4876e-08 3.68694e-08 0 3.77037e-08 0 0 5.11156e-08 3.32708e-08 2.22385e-08 3.36079e-08 3.96623e-08 2.67973e-31 3.98608e-08 2.49722e-08 0 4.60026e-08 2.52624e-08 4.3011e-08 0 2.30655e-08 2.14029e-08 0 0 0 0 0 2.55577e-08 2.76227e-08 2.67633e-08 2.29019e-08 0 2.7222e-06 3.95559e-08 4.94184e-08 0 3.1086e-08 2.45381e-08 3.46307e-08 0 3.87346e-08 0 0 3.70874e-08 0 2.81702e-08 3.15832e-08 2.95945e-08 3.23975e-08 -------------------------------------------------------------- Initialization seed trial #160 of 1000; initialization seed = 493576385 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 594725 Distortion: 0.0041285 Distortions/cluster: 1.78334e-06 5.8365e-06 1.58524e-06 1.99961e-06 3.46186e-06 2.3755e-06 5.02915e-06 3.23482e-06 4.56695e-06 2.93329e-06 0.00391362 5.04102e-06 1.93418e-06 7.64897e-06 2.37044e-35 3.11353e-06 2.62782e-06 5.35151e-06 7.40819e-06 1.42774e-06 2.24231e-06 5.30599e-06 5.35451e-06 1.83076e-06 3.42493e-06 1.48638e-06 6.48929e-06 1.63481e-06 9.85484e-06 1.85844e-06 9.64317e-35 2.85355e-06 8.67829e-06 2.71847e-06 1.46085e-06 0 2.32885e-06 2.58766e-06 7.24629e-06 2.44658e-06 2.16189e-06 1.87379e-06 2.92045e-06 4.89251e-06 4.27163e-06 2.40374e-06 3.25329e-06 0 8.66831e-06 0 5.59397e-06 2.64889e-06 1.76784e-06 2.06781e-06 2.8078e-06 2.47883e-06 0 1.80384e-06 0 0 5.25522e-06 2.61466e-06 2.68336e-06 0 1.5855e-06 0 0 0 6.45786e-06 2.8556e-06 2.40635e-06 0 2.17444e-06 4.81569e-35 2.06926e-06 0 Variance: 7.06451e-07 Variances/cluster: 2.47664e-08 2.97683e-08 1.84309e-08 2.46843e-08 5.32547e-08 2.58185e-08 1.32302e-07 3.7611e-08 1.69132e-07 2.3464e-08 0.00391989 4.58123e-08 2.76286e-08 3.6762e-08 0 2.20798e-08 2.03689e-08 4.45817e-08 4.62858e-08 1.95562e-08 3.5033e-08 2.85175e-08 4.86623e-08 2.90572e-08 2.97794e-08 1.66994e-08 4.26789e-08 2.12294e-08 8.95767e-07 2.41326e-08 6.86694e-32 3.56663e-08 4.4719e-08 2.89174e-08 2.05729e-08 0 3.75594e-08 3.5937e-08 5.03064e-08 2.18426e-08 2.80739e-08 2.01465e-08 3.47645e-08 2.86086e-08 2.68632e-08 1.8347e-08 4.06626e-08 0 9.63048e-08 0 4.36885e-08 2.57144e-08 1.94246e-08 2.8717e-08 2.14317e-08 3.30482e-08 0 1.70159e-08 0 0 1.75159e-06 2.58847e-08 2.06394e-08 0 2.557e-08 0 0 0 4.0355e-07 3.80723e-08 5.46848e-08 0 2.8237e-08 2.67973e-31 2.00881e-08 0 -------------------------------------------------------------- Initialization seed trial #161 of 1000; initialization seed = 493576386 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 498497 Distortion: 0.0358489 Distortions/cluster: 2.076e-06 2.04325e-06 4.81569e-35 2.53548e-06 4.16878e-06 2.37044e-35 3.11389e-06 2.50104e-06 4.31448e-06 3.09545e-06 8.55988e-06 1.83286e-06 2.93012e-06 1.27749e-35 3.00537e-06 3.17724e-06 6.3584e-06 3.52985e-06 1.42826e-05 3.8811e-06 3.60976e-06 4.02791e-06 3.80539e-06 2.00771e-06 2.81094e-06 0 4.23788e-06 0 0 1.77751e-06 3.38798e-06 4.56695e-06 2.53523e-06 5.46046e-06 0 2.96374e-06 3.03799e-06 3.80839e-06 3.06156e-06 2.87458e-06 4.2252e-06 1.71825e-06 2.93663e-06 1.8431e-06 0 4.24266e-06 0 0 4.93509e-06 2.29247e-06 1.9036e-06 2.87078e-06 4.63948e-06 2.10322e-06 0 4.51944e-06 0.0356196 2.42682e-06 1.08283e-34 2.85151e-06 2.31671e-06 2.93862e-06 2.72632e-06 2.44769e-06 1.74673e-06 2.44172e-06 2.45348e-05 0 5.52047e-06 2.89059e-06 1.94098e-06 0 2.07312e-06 3.02395e-06 4.50605e-06 1.37336e-06 Variance: 6.13431e-06 Variances/cluster: 2.20831e-08 3.00378e-08 2.67973e-31 3.78397e-08 3.78857e-08 0 2.39509e-08 2.57808e-08 5.46089e-08 2.19509e-08 9.61687e-08 3.15903e-08 3.70872e-08 0 3.00512e-08 5.99278e-08 4.63968e-08 3.42674e-08 7.14025e-07 3.84143e-08 5.08263e-08 3.94763e-08 4.27431e-08 2.25566e-08 2.95792e-08 0 7.56692e-08 0 0 3.55469e-08 2.07833e-08 1.69132e-07 2.30449e-08 4.7468e-08 0 2.37078e-08 2.21732e-08 2.86316e-08 2.11117e-08 2.37548e-08 2.57612e-08 1.88798e-08 1.98404e-08 3.6137e-08 0 2.94533e-08 0 0 2.59719e-08 2.76177e-08 2.13817e-08 2.53967e-08 1.2535e-07 2.88085e-08 0 3.11658e-08 0.035575 2.6666e-08 0 3.39436e-08 2.29356e-08 3.58337e-08 3.78631e-08 2.91367e-08 2.60683e-08 1.86375e-08 2.72576e-06 0 4.3454e-08 3.7056e-08 2.00078e-08 0 3.63672e-08 3.47474e-08 3.10661e-08 2.32748e-08 -------------------------------------------------------------- Initialization seed trial #162 of 1000; initialization seed = 493576387 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 594355 Distortion: 0.00414119 Distortions/cluster: 4.21068e-06 1.91144e-06 2.35871e-06 4.27127e-06 1.40699e-06 2.60895e-06 4.46579e-06 5.43757e-06 3.79599e-06 1.25059e-06 2.24124e-06 4.81597e-06 2.64644e-06 1.87029e-06 4.51279e-06 9.57813e-07 1.59192e-05 2.16624e-06 3.86211e-06 3.55687e-06 2.37044e-35 3.14402e-06 5.10749e-06 3.3228e-06 6.42913e-06 3.10991e-06 4.81569e-35 1.90345e-06 2.78475e-06 1.78111e-06 2.3338e-06 1.00295e-06 3.75347e-06 4.80363e-06 2.70339e-06 0 2.51612e-06 3.40739e-06 2.22954e-06 4.61208e-06 2.37089e-06 2.33322e-06 0 1.46898e-06 7.29928e-06 2.69945e-06 0.00391362 0 0 1.54452e-06 5.48712e-06 1.59229e-06 0 2.45348e-05 0 0 5.53768e-06 1.27965e-06 1.77815e-06 2.21073e-06 2.22606e-06 1.16033e-06 0 1.27263e-06 2.50077e-06 1.09367e-06 2.75265e-06 2.36339e-06 9.64317e-35 2.20448e-06 5.86851e-06 6.08286e-06 3.62851e-06 0 4.57703e-06 2.49048e-06 Variance: 7.08623e-07 Variances/cluster: 3.26303e-08 1.00592e-07 2.56359e-08 4.85223e-08 1.92717e-08 1.04322e-07 4.17225e-08 4.11802e-08 3.79568e-08 1.95387e-08 3.20152e-08 4.26051e-08 2.26171e-08 2.56181e-08 3.88917e-08 1.80701e-08 7.5794e-07 2.43369e-08 2.69989e-08 4.18324e-08 0 2.32868e-08 3.98896e-08 2.79202e-08 4.3426e-08 2.52811e-08 2.67973e-31 2.75835e-08 3.81449e-08 1.48415e-07 4.16714e-08 1.69972e-08 4.12433e-08 3.05937e-08 2.78675e-08 0 3.44644e-08 2.5426e-08 5.18451e-08 2.63524e-08 3.43576e-08 2.68162e-08 0 1.83601e-08 8.79347e-08 1.84878e-08 0.00391989 0 0 2.30499e-08 2.81366e-08 3.06181e-08 0 2.72576e-06 0 0 4.29136e-08 1.706e-08 1.76039e-08 2.40275e-08 2.2947e-08 2.23117e-08 0 2.35644e-08 3.73223e-08 1.58484e-08 1.14655e-07 2.10999e-08 6.86694e-32 2.37021e-08 3.12054e-08 3.20045e-08 3.29836e-08 0 2.84263e-08 5.18803e-08 -------------------------------------------------------------- Initialization seed trial #163 of 1000; initialization seed = 493576388 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 722112 Distortion: 0.00023588 Distortions/cluster: 4.2768e-06 2.96502e-06 7.38842e-07 1.42826e-05 2.20613e-06 3.43365e-06 1.08283e-34 9.64317e-35 1.83204e-06 7.01785e-06 2.16577e-06 6.25951e-06 1.90454e-06 1.686e-06 4.1115e-06 2.44247e-06 1.28554e-06 1.46148e-06 1.99099e-06 2.52545e-06 3.57727e-06 4.96782e-06 1.62319e-06 2.20882e-06 1.51005e-06 1.9063e-06 4.81569e-35 8.72346e-06 1.377e-06 2.17532e-06 8.66831e-06 1.93114e-06 2.37044e-35 0 2.32647e-06 2.18561e-06 0 2.48401e-06 5.74135e-06 6.82415e-06 1.7749e-06 4.12205e-06 0 3.22382e-06 1.80191e-06 1.57271e-06 0 5.61691e-06 2.07127e-06 0 1.67693e-06 4.61266e-06 0 2.05879e-06 0 2.45348e-05 2.17496e-06 9.81206e-06 1.71329e-06 1.27321e-06 0 6.65042e-06 2.88814e-06 1.27749e-35 5.25815e-06 0 0 2.23153e-06 4.56695e-06 0 0 4.96709e-06 7.12856e-06 8.45516e-06 2.26592e-06 2.61092e-06 Variance: 4.03627e-08 Variances/cluster: 6.02311e-08 2.26318e-08 3.21209e-08 7.14025e-07 3.67655e-08 2.70343e-08 0 6.86694e-32 2.90772e-08 5.01125e-08 3.49291e-08 3.34624e-08 2.18892e-08 2.10724e-08 2.7778e-08 1.92303e-08 2.9215e-08 3.84576e-08 2.18764e-08 2.31666e-08 2.35326e-08 4.28119e-08 2.05448e-08 1.98976e-08 3.2825e-08 1.94498e-08 2.67973e-31 4.33859e-08 2.50343e-08 2.5894e-08 9.63048e-08 2.83968e-08 0 0 2.73677e-08 2.27648e-08 0 3.4983e-08 4.25146e-08 4.26371e-08 2.73037e-08 2.69392e-08 0 2.25422e-08 3.10647e-08 4.76537e-08 0 3.0359e-08 3.13801e-08 0 1.97264e-08 3.15908e-08 0 1.87141e-08 0 2.72576e-06 2.36387e-08 4.07009e-08 3.72422e-08 3.26439e-08 0 4.7151e-08 2.13918e-08 0 1.34779e-07 0 0 3.5989e-08 1.69132e-07 0 0 2.82196e-08 3.1393e-08 5.28281e-08 3.65437e-08 2.61062e-08 -------------------------------------------------------------- Initialization seed trial #164 of 1000; initialization seed = 493576389 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 723419 Distortion: 0.000226735 Distortions/cluster: 2.85499e-06 2.67863e-06 4.68047e-06 3.20051e-06 2.21101e-06 2.45348e-05 2.3709e-06 3.03607e-06 3.01919e-06 2.85429e-06 1.30269e-06 4.81569e-35 2.73593e-06 3.49037e-06 3.00617e-06 2.64581e-06 9.64317e-35 2.59054e-06 4.40305e-06 4.82662e-06 2.76224e-06 2.05965e-06 2.71158e-06 1.9194e-06 1.27749e-35 4.27492e-06 3.13239e-06 5.38952e-06 2.68258e-06 2.55616e-06 7.89415e-06 3.72589e-06 1.08283e-34 3.61933e-06 2.5548e-06 3.6903e-06 2.69268e-06 2.37044e-35 4.36987e-06 4.87027e-06 2.71907e-06 2.5346e-06 2.41988e-06 2.42957e-06 0 3.87189e-06 1.74778e-06 2.37416e-06 0 0 0 3.13713e-06 4.40901e-06 3.47831e-06 3.09779e-06 4.48246e-06 2.13145e-06 0 2.16904e-06 0 0 3.5458e-06 3.29953e-06 2.68746e-06 1.80069e-06 1.67534e-06 1.59192e-05 3.4376e-06 4.27414e-06 2.75278e-06 1.79615e-06 0 4.02891e-06 3.16783e-06 0 0 Variance: 3.8798e-08 Variances/cluster: 1.0977e-07 2.09246e-08 3.86689e-08 2.1193e-08 3.25122e-08 2.72576e-06 2.30157e-08 2.06517e-08 2.28706e-08 2.66725e-08 2.8939e-08 2.67973e-31 2.46459e-08 3.63462e-08 2.68384e-08 3.52744e-08 6.86694e-32 2.33356e-08 2.70102e-08 2.54011e-08 2.65573e-08 5.56616e-08 3.34654e-08 2.66558e-08 0 2.90716e-08 4.8176e-08 3.04392e-08 2.33248e-08 1.111e-07 9.07286e-08 4.90205e-08 0 3.38227e-08 3.49942e-08 3.54726e-08 3.36475e-08 0 2.8937e-08 3.22429e-08 1.77701e-08 2.22315e-08 2.81357e-08 4.18754e-08 0 2.29086e-08 3.49534e-08 3.20808e-08 0 0 0 4.02161e-08 4.27923e-08 4.24042e-08 2.22836e-08 4.57353e-08 2.73238e-08 0 2.81665e-08 0 0 2.70582e-08 2.57753e-08 2.16711e-08 3.2729e-08 2.88829e-08 7.5794e-07 3.8612e-08 1.64378e-07 3.20062e-08 3.15093e-08 0 3.72936e-08 4.79933e-08 0 0 -------------------------------------------------------------- Initialization seed trial #165 of 1000; initialization seed = 493576390 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 594379 Distortion: 0.00414302 Distortions/cluster: 2.59289e-06 2.14369e-06 0 2.83875e-06 2.29408e-06 4.81569e-35 5.2913e-06 2.45348e-05 5.11123e-06 2.3598e-06 5.24929e-06 5.22531e-06 3.32984e-06 4.56695e-06 3.06076e-06 2.15374e-06 2.53957e-06 2.84122e-06 2.73146e-06 3.87663e-06 2.25221e-06 0.00391362 1.43921e-06 3.33407e-06 3.4797e-06 2.37044e-35 9.64317e-35 4.7389e-06 2.24532e-06 0 2.62411e-06 4.23402e-06 2.58431e-06 3.48956e-06 2.48441e-06 0 2.42671e-06 2.19558e-06 2.42756e-06 1.59192e-05 0 5.92879e-06 0 3.27337e-06 2.75269e-06 2.38797e-06 2.68381e-06 2.34563e-06 2.09747e-06 0 2.78563e-06 0 1.85071e-06 2.10921e-06 5.39505e-06 3.6917e-06 0 3.20842e-06 2.17152e-06 0 2.90841e-06 2.01678e-06 0 4.88997e-06 8.16378e-06 5.01672e-06 2.61345e-06 5.17532e-06 2.47214e-06 1.93181e-06 3.8273e-06 3.44596e-06 0 3.06362e-06 0 2.57813e-06 Variance: 7.08936e-07 Variances/cluster: 3.01472e-08 2.67937e-08 0 2.65274e-08 1.8351e-08 2.67973e-31 1.35629e-07 2.72576e-06 2.74707e-08 3.52179e-08 4.00579e-08 4.6639e-08 3.82706e-08 1.69132e-07 2.94278e-08 2.17531e-08 3.84749e-08 3.50737e-08 1.90994e-08 3.95453e-08 2.39569e-08 0.00391989 2.56977e-08 4.504e-08 4.14214e-08 0 6.86694e-32 3.98096e-08 2.73795e-08 0 2.00296e-08 4.03108e-08 2.10082e-08 2.0525e-08 2.50921e-08 0 2.66648e-08 3.48481e-08 1.94188e-08 7.5794e-07 0 3.61395e-08 0 5.27915e-08 3.52881e-08 1.94127e-08 1.98778e-08 2.07554e-08 3.67955e-08 0 2.57906e-08 0 5.00148e-08 2.19689e-08 3.24897e-08 4.14664e-08 0 2.9165e-08 3.44659e-08 0 2.36432e-08 2.21604e-08 0 2.9807e-08 9.38273e-08 4.68712e-08 2.80992e-08 4.20622e-08 1.87267e-08 2.47645e-08 3.21593e-08 3.96053e-08 0 4.5712e-08 0 2.63049e-08 -------------------------------------------------------------- Initialization seed trial #166 of 1000; initialization seed = 493576391 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 726798 Distortion: 0.000211397 Distortions/cluster: 2.0014e-06 3.25162e-06 2.13659e-06 5.7104e-06 2.5708e-06 3.75645e-06 3.36109e-06 2.72707e-06 2.10656e-06 2.39878e-06 1.99946e-06 5.094e-06 4.81569e-35 4.81559e-06 3.49492e-06 3.60932e-06 5.25522e-06 9.64317e-35 1.30794e-06 2.02733e-06 2.48952e-06 3.793e-06 6.08996e-06 1.27749e-35 2.15402e-06 2.93834e-06 4.0323e-06 2.37044e-35 2.00363e-06 4.33498e-06 3.87746e-06 0 7.76697e-06 0 2.85499e-06 2.61511e-06 3.01926e-06 2.75895e-06 1.78929e-06 2.24653e-06 0 4.74297e-06 2.75265e-06 0 3.58821e-06 2.01172e-06 4.49677e-06 2.39684e-06 2.38126e-06 0 3.5263e-06 2.82803e-06 3.38757e-06 3.65775e-06 0 1.57983e-06 5.09964e-06 4.71783e-06 4.45443e-06 0 1.08283e-34 6.45786e-06 5.57555e-06 4.27414e-06 0 2.69034e-06 0 6.15298e-06 2.19438e-06 9.85484e-06 0 1.84902e-06 0 4.71066e-06 0 3.62621e-06 Variance: 3.61733e-08 Variances/cluster: 3.57368e-08 3.73717e-08 2.84849e-08 4.35769e-08 2.47168e-08 2.29032e-08 2.07457e-08 3.78727e-08 2.10635e-08 2.63573e-08 4.64954e-08 4.27926e-08 2.67973e-31 3.91394e-08 4.8526e-08 5.30736e-08 1.75159e-06 6.86694e-32 2.21661e-08 2.38481e-08 3.36395e-08 2.37042e-08 3.18741e-08 0 2.47567e-08 2.99804e-08 4.15563e-08 0 2.67127e-08 4.71151e-08 2.71062e-08 0 9.03049e-08 0 1.0977e-07 2.31406e-08 3.21171e-08 2.20695e-08 2.18182e-08 3.45599e-08 0 2.83986e-08 1.14655e-07 0 2.9652e-08 1.9157e-08 2.93881e-08 3.28305e-08 3.13296e-08 0 2.13697e-08 2.3763e-08 3.07935e-08 3.48326e-08 0 2.67735e-08 3.07108e-08 4.13708e-08 3.42537e-08 0 0 4.0355e-07 4.22254e-08 1.64378e-07 0 2.53782e-08 0 3.75062e-08 1.82843e-08 8.95767e-07 0 2.43264e-08 0 4.13081e-08 0 2.00325e-08 -------------------------------------------------------------- Initialization seed trial #167 of 1000; initialization seed = 493576392 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 498958 Distortion: 0.0358502 Distortions/cluster: 3.90503e-06 2.91882e-06 1.59192e-05 1.69452e-06 4.94873e-06 3.09806e-06 1.98372e-06 3.76668e-06 3.14849e-06 3.13934e-06 3.91622e-06 2.30914e-06 4.27414e-06 3.32992e-06 2.5073e-06 6.64297e-06 1.86238e-06 1.08283e-34 3.47828e-06 7.13437e-06 2.54267e-06 3.35779e-06 3.19168e-06 7.87631e-06 2.37044e-35 2.4608e-06 3.65192e-06 4.87934e-06 0.0356196 3.51124e-06 2.85499e-06 0 5.30013e-06 2.23893e-06 0 0 4.47168e-06 3.55308e-06 2.91263e-06 3.74137e-06 2.12633e-06 0 3.24983e-06 0 3.27401e-06 2.3972e-06 3.0548e-06 2.28593e-06 3.07658e-06 0 4.2325e-06 0 0 2.25514e-06 0 4.93397e-06 3.70891e-06 0 1.27749e-35 2.07969e-06 4.4035e-06 2.15625e-06 0 2.21834e-06 2.18917e-06 3.53865e-06 0 0 4.81569e-35 3.17579e-06 4.22107e-06 3.53559e-06 4.49406e-06 0 2.93701e-06 2.45348e-05 Variance: 6.13452e-06 Variances/cluster: 4.15404e-08 1.85895e-08 7.5794e-07 2.92133e-08 2.70333e-08 2.03802e-08 2.68046e-08 2.18968e-08 2.8362e-08 3.52621e-08 2.38766e-08 3.84737e-08 1.64378e-07 2.16205e-08 3.8561e-08 5.53533e-08 2.48296e-08 0 2.99824e-08 4.03038e-08 3.58004e-08 2.66469e-08 2.31259e-08 9.05237e-08 0 1.11816e-07 3.44408e-08 3.16737e-08 0.035575 2.62009e-08 1.0977e-07 0 4.34399e-08 2.13213e-08 0 0 4.29826e-08 2.48446e-08 3.00245e-08 3.66691e-08 3.32133e-08 0 3.60974e-08 0 3.72017e-08 3.47306e-08 3.59278e-08 2.19781e-08 4.80571e-08 0 3.22987e-08 0 0 2.32468e-08 0 3.70943e-08 4.81634e-08 0 0 1.80827e-08 3.82883e-08 2.47815e-08 0 2.88071e-08 3.04024e-08 3.24618e-08 0 0 2.67973e-31 2.54041e-08 3.98083e-08 2.04351e-08 2.97521e-08 0 2.64564e-08 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #168 of 1000; initialization seed = 493576393 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 722315 Distortion: 0.000234959 Distortions/cluster: 0 4.96761e-06 4.35509e-06 4.22203e-06 2.79531e-06 9.64317e-35 4.94191e-06 2.50072e-06 3.81495e-06 6.42273e-06 2.37044e-35 3.1848e-06 4.18351e-06 4.10649e-06 3.74814e-06 1.9986e-06 5.10391e-06 4.34919e-06 4.11579e-06 0 4.81569e-35 2.04267e-06 2.4291e-06 4.56218e-06 1.08283e-34 3.92737e-06 4.61616e-06 2.2897e-06 4.44372e-06 3.53959e-06 3.39137e-06 2.35157e-06 0 0 4.56695e-06 3.10133e-06 4.84083e-06 3.20162e-06 0 1.59192e-05 1.98196e-06 1.27749e-35 0 2.6585e-06 2.63554e-06 0 2.28282e-06 2.41683e-06 2.73421e-06 2.45348e-05 3.20977e-06 3.40239e-06 3.64208e-06 1.46903e-06 0 0 5.22104e-06 3.06474e-06 8.43383e-06 4.15345e-06 0 2.83215e-06 3.33353e-06 3.19115e-06 6.76408e-06 0 0 0 1.72214e-06 2.76886e-06 5.71528e-06 0 0 3.95361e-06 0 2.80304e-06 Variance: 4.02052e-08 Variances/cluster: 0 4.00485e-08 3.02338e-08 4.90889e-08 2.58801e-08 6.86694e-32 5.2556e-08 2.08369e-08 4.43458e-08 5.44251e-08 0 2.3765e-08 2.50487e-08 2.89164e-08 3.14942e-08 2.1722e-08 1.30826e-07 4.22225e-08 3.14079e-08 0 2.67973e-31 2.26943e-08 1.91251e-08 2.94308e-08 0 3.92608e-08 2.93927e-08 2.2895e-08 3.6421e-08 2.31326e-08 3.05502e-08 2.79925e-08 0 0 1.69132e-07 3.73625e-08 3.69498e-08 2.713e-08 0 7.5794e-07 2.64237e-08 0 0 2.46128e-08 1.93773e-08 0 2.53618e-08 3.71697e-08 1.92527e-08 2.72576e-06 3.48773e-08 3.58116e-08 3.67773e-08 1.93275e-08 0 0 2.76222e-08 4.08499e-08 9.58293e-08 3.95448e-08 0 3.77495e-08 5.04928e-08 2.47352e-08 3.03222e-08 0 0 0 1.97924e-08 4.19387e-08 3.12282e-08 0 0 4.16134e-08 0 2.66925e-08 -------------------------------------------------------------- Initialization seed trial #169 of 1000; initialization seed = 493576394 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 499151 Distortion: 0.0358516 Distortions/cluster: 3.60115e-06 1.08283e-34 2.84747e-06 5.74763e-06 3.09931e-06 1.88216e-06 2.37044e-35 2.50498e-06 3.75407e-06 3.38529e-06 2.16916e-06 3.53102e-06 3.81238e-06 2.88307e-06 2.44888e-06 5.29263e-06 2.59568e-06 3.44935e-06 2.93591e-06 5.47105e-06 4.46225e-06 0 2.75265e-06 4.51925e-06 6.73214e-06 2.54217e-06 0 4.47937e-06 2.95898e-06 2.45071e-06 2.45348e-05 3.57676e-06 0 4.65947e-06 3.7129e-06 0 3.47526e-06 2.2339e-06 2.40754e-06 2.1469e-06 0 0 0 4.72419e-06 1.59192e-05 2.69423e-06 2.60895e-06 2.69286e-06 4.30826e-06 5.03438e-06 0 2.05113e-06 2.77155e-06 7.65363e-06 1.27749e-35 1.95482e-06 1.92421e-06 0.0356196 0 0 3.27742e-06 0 3.64201e-06 0 4.14561e-06 3.67239e-06 4.81569e-35 1.92243e-06 4.7842e-06 8.82533e-06 0 2.95826e-06 0 3.16779e-06 2.26046e-06 0 Variance: 6.13477e-06 Variances/cluster: 2.10575e-08 0 3.4714e-08 3.10657e-08 4.84122e-08 2.21411e-08 0 3.52697e-08 1.10403e-07 3.07651e-08 2.71121e-08 3.29971e-08 2.61099e-08 3.31284e-08 3.65385e-08 2.8143e-08 1.99645e-08 3.91842e-08 2.40625e-08 3.85254e-08 3.84562e-08 0 1.14655e-07 2.64261e-08 5.56327e-08 2.54187e-08 0 3.99815e-08 2.08354e-08 2.00861e-08 2.72576e-06 2.15449e-08 0 3.19038e-08 3.37507e-08 0 3.77716e-08 2.37628e-08 2.45639e-08 3.40666e-08 0 0 0 4.29335e-08 7.5794e-07 2.42695e-08 1.04322e-07 4.14147e-08 2.36696e-08 7.51328e-08 0 2.77153e-08 1.76516e-08 4.32374e-08 0 3.31216e-08 1.48005e-07 0.035575 0 0 3.2121e-08 0 3.57028e-08 0 4.10419e-08 3.90644e-08 2.67973e-31 2.13578e-08 2.95224e-08 5.13062e-08 0 2.27539e-08 0 2.75436e-08 2.69079e-08 0 -------------------------------------------------------------- Initialization seed trial #170 of 1000; initialization seed = 493576395 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 498792 Distortion: 0.0358312 Distortions/cluster: 1.76169e-06 3.18337e-06 1.08283e-34 1.41918e-06 2.34276e-06 3.05711e-06 4.1096e-06 0 3.49667e-06 1.27749e-35 2.84386e-06 3.46342e-06 5.54509e-06 4.605e-06 2.75161e-06 5.57991e-06 5.25522e-06 1.59059e-06 4.35616e-06 3.70079e-06 2.41079e-06 2.37044e-35 9.85484e-06 5.14962e-06 0 3.17997e-06 3.54594e-06 2.67259e-06 2.18221e-06 2.99781e-06 4.05371e-06 0 2.68098e-06 0 0 4.04495e-06 2.40379e-06 3.38424e-06 3.16985e-06 1.81001e-06 1.55826e-06 0.0356196 4.56695e-06 2.8543e-06 0 3.4053e-06 2.82318e-06 1.7077e-06 4.26678e-06 5.9104e-06 2.60367e-06 5.17714e-06 5.2938e-06 0 4.88414e-06 2.61507e-06 3.55983e-06 2.58034e-06 3.35199e-06 2.26453e-06 1.73045e-06 0 1.53004e-06 3.71479e-06 8.66831e-06 2.4854e-06 3.35244e-06 5.02915e-06 3.29161e-06 3.52221e-06 2.87908e-06 0 4.81569e-35 0 3.41096e-06 0 Variance: 6.13128e-06 Variances/cluster: 2.04823e-08 3.53591e-08 0 2.21723e-08 3.60394e-08 2.07949e-08 2.95629e-08 0 2.91364e-08 0 2.84293e-08 4.49648e-08 2.91821e-08 2.58685e-08 2.1495e-08 3.04814e-08 1.75159e-06 3.53437e-08 4.03215e-08 3.24602e-08 2.67834e-08 0 8.95767e-07 5.09709e-08 0 4.74478e-08 3.65528e-08 2.64591e-08 3.16235e-08 2.62937e-08 2.66668e-08 0 4.12321e-08 0 0 2.75076e-08 2.47784e-08 3.88962e-08 2.96219e-08 2.91912e-08 4.72163e-08 0.035575 1.69132e-07 3.61275e-08 0 2.79099e-08 3.52876e-08 2.75412e-08 3.67708e-08 3.93959e-07 1.94281e-08 4.66254e-08 3.00685e-08 0 4.17313e-08 3.43985e-08 3.91155e-08 3.4858e-08 2.86465e-08 2.00378e-08 2.03563e-08 0 4.78096e-08 2.00782e-08 9.63048e-08 3.88309e-08 2.5016e-08 1.32302e-07 2.05708e-08 3.55747e-08 2.30307e-08 0 2.67973e-31 0 3.58932e-08 0 -------------------------------------------------------------- Initialization seed trial #171 of 1000; initialization seed = 493576396 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 727012 Distortion: 0.000209723 Distortions/cluster: 3.40065e-06 0 3.08768e-06 5.15882e-06 4.59815e-06 3.99643e-06 4.1852e-06 1.08283e-34 5.02013e-06 4.79965e-06 3.49045e-06 4.76734e-06 0 2.44884e-06 2.02668e-06 6.50101e-06 4.16972e-06 5.25522e-06 2.58636e-06 2.09372e-06 2.08835e-06 7.63883e-06 4.58353e-06 1.60009e-06 1.90004e-06 2.75518e-06 1.5743e-06 3.10239e-06 3.50518e-06 1.39013e-06 2.37044e-35 2.59913e-06 2.10938e-06 5.69743e-06 4.97954e-06 4.81569e-35 9.64317e-35 1.60756e-06 4.43132e-06 2.21615e-06 2.25096e-06 1.78317e-06 5.93058e-06 2.3531e-06 2.53479e-06 2.20851e-06 2.34342e-06 1.75447e-06 3.17248e-06 2.97787e-06 0 0 7.43858e-06 3.74548e-06 2.62634e-06 0 3.93447e-06 1.27749e-35 3.1086e-06 1.42156e-06 0 2.2405e-06 3.8682e-06 1.34667e-06 1.34402e-06 5.07873e-06 0 0 9.85484e-06 2.53503e-06 1.90885e-06 0 3.19176e-06 1.89028e-06 2.0261e-06 3.48892e-06 Variance: 3.58869e-08 Variances/cluster: 2.32894e-08 0 8.57402e-08 3.76437e-08 4.83855e-08 2.66406e-08 4.0229e-08 0 1.32065e-07 3.42778e-07 3.32395e-08 3.84338e-08 0 3.13929e-08 9.21139e-08 4.57671e-08 2.89468e-08 1.75159e-06 2.46298e-08 1.61041e-07 2.04722e-08 3.23574e-08 2.79459e-08 4.84832e-08 3.06431e-08 3.99266e-08 2.04436e-08 2.65137e-08 3.72858e-08 2.04412e-08 0 2.49887e-08 2.08826e-08 2.92079e-08 3.98233e-08 2.67973e-31 6.86694e-32 1.72841e-08 3.54475e-08 2.11043e-08 1.99179e-08 2.58407e-08 4.00585e-08 1.97722e-08 3.37946e-08 2.48119e-08 2.60353e-08 1.63954e-08 4.2296e-08 2.25576e-08 0 0 9.18252e-08 2.29764e-08 3.91959e-08 0 4.4696e-08 0 2.9324e-08 2.68195e-08 0 2.03664e-08 2.6312e-08 2.69242e-07 2.92148e-08 3.93583e-08 0 0 8.95767e-07 3.72776e-08 3.53468e-08 0 2.12759e-08 3.31599e-08 2.89418e-08 3.35443e-08 -------------------------------------------------------------- Initialization seed trial #172 of 1000; initialization seed = 493576397 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 499003 Distortion: 0.0358327 Distortions/cluster: 2.659e-06 1.75068e-06 3.03703e-06 6.45786e-06 2.79016e-06 7.04941e-06 2.63365e-06 1.79214e-06 2.53316e-06 3.41207e-06 0 2.75389e-06 1.56797e-06 2.49249e-06 1.08283e-34 3.40125e-06 2.37044e-35 4.81569e-35 5.24053e-06 9.85484e-06 2.92514e-06 0 4.61191e-06 3.90187e-06 3.77825e-06 2.90009e-06 0 8.55988e-06 4.08121e-06 5.02915e-06 5.16856e-06 4.12456e-06 2.94213e-06 5.30236e-06 3.31071e-06 1.9163e-06 1.27749e-35 1.57386e-06 0.0356196 0 0 2.82746e-06 1.54806e-06 1.91851e-06 2.93648e-06 2.34406e-06 3.1551e-06 1.50115e-06 2.34791e-06 0 0 0 3.19859e-06 2.40762e-06 0 4.56695e-06 2.68346e-06 2.66727e-06 2.98235e-06 2.86591e-06 4.08529e-06 0 0 4.77399e-06 3.36666e-06 4.22422e-06 7.22623e-06 6.09109e-06 2.95372e-06 3.5982e-06 2.76613e-06 3.33734e-06 5.25522e-06 0 2.38665e-06 3.60312e-06 Variance: 6.13154e-06 Variances/cluster: 2.46176e-08 3.30208e-08 1.99787e-08 4.0355e-07 3.92858e-08 4.48858e-08 3.51132e-08 2.75689e-08 3.0154e-08 4.60938e-08 0 2.02474e-08 2.70316e-08 2.86465e-08 0 3.65607e-08 0 2.67973e-31 2.51926e-08 8.95767e-07 3.04676e-08 0 3.97454e-08 2.21671e-08 2.24871e-08 2.7357e-08 0 9.61687e-08 2.12544e-08 1.32302e-07 4.69729e-08 3.78277e-08 1.93544e-08 3.15513e-08 2.34781e-08 4.79042e-08 0 3.4972e-08 0.035575 0 0 2.45845e-08 3.51714e-08 4.91882e-08 2.71874e-08 3.16737e-08 2.62898e-08 3.7526e-08 2.49756e-08 0 0 0 3.94853e-08 3.64759e-08 0 1.69132e-07 2.37453e-08 3.3338e-08 3.35066e-08 3.21985e-08 3.64725e-08 0 0 3.88002e-08 3.78243e-08 3.9838e-08 2.98507e-08 3.60302e-08 2.6607e-08 2.6262e-08 3.29275e-08 4.83526e-08 1.75159e-06 0 2.84101e-08 2.3547e-08 -------------------------------------------------------------- Initialization seed trial #173 of 1000; initialization seed = 493576398 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 84 BIC score: 594761 Distortion: 0.00412768 Distortions/cluster: 5.2913e-06 1.48049e-06 3.36539e-06 5.5359e-06 4.81569e-35 5.53343e-06 2.00513e-06 2.88241e-06 9.64317e-35 1.35282e-06 4.50842e-06 3.2684e-06 2.51718e-06 1.83097e-06 3.1237e-06 2.22303e-06 0 3.94227e-06 7.55285e-06 5.36008e-06 8.39942e-06 8.02094e-06 2.13079e-06 1.42344e-06 1.63497e-06 1.98749e-06 2.83523e-06 2.42786e-06 5.25522e-06 1.37964e-06 1.66084e-06 6.61352e-06 5.75883e-06 6.45786e-06 8.20068e-07 2.61604e-06 4.56695e-06 1.95396e-06 2.31243e-06 1.81314e-06 5.25292e-06 3.46924e-06 9.85484e-06 2.52791e-06 3.02827e-06 2.37044e-35 1.92476e-06 1.7148e-06 3.71005e-06 0.00391362 1.99806e-06 1.64077e-06 0 4.60892e-06 3.89649e-06 0 3.41892e-06 2.55569e-06 0 1.59119e-06 5.10397e-06 0 4.06226e-06 3.52658e-06 1.9662e-06 0 1.91414e-06 0 0 1.66635e-06 0 2.35482e-06 2.49226e-06 7.26262e-06 6.76298e-07 0 Variance: 7.06311e-07 Variances/cluster: 1.35629e-07 3.08399e-08 2.90094e-08 3.10903e-08 2.67973e-31 3.86828e-08 3.58027e-08 3.16715e-08 6.86694e-32 3.46856e-08 3.00535e-08 4.18887e-08 2.54238e-08 2.57859e-08 3.0033e-08 3.08729e-08 0 3.51957e-08 2.99619e-08 5.46782e-08 9.43662e-08 5.01148e-08 2.13054e-08 1.80161e-08 4.95404e-08 3.20535e-08 2.18074e-08 2.20688e-08 1.75159e-06 3.13527e-08 3.38925e-08 4.4975e-08 4.36135e-08 4.0355e-07 2.8276e-08 4.43356e-08 1.69132e-07 2.67642e-08 2.10202e-08 2.13291e-08 4.30427e-08 2.7531e-08 8.95767e-07 4.86094e-08 2.08828e-08 0 2.43619e-08 2.67915e-08 2.18219e-08 0.00391989 1.9027e-08 3.21693e-08 0 4.18867e-08 2.5465e-08 0 1.93142e-08 2.6345e-08 0 3.70014e-08 3.01984e-08 0 3.79525e-08 2.21778e-08 2.52055e-08 0 2.73424e-08 0 0 2.10907e-08 0 2.45265e-08 2.39615e-08 4.03348e-08 3.07389e-08 0 -------------------------------------------------------------- Initialization seed trial #174 of 1000; initialization seed = 493576399 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 727147 Distortion: 0.000208598 Distortions/cluster: 2.02413e-06 2.25018e-06 3.31792e-06 1.29345e-06 2.85499e-06 6.45786e-06 5.24381e-06 2.77748e-06 2.23992e-06 2.51086e-06 3.14205e-06 2.37044e-35 3.00818e-06 3.6963e-06 2.63618e-06 5.98491e-06 3.61528e-06 3.61977e-06 7.89415e-06 3.32643e-06 1.59099e-06 3.52994e-06 3.75896e-06 1.59259e-06 5.38024e-06 1.47637e-06 9.85484e-06 3.16222e-06 4.86646e-06 9.64317e-35 4.81569e-35 3.04417e-06 3.91027e-06 0 0 1.26936e-06 0 2.73984e-06 5.19922e-06 3.07265e-06 7.66251e-06 3.1133e-06 2.73515e-06 2.4608e-06 3.47165e-06 1.99699e-06 0 0 2.04518e-06 2.34133e-06 2.48644e-06 2.42458e-06 3.36591e-06 2.78095e-06 2.08762e-06 2.72178e-06 1.08283e-34 5.25522e-06 0 1.27749e-35 2.18777e-06 0 1.65004e-06 2.18643e-06 0 3.82391e-06 3.21565e-06 2.31465e-06 4.27414e-06 3.0901e-06 2.55573e-06 0 3.43315e-06 3.33265e-06 4.36314e-06 2.87887e-06 Variance: 3.56943e-08 Variances/cluster: 2.0239e-08 2.58611e-08 3.38452e-08 1.7244e-08 1.0977e-07 4.0355e-07 2.57027e-08 2.7227e-08 4.97721e-08 2.34632e-08 4.75925e-08 0 2.26159e-08 3.2421e-08 2.71745e-08 2.91851e-08 4.30249e-08 4.11202e-08 9.07286e-08 3.69581e-08 4.29959e-08 2.99121e-08 4.52846e-08 3.2499e-08 3.98405e-08 1.96831e-08 8.95767e-07 2.21115e-08 3.98764e-08 6.86694e-32 2.67973e-31 3.30858e-08 3.90899e-08 0 0 2.26647e-08 0 2.20935e-08 4.33124e-08 3.2685e-08 3.40445e-08 2.04805e-08 2.76254e-08 1.11816e-07 3.27486e-08 2.5276e-08 0 0 1.77826e-08 2.31791e-08 3.71078e-08 3.46258e-08 2.42131e-08 3.80838e-08 2.94007e-08 1.87687e-08 0 1.75159e-06 0 0 3.77169e-08 0 4.85265e-08 2.91498e-08 0 3.60714e-08 3.78198e-08 2.26907e-08 1.64378e-07 2.45224e-08 2.80826e-08 0 2.20054e-08 2.82401e-08 2.96714e-08 3.68967e-08 -------------------------------------------------------------- Initialization seed trial #175 of 1000; initialization seed = 493576400 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 594459 Distortion: 0.00412478 Distortions/cluster: 3.44451e-06 2.01066e-06 1.73317e-06 2.28305e-06 2.52488e-06 6.30539e-06 3.00192e-06 2.45266e-06 4.56695e-06 5.44289e-06 1.91908e-06 1.31544e-06 2.15557e-06 4.05826e-06 2.24635e-06 2.24807e-06 1.77981e-06 1.32161e-06 4.80406e-06 4.67876e-06 5.3761e-06 4.29314e-06 2.95752e-06 5.48376e-06 2.82278e-06 2.9858e-06 9.85484e-06 1.98337e-06 2.86061e-06 7.19537e-06 9.64317e-35 1.63343e-06 1.84859e-06 2.22987e-06 1.80414e-06 5.25522e-06 2.952e-06 2.1335e-06 2.37044e-35 0 8.77811e-06 1.83908e-06 4.81569e-35 2.61266e-06 2.78339e-06 1.7085e-06 1.92082e-06 1.60044e-06 1.36177e-06 0 4.78277e-06 9.96484e-07 0 2.9301e-06 4.25897e-06 2.84322e-06 2.05677e-06 0 1.99126e-06 6.45786e-06 0 0 4.60216e-06 0 0.00391362 4.416e-06 2.41593e-06 0 5.95308e-06 5.83004e-06 3.03078e-06 1.96102e-06 3.48176e-06 1.45393e-06 5.13073e-06 0 Variance: 7.05815e-07 Variances/cluster: 2.19377e-08 3.79341e-08 4.95149e-08 3.86923e-08 2.0037e-08 3.86711e-08 3.94955e-08 2.50249e-08 1.69132e-07 4.65055e-08 2.46007e-08 1.90621e-08 2.47742e-08 4.36233e-08 3.56536e-08 1.97182e-08 1.77965e-08 1.71617e-08 4.10468e-08 5.70389e-08 3.53576e-08 2.95981e-08 3.47913e-08 3.09716e-08 2.54282e-08 2.68961e-08 8.95767e-07 2.2283e-08 3.8139e-08 5.03022e-08 6.86694e-32 1.92146e-08 2.60343e-08 2.89568e-08 1.78612e-08 1.75159e-06 2.34263e-08 3.55553e-08 0 0 9.86202e-08 2.96599e-08 2.67973e-31 3.18589e-08 2.55335e-08 3.48652e-08 2.52716e-08 2.71238e-08 1.94521e-08 0 2.93396e-08 1.91614e-08 0 3.95829e-08 1.18266e-07 4.18083e-08 1.86957e-08 0 2.14089e-08 4.0355e-07 0 0 2.94984e-08 0 0.00391989 2.59742e-08 2.68415e-08 0 4.28141e-08 4.66254e-08 3.78815e-08 1.75076e-08 3.02735e-08 2.30757e-08 2.84946e-08 0 -------------------------------------------------------------- Initialization seed trial #176 of 1000; initialization seed = 493576401 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498935 Distortion: 0.0358322 Distortions/cluster: 4.81569e-35 3.35545e-06 0.0356196 4.56695e-06 2.49454e-06 1.85825e-06 5.25522e-06 5.9104e-06 1.27749e-35 2.41663e-06 2.17522e-06 5.27022e-06 5.76841e-06 2.21472e-06 1.91567e-06 1.96678e-06 3.96459e-06 2.22308e-06 3.46186e-06 2.37044e-35 1.90384e-06 2.96924e-06 5.02764e-06 2.83425e-06 3.72873e-06 3.99394e-06 2.1811e-06 9.85484e-06 6.3841e-06 2.53572e-06 3.44295e-06 6.72511e-06 0 1.08283e-34 4.15035e-06 1.76554e-06 0 0 0 2.70142e-06 2.06617e-06 2.792e-06 3.27174e-06 4.95918e-06 2.89493e-06 0 1.45535e-06 2.81632e-06 8.16378e-06 2.08235e-06 3.07094e-06 0 0 2.75348e-06 0 6.11584e-06 7.62071e-06 1.55977e-06 3.20121e-06 0 5.2913e-06 2.27746e-06 7.17003e-06 0 3.23613e-06 2.00315e-06 2.35959e-06 0 3.93634e-06 2.45344e-06 3.45319e-06 3.58908e-06 0 0 2.03621e-06 5.02804e-06 Variance: 6.13146e-06 Variances/cluster: 2.67973e-31 3.53175e-08 0.035575 1.69132e-07 2.1319e-08 2.51093e-08 1.75159e-06 3.93959e-07 0 1.88783e-08 1.92481e-08 3.06308e-08 3.5817e-08 2.83914e-08 2.15225e-08 2.20967e-08 4.12953e-08 1.30756e-07 5.32547e-08 0 2.40971e-08 2.21565e-08 4.25931e-08 3.63336e-08 2.27335e-08 2.83225e-08 2.13815e-08 8.95767e-07 4.90938e-08 2.75595e-08 3.18765e-08 4.30958e-08 0 0 2.94254e-08 2.59616e-08 0 0 0 2.64815e-08 2.08686e-08 2.40668e-08 3.59503e-08 2.80087e-08 2.12843e-08 0 2.55301e-08 2.30825e-08 9.38273e-08 2.00209e-08 2.64713e-08 0 0 2.13425e-08 0 4.66708e-08 4.16299e-08 1.97422e-08 3.04852e-08 0 1.35629e-07 2.21092e-08 5.19404e-08 0 3.76261e-08 3.85186e-08 2.68111e-08 0 4.741e-08 1.81721e-08 2.07999e-08 4.12503e-08 0 0 3.0388e-08 4.29606e-08 -------------------------------------------------------------- Initialization seed trial #177 of 1000; initialization seed = 493576402 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 63 BIC score: 493908 Distortion: 0.039738 Distortions/cluster: 2.91962e-06 2.33464e-06 2.87843e-06 2.2731e-06 4.10506e-06 1.67296e-06 2.14321e-06 4.65581e-06 2.23223e-06 4.24034e-06 2.47735e-06 3.0776e-06 2.97194e-06 2.37044e-35 2.75265e-06 1.61468e-06 3.24037e-06 0.00391362 5.53423e-06 3.92513e-06 3.98195e-06 2.32728e-06 5.25522e-06 1.63851e-06 3.65376e-06 2.18139e-06 3.81685e-06 3.015e-06 3.49425e-06 2.85499e-06 2.54313e-06 0 3.97964e-06 4.89025e-06 4.81569e-35 2.5097e-06 2.83422e-06 0 0 4.52042e-06 4.9932e-06 1.5517e-06 5.13728e-06 1.29645e-06 2.98702e-06 3.3573e-06 1.55236e-06 1.1831e-06 3.34239e-06 3.23763e-06 9.85484e-06 4.4889e-06 2.11299e-06 1.88654e-06 2.17136e-06 1.90282e-06 5.91481e-06 1.66318e-06 5.11456e-06 2.15856e-06 2.67392e-06 4.27741e-06 0 0 0 2.36052e-06 0.0356196 2.22473e-06 2.77334e-06 2.65544e-06 2.25847e-06 0 2.67017e-06 3.69199e-06 4.79965e-06 0 Variance: 6.7998e-06 Variances/cluster: 1.79102e-08 3.38324e-08 2.01265e-08 2.77183e-08 4.23063e-08 2.65525e-08 2.52114e-08 2.873e-08 1.48804e-07 4.41555e-08 3.75328e-08 3.57746e-08 2.20117e-08 0 1.14655e-07 2.24242e-08 3.90382e-08 0.00391989 2.9118e-08 3.96347e-08 2.80394e-08 2.6748e-08 1.75159e-06 2.40932e-08 3.61726e-08 2.0773e-08 3.89347e-08 3.54675e-08 4.06273e-08 1.0977e-07 3.91133e-08 0 3.10881e-08 7.40876e-08 2.67973e-31 2.56069e-08 3.72895e-08 0 0 4.07111e-08 3.7531e-08 2.09671e-08 3.51754e-08 2.235e-08 2.33341e-08 1.04906e-07 3.1041e-07 2.95747e-08 2.8565e-08 2.1874e-08 8.95767e-07 3.83552e-08 3.46361e-08 2.77407e-08 2.01029e-08 3.02008e-08 4.47948e-08 2.15978e-08 3.15611e-08 2.07536e-08 1.89623e-08 5.41397e-08 0 0 0 2.36027e-08 0.035575 2.4994e-08 2.02415e-08 1.9815e-08 3.2261e-08 0 3.70828e-08 2.38172e-08 3.42778e-07 0 -------------------------------------------------------------- Initialization seed trial #178 of 1000; initialization seed = 493576403 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 717694 Distortion: 0.000261029 Distortions/cluster: 2.85147e-06 2.37044e-35 2.1274e-06 9.64317e-35 2.92921e-06 4.09944e-06 2.725e-06 4.81569e-35 2.3912e-06 3.17743e-06 2.02847e-06 2.27197e-06 0 6.35625e-06 1.87948e-06 4.93485e-06 2.73554e-06 2.87935e-06 3.9537e-06 0 4.52552e-06 4.99095e-06 0 2.31043e-06 4.21283e-06 5.31419e-06 2.29562e-06 0 2.06371e-06 0 4.78215e-06 2.84056e-06 3.33183e-06 0 4.34041e-06 0 4.35486e-06 3.86811e-06 2.83739e-06 3.12539e-06 3.55705e-06 4.11008e-06 2.21923e-06 4.78092e-06 0 3.15108e-06 3.13024e-06 4.13921e-06 4.54516e-06 2.72549e-06 6.54927e-06 1.82711e-06 3.93206e-06 3.97936e-06 0 0 4.71568e-06 0 1.27749e-35 0 0 3.4266e-06 2.70983e-06 2.08727e-06 3.06168e-05 0 5.2913e-06 2.65403e-06 4.35604e-05 2.19831e-06 4.05321e-06 1.08283e-34 6.17897e-06 2.35552e-06 0 0 Variance: 4.46661e-08 Variances/cluster: 1.81606e-08 0 4.0908e-08 6.86694e-32 1.95257e-08 2.86581e-08 2.54643e-08 2.67973e-31 2.78022e-08 3.14571e-08 2.33135e-08 5.67944e-08 0 4.57138e-08 3.13217e-08 1.49529e-07 2.02615e-08 4.0551e-08 2.65326e-08 0 3.14245e-08 2.57243e-08 0 2.06265e-08 3.86373e-08 2.81082e-08 3.42598e-08 0 3.17466e-08 0 2.40288e-08 2.2905e-08 4.38254e-08 0 4.13236e-08 0 3.8526e-08 3.68361e-08 2.89503e-08 2.89293e-08 2.52251e-08 2.08615e-08 3.1254e-08 3.06367e-08 0 2.29985e-08 3.81704e-08 3.90369e-08 2.70521e-08 2.83874e-08 5.11508e-08 2.85464e-08 4.62567e-08 5.68427e-08 0 0 4.66755e-08 0 0 0 0 2.57616e-08 2.2393e-08 4.63796e-08 3.1889e-07 0 1.35629e-07 2.50359e-08 2.7222e-06 2.3635e-08 4.71147e-08 0 4.20202e-08 4.13213e-08 0 0 -------------------------------------------------------------- Initialization seed trial #179 of 1000; initialization seed = 493576404 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 728063 Distortion: 0.000205776 Distortions/cluster: 2.88745e-06 3.4582e-06 7.89415e-06 1.81873e-06 3.89294e-06 3.03359e-06 1.75438e-06 5.9104e-06 3.30524e-06 4.02277e-06 0 2.69696e-06 3.3798e-06 3.55534e-06 2.00925e-06 2.64826e-06 5.45773e-06 4.77565e-06 4.33908e-06 3.35011e-06 2.66083e-06 2.20571e-06 2.5218e-06 9.64317e-35 3.04606e-06 9.85484e-06 2.44806e-06 3.03046e-06 2.37044e-35 4.51019e-06 0 3.08177e-06 0 1.95693e-06 0 3.44895e-06 2.09557e-06 2.76407e-06 2.94668e-06 1.27749e-35 4.01216e-06 4.81569e-35 2.96751e-06 2.14854e-06 0 1.73352e-06 3.18913e-06 1.9633e-06 0 3.43636e-06 2.88746e-06 4.06888e-06 3.77384e-06 0 3.1303e-06 1.08283e-34 3.19764e-06 2.85499e-06 3.67138e-06 0 2.40661e-06 3.55499e-06 3.17362e-06 2.55616e-06 2.50364e-06 0 0 4.7807e-06 4.27414e-06 0 4.27481e-06 3.26897e-06 3.05418e-06 2.87741e-06 3.99842e-06 5.25522e-06 Variance: 3.52115e-08 Variances/cluster: 2.64878e-08 2.70083e-08 9.07286e-08 3.86928e-08 3.08937e-08 3.48572e-08 2.6988e-08 3.93959e-07 3.67134e-08 2.52921e-08 0 2.99635e-08 2.09907e-08 3.48459e-08 2.60918e-08 3.43899e-08 2.39353e-08 3.02226e-08 2.85373e-08 4.03593e-08 2.89196e-08 2.3216e-08 3.23279e-08 6.86694e-32 2.62568e-08 8.95767e-07 3.65353e-08 3.69446e-08 0 2.50541e-08 0 3.80442e-08 0 3.91357e-08 0 5.38852e-08 1.30959e-07 4.18658e-08 3.63669e-08 0 2.31896e-08 2.67973e-31 3.57413e-08 2.98382e-08 0 2.75139e-08 2.8465e-08 3.21747e-08 0 3.77497e-08 2.18728e-08 2.26024e-08 2.43445e-08 0 4.17246e-08 0 1.82706e-08 1.0977e-07 2.78111e-08 0 3.75908e-08 2.19418e-08 2.06061e-08 1.111e-07 4.03782e-08 0 0 2.76317e-08 1.64378e-07 0 3.7486e-08 4.8776e-08 2.67879e-08 3.68781e-08 2.43785e-08 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #180 of 1000; initialization seed = 493576405 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 498344 Distortion: 0.0360941 Distortions/cluster: 5.25522e-06 2.21372e-06 1.27749e-35 1.68667e-06 3.26104e-06 2.92605e-06 9.85484e-06 0.0356196 5.30763e-06 2.5915e-06 2.40563e-06 2.15777e-06 1.08283e-34 1.74379e-06 2.40052e-06 1.80722e-06 2.0169e-06 2.26655e-06 1.91549e-06 1.71196e-06 3.97808e-06 2.98139e-06 5.33605e-06 2.28052e-06 3.88449e-06 2.22079e-06 2.20033e-06 2.90225e-06 2.37044e-35 0 2.06509e-06 0 5.48083e-06 2.23481e-06 0 2.52784e-06 2.69534e-06 5.06313e-06 3.29555e-06 2.50098e-06 2.44906e-06 3.70672e-06 3.4186e-06 1.90185e-06 0 1.50117e-06 6.45786e-06 2.98975e-06 3.01049e-06 0 4.44152e-06 2.48911e-06 2.79648e-06 2.51917e-06 1.56753e-06 3.48945e-06 4.49645e-06 4.56695e-06 4.47095e-06 0.000272566 0 1.75398e-06 0 5.61657e-06 0 1.53373e-06 5.28643e-06 2.04024e-06 2.99093e-06 5.22099e-06 1.88133e-06 3.09199e-06 5.18454e-06 2.15105e-06 5.79274e-06 0 Variance: 6.17627e-06 Variances/cluster: 1.75159e-06 4.17652e-08 0 2.55534e-08 3.83526e-08 2.25007e-08 8.95767e-07 0.035575 3.01543e-08 2.42168e-08 2.79696e-08 3.42473e-08 0 2.38855e-08 2.55289e-08 5.01961e-08 5.76062e-08 2.26628e-08 3.0402e-08 2.41102e-08 2.72447e-08 3.87159e-08 2.76455e-08 2.32685e-08 4.13208e-08 3.70107e-08 1.92994e-08 2.73766e-08 0 0 2.61317e-08 0 4.45453e-08 3.43701e-08 0 3.32505e-08 3.2867e-08 3.12511e-08 5.06854e-08 3.3786e-08 3.35461e-08 3.94214e-08 4.02058e-08 2.83834e-08 0 3.06344e-08 4.0355e-07 4.20952e-08 2.13485e-08 0 4.14959e-08 2.96296e-08 2.4105e-08 2.70789e-08 3.01347e-08 2.85992e-08 2.84561e-08 1.69132e-07 3.99062e-08 3.13264e-06 0 2.61767e-08 0 2.41033e-08 0 4.25999e-08 2.221e-08 1.83784e-08 3.1808e-08 2.82191e-08 2.11316e-08 3.96288e-08 1.3639e-07 3.58475e-08 2.85332e-08 0 -------------------------------------------------------------- Initialization seed trial #181 of 1000; initialization seed = 493576406 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 726431 Distortion: 0.000214054 Distortions/cluster: 0 1.45337e-06 2.76561e-06 1.11313e-06 5.9104e-06 5.06131e-06 1.18767e-06 4.72535e-06 4.63195e-06 2.22435e-06 8.39053e-06 9.85484e-06 3.76306e-06 1.99903e-06 1.08283e-34 2.75862e-06 3.81883e-06 3.01188e-06 2.6748e-06 1.25142e-06 1.27749e-35 1.94519e-06 1.65662e-06 3.25892e-06 5.25522e-06 2.85699e-06 3.42602e-06 1.84268e-06 4.69273e-06 2.5588e-06 1.92915e-06 9.64317e-35 1.88242e-06 2.90807e-06 9.00951e-06 2.12865e-06 2.37044e-35 0 3.2711e-06 0 0 2.9434e-06 0 3.30793e-06 0 3.83607e-06 5.24482e-06 2.22308e-06 4.81569e-35 0 0 3.37919e-06 1.95755e-06 0 3.14473e-06 4.56695e-06 6.93934e-06 2.07356e-06 3.67825e-06 0 4.05084e-06 4.19485e-06 3.06204e-06 2.2863e-06 2.83799e-06 3.48921e-06 2.35573e-06 8.56434e-06 2.57985e-06 0 2.2578e-06 6.39702e-06 8.82504e-06 0 4.63943e-06 0 Variance: 3.66279e-08 Variances/cluster: 0 2.38236e-08 2.65901e-08 1.85505e-08 3.93959e-07 3.37311e-08 2.4236e-08 2.89804e-08 4.13444e-08 1.91738e-08 3.40966e-08 8.95767e-07 2.32267e-08 3.27601e-08 0 4.17843e-08 6.941e-08 3.76361e-08 2.57162e-08 1.62507e-08 0 2.026e-08 1.84048e-08 2.24733e-08 1.75159e-06 3.00709e-08 3.42495e-08 3.07085e-08 1.26789e-07 2.26423e-08 2.11972e-08 6.86694e-32 2.57842e-08 2.46418e-08 5.11865e-08 3.04061e-08 0 0 3.55438e-08 0 0 3.77326e-08 0 3.75778e-08 0 3.83482e-08 3.85617e-08 1.30756e-07 2.67973e-31 0 0 3.75436e-08 1.6588e-08 0 3.69851e-08 1.69132e-07 5.59575e-08 1.85117e-08 2.31316e-08 0 4.65468e-08 2.74148e-08 4.3113e-08 1.87385e-08 2.6521e-08 2.28033e-08 2.4283e-08 4.28183e-08 1.99971e-08 0 2.56545e-08 2.81783e-08 9.80458e-08 0 3.15504e-08 0 -------------------------------------------------------------- Initialization seed trial #182 of 1000; initialization seed = 493576407 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 725919 Distortion: 0.000216679 Distortions/cluster: 1.08283e-34 4.10335e-06 7.08621e-06 4.2631e-06 1.82056e-06 2.64212e-06 9.85484e-06 7.52971e-06 3.39214e-06 7.11474e-06 5.80361e-06 2.56684e-06 0 1.47017e-06 4.56695e-06 2.50957e-06 2.19901e-06 2.30912e-06 2.06683e-06 9.64317e-35 5.85094e-06 2.37044e-35 7.36435e-06 0 2.00008e-06 1.66917e-06 3.98062e-06 0 5.25522e-06 4.32805e-06 2.37314e-06 2.13612e-06 1.35581e-06 4.67389e-06 5.54074e-06 2.46697e-06 3.32412e-06 5.97862e-06 0 3.25341e-06 0 3.86116e-06 6.3068e-06 2.08312e-06 1.1403e-06 2.05015e-06 0 4.259e-06 2.02691e-06 2.40209e-06 1.82718e-06 0 1.27749e-35 0 0 2.01802e-06 5.9104e-06 4.81569e-35 2.40628e-06 0 8.29035e-06 0 1.95654e-06 2.07943e-06 1.29781e-06 0 1.55818e-06 3.27007e-06 2.64813e-06 6.11584e-06 0 2.91076e-06 1.10083e-06 5.27294e-06 5.87994e-06 5.15698e-06 Variance: 3.70772e-08 Variances/cluster: 0 4.27394e-08 4.3728e-08 2.46397e-08 2.27543e-08 3.43103e-08 8.95767e-07 4.48048e-08 2.08088e-08 4.11126e-08 3.41278e-08 4.84269e-08 0 1.98653e-08 1.69132e-07 2.14474e-08 3.49018e-08 4.52728e-08 2.58332e-08 6.86694e-32 2.69605e-08 0 3.00487e-08 0 1.85171e-08 2.7817e-08 2.27444e-08 0 1.75159e-06 3.18211e-08 3.54168e-08 2.22486e-08 4.23654e-08 2.97671e-08 1.38473e-07 2.145e-08 2.89029e-08 4.98063e-08 0 2.50241e-08 0 4.82602e-08 4.88753e-08 3.65436e-08 2.15131e-08 2.971e-08 0 2.55008e-08 2.22717e-08 3.24578e-08 1.86426e-08 0 0 0 0 2.76417e-08 3.93959e-07 2.67973e-31 2.43035e-08 0 9.41992e-08 0 1.84563e-08 2.59897e-08 2.16278e-08 0 1.87716e-08 2.74771e-08 3.72952e-08 4.66708e-08 0 3.54942e-08 1.61868e-08 4.32066e-08 4.55659e-08 3.26285e-08 -------------------------------------------------------------- Initialization seed trial #183 of 1000; initialization seed = 493576408 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 688843 Distortion: 0.000499738 Distortions/cluster: 3.09564e-06 2.34624e-06 2.70041e-06 2.25593e-06 4.0281e-06 2.27967e-06 4.49904e-06 3.94469e-06 2.17202e-06 2.37044e-35 4.84012e-06 0 3.0577e-06 0.000272067 0 3.27635e-06 6.46989e-06 3.08309e-06 1.27749e-35 9.64317e-35 0 6.37622e-06 4.54839e-06 3.00678e-06 6.38173e-06 3.13702e-06 2.31205e-06 0 3.73519e-06 0 5.40575e-06 5.55562e-06 2.14326e-06 2.45348e-05 2.45167e-06 1.59192e-05 1.08283e-34 3.78393e-06 3.57532e-06 2.13566e-06 2.10075e-06 4.75871e-06 2.61736e-06 4.84115e-06 3.45557e-06 2.22575e-06 0 0 0 3.80436e-06 2.24322e-06 2.71005e-06 2.77974e-06 3.35106e-06 0 0 0 3.00137e-06 4.16991e-06 0 0 4.03789e-06 5.54801e-06 4.46619e-06 0 2.03864e-06 0 3.40969e-06 4.05477e-06 0 2.84541e-06 5.31983e-06 2.22701e-06 2.01703e-06 3.1971e-06 3.39843e-06 Variance: 8.5513e-08 Variances/cluster: 2.00998e-08 2.96966e-08 2.12607e-08 3.63836e-08 3.9869e-08 2.99931e-08 2.28358e-08 4.19612e-08 3.19382e-08 0 2.95103e-08 0 3.63981e-08 3.23858e-06 0 2.59999e-08 4.22728e-08 2.70415e-08 0 6.86694e-32 0 3.02091e-08 4.63976e-08 3.16474e-08 3.42992e-08 3.0161e-08 2.18099e-08 0 2.39412e-08 0 4.46611e-08 3.93887e-08 3.15157e-08 2.72576e-06 4.08579e-08 7.5794e-07 0 3.37822e-08 5.41549e-08 3.05065e-08 3.81931e-08 4.17297e-08 3.04317e-08 1.72882e-07 4.9361e-08 2.7141e-08 0 0 0 4.27326e-08 2.67026e-08 1.84341e-08 2.18858e-08 3.94112e-08 0 0 0 2.09868e-08 2.49673e-08 0 0 2.40322e-08 1.42209e-07 2.88047e-08 0 3.28783e-08 0 2.88931e-08 3.78826e-08 0 3.64686e-08 3.05711e-08 3.00923e-08 5.17146e-08 3.36507e-08 2.047e-08 -------------------------------------------------------------- Initialization seed trial #184 of 1000; initialization seed = 493576409 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 26 BIC score: 591975 Distortion: 0.00439012 Distortions/cluster: 2.37044e-35 3.01619e-06 2.58988e-06 5.76866e-06 9.85484e-06 1.93327e-06 4.78049e-06 3.12234e-06 2.69133e-06 5.14497e-06 3.96011e-06 9.64317e-35 4.56695e-06 0 0 2.48129e-06 4.01057e-06 1.96183e-06 2.61472e-06 3.01324e-06 3.29475e-06 0.00391362 5.9104e-06 4.22247e-06 2.80684e-06 3.48323e-06 0 3.37314e-06 3.02859e-06 3.53266e-06 0.000271944 4.11067e-06 2.28868e-06 2.35912e-06 2.79217e-06 5.70234e-06 2.22637e-06 0 3.83718e-06 2.96368e-06 4.34811e-06 3.8238e-06 2.49498e-06 1.87674e-06 3.04814e-06 0 4.75085e-06 0 3.0392e-06 0 2.47566e-06 0 3.54894e-06 2.8543e-06 0 3.09528e-06 3.4204e-06 2.76496e-06 3.86161e-06 2.01161e-06 1.63803e-06 0 2.81155e-06 4.20611e-06 2.42721e-06 1.73594e-06 3.68565e-06 4.68782e-06 4.1627e-06 1.87679e-06 0 0 3.23593e-06 5.25522e-06 0 3.97561e-06 Variance: 7.51219e-07 Variances/cluster: 0 2.79252e-08 1.81095e-08 1.44169e-07 8.95767e-07 2.44696e-08 2.8446e-08 3.46896e-08 3.63663e-08 4.71873e-08 2.69364e-08 6.86694e-32 1.69132e-07 0 0 2.63941e-08 3.71229e-08 1.94223e-08 2.17874e-08 3.54385e-08 2.96727e-08 0.00391989 3.93959e-07 2.35864e-08 3.46408e-08 3.78487e-08 0 4.959e-08 3.88257e-08 5.35205e-08 3.27612e-06 4.23641e-08 2.13877e-08 3.93159e-08 4.04537e-08 2.93909e-08 3.13544e-08 0 4.26214e-08 3.36754e-08 2.19577e-08 4.2483e-08 2.77196e-08 2.75968e-08 3.71692e-08 0 2.59587e-08 0 4.67413e-08 0 2.02905e-08 0 3.98626e-08 1.95483e-08 0 3.4011e-08 4.68506e-08 3.59058e-08 2.38347e-08 2.79357e-08 2.40865e-08 0 2.5321e-08 3.78805e-08 2.55473e-08 3.27506e-08 2.5242e-08 3.04377e-08 2.60083e-08 2.75974e-08 0 0 3.67605e-08 1.75159e-06 0 2.90161e-08 -------------------------------------------------------------- Initialization seed trial #185 of 1000; initialization seed = 493576410 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 498685 Distortion: 0.0358289 Distortions/cluster: 4.33977e-06 2.80311e-06 4.24751e-06 4.74256e-06 3.18202e-06 1.08283e-34 9.85484e-06 2.47093e-06 2.37044e-35 2.44377e-06 3.31558e-06 1.93588e-06 2.78554e-06 1.52042e-06 6.815e-06 2.83503e-06 3.53702e-06 4.86188e-06 1.61939e-06 3.1831e-06 3.00877e-06 4.7879e-06 1.70128e-06 3.26245e-06 7.89415e-06 2.23909e-06 0.0356196 1.27749e-35 1.82526e-06 2.10825e-06 2.55616e-06 0 2.60055e-06 3.70907e-06 2.64462e-06 3.07829e-06 4.87922e-06 3.83123e-06 6.09208e-06 0 5.42305e-06 4.27414e-06 0 2.5851e-06 0 2.30139e-06 5.41776e-06 3.29423e-06 4.81569e-35 2.62886e-06 2.53959e-06 2.647e-06 2.00575e-06 0 0 2.30168e-06 5.25522e-06 2.84483e-06 6.45786e-06 2.85499e-06 3.08353e-06 1.78384e-06 2.97239e-06 0 0 3.26128e-06 1.58982e-06 0 2.23323e-06 2.42353e-06 2.32493e-06 3.1896e-06 5.75659e-06 2.36532e-06 0 2.82605e-06 Variance: 6.13089e-06 Variances/cluster: 3.07758e-08 2.69506e-08 2.5131e-08 3.0987e-08 3.57415e-08 0 8.95767e-07 2.28767e-08 0 2.74557e-08 3.52616e-08 3.7947e-08 1.94776e-08 1.87684e-08 5.08545e-08 3.68067e-08 4.312e-08 3.98481e-08 3.30377e-08 2.74379e-08 3.418e-08 3.04935e-08 2.78873e-08 3.66446e-08 9.07286e-08 4.14512e-08 0.035575 0 3.96663e-08 2.73774e-08 1.111e-07 0 2.34263e-08 4.52286e-08 2.13254e-08 3.75372e-08 2.77137e-08 2.9015e-08 5.53777e-08 0 3.59113e-08 1.64378e-07 0 1.94352e-08 0 2.19153e-08 2.49645e-08 2.83891e-08 2.67973e-31 3.36923e-08 2.5393e-08 2.49688e-08 1.94711e-08 0 0 3.19574e-08 1.75159e-06 4.30898e-08 4.0355e-07 1.0977e-07 3.05199e-08 2.83123e-08 3.8095e-08 0 0 2.52791e-08 2.99934e-08 0 1.9588e-08 2.26478e-08 1.81619e-08 3.06664e-08 4.23246e-08 2.05656e-08 0 2.97453e-08 -------------------------------------------------------------- Initialization seed trial #186 of 1000; initialization seed = 493576411 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 725395 Distortion: 0.000221925 Distortions/cluster: 2.51408e-06 4.05061e-06 2.10396e-06 5.25522e-06 5.5155e-06 8.00784e-06 2.37044e-35 8.55988e-06 2.72895e-06 2.05022e-06 2.8923e-06 2.10447e-06 7.37359e-06 9.64317e-35 2.8116e-06 2.63814e-06 4.88108e-06 2.97817e-06 4.47398e-06 8.95317e-06 3.61914e-06 0 2.84074e-06 6.40809e-06 3.01632e-06 6.45786e-06 0 2.60545e-06 4.81569e-35 9.85484e-06 1.35293e-06 3.13773e-06 1.68151e-06 2.36145e-06 2.62115e-06 0 0 2.08719e-06 6.91187e-06 0 2.71074e-06 1.06365e-05 6.75479e-06 1.92426e-06 3.2759e-06 1.97687e-06 0 0 2.76438e-06 2.52482e-06 4.56695e-06 1.46657e-06 2.53709e-06 2.59018e-06 1.08283e-34 0 2.25055e-06 0 0 0 1.3688e-05 2.32135e-06 0 3.71046e-06 0 0 5.36309e-06 2.98609e-06 1.78079e-06 0 0 0 3.09435e-06 5.46201e-06 2.69006e-06 1.27749e-35 Variance: 3.79748e-08 Variances/cluster: 2.04378e-08 3.29289e-08 3.33932e-08 1.75159e-06 1.37842e-07 5.23232e-08 0 9.61687e-08 3.59044e-08 2.00979e-08 2.49315e-08 2.96378e-08 4.88161e-08 6.86694e-32 3.15881e-08 3.25667e-08 2.88796e-08 4.0242e-08 2.71127e-08 4.24186e-08 2.09181e-08 0 2.67964e-08 4.60865e-08 3.59057e-08 4.0355e-07 0 2.86286e-08 2.67973e-31 8.95767e-07 2.94089e-08 4.0746e-08 2.00157e-08 2.98892e-08 1.72429e-08 0 0 2.26849e-08 4.79836e-08 0 2.05341e-08 3.36487e-08 4.3286e-08 3.00639e-08 2.42636e-08 3.66063e-08 0 0 3.94878e-08 2.25403e-08 1.69132e-07 2.40401e-08 2.48705e-08 3.75365e-08 0 0 2.74433e-08 0 0 0 4.47173e-08 5.04597e-08 0 2.26228e-08 0 0 3.01271e-08 3.01599e-08 2.07046e-08 0 0 0 2.24209e-08 4.13654e-08 1.94908e-08 0 -------------------------------------------------------------- Initialization seed trial #187 of 1000; initialization seed = 493576412 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 594452 Distortion: 0.00414066 Distortions/cluster: 2.24632e-06 2.15761e-06 3.6712e-06 2.64036e-06 2.0729e-06 2.06009e-06 2.71117e-06 2.55616e-06 2.37044e-35 1.80131e-06 1.82954e-06 4.22429e-06 3.61261e-06 2.82602e-06 3.15366e-06 2.61937e-06 2.43865e-06 4.54295e-06 4.69841e-06 3.48448e-06 2.43867e-06 2.29714e-06 2.18131e-06 2.36047e-06 3.83003e-06 0.00391362 2.25563e-06 2.03495e-06 2.93037e-06 2.92345e-06 4.68615e-06 3.90991e-06 2.43589e-06 4.33052e-06 3.4811e-06 2.74848e-06 3.53731e-06 2.45348e-05 2.91756e-06 1.69849e-06 2.38674e-06 2.03706e-06 3.411e-06 9.64317e-35 3.6052e-06 0 3.34577e-06 2.85499e-06 1.64925e-06 1.59192e-05 0 4.48898e-06 0 4.32647e-06 0 0 2.98661e-06 1.87052e-06 0 3.73239e-06 3.89324e-06 8.00262e-06 0 2.62567e-06 4.87327e-06 0 4.27414e-06 4.81569e-35 4.21446e-06 3.3207e-06 0 1.40012e-06 0 1.9564e-06 2.13429e-06 4.84766e-06 Variance: 7.08531e-07 Variances/cluster: 5.10482e-08 4.49472e-08 1.98426e-08 3.03463e-08 3.18803e-08 2.94271e-08 3.66341e-08 1.111e-07 0 3.83225e-08 2.85843e-08 2.60736e-08 2.54387e-08 3.36328e-08 2.60606e-08 3.58786e-08 2.59409e-08 4.16647e-08 3.40434e-08 2.2334e-08 3.16683e-08 2.46983e-08 2.90746e-08 2.59369e-08 2.1636e-08 0.00391989 2.85498e-08 2.74971e-08 3.18413e-08 3.43906e-08 3.90396e-08 2.38381e-08 1.93308e-08 3.04865e-08 3.02678e-08 3.61523e-08 2.0564e-08 2.72576e-06 3.514e-08 2.26445e-08 3.91142e-08 4.5253e-08 2.79557e-08 6.86694e-32 2.40322e-08 0 1.92269e-08 1.0977e-07 3.4357e-08 7.5794e-07 0 3.13812e-08 0 4.24022e-08 0 0 2.87149e-08 2.71062e-08 0 5.04221e-08 2.7034e-08 9.09302e-08 0 3.5965e-08 2.66212e-08 0 1.64378e-07 2.67973e-31 3.26597e-08 2.93842e-08 0 3.04354e-08 0 4.34715e-08 4.74251e-08 4.40555e-08 -------------------------------------------------------------- Initialization seed trial #188 of 1000; initialization seed = 493576413 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498498 Distortion: 0.0358307 Distortions/cluster: 2.69884e-06 2.92035e-06 2.23107e-06 3.92358e-06 7.0755e-06 8.54309e-06 2.37044e-35 3.00273e-06 2.3182e-06 2.58074e-06 4.28521e-06 2.37224e-06 1.91295e-06 1.40668e-06 2.15938e-06 5.25522e-06 2.32189e-06 2.89249e-06 2.16642e-06 3.18778e-06 3.04707e-06 1.08283e-34 2.43294e-06 2.6924e-06 1.62358e-06 0 6.45786e-06 6.12327e-06 2.31648e-06 1.77324e-06 2.57957e-06 3.58504e-06 5.45247e-06 3.75286e-06 2.52199e-06 5.02915e-06 2.57234e-06 2.45173e-06 1.82735e-06 2.60645e-06 5.36052e-06 3.17637e-06 2.82534e-06 3.30774e-06 3.07781e-06 0.0356196 4.81569e-35 0 1.74386e-06 2.78377e-06 5.25234e-06 1.27749e-35 4.63379e-06 0 0 2.10701e-06 0 2.73527e-06 5.31814e-06 3.29935e-06 0 2.0808e-06 2.81249e-06 9.85484e-06 2.06075e-06 2.8371e-06 0 3.27314e-06 2.78755e-06 2.11388e-06 0 4.71015e-06 2.32617e-06 4.56695e-06 4.03435e-06 0 Variance: 6.1312e-06 Variances/cluster: 2.84058e-08 3.43461e-08 4.64665e-08 3.08915e-08 3.04878e-08 9.59801e-08 0 3.80063e-08 2.29498e-08 2.68803e-08 3.69383e-08 2.0102e-08 2.25033e-08 2.99267e-08 2.87893e-08 1.75159e-06 1.8281e-08 2.29542e-08 2.16621e-08 3.32033e-08 3.54195e-08 0 2.61584e-08 2.18875e-08 2.13609e-08 0 4.0355e-07 5.46673e-08 2.14463e-08 2.85981e-08 1.99944e-08 3.17232e-08 3.20629e-08 3.95014e-08 2.06703e-08 1.32302e-07 3.52347e-08 5.57042e-08 2.17517e-08 3.5693e-08 4.82769e-08 2.30152e-08 2.54513e-08 3.89019e-08 4.3335e-08 0.035575 2.67973e-31 0 2.85851e-08 3.66164e-08 3.6718e-08 0 4.24983e-08 0 0 2.73614e-08 0 5.25966e-08 3.1458e-08 2.91952e-08 0 3.58726e-08 2.62818e-08 8.95767e-07 2.10262e-08 2.42466e-08 0 3.48093e-08 2.01979e-08 1.83799e-08 0 4.40069e-08 2.05832e-08 1.69132e-07 4.5326e-08 0 -------------------------------------------------------------- Initialization seed trial #189 of 1000; initialization seed = 493576414 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 594810 Distortion: 0.00412364 Distortions/cluster: 2.21407e-06 9.85484e-06 2.27875e-06 1.9432e-06 2.55317e-06 4.8831e-06 3.75407e-06 4.63086e-06 3.10625e-06 1.91708e-06 3.16009e-06 0 2.5217e-06 2.23635e-06 4.28444e-06 3.76271e-06 2.62088e-06 3.50846e-06 2.93747e-06 3.73242e-06 2.31004e-06 3.88867e-06 3.8461e-06 2.36375e-06 2.16601e-06 2.78273e-06 4.89078e-06 3.37138e-06 1.59494e-06 4.84299e-06 9.64317e-35 4.43096e-06 2.63701e-06 2.75338e-06 3.30667e-06 2.14809e-06 2.37044e-35 2.19634e-06 2.39049e-06 1.74737e-06 2.92441e-06 5.25522e-06 2.40172e-06 2.50893e-06 0.00391362 2.08838e-06 0 4.05278e-06 8.44599e-06 0 0 5.07972e-06 1.64164e-06 1.86439e-06 2.41902e-06 6.45786e-06 0 3.58584e-06 6.46018e-06 4.81569e-35 2.92702e-06 2.09372e-06 3.07849e-06 4.10037e-06 2.9786e-06 4.14301e-06 0 0 3.23759e-06 2.4432e-06 0 0 6.08827e-06 0 0 4.17786e-06 Variance: 7.0562e-07 Variances/cluster: 2.48747e-08 8.95767e-07 3.40081e-08 3.66609e-08 2.57871e-08 5.48616e-08 1.10403e-07 7.2333e-08 4.14038e-08 2.4575e-08 3.5109e-08 0 1.88164e-08 2.01451e-08 1.22372e-07 3.91917e-08 1.94122e-08 3.69191e-08 2.29469e-08 2.31807e-08 3.20733e-08 2.07932e-08 4.04818e-08 2.95442e-08 3.43785e-08 2.26211e-08 3.09441e-08 4.26619e-08 3.00905e-08 3.0266e-08 6.86694e-32 3.7859e-08 2.01281e-08 4.51229e-08 3.79951e-08 2.36033e-08 0 4.99129e-08 2.09668e-08 2.2691e-08 3.74895e-08 1.75159e-06 2.69832e-08 2.48387e-08 0.00391989 2.24537e-08 0 3.68324e-08 3.23496e-08 0 0 2.60476e-08 2.60553e-08 2.66311e-08 4.24262e-08 4.0355e-07 0 4.16932e-08 3.08997e-08 2.67973e-31 2.78739e-08 1.61041e-07 3.75302e-08 2.31639e-08 4.25373e-08 2.62193e-08 0 0 3.23731e-08 2.39501e-08 0 0 8.57411e-08 0 0 3.86717e-08 -------------------------------------------------------------- Initialization seed trial #190 of 1000; initialization seed = 493576415 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 727643 Distortion: 0.000203449 Distortions/cluster: 1.97863e-06 2.20897e-06 5.12701e-06 2.40304e-06 1.27749e-35 5.25522e-06 2.22053e-06 1.85053e-06 1.65779e-06 2.44072e-06 1.95922e-06 2.17113e-06 2.16395e-06 2.11255e-06 3.68487e-06 2.46443e-06 1.4654e-06 3.2933e-06 2.80804e-06 4.81569e-35 2.68685e-06 4.48698e-06 1.49742e-06 4.27769e-06 3.0039e-06 5.30555e-06 1.82454e-06 2.85499e-06 2.37044e-35 9.85484e-06 1.82577e-06 3.12325e-06 2.47939e-06 1.70159e-06 1.13343e-06 1.62522e-06 3.4794e-06 7.76697e-06 1.08283e-34 3.53535e-06 4.19304e-06 2.00158e-06 2.74473e-06 2.55521e-06 5.76692e-06 4.54891e-06 1.65018e-06 2.1077e-06 2.66862e-06 2.07677e-06 3.3535e-06 1.83446e-06 5.75308e-06 1.82696e-06 2.8181e-06 0 7.91598e-07 2.10607e-06 4.27414e-06 4.32686e-06 1.52184e-06 2.5312e-06 2.45016e-06 1.58647e-06 2.68778e-06 9.64317e-35 0 2.3989e-06 1.79522e-06 1.74467e-06 5.9104e-06 0 2.55616e-06 6.16686e-06 2.6161e-06 2.35597e-06 Variance: 3.48132e-08 Variances/cluster: 2.22299e-08 2.62949e-08 3.20334e-08 2.28841e-08 0 1.75159e-06 1.91408e-08 1.96848e-08 1.70891e-08 2.8052e-08 2.7209e-08 1.87149e-08 3.54724e-08 2.45617e-08 4.13896e-08 3.67798e-08 1.8785e-08 4.45e-08 3.89877e-08 2.67973e-31 2.11538e-08 3.93465e-08 2.37664e-08 2.86998e-08 2.25838e-08 3.44404e-08 2.25231e-08 1.0977e-07 0 8.95767e-07 2.09841e-08 4.10919e-08 3.93435e-08 1.89044e-08 2.36103e-08 1.9346e-08 4.19065e-08 9.03049e-08 0 2.07944e-08 3.74267e-08 2.9006e-08 2.3258e-08 1.89252e-08 4.1179e-08 3.66732e-08 4.85304e-08 2.77304e-08 2.30033e-08 2.41464e-08 4.04001e-08 1.74695e-08 2.97989e-08 2.46863e-08 2.905e-08 0 3.04426e-08 2.31416e-08 1.64378e-07 4.04246e-08 3.71147e-08 2.60919e-08 3.49993e-08 2.93764e-08 3.63184e-08 6.86694e-32 0 5.21454e-08 3.387e-08 2.95681e-08 3.93959e-07 0 1.111e-07 4.53301e-08 2.64229e-08 3.27189e-08 -------------------------------------------------------------- Initialization seed trial #191 of 1000; initialization seed = 493576416 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 499110 Distortion: 0.0358355 Distortions/cluster: 1.51437e-06 4.67621e-06 2.76654e-06 1.84152e-06 5.60862e-06 0 3.29094e-06 4.56695e-06 2.37744e-06 8.55988e-06 3.70052e-06 6.45786e-06 2.47599e-06 2.16073e-06 5.83943e-06 6.04003e-06 0.0356196 2.11495e-06 1.89575e-06 5.25522e-06 2.13481e-06 2.36151e-06 4.85266e-06 1.27749e-35 4.81569e-35 3.37578e-06 2.57549e-06 4.25897e-06 7.22109e-06 4.68601e-06 2.45209e-06 3.12946e-06 1.9549e-06 4.65532e-06 2.37044e-35 2.09771e-06 0 1.70371e-06 3.75278e-06 0 0 4.34504e-06 9.85484e-06 0 0 2.65505e-06 1.72717e-06 0 1.08283e-34 4.91883e-06 1.91344e-06 6.83995e-06 0 2.08868e-06 1.61643e-06 1.9128e-06 5.47883e-06 4.47213e-06 0 2.3541e-06 2.87377e-06 8.27467e-06 2.29571e-06 2.30986e-06 6.58739e-06 3.39278e-06 2.14541e-06 0 0 0 6.24551e-06 0 2.24203e-06 2.13676e-06 1.82853e-06 3.0854e-06 Variance: 6.13202e-06 Variances/cluster: 1.94127e-08 2.4871e-08 2.94288e-08 1.97989e-08 2.65788e-08 0 4.32875e-08 1.69132e-07 2.89908e-08 9.61687e-08 3.08349e-08 4.0355e-07 1.70743e-08 3.00075e-08 4.49043e-08 4.16419e-08 0.035575 3.52459e-08 3.38497e-08 1.75159e-06 2.29522e-08 2.48559e-08 4.70986e-08 0 2.67973e-31 5.35792e-08 2.95998e-08 1.18266e-07 3.83977e-08 2.70844e-08 1.91553e-08 2.40707e-08 1.91635e-08 3.91075e-08 0 2.49703e-08 0 2.30203e-08 2.20733e-08 0 0 2.93557e-08 8.95767e-07 0 0 4.91632e-08 1.85697e-08 0 0 3.05491e-08 2.94349e-08 4.88422e-08 0 2.22179e-08 2.15504e-08 4.44801e-08 6.84625e-08 4.1395e-08 0 3.678e-08 2.49871e-08 3.30878e-08 1.89711e-08 3.03903e-08 2.99329e-08 3.76952e-08 2.28215e-08 0 0 0 4.13477e-08 0 3.55846e-08 3.18895e-08 3.58504e-08 3.35341e-08 -------------------------------------------------------------- Initialization seed trial #192 of 1000; initialization seed = 493576417 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 690805 Distortion: 0.000478171 Distortions/cluster: 9.64317e-35 7.85318e-06 2.89045e-06 2.62292e-06 3.45709e-06 5.17346e-06 3.16776e-06 2.87306e-06 2.27548e-06 3.40493e-06 3.54786e-06 2.37044e-35 0 3.07832e-06 2.27468e-06 3.11268e-06 3.83992e-06 4.97818e-06 2.76509e-06 3.91365e-06 3.35202e-06 3.45735e-06 3.5327e-06 4.18957e-06 4.86054e-06 4.28335e-06 2.94084e-06 2.00397e-06 2.94548e-06 0 3.20376e-06 5.25522e-06 1.98602e-06 1.27749e-35 2.99372e-06 3.6643e-06 4.56695e-06 3.22462e-06 2.03784e-06 0 1.08283e-34 0 4.79965e-06 3.13385e-06 3.7209e-06 0 3.00124e-06 2.60855e-06 6.00468e-06 0 4.19349e-06 2.4954e-06 2.46015e-06 0 0 2.66934e-06 0 5.78829e-06 4.80897e-06 1.15594e-06 2.68544e-06 0 0 0 3.14827e-06 2.26782e-06 0.000272219 5.2954e-06 0 9.85484e-06 3.02217e-06 5.20411e-06 0 0 3.50532e-06 4.40175e-06 Variance: 8.18226e-08 Variances/cluster: 6.86694e-32 3.103e-08 4.18766e-08 2.40613e-08 3.3553e-08 2.84231e-08 2.27877e-08 2.58809e-08 2.37008e-08 2.81375e-08 3.22505e-08 0 0 2.15248e-08 2.20824e-08 3.79565e-08 2.68502e-08 4.73954e-08 3.14188e-08 4.71372e-08 2.96612e-08 3.23089e-08 2.37066e-08 4.0662e-08 3.09488e-08 4.24057e-08 3.19551e-08 1.69813e-08 2.65328e-08 0 2.6475e-08 1.75159e-06 5.09191e-08 0 2.93476e-08 2.19395e-08 1.69132e-07 3.39328e-08 3.57495e-08 0 0 0 3.42778e-07 3.16523e-08 3.38234e-08 0 1.94869e-08 3.4778e-08 1.46407e-07 0 4.93308e-08 3.89789e-08 2.32067e-08 0 0 2.78026e-08 0 4.74308e-08 4.21803e-08 2.31098e-07 3.78204e-08 0 0 0 3.57642e-08 2.46478e-08 3.20226e-06 2.95736e-08 0 8.95767e-07 3.77647e-08 2.57607e-08 0 0 2.21829e-08 4.19081e-08 -------------------------------------------------------------- Initialization seed trial #193 of 1000; initialization seed = 493576418 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 498953 Distortion: 0.0358297 Distortions/cluster: 3.87724e-06 3.64835e-06 1.57062e-06 2.76198e-06 5.25522e-06 2.34752e-06 1.68159e-06 2.58755e-06 3.03753e-06 4.61319e-06 4.27414e-06 5.81858e-06 8.00262e-06 3.03647e-06 1.75761e-06 2.55616e-06 1.27749e-35 5.7097e-06 9.45374e-07 3.12851e-06 4.00512e-06 0.0356196 2.37044e-35 4.67108e-06 6.60542e-06 2.92449e-06 2.3235e-06 2.27324e-06 1.97327e-06 6.45786e-06 1.08283e-34 3.63044e-06 2.07786e-06 3.18928e-06 4.68442e-06 0 1.62173e-06 3.82041e-06 3.75175e-06 0 3.42414e-06 2.71239e-06 3.80222e-06 2.85499e-06 0 2.15597e-06 3.32173e-06 3.37796e-06 2.35309e-06 3.2521e-06 1.49257e-06 5.85776e-06 3.21397e-06 0 2.76969e-06 9.85484e-06 0 3.27698e-06 5.92566e-06 0 0 0 4.14643e-06 4.3966e-06 0 0 4.81569e-35 4.73278e-06 1.48914e-06 1.49614e-06 0 2.02116e-06 3.77691e-06 3.90075e-06 1.58879e-06 2.3725e-06 Variance: 6.13103e-06 Variances/cluster: 2.80934e-08 3.61106e-08 1.96305e-08 1.97261e-08 1.75159e-06 3.04847e-08 2.80242e-08 3.91923e-08 2.13892e-08 2.81201e-08 1.64378e-07 2.79715e-08 9.09302e-08 3.45022e-08 3.82056e-08 1.111e-07 0 3.24307e-08 3.5011e-08 3.03713e-08 4.04424e-08 0.035575 0 3.51095e-08 3.17541e-08 2.73285e-08 3.68787e-08 3.85262e-08 2.77898e-08 4.0355e-07 0 3.9034e-08 3.35109e-08 2.89909e-08 3.90242e-08 0 3.17958e-08 3.53631e-08 2.45189e-08 0 2.55449e-08 2.68528e-08 4.13148e-08 1.0977e-07 0 3.03631e-08 3.86217e-08 3.15669e-08 2.5299e-08 4.85242e-08 1.75576e-08 4.37007e-08 1.95957e-08 0 3.54972e-08 8.95767e-07 0 2.15572e-08 2.8215e-08 0 0 0 3.76835e-08 3.88952e-08 0 0 2.67973e-31 2.76747e-08 5.13451e-08 1.94283e-08 0 2.17303e-08 4.06083e-08 2.28094e-08 2.11819e-08 2.32578e-08 -------------------------------------------------------------- Initialization seed trial #194 of 1000; initialization seed = 493576419 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 56 BIC score: 594437 Distortion: 0.00414367 Distortions/cluster: 2.92299e-06 1.37377e-06 1.7188e-06 2.03347e-06 1.28356e-06 3.33868e-06 7.01651e-06 4.50499e-06 0.00391362 5.8252e-06 3.31307e-06 1.62622e-06 1.51875e-06 0 2.25488e-06 3.84055e-06 2.85499e-06 2.37044e-35 4.64352e-06 4.64839e-06 2.30704e-06 4.81569e-35 0 2.29418e-06 3.21894e-06 1.9935e-06 4.11748e-06 1.37281e-06 2.43614e-06 2.1893e-06 0 2.56673e-06 4.56952e-06 2.26042e-06 2.94138e-06 3.32836e-06 2.22407e-06 4.31218e-06 3.85274e-06 6.5196e-06 1.32098e-06 3.35284e-06 2.9277e-06 0 3.36743e-06 2.879e-06 5.3641e-06 3.68946e-06 0 0 4.27414e-06 4.42325e-06 9.64317e-35 0 2.45348e-05 1.61087e-06 4.28383e-06 0 7.76697e-06 1.74793e-06 3.32497e-06 1.65616e-06 3.4368e-06 1.59192e-05 0 4.30704e-06 4.20143e-06 1.66385e-06 6.39904e-06 2.72684e-06 2.75265e-06 0 0 0 3.41256e-06 1.48318e-06 Variance: 7.09047e-07 Variances/cluster: 2.8938e-08 1.9347e-08 2.04595e-08 1.81538e-08 1.66676e-08 2.80537e-08 3.94153e-08 4.13166e-08 0.00391989 2.56595e-08 2.80742e-08 2.54074e-08 1.61555e-08 0 2.85403e-08 4.08544e-08 1.0977e-07 0 3.96752e-08 2.83414e-08 2.53492e-08 2.67973e-31 0 2.18474e-08 4.80295e-08 2.21481e-08 3.70833e-08 3.26824e-08 2.8658e-08 1.77976e-08 0 2.35456e-08 3.43461e-08 2.40442e-08 2.57993e-08 3.69788e-08 1.91713e-08 3.42124e-08 2.43823e-08 5.47818e-08 2.6417e-08 3.85257e-08 2.87003e-08 0 3.69925e-08 4.17107e-08 4.43276e-08 2.99856e-08 0 0 1.64378e-07 2.63203e-08 6.86694e-32 0 2.72576e-06 2.20647e-08 3.89408e-08 0 9.03049e-08 1.87932e-08 3.39177e-08 1.90341e-08 3.73531e-08 7.5794e-07 0 2.88968e-08 4.03855e-08 2.77282e-08 4.50492e-08 2.54822e-08 1.14655e-07 0 0 0 4.54968e-08 1.85376e-08 -------------------------------------------------------------- Initialization seed trial #195 of 1000; initialization seed = 493576420 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 67 BIC score: 726718 Distortion: 0.000211231 Distortions/cluster: 1.48043e-06 2.54742e-06 2.61033e-06 0 2.16759e-06 1.97981e-06 2.85962e-06 9.85484e-06 2.00585e-06 2.70692e-06 5.48808e-06 1.63597e-06 4.50187e-06 2.98155e-06 2.25289e-06 2.53836e-06 2.62935e-06 3.10189e-06 2.57537e-06 2.85499e-06 1.75085e-06 2.37044e-35 2.56781e-06 2.75265e-06 3.89386e-06 7.89415e-06 1.57228e-06 1.27749e-35 2.77245e-06 1.08283e-34 2.31416e-06 3.09584e-06 3.11441e-06 4.21292e-06 7.91381e-06 0 0 9.16868e-06 4.27414e-06 4.43823e-06 5.25522e-06 2.14483e-06 4.30677e-06 3.84745e-06 3.21173e-06 0 2.57405e-06 3.23815e-06 4.81569e-35 4.41048e-06 5.6256e-06 2.85449e-06 9.64317e-35 2.93035e-06 3.38187e-06 2.52483e-06 1.14943e-06 3.66566e-06 0 4.24524e-06 4.56458e-06 2.0486e-06 1.69856e-06 0 2.8761e-06 0 4.04671e-06 0 0 1.95922e-06 6.45786e-06 0 6.92153e-06 1.63312e-06 0 3.14923e-06 Variance: 3.61449e-08 Variances/cluster: 1.92246e-08 2.47293e-08 2.69018e-08 0 2.30574e-08 1.96003e-08 4.7646e-08 8.95767e-07 3.34198e-08 2.76192e-08 2.88751e-08 3.2068e-08 3.04081e-08 2.95177e-08 1.89296e-08 3.62515e-08 3.45853e-08 3.73606e-08 2.3844e-08 1.0977e-07 1.76838e-08 0 1.91611e-08 1.14655e-07 2.72275e-08 9.07286e-08 1.96514e-08 0 2.03839e-08 0 3.67211e-08 3.09482e-08 3.62022e-08 2.70034e-08 4.14302e-08 0 0 5.12178e-08 1.64378e-07 2.6105e-08 1.75159e-06 2.89816e-08 2.79636e-08 3.17938e-08 2.19962e-08 0 3.34184e-08 3.72172e-08 2.67973e-31 3.41867e-08 4.39354e-08 3.75467e-08 6.86694e-32 2.44174e-08 3.41573e-08 2.47511e-08 3.19181e-08 2.67538e-08 0 2.90675e-08 4.51899e-08 3.72354e-08 1.75093e-08 0 2.68762e-08 0 4.08726e-08 0 0 1.95899e-08 4.0355e-07 0 5.5814e-08 1.92109e-08 0 3.57749e-08 -------------------------------------------------------------- Initialization seed trial #196 of 1000; initialization seed = 493576421 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 717906 Distortion: 0.000257064 Distortions/cluster: 9.64317e-35 4.0673e-06 3.35504e-06 4.64358e-06 3.5984e-06 2.51164e-06 5.18454e-06 1.81221e-06 0 2.53769e-06 1.7558e-06 3.23607e-06 4.38246e-06 4.55912e-06 3.7568e-06 3.14227e-06 2.49501e-06 2.16961e-06 3.4785e-06 3.26639e-06 2.86073e-06 2.06399e-06 2.91364e-06 4.97438e-06 4.03567e-06 2.22388e-06 5.35899e-06 3.31056e-06 2.37044e-35 4.35604e-05 1.74425e-06 2.84225e-06 3.48663e-06 3.77844e-06 3.96505e-06 3.4476e-06 0 0 2.59131e-06 3.18866e-06 3.83109e-06 2.33463e-06 0 4.84482e-06 1.97011e-06 1.08283e-34 2.1689e-06 4.29437e-06 2.87536e-06 5.55254e-06 4.81569e-35 1.97155e-06 1.27283e-06 1.98602e-06 2.39722e-06 3.69996e-06 2.4645e-06 3.7262e-06 0 2.1715e-06 3.40612e-06 0 3.00036e-05 0 0 0 3.50534e-06 2.82355e-06 0 3.0708e-06 2.14939e-06 0 0 1.27749e-35 3.29875e-06 4.94601e-06 Variance: 4.39877e-08 Variances/cluster: 6.86694e-32 4.19273e-08 2.54147e-08 3.43939e-08 4.23308e-08 2.9891e-08 1.3639e-07 2.44872e-08 0 2.85109e-08 2.83167e-08 4.75749e-08 4.92263e-08 2.97883e-08 3.95322e-08 3.87807e-08 2.42213e-08 2.25979e-08 2.87454e-08 4.7336e-08 2.36404e-08 2.02334e-08 3.88367e-08 4.28789e-08 8.40686e-08 2.39099e-08 2.77577e-08 2.056e-08 0 2.7222e-06 3.05978e-08 2.00141e-08 3.87276e-08 3.85428e-08 3.38783e-08 2.14113e-08 0 0 3.0476e-08 2.32722e-08 2.32167e-08 3.03164e-08 0 4.65693e-08 2.81418e-08 0 4.09199e-08 3.13355e-08 3.46318e-08 1.54224e-07 2.67973e-31 2.59385e-08 2.05275e-08 5.09191e-08 2.55001e-08 2.17625e-08 3.91069e-08 4.23293e-08 0 3.24076e-08 2.54165e-08 0 3.22584e-07 0 0 0 2.45108e-08 3.52917e-08 0 2.71728e-08 2.0866e-08 0 0 0 2.0745e-08 3.0341e-08 -------------------------------------------------------------- Initialization seed trial #197 of 1000; initialization seed = 493576422 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 726391 Distortion: 0.00021403 Distortions/cluster: 2.90893e-06 2.08964e-06 0 5.25522e-06 1.27749e-35 2.90466e-06 3.48185e-06 4.95898e-06 3.58998e-06 9.64317e-35 9.85484e-06 2.74147e-06 2.04388e-06 2.91972e-06 2.99629e-06 2.37044e-35 3.1096e-06 3.01565e-06 1.60629e-06 0 7.3283e-06 2.58973e-06 8.43383e-06 2.66398e-06 0 3.68116e-06 4.74954e-06 2.42776e-06 3.54475e-06 3.76061e-06 6.90408e-06 1.57382e-06 0 4.24336e-06 4.0466e-06 1.55759e-06 4.81569e-35 3.17374e-06 2.31198e-06 2.96276e-06 4.56695e-06 2.53914e-06 2.91009e-06 2.82755e-06 5.34286e-06 8.66075e-06 3.04727e-06 0 6.96005e-06 2.51977e-06 0 3.27917e-06 2.63505e-06 3.23629e-06 2.66109e-06 2.59315e-06 4.69051e-06 0 0 2.61015e-06 5.25815e-06 2.73207e-06 2.905e-06 0 0 1.95104e-06 0 2.3085e-06 0 3.31951e-06 1.08283e-34 4.04323e-06 0 2.77175e-06 5.9104e-06 2.31994e-06 Variance: 3.66239e-08 Variances/cluster: 1.93912e-08 2.54811e-08 0 1.75159e-06 0 3.58569e-08 4.1447e-08 4.16596e-08 4.03236e-08 6.86694e-32 8.95767e-07 3.91605e-08 2.27077e-08 1.84776e-08 2.15542e-08 0 4.0372e-08 2.71655e-08 2.67689e-08 0 4.49441e-08 2.84554e-08 9.58293e-08 2.06486e-08 0 2.34441e-08 2.37457e-08 2.20684e-08 3.65319e-08 4.82087e-08 3.21014e-08 2.5798e-08 0 6.06011e-08 3.85264e-08 2.78117e-08 2.67973e-31 2.83345e-08 2.3589e-08 3.79818e-08 1.69132e-07 3.431e-08 3.8798e-08 2.91476e-08 4.10857e-08 3.25486e-08 3.31196e-08 0 4.09283e-08 3.1893e-08 0 2.1571e-08 2.83314e-08 2.11504e-08 3.54695e-08 3.55109e-08 5.4536e-08 0 0 2.9325e-08 1.34779e-07 2.55303e-08 2.0601e-08 0 0 3.54618e-08 0 2.45563e-08 0 3.68801e-08 0 2.40647e-08 0 2.2172e-08 3.93959e-07 3.93183e-08 -------------------------------------------------------------- Initialization seed trial #198 of 1000; initialization seed = 493576423 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 594919 Distortion: 0.00412486 Distortions/cluster: 1.9759e-06 4.40021e-06 3.17908e-06 4.45309e-06 4.81569e-35 1.53657e-06 5.68763e-06 2.85499e-06 6.45786e-06 2.82426e-06 3.87198e-06 7.89415e-06 2.37044e-35 1.78297e-06 3.02748e-06 5.39013e-06 3.3217e-06 0 3.06693e-06 3.65088e-06 2.66229e-06 9.85484e-06 2.69017e-06 3.48631e-06 3.80053e-06 3.18778e-06 2.3163e-06 3.63935e-06 9.64317e-35 0.00391362 2.43417e-06 2.53788e-06 3.04668e-06 4.27414e-06 2.97245e-06 3.98096e-06 3.517e-06 2.63778e-06 5.25522e-06 3.45766e-06 1.44879e-06 0 2.61577e-06 2.33419e-06 3.70726e-06 2.51994e-06 3.65893e-06 2.84305e-06 3.27125e-06 0 0 0 3.74741e-06 1.7848e-06 0 4.15499e-06 0 4.28347e-06 5.56978e-06 3.05233e-06 2.75265e-06 3.15757e-06 0 0 0 3.19464e-06 0 5.25373e-06 5.17954e-06 0 4.92909e-06 0 0 3.07517e-06 3.1254e-06 4.45501e-06 Variance: 7.05829e-07 Variances/cluster: 3.95048e-08 3.14273e-08 2.3895e-08 2.5444e-08 2.67973e-31 2.16399e-08 2.91647e-08 1.0977e-07 4.0355e-07 3.71585e-08 3.99042e-08 9.07286e-08 0 2.00316e-08 2.58736e-08 3.90463e-08 4.36924e-08 0 2.43385e-08 3.09294e-08 2.92527e-08 8.95767e-07 2.4906e-08 2.08743e-08 4.81037e-08 2.27679e-08 2.04959e-08 3.87037e-08 6.86694e-32 0.00391989 2.67469e-08 3.29566e-08 2.39868e-08 1.64378e-07 2.00818e-08 3.71933e-08 4.08918e-08 2.53611e-08 1.75159e-06 2.70041e-08 2.26354e-08 0 1.84193e-08 2.04731e-08 2.20651e-08 3.31544e-08 4.06523e-08 3.64466e-08 2.9205e-08 0 0 0 5.35297e-08 2.9744e-08 0 3.21988e-08 0 2.53434e-08 4.80004e-08 3.6334e-08 1.14655e-07 3.12605e-08 0 0 0 3.25954e-08 0 4.48893e-08 4.01395e-08 0 4.24782e-08 0 0 2.98534e-08 2.60425e-08 3.05037e-08 -------------------------------------------------------------- Initialization seed trial #199 of 1000; initialization seed = 493576424 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 723271 Distortion: 0.000228634 Distortions/cluster: 4.81569e-35 1.12829e-06 1.97441e-06 1.7761e-06 2.41862e-06 3.01021e-06 2.60895e-06 1.82322e-06 2.46571e-06 3.95292e-06 4.80388e-06 2.77757e-06 4.28492e-06 5.85948e-06 2.45348e-05 5.01792e-06 3.4579e-06 4.25093e-06 1.08283e-34 2.37044e-35 0 2.55616e-06 4.78943e-06 0 2.52627e-06 1.27749e-35 2.52868e-06 5.17297e-06 0 4.33037e-06 0 0 2.43482e-06 1.59192e-05 3.97993e-06 3.23777e-06 6.25431e-06 2.57814e-06 3.30861e-06 5.16436e-06 2.24382e-06 1.90809e-06 1.49031e-06 1.31048e-06 1.30583e-06 3.78498e-06 4.7163e-06 1.98602e-06 4.81945e-06 2.6911e-06 2.61585e-06 5.13518e-06 1.78111e-06 4.25725e-06 0 2.92825e-06 4.01718e-06 3.86887e-06 0 0 4.20109e-06 3.74088e-06 3.42092e-06 0 0 2.7442e-06 0 3.75407e-06 1.84987e-06 2.31119e-06 4.24755e-06 4.15172e-06 4.78426e-06 1.64094e-06 0 9.64317e-35 Variance: 3.91228e-08 Variances/cluster: 2.67973e-31 3.04915e-08 1.81122e-08 1.64439e-08 3.40621e-08 2.29767e-08 1.04322e-07 1.93937e-08 2.46542e-08 4.07493e-08 2.84161e-08 3.51563e-08 3.79084e-08 4.47145e-08 2.72576e-06 3.0782e-08 2.14758e-08 2.47122e-08 0 0 0 1.111e-07 3.01192e-08 0 2.55156e-08 0 2.21794e-08 7.60658e-08 0 4.24509e-08 0 0 3.86352e-08 7.5794e-07 3.13353e-08 3.72033e-08 3.81329e-08 2.99757e-08 4.08337e-08 4.30326e-08 1.95091e-08 2.16802e-08 2.15962e-08 1.72412e-08 2.04016e-08 2.66525e-08 3.29703e-08 5.09191e-08 3.06945e-08 2.74575e-08 4.02317e-08 3.97948e-08 1.48415e-07 2.43191e-08 0 2.36129e-08 3.93809e-08 4.15869e-08 0 0 3.74976e-08 3.73965e-08 4.75085e-08 0 0 2.71679e-08 0 1.10403e-07 2.60521e-08 2.1398e-08 4.12248e-08 2.47104e-08 3.65095e-08 2.02566e-08 0 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #200 of 1000; initialization seed = 493576425 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 74 BIC score: 726873 Distortion: 0.000211166 Distortions/cluster: 9.64317e-35 3.74698e-06 4.46696e-06 3.3725e-06 3.98851e-06 2.40684e-06 4.02794e-06 3.41873e-06 2.37044e-35 4.81569e-35 2.96203e-06 3.01222e-06 1.08283e-34 2.22793e-06 4.56695e-06 2.99955e-06 5.25522e-06 3.44801e-06 3.63712e-06 0 4.01221e-06 3.41613e-06 4.73906e-06 2.67932e-06 2.606e-06 2.4528e-06 4.0478e-06 2.00195e-06 3.30855e-06 3.60334e-06 2.99888e-06 0 2.6255e-06 2.70889e-06 2.76823e-06 2.37956e-06 2.89874e-06 3.32281e-06 2.13862e-06 9.85484e-06 0 4.39977e-06 1.27749e-35 4.86909e-06 0 0 0 2.41432e-06 0 0 5.76199e-06 1.82424e-06 3.64651e-06 3.41954e-06 1.66816e-06 0 2.30355e-06 5.16032e-06 0 3.73404e-06 3.03259e-06 5.9104e-06 3.105e-06 2.31211e-06 0 3.71662e-06 1.85118e-06 2.08764e-06 5.44655e-06 3.23385e-06 4.1227e-06 0 3.86842e-06 4.53779e-06 8.27515e-06 2.36419e-06 Variance: 3.61339e-08 Variances/cluster: 6.86694e-32 1.98236e-08 3.81666e-08 2.98426e-08 2.38812e-08 2.09272e-08 2.21289e-08 2.29425e-08 0 2.67973e-31 3.36565e-08 4.07021e-08 0 3.48084e-08 1.69132e-07 2.18926e-08 1.75159e-06 3.10597e-08 3.53009e-08 0 1.14597e-07 3.59476e-08 4.1557e-08 2.65254e-08 4.00793e-08 2.7251e-08 2.46788e-08 3.03299e-08 4.86405e-08 4.33994e-08 3.29517e-08 0 2.36511e-08 2.79174e-08 3.64212e-08 3.21537e-08 2.61117e-08 3.57175e-08 2.51579e-08 8.95767e-07 0 3.21046e-08 0 3.45296e-08 0 0 0 2.3438e-08 0 0 3.18314e-08 4.80025e-08 9.34686e-08 3.31884e-08 4.90593e-08 0 2.87919e-08 4.33502e-08 0 2.22245e-08 2.24562e-08 3.93959e-07 2.69977e-08 3.45061e-08 0 5.02201e-08 3.49257e-08 3.26173e-08 4.61434e-08 2.44963e-08 2.19273e-08 0 2.24884e-08 3.15022e-08 9.29701e-08 3.06936e-08 -------------------------------------------------------------- Initialization seed trial #201 of 1000; initialization seed = 493576426 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 727292 Distortion: 0.000209223 Distortions/cluster: 2.99225e-06 3.26128e-06 3.98319e-06 1.27749e-35 9.64317e-35 2.75994e-06 2.24395e-06 4.75861e-06 2.54472e-06 2.09222e-06 3.19422e-06 2.37044e-35 4.56695e-06 2.41501e-06 7.76697e-06 3.2773e-06 4.59733e-06 3.28592e-06 5.25522e-06 1.72975e-06 3.39011e-06 2.51109e-06 3.5884e-06 0 2.78735e-06 1.87725e-06 3.45162e-06 2.81509e-06 1.98986e-06 5.32243e-06 1.12673e-06 5.0661e-06 2.44069e-06 1.86776e-06 5.18816e-06 3.40642e-06 4.31613e-06 3.80499e-06 1.70657e-06 5.22938e-06 0 2.53435e-06 1.90356e-06 4.58037e-06 6.45786e-06 3.24474e-06 4.81569e-35 0 3.44121e-06 1.30407e-06 4.30559e-06 0 9.85484e-06 1.70551e-06 0 2.7669e-06 3.0017e-06 1.65408e-06 3.1934e-06 1.67084e-06 0 3.81465e-06 0 3.60684e-06 2.88927e-06 0 3.97599e-06 0 1.08283e-34 2.43055e-06 5.45087e-06 2.80862e-06 4.69388e-06 2.23321e-06 0 3.08934e-06 Variance: 3.58014e-08 Variances/cluster: 4.90489e-08 3.4684e-08 2.76519e-08 0 6.86694e-32 4.11795e-08 4.98613e-08 3.52377e-08 2.62256e-08 2.46123e-08 3.29193e-08 0 1.69132e-07 4.09187e-08 9.03049e-08 2.32411e-08 2.36948e-08 3.81958e-08 1.75159e-06 2.58148e-08 3.98802e-08 4.25481e-08 3.14744e-08 0 2.62927e-08 1.84028e-08 3.96703e-08 3.5177e-08 2.11668e-08 2.81585e-08 8.664e-08 2.33434e-08 3.34315e-08 4.91477e-08 2.26537e-08 3.74309e-08 2.38439e-08 1.22701e-07 2.50941e-08 2.87295e-08 0 4.29421e-08 2.92829e-08 2.50272e-08 4.0355e-07 3.72838e-08 2.67973e-31 0 3.40685e-08 3.62207e-08 2.3655e-08 0 8.95767e-07 2.99188e-08 0 3.54703e-08 4.16768e-08 2.62529e-08 3.99045e-08 3.21214e-08 0 3.20455e-08 0 3.71717e-08 3.3585e-08 0 2.90193e-08 0 0 2.70035e-08 3.01126e-08 2.24615e-08 2.79373e-08 2.69038e-08 0 3.15212e-08 -------------------------------------------------------------- Initialization seed trial #202 of 1000; initialization seed = 493576427 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 498507 Distortion: 0.0358456 Distortions/cluster: 1.91801e-06 1.1894e-06 3.49792e-06 1.78111e-06 3.75407e-06 2.67487e-06 3.00063e-06 2.77086e-06 3.3481e-06 2.43099e-06 2.47998e-06 3.65672e-06 2.00197e-06 5.29778e-06 0 4.33319e-06 5.00143e-06 4.40451e-06 3.87972e-06 2.37044e-35 4.2938e-06 0 2.35654e-06 0 3.01514e-06 1.84644e-06 2.46672e-06 3.86531e-06 0.0356196 1.62474e-06 7.91206e-06 2.58128e-06 4.70124e-06 1.27749e-35 2.4338e-06 1.64481e-06 1.43764e-06 2.68867e-06 2.73173e-06 2.53839e-06 5.03438e-06 1.46881e-06 1.42826e-05 1.34285e-06 1.37578e-06 0 2.82537e-06 2.54648e-06 2.27547e-06 2.3062e-06 2.91541e-06 2.60895e-06 2.06315e-06 3.9588e-06 4.81569e-35 0 4.29127e-06 2.56296e-06 2.45348e-05 3.03848e-06 4.75432e-06 3.20225e-06 2.55616e-06 1.91711e-06 3.07424e-06 3.59802e-06 6.51581e-06 0 1.99323e-06 0 4.19996e-06 2.84056e-06 1.08283e-34 3.78286e-06 2.62599e-06 0 Variance: 6.13374e-06 Variances/cluster: 3.99462e-08 2.16234e-08 3.09524e-08 1.48415e-07 1.10403e-07 3.18411e-08 2.804e-08 2.34797e-08 2.47986e-08 3.19839e-08 1.784e-08 2.24319e-08 2.8194e-08 3.20973e-08 0 3.16263e-08 3.57131e-08 5.43719e-08 3.52596e-08 0 2.60208e-08 0 3.68088e-08 0 2.21682e-08 2.7151e-08 3.33311e-08 3.94395e-08 0.035575 1.82534e-08 4.14107e-08 2.01645e-08 2.95649e-08 0 3.42675e-08 2.13586e-08 1.91668e-08 3.95263e-08 1.83321e-08 2.35015e-08 7.51328e-08 1.88287e-08 7.14025e-07 2.48651e-08 2.05316e-08 0 3.36325e-08 2.47209e-08 1.84975e-08 3.84252e-08 3.78595e-08 1.04322e-07 3.3819e-08 4.39829e-08 2.67973e-31 0 3.86474e-08 2.69762e-08 2.72576e-06 3.65962e-08 3.30054e-08 8.00487e-08 1.111e-07 3.48533e-08 3.70272e-08 3.52718e-08 3.08705e-08 0 4.15121e-08 0 3.74963e-08 2.34734e-08 0 3.89857e-08 2.62569e-08 0 -------------------------------------------------------------- Initialization seed trial #203 of 1000; initialization seed = 493576428 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 498386 Distortion: 0.036091 Distortions/cluster: 3.39598e-06 2.47805e-06 4.27414e-06 2.58479e-06 4.51714e-06 2.85499e-06 2.22308e-06 4.34974e-06 0.0356196 2.73182e-06 2.77757e-06 1.8002e-06 4.65084e-06 1.62649e-06 1.93111e-06 4.25976e-06 5.9104e-06 4.84301e-06 2.17446e-06 4.53607e-06 2.31013e-06 2.50512e-06 2.2793e-06 2.37044e-35 2.44771e-06 3.95676e-06 1.84192e-06 2.46574e-06 2.27732e-06 2.44403e-06 2.06319e-06 3.25739e-06 1.98602e-06 3.19935e-06 9.85484e-06 5.08979e-06 0.000272566 0 3.22916e-06 1.60467e-06 2.55616e-06 3.34973e-06 2.2433e-06 4.13787e-06 1.27749e-35 2.80718e-06 1.62187e-06 3.71653e-06 4.10648e-06 0 1.6749e-06 0 0 5.26384e-06 5.49456e-06 0 0 5.55949e-06 2.75364e-06 2.08685e-06 0 4.41425e-06 3.05272e-06 1.08283e-34 0 1.80434e-06 3.51699e-06 0 2.114e-06 5.26835e-06 0 2.82657e-06 5.25522e-06 4.80635e-06 1.73311e-06 0 Variance: 6.17574e-06 Variances/cluster: 2.23401e-08 1.87715e-08 1.64378e-07 2.53381e-08 2.91332e-08 1.0977e-07 1.30756e-07 4.06384e-08 0.035575 2.39613e-08 3.51563e-08 2.06901e-08 3.84253e-08 2.58151e-08 2.16953e-08 4.21722e-08 3.93959e-07 4.28548e-08 2.21857e-08 3.94312e-08 2.30993e-08 3.13112e-08 2.47721e-08 0 1.66496e-08 4.12137e-08 2.55797e-08 1.88202e-08 2.64781e-08 2.28394e-08 2.17159e-08 3.61815e-08 5.09191e-08 4.04847e-08 8.95767e-07 3.46132e-08 3.13264e-06 0 4.89119e-08 3.34276e-08 1.111e-07 2.05487e-08 2.05789e-08 2.49247e-08 0 2.0488e-08 2.1623e-08 2.59875e-08 3.91062e-08 0 2.29418e-08 0 0 3.18917e-08 2.90622e-08 0 0 4.37615e-08 2.72615e-08 2.70995e-08 0 3.61709e-08 2.7254e-08 0 0 1.9826e-08 4.28758e-08 0 3.06349e-08 4.02035e-08 0 2.2978e-08 1.75159e-06 3.69688e-08 3.26972e-08 0 -------------------------------------------------------------- Initialization seed trial #204 of 1000; initialization seed = 493576429 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 499262 Distortion: 0.0361255 Distortions/cluster: 1.79158e-06 7.66609e-06 1.08283e-34 2.98783e-06 4.31902e-06 5.63314e-06 2.36121e-06 4.50771e-06 6.43239e-06 2.20763e-06 4.92759e-06 3.21757e-06 2.34894e-06 5.42751e-06 2.87245e-06 1.80131e-06 1.27749e-35 5.06616e-06 9.69936e-06 5.19162e-06 1.49253e-06 2.14709e-06 2.37044e-35 0 2.26118e-06 3.04339e-06 0 0 0.0356196 0 1.59192e-05 3.13432e-06 0 2.7361e-06 4.9789e-06 2.5351e-06 0 7.82855e-06 2.2037e-06 5.49389e-06 2.8386e-06 0 8.72889e-06 2.4836e-06 0 5.1204e-06 4.84115e-06 0 0.000272566 2.21512e-06 0 0 2.23301e-06 3.48172e-06 0 4.09589e-06 3.05091e-06 6.60406e-06 3.13856e-06 0 2.87014e-06 6.48819e-06 0 2.45348e-05 0 3.27714e-06 2.49413e-06 0 0 4.346e-06 4.3498e-06 2.25712e-06 1.70933e-06 0 0 0 Variance: 6.18164e-06 Variances/cluster: 3.25712e-08 3.91002e-08 0 3.88006e-08 2.57062e-08 4.61585e-08 1.67447e-08 2.51802e-08 3.71692e-08 3.19921e-08 3.26224e-08 2.74981e-08 2.79611e-08 1.42782e-07 2.61101e-08 3.83225e-08 0 2.6384e-08 5.24121e-08 2.4145e-08 2.48729e-08 2.1469e-08 0 0 2.03688e-08 2.22126e-08 0 0 0.035575 0 7.5794e-07 2.28755e-08 0 2.50996e-08 3.58075e-08 3.89987e-08 0 4.49772e-08 2.24848e-08 2.83166e-08 2.44685e-08 0 5.45392e-08 2.61409e-08 0 3.10296e-08 1.72882e-07 0 3.13264e-06 1.99538e-08 0 0 2.06742e-08 3.48142e-08 0 4.17912e-08 2.08942e-08 4.55412e-08 3.73608e-08 0 3.63276e-08 4.38249e-08 0 2.72576e-06 0 4.89082e-08 3.56272e-08 0 0 2.68184e-08 4.39229e-08 5.12938e-08 2.19125e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #205 of 1000; initialization seed = 493576430 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 498730 Distortion: 0.0358302 Distortions/cluster: 5.25522e-06 4.91095e-06 3.03143e-06 3.74092e-06 4.27485e-06 4.66957e-06 3.07305e-06 3.7024e-06 5.3908e-06 1.85817e-06 3.28717e-06 5.27852e-06 2.76201e-06 1.52488e-06 2.86567e-06 3.06426e-06 3.10787e-06 3.06143e-06 2.99847e-06 4.8997e-06 3.03729e-06 1.52585e-06 1.85559e-06 5.50753e-06 4.31622e-06 2.37044e-35 1.57968e-06 3.51958e-06 4.70415e-06 9.85484e-06 1.78111e-06 2.87625e-06 3.65874e-06 0 0 3.22533e-06 3.03337e-06 1.27749e-35 3.05827e-06 9.69215e-07 3.64748e-06 2.79044e-06 3.4854e-06 0 4.95622e-06 4.94996e-06 2.66654e-06 4.54506e-06 0 0 4.30908e-06 1.59928e-06 2.81928e-06 1.08283e-34 3.97238e-06 3.84387e-06 1.75104e-06 1.77129e-06 0 4.81569e-35 3.21648e-06 3.26495e-06 0.0356196 0 0 0 2.70669e-06 3.02777e-06 3.59871e-06 6.98509e-06 0 2.41055e-06 2.5539e-06 2.56069e-06 0 5.9104e-06 Variance: 6.1311e-06 Variances/cluster: 1.75159e-06 1.32684e-07 2.33167e-08 3.43175e-08 4.49835e-08 3.98978e-08 2.11909e-08 4.35539e-08 7.92686e-08 2.13564e-08 5.30143e-08 3.93792e-08 3.2106e-08 1.75253e-08 2.62875e-08 2.53161e-08 1.97936e-08 3.73313e-08 2.5195e-08 5.44246e-08 2.59573e-08 1.88358e-08 2.57698e-08 3.67051e-08 4.07057e-08 0 1.64535e-08 1.06645e-07 3.24394e-08 8.95767e-07 1.48415e-07 2.31928e-08 2.66974e-08 0 0 2.30361e-08 3.69894e-08 0 3.43596e-08 1.90024e-08 3.83921e-08 3.77057e-08 4.58467e-08 0 3.05913e-08 2.67542e-08 3.09959e-08 2.52481e-08 0 0 3.07691e-08 1.6153e-08 5.31762e-08 0 4.84393e-08 3.59209e-08 2.08432e-08 2.53019e-08 0 2.67973e-31 2.53239e-08 3.05034e-08 0.035575 0 0 0 2.91016e-08 2.67921e-08 2.3989e-08 4.9524e-08 0 2.86943e-08 3.75456e-08 2.7239e-08 0 3.93959e-07 -------------------------------------------------------------- Initialization seed trial #206 of 1000; initialization seed = 493576431 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 499181 Distortion: 0.0358362 Distortions/cluster: 1.77939e-06 7.53174e-06 4.81569e-35 4.14023e-06 4.82318e-06 9.85484e-06 4.6978e-06 1.08283e-34 3.37551e-06 3.59865e-06 4.12498e-06 4.56446e-06 0.0356196 4.11331e-06 4.9681e-06 1.38076e-06 3.52562e-06 6.45786e-06 2.26634e-06 3.73854e-06 2.79128e-06 4.04931e-06 1.88027e-06 5.25522e-06 3.07549e-06 2.37044e-35 6.23438e-06 3.20234e-06 2.60267e-06 1.14965e-06 4.77361e-06 1.72226e-06 5.2913e-06 0 5.67614e-06 2.90867e-06 1.90111e-06 1.5233e-06 0 5.19635e-06 3.23281e-06 2.32231e-06 2.09372e-06 0 0 2.02668e-06 2.33942e-06 0 1.27749e-35 1.56948e-06 0 7.30627e-06 0 2.24731e-06 1.87028e-06 0 2.61908e-06 0 3.01631e-06 0 4.61807e-06 2.84482e-06 2.90339e-06 3.85087e-06 3.6767e-06 7.59706e-06 9.89867e-06 0 2.99288e-06 2.9628e-06 2.9851e-06 2.43739e-06 0 0 0 5.04887e-06 Variance: 6.13213e-06 Variances/cluster: 2.02179e-08 4.11538e-08 2.67973e-31 4.01929e-08 4.05178e-08 8.95767e-07 2.99197e-08 0 3.83454e-08 4.79777e-08 3.05527e-08 5.56593e-08 0.035575 2.79791e-08 3.79214e-08 2.38034e-08 4.5773e-08 4.0355e-07 3.65418e-08 2.36596e-08 4.22781e-08 3.96872e-08 1.79052e-08 1.75159e-06 3.70421e-08 0 2.7706e-08 2.66838e-08 1.89959e-08 1.91585e-08 2.6083e-08 1.9349e-08 1.35629e-07 0 2.92488e-08 3.72786e-08 3.16819e-08 1.92801e-08 0 3.26708e-08 3.67335e-08 2.52402e-08 1.61041e-07 0 0 9.21139e-08 2.78478e-08 0 0 1.93745e-08 0 9.13194e-08 0 2.29292e-08 2.79119e-08 0 2.56742e-08 0 2.41283e-08 0 5.36823e-08 2.12282e-08 2.32249e-08 3.77412e-08 3.16854e-08 5.09832e-08 4.34009e-08 0 2.0358e-08 2.17834e-08 3.24438e-08 3.29348e-08 0 0 0 3.50504e-08 -------------------------------------------------------------- Initialization seed trial #207 of 1000; initialization seed = 493576432 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 726740 Distortion: 0.00021434 Distortions/cluster: 5.41821e-06 2.88909e-06 2.37044e-35 4.03075e-06 3.00373e-06 4.65516e-06 2.99909e-06 4.83393e-06 2.91724e-06 1.43263e-06 3.63973e-06 4.41684e-06 4.86045e-06 0 0 2.94292e-06 0 2.01102e-06 4.50924e-06 9.64317e-35 3.80652e-06 4.88055e-06 2.78844e-06 3.74447e-06 2.76321e-06 0 1.08283e-34 3.24564e-06 3.99383e-06 5.46192e-06 3.18385e-06 4.55135e-06 5.33479e-06 2.86468e-06 0 5.9104e-06 1.83952e-06 3.63753e-06 7.42937e-06 5.25522e-06 5.79881e-06 2.68947e-06 4.81569e-35 0 0 4.12408e-06 2.19579e-06 0 0 1.27749e-35 3.47696e-06 1.96593e-06 0 4.54371e-06 0 3.95697e-06 0 0 2.84104e-06 4.91968e-06 0 5.38786e-06 4.66506e-06 4.7527e-06 0 4.20501e-06 3.6076e-06 5.46898e-06 2.4608e-06 2.36789e-06 9.85484e-06 0 3.60377e-06 2.85499e-06 3.34683e-06 0 Variance: 3.66769e-08 Variances/cluster: 2.80711e-08 2.17201e-08 0 3.07661e-08 2.36493e-08 2.73809e-08 3.94486e-08 2.87709e-08 2.72613e-08 1.59169e-07 4.33171e-08 4.12653e-08 4.71743e-08 0 0 3.72493e-08 0 1.91509e-08 3.95419e-08 6.86694e-32 3.17184e-08 4.35618e-08 2.3043e-08 4.68017e-08 2.93935e-08 0 0 2.82205e-08 2.81222e-08 2.90432e-08 2.50668e-08 3.69998e-08 3.08269e-08 3.25502e-08 0 3.93959e-07 3.01534e-08 3.63633e-08 8.84364e-08 1.75159e-06 5.41898e-08 2.31831e-08 2.67973e-31 0 0 4.34077e-08 1.87657e-08 0 0 0 2.33333e-08 9.82884e-08 0 4.01967e-08 0 2.36916e-08 0 0 2.21937e-08 3.09387e-08 0 3.98971e-08 2.9147e-08 3.62686e-08 0 4.20475e-08 2.16005e-08 3.99161e-08 1.11816e-07 2.85262e-08 8.95767e-07 0 3.56702e-08 1.0977e-07 2.04051e-08 0 -------------------------------------------------------------- Initialization seed trial #208 of 1000; initialization seed = 493576433 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 727931 Distortion: 0.000204175 Distortions/cluster: 2.92022e-06 2.35823e-06 2.23477e-06 3.00621e-06 2.43068e-06 4.0516e-06 3.89965e-06 2.41619e-06 5.5203e-06 2.28473e-06 1.93177e-06 3.27028e-06 1.5676e-06 3.18322e-06 2.0981e-06 9.85484e-06 4.1187e-06 1.08283e-34 3.71718e-06 0 2.60895e-06 1.99841e-06 2.37044e-35 4.13134e-06 3.39341e-06 4.44488e-06 2.32452e-06 3.64647e-06 1.81624e-06 2.43464e-06 4.97942e-06 3.22643e-06 2.61579e-06 3.51498e-06 1.92421e-06 4.11586e-06 5.02889e-06 5.18576e-06 0 4.81569e-35 0 2.91682e-06 1.94456e-06 6.45786e-06 1.67044e-06 0 3.09872e-06 2.37304e-06 3.9277e-06 3.0874e-06 4.65572e-06 9.64317e-35 2.48525e-06 2.33372e-06 2.55616e-06 0 0 2.12448e-06 3.0956e-06 3.77848e-06 1.98775e-06 3.08493e-06 3.83926e-06 2.5149e-06 1.89029e-06 1.27749e-35 0 3.51991e-06 2.42915e-06 2.63056e-06 2.1008e-06 2.21028e-06 1.69785e-06 3.28999e-06 5.25522e-06 2.96373e-06 Variance: 3.49375e-08 Variances/cluster: 3.24442e-08 3.92921e-08 3.49151e-08 3.805e-08 3.37563e-08 2.68229e-08 1.11408e-07 2.46528e-08 4.45043e-08 4.47842e-08 5.08316e-08 3.4421e-08 3.19812e-08 3.15066e-08 3.38291e-08 8.95767e-07 2.72672e-08 0 3.6432e-08 0 1.04322e-07 1.85017e-08 0 3.33143e-08 1.91701e-08 3.36622e-08 2.97919e-08 2.19647e-08 2.38951e-08 3.38118e-08 3.01757e-08 2.85501e-08 2.81243e-08 2.45777e-08 1.48005e-07 3.09362e-08 7.50508e-08 2.68669e-08 0 2.67973e-31 0 3.88876e-08 3.03736e-08 4.0355e-07 3.40796e-08 0 2.18201e-08 3.08159e-08 3.88754e-08 3.42939e-08 2.98417e-08 6.86694e-32 3.7081e-08 2.18084e-08 1.111e-07 0 0 2.49914e-08 3.36448e-08 4.19794e-08 1.89287e-08 2.44814e-08 2.35516e-08 2.54001e-08 3.50031e-08 0 0 3.11465e-08 2.22838e-08 4.04566e-08 3.44281e-08 2.08494e-08 2.23375e-08 2.16428e-08 1.75159e-06 4.05965e-08 -------------------------------------------------------------- Initialization seed trial #209 of 1000; initialization seed = 493576434 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 498651 Distortion: 0.0358443 Distortions/cluster: 2.00557e-06 2.9143e-06 2.85119e-06 1.89201e-06 0.0356196 2.77712e-06 2.37044e-35 2.28192e-06 1.08283e-34 2.37887e-06 4.4221e-06 2.60895e-06 2.12375e-06 4.34052e-06 2.45348e-05 2.98366e-06 0 3.8421e-06 1.97485e-06 2.31023e-06 2.94439e-06 1.64519e-06 3.39498e-06 2.10706e-06 1.78111e-06 4.81569e-35 1.27749e-35 3.47123e-06 0 2.4557e-06 3.04512e-06 2.3553e-06 1.91144e-06 3.74926e-06 3.40113e-06 1.59192e-05 2.59234e-06 1.60537e-06 7.53819e-06 1.47163e-06 3.44737e-06 4.44891e-06 2.12737e-06 4.39071e-06 0 0 4.10836e-06 3.3541e-06 3.03355e-06 0 3.85336e-06 4.31059e-06 2.74346e-06 3.5365e-06 0 2.75265e-06 2.48005e-06 3.08876e-06 0 1.79656e-06 2.43469e-06 3.01175e-06 3.36492e-06 2.4974e-06 4.96839e-06 3.01265e-06 4.11484e-06 2.02838e-06 4.55469e-06 4.34451e-06 2.97222e-06 2.80149e-06 0 0 3.10477e-06 4.4862e-06 Variance: 6.13353e-06 Variances/cluster: 2.41613e-08 3.83337e-08 5.09095e-08 3.20574e-08 0.035575 2.69601e-08 0 3.0834e-08 0 3.2144e-08 2.51234e-08 1.04322e-07 2.68798e-08 2.18098e-08 2.72576e-06 3.82393e-08 0 3.69311e-08 3.46433e-08 2.51082e-08 3.03444e-08 2.99098e-08 3.46319e-08 3.97524e-08 1.48415e-07 2.67973e-31 0 3.36903e-08 0 2.72832e-08 4.75657e-08 2.1217e-08 1.00592e-07 2.13001e-08 2.09928e-08 7.5794e-07 2.04104e-08 4.86432e-08 8.8676e-08 2.53707e-08 2.10187e-08 2.98558e-08 3.93825e-08 4.2205e-08 0 0 2.97681e-08 2.72601e-08 2.73202e-08 0 2.48575e-08 2.93211e-08 3.86374e-08 2.22398e-08 0 1.14655e-07 3.81518e-08 3.02793e-08 0 2.60347e-08 2.21315e-08 2.71297e-08 4.10321e-08 2.80579e-08 3.02924e-08 3.81318e-08 2.95935e-08 3.49604e-08 2.61741e-08 3.77671e-08 3.49557e-08 3.68496e-08 0 0 3.88072e-08 3.05084e-08 -------------------------------------------------------------- Initialization seed trial #210 of 1000; initialization seed = 493576435 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 494335 Distortion: 0.0397436 Distortions/cluster: 5.48578e-06 1.96581e-06 2.60339e-06 3.14868e-06 1.99558e-06 2.26898e-06 1.90727e-06 1.31477e-06 5.90736e-06 3.18766e-06 3.46361e-06 3.13668e-06 1.62984e-06 2.02471e-06 6.45786e-06 3.0385e-06 5.85234e-06 1.93823e-06 6.26928e-06 3.18317e-06 2.60549e-06 1.56677e-06 2.55502e-06 9.85484e-06 1.63474e-06 3.47973e-06 3.29014e-06 5.33906e-06 1.85668e-06 0.00391362 5.25522e-06 2.80794e-06 0.0356196 5.03438e-06 2.37044e-35 5.20145e-06 5.21104e-06 0 2.20624e-06 0 0 4.81569e-35 4.0364e-06 3.75407e-06 3.73817e-06 0 3.34043e-06 2.39927e-06 5.50078e-06 0 2.01394e-06 2.13194e-06 6.56409e-06 3.16629e-06 3.4823e-06 2.40818e-06 2.55616e-06 3.69087e-06 2.70272e-06 3.25771e-06 3.72293e-06 0 0 0 3.65517e-06 3.06258e-06 6.51171e-06 1.78111e-06 5.88969e-06 2.11692e-06 0 2.60895e-06 0 0 0 1.6581e-06 Variance: 6.80075e-06 Variances/cluster: 4.3524e-08 3.02405e-08 2.13374e-08 3.4222e-08 5.54283e-08 2.63811e-08 3.40558e-08 2.48049e-08 3.14119e-08 2.01727e-08 2.22002e-08 2.34058e-08 3.07498e-08 2.17692e-08 4.0355e-07 1.94759e-08 4.30191e-08 3.52383e-08 4.60829e-08 3.45968e-08 3.83127e-08 2.44788e-08 2.66124e-08 8.95767e-07 2.7705e-08 2.4853e-08 3.46299e-08 2.85486e-08 2.73017e-08 0.00391989 1.75159e-06 3.79417e-08 0.035575 7.51328e-08 0 4.15978e-08 3.21564e-08 0 2.34687e-08 0 0 2.67973e-31 3.84293e-08 1.10403e-07 2.33608e-08 0 2.42039e-08 2.6656e-08 3.9e-08 0 1.78209e-08 2.24395e-08 3.13968e-08 3.04424e-08 4.90422e-08 1.94191e-08 1.111e-07 3.1815e-08 2.57372e-08 2.34347e-08 3.83773e-08 0 0 0 2.74792e-08 4.13726e-08 4.64972e-08 1.48415e-07 3.79859e-08 3.11285e-08 0 1.04322e-07 0 0 0 2.71791e-08 -------------------------------------------------------------- Initialization seed trial #211 of 1000; initialization seed = 493576436 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 595199 Distortion: 0.00413251 Distortions/cluster: 7.27339e-06 5.30895e-06 2.61094e-06 7.52673e-06 5.65725e-06 2.26736e-06 8.43383e-06 5.00139e-06 1.71838e-06 3.43008e-06 2.28505e-06 2.02505e-06 0.00391362 2.83201e-06 2.73873e-06 2.33313e-06 9.85484e-06 2.30006e-06 9.64317e-35 2.09858e-06 2.01645e-06 6.63534e-06 3.15333e-06 3.24661e-06 2.77458e-06 8.00734e-06 2.31165e-06 2.64258e-06 1.44227e-06 2.65427e-06 2.37044e-35 6.70921e-06 3.41991e-06 6.45786e-06 3.11302e-06 3.34768e-06 0 5.5155e-06 0 0 4.81569e-35 1.64248e-06 0 2.44696e-06 1.37676e-05 4.56695e-06 5.25522e-06 3.53998e-06 2.97787e-06 0 6.51298e-06 2.81157e-06 2.46537e-06 0 3.46702e-06 0 3.20422e-06 0 0 0 0 2.2047e-06 2.22552e-06 0 2.93432e-06 0 0 3.51702e-06 0 0 2.40941e-06 1.15596e-06 4.56807e-06 2.03784e-06 2.36827e-06 3.66863e-06 Variance: 7.07138e-07 Variances/cluster: 4.9464e-08 2.83876e-08 2.90079e-08 4.45225e-08 3.26902e-08 4.12212e-08 9.58293e-08 4.03206e-08 2.38643e-08 2.70061e-08 3.74573e-08 1.82421e-08 0.00391989 3.67765e-08 2.68479e-08 3.70309e-08 8.95767e-07 3.15049e-08 6.86694e-32 1.87356e-08 1.92026e-08 4.84175e-08 2.31842e-08 3.03395e-08 3.34257e-08 5.13129e-08 2.68774e-08 2.33833e-08 2.36417e-08 4.2807e-08 0 3.94535e-08 2.69261e-08 4.0355e-07 3.70565e-08 4.03301e-08 0 1.37842e-07 0 0 2.67973e-31 2.4884e-08 0 2.0221e-08 4.28755e-08 1.69132e-07 1.75159e-06 5.28309e-08 2.30815e-08 0 3.25543e-08 2.603e-08 2.14357e-08 0 2.88885e-08 0 2.44576e-08 0 0 0 0 2.68842e-08 2.39282e-08 0 2.00957e-08 0 0 2.06865e-08 0 0 2.07684e-08 2.35885e-08 4.15143e-08 3.57495e-08 2.27698e-08 3.18984e-08 -------------------------------------------------------------- Initialization seed trial #212 of 1000; initialization seed = 493576437 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 498983 Distortion: 0.0358775 Distortions/cluster: 2.74665e-06 2.61803e-06 3.07459e-06 3.79077e-06 5.70874e-06 2.64847e-06 2.37036e-06 3.00406e-06 2.58798e-06 4.4616e-06 3.14768e-06 3.09607e-06 2.26836e-06 3.00747e-06 3.72128e-06 3.05296e-06 2.37044e-35 2.33859e-06 2.10018e-06 4.35604e-05 2.62372e-06 2.48031e-06 2.95814e-06 2.89186e-06 0.0356196 4.03202e-06 0 5.14799e-06 1.46325e-06 3.37113e-06 2.24309e-06 2.04771e-06 3.14299e-05 3.2209e-06 3.87799e-06 5.2913e-06 2.1256e-06 5.11331e-06 3.53729e-06 3.58404e-06 3.68923e-06 4.20031e-06 1.27749e-35 0 0 0 3.07237e-06 4.55955e-06 3.59229e-06 0 4.84722e-06 1.08283e-34 3.20023e-06 2.76983e-06 2.53069e-06 3.6063e-06 0 3.85808e-06 3.3341e-06 3.72793e-06 3.61712e-06 3.72098e-06 0 0 0 3.49183e-06 0 2.90781e-06 4.81569e-35 1.83365e-06 0 0 2.92399e-06 0 5.73807e-06 0 Variance: 6.13921e-06 Variances/cluster: 2.42987e-08 2.67115e-08 3.10539e-08 3.67916e-08 2.23853e-08 4.13686e-08 3.43503e-08 2.68188e-08 2.75225e-08 2.77094e-08 2.76088e-08 3.55755e-08 3.59936e-08 3.45583e-08 3.32149e-08 4.35996e-08 0 2.16512e-08 2.1649e-08 2.7222e-06 4.37141e-08 3.75684e-08 3.60717e-08 3.70723e-08 0.035575 4.47965e-08 0 3.50173e-08 2.66021e-08 2.85664e-08 4.31324e-08 2.69412e-08 3.11154e-07 2.72932e-08 4.35597e-08 1.35629e-07 2.56072e-08 1.7043e-07 2.74119e-08 2.4881e-08 5.34625e-08 5.832e-08 0 0 0 0 1.18157e-07 2.63535e-08 2.12543e-08 0 2.4603e-08 0 2.96292e-08 3.22045e-08 3.01174e-08 2.40397e-08 0 3.93552e-08 3.96787e-08 2.15462e-08 3.84776e-08 2.15067e-08 0 0 0 2.35907e-08 0 3.38088e-08 2.67973e-31 2.5465e-08 0 0 3.60867e-08 0 2.44152e-08 0 -------------------------------------------------------------- Initialization seed trial #213 of 1000; initialization seed = 493576438 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 591875 Distortion: 0.00439243 Distortions/cluster: 2.40691e-06 2.91178e-06 2.55857e-06 1.37558e-06 3.14221e-06 3.4109e-06 6.77023e-06 3.23792e-06 3.32101e-06 2.1683e-06 2.43552e-06 0.00391362 3.03603e-06 5.25522e-06 2.3363e-06 2.28612e-06 6.45786e-06 3.43234e-06 1.85071e-06 1.87237e-06 1.92508e-06 3.1381e-06 3.006e-06 2.28472e-06 4.56695e-06 1.995e-06 4.14437e-06 2.37044e-35 2.75411e-06 3.11134e-06 5.96333e-06 2.30256e-06 6.76089e-06 0 0.000272435 3.29828e-06 2.69494e-06 5.52986e-06 1.34669e-06 4.67256e-06 1.23846e-06 0 5.76866e-06 1.15397e-06 1.30383e-06 2.73511e-06 1.77763e-06 5.42815e-06 0 1.47849e-06 0 4.40345e-06 2.1072e-06 0 0 5.51386e-06 3.29405e-06 9.64317e-35 2.71676e-06 0 1.27234e-06 0 1.17896e-06 0 1.13804e-06 5.33239e-06 9.85484e-06 7.39684e-06 0 0 4.47442e-06 7.73164e-06 2.51863e-06 4.51742e-06 0 2.2769e-06 Variance: 7.51613e-07 Variances/cluster: 2.24925e-08 2.31074e-08 2.81137e-08 1.8339e-08 2.39843e-08 2.94017e-08 3.63873e-08 4.04704e-08 4.20345e-08 1.82194e-08 2.56348e-08 0.00391989 3.00572e-08 1.75159e-06 2.92011e-08 2.15653e-08 4.0355e-07 3.43205e-08 5.00148e-08 2.31129e-08 3.00766e-08 3.92238e-08 2.0309e-08 2.23968e-08 1.69132e-07 2.16829e-08 4.22858e-08 0 2.15145e-08 3.41795e-08 3.0108e-08 3.83732e-08 3.05822e-08 0 3.16754e-06 2.99818e-08 3.64151e-08 4.45814e-08 2.17182e-08 2.81454e-08 1.84824e-08 0 1.44169e-07 1.92306e-08 1.83621e-08 1.99626e-08 2.82138e-08 4.14229e-08 0 1.62453e-08 0 3.12274e-08 2.66704e-08 0 0 4.83511e-08 2.57326e-08 6.86694e-32 3.52798e-08 0 2.19346e-08 0 1.63725e-08 0 2.32227e-08 4.71746e-08 8.95767e-07 5.03035e-08 0 0 4.51812e-08 4.44203e-08 2.5963e-08 4.14306e-08 0 3.44953e-08 -------------------------------------------------------------- Initialization seed trial #214 of 1000; initialization seed = 493576439 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 498627 Distortion: 0.0358289 Distortions/cluster: 2.26962e-06 2.32437e-06 5.06546e-06 6.26702e-06 3.43551e-06 5.26558e-06 5.82984e-06 2.96211e-06 9.1037e-06 1.65155e-06 2.9455e-06 1.65018e-06 3.35722e-06 2.37044e-35 2.51847e-06 4.79596e-06 2.63866e-06 2.13184e-06 6.14575e-06 0 1.58277e-06 2.74359e-06 1.62308e-06 0 1.48726e-06 2.92857e-06 1.76751e-06 1.71484e-06 1.84368e-06 1.98323e-06 2.08869e-06 4.97722e-06 3.32858e-06 0.0356196 1.68022e-06 3.71845e-06 2.25593e-06 1.58208e-06 0 1.27749e-35 1.08283e-34 2.13354e-06 4.81569e-35 1.71932e-06 1.54072e-06 1.11281e-06 0 1.78006e-06 4.27414e-06 5.47524e-06 4.85223e-06 5.25522e-06 2.85499e-06 2.08837e-06 3.60659e-06 2.25285e-06 2.03115e-06 1.79128e-06 7.89415e-06 0 2.55616e-06 0 0 2.89162e-06 3.67897e-06 4.94318e-06 4.28997e-06 2.43529e-06 0 2.33904e-06 2.78911e-06 2.50533e-06 9.85484e-06 4.62237e-06 1.67281e-06 6.45786e-06 Variance: 6.13089e-06 Variances/cluster: 2.06305e-08 3.68913e-08 2.5193e-08 3.14898e-08 4.97855e-08 4.11239e-08 3.33026e-08 4.17059e-08 4.27267e-08 2.70722e-08 3.92604e-08 4.85304e-08 2.43255e-08 0 2.26862e-08 3.89799e-08 2.46575e-08 3.13478e-08 4.45202e-08 0 2.55261e-08 2.66344e-08 1.97913e-08 0 2.32366e-08 1.99205e-08 1.78521e-08 2.85781e-08 2.92622e-08 2.08742e-08 3.72956e-08 3.18949e-08 4.16036e-08 0.035575 2.21062e-08 3.71812e-08 3.63836e-08 2.02813e-08 0 0 0 2.03177e-08 2.67973e-31 1.91014e-08 1.92568e-08 2.06058e-08 0 1.89351e-08 1.64378e-07 4.27615e-08 2.58075e-08 1.75159e-06 1.0977e-07 3.66353e-08 4.8723e-08 3.4131e-08 2.63762e-08 1.68974e-08 9.07286e-08 0 1.111e-07 0 0 3.36208e-08 3.57063e-08 3.06999e-08 2.4795e-08 2.23401e-08 0 2.78433e-08 3.92798e-08 2.05337e-08 8.95767e-07 4.12576e-08 3.21661e-08 4.0355e-07 -------------------------------------------------------------- Initialization seed trial #215 of 1000; initialization seed = 493576440 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 498790 Distortion: 0.0358505 Distortions/cluster: 2.36726e-06 2.37044e-35 2.68872e-06 1.27749e-35 2.19572e-06 2.12113e-06 1.60487e-06 2.24826e-06 5.2046e-06 3.65262e-06 3.1833e-06 2.08241e-06 1.99488e-06 1.98562e-06 3.32677e-06 2.2544e-06 1.91293e-06 5.03759e-06 3.93701e-06 0 3.44488e-06 1.08283e-34 0 1.7449e-06 0 4.66607e-06 4.13294e-06 2.72129e-06 0 3.70254e-06 5.50292e-06 4.81569e-35 3.08574e-06 3.46579e-06 0 2.85499e-06 3.95185e-06 0.0356196 3.88447e-06 4.53965e-06 3.70697e-06 3.88097e-06 3.06618e-06 2.73767e-06 5.40212e-06 2.45045e-06 0 6.22877e-06 1.79992e-06 0 2.35827e-06 3.29775e-06 7.76697e-06 2.83338e-06 5.31478e-06 0 5.81081e-06 0 0 6.30076e-06 1.59192e-05 2.30547e-06 0 4.27414e-06 0 4.34342e-06 2.75265e-06 2.35916e-06 2.3819e-06 2.45348e-05 2.87566e-06 2.27609e-06 2.39281e-06 2.18324e-06 3.86046e-06 0 Variance: 6.13458e-06 Variances/cluster: 2.29811e-08 0 2.56039e-08 0 3.18192e-08 2.49515e-08 2.54656e-08 2.31703e-08 4.44696e-08 2.89796e-08 2.92021e-08 2.33957e-08 2.77042e-08 2.30809e-08 3.69608e-08 3.57722e-08 2.05667e-08 2.59647e-08 2.49156e-08 0 3.5873e-08 0 0 2.60407e-08 0 3.88723e-08 2.66618e-08 2.07714e-08 0 3.16353e-08 4.36596e-08 2.67973e-31 1.90461e-08 2.07514e-08 0 1.0977e-07 4.11617e-08 0.035575 4.08866e-08 4.20302e-08 4.57609e-08 3.155e-08 3.06591e-08 2.05816e-08 4.03012e-08 3.35648e-08 0 3.8446e-08 2.64671e-08 0 2.22457e-08 3.74715e-08 9.03049e-08 1.96739e-08 4.7866e-08 0 4.20937e-08 0 0 5.43121e-08 7.5794e-07 3.90627e-08 0 1.64378e-07 0 4.21552e-08 1.14655e-07 2.2254e-08 2.5337e-08 2.72576e-06 2.28207e-08 2.5009e-08 2.41677e-08 1.9319e-08 2.81693e-08 0 -------------------------------------------------------------- Initialization seed trial #216 of 1000; initialization seed = 493576441 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 594411 Distortion: 0.00414202 Distortions/cluster: 5.02165e-06 2.77876e-06 2.14091e-06 2.46154e-06 2.65244e-06 4.57822e-06 3.61398e-06 2.90405e-06 4.81569e-35 1.87915e-06 2.96306e-06 1.84709e-06 5.32677e-06 2.25035e-06 2.37269e-06 3.58841e-06 2.3874e-06 2.6498e-06 2.26181e-06 5.15828e-06 3.94028e-06 3.85468e-06 2.45286e-06 2.61594e-06 2.58942e-06 9.64317e-35 2.1927e-06 5.6212e-06 2.25036e-06 1.59192e-05 3.28326e-06 1.73007e-06 2.69541e-06 4.47851e-06 3.02078e-06 2.6941e-06 2.37044e-35 0.00391362 2.28728e-06 2.35567e-06 5.11619e-06 0 0 3.24506e-06 0 2.4147e-06 0 2.97904e-06 8.39942e-06 2.09978e-06 1.92755e-06 4.80933e-06 3.18516e-06 4.00481e-06 2.69029e-06 3.60757e-06 3.19138e-06 0 1.98913e-06 2.65586e-06 3.7728e-06 3.11505e-06 0 0 0 3.59759e-06 2.13125e-06 2.74786e-06 3.62403e-06 0 4.56695e-06 0 2.45348e-05 2.17965e-06 0 2.99348e-06 Variance: 7.08764e-07 Variances/cluster: 3.11873e-08 6.31325e-08 2.8167e-08 2.51155e-08 2.94692e-08 2.5432e-08 4.01423e-08 4.14739e-08 2.67973e-31 2.98252e-08 3.08551e-08 4.01509e-08 2.67654e-08 3.46093e-08 2.85841e-08 3.94201e-08 3.61608e-08 3.11713e-08 2.07488e-08 3.73756e-08 3.68131e-08 3.63618e-08 2.11431e-08 5.44939e-08 3.15685e-08 6.86694e-32 3.08731e-08 2.7285e-08 2.58576e-08 7.5794e-07 2.43125e-08 4.94262e-08 2.51877e-08 3.08762e-08 3.77473e-08 3.84744e-08 0 0.00391989 2.89433e-08 2.01316e-08 3.02707e-08 0 0 2.31763e-08 0 2.62444e-08 0 2.12763e-08 9.43662e-08 1.84175e-08 2.43973e-08 1.29939e-07 2.50778e-08 5.88764e-08 2.6117e-08 4.24383e-08 3.89158e-08 0 2.92496e-08 3.90537e-08 2.18062e-08 3.05371e-08 0 0 0 3.91018e-08 3.49267e-08 1.94866e-08 4.1643e-08 0 1.69132e-07 0 2.72576e-06 1.6765e-08 0 2.77082e-08 -------------------------------------------------------------- Initialization seed trial #217 of 1000; initialization seed = 493576442 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 61 BIC score: 727039 Distortion: 0.000210164 Distortions/cluster: 1.84133e-06 3.67785e-06 5.88589e-06 4.45554e-06 4.84092e-06 4.90465e-06 2.60382e-06 2.72602e-06 4.81569e-35 2.46044e-06 2.89477e-06 6.48805e-06 8.00262e-06 4.84756e-06 3.75859e-06 2.55616e-06 5.70055e-06 4.70658e-06 1.67532e-06 4.27414e-06 9.64317e-35 2.37044e-35 1.95278e-06 2.2942e-06 1.93081e-06 1.94166e-06 2.09441e-06 3.79007e-06 4.62203e-06 0 2.30219e-06 0 3.09032e-06 4.28966e-06 0 5.25522e-06 2.70285e-06 4.05134e-06 2.44212e-06 2.11357e-06 0 1.92997e-06 9.85484e-06 5.77402e-06 1.55149e-06 2.22734e-06 2.05571e-06 2.40949e-06 3.18659e-06 2.82613e-06 2.28901e-06 1.67613e-06 2.59543e-06 2.48518e-06 0 2.14437e-06 2.84221e-06 0 0 0 6.64183e-06 5.01725e-06 6.45786e-06 2.90534e-06 4.77442e-06 2.28718e-06 1.08283e-34 1.70712e-06 2.85499e-06 0 0 2.69341e-06 0 3.20131e-06 1.27749e-35 2.6012e-06 Variance: 3.59623e-08 Variances/cluster: 1.97971e-08 2.51886e-08 2.67517e-08 4.16268e-08 2.95152e-08 4.05212e-08 2.71208e-08 3.58659e-08 2.67973e-31 2.43579e-08 2.984e-08 3.1033e-08 9.09302e-08 3.23065e-08 2.40912e-08 1.111e-07 4.19019e-08 2.94135e-08 2.50026e-08 1.64378e-07 6.86694e-32 0 3.61602e-08 2.01222e-08 3.86128e-08 2.04361e-08 1.97562e-08 3.29463e-08 3.9158e-08 0 2.07386e-08 0 3.43263e-08 2.83991e-08 0 1.75159e-06 2.07893e-08 3.89424e-08 2.62571e-08 3.25137e-08 0 2.68028e-08 8.95767e-07 4.47455e-08 2.01475e-08 3.53514e-08 2.09746e-08 3.49171e-08 2.30892e-08 2.01849e-08 3.1789e-08 2.5393e-08 3.70747e-08 2.67193e-08 0 3.57364e-08 2.07442e-08 0 0 0 3.20834e-08 4.73179e-08 4.0355e-07 3.87251e-08 3.08e-08 3.63011e-08 0 4.87706e-08 1.0977e-07 0 0 3.16769e-08 0 3.72212e-08 0 3.71576e-08 -------------------------------------------------------------- Initialization seed trial #218 of 1000; initialization seed = 493576443 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 722644 Distortion: 0.000228693 Distortions/cluster: 5.13617e-06 1.60895e-06 1.41984e-06 2.40392e-06 9.64317e-35 2.27266e-06 3.54524e-06 2.20754e-06 3.93432e-06 2.93761e-06 8.16378e-06 2.89641e-06 4.60848e-06 1.55277e-06 2.37044e-35 1.58115e-06 1.08283e-34 2.03375e-06 1.15499e-06 4.03202e-06 2.86111e-06 1.40123e-06 5.18454e-06 2.6619e-06 1.42157e-06 0 2.23546e-06 0 3.54947e-06 1.83034e-06 0 4.04984e-06 0 1.9038e-06 4.11575e-06 1.35828e-06 2.86205e-06 2.96301e-06 2.93374e-06 4.36737e-06 1.3369e-06 2.81335e-06 3.77029e-06 4.13702e-06 2.95395e-06 4.52595e-06 1.87526e-06 1.67918e-06 1.27749e-35 4.81569e-35 1.8598e-06 2.01073e-06 2.23463e-06 1.71331e-06 6.56101e-07 2.45348e-05 1.71402e-06 5.76318e-06 3.89044e-06 4.56695e-06 2.09003e-06 1.59192e-05 3.05953e-06 1.22502e-06 2.30125e-06 2.54263e-06 3.06212e-06 3.16279e-06 0 6.53451e-06 4.55976e-06 4.11779e-06 0 0 6.13146e-06 4.76146e-06 Variance: 3.91329e-08 Variances/cluster: 3.44597e-08 1.72985e-08 1.61331e-08 3.20497e-08 6.86694e-32 3.15619e-08 3.7315e-08 2.56666e-08 4.05468e-08 2.38809e-08 9.38273e-08 2.29854e-08 4.79902e-08 2.67688e-08 0 1.59698e-08 0 3.44589e-08 1.92475e-08 3.41669e-08 2.44519e-08 1.89336e-08 1.3639e-07 3.69587e-08 2.05999e-08 0 4.96731e-08 0 3.81536e-08 4.94642e-08 0 2.41041e-08 0 1.88479e-08 3.84529e-08 2.30189e-08 3.25204e-08 2.87646e-08 2.25652e-08 3.86368e-08 1.80641e-08 3.43062e-08 2.41606e-08 3.79418e-08 3.73886e-08 2.9003e-08 2.75749e-08 2.66512e-08 0 2.67973e-31 2.11323e-08 2.31091e-08 2.30354e-08 2.71929e-08 2.52315e-08 2.72576e-06 1.76683e-08 4.53649e-08 3.16268e-08 1.69132e-07 2.58006e-08 7.5794e-07 2.99928e-08 2.11187e-08 2.07301e-08 2.51721e-08 3.60228e-08 4.00221e-08 0 3.93515e-08 3.50722e-08 4.20146e-08 0 0 4.86478e-08 2.8681e-08 -------------------------------------------------------------- Initialization seed trial #219 of 1000; initialization seed = 493576444 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 498828 Distortion: 0.0358324 Distortions/cluster: 4.53993e-06 3.85937e-06 2.56384e-06 1.60556e-06 2.7921e-06 3.50553e-06 3.83363e-06 1.33472e-06 5.51988e-06 2.9946e-06 2.77354e-06 5.27973e-06 5.25522e-06 5.08961e-06 3.12817e-06 1.49589e-06 3.53998e-06 5.53215e-06 2.41442e-06 2.37044e-35 1.76177e-06 6.4722e-06 0 1.08283e-34 2.24642e-06 1.49677e-06 0 2.14269e-06 0 6.45786e-06 3.53981e-06 0 4.56695e-06 2.11349e-06 2.83444e-06 0.0356196 4.85779e-06 2.7496e-06 4.35064e-06 4.4006e-06 3.27821e-06 3.35209e-06 0 1.27749e-35 3.37726e-06 8.39942e-06 3.25163e-06 2.56894e-06 0 3.73719e-06 9.85484e-06 1.78352e-06 5.18454e-06 0 0 1.54712e-06 0 2.88072e-06 4.81569e-35 3.78537e-06 3.78809e-06 3.11665e-06 2.3782e-06 3.84776e-06 0 4.91191e-06 1.97335e-06 2.89065e-06 4.96822e-06 0 3.21716e-06 2.74955e-06 1.83206e-06 3.74282e-06 0 3.36314e-06 Variance: 6.13148e-06 Variances/cluster: 2.50742e-08 3.18928e-08 3.20452e-08 2.72105e-08 2.63376e-08 4.86732e-08 3.72076e-08 3.70719e-08 4.75709e-08 3.69675e-08 3.22478e-08 3.17953e-08 1.75159e-06 3.66041e-08 4.73807e-08 1.73925e-08 5.28309e-08 2.82228e-08 2.41413e-08 0 1.71031e-08 4.65476e-08 0 0 2.24622e-08 2.05018e-08 0 1.9838e-08 0 4.0355e-07 3.80507e-08 0 1.69132e-07 2.60898e-08 2.34231e-08 0.035575 3.05495e-08 3.92671e-08 3.59527e-08 3.89306e-08 3.60123e-08 2.42885e-08 0 0 3.83748e-08 9.43662e-08 3.73717e-08 2.1229e-08 0 4.15208e-08 8.95767e-07 2.66172e-08 1.3639e-07 0 0 3.36299e-08 0 2.07222e-08 2.67973e-31 2.80306e-08 3.71261e-08 2.30835e-08 2.76512e-08 4.05002e-08 0 2.68387e-08 1.99306e-08 4.58792e-08 4.1736e-08 0 2.55308e-08 2.25353e-08 2.03538e-08 2.21449e-08 0 2.43682e-08 -------------------------------------------------------------- Initialization seed trial #220 of 1000; initialization seed = 493576445 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 498524 Distortion: 0.0358284 Distortions/cluster: 2.07456e-06 3.51508e-06 2.08422e-06 3.89771e-06 2.37306e-06 3.69739e-06 3.14596e-06 4.22726e-06 2.37044e-35 1.73149e-06 2.68964e-06 4.79991e-06 2.01032e-06 2.52517e-06 2.45663e-06 4.95023e-06 2.84996e-06 3.36417e-06 3.49371e-06 2.39296e-06 1.27749e-35 5.25522e-06 0.0356196 4.53124e-06 3.19542e-06 2.86256e-06 3.81509e-06 4.56695e-06 8.55988e-06 3.67536e-06 1.43554e-06 3.43579e-06 0 0 0 4.81569e-35 2.15152e-06 4.03876e-06 1.08283e-34 1.62636e-06 1.72682e-06 2.76469e-06 0 2.77077e-06 3.08042e-06 2.66024e-06 3.94184e-06 2.8777e-06 3.00772e-06 2.1572e-06 0 2.10416e-06 2.86048e-06 1.37803e-06 3.91022e-06 2.83648e-06 0 0 3.0132e-06 6.45786e-06 5.73938e-06 0 2.97266e-06 3.85272e-06 3.11764e-06 2.81291e-06 9.85484e-06 0 2.93176e-06 2.63104e-06 3.21844e-06 3.92065e-06 2.35935e-06 2.91203e-06 3.36548e-06 4.22372e-06 Variance: 6.13081e-06 Variances/cluster: 2.23052e-08 2.18302e-08 3.36053e-08 3.93683e-08 2.79158e-08 2.75834e-08 2.33011e-08 4.49671e-08 0 1.61807e-08 3.53786e-08 3.3563e-08 2.87164e-08 2.68547e-08 1.99709e-08 2.4999e-08 2.37476e-08 3.77872e-08 3.67648e-08 3.41738e-08 0 1.75159e-06 0.035575 4.27441e-08 2.08827e-08 5.20306e-08 3.34629e-08 1.69132e-07 9.61687e-08 3.1949e-08 2.92875e-08 3.65478e-08 0 0 0 2.67973e-31 1.99197e-08 3.08276e-08 0 2.75627e-08 2.97629e-08 2.63274e-08 0 4.32802e-08 2.67837e-08 2.03054e-08 4.47896e-08 2.63978e-08 3.23382e-08 4.06888e-08 0 2.1469e-08 4.02754e-08 1.81303e-08 1.14968e-07 2.53235e-08 0 0 5.28585e-08 4.0355e-07 2.9423e-08 0 3.4555e-08 7.70284e-08 2.36157e-08 2.62865e-08 8.95767e-07 0 3.33045e-08 4.17486e-08 2.06292e-08 4.50612e-08 2.56428e-08 3.00182e-08 2.80432e-08 3.082e-08 -------------------------------------------------------------- Initialization seed trial #221 of 1000; initialization seed = 493576446 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 498732 Distortion: 0.03583 Distortions/cluster: 5.6721e-06 3.33207e-06 1.86109e-06 2.37044e-35 9.85484e-06 2.59641e-06 5.66833e-06 4.89408e-06 1.93579e-06 1.35499e-06 3.57091e-06 0 3.68714e-06 3.37753e-06 2.85242e-06 2.39741e-06 2.11867e-06 0 2.98827e-06 1.08283e-34 4.26792e-06 2.27274e-06 3.77662e-06 2.28536e-06 1.63197e-06 3.90105e-06 0 3.3016e-06 2.23998e-06 2.75378e-06 2.1451e-06 1.79423e-06 3.57461e-06 4.87922e-06 3.37159e-06 4.09271e-06 0 0.0356196 3.33199e-06 6.45786e-06 2.25644e-06 0 1.76235e-06 5.04236e-06 1.70234e-06 8.27371e-06 2.36984e-06 3.77086e-06 1.87424e-06 2.46307e-06 2.48801e-06 4.56695e-06 0 3.93634e-06 3.17284e-06 3.88864e-06 5.25522e-06 1.72592e-06 4.7732e-06 1.86291e-06 0 3.92837e-06 2.10504e-06 0 3.64431e-06 2.247e-06 1.27749e-35 5.18454e-06 4.43149e-06 4.30423e-06 0 4.26168e-06 4.81569e-35 2.21011e-06 0 2.67426e-06 Variance: 6.13107e-06 Variances/cluster: 2.87898e-08 2.84698e-08 2.06766e-08 0 8.95767e-07 2.95022e-08 4.84327e-08 3.1777e-08 3.79532e-08 2.33595e-08 3.46582e-08 0 2.08295e-08 4.8236e-08 2.94039e-08 2.03153e-08 3.58978e-08 0 3.68801e-08 0 2.82615e-08 3.72456e-08 2.67822e-08 2.56751e-08 1.96601e-08 4.14869e-08 0 2.15772e-08 3.61256e-08 3.62312e-08 3.51633e-08 1.88845e-08 2.306e-08 2.77137e-08 3.33712e-08 5.45647e-08 0 0.035575 2.82347e-08 4.0355e-07 3.58133e-08 0 2.51739e-08 2.28141e-08 2.18229e-08 9.40102e-08 3.2022e-08 4.14249e-08 2.0823e-08 1.95458e-08 3.60553e-08 1.69132e-07 0 4.741e-08 5.0358e-08 2.92283e-08 1.75159e-06 3.38304e-08 3.13924e-08 3.21164e-08 0 2.61868e-08 3.69284e-08 0 3.71749e-08 3.68329e-08 0 1.3639e-07 3.819e-08 3.2605e-08 0 2.52145e-08 2.67973e-31 2.69502e-08 0 2.32517e-08 -------------------------------------------------------------- Initialization seed trial #222 of 1000; initialization seed = 493576447 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 594811 Distortion: 0.00412153 Distortions/cluster: 1.99889e-06 2.72914e-06 2.03247e-06 1.6896e-06 2.41082e-06 5.45683e-06 5.51674e-06 2.85499e-06 9.85484e-06 2.40688e-06 2.89529e-06 3.04689e-06 3.04504e-06 2.98542e-06 9.64317e-35 5.3385e-06 1.57281e-06 2.4498e-06 7.51853e-06 6.64273e-06 2.49522e-06 3.35614e-06 2.62304e-06 1.58764e-06 5.26877e-06 4.81569e-35 2.79404e-06 8.0538e-06 1.79625e-06 2.39923e-06 2.11257e-06 2.37044e-35 4.17937e-06 4.27414e-06 3.06071e-06 0 2.68686e-06 4.06936e-06 2.06726e-06 2.23432e-06 0 4.11196e-06 2.21463e-06 2.21589e-06 2.40995e-06 6.35155e-06 2.54576e-06 2.77058e-06 0 5.57791e-06 2.78518e-06 1.74589e-06 7.26887e-06 1.83089e-06 3.27665e-06 1.67814e-06 2.17414e-06 0 0 1.29379e-06 2.55702e-06 5.25522e-06 2.75265e-06 5.9104e-06 0 0.00391362 0 0 2.30747e-06 1.84641e-06 0 2.11073e-06 2.22308e-06 0 2.70545e-06 2.47875e-06 Variance: 7.05258e-07 Variances/cluster: 2.19633e-08 2.33238e-08 3.27788e-08 4.96898e-08 4.01769e-08 4.32939e-08 4.14669e-08 1.0977e-07 8.95767e-07 2.73483e-08 1.9829e-08 2.27353e-08 2.67085e-08 2.14753e-08 6.86694e-32 3.2344e-08 1.76705e-08 3.65619e-08 3.64859e-08 3.13233e-08 1.65232e-08 2.33045e-08 2.85083e-08 3.17504e-08 4.74516e-08 2.67973e-31 2.38785e-08 4.10772e-08 3.4541e-08 2.24207e-08 3.98561e-08 0 3.66498e-08 1.64378e-07 2.2339e-08 0 1.91902e-08 9.68806e-08 1.89635e-08 3.38504e-08 0 2.32294e-08 3.30516e-08 2.54678e-08 2.73834e-08 4.66874e-08 2.89265e-08 5.89427e-08 0 4.13043e-08 3.86796e-08 2.53006e-08 4.4308e-08 2.54269e-08 2.7303e-08 3.7289e-08 2.21831e-08 0 0 2.19264e-08 3.32051e-08 1.75159e-06 1.14655e-07 3.93959e-07 0 0.00391989 0 0 2.09749e-08 2.19792e-08 0 2.97261e-08 1.30756e-07 0 2.52815e-08 2.66508e-08 -------------------------------------------------------------- Initialization seed trial #223 of 1000; initialization seed = 493576448 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 498183 Distortion: 0.0360909 Distortions/cluster: 3.53953e-06 2.47993e-06 2.64445e-06 3.51995e-06 3.44992e-06 2.64676e-06 3.68145e-06 3.62156e-06 3.27538e-06 9.85484e-06 1.08283e-34 4.00063e-06 2.37044e-35 3.68241e-06 3.12058e-06 2.16982e-06 2.85499e-06 2.27688e-06 2.23962e-06 2.68349e-06 1.93401e-06 3.70592e-06 2.05063e-06 3.09681e-06 0 2.10766e-06 2.58727e-06 2.10998e-06 0 3.61512e-06 2.63684e-06 4.46723e-06 4.2019e-06 3.32953e-06 2.18157e-06 2.75797e-06 6.45786e-06 0 5.79002e-06 4.19846e-06 3.73827e-06 2.35337e-06 2.99762e-06 0.000272435 4.27414e-06 3.74006e-06 2.90536e-06 2.5812e-06 2.4571e-06 0.0356196 2.88822e-06 3.14518e-06 0 0 1.70628e-06 2.60804e-06 1.31453e-06 3.2045e-06 3.30027e-06 3.65329e-06 0 0 2.81509e-06 1.27749e-35 5.25522e-06 2.67881e-06 1.48444e-06 0 2.31592e-06 0 2.55616e-06 3.11248e-06 2.44653e-06 3.67435e-06 4.0845e-06 2.65991e-06 Variance: 6.17572e-06 Variances/cluster: 3.68581e-08 3.39605e-08 3.03862e-08 3.78375e-08 3.34915e-08 3.26653e-08 4.97448e-08 2.76425e-08 2.72923e-08 8.95767e-07 0 2.85732e-08 0 2.64899e-08 3.21605e-08 3.49854e-08 1.0977e-07 3.29883e-08 3.7948e-08 2.41727e-08 3.3927e-08 3.03738e-08 1.95276e-08 2.76477e-08 0 3.00997e-08 3.49516e-08 4.05631e-08 0 2.45903e-08 3.46836e-08 3.08058e-08 2.37375e-08 3.69924e-08 4.19499e-08 4.05447e-08 4.0355e-07 0 2.79687e-08 2.70845e-08 5.49697e-08 3.62025e-08 4.47369e-08 3.16754e-06 1.64378e-07 2.382e-08 2.0603e-08 3.26705e-08 2.58611e-08 0.035575 2.46775e-08 3.20909e-08 0 0 1.96101e-08 3.34338e-08 2.2662e-08 2.56276e-08 2.44384e-08 2.09941e-08 0 0 2.55895e-08 0 1.75159e-06 1.72811e-08 2.06152e-08 0 2.24827e-08 0 1.111e-07 3.27603e-08 2.98331e-08 3.82619e-08 4.64005e-08 3.6931e-08 -------------------------------------------------------------- Initialization seed trial #224 of 1000; initialization seed = 493576449 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 498938 Distortion: 0.0358727 Distortions/cluster: 2.66718e-06 2.77508e-06 4.35604e-05 4.09652e-06 1.35658e-06 2.60735e-06 4.81021e-06 2.20006e-06 4.18043e-06 5.38142e-06 3.25424e-06 2.04671e-06 1.27749e-35 2.9771e-06 4.03052e-06 2.96933e-06 0 0.0356196 2.36622e-06 1.72731e-06 3.30946e-06 2.37044e-35 0 3.00693e-06 2.2092e-06 1.35663e-06 0 2.47862e-06 3.05334e-05 2.35106e-06 3.30076e-06 3.59158e-06 3.58444e-06 5.01932e-06 2.04496e-06 4.81569e-35 3.64362e-06 0 2.87833e-06 3.5122e-06 0 4.0369e-06 1.82476e-06 4.32075e-06 0 0 2.0741e-06 4.44704e-06 2.19587e-06 2.94012e-06 2.24564e-06 2.2557e-06 4.8598e-06 4.37468e-06 2.73041e-06 3.51027e-06 1.4039e-06 2.47621e-06 2.93187e-06 2.37355e-06 3.01724e-06 2.36634e-06 3.80022e-06 3.34108e-06 2.38591e-06 0 0 4.81274e-06 1.08283e-34 0 4.43977e-06 4.95913e-06 5.10463e-06 2.10503e-06 0 0 Variance: 6.13838e-06 Variances/cluster: 3.65247e-08 3.69888e-08 2.7222e-06 3.17456e-08 1.13007e-07 2.30717e-08 1.65857e-07 3.99975e-08 2.11114e-08 2.8019e-08 2.80445e-08 3.41005e-08 0 4.13455e-08 2.21438e-08 3.90668e-08 0 0.035575 3.38006e-08 4.93473e-08 3.93959e-08 0 0 3.26811e-08 2.72651e-08 1.0432e-07 0 2.75378e-08 3.08387e-07 9.40109e-08 3.74963e-08 2.34723e-08 2.63532e-08 2.83553e-08 3.35129e-08 2.67973e-31 4.28518e-08 0 3.46757e-08 2.83215e-08 0 3.01235e-08 4.56051e-08 2.41361e-08 0 0 2.8403e-08 2.86881e-08 3.99119e-08 2.69704e-08 3.30133e-08 2.45155e-08 2.40564e-08 2.3392e-08 2.0223e-08 3.0258e-08 3.50869e-08 3.86789e-08 3.36896e-08 1.89862e-08 3.59163e-08 3.28552e-08 2.65726e-08 2.87999e-08 3.18024e-08 0 0 3.10398e-08 0 0 3.52334e-08 3.09919e-08 7.29166e-08 2.12604e-08 0 0 -------------------------------------------------------------- Initialization seed trial #225 of 1000; initialization seed = 493576450 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 494609 Distortion: 0.0397503 Distortions/cluster: 3.07127e-06 3.08787e-06 3.06231e-06 3.28513e-06 2.43487e-06 1.89751e-06 2.90218e-06 3.2556e-06 0.00391362 2.74077e-06 3.56819e-06 0 6.26453e-06 9.68284e-06 4.29169e-06 2.62148e-06 2.11891e-06 3.05734e-06 7.90529e-06 4.81569e-35 2.37044e-35 5.10723e-06 0 0 7.52457e-06 1.91327e-06 8.81833e-06 2.66341e-06 2.30796e-06 1.92421e-06 5.25522e-06 4.89178e-06 5.95266e-06 3.75407e-06 6.41642e-06 0 0 3.42133e-06 3.17328e-06 8.94407e-06 4.65645e-06 0 7.52461e-06 3.19186e-06 0 2.60394e-06 1.57005e-06 3.48148e-06 2.50808e-06 0 5.9104e-06 1.21097e-06 1.66994e-06 3.201e-06 3.64794e-06 2.22056e-06 0 0 2.84906e-06 0 2.29088e-06 0 3.09864e-06 3.53393e-06 0 2.06329e-06 2.56543e-06 1.99101e-06 0 9.85484e-06 1.32063e-06 2.66152e-06 2.45582e-06 1.76265e-06 0.0356196 0 Variance: 6.8019e-06 Variances/cluster: 3.70004e-08 3.59023e-08 2.2029e-08 2.31327e-08 3.86463e-08 2.23217e-08 3.33554e-08 4.01891e-08 0.00391989 2.91546e-08 2.62344e-08 0 3.21152e-08 3.6805e-08 5.43204e-08 2.42704e-08 2.05696e-08 3.55476e-08 5.23364e-08 2.67973e-31 0 1.34356e-07 0 0 3.24228e-08 2.6945e-08 5.12528e-08 2.89475e-08 2.59299e-08 1.48005e-07 1.75159e-06 4.25232e-08 8.50289e-08 1.10403e-07 4.33412e-08 0 0 2.39233e-08 2.33301e-08 4.49305e-08 7.27327e-08 0 4.42481e-08 2.14193e-08 0 2.86122e-08 1.89142e-08 2.52259e-08 3.21521e-08 0 3.93959e-07 3.18648e-08 1.83494e-08 2.85779e-08 4.39471e-08 1.96493e-08 0 0 2.61351e-08 0 2.66355e-08 0 2.62568e-08 3.15502e-08 0 2.26715e-08 2.08553e-08 1.73116e-08 0 8.95767e-07 2.58925e-08 2.09551e-08 3.77793e-08 2.00282e-08 0.035575 0 -------------------------------------------------------------- Initialization seed trial #226 of 1000; initialization seed = 493576451 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 79 BIC score: 726374 Distortion: 0.000215921 Distortions/cluster: 1.83701e-06 6.45786e-06 2.68335e-06 3.89893e-06 4.27414e-06 3.68325e-06 3.92478e-06 5.14991e-06 3.0449e-06 3.78194e-06 9.85484e-06 9.64317e-35 2.4436e-06 3.16058e-06 2.35026e-06 5.79315e-06 0 2.85499e-06 2.2624e-06 2.53992e-06 2.37044e-35 2.81682e-06 2.35056e-06 7.7653e-06 3.57721e-06 3.97283e-06 0 2.79647e-06 7.76697e-06 3.16305e-06 2.01579e-06 1.27749e-35 6.64258e-06 3.26898e-06 3.2156e-06 2.4608e-06 0 1.06426e-05 3.03846e-06 2.4551e-06 0 5.25522e-06 4.81569e-35 4.24855e-06 2.91973e-06 0 3.07163e-06 4.74765e-06 2.49016e-06 3.11819e-06 2.4087e-06 2.37679e-06 0 1.08283e-34 1.96738e-06 0 5.21671e-06 0 0 3.43854e-06 2.4531e-06 7.98928e-06 3.18679e-06 2.53535e-06 3.83973e-06 0 0 0 4.27742e-06 0 0 5.76114e-06 0 2.9762e-06 3.6979e-06 0 Variance: 3.69475e-08 Variances/cluster: 3.74865e-08 4.0355e-07 3.48455e-08 5.41471e-08 1.64378e-07 2.9701e-08 2.42241e-08 4.11857e-08 2.69428e-08 2.22442e-08 8.95767e-07 6.86694e-32 2.26239e-08 2.63356e-08 3.98318e-08 3.30929e-08 0 1.0977e-07 3.59087e-08 3.90733e-08 0 2.36687e-08 2.00885e-08 5.14096e-08 2.09175e-08 2.46735e-08 0 2.88271e-08 9.03049e-08 2.18122e-08 2.68749e-08 0 4.22957e-08 2.12247e-08 2.72485e-08 1.11816e-07 0 4.15591e-08 2.66503e-08 1.99584e-08 0 1.75159e-06 2.67973e-31 4.6166e-08 2.24575e-08 0 3.61337e-08 4.16324e-08 2.96424e-08 3.4263e-08 2.70618e-08 2.30736e-08 0 0 2.85103e-08 0 4.17201e-08 0 0 4.77532e-08 3.3147e-08 3.8032e-08 2.52897e-08 2.72594e-08 3.45891e-08 0 0 0 2.25108e-08 0 0 2.98407e-08 0 3.91571e-08 3.62431e-08 0 -------------------------------------------------------------- Initialization seed trial #227 of 1000; initialization seed = 493576452 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 62 BIC score: 594449 Distortion: 0.00414204 Distortions/cluster: 2.147e-06 8.70488e-07 4.65616e-06 1.55116e-06 2.89209e-06 3.51631e-06 4.56695e-06 4.81569e-35 1.84807e-06 3.07029e-06 7.76697e-06 4.09338e-06 2.35542e-06 3.46535e-06 5.50649e-06 3.66173e-06 5.49166e-06 3.38458e-06 2.7548e-06 1.86803e-06 4.62387e-06 9.64317e-35 3.52662e-06 2.70512e-06 2.22127e-06 2.37044e-35 2.11768e-06 2.08546e-06 3.17563e-06 0 2.41033e-06 2.40185e-06 2.52278e-06 2.51348e-06 0 3.11285e-06 0 1.93003e-06 2.83216e-06 0.00391362 2.87446e-06 3.63717e-06 0 4.17028e-06 0 0 5.27816e-06 4.32972e-06 0 2.4052e-06 2.77348e-06 4.27035e-06 0 2.05338e-06 0 0 2.28261e-06 3.31967e-06 4.01079e-06 0 0 3.24494e-06 3.47537e-06 3.74215e-06 4.38832e-06 2.85479e-06 1.59192e-05 2.76199e-06 2.45348e-05 3.24474e-06 3.87613e-06 1.54166e-06 4.08682e-06 2.7128e-06 4.94251e-06 2.04093e-06 Variance: 7.08768e-07 Variances/cluster: 2.75233e-08 8.70169e-08 2.78787e-08 2.31496e-08 2.49296e-08 3.37997e-08 1.69132e-07 2.67973e-31 2.33906e-08 3.0693e-08 9.03049e-08 4.13337e-08 1.8993e-08 3.12165e-08 5.39805e-08 3.12866e-08 3.92135e-08 3.63901e-08 2.0711e-08 2.70704e-08 3.8529e-08 6.86694e-32 4.83056e-08 2.78854e-08 1.98305e-08 0 2.71474e-08 2.24223e-08 3.52738e-08 0 2.48458e-08 2.22374e-08 2.27251e-08 2.73175e-08 0 3.88987e-08 0 2.01024e-08 2.64665e-08 0.00391989 4.10501e-08 2.16479e-08 0 4.25502e-08 0 0 4.2552e-08 3.27982e-08 0 2.12831e-08 2.20098e-08 2.63515e-08 0 2.1842e-08 0 0 3.80406e-08 2.88639e-08 4.13458e-08 0 0 2.14878e-08 2.49945e-08 3.49617e-08 4.30191e-08 2.16253e-08 7.5794e-07 1.74794e-08 2.72576e-06 5.06836e-08 3.83745e-08 9.06556e-08 4.00537e-08 3.98822e-08 3.89046e-08 9.71532e-08 -------------------------------------------------------------- Initialization seed trial #228 of 1000; initialization seed = 493576453 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 79 BIC score: 594868 Distortion: 0.00412658 Distortions/cluster: 2.07544e-06 2.25378e-06 7.86133e-06 0 1.58214e-06 0.00391362 1.78765e-06 2.081e-06 4.43756e-06 3.28283e-06 3.75918e-06 4.3674e-06 1.80658e-06 1.96936e-06 9.85484e-06 6.54898e-06 1.81565e-06 1.71342e-06 2.37044e-35 4.1053e-06 2.60171e-06 2.87464e-06 9.19374e-06 3.95828e-06 3.26815e-06 3.05631e-06 6.90851e-06 1.25918e-06 3.8054e-06 9.35095e-07 3.42701e-06 2.67206e-06 9.64317e-35 3.16945e-06 2.61782e-06 2.79386e-06 5.25522e-06 0 2.78627e-06 6.45786e-06 3.70656e-06 2.76014e-06 4.62934e-06 8.09062e-06 5.90552e-06 0 5.11674e-06 0 1.75356e-06 1.8738e-06 2.45246e-06 0 2.85649e-06 0 3.93983e-06 6.35691e-06 1.76606e-06 1.71494e-06 0 4.81569e-35 1.15947e-06 1.63098e-06 0 2.41228e-06 5.5155e-06 3.16017e-06 3.29741e-06 2.04339e-06 0 2.62725e-06 0 0 3.26321e-06 1.8313e-06 2.88625e-06 1.86353e-06 Variance: 7.06122e-07 Variances/cluster: 3.64088e-08 1.89376e-08 3.10622e-08 0 1.79767e-08 0.00391989 2.79296e-08 3.15279e-08 2.80834e-08 5.12896e-08 2.86935e-08 3.93331e-08 2.61801e-08 2.69751e-08 8.95767e-07 4.25121e-08 1.95209e-08 5.35398e-08 0 5.86294e-08 1.1825e-07 2.61308e-08 3.36657e-08 2.3282e-08 1.96859e-08 2.96703e-08 4.16043e-08 1.96729e-08 3.72958e-08 2.67138e-08 2.29981e-08 3.51557e-08 6.86694e-32 4.87565e-08 3.79361e-08 2.91002e-08 1.75159e-06 0 2.21113e-08 4.0355e-07 3.46376e-08 3.58431e-08 4.16921e-08 9.40674e-08 4.4057e-08 0 4.12517e-08 0 1.92676e-08 2.23045e-08 3.55406e-08 0 1.99737e-08 0 2.15272e-08 4.9262e-08 1.9194e-08 2.59813e-08 0 2.67973e-31 1.93225e-07 2.01333e-08 0 2.27553e-08 1.37842e-07 2.70076e-08 4.22604e-08 3.29549e-08 0 2.55042e-08 0 0 3.4712e-08 3.10362e-08 2.72259e-08 2.30045e-08 -------------------------------------------------------------- Initialization seed trial #229 of 1000; initialization seed = 493576454 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 498995 Distortion: 0.0358478 Distortions/cluster: 2.63075e-06 4.34676e-06 3.58825e-06 1.42826e-05 2.37044e-35 2.29811e-06 3.98835e-06 3.68002e-06 3.18345e-06 3.88486e-06 3.10611e-06 4.68749e-06 4.76427e-06 3.70767e-06 2.49107e-06 3.83766e-06 2.85499e-06 2.53158e-06 2.36118e-06 2.44341e-06 2.3721e-06 4.95878e-06 3.41474e-06 4.81569e-35 2.96518e-06 1.15594e-06 1.96562e-06 2.43516e-06 2.62749e-06 2.95937e-06 2.75265e-06 2.01889e-06 2.53962e-06 0 3.24068e-06 4.50659e-06 0 0 0 0 3.90868e-06 1.27749e-35 3.27518e-06 0 0 3.97289e-06 2.64506e-06 1.92282e-06 1.83342e-06 3.05538e-06 3.82387e-06 3.30126e-06 3.48072e-06 0.0356196 3.28234e-06 0 5.033e-06 3.30896e-06 0 5.23744e-06 1.08283e-34 3.89929e-06 4.17864e-06 3.8759e-06 3.12382e-06 2.45348e-05 6.12327e-06 0 0 3.69151e-06 2.5411e-06 5.03356e-06 4.41779e-06 0 0 4.15123e-06 Variance: 6.13412e-06 Variances/cluster: 2.28741e-08 3.9503e-08 4.07721e-08 7.14025e-07 0 8.5107e-08 3.59204e-08 2.59133e-08 3.12077e-08 2.39785e-08 2.79737e-08 7.3235e-08 2.46824e-08 3.30934e-08 1.81814e-08 4.41071e-08 1.0977e-07 4.01704e-08 3.6314e-08 2.71467e-08 2.82367e-08 4.06325e-08 4.21542e-08 2.67973e-31 3.61488e-08 2.31098e-07 2.72979e-08 2.25458e-08 3.92045e-08 2.73925e-08 1.14655e-07 1.88665e-08 2.67297e-08 0 4.10187e-08 3.69276e-08 0 0 0 0 2.12403e-08 0 3.85286e-08 0 0 3.10356e-08 4.4817e-08 2.95792e-08 2.65689e-08 3.25011e-08 2.40472e-08 3.79333e-08 2.41695e-08 0.035575 2.4127e-08 0 2.99557e-08 3.00714e-08 0 2.87746e-08 0 2.74566e-08 3.83239e-08 1.68505e-07 2.69269e-08 2.72576e-06 5.46673e-08 0 0 3.26576e-08 2.19039e-08 2.50405e-08 3.74356e-08 0 0 2.84306e-08 -------------------------------------------------------------- Initialization seed trial #230 of 1000; initialization seed = 493576455 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 726015 Distortion: 0.00021743 Distortions/cluster: 6.45786e-06 1.21856e-05 2.1764e-06 1.78934e-06 9.96827e-06 3.09935e-06 2.35077e-06 1.22962e-05 9.85484e-06 4.43053e-06 4.27414e-06 2.80163e-06 2.75265e-06 3.86552e-06 2.18661e-06 1.54638e-06 2.85499e-06 4.48906e-06 8.5129e-06 1.08283e-34 1.40044e-06 1.7176e-06 2.09121e-06 1.60772e-06 2.12184e-06 2.25378e-06 2.51692e-06 1.80027e-06 1.88367e-06 9.64317e-35 3.55191e-06 1.83886e-06 0 2.37044e-35 3.3862e-06 3.70989e-06 5.88416e-06 0 1.85071e-06 0 4.81569e-35 0 3.1809e-06 3.03814e-06 0 5.1548e-06 0 2.8433e-06 1.47563e-06 0 1.94291e-06 2.12539e-06 5.25522e-06 9.41289e-06 2.24415e-06 0 3.40122e-06 2.99776e-06 1.58203e-06 0 2.93991e-06 2.22657e-06 0 3.46352e-06 5.21691e-06 4.79815e-06 2.00584e-06 0 0 1.27749e-35 0 1.58584e-06 3.70058e-06 7.89415e-06 1.63957e-06 1.79683e-06 Variance: 3.72058e-08 Variances/cluster: 4.0355e-07 4.28929e-08 2.05303e-08 1.94472e-08 3.36656e-08 1.75089e-08 3.05267e-08 4.25335e-08 8.95767e-07 2.46119e-08 1.64378e-07 2.0751e-08 1.14655e-07 3.64562e-08 2.27745e-08 1.90891e-08 1.0977e-07 3.13893e-08 4.67591e-08 0 1.91818e-08 2.68342e-08 2.78805e-08 2.23269e-08 4.24341e-08 3.69445e-08 3.44757e-08 2.27861e-08 2.19012e-08 6.86694e-32 2.69061e-08 3.60529e-08 0 0 2.21301e-08 4.94607e-08 4.42274e-08 0 5.00148e-08 0 2.67973e-31 0 3.42003e-08 2.44985e-08 0 4.08977e-08 0 3.64493e-08 1.63939e-08 0 2.62533e-08 2.12521e-08 1.75159e-06 5.08641e-08 2.80493e-08 0 2.412e-08 3.05867e-08 2.36099e-08 0 2.8266e-08 3.53392e-08 0 2.33999e-08 2.93059e-08 4.84517e-08 3.39951e-08 0 0 0 0 2.83161e-08 4.20483e-08 9.07286e-08 1.97517e-08 2.53052e-08 -------------------------------------------------------------- Initialization seed trial #231 of 1000; initialization seed = 493576456 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 689326 Distortion: 0.00049314 Distortions/cluster: 4.62201e-06 4.15473e-06 3.84928e-06 3.47946e-06 3.03659e-06 2.37044e-35 2.66621e-06 1.59976e-06 1.27749e-35 3.05602e-06 5.16282e-06 4.0293e-06 2.05516e-06 2.55616e-06 1.66924e-06 3.84835e-06 1.08283e-34 2.71219e-06 1.42826e-05 5.74474e-06 9.64317e-35 3.66938e-06 3.00051e-06 2.09408e-06 5.72202e-06 0.000272435 0 2.79893e-06 4.63e-06 1.96191e-06 4.27414e-06 0 4.21513e-06 2.77586e-06 3.35535e-06 2.35232e-06 5.02291e-06 3.65085e-06 0 2.77094e-06 2.18475e-06 3.40138e-06 3.22848e-06 3.55217e-06 2.02466e-06 3.45091e-06 0 2.69658e-06 1.9457e-06 2.70581e-06 0 0 4.26262e-06 2.78003e-06 0 4.19237e-06 2.49568e-06 2.45348e-05 2.73895e-06 3.56458e-06 4.07671e-06 0 0 3.48447e-06 2.51089e-06 0 3.43041e-06 0 3.40408e-06 0 3.81039e-06 2.45246e-06 4.10241e-06 0 0 2.85499e-06 Variance: 8.4384e-08 Variances/cluster: 7.00239e-08 4.11334e-08 2.39065e-08 2.08333e-08 4.15844e-08 0 3.55378e-08 2.90832e-08 0 2.75285e-08 3.56027e-08 2.77858e-08 3.42415e-08 1.111e-07 3.034e-08 3.17942e-08 0 3.52202e-08 7.14025e-07 2.51941e-08 6.86694e-32 2.13317e-08 4.61478e-08 2.03286e-08 2.86076e-08 3.16754e-06 0 3.14457e-08 3.30685e-08 3.44081e-08 1.64378e-07 0 3.79617e-08 2.18549e-08 3.45808e-08 4.12652e-08 2.40309e-08 3.72417e-08 0 2.00769e-08 3.41254e-08 2.74214e-08 2.73509e-08 4.13008e-08 3.16251e-08 3.41644e-08 0 2.13989e-08 5.11981e-08 4.03718e-08 0 0 2.76703e-08 2.8956e-08 0 2.54061e-08 3.72456e-08 2.72576e-06 3.38112e-08 2.76298e-08 3.57577e-08 0 0 2.97719e-08 3.30354e-08 0 2.61835e-08 0 2.83648e-08 0 2.45808e-08 3.71462e-08 3.90579e-08 0 0 1.0977e-07 -------------------------------------------------------------- Initialization seed trial #232 of 1000; initialization seed = 493576457 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 594948 Distortion: 0.00412466 Distortions/cluster: 1.57518e-06 2.69886e-06 2.76923e-06 2.74812e-06 1.69798e-06 2.85499e-06 4.26085e-06 1.92072e-06 2.40916e-06 3.228e-06 4.49121e-06 3.20734e-06 3.10545e-06 1.61553e-06 0.00391362 2.5535e-06 9.85484e-06 2.75265e-06 9.64317e-35 2.60472e-06 2.37044e-35 2.85612e-06 5.25522e-06 4.91962e-06 6.45786e-06 6.54088e-06 0 4.25144e-06 4.77042e-06 4.81569e-35 0 3.38296e-06 4.37316e-06 4.07955e-06 0 0 2.61008e-06 5.00933e-06 2.76706e-06 2.69283e-06 2.42968e-06 2.53253e-06 0 0 3.16106e-06 4.27414e-06 5.03103e-06 2.69139e-06 4.52972e-06 1.99645e-06 2.3135e-06 4.01978e-06 2.05166e-06 2.90259e-06 0 5.14561e-06 5.23167e-06 0 3.16613e-06 4.95149e-06 0 0 2.42921e-06 1.90181e-06 4.77628e-06 2.6413e-06 4.45017e-06 7.89415e-06 0 0 3.64336e-06 0 2.32521e-06 2.82378e-06 1.79666e-06 3.61375e-06 Variance: 7.05794e-07 Variances/cluster: 3.15016e-08 2.0139e-08 2.03596e-08 2.66781e-08 2.57247e-08 1.0977e-07 2.8787e-08 2.02157e-08 4.08308e-08 3.75228e-08 2.50884e-08 2.21176e-08 3.981e-08 3.10651e-08 0.00391989 3.54536e-08 8.95767e-07 1.14655e-07 6.86694e-32 2.68504e-08 0 2.32185e-08 1.75159e-06 3.17292e-08 4.0355e-07 3.07056e-08 0 3.76121e-08 4.25788e-08 2.67973e-31 0 2.68465e-08 2.4845e-08 3.99824e-08 0 0 3.57513e-08 3.01736e-08 2.63499e-08 3.45206e-08 1.92815e-08 4.15035e-08 0 0 4.86171e-08 1.64378e-07 3.51707e-08 3.44937e-08 2.60306e-08 1.8484e-08 3.98844e-08 3.90142e-08 3.3631e-08 2.52369e-08 0 2.76555e-08 4.08593e-08 0 2.61641e-08 3.72174e-08 0 0 2.04112e-08 2.16094e-08 3.04121e-08 3.14415e-08 3.0478e-08 9.07286e-08 0 0 5.35742e-08 0 3.63285e-08 3.28317e-08 3.09742e-08 4.01492e-08 -------------------------------------------------------------- Initialization seed trial #233 of 1000; initialization seed = 493576458 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 726726 Distortion: 0.000211945 Distortions/cluster: 3.75785e-06 3.19936e-06 2.37044e-35 2.49775e-06 1.83126e-06 6.45786e-06 3.0907e-06 2.96623e-06 3.5787e-06 5.3908e-06 3.60345e-06 3.12952e-06 2.06071e-06 2.91275e-06 4.34747e-06 1.80529e-06 2.22663e-06 3.3743e-06 5.44658e-06 1.56993e-06 3.07113e-06 2.16195e-06 2.81576e-06 6.89427e-06 5.83568e-06 9.85484e-06 4.81569e-35 1.08283e-34 2.90839e-06 3.81389e-06 3.51958e-06 2.84798e-06 5.1477e-06 9.64317e-35 2.53202e-06 0 2.90092e-06 0 2.38467e-06 0 2.80716e-06 2.93208e-06 0 3.43397e-06 2.38844e-06 3.31447e-06 4.02535e-06 2.64792e-06 2.9341e-06 2.93092e-06 0 1.27749e-35 3.10174e-06 2.64263e-06 3.40536e-06 0 2.6588e-06 3.61772e-06 0 3.93544e-06 3.09632e-06 2.55496e-06 5.54209e-06 0 1.05309e-05 2.8154e-06 5.25522e-06 0 3.03751e-06 0 2.8921e-06 2.09372e-06 0 0 3.26011e-06 4.15479e-06 Variance: 3.62672e-08 Variances/cluster: 2.80412e-08 3.90142e-08 0 3.42044e-08 3.32853e-08 4.0355e-07 4.06537e-08 2.43112e-08 3.76592e-08 7.92686e-08 5.81024e-08 2.00593e-08 2.82264e-08 4.93642e-08 3.91536e-08 2.54243e-08 2.02398e-08 3.83409e-08 3.26036e-08 2.57343e-08 3.93703e-08 2.88236e-08 1.96889e-08 3.76615e-08 1.42286e-07 8.95767e-07 2.67973e-31 0 2.69272e-08 2.28357e-08 1.06645e-07 2.27815e-08 3.81189e-08 6.86694e-32 2.55737e-08 0 2.63689e-08 0 3.78395e-08 0 2.62321e-08 2.3643e-08 0 5.36512e-08 2.8431e-08 2.56913e-08 3.94607e-08 2.75798e-08 3.62206e-08 3.2205e-08 0 0 1.91449e-08 2.8413e-08 3.95842e-08 0 2.74079e-08 4.11069e-08 0 2.39945e-08 1.97195e-08 1.95018e-08 2.91593e-08 0 4.16105e-08 2.19932e-08 1.75159e-06 0 2.89262e-08 0 4.73973e-08 1.61041e-07 0 0 3.54245e-08 3.99467e-08 -------------------------------------------------------------- Initialization seed trial #234 of 1000; initialization seed = 493576459 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 595343 Distortion: 0.00413311 Distortions/cluster: 5.25522e-06 2.02644e-06 4.54931e-06 1.93128e-06 3.40249e-06 5.56429e-06 4.56695e-06 2.4371e-06 8.39942e-06 5.90861e-06 9.64317e-35 1.43942e-06 2.37044e-35 2.37837e-06 2.70222e-06 6.45786e-06 2.50205e-06 0 4.55891e-06 0 2.77462e-06 2.80382e-06 1.33492e-05 3.3505e-06 2.97322e-06 2.01565e-06 0.00391362 5.23225e-06 1.75804e-06 2.56575e-06 1.45344e-06 5.87234e-06 2.15361e-06 2.7167e-06 0 4.81569e-35 0 0 1.8309e-06 3.96023e-06 1.73337e-06 2.01869e-06 9.85484e-06 1.18767e-06 1.04919e-05 2.24669e-06 2.77707e-06 1.47021e-06 0 1.64547e-06 7.64502e-06 4.69512e-06 1.7144e-06 2.69902e-06 2.09257e-06 2.68818e-06 0 5.11848e-06 0 1.84019e-06 0 5.54074e-06 0 0 6.05906e-06 3.00983e-06 5.46748e-06 8.83684e-06 0 0 0 2.83973e-06 3.06279e-06 0 1.51051e-06 2.34878e-06 Variance: 7.07239e-07 Variances/cluster: 1.75159e-06 2.41221e-08 5.98412e-08 3.5762e-08 2.10012e-08 2.63687e-08 1.69132e-07 3.80764e-08 9.43662e-08 2.93935e-08 6.86694e-32 2.6169e-08 0 3.5495e-08 2.41241e-08 4.0355e-07 3.01418e-08 0 3.35184e-08 0 5.66199e-08 2.5487e-08 4.34684e-08 3.01821e-08 1.90574e-08 3.19916e-08 0.00391989 4.54829e-08 2.0681e-08 3.51444e-08 2.23586e-08 4.34845e-08 2.56357e-08 2.13894e-08 0 2.67973e-31 0 0 2.12875e-08 2.42938e-08 1.90457e-08 3.25575e-08 8.95767e-07 2.52674e-08 3.32967e-08 3.16407e-08 3.30574e-08 4.74219e-08 0 1.98232e-08 4.36718e-08 2.99026e-08 4.89789e-08 1.91397e-08 2.03138e-08 2.35782e-08 0 4.29987e-08 0 2.70592e-08 0 1.38473e-07 0 0 4.45385e-08 2.71124e-08 4.04868e-08 4.53025e-08 0 0 0 2.78381e-08 2.41144e-08 0 3.51255e-08 2.55277e-08 -------------------------------------------------------------- Initialization seed trial #235 of 1000; initialization seed = 493576460 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 594500 Distortion: 0.0041207 Distortions/cluster: 3.40193e-06 9.64317e-35 2.98823e-06 2.121e-06 3.06724e-06 3.50088e-06 5.24573e-06 3.17197e-06 2.71745e-06 2.32323e-06 3.92177e-06 3.24046e-06 2.51547e-06 1.58205e-06 3.61445e-06 2.66074e-06 3.74704e-06 9.85484e-06 3.09855e-06 3.65011e-06 3.1982e-06 3.46037e-06 4.68083e-06 2.99142e-06 2.37044e-35 4.38245e-06 4.0306e-06 2.58092e-06 3.97584e-06 2.27194e-06 5.25522e-06 3.05962e-06 1.26084e-06 3.11495e-06 1.90433e-06 3.25362e-06 0 3.3721e-06 1.95277e-06 3.3926e-06 0.00391362 4.44686e-06 0 4.92647e-06 5.9104e-06 1.684e-06 3.95094e-06 2.43352e-06 5.02013e-06 2.19366e-06 1.99033e-06 1.79512e-06 3.03341e-06 4.06523e-06 3.98689e-06 4.09466e-06 2.09372e-06 0 3.66201e-06 1.84542e-06 2.79693e-06 2.83371e-06 4.10238e-06 0 3.06755e-06 0 2.69362e-06 2.43374e-06 2.45924e-06 0 1.68835e-06 4.81569e-35 3.3065e-06 0 0 0 Variance: 7.05116e-07 Variances/cluster: 3.73805e-08 6.86694e-32 4.6677e-08 1.91064e-08 2.51391e-08 2.20155e-08 7.82868e-08 2.3494e-08 2.3224e-08 2.58114e-08 2.26668e-08 3.37437e-08 2.28659e-08 2.6365e-08 4.06082e-08 4.43417e-08 4.56803e-08 8.95767e-07 2.02502e-08 4.05542e-08 3.63314e-08 2.0719e-08 3.1832e-08 4.46333e-08 0 4.01927e-08 2.32955e-08 2.96631e-08 4.01566e-08 1.72102e-08 1.75159e-06 2.66031e-08 3.3177e-08 2.25702e-08 2.80023e-08 3.57509e-08 0 3.83069e-08 2.44072e-08 3.8549e-08 0.00391989 2.46966e-08 0 5.02548e-08 3.93959e-07 2.18676e-08 3.69127e-08 3.47531e-08 1.32065e-07 1.90736e-08 2.58455e-08 2.89511e-08 3.74371e-08 3.59639e-08 3.35004e-08 2.72888e-08 1.61041e-07 0 1.07697e-07 2.17088e-08 3.58553e-08 3.29399e-08 2.88875e-08 0 3.88268e-08 0 2.51711e-08 3.20201e-08 5.12296e-08 0 2.55787e-08 2.67973e-31 4.29285e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #236 of 1000; initialization seed = 493576461 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 498572 Distortion: 0.0358448 Distortions/cluster: 1.99971e-06 2.00652e-06 2.44902e-06 3.13244e-06 2.36504e-06 2.63423e-06 3.91388e-06 1.42826e-05 2.57222e-06 2.32548e-06 2.83958e-06 2.77575e-06 2.37044e-35 0 2.76361e-06 2.1733e-06 3.05662e-06 2.50782e-06 3.01513e-06 3.3718e-06 0 2.1555e-06 2.91031e-06 4.23613e-06 3.28298e-06 0.0356196 3.76282e-06 4.6186e-06 3.26937e-06 3.34333e-06 2.27022e-06 2.8195e-06 2.44272e-06 4.81569e-35 2.85499e-06 2.55616e-06 3.55616e-06 2.16256e-06 4.7202e-06 1.86135e-06 2.52337e-06 0 1.61874e-06 5.54164e-06 3.22809e-06 2.24552e-06 2.98983e-06 5.45352e-06 2.45348e-05 4.27414e-06 3.94874e-06 2.08316e-06 4.26826e-06 2.45688e-06 2.45599e-06 0 0 1.27749e-35 0 2.10403e-06 0 1.08283e-34 2.85873e-06 4.42779e-06 2.00804e-06 2.73738e-06 4.54129e-06 3.21183e-06 3.32872e-06 2.72276e-06 0 0 2.47562e-06 3.38147e-06 2.92822e-06 7.89415e-06 Variance: 6.13361e-06 Variances/cluster: 4.99888e-08 3.39977e-08 3.18026e-08 2.70014e-08 2.03859e-08 2.50849e-08 3.95212e-08 7.14025e-07 2.92272e-08 2.70382e-08 3.30082e-08 2.83215e-08 0 0 2.51209e-08 3.81254e-08 2.28079e-08 3.29868e-08 2.43135e-08 4.01274e-08 0 2.87305e-08 3.42358e-08 2.86131e-08 2.21803e-08 0.035575 5.37498e-08 3.11966e-08 2.99842e-08 3.51814e-08 3.72044e-08 1.89212e-08 3.64554e-08 2.67973e-31 1.0977e-07 1.111e-07 2.38647e-08 3.32676e-08 2.60761e-08 3.15378e-08 3.8809e-08 0 3.94697e-08 2.81209e-08 3.54629e-08 3.25409e-08 2.10526e-08 3.20767e-08 2.72576e-06 1.64378e-07 3.21004e-08 3.35882e-08 6.77439e-08 2.08188e-08 2.95878e-08 0 0 0 0 2.73227e-08 0 0 2.05646e-08 2.28217e-08 3.71829e-08 2.79297e-08 3.00721e-08 4.11636e-08 2.16132e-08 4.69298e-08 0 0 3.34523e-08 3.01891e-08 3.48567e-08 9.07286e-08 -------------------------------------------------------------- Initialization seed trial #237 of 1000; initialization seed = 493576462 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 726983 Distortion: 0.000209578 Distortions/cluster: 2.79022e-06 5.19234e-06 3.04968e-06 2.97858e-06 5.9104e-06 4.81177e-06 4.81569e-35 2.75859e-06 3.14502e-06 3.90751e-06 2.04089e-06 4.35008e-06 2.24202e-06 3.69091e-06 4.66919e-06 4.22609e-06 2.06229e-06 3.80145e-06 4.08365e-06 2.53454e-06 1.08283e-34 2.12196e-06 4.27396e-06 4.02636e-06 2.56254e-06 3.43132e-06 2.65143e-06 1.82948e-06 1.77607e-06 0 2.66118e-06 3.92763e-06 2.37044e-35 4.24544e-06 3.42954e-06 0 0 2.81763e-06 3.23112e-06 2.85499e-06 4.85457e-06 3.52561e-06 3.88257e-06 4.38752e-06 4.27414e-06 0 2.76795e-06 0 5.25522e-06 4.47189e-06 0 9.64317e-35 0 3.5907e-06 2.32489e-06 7.89415e-06 2.48789e-06 9.85484e-06 2.71624e-06 1.54369e-06 1.88271e-06 1.3339e-06 0 3.09911e-06 2.54467e-06 0 2.46487e-06 0 3.56498e-06 0 5.97652e-06 1.27749e-35 2.76964e-06 2.98733e-06 2.57545e-06 2.4608e-06 Variance: 3.5862e-08 Variances/cluster: 3.5769e-08 4.3619e-08 2.45921e-08 3.63132e-08 3.93959e-07 4.71596e-08 2.67973e-31 2.07391e-08 2.99501e-08 4.11281e-08 2.9153e-08 3.62477e-08 2.26446e-08 2.18378e-08 2.79501e-08 4.22583e-08 2.24139e-08 3.8387e-08 3.9253e-08 1.93454e-08 0 2.41104e-08 4.0691e-08 5.36802e-08 2.69709e-08 3.61161e-08 1.74421e-08 2.54071e-08 2.91132e-08 0 3.64514e-08 3.2191e-08 0 3.19102e-08 3.26593e-08 0 0 2.36753e-08 2.6701e-08 1.0977e-07 3.94553e-08 3.17595e-08 3.43476e-08 4.66716e-08 1.64378e-07 0 2.06545e-08 0 1.75159e-06 2.69302e-08 0 6.86694e-32 0 3.0687e-08 3.09884e-08 9.07286e-08 2.5128e-08 8.95767e-07 4.05274e-08 2.37464e-08 3.03635e-08 1.99072e-08 0 4.02349e-08 2.10285e-08 0 2.05382e-08 0 2.09686e-08 0 3.64304e-08 0 3.69256e-08 2.03202e-08 2.7991e-08 1.11816e-07 -------------------------------------------------------------- Initialization seed trial #238 of 1000; initialization seed = 493576463 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 725828 Distortion: 0.000218521 Distortions/cluster: 2.07682e-06 2.06034e-06 8.39942e-06 4.5861e-06 4.80544e-06 3.86604e-06 9.85484e-06 2.14347e-06 1.87183e-06 2.28705e-06 1.87756e-06 2.72945e-06 2.98826e-06 5.9104e-06 9.64317e-35 1.61326e-06 4.81569e-35 2.02951e-06 2.37044e-35 0 4.86216e-06 2.94564e-06 2.96451e-06 5.21974e-06 1.97237e-06 5.25522e-06 0 7.10495e-06 8.73153e-06 2.50872e-06 4.56695e-06 6.11056e-06 2.72741e-06 2.42556e-06 1.52116e-06 3.63799e-06 2.28608e-06 0 1.08283e-34 0 2.15898e-06 3.36627e-06 2.09918e-06 0 0 3.1182e-06 2.91165e-06 0 3.32717e-06 3.51159e-06 1.71663e-06 7.28166e-06 0 0 4.50526e-06 2.03927e-06 0 5.79293e-06 6.63305e-06 5.88527e-06 0 0 0 2.3927e-06 3.03936e-06 9.53193e-06 5.26232e-06 0 3.79327e-06 4.76329e-06 3.11541e-06 4.72321e-06 3.61232e-06 0 0 1.27749e-35 Variance: 3.73924e-08 Variances/cluster: 2.23295e-08 2.39552e-08 9.43662e-08 2.59079e-08 4.07106e-08 3.48261e-08 8.95767e-07 1.80108e-08 2.10298e-08 3.36302e-08 2.01866e-08 3.68813e-08 2.64417e-08 3.93959e-07 6.86694e-32 1.77261e-08 2.67973e-31 1.84485e-08 0 0 2.82591e-08 4.03477e-08 3.15347e-08 4.96967e-08 2.40511e-08 1.75159e-06 0 4.10559e-08 4.45339e-08 2.91684e-08 1.69132e-07 2.92345e-08 2.16442e-08 3.46482e-08 4.75324e-08 2.09062e-08 3.21957e-08 0 0 0 3.17469e-08 4.94995e-08 2.72597e-08 0 0 2.3443e-08 3.03271e-08 0 2.14638e-08 3.77567e-08 4.90423e-08 4.54957e-08 0 0 2.51665e-08 3.57733e-08 0 3.78499e-08 3.01404e-08 4.56074e-08 0 0 0 2.78197e-08 2.33769e-08 5.17873e-08 1.34887e-07 0 3.38655e-08 4.85904e-08 2.13359e-08 3.00811e-08 2.69553e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #239 of 1000; initialization seed = 493576464 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 56 BIC score: 594333 Distortion: 0.00411756 Distortions/cluster: 3.51958e-06 2.22308e-06 3.62863e-06 2.78118e-06 2.4405e-06 2.2673e-06 3.79587e-06 5.25522e-06 2.52665e-06 1.90562e-06 2.44471e-06 0 3.11697e-06 0.00391362 2.40771e-06 2.58472e-06 1.81723e-06 1.82736e-06 2.94512e-06 4.00032e-06 4.75334e-06 3.84747e-06 2.07803e-06 2.16234e-06 9.64317e-35 3.98073e-06 4.81113e-06 3.3593e-06 2.79332e-06 3.30212e-06 5.50905e-06 4.81569e-35 9.85484e-06 3.32956e-06 2.37044e-35 3.34612e-06 2.85088e-06 3.14076e-06 2.70011e-06 4.19234e-06 3.01554e-06 2.77055e-06 1.5927e-06 2.48498e-06 1.95807e-06 2.89531e-06 1.91794e-06 2.75666e-06 0 0 3.04822e-06 5.67025e-06 1.85156e-06 2.83171e-06 4.38832e-06 0 2.72652e-06 2.72921e-06 5.9104e-06 2.23298e-06 1.78586e-06 0 1.98332e-06 3.27126e-06 2.42174e-06 4.65206e-06 0 0 2.36995e-06 4.27402e-06 2.92344e-06 2.27143e-06 3.50052e-06 1.71537e-06 2.13339e-06 2.35941e-06 Variance: 7.0458e-07 Variances/cluster: 1.06645e-07 1.30756e-07 2.34085e-08 2.67397e-08 3.69651e-08 2.79889e-08 4.08133e-08 1.75159e-06 2.50134e-08 1.86809e-08 2.60045e-08 0 2.99684e-08 0.00391989 2.5336e-08 2.58448e-08 2.75311e-08 2.14958e-08 4.46096e-08 3.73829e-08 1.31993e-07 5.12841e-08 2.88519e-08 2.4293e-08 6.86694e-32 2.26158e-08 3.36414e-08 2.79917e-08 3.53474e-08 2.07663e-08 7.98334e-08 2.67973e-31 8.95767e-07 3.02588e-08 0 2.83475e-08 1.9261e-08 1.84734e-08 4.08972e-08 3.91776e-08 3.72259e-08 3.11194e-08 3.3876e-08 2.25884e-08 2.17539e-08 3.9113e-08 2.52338e-08 2.62452e-08 0 0 1.96642e-08 5.39977e-08 2.2578e-08 2.86006e-08 4.30191e-08 0 3.02919e-08 4.0721e-08 3.93959e-07 1.59484e-07 2.07639e-08 0 3.14715e-08 4.03725e-08 2.30566e-08 2.54189e-08 0 0 2.44304e-08 4.45072e-08 3.39824e-08 1.81693e-08 3.68356e-08 1.84427e-08 4.63625e-08 3.27666e-08 -------------------------------------------------------------- Initialization seed trial #240 of 1000; initialization seed = 493576465 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 498337 Distortion: 0.0358473 Distortions/cluster: 3.4943e-06 3.25405e-06 2.07714e-06 2.63233e-06 2.61333e-06 4.25897e-06 4.32877e-06 1.27749e-35 1.08283e-34 8.55988e-06 2.02524e-06 3.52973e-06 1.59335e-06 1.2804e-06 3.90763e-06 1.70351e-06 4.30968e-06 4.56695e-06 2.60733e-06 1.38937e-06 3.71481e-06 2.41256e-06 1.96943e-06 4.24163e-06 2.83412e-06 1.55174e-06 3.40976e-06 2.37044e-35 4.81569e-35 0.0356196 2.85198e-06 3.15804e-06 3.26042e-06 1.38913e-06 3.06744e-06 3.81492e-06 1.501e-06 2.53598e-06 2.94397e-06 2.561e-06 4.34937e-06 2.51399e-06 1.90521e-06 3.88152e-06 0 0 3.21846e-06 2.71018e-06 2.5429e-06 6.70892e-06 1.59192e-05 2.04627e-06 0 2.48314e-06 2.76607e-06 4.18197e-06 2.98106e-06 2.56254e-06 4.18871e-06 2.45348e-05 4.94099e-06 4.06785e-06 4.11516e-06 2.72147e-06 2.23134e-06 1.65267e-06 0 2.39954e-06 0 0 2.52575e-06 0 2.2564e-06 2.62918e-06 0 3.31835e-06 Variance: 6.13403e-06 Variances/cluster: 2.31391e-08 5.08292e-08 2.76928e-08 4.04852e-08 5.68065e-08 1.18266e-07 3.76294e-08 0 0 9.61687e-08 2.25e-08 3.96575e-08 2.01673e-08 2.00038e-08 6.30052e-08 1.89257e-08 3.91758e-08 1.69132e-07 3.77749e-08 2.83517e-08 5.30641e-08 3.5476e-08 2.55748e-08 3.41956e-08 3.37285e-08 2.01507e-08 2.45285e-08 0 2.67973e-31 0.035575 3.6552e-08 2.92385e-08 3.79085e-08 2.72354e-08 2.71427e-08 2.07315e-08 1.76568e-08 2.16731e-08 3.72625e-08 2.84531e-08 4.30594e-08 1.83487e-08 2.7609e-08 3.37495e-08 0 0 3.65614e-08 3.51859e-08 2.6765e-08 3.06243e-08 7.5794e-07 2.06669e-08 0 2.53352e-08 2.7116e-08 3.02941e-08 3.63512e-08 2.87901e-08 4.02628e-08 2.72576e-06 2.8225e-08 3.83633e-08 2.6043e-08 1.85118e-08 2.12489e-08 2.50382e-08 0 5.85063e-08 0 0 3.19686e-08 0 1.94494e-08 2.19078e-08 0 3.49195e-08 -------------------------------------------------------------- Initialization seed trial #241 of 1000; initialization seed = 493576466 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498647 Distortion: 0.035877 Distortions/cluster: 2.23111e-06 2.22738e-06 1.43611e-06 4.34606e-06 1.78963e-06 1.08283e-34 1.46822e-06 3.60712e-06 2.90059e-06 2.80941e-06 4.72081e-06 4.35604e-05 3.59676e-06 6.23875e-06 4.84317e-06 3.38844e-06 2.27545e-06 2.8093e-05 3.00202e-06 2.37044e-35 2.40956e-06 3.85431e-06 2.05328e-06 3.25695e-06 1.31647e-06 4.81569e-35 1.38991e-06 1.71549e-06 5.23606e-06 1.9461e-06 1.88251e-06 2.13009e-06 1.96423e-06 4.767e-06 0 1.42768e-06 5.5568e-06 2.96957e-06 2.50533e-06 1.67777e-06 5.21411e-06 0 3.18226e-06 2.67333e-06 1.88966e-06 0.0356196 0 3.82098e-06 0 0 2.96549e-06 7.20811e-06 4.54784e-06 2.26131e-06 1.27749e-35 0 2.41697e-06 4.25897e-06 2.65199e-06 1.96451e-06 2.39467e-06 2.55751e-06 6.7268e-06 0 3.47043e-06 2.09372e-06 0 2.43673e-06 0 0 2.09517e-06 3.01801e-06 7.34484e-06 1.61383e-06 0 8.00276e-06 Variance: 6.13911e-06 Variances/cluster: 2.78864e-08 2.27258e-08 1.88945e-08 2.89712e-08 3.0853e-08 0 2.9961e-08 3.64324e-08 3.86715e-08 2.08086e-08 4.41052e-08 2.7222e-06 4.60982e-08 3.87376e-08 4.03465e-08 2.58637e-08 5.05615e-08 3.38431e-07 4.84154e-08 0 3.5432e-08 1.10113e-07 1.95528e-08 2.18561e-08 1.62513e-08 2.67973e-31 2.01419e-08 1.92734e-08 4.51249e-08 2.52714e-08 2.68905e-08 2.08814e-08 3.32891e-08 4.1802e-08 0 1.85392e-08 6.03799e-08 2.07644e-08 2.12298e-08 1.76592e-08 3.42921e-08 0 3.70007e-08 3.61229e-08 2.39177e-08 0.035575 0 2.3016e-08 0 0 3.75346e-08 4.39377e-08 6.99602e-08 2.66007e-08 0 0 2.74633e-08 1.18266e-07 2.47821e-08 2.51839e-08 2.34751e-08 2.5573e-08 5.05616e-08 0 2.94078e-08 1.61041e-07 0 2.56476e-08 0 0 2.79331e-08 2.25198e-08 3.33748e-08 2.2728e-08 0 3.17465e-08 -------------------------------------------------------------- Initialization seed trial #242 of 1000; initialization seed = 493576467 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 723623 Distortion: 0.000227604 Distortions/cluster: 1.07138e-06 4.89793e-06 2.69682e-06 4.05458e-06 2.6427e-06 2.31134e-06 3.13456e-06 2.51582e-06 2.50303e-06 5.73926e-06 1.92421e-06 2.99222e-06 5.15141e-06 3.18365e-06 3.53691e-06 3.25441e-06 2.02196e-06 3.32737e-06 9.64317e-35 1.35663e-06 4.99869e-06 2.37044e-35 3.75407e-06 3.0147e-06 3.37513e-06 2.65346e-06 2.45348e-05 3.64702e-06 3.8707e-06 4.00195e-06 4.82443e-06 2.23945e-06 2.89243e-06 0 3.7843e-06 1.94809e-06 4.47414e-06 4.10412e-06 0 2.62684e-06 3.92856e-06 4.03444e-06 0 3.02758e-06 4.19028e-06 0 1.59192e-05 1.85617e-06 4.62988e-06 4.69081e-06 2.3141e-06 3.96087e-06 2.98371e-06 0 3.10675e-06 3.72625e-06 3.94364e-06 0 2.21027e-06 2.68344e-06 5.67333e-06 0 0 0 2.52499e-06 1.08283e-34 2.25257e-06 3.17604e-06 4.81569e-35 2.65022e-06 2.04093e-06 3.01936e-06 0 1.27749e-35 0 0 Variance: 3.89466e-08 Variances/cluster: 7.65008e-08 3.98087e-08 2.56809e-08 2.41321e-08 3.47701e-08 3.16593e-08 4.89732e-08 2.89148e-08 2.13909e-08 2.86938e-08 1.48005e-07 4.09762e-08 7.57488e-08 2.25767e-08 4.71545e-08 3.57596e-08 3.42591e-08 3.46485e-08 6.86694e-32 1.0432e-07 2.68723e-08 0 1.10403e-07 3.91485e-08 2.44553e-08 4.14464e-08 2.72576e-06 2.01475e-08 2.01581e-08 3.10127e-08 4.82294e-08 3.55432e-08 3.61522e-08 0 3.10161e-08 2.63231e-08 3.15052e-08 2.7542e-08 0 3.80675e-08 3.53812e-08 4.20121e-08 0 2.52277e-08 2.90897e-08 0 7.5794e-07 5.62433e-08 3.92236e-08 2.56244e-08 2.12284e-08 3.06943e-08 2.10096e-08 0 3.01601e-08 3.92108e-08 3.79072e-08 0 2.3264e-08 2.23594e-08 2.8943e-08 0 0 0 3.65819e-08 0 3.2177e-08 2.66866e-08 2.67973e-31 2.76038e-08 9.71532e-08 3.1449e-08 0 0 0 0 -------------------------------------------------------------- Initialization seed trial #243 of 1000; initialization seed = 493576468 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 594280 Distortion: 0.0041665 Distortions/cluster: 3.32018e-06 3.45509e-06 3.10001e-05 4.17678e-06 3.79916e-06 2.47315e-06 3.08497e-06 2.24982e-06 2.06083e-06 3.12449e-06 4.71483e-06 2.77596e-06 3.03713e-06 1.9754e-06 2.37044e-35 1.97603e-06 0.00391362 3.46295e-06 2.15998e-06 3.78131e-06 1.83785e-06 0 3.55727e-06 4.30385e-06 4.20795e-06 3.01056e-06 1.07138e-06 1.86042e-06 1.77281e-06 3.44195e-06 4.20543e-06 9.64317e-35 3.78055e-06 1.35663e-06 2.29454e-06 4.23601e-06 3.30869e-06 2.37394e-06 0 3.08776e-06 0 2.4567e-06 0 2.28718e-06 2.41274e-06 2.37593e-06 2.45438e-06 4.21255e-06 3.4709e-06 2.6632e-06 2.68484e-06 1.20458e-06 4.90551e-06 3.16557e-06 0 0 5.21044e-06 0 3.08995e-06 1.58407e-06 1.86413e-06 2.76257e-06 2.37498e-06 3.68616e-06 4.35604e-05 0 2.78853e-06 2.65226e-06 4.81021e-06 4.69294e-06 4.81569e-35 0 0 0 4.01025e-06 3.16634e-06 Variance: 7.12954e-07 Variances/cluster: 2.47745e-08 2.80809e-08 3.09968e-07 2.14175e-08 2.18323e-08 2.90933e-08 3.71561e-08 2.58577e-08 4.04057e-08 2.71663e-08 4.32515e-08 3.46965e-08 4.0483e-08 2.94812e-08 0 2.9057e-08 0.00391989 4.12123e-08 2.29766e-08 2.39302e-08 2.8714e-08 0 2.15566e-08 2.35163e-08 2.7858e-08 3.34398e-08 7.65008e-08 3.958e-08 5.53959e-08 3.86608e-08 2.44481e-08 6.86694e-32 2.71958e-08 1.0432e-07 1.04261e-07 2.46258e-08 2.50633e-08 1.9143e-08 0 2.80613e-08 0 3.45984e-08 0 4.23514e-08 3.54784e-08 2.58228e-08 3.55589e-08 2.64854e-08 3.4354e-08 2.74534e-08 2.0185e-08 4.0149e-08 4.54062e-08 3.40282e-08 0 0 4.10139e-08 0 3.32223e-08 3.2325e-08 3.3882e-08 3.4967e-08 1.99555e-08 7.67877e-08 2.7222e-06 0 3.66797e-08 2.24745e-08 1.65857e-07 4.73888e-08 2.67973e-31 0 0 0 2.55408e-08 2.82678e-08 -------------------------------------------------------------- Initialization seed trial #244 of 1000; initialization seed = 493576469 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 499171 Distortion: 0.0358378 Distortions/cluster: 2.8688e-06 2.92976e-06 1.83846e-06 1.83781e-06 3.21714e-06 3.44282e-06 8.75331e-07 2.52027e-06 6.45786e-06 8.17598e-06 1.40693e-06 2.66581e-06 2.36966e-06 5.57122e-06 2.37044e-35 2.31544e-06 2.25627e-06 6.04e-06 7.55082e-06 2.4367e-06 2.0811e-06 3.50437e-06 1.00716e-06 3.03014e-06 2.33163e-06 4.8624e-06 5.08629e-06 1.89734e-06 8.3288e-06 8.43466e-06 1.27749e-35 7.69729e-06 0 3.40585e-06 3.04625e-06 1.43684e-06 0 5.97217e-06 9.85484e-06 1.91576e-06 0 5.25522e-06 1.66771e-06 2.03427e-06 2.94892e-06 0 1.87411e-06 5.23615e-06 4.14945e-06 4.81569e-35 8.29035e-06 0 9.08374e-06 0 1.26469e-06 5.54074e-06 1.08283e-34 1.55348e-06 0 0 0 4.09466e-06 0 1.94015e-06 0 1.87291e-06 3.1477e-06 0 0 1.9021e-06 3.08646e-06 1.60189e-06 0.0356196 4.56695e-06 4.16589e-06 2.34767e-06 Variance: 6.13242e-06 Variances/cluster: 3.29719e-08 3.08369e-08 2.41881e-08 5.10462e-08 2.24955e-08 2.49453e-08 2.1347e-08 3.81826e-08 4.0355e-07 4.98375e-08 1.95389e-08 2.83573e-08 2.13464e-08 5.01756e-08 0 2.2478e-08 1.84918e-08 4.31285e-08 3.1583e-08 5.07602e-08 2.89016e-08 3.0207e-08 2.14268e-08 3.48261e-08 3.33065e-08 2.94665e-08 3.30171e-08 3.51336e-08 4.54978e-08 3.58806e-08 0 5.12998e-08 0 4.05423e-08 2.13006e-08 1.91557e-08 0 4.45538e-08 8.95767e-07 3.19268e-08 0 1.75159e-06 2.1941e-08 3.2288e-08 3.10386e-08 0 2.4986e-08 2.71279e-08 3.63955e-08 2.67973e-31 9.41992e-08 0 4.58627e-08 0 1.64226e-08 1.38473e-07 0 1.91765e-08 0 0 0 2.39433e-08 0 1.74773e-08 0 3.53348e-08 4.37142e-08 0 0 1.79427e-08 2.41109e-08 2.42681e-08 0.035575 1.69132e-07 2.26387e-08 2.52413e-08 -------------------------------------------------------------- Initialization seed trial #245 of 1000; initialization seed = 493576470 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 722683 Distortion: 0.000230994 Distortions/cluster: 2.45348e-05 7.09672e-06 1.75189e-06 2.5581e-06 2.11633e-06 1.34371e-06 4.29906e-06 3.32194e-06 3.1344e-06 2.5086e-06 4.81569e-35 9.64317e-35 3.76547e-06 2.37044e-35 1.08283e-34 4.78816e-06 2.64482e-06 0 2.97377e-06 3.11423e-06 2.80521e-06 3.20664e-06 2.3495e-06 0 2.10032e-06 3.98165e-06 1.56355e-06 3.22416e-06 2.29815e-06 4.1221e-06 2.17316e-06 1.65335e-06 4.87275e-06 1.57383e-06 0 1.27749e-35 4.56695e-06 1.5392e-06 1.97557e-06 2.39261e-06 1.59192e-05 2.85583e-06 3.69961e-06 2.75868e-06 2.60155e-06 2.2319e-06 1.72315e-06 1.87547e-06 8.65552e-06 8.90291e-06 1.65894e-06 0 4.17297e-06 0 0 1.63054e-06 0 2.64003e-06 2.33831e-06 2.09949e-06 2.88734e-06 4.98599e-06 5.10245e-06 1.76564e-06 0 2.26369e-06 1.80813e-06 4.43787e-06 2.35447e-06 2.27437e-06 8.25014e-06 0 2.41274e-06 3.60767e-06 0 6.72858e-06 Variance: 3.95267e-08 Variances/cluster: 2.72576e-06 5.4995e-08 2.0854e-08 3.55264e-08 2.54954e-08 4.97625e-08 2.45639e-08 3.0756e-08 3.29907e-08 2.2198e-08 2.67973e-31 6.86694e-32 2.32416e-08 0 0 1.29367e-07 2.69849e-08 0 3.26758e-08 5.76657e-08 4.06427e-08 1.97923e-08 1.94156e-08 0 2.72745e-08 5.37898e-08 2.79182e-08 3.7057e-08 1.96405e-08 3.6467e-08 2.89728e-08 4.8624e-08 4.0934e-08 2.86129e-08 0 0 1.69132e-07 3.20638e-08 2.10146e-08 3.46724e-08 7.5794e-07 2.48311e-08 3.27371e-08 2.29867e-08 1.95588e-08 2.47966e-08 2.46143e-08 1.87525e-08 3.32797e-08 9.89109e-08 1.88494e-08 0 4.39115e-08 0 0 2.36282e-08 0 2.72145e-08 3.20288e-08 1.82543e-08 2.97638e-08 4.01965e-08 3.9541e-08 2.59622e-08 0 3.14376e-08 3.76662e-08 3.92614e-08 3.51297e-08 2.25158e-08 3.17209e-08 0 3.54784e-08 2.13453e-08 0 4.36781e-08 -------------------------------------------------------------- Initialization seed trial #246 of 1000; initialization seed = 493576471 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 726953 Distortion: 0.000209344 Distortions/cluster: 2.31006e-06 3.74085e-06 1.37313e-06 2.37044e-35 4.50042e-06 1.69627e-06 5.40876e-06 4.72254e-06 4.27414e-06 2.32944e-06 2.85499e-06 2.34734e-06 1.68291e-06 3.51495e-06 5.59518e-06 2.4608e-06 4.3243e-06 2.57107e-06 7.27392e-06 3.15391e-06 2.21683e-06 2.86323e-06 3.61774e-06 9.85484e-06 3.02922e-06 3.47516e-06 2.73826e-06 9.64317e-35 3.16163e-06 3.56699e-06 1.7268e-06 2.64613e-06 2.84797e-06 2.79478e-06 0 3.07217e-06 2.29627e-06 4.81569e-35 3.4974e-06 1.90939e-06 2.95503e-06 6.45786e-06 2.79834e-06 2.93953e-06 1.27749e-35 5.25522e-06 0 2.19599e-06 0 2.7439e-06 0 5.57019e-06 3.46953e-06 2.40716e-06 1.57656e-06 0 6.1821e-06 0 4.89122e-06 3.53628e-06 1.08283e-34 3.26977e-06 2.64829e-06 0 3.11822e-06 2.59352e-06 1.82137e-06 3.46245e-06 2.68858e-06 7.76697e-06 2.64209e-06 0 2.05853e-06 0 2.84556e-06 0 Variance: 3.5822e-08 Variances/cluster: 2.33311e-08 3.22458e-08 1.93376e-08 0 3.16903e-08 2.04351e-08 3.02067e-08 3.96722e-08 1.64378e-07 1.89363e-08 1.0977e-07 1.98909e-08 1.93416e-08 4.23359e-08 4.14324e-08 1.11816e-07 3.89449e-08 1.90433e-08 3.17534e-08 2.35346e-08 2.70321e-08 3.8174e-08 4.82322e-08 8.95767e-07 3.3655e-08 4.89312e-08 2.71091e-08 6.86694e-32 3.09938e-08 2.45978e-08 2.15831e-08 2.90752e-08 3.95422e-08 2.61163e-08 0 3.45159e-08 1.99658e-08 2.67973e-31 5.29863e-08 2.76698e-08 2.84112e-08 4.0355e-07 2.43308e-08 2.04116e-08 0 1.75159e-06 0 2.71083e-08 0 3.91857e-08 0 4.18673e-08 3.85377e-08 2.58811e-08 1.85456e-08 0 3.45257e-08 0 3.82004e-08 4.06434e-08 0 3.80173e-08 2.84737e-08 0 3.50331e-08 3.98976e-08 2.39632e-08 3.53205e-08 1.93406e-08 9.03049e-08 2.00141e-08 0 1.97918e-08 0 3.64787e-08 0 -------------------------------------------------------------- Initialization seed trial #247 of 1000; initialization seed = 493576472 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 498597 Distortion: 0.0358482 Distortions/cluster: 1.42205e-06 3.07835e-06 0 4.27414e-06 1.03685e-06 1.59192e-05 3.60109e-06 4.5402e-06 2.37044e-35 3.54489e-06 4.07977e-06 3.38024e-06 1.33699e-06 2.03923e-06 7.89415e-06 2.14591e-06 3.02238e-06 5.29845e-06 3.88778e-06 1.38152e-06 0 2.93715e-06 2.75265e-06 3.40322e-06 2.44828e-06 4.45791e-06 4.64049e-06 2.75413e-06 4.77353e-06 2.7107e-06 4.21512e-06 3.65466e-06 1.08283e-34 1.88042e-06 1.7783e-06 2.09121e-06 4.3235e-06 0 3.17753e-06 2.45348e-05 0 4.35229e-06 1.26119e-06 3.81884e-06 3.05236e-06 0 3.17998e-06 4.92575e-06 1.84544e-06 6.34401e-06 0.0356196 2.89155e-06 4.18972e-06 0 1.92586e-06 2.3798e-06 0 2.62461e-06 2.96278e-06 0 3.28786e-06 5.13048e-06 2.85499e-06 2.97053e-06 4.04562e-06 1.33915e-06 3.30528e-06 2.20166e-06 3.27634e-06 0 1.27749e-35 3.09528e-06 4.81569e-35 2.96492e-06 0 0 Variance: 6.13419e-06 Variances/cluster: 1.82293e-08 2.74829e-08 0 1.64378e-07 1.85135e-08 7.5794e-07 2.08138e-08 2.62416e-08 0 2.39441e-08 3.61012e-08 2.96414e-08 2.43062e-08 2.42737e-08 9.07286e-08 3.06463e-08 3.21424e-08 2.53493e-08 4.57249e-08 1.81757e-08 0 2.48887e-08 1.14655e-07 3.86603e-08 3.06008e-08 4.5954e-08 3.83387e-08 2.67365e-08 2.7913e-08 3.6619e-08 3.93809e-08 3.26202e-08 0 1.77377e-08 2.30921e-08 1.71395e-08 2.88138e-08 0 2.30236e-08 2.72576e-06 0 3.2477e-08 1.85451e-08 3.47136e-08 2.40322e-08 0 3.74082e-08 4.64548e-08 2.83822e-08 5.4685e-08 0.035575 3.32332e-08 4.06635e-08 0 1.90662e-08 2.73509e-08 0 2.3432e-08 2.90444e-08 0 3.4606e-08 3.82839e-08 1.0977e-07 3.57789e-08 4.00531e-08 1.73895e-08 3.84305e-08 2.29316e-08 4.14589e-08 0 0 2.81364e-08 2.67973e-31 3.18706e-08 0 0 -------------------------------------------------------------- Initialization seed trial #248 of 1000; initialization seed = 493576473 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 718443 Distortion: 0.00025396 Distortions/cluster: 0 4.27079e-06 3.61887e-06 1.66685e-06 4.25311e-06 3.21998e-06 1.61094e-06 4.81021e-06 2.88036e-06 3.8145e-06 4.53888e-06 4.85741e-06 4.81569e-35 2.22922e-06 1.27749e-35 2.61082e-06 3.10001e-05 4.35019e-06 5.02959e-06 2.61388e-06 2.65594e-06 1.08283e-34 4.15633e-06 3.60717e-06 9.64317e-35 2.48641e-06 2.98371e-06 4.35604e-05 2.44638e-06 5.31446e-06 2.37044e-35 4.32403e-06 3.69774e-06 2.19121e-06 2.22537e-06 1.61795e-06 2.40681e-06 2.55895e-06 3.53744e-06 0 2.85499e-06 0 2.08809e-06 3.99187e-06 4.37087e-06 0 1.5714e-06 2.32771e-06 2.053e-06 3.25329e-06 2.55616e-06 0 4.75341e-06 1.23392e-06 4.7531e-06 0 0 3.79425e-06 2.93413e-06 1.84825e-06 2.70153e-06 1.76212e-06 1.82124e-06 0 5.90401e-06 2.75473e-06 3.22026e-06 0 2.45198e-06 0 2.88001e-06 0 2.63774e-06 1.73755e-06 2.80166e-06 1.75686e-06 Variance: 4.34565e-08 Variances/cluster: 0 3.74519e-08 4.06484e-08 2.05765e-08 3.14942e-08 4.66523e-08 2.87642e-08 1.65857e-07 2.44069e-08 2.24363e-08 4.12489e-08 2.52907e-08 2.67973e-31 2.18532e-08 0 2.53455e-08 3.09968e-07 2.47145e-08 3.06656e-08 2.19635e-08 1.96713e-08 0 3.43386e-08 3.00571e-08 6.86694e-32 3.45308e-08 2.11592e-08 2.7222e-06 2.05554e-08 3.14434e-08 0 2.94056e-08 5.35858e-08 3.84298e-08 2.29399e-08 1.9973e-08 2.89952e-08 3.81807e-08 3.53626e-08 0 1.0977e-07 0 3.59992e-08 3.76469e-08 2.83798e-08 0 2.85683e-08 3.42279e-08 2.01251e-08 4.06626e-08 1.111e-07 0 3.95988e-08 2.20324e-08 7.54389e-08 0 0 3.54492e-08 4.19022e-08 1.66495e-08 2.59732e-08 2.25893e-08 2.98539e-08 0 2.49093e-08 2.93031e-08 3.5769e-08 0 3.31319e-08 0 3.5997e-08 0 3.76796e-08 2.48196e-08 3.6861e-08 1.7567e-08 -------------------------------------------------------------- Initialization seed trial #249 of 1000; initialization seed = 493576474 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 498248 Distortion: 0.0358497 Distortions/cluster: 0.0356196 1.89467e-06 2.69507e-06 3.07264e-06 1.78508e-06 6.18242e-06 1.8341e-06 2.92158e-06 3.46506e-06 4.81569e-35 1.2057e-06 4.23862e-06 8.43383e-06 1.26345e-06 1.59192e-05 1.77095e-06 1.8293e-06 2.42347e-06 2.37044e-35 2.62408e-06 3.72032e-06 1.32595e-06 2.5087e-06 2.56319e-06 2.56802e-06 2.62159e-06 2.48635e-06 4.81817e-06 6.34749e-06 2.21855e-06 3.76091e-06 2.03541e-06 2.70501e-06 0 7.9927e-06 1.1701e-06 4.56695e-06 2.45348e-05 5.1674e-06 2.16735e-06 2.00585e-06 5.53131e-06 1.87996e-06 0 2.71006e-06 3.18992e-06 2.28789e-06 3.18149e-06 2.32239e-06 2.92074e-06 1.53082e-06 2.87297e-06 0 1.7362e-06 3.88447e-06 3.8884e-06 3.15976e-06 2.17697e-06 1.25338e-06 4.01221e-06 0 0 1.84265e-06 0 5.24413e-06 7.86109e-06 1.08283e-34 2.41244e-06 1.27749e-35 1.77319e-06 1.58192e-06 3.41939e-06 1.40552e-06 0 3.12918e-06 2.09605e-06 Variance: 6.13445e-06 Variances/cluster: 0.035575 1.83933e-08 2.83599e-08 4.4527e-08 2.54989e-08 4.41566e-08 1.97192e-08 4.0574e-08 3.84879e-08 2.67973e-31 2.41118e-08 3.78326e-08 9.58293e-08 1.91414e-08 7.5794e-07 1.9675e-08 2.25812e-08 2.30787e-08 0 3.36308e-08 3.99905e-08 2.10449e-08 1.85813e-08 2.81645e-08 4.50488e-08 3.54153e-08 2.32349e-08 4.81672e-08 2.80838e-08 2.07323e-08 4.22435e-08 1.85015e-08 1.98881e-08 0 5.74966e-08 2.5999e-08 1.69132e-07 2.72576e-06 2.67654e-08 2.00663e-08 2.204e-08 4.38851e-08 2.37941e-08 0 2.70916e-08 7.08632e-08 1.9064e-08 4.74706e-08 2.83194e-08 2.86321e-08 2.46885e-08 3.54581e-08 0 2.17001e-08 4.08866e-08 3.7739e-08 3.03795e-08 2.44522e-08 1.62757e-08 1.14597e-07 0 0 2.79165e-08 0 4.40645e-08 4.11541e-08 0 1.69875e-08 0 3.546e-08 2.59308e-08 3.75635e-08 2.42308e-08 0 2.52329e-08 2.68636e-08 -------------------------------------------------------------- Initialization seed trial #250 of 1000; initialization seed = 493576475 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 62 BIC score: 726621 Distortion: 0.000211077 Distortions/cluster: 3.53266e-06 2.37044e-35 1.97065e-06 2.58072e-06 5.43345e-06 3.74932e-06 2.53627e-06 4.81569e-35 2.40935e-06 5.39829e-06 2.23589e-06 2.82796e-06 2.98493e-06 3.53411e-06 9.64317e-35 0 2.8618e-06 5.62318e-06 1.08283e-34 7.83793e-06 1.75764e-06 5.34984e-06 1.27749e-35 2.04243e-06 2.43318e-06 3.02424e-06 4.24447e-06 2.60536e-06 1.57644e-06 2.52911e-06 4.08808e-06 1.79648e-06 5.92159e-06 3.19969e-06 5.17444e-06 0 3.63835e-06 5.52972e-06 1.78366e-06 0 2.01832e-06 1.7429e-06 5.25522e-06 0 2.68823e-06 2.02398e-06 0 2.28483e-06 3.40037e-06 6.46145e-06 3.75022e-06 1.33325e-06 2.36934e-06 3.31147e-06 2.1916e-06 4.09519e-06 0 2.06499e-06 9.85484e-06 2.32618e-06 6.45786e-06 9.45636e-07 2.86376e-06 6.17563e-06 4.44494e-06 3.46452e-06 2.05556e-06 2.97752e-06 2.37769e-06 2.10129e-06 0 0 3.35258e-06 0 2.64033e-06 1.83609e-06 Variance: 3.61186e-08 Variances/cluster: 5.35205e-08 0 2.49424e-08 2.36742e-08 2.8438e-08 2.69712e-08 9.75393e-08 2.67973e-31 1.74575e-08 3.27062e-08 2.54056e-08 3.76938e-08 1.90106e-08 4.97611e-08 6.86694e-32 0 2.60133e-08 4.19503e-08 0 3.95729e-08 2.58453e-08 3.09137e-08 0 2.12733e-08 3.24395e-08 2.2567e-08 3.89274e-08 2.20774e-08 2.04714e-08 3.24216e-08 3.14439e-08 3.04458e-08 4.13964e-08 2.1617e-08 4.57763e-08 0 3.27751e-08 1.38197e-07 2.78672e-08 0 2.29329e-08 3.22739e-08 1.75159e-06 0 3.53686e-08 3.11355e-08 0 2.35525e-08 2.57581e-08 4.93093e-08 2.49993e-08 2.66628e-08 1.95796e-08 3.80595e-08 4.86977e-08 6.71276e-08 0 3.4997e-08 8.95767e-07 2.05838e-08 4.0355e-07 2.48829e-08 2.0165e-08 4.60721e-08 1.70945e-07 4.27682e-08 3.67041e-08 3.13397e-08 2.70168e-08 2.3608e-08 0 0 2.31185e-08 0 3.88155e-08 3.74673e-08 -------------------------------------------------------------- Initialization seed trial #251 of 1000; initialization seed = 493576476 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 595203 Distortion: 0.00415995 Distortions/cluster: 2.2904e-06 1.26074e-06 2.82634e-06 2.52158e-06 2.47502e-06 1.84926e-06 0 0.00391362 1.70562e-05 2.83056e-06 9.64317e-35 2.07899e-06 2.18289e-06 3.25451e-06 1.40554e-06 4.81569e-35 1.07758e-06 1.90887e-06 2.52506e-06 3.29433e-06 1.21731e-05 2.09107e-06 1.73102e-06 2.31393e-06 2.37044e-35 2.71429e-06 1.93618e-06 1.83478e-06 5.5155e-06 2.3382e-06 1.45477e-06 1.36181e-05 1.65646e-06 1.51241e-06 2.35903e-06 2.67728e-06 0 2.47307e-06 2.4083e-06 8.43383e-06 2.883e-06 3.74867e-06 4.56695e-06 2.28241e-06 2.01876e-06 0 2.24283e-06 2.15472e-06 1.78387e-06 2.24678e-06 0 0 1.5628e-06 1.00138e-06 2.5222e-06 1.36328e-05 0 2.70832e-06 2.40081e-06 2.73541e-06 2.07977e-06 1.59192e-05 1.04832e-05 0 0 2.45348e-05 0 0 0 0 2.21791e-06 3.57299e-06 1.69511e-05 0 0 0 Variance: 7.11833e-07 Variances/cluster: 2.18114e-08 1.85382e-08 2.94385e-08 2.65406e-08 2.49972e-08 2.56818e-08 0 0.00391989 4.1285e-08 1.91237e-08 6.86694e-32 1.61148e-08 2.02102e-08 3.6158e-08 1.71388e-08 2.67973e-31 2.15494e-08 2.21942e-08 2.60293e-08 3.29404e-08 5.5567e-08 3.07483e-08 2.37105e-08 1.94431e-08 0 2.18868e-08 3.52009e-08 2.95903e-08 1.37842e-07 4.25092e-08 1.96572e-08 5.23608e-08 3.85188e-08 1.75846e-08 5.89708e-08 3.30498e-08 0 2.33285e-08 2.53476e-08 9.58293e-08 2.71958e-08 3.07241e-08 1.69132e-07 3.40637e-08 1.81854e-08 0 1.85336e-08 3.41989e-08 2.37826e-08 2.58228e-08 0 0 2.89382e-08 2.4421e-08 3.4548e-08 6.16673e-08 0 2.05157e-08 3.00074e-08 3.41898e-08 2.10059e-08 7.5794e-07 4.89711e-08 0 0 2.72576e-06 0 0 0 0 3.16817e-08 4.82794e-08 4.4129e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #252 of 1000; initialization seed = 493576477 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 726115 Distortion: 0.000215466 Distortions/cluster: 1.55558e-06 5.25522e-06 1.94777e-06 2.4159e-06 2.85499e-06 2.68998e-06 1.98364e-06 2.94104e-06 2.28735e-06 2.25821e-06 1.39611e-06 3.47917e-06 3.55436e-06 3.02936e-06 4.40611e-06 7.87631e-06 0 4.27414e-06 4.81569e-35 4.59426e-06 2.19638e-06 2.37044e-35 2.39237e-06 2.02422e-06 1.50195e-06 9.85484e-06 6.82445e-06 2.39758e-06 4.33142e-06 2.76884e-06 6.47344e-06 2.84029e-06 1.08283e-34 0 9.64317e-35 5.20145e-06 6.22862e-06 3.25665e-06 0 3.45347e-06 1.4856e-06 0 1.68905e-06 0 0 2.83994e-06 0 5.40158e-06 0 4.80277e-06 8.21431e-06 5.42954e-06 5.9104e-06 3.92789e-06 5.406e-06 2.75265e-06 1.98164e-06 2.38267e-06 0 5.91635e-06 1.3125e-06 2.59355e-06 1.27749e-35 4.57187e-06 6.6297e-06 2.94436e-06 4.8822e-06 2.59249e-06 1.78677e-06 0 4.40381e-06 0 0 0 3.62287e-06 1.43982e-06 Variance: 3.68696e-08 Variances/cluster: 2.32155e-08 1.75159e-06 2.70495e-08 1.83007e-08 1.0977e-07 2.16908e-08 2.41878e-08 3.67602e-08 2.07923e-08 2.48127e-08 2.63387e-08 2.04633e-08 4.73873e-08 3.83429e-08 4.15635e-08 9.05237e-08 0 1.64378e-07 2.67973e-31 3.23512e-08 1.71577e-08 0 2.49183e-08 2.73519e-08 2.46199e-08 8.95767e-07 4.48832e-08 2.72427e-08 4.60651e-08 2.49423e-08 3.14141e-08 1.98604e-08 0 0 6.86694e-32 4.15978e-08 3.27716e-08 2.80719e-08 0 3.19738e-08 2.97093e-08 0 3.12759e-08 0 0 2.0429e-08 0 4.31986e-08 0 3.11766e-08 3.96699e-08 4.11194e-08 3.93959e-07 5.45492e-08 2.50256e-08 1.14655e-07 2.79074e-08 2.1272e-08 0 4.25603e-08 1.95878e-08 2.1611e-08 0 3.68669e-08 4.98437e-08 2.18081e-08 4.6044e-08 2.70026e-08 2.29053e-08 0 4.19272e-08 0 0 0 3.58592e-08 2.71635e-08 -------------------------------------------------------------- Initialization seed trial #253 of 1000; initialization seed = 493576478 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 727506 Distortion: 0.000205973 Distortions/cluster: 3.22474e-06 4.25449e-06 2.03321e-06 3.40124e-06 2.09372e-06 2.76384e-06 5.02775e-06 5.9104e-06 2.18898e-06 4.65183e-06 1.15422e-06 1.98423e-06 4.81569e-35 2.80419e-06 3.82024e-06 2.71587e-06 5.3908e-06 3.71482e-06 3.56397e-06 3.67557e-06 1.41217e-06 9.85484e-06 1.95155e-06 1.51363e-06 2.22308e-06 2.02974e-06 2.41913e-06 5.25522e-06 5.2913e-06 1.08283e-34 3.74753e-06 4.37039e-06 2.76887e-06 2.71304e-06 5.82119e-06 1.27749e-35 3.0605e-06 3.38071e-06 2.74035e-06 3.51958e-06 3.68058e-06 9.64317e-35 3.55238e-06 1.85942e-06 1.9806e-06 4.13678e-06 5.39269e-06 2.10453e-06 2.28871e-06 4.47134e-06 3.24426e-06 2.37044e-35 5.19506e-06 2.77247e-06 2.60444e-06 2.18026e-06 0 2.35162e-06 2.41229e-06 2.22266e-06 0 0 0 2.29814e-06 3.80656e-06 1.80934e-06 2.47142e-06 3.78872e-06 0 2.76293e-06 0 2.48232e-06 3.02532e-06 2.63079e-06 0 0 Variance: 3.52451e-08 Variances/cluster: 3.83771e-08 4.08951e-08 2.11767e-08 2.36177e-08 1.61041e-07 3.28921e-08 2.79228e-08 3.93959e-07 2.14587e-08 2.38535e-08 2.62291e-08 1.96436e-08 2.67973e-31 2.35625e-08 2.93767e-08 2.68868e-08 7.92686e-08 4.26957e-08 2.25548e-08 3.67525e-08 1.88267e-08 8.95767e-07 1.99118e-08 2.75178e-08 1.30756e-07 2.81883e-08 1.99911e-08 1.75159e-06 1.35629e-07 0 3.86312e-08 2.60119e-08 2.74121e-08 2.20553e-08 4.89029e-08 0 2.35399e-08 4.27796e-08 4.80602e-08 1.06645e-07 4.38128e-08 6.86694e-32 3.81953e-08 2.58231e-08 2.17629e-08 4.05436e-08 4.41883e-08 2.66372e-08 2.04331e-08 4.6562e-08 3.60356e-08 0 5.41105e-08 2.61529e-08 1.87353e-08 2.90605e-08 0 1.80872e-08 1.68677e-08 2.81323e-08 0 0 0 2.58132e-08 2.88281e-08 2.38042e-08 2.90729e-08 3.57397e-08 0 2.8778e-08 0 3.59638e-08 3.36043e-08 3.46126e-08 0 0 -------------------------------------------------------------- Initialization seed trial #254 of 1000; initialization seed = 493576479 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 725791 Distortion: 0.000217706 Distortions/cluster: 8.29035e-06 2.47228e-06 3.17993e-06 2.57456e-06 2.14908e-06 2.61808e-06 2.41308e-06 1.27749e-35 2.25059e-06 2.31679e-06 1.98789e-06 6.87428e-06 2.0543e-06 6.28686e-06 5.9104e-06 1.86535e-06 1.08283e-34 2.399e-06 4.56695e-06 1.1975e-06 9.64317e-35 7.18312e-06 5.57502e-06 2.24611e-06 2.86516e-06 2.37044e-35 1.18972e-06 4.81569e-35 2.00979e-06 0 0 6.61203e-06 1.63679e-06 2.09147e-06 2.19577e-06 5.83568e-06 0 4.22663e-06 2.32327e-06 0 5.51926e-06 5.25522e-06 2.74146e-06 0 2.12277e-06 1.54703e-06 2.81899e-06 1.03885e-05 0 3.84909e-06 0 3.68038e-06 2.22308e-06 2.2961e-06 1.99546e-06 2.294e-06 0 0 1.35328e-06 3.28527e-06 1.63621e-06 1.42472e-05 0 0 2.81815e-06 1.67022e-06 3.55583e-06 9.85484e-06 2.16426e-06 0 0 1.54664e-06 2.03666e-06 2.29378e-06 1.13957e-05 5.71883e-06 Variance: 3.72529e-08 Variances/cluster: 9.41992e-08 3.1693e-08 3.17967e-08 2.20029e-08 2.55818e-08 2.67128e-08 2.71109e-08 0 2.16383e-08 2.18546e-08 1.92982e-08 4.97987e-08 2.63348e-08 4.72544e-08 3.93959e-07 1.79345e-08 0 3.99798e-08 1.69132e-07 2.78462e-08 6.86694e-32 4.37854e-08 4.42316e-08 1.98754e-08 3.67299e-08 0 1.95019e-08 2.67973e-31 2.16087e-08 0 0 5.04577e-08 2.27312e-08 2.37646e-08 2.49489e-08 1.42286e-07 0 4.49603e-08 2.15099e-08 0 4.34445e-08 1.75159e-06 2.44745e-08 0 2.65323e-08 1.98317e-08 2.02787e-08 4.51529e-08 0 3.66547e-08 0 3.91506e-08 1.30756e-07 2.14563e-08 2.77119e-08 1.99455e-08 0 0 2.37391e-08 3.12857e-08 2.09746e-08 4.25149e-08 0 0 1.91694e-08 1.57554e-08 3.86472e-08 8.95767e-07 2.20823e-08 0 0 2.06201e-08 1.8513e-08 2.06628e-08 3.51605e-08 5.39465e-08 -------------------------------------------------------------- Initialization seed trial #255 of 1000; initialization seed = 493576480 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 690684 Distortion: 0.000472805 Distortions/cluster: 4.15463e-06 2.81463e-06 2.90146e-06 1.26879e-06 2.4792e-06 1.94442e-06 4.77709e-06 3.59676e-06 4.54609e-06 5.25522e-06 5.9104e-06 3.44267e-06 2.04471e-06 2.86922e-06 2.78332e-06 4.14957e-06 0 2.01618e-06 1.49111e-06 1.52014e-06 2.83727e-06 2.30053e-06 4.63929e-06 2.28302e-06 4.36549e-06 5.05237e-06 1.20431e-06 1.7971e-06 2.68741e-06 9.64317e-35 9.85484e-06 5.62483e-06 1.45962e-06 1.8707e-06 2.61871e-06 2.7034e-06 1.84264e-06 1.39697e-06 1.57657e-06 3.55022e-06 2.02495e-06 2.37044e-35 2.22308e-06 0 2.43487e-06 3.80118e-06 1.53821e-06 1.08283e-34 0 3.33321e-06 1.27749e-35 0 4.19195e-06 2.89966e-06 1.74281e-06 3.26031e-06 0.000272067 4.84115e-06 3.9503e-06 0 6.66764e-06 5.40148e-06 1.58467e-06 0 0 5.53653e-06 0 5.34162e-06 2.60147e-06 2.0879e-06 2.71514e-06 1.91287e-06 8.58969e-07 6.44009e-06 0 3.71652e-06 Variance: 8.09043e-08 Variances/cluster: 2.61274e-08 2.08473e-08 4.75506e-08 1.92223e-08 3.64563e-08 2.55822e-08 4.01305e-08 4.04095e-08 2.30746e-08 1.75159e-06 3.93959e-07 2.77609e-08 3.05153e-08 3.41543e-08 4.15283e-08 4.46056e-08 0 4.91709e-08 2.0708e-08 1.94867e-08 3.63724e-08 2.05386e-08 3.96392e-08 1.85589e-08 4.11703e-08 2.85351e-08 1.62725e-08 2.27454e-08 2.60888e-08 6.86694e-32 8.95767e-07 2.91346e-08 2.56051e-08 1.73198e-08 2.94211e-08 2.65008e-08 2.36208e-08 2.25293e-08 1.71351e-08 2.41488e-08 2.59586e-08 0 1.30756e-07 0 3.86463e-08 2.77434e-08 1.89881e-08 0 0 2.25198e-08 0 0 4.81688e-08 3.45085e-08 2.29297e-08 3.66295e-08 3.23858e-06 1.72882e-07 4.15785e-08 0 3.54547e-08 3.94143e-08 3.04718e-08 0 0 4.06967e-08 0 1.40522e-07 2.11483e-08 2.19759e-08 3.48068e-08 1.72316e-08 1.78935e-08 4.56592e-08 0 3.20362e-08 -------------------------------------------------------------- Initialization seed trial #256 of 1000; initialization seed = 493576481 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 594484 Distortion: 0.00414141 Distortions/cluster: 2.30844e-06 3.21984e-06 1.95925e-06 2.34086e-06 3.59565e-06 3.52204e-06 3.78984e-06 5.63908e-06 2.9874e-06 0 4.27414e-06 2.30239e-06 3.84925e-06 3.69015e-06 2.87419e-06 4.15396e-06 4.12149e-06 2.85499e-06 3.4956e-06 3.36719e-06 5.64038e-06 9.64317e-35 2.10098e-06 2.37044e-35 2.29234e-06 2.37735e-06 3.5407e-06 0 3.81584e-06 3.28705e-06 1.89795e-06 2.07074e-06 0 2.89332e-06 1.9747e-06 0 1.98948e-06 2.22017e-06 1.77741e-06 2.24012e-06 2.40974e-06 0 4.35984e-06 3.39715e-06 0 2.73379e-06 3.38359e-06 3.13002e-06 3.03075e-06 1.84863e-06 4.81569e-35 5.26653e-06 2.74957e-06 2.4101e-06 0 0 0 2.64557e-06 1.94114e-06 2.61443e-06 0 2.32971e-06 8.00262e-06 4.39426e-06 3.35062e-06 5.75674e-06 0 0.00391362 1.34511e-05 2.57629e-06 0 2.75265e-06 7.37952e-06 2.45348e-05 3.12657e-06 3.74854e-06 Variance: 7.0866e-07 Variances/cluster: 2.95927e-08 3.92534e-08 1.99901e-08 2.46384e-08 3.82393e-08 4.14321e-08 2.915e-08 2.81929e-08 2.90014e-08 0 1.64378e-07 3.54182e-08 4.00939e-08 2.36525e-08 3.73242e-08 6.69932e-08 4.00015e-08 1.0977e-07 3.92635e-08 3.61948e-08 3.75993e-08 6.86694e-32 3.08939e-08 0 3.18352e-08 2.97071e-08 4.26462e-08 0 2.7247e-08 3.6922e-08 2.20666e-08 1.89959e-08 0 3.66212e-08 2.07845e-08 0 2.00935e-08 1.93036e-08 4.93682e-08 1.88229e-08 2.50991e-08 0 4.54008e-08 3.46536e-08 0 3.64385e-08 2.70663e-08 2.87064e-08 3.60685e-08 1.69585e-08 2.67973e-31 2.94194e-08 2.47687e-08 2.93891e-08 0 0 0 2.42692e-08 2.69579e-08 3.48564e-08 0 2.07986e-08 9.09302e-08 2.45468e-08 2.81532e-08 2.74041e-08 0 0.00391989 7.07844e-07 2.52548e-08 0 1.14655e-07 4.39111e-08 2.72576e-06 2.28197e-08 4.21148e-08 -------------------------------------------------------------- Initialization seed trial #257 of 1000; initialization seed = 493576482 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498809 Distortion: 0.0358323 Distortions/cluster: 1.8379e-06 4.96461e-06 1.90546e-06 6.33024e-06 2.37197e-06 8.29035e-06 2.14531e-06 3.34721e-06 2.89733e-06 1.31665e-06 3.54857e-06 1.08283e-34 3.56302e-06 2.88539e-06 1.70168e-06 2.37044e-35 3.58655e-06 2.89276e-06 4.00807e-06 1.88951e-06 0 2.35407e-06 1.56344e-06 1.83738e-06 2.46083e-06 5.2913e-06 2.35861e-06 2.63294e-06 0 4.56695e-06 4.90181e-06 4.45504e-06 0 2.2459e-06 4.21291e-06 2.22985e-06 3.26397e-06 4.65589e-06 5.30416e-06 1.22094e-06 2.15915e-06 1.7712e-06 1.18674e-06 0 4.71032e-06 0 6.06706e-06 4.15768e-06 3.9673e-06 0 3.26947e-06 9.85484e-06 2.37752e-06 6.45786e-06 0.0356196 4.20376e-06 0 2.25308e-06 6.70083e-06 6.17291e-06 2.0868e-06 2.45658e-06 3.92043e-06 4.81569e-35 1.27749e-35 2.51134e-06 0 2.89563e-06 0 2.4762e-06 3.83874e-06 0 3.7549e-06 5.25522e-06 0 3.24208e-06 Variance: 6.13147e-06 Variances/cluster: 2.96409e-08 2.85228e-08 1.92448e-08 3.04239e-08 1.97647e-08 9.41992e-08 2.41018e-08 3.41441e-08 3.7142e-08 2.92563e-08 2.36548e-08 0 2.34389e-08 3.74697e-08 2.46599e-08 0 3.58544e-08 2.15859e-08 3.6425e-08 2.4537e-08 0 3.22447e-08 3.12659e-08 2.13624e-08 2.89485e-08 1.35629e-07 3.23068e-08 2.26957e-08 0 1.69132e-07 3.92016e-08 4.24153e-08 0 1.90308e-08 4.48035e-08 2.5926e-08 3.70882e-08 4.70145e-08 2.99644e-08 2.0347e-08 3.37338e-08 2.15974e-08 2.52471e-08 0 2.70684e-08 0 2.80858e-08 4.77735e-08 4.00605e-08 0 2.57411e-08 8.95767e-07 3.7146e-08 4.0355e-07 0.035575 2.3748e-08 0 2.71431e-08 5.03671e-08 4.60516e-08 2.93892e-08 2.08163e-08 2.81952e-08 2.67973e-31 0 1.90237e-08 0 5.2643e-08 0 1.93436e-08 4.36184e-08 0 3.29348e-08 1.75159e-06 0 5.31442e-08 -------------------------------------------------------------- Initialization seed trial #258 of 1000; initialization seed = 493576483 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 594739 Distortion: 0.00412417 Distortions/cluster: 5.25522e-06 3.66094e-06 4.34041e-06 8.29035e-06 6.43491e-06 3.52538e-06 2.79823e-06 3.47348e-06 3.17597e-06 4.76688e-06 2.41941e-06 5.54074e-06 3.31713e-06 2.22308e-06 3.71657e-06 2.7732e-06 5.72313e-06 1.72595e-06 0 6.16736e-06 1.54601e-06 2.14598e-06 4.56695e-06 1.57714e-06 2.37044e-35 9.85484e-06 3.61348e-06 0 1.68001e-06 2.87296e-06 3.60836e-06 2.81403e-06 1.70798e-06 1.73059e-06 4.81569e-35 3.39343e-06 6.75647e-06 1.82328e-06 0.00391362 2.2399e-06 4.81222e-06 1.19047e-06 0 6.76187e-06 1.93788e-06 3.39152e-06 9.64317e-35 6.69039e-06 2.37571e-06 2.36492e-06 0 1.91924e-06 5.0688e-06 3.84759e-06 2.54114e-06 1.6726e-06 2.16599e-06 1.79854e-06 2.61778e-06 1.93965e-06 1.24278e-06 0 0 2.65443e-06 2.63718e-06 0 2.15117e-06 0 2.39859e-06 0 3.59837e-06 0 2.24231e-06 5.9104e-06 0 3.35888e-06 Variance: 7.0571e-07 Variances/cluster: 1.75159e-06 2.25964e-08 4.13236e-08 9.41992e-08 4.94844e-08 4.29782e-08 2.27478e-08 3.57973e-08 2.76147e-08 4.67197e-08 3.40734e-08 1.38473e-07 2.21123e-08 1.30756e-07 4.08379e-08 3.46619e-08 4.05764e-08 3.13781e-08 0 4.46766e-08 2.45378e-08 1.77338e-08 1.69132e-07 3.58408e-08 0 8.95767e-07 3.57659e-08 0 2.0739e-08 1.95417e-08 4.05409e-08 3.65429e-08 3.10514e-08 1.92265e-08 2.67973e-31 3.20108e-08 3.07011e-08 2.72107e-08 0.00391989 2.05478e-08 2.25906e-08 2.58767e-08 0 4.36105e-08 2.25314e-08 4.03719e-08 6.86694e-32 3.27853e-08 3.08508e-08 2.34124e-08 0 2.5251e-08 3.22748e-08 5.41867e-08 2.00072e-08 2.35553e-08 2.57825e-08 1.93371e-08 2.07743e-08 2.65683e-08 2.25936e-08 0 0 2.55207e-08 2.09275e-08 0 2.26419e-08 0 1.88849e-08 0 2.66522e-08 0 2.76802e-08 3.93959e-07 0 4.5997e-08 -------------------------------------------------------------- Initialization seed trial #259 of 1000; initialization seed = 493576484 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 26 BIC score: 493658 Distortion: 0.0397357 Distortions/cluster: 3.71514e-06 3.2215e-06 3.18979e-06 2.4748e-06 2.95032e-06 1.69283e-06 4.81569e-35 2.99866e-06 3.55544e-06 3.97928e-06 2.71379e-06 3.18638e-06 2.29786e-06 4.11851e-06 2.07389e-06 5.03438e-06 3.49407e-06 2.09932e-06 6.45786e-06 1.95039e-06 2.4318e-06 5.34107e-06 2.41898e-06 3.51958e-06 1.6303e-06 4.57759e-06 3.75014e-06 2.75265e-06 1.83194e-06 1.78111e-06 1.91557e-06 1.89845e-06 2.56741e-06 0.00391362 3.39628e-06 2.28136e-06 2.48883e-06 2.25012e-06 2.85499e-06 3.0895e-06 3.3224e-06 0.0356196 2.63085e-06 3.56392e-06 3.26521e-06 2.74108e-06 2.37044e-35 3.04018e-06 2.80401e-06 2.488e-06 4.55976e-06 2.55954e-06 2.25365e-06 0 0 3.67202e-06 2.13873e-06 2.30752e-06 2.1793e-06 2.07356e-06 2.22296e-06 0 3.2446e-06 2.18778e-06 2.979e-06 9.85484e-06 2.9275e-06 5.04252e-06 0 0 5.25522e-06 1.50617e-06 2.42339e-06 2.97809e-06 2.30625e-06 0 Variance: 6.7994e-06 Variances/cluster: 2.71154e-08 2.03875e-08 2.55162e-08 1.90347e-08 4.21336e-08 4.83624e-08 2.67973e-31 4.83612e-08 3.66419e-08 4.14376e-08 3.39193e-08 2.45085e-08 2.23074e-08 2.85915e-08 3.45534e-08 7.51328e-08 3.56431e-08 1.73482e-08 4.0355e-07 2.4686e-08 3.57499e-08 2.87129e-08 3.22504e-08 1.06645e-07 1.91782e-08 3.07194e-08 2.97604e-08 1.14655e-07 1.81364e-08 1.48415e-07 2.81677e-08 4.99552e-08 3.46836e-08 0.00391989 2.35832e-08 2.85144e-08 3.45642e-08 2.22757e-08 1.0977e-07 4.82589e-08 2.32315e-08 0.035575 3.37259e-08 3.15289e-08 3.02234e-08 2.74085e-08 0 2.86778e-08 3.59379e-08 3.76944e-08 3.01873e-08 3.65528e-08 2.06734e-08 0 0 4.07966e-08 3.44841e-08 3.29626e-08 1.98095e-08 2.7645e-08 2.52579e-08 0 2.79683e-08 3.21707e-08 2.5031e-08 8.95767e-07 3.40297e-08 2.785e-08 0 0 1.75159e-06 2.64211e-08 2.00263e-08 4.19309e-08 3.60321e-08 0 -------------------------------------------------------------- Initialization seed trial #260 of 1000; initialization seed = 493576485 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 498595 Distortion: 0.0358285 Distortions/cluster: 1.90973e-06 2.42546e-06 2.55616e-06 0.0356196 2.98296e-06 2.9858e-06 3.57455e-06 3.04681e-06 2.35912e-06 3.92899e-06 9.85484e-06 1.90174e-06 3.12924e-06 3.27239e-06 2.51426e-06 3.02048e-06 1.27749e-35 2.28015e-06 7.46024e-06 2.84606e-06 5.25522e-06 1.80528e-06 2.87005e-06 4.81569e-35 2.59427e-06 2.08334e-06 3.21452e-06 1.79844e-06 3.8581e-06 2.08263e-06 5.93909e-06 5.79881e-06 2.63446e-06 2.74671e-06 5.84334e-06 2.86506e-06 2.45996e-06 2.58882e-06 2.66901e-06 2.37044e-35 2.1689e-06 2.85499e-06 2.92931e-06 2.66029e-06 3.20551e-06 1.53548e-06 2.89074e-06 1.67298e-06 0 7.87631e-06 2.71397e-06 3.355e-06 5.36119e-06 1.82614e-06 3.11313e-06 0 5.97085e-06 0 0 3.54626e-06 0 6.45786e-06 2.92031e-06 0 2.97635e-06 4.27414e-06 1.08283e-34 0 3.29812e-06 2.76087e-06 3.75629e-06 3.00586e-06 0 2.08316e-06 0 2.60371e-06 Variance: 6.13082e-06 Variances/cluster: 1.9891e-08 3.73024e-08 1.111e-07 0.035575 4.02971e-08 3.17534e-08 2.85939e-08 3.80727e-08 3.51991e-08 3.50771e-08 8.95767e-07 3.01836e-08 2.26736e-08 3.51764e-08 3.69714e-08 2.25382e-08 0 3.56159e-08 4.43915e-08 3.47051e-08 1.75159e-06 2.34425e-08 3.93133e-08 2.67973e-31 4.32347e-08 2.74095e-08 4.87004e-08 2.53276e-08 3.572e-08 1.98322e-08 3.49244e-08 5.41898e-08 2.14165e-08 3.61382e-08 3.20958e-08 1.94884e-08 1.92167e-08 2.15716e-08 4.16908e-08 0 3.6145e-08 1.0977e-07 2.66278e-08 2.37505e-08 3.0238e-08 3.74389e-08 2.25817e-08 2.8353e-08 0 9.05237e-08 2.15376e-08 3.49371e-08 4.0912e-08 2.76658e-08 2.0891e-08 0 2.85593e-08 0 0 4.07581e-08 0 4.0355e-07 2.83501e-08 0 1.97092e-08 1.64378e-07 0 0 2.42488e-08 2.65444e-08 3.91151e-08 2.44357e-08 0 2.39422e-08 0 2.50329e-08 -------------------------------------------------------------- Initialization seed trial #261 of 1000; initialization seed = 493576486 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 71 BIC score: 499197 Distortion: 0.0358303 Distortions/cluster: 2.63188e-06 8.00262e-06 7.82272e-06 2.46e-06 2.85499e-06 3.69832e-06 7.16146e-06 2.38814e-06 4.27414e-06 2.62352e-06 0.0356196 1.53265e-06 2.02748e-06 2.78417e-06 3.32495e-06 4.25183e-06 5.25522e-06 1.27749e-35 5.35698e-06 3.75625e-06 1.64963e-06 2.58606e-06 2.54786e-06 4.04532e-06 2.58602e-06 4.96901e-06 3.93476e-06 4.48029e-06 2.32056e-06 4.37638e-06 2.71904e-06 4.04743e-06 4.98455e-06 2.46905e-06 0 3.58604e-06 2.96262e-06 2.22308e-06 2.75265e-06 4.14222e-06 1.08283e-34 3.83246e-06 2.37044e-35 0 2.77429e-06 0 0 0 0 0 4.81569e-35 0 5.09846e-06 2.38247e-06 5.40559e-06 3.0352e-06 0 3.05697e-06 2.67197e-06 2.26794e-06 0 0 9.85484e-06 5.9104e-06 1.80857e-06 0 5.24547e-06 3.99885e-06 0 2.4344e-06 4.23918e-06 1.49089e-06 0 4.48409e-06 2.77875e-06 2.34881e-06 Variance: 6.13112e-06 Variances/cluster: 1.97868e-08 9.09302e-08 3.31364e-08 3.78426e-08 1.0977e-07 2.24121e-08 4.09095e-08 2.19076e-08 1.64378e-07 2.15024e-08 0.035575 2.01646e-08 3.62027e-08 2.55399e-08 2.79383e-08 2.34887e-08 1.75159e-06 0 4.78153e-08 2.60829e-08 2.22897e-08 2.56015e-08 2.47341e-08 3.67727e-08 3.80274e-08 4.1053e-08 3.93347e-08 2.96679e-08 2.41704e-08 4.41912e-08 1.95597e-08 3.13727e-08 3.9547e-08 2.93909e-08 0 4.02891e-08 4.00319e-08 1.30756e-07 1.14655e-07 2.85577e-08 0 3.64964e-08 0 0 3.6027e-08 0 0 0 0 0 2.67973e-31 0 4.01334e-08 5.06864e-08 2.36031e-08 2.35265e-08 0 3.21757e-08 2.78306e-08 1.95489e-08 0 0 8.95767e-07 3.93959e-07 1.92379e-08 0 2.86543e-08 4.03794e-08 0 2.34049e-08 2.80716e-08 1.77466e-08 0 4.11249e-08 4.3404e-08 1.8493e-08 -------------------------------------------------------------- Initialization seed trial #262 of 1000; initialization seed = 493576487 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 594728 Distortion: 0.00412205 Distortions/cluster: 2.24703e-06 4.65225e-06 2.34837e-06 5.2913e-06 3.61037e-06 5.09352e-06 3.68051e-06 2.19071e-06 1.35405e-06 5.16156e-06 1.76592e-06 5.3908e-06 2.66733e-06 4.18291e-06 0 3.48444e-06 4.03922e-06 2.22308e-06 3.18063e-06 0.00391362 2.83631e-06 1.84322e-06 4.23968e-06 3.51958e-06 2.45941e-06 2.67564e-06 1.13768e-06 2.05995e-06 2.20269e-06 9.64317e-35 1.26219e-06 1.91432e-06 2.6245e-06 2.37044e-35 2.4789e-06 3.77151e-06 3.78728e-06 4.91687e-06 5.50921e-06 0 5.9104e-06 1.3964e-06 0 3.55642e-06 0 4.85827e-06 2.29087e-06 1.95033e-06 3.06566e-06 6.75886e-06 0 2.85707e-06 5.25522e-06 2.40965e-06 1.56242e-06 0 0 1.57347e-06 2.36845e-06 1.25985e-06 3.27251e-06 0 2.82118e-06 8.54602e-07 2.03518e-06 1.62566e-06 6.8006e-06 7.1527e-06 4.55346e-06 4.81569e-35 2.23298e-06 5.28646e-06 9.85484e-06 0 3.05709e-06 0 Variance: 7.05347e-07 Variances/cluster: 4.23929e-08 4.22794e-08 3.35452e-08 1.35629e-07 3.72174e-08 3.20243e-08 2.28583e-08 2.51782e-08 3.07709e-08 5.48936e-08 2.71655e-08 7.92686e-08 2.36023e-08 2.34974e-08 0 2.19128e-08 4.34289e-08 1.30756e-07 4.67583e-08 0.00391989 1.71883e-08 2.97265e-08 4.07539e-08 1.06645e-07 3.41558e-08 1.89745e-08 1.77747e-08 2.395e-08 1.85078e-08 6.86694e-32 2.42704e-08 2.77412e-08 2.59822e-08 0 2.66525e-08 2.20537e-08 3.94484e-08 3.36744e-08 2.79563e-08 0 3.93959e-07 1.91265e-08 0 3.06486e-08 0 4.41516e-08 1.94125e-08 2.14297e-08 5.02523e-08 4.30362e-08 0 3.44196e-08 1.75159e-06 2.70724e-08 2.64792e-08 0 0 1.99151e-08 2.92375e-08 1.63597e-08 2.28827e-08 0 2.31224e-08 1.89893e-08 2.3125e-08 2.46291e-08 4.89098e-08 4.01707e-08 4.10087e-08 2.67973e-31 1.59484e-07 3.24217e-08 8.95767e-07 0 2.68143e-08 0 -------------------------------------------------------------- Initialization seed trial #263 of 1000; initialization seed = 493576488 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 494661 Distortion: 0.0397678 Distortions/cluster: 1.59661e-06 4.35221e-06 3.0594e-06 2.53398e-06 3.3573e-06 4.49028e-06 5.60473e-06 3.24267e-06 4.13058e-06 5.54558e-06 4.34503e-06 4.38346e-06 5.22113e-06 1.86546e-06 2.26622e-06 2.8039e-06 3.3308e-06 2.37044e-35 1.84467e-06 4.97777e-06 3.4018e-06 2.62197e-06 7.35028e-06 5.49171e-06 4.94311e-06 4.81569e-35 1.67818e-06 0 3.27353e-06 3.2385e-06 2.52958e-06 5.52972e-06 0 5.24573e-06 1.6053e-06 1.41831e-06 0 4.1039e-06 0 0 4.95023e-06 0 0 1.42826e-05 2.72227e-06 3.83209e-06 4.22606e-06 6.08104e-06 0 0 0 6.1952e-06 2.52855e-06 0.00391362 3.18374e-06 3.5527e-06 0 4.06537e-06 4.42677e-06 4.30069e-06 0 3.45569e-06 0 2.8406e-06 3.74622e-06 0.0356196 0 2.45348e-05 2.80291e-06 4.41266e-06 2.53373e-06 0 2.12965e-06 2.43425e-06 0 0 Variance: 6.80489e-06 Variances/cluster: 2.24847e-08 2.25484e-08 2.80651e-08 2.07679e-08 1.04906e-07 2.48e-08 4.06009e-08 3.60177e-08 6.7708e-08 3.33962e-08 3.65096e-08 4.09534e-08 5.4382e-08 2.16894e-08 2.2889e-08 3.15016e-08 4.6897e-08 0 2.59787e-08 2.9627e-08 3.65666e-08 2.78908e-08 3.90847e-08 4.3572e-08 2.74593e-08 2.67973e-31 3.22698e-08 0 1.93683e-08 3.48198e-08 1.58085e-07 1.38197e-07 0 7.82868e-08 1.95747e-08 1.63005e-08 0 5.86094e-08 0 0 4.02326e-08 0 0 7.14025e-07 2.99125e-08 2.73631e-08 2.56103e-08 4.43729e-08 0 0 0 2.88123e-08 2.55379e-08 0.00391989 4.30093e-08 1.89967e-08 0 3.03359e-08 2.97069e-08 2.4573e-08 0 3.97182e-08 0 3.73734e-08 3.7459e-08 0.035575 0 2.72576e-06 2.83098e-08 4.32577e-08 3.78139e-08 0 2.08765e-08 2.96833e-08 0 0 -------------------------------------------------------------- Initialization seed trial #264 of 1000; initialization seed = 493576489 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498704 Distortion: 0.0358243 Distortions/cluster: 2.79173e-06 3.55817e-06 5.9104e-06 3.49897e-06 3.01418e-06 2.72899e-06 3.54297e-06 2.67266e-06 4.44126e-06 3.09956e-06 3.89298e-06 5.08461e-06 2.37044e-35 2.32896e-06 2.44436e-06 2.92568e-06 0.0356196 2.43835e-06 2.62201e-06 2.52206e-06 3.09087e-06 2.59875e-06 2.77363e-06 4.95076e-06 1.27749e-35 2.75847e-06 3.96382e-06 2.88555e-06 3.46702e-06 0 3.51865e-06 3.02088e-06 4.81569e-35 2.14464e-06 3.81261e-06 2.47876e-06 2.54023e-06 1.08283e-34 2.2794e-06 0 2.391e-06 0 2.4608e-06 3.11655e-06 0 3.51935e-06 3.62208e-06 3.01641e-06 2.72767e-06 2.23937e-06 3.01639e-06 7.76697e-06 3.6173e-06 2.63702e-06 0 4.27469e-06 3.5801e-06 0 3.56878e-06 3.55928e-06 2.22308e-06 1.95026e-06 2.63667e-06 2.66196e-06 0 0 2.37523e-06 2.85499e-06 9.85484e-06 0 5.25522e-06 0 2.28248e-06 4.27414e-06 3.02206e-06 4.46637e-06 Variance: 6.1301e-06 Variances/cluster: 3.82302e-08 2.84628e-08 3.93959e-07 2.30176e-08 3.67463e-08 2.35237e-08 3.25016e-08 3.56326e-08 2.28911e-08 3.16178e-08 2.82008e-08 2.52944e-08 0 2.04271e-08 1.90949e-08 1.97658e-08 0.035575 2.83505e-08 3.49488e-08 2.10153e-08 2.71097e-08 2.1836e-08 4.1384e-08 4.30464e-08 0 2.50746e-08 2.34525e-08 2.23666e-08 2.3583e-08 0 3.95223e-08 3.11404e-08 2.67973e-31 3.1079e-08 3.34328e-08 2.72367e-08 3.96778e-08 0 3.0793e-08 0 3.91849e-08 0 1.11816e-07 3.70896e-08 0 3.74276e-08 3.14934e-08 2.37484e-08 5.14611e-08 1.86598e-08 3.38819e-08 9.03049e-08 4.06403e-08 2.71767e-08 0 3.07431e-08 4.02233e-08 0 4.10173e-08 3.35752e-08 1.30756e-07 1.87508e-08 2.3746e-08 2.51099e-08 0 0 3.89345e-08 1.0977e-07 8.95767e-07 0 1.75159e-06 0 3.21372e-08 1.64378e-07 4.19603e-08 2.62704e-08 -------------------------------------------------------------- Initialization seed trial #265 of 1000; initialization seed = 493576490 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 93 BIC score: 727923 Distortion: 0.000206814 Distortions/cluster: 2.16894e-06 9.85484e-06 4.0474e-06 4.24817e-06 5.9104e-06 2.91509e-06 2.19122e-06 4.18386e-06 1.95333e-06 3.50494e-06 3.73776e-06 2.21554e-06 2.61401e-06 5.47534e-06 3.92552e-06 3.40933e-06 3.11188e-06 3.86689e-06 9.64317e-35 2.71075e-06 2.93364e-06 1.08283e-34 2.7033e-06 2.76806e-06 1.56833e-06 2.85499e-06 2.14098e-06 2.37044e-35 2.51112e-06 0 1.65732e-06 1.8814e-06 5.00236e-06 2.00856e-06 1.27749e-35 0 3.63801e-06 0 5.25522e-06 2.62756e-06 3.42562e-06 0 2.4608e-06 0 7.89415e-06 2.73267e-06 5.74304e-06 4.27414e-06 3.34453e-06 3.11101e-06 3.58237e-06 3.95483e-06 3.66808e-06 3.91984e-06 3.89724e-06 0 0 0 0 4.81569e-35 0 4.11455e-06 2.89142e-06 3.06411e-06 3.9294e-06 3.82483e-06 2.39952e-06 2.61822e-06 0 0 3.70641e-06 3.99935e-06 5.02866e-06 2.53834e-06 1.8295e-06 3.26521e-06 Variance: 3.53891e-08 Variances/cluster: 1.98963e-08 8.95767e-07 2.77195e-08 2.86945e-08 3.93959e-07 3.06751e-08 3.7127e-08 2.46088e-08 1.30208e-07 3.57615e-08 2.42689e-08 3.46064e-08 3.00363e-08 2.34973e-08 3.92521e-08 3.66476e-08 3.7034e-08 2.97356e-08 6.86694e-32 3.38734e-08 4.18951e-08 0 3.50968e-08 2.94448e-08 2.48914e-08 1.0977e-07 3.05762e-08 0 3.92244e-08 0 3.12598e-08 3.61691e-08 2.74764e-08 4.01591e-08 0 0 3.3997e-08 0 1.75159e-06 2.9856e-08 1.93521e-08 0 1.11816e-07 0 9.07286e-08 2.31554e-08 3.65768e-08 1.64378e-07 4.70912e-08 3.57555e-08 2.88876e-08 2.82463e-08 2.13235e-08 2.70308e-08 2.23959e-08 0 0 0 0 2.67973e-31 0 4.3768e-08 1.96678e-08 3.73643e-08 2.32488e-08 4.06872e-08 2.60786e-08 2.1636e-08 0 0 2.64715e-08 2.40903e-08 5.46546e-08 2.39445e-08 3.38684e-08 3.02234e-08 -------------------------------------------------------------- Initialization seed trial #266 of 1000; initialization seed = 493576491 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 690343 Distortion: 0.000481604 Distortions/cluster: 1.85286e-06 1.33252e-06 5.86533e-06 4.56695e-06 5.14011e-06 2.74775e-06 0 2.17409e-06 0.000272435 3.32572e-06 2.57638e-06 2.06422e-06 2.69806e-06 5.25522e-06 6.17327e-06 6.41974e-06 3.13849e-06 2.01708e-06 2.37299e-06 7.08765e-06 2.37044e-35 2.4994e-06 0 2.56734e-06 1.08283e-34 0 0 2.88359e-06 0 0 2.20204e-06 3.02803e-06 5.0552e-06 4.83906e-06 7.48409e-06 9.64317e-35 2.82504e-06 2.29706e-06 2.6353e-06 5.14265e-06 6.45786e-06 2.53687e-06 2.34714e-06 2.82335e-06 3.43929e-06 9.85484e-06 3.42923e-06 3.31847e-06 6.26247e-06 3.60188e-06 1.27749e-35 2.53942e-06 3.11227e-06 2.73224e-06 3.39837e-06 3.98919e-06 3.49013e-06 0 1.76558e-06 0 0 6.05551e-06 0 1.23886e-06 3.89197e-06 0 3.59654e-06 0 0 0 2.5488e-06 2.45953e-06 4.05679e-06 2.53589e-06 7.41927e-06 0 Variance: 8.24099e-08 Variances/cluster: 1.87136e-08 2.2972e-08 2.99153e-08 1.69132e-07 3.15242e-08 1.96251e-08 0 3.62315e-08 3.16754e-06 3.02312e-08 2.36343e-08 2.10615e-08 3.90995e-08 1.75159e-06 3.88133e-08 4.65048e-08 2.47104e-08 2.72554e-08 2.89363e-08 4.88646e-08 0 1.79797e-08 0 2.44487e-08 0 0 0 2.23508e-08 0 0 2.59033e-08 3.73802e-08 3.15847e-08 4.0651e-08 4.92216e-08 6.86694e-32 4.1541e-08 3.3288e-08 2.48591e-08 1.31819e-07 4.0355e-07 2.37064e-08 2.30092e-08 1.96043e-08 2.56641e-08 8.95767e-07 3.98723e-08 2.0869e-08 5.44515e-08 3.63794e-08 0 3.05924e-08 2.30518e-08 2.22114e-08 2.76266e-08 3.06759e-08 4.10568e-08 0 1.98359e-08 0 0 4.20386e-08 0 2.42884e-08 6.59436e-08 0 3.29929e-08 0 0 0 2.96346e-08 3.23593e-08 2.89745e-08 2.24395e-08 5.15073e-08 0 -------------------------------------------------------------- Initialization seed trial #267 of 1000; initialization seed = 493576492 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498125 Distortion: 0.0358241 Distortions/cluster: 2.30342e-06 1.63532e-06 3.7336e-06 2.34381e-06 3.42158e-06 2.464e-06 1.27749e-35 4.1706e-06 2.82525e-06 5.25522e-06 3.41089e-06 0.0356196 2.37044e-35 9.85484e-06 1.56519e-06 3.28963e-06 2.42593e-06 2.86017e-06 1.91675e-06 3.73054e-06 3.55992e-06 0 1.08283e-34 1.87935e-06 2.55616e-06 2.39234e-06 2.66228e-06 1.83864e-06 1.71718e-06 4.09963e-06 2.2865e-06 1.96672e-06 1.47144e-06 3.42878e-06 2.58926e-06 3.32239e-06 7.87631e-06 3.96903e-06 3.07911e-06 0 3.89335e-06 2.46798e-06 0 3.7258e-06 4.27414e-06 2.17703e-06 2.0642e-06 2.53924e-06 3.91785e-06 3.12982e-06 2.74177e-06 6.45786e-06 3.22908e-06 3.72262e-06 2.85499e-06 1.76194e-06 2.36133e-06 2.18229e-06 2.86486e-06 4.37215e-06 4.30368e-06 2.07316e-06 1.89596e-06 0 2.65042e-06 4.81569e-35 2.56771e-06 3.28854e-06 2.89448e-06 2.44066e-06 2.39644e-06 2.45791e-06 2.61421e-06 1.74573e-06 4.56284e-06 0 Variance: 6.13006e-06 Variances/cluster: 3.48888e-08 2.15148e-08 3.36251e-08 3.77919e-08 2.49668e-08 3.47014e-08 0 5.41589e-08 2.18993e-08 1.75159e-06 2.13162e-08 0.035575 0 8.95767e-07 1.81977e-08 4.1107e-08 3.84953e-08 2.10288e-08 1.9359e-08 3.72931e-08 2.75938e-08 0 0 1.91748e-08 1.111e-07 2.41626e-08 3.41204e-08 2.58934e-08 2.17345e-08 3.05915e-08 3.13117e-08 2.45819e-08 1.91074e-08 3.08872e-08 3.0822e-08 3.4597e-08 9.05237e-08 3.54263e-08 4.15958e-08 0 3.93138e-08 3.62818e-08 0 2.71933e-08 1.64378e-07 3.06594e-08 2.90709e-08 1.9836e-08 4.35279e-08 2.40735e-08 3.47028e-08 4.0355e-07 3.54814e-08 3.9183e-08 1.0977e-07 2.66929e-08 2.40929e-08 2.07818e-08 5.11535e-08 2.6172e-08 2.88812e-08 2.87913e-08 2.82955e-08 0 4.34362e-08 2.67973e-31 3.72103e-08 2.06808e-08 2.5612e-08 3.75361e-08 3.07143e-08 2.99718e-08 2.58747e-08 2.07804e-08 2.90601e-08 0 -------------------------------------------------------------- Initialization seed trial #268 of 1000; initialization seed = 493576493 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 727016 Distortion: 0.000210555 Distortions/cluster: 1.27749e-35 2.92739e-06 2.52225e-06 2.85499e-06 1.96558e-06 5.9104e-06 0 1.62172e-06 3.28481e-06 1.29082e-06 1.9446e-06 7.14875e-06 4.2114e-06 9.85484e-06 4.50669e-06 1.08283e-34 2.6865e-06 3.8671e-06 5.30546e-06 5.51113e-06 2.20036e-06 4.01411e-06 9.64317e-35 2.99071e-06 4.3427e-06 1.97671e-06 4.929e-06 3.21395e-06 2.94225e-06 1.93887e-06 6.59333e-06 2.37044e-35 3.28571e-06 0 2.24579e-06 5.25522e-06 2.60063e-06 0 6.24016e-06 6.50164e-06 3.38366e-06 3.27722e-06 2.62012e-06 3.38815e-06 7.42937e-06 2.28504e-06 2.25968e-06 0 2.46927e-06 0 1.84913e-06 0 0 2.47037e-06 0 3.6762e-06 3.06545e-06 2.30969e-06 2.69163e-06 0 2.82187e-06 2.13989e-06 5.63314e-06 4.26189e-07 1.32947e-06 3.2212e-06 0 3.13453e-06 4.99405e-06 5.20145e-06 2.65836e-06 0 4.81569e-35 2.06271e-06 2.4608e-06 2.61107e-06 Variance: 3.60293e-08 Variances/cluster: 0 2.30482e-08 3.76331e-08 1.0977e-07 4.18074e-08 3.93959e-07 0 3.3086e-08 3.42066e-08 2.63402e-08 2.06852e-08 3.94925e-08 4.0105e-08 8.95767e-07 3.10704e-08 0 2.6336e-08 2.86424e-08 4.34836e-08 3.69754e-08 2.6508e-08 3.97306e-08 6.86694e-32 3.55919e-08 4.21595e-08 2.22082e-08 3.76229e-08 3.73683e-08 2.5807e-08 4.30729e-08 3.13864e-08 0 3.77545e-08 0 3.62104e-08 1.75159e-06 1.85743e-08 0 2.7609e-08 5.50939e-08 3.41677e-08 3.76662e-08 2.81706e-08 4.39884e-08 8.84364e-08 1.69247e-08 3.32196e-08 0 2.37402e-08 0 2.46521e-08 0 0 2.18597e-08 0 4.71266e-08 1.93999e-08 1.94069e-08 2.10265e-08 0 2.25723e-08 2.85293e-08 3.07722e-08 1.42054e-07 2.17922e-08 3.0386e-08 0 1.25371e-07 2.92024e-08 4.15978e-08 1.95444e-08 0 2.67973e-31 2.42651e-08 1.11816e-07 2.23148e-08 -------------------------------------------------------------- Initialization seed trial #269 of 1000; initialization seed = 493576494 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 493618 Distortion: 0.0397427 Distortions/cluster: 3.54924e-06 1.70376e-06 1.82529e-06 5.59525e-06 2.37623e-06 3.65778e-06 1.58748e-06 2.55758e-06 5.25522e-06 1.67803e-06 8.16378e-06 3.15279e-06 1.65565e-06 2.2223e-06 3.81689e-06 4.08077e-06 3.46181e-06 1.16017e-06 1.36284e-06 1.93809e-06 4.56695e-06 2.69651e-06 2.57883e-06 5.65626e-06 2.32688e-06 0.00391362 4.44094e-06 2.37044e-35 6.27635e-06 4.67109e-06 3.51827e-06 0 9.85484e-06 4.34424e-06 2.28986e-06 2.26497e-06 2.6021e-06 2.27728e-06 1.70042e-06 2.42573e-06 1.99095e-06 5.54074e-06 2.5401e-06 4.12873e-06 5.16757e-06 1.4809e-06 0 0.0356196 3.73678e-06 3.38436e-06 2.4818e-06 0 2.18108e-06 1.29094e-06 1.83176e-06 1.47266e-06 5.20236e-06 2.1593e-06 4.62811e-06 0 0 2.07444e-06 2.12293e-06 2.37145e-06 1.49251e-06 3.7036e-06 6.45786e-06 3.26259e-06 0 1.55384e-06 2.67675e-06 0 1.85553e-06 4.81569e-35 1.51219e-06 5.93433e-06 Variance: 6.8006e-06 Variances/cluster: 3.85663e-08 2.83934e-08 2.02788e-08 4.33596e-08 2.55487e-08 3.97453e-08 2.64556e-08 2.01367e-08 1.75159e-06 1.80418e-08 9.38273e-08 3.06072e-08 1.59183e-08 2.55414e-08 3.50059e-08 3.81255e-08 3.29667e-08 3.62519e-08 2.09647e-08 2.39247e-08 1.69132e-07 1.98256e-08 2.2619e-08 3.38588e-08 1.8916e-08 0.00391989 2.67438e-08 0 3.21758e-08 4.13247e-08 4.13878e-08 0 8.95767e-07 4.25869e-08 2.16006e-08 3.18982e-08 2.95669e-08 2.77693e-08 4.85792e-08 2.47494e-08 2.14062e-08 1.38473e-07 1.84049e-08 6.16042e-08 4.03587e-08 2.02839e-08 0 0.035575 3.6632e-08 4.07729e-08 3.64943e-08 0 2.72611e-08 2.63431e-08 3.52229e-08 3.59151e-08 3.93993e-08 2.4259e-08 4.05942e-08 0 0 2.16061e-08 1.98382e-08 1.94359e-08 2.22742e-08 3.08605e-08 4.0355e-07 4.23573e-08 0 2.31896e-08 4.11771e-08 0 1.80133e-08 2.67973e-31 1.64354e-08 4.5634e-08 -------------------------------------------------------------- Initialization seed trial #270 of 1000; initialization seed = 493576495 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 727487 Distortion: 0.000211327 Distortions/cluster: 2.80782e-06 2.22308e-06 9.85484e-06 3.01427e-06 3.16731e-06 5.03438e-06 5.9104e-06 2.94797e-06 4.08701e-06 5.27837e-06 7.07167e-06 2.32454e-06 3.03957e-06 2.88747e-06 3.81672e-06 1.44953e-06 4.69935e-06 4.00257e-06 2.75265e-06 0 2.70915e-06 4.43855e-06 9.64317e-35 3.25794e-06 1.27749e-35 4.99565e-06 2.16066e-06 3.38829e-06 2.37044e-35 3.89749e-06 1.92421e-06 0 6.5064e-06 3.75407e-06 0 3.62437e-06 0 3.50841e-06 2.53538e-06 2.76968e-06 0 4.90019e-06 5.30324e-06 3.40088e-06 2.99177e-06 4.81569e-35 0 0 4.0654e-06 3.40136e-06 3.41633e-06 3.54285e-06 2.60895e-06 3.82922e-06 2.61878e-06 3.2497e-06 3.50195e-06 5.25522e-06 3.98214e-06 3.74199e-06 2.9766e-06 7.23466e-06 0 0 0 1.08283e-34 3.41624e-06 0 0 0 4.15984e-06 3.70592e-06 0 0 0 4.18439e-06 Variance: 3.61614e-08 Variances/cluster: 3.50949e-08 1.30756e-07 8.95767e-07 2.47049e-08 3.86223e-08 7.51328e-08 3.93959e-07 2.65558e-08 2.41806e-08 2.26519e-08 3.12803e-08 5.1652e-08 3.99811e-08 4.24593e-08 2.32706e-08 2.89815e-08 3.40422e-08 2.58208e-08 1.14655e-07 0 4.04316e-08 3.63785e-08 6.86694e-32 2.80832e-08 0 2.64297e-08 3.27345e-08 2.01666e-08 0 3.97678e-08 1.48005e-07 0 4.16942e-08 1.10403e-07 0 3.98152e-08 0 2.87541e-08 3.33573e-08 3.79294e-08 0 3.55056e-08 3.21304e-08 3.03618e-08 3.64741e-08 2.67973e-31 0 0 2.32288e-08 3.2391e-08 2.84669e-08 4.72237e-08 1.04322e-07 2.18787e-08 2.59261e-08 2.13777e-08 2.36594e-08 1.75159e-06 2.38431e-08 3.40069e-08 4.0762e-08 4.13272e-08 0 0 0 0 3.3482e-08 0 0 0 2.79159e-08 2.30157e-08 0 0 0 4.101e-08 -------------------------------------------------------------- Initialization seed trial #271 of 1000; initialization seed = 493576496 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 689154 Distortion: 0.000491686 Distortions/cluster: 3.06049e-06 1.27749e-35 2.6467e-06 2.85499e-06 2.5162e-06 3.97085e-06 4.27414e-06 3.17997e-06 1.72254e-06 2.81657e-06 3.10233e-06 3.34039e-06 5.26966e-06 1.97121e-06 4.3906e-06 2.88951e-06 2.6186e-06 2.97984e-06 2.65034e-06 3.69033e-06 3.88268e-06 2.94374e-06 2.76575e-06 3.07938e-06 3.10135e-06 2.69734e-06 2.4054e-06 3.06294e-06 3.09356e-06 0.000272435 2.37044e-35 3.76937e-06 2.92175e-06 3.33483e-06 0 3.3715e-06 3.26383e-06 2.72751e-06 0 1.58537e-06 1.19636e-06 3.74444e-06 2.30375e-06 2.72802e-06 2.46816e-06 3.25128e-06 3.46423e-06 3.45809e-06 1.08283e-34 3.89685e-06 3.00825e-06 2.62661e-06 2.13674e-06 2.339e-06 2.84644e-06 0 0 0 3.58101e-06 3.25444e-06 2.68349e-06 4.20522e-06 5.53964e-06 9.64317e-35 1.59192e-05 3.91438e-06 0 0 0 6.20078e-06 0 0 1.99905e-06 2.45348e-05 0 0 Variance: 8.41353e-08 Variances/cluster: 3.64224e-08 0 3.18849e-08 1.0977e-07 3.54276e-08 4.05154e-08 1.64378e-07 4.81668e-08 3.02102e-08 2.68219e-08 2.29727e-08 2.5693e-08 3.04578e-08 3.94112e-08 2.94646e-08 3.3588e-08 3.27227e-08 2.22356e-08 3.01076e-08 2.38057e-08 2.21842e-08 3.09839e-08 4.06606e-08 1.81124e-08 3.92552e-08 2.30521e-08 2.42948e-08 3.29319e-08 3.77234e-08 3.16754e-06 0 2.51208e-08 3.56194e-08 2.16522e-08 0 4.16096e-08 2.2822e-08 3.40828e-08 0 3.30176e-08 2.91697e-08 3.25575e-08 1.09665e-07 2.5733e-08 3.62845e-08 2.35578e-08 4.2765e-08 4.26886e-08 0 2.59768e-08 3.75999e-08 3.24246e-08 2.77408e-08 3.20312e-08 2.25888e-08 0 0 0 3.76825e-08 2.93098e-08 2.60502e-08 2.48808e-08 2.81175e-08 6.86694e-32 7.5794e-07 3.13123e-08 0 0 0 5.43881e-08 0 0 2.66516e-08 2.72576e-06 0 0 -------------------------------------------------------------- Initialization seed trial #272 of 1000; initialization seed = 493576497 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 726494 Distortion: 0.000211682 Distortions/cluster: 8.29035e-06 2.45962e-06 1.08283e-34 4.51273e-06 2.31783e-06 4.04569e-06 3.23451e-06 3.40208e-06 5.25522e-06 4.30079e-06 4.84131e-06 9.85484e-06 1.70002e-06 2.43633e-06 3.47653e-06 2.66638e-06 4.61015e-06 9.64317e-35 1.56707e-06 1.48413e-06 3.84604e-06 3.11849e-06 2.30589e-06 2.70813e-06 2.28182e-06 1.81465e-06 3.44115e-06 5.61294e-06 3.73362e-06 4.56695e-06 2.83623e-06 2.37044e-35 0 2.78861e-06 2.03963e-06 0 2.34527e-06 5.05205e-06 5.15872e-06 1.86739e-06 3.28273e-06 4.81569e-35 1.74593e-06 3.11005e-06 2.24669e-06 6.39739e-06 1.27749e-35 2.15219e-06 4.61324e-06 5.08222e-06 3.25445e-06 3.76744e-06 6.45786e-06 4.86992e-06 3.22058e-06 2.5951e-06 2.1103e-06 0 0 1.2589e-06 3.71648e-06 3.33303e-06 0 3.24134e-06 0 0 0 2.07229e-06 0 2.67516e-06 0 3.69566e-06 5.2913e-06 2.6478e-06 2.8705e-06 0 Variance: 3.62221e-08 Variances/cluster: 9.41992e-08 2.48417e-08 0 4.10113e-08 5.03833e-08 5.86155e-08 2.39568e-08 4.5346e-08 1.75159e-06 3.04993e-08 4.17229e-08 8.95767e-07 1.86799e-08 2.67705e-08 3.02275e-08 3.33268e-08 4.60862e-08 6.86694e-32 2.20688e-08 2.0054e-08 4.09118e-08 2.62035e-08 3.07425e-08 3.86846e-08 1.7285e-08 1.76164e-08 3.58342e-08 4.12583e-08 2.55705e-08 1.69132e-07 2.65043e-08 0 0 3.87276e-08 2.10247e-08 0 2.52157e-08 3.43565e-08 2.72859e-08 2.17112e-08 3.90777e-08 2.67973e-31 3.00996e-08 5.098e-08 1.88775e-08 4.50376e-08 0 2.28937e-08 3.81134e-08 3.23603e-08 3.6555e-08 2.29702e-08 4.0355e-07 3.08121e-08 2.25196e-08 2.04321e-08 2.17536e-08 0 0 2.09798e-08 4.08369e-08 3.02975e-08 0 2.8682e-08 0 0 0 2.01171e-08 0 3.6148e-08 0 3.84931e-08 1.35629e-07 2.72945e-08 2.09507e-08 0 -------------------------------------------------------------- Initialization seed trial #273 of 1000; initialization seed = 493576498 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498912 Distortion: 0.0358777 Distortions/cluster: 3.56358e-06 3.69022e-06 3.06374e-06 2.81541e-06 2.90282e-06 2.18062e-06 5.11331e-06 2.85257e-06 3.31979e-06 3.21338e-06 2.99099e-06 3.84114e-06 2.51475e-06 2.75147e-06 4.0961e-06 2.77211e-06 4.35604e-05 3.03017e-06 1.68528e-06 4.92211e-06 1.47765e-06 3.2732e-06 2.37044e-35 3.78745e-06 3.41571e-06 4.87622e-06 2.53997e-06 4.08946e-06 0 0 2.02777e-06 4.17444e-06 3.85624e-06 4.80501e-06 0 2.30673e-06 0 1.08283e-34 3.92449e-06 3.1444e-06 4.45778e-06 4.05857e-06 3.66437e-06 3.28765e-06 3.85713e-06 0 3.1234e-05 5.52307e-06 3.06124e-06 0 0 4.81569e-35 4.01012e-06 0 2.75474e-06 1.96496e-06 3.82884e-06 3.58204e-06 0 0 3.23503e-06 4.3681e-06 0 1.74531e-06 1.27749e-35 4.98657e-06 2.76098e-06 0 0.0356196 0 2.67778e-06 0 4.40516e-06 0 1.98223e-06 4.17208e-06 Variance: 6.13924e-06 Variances/cluster: 3.09774e-08 2.09653e-08 2.83654e-08 2.65581e-08 2.68747e-08 3.89362e-08 1.7043e-07 3.61056e-08 3.72981e-08 2.24692e-08 2.31839e-08 2.46205e-08 2.30684e-08 3.62007e-08 4.13711e-08 3.01289e-08 2.7222e-06 2.65777e-08 2.08037e-08 1.32986e-07 4.61726e-08 3.48182e-08 0 2.30922e-08 3.795e-08 5.80449e-08 4.53416e-08 4.21557e-08 0 0 2.30402e-08 3.8285e-08 2.26818e-08 4.1769e-08 0 3.44174e-08 0 0 3.70116e-08 2.59843e-08 3.74484e-08 2.1359e-08 4.41453e-08 3.01594e-08 2.77467e-08 0 3.09214e-07 3.00067e-08 1.98758e-08 0 0 2.67973e-31 2.80403e-08 0 3.67179e-08 1.96474e-08 4.11568e-08 3.34661e-08 0 0 4.09371e-08 3.25872e-08 0 2.81475e-08 0 4.37287e-08 2.76074e-08 0 0.035575 0 1.96878e-08 0 6.03264e-08 0 2.13121e-08 2.6397e-08 -------------------------------------------------------------- Initialization seed trial #274 of 1000; initialization seed = 493576499 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 726361 Distortion: 0.000214297 Distortions/cluster: 4.00158e-06 3.22638e-06 2.16464e-06 4.81936e-06 1.34667e-06 3.769e-06 4.56635e-06 2.51585e-06 4.03033e-06 3.88808e-06 1.89311e-06 1.27749e-35 9.64317e-35 3.1199e-06 3.30666e-06 5.83568e-06 1.76372e-06 0 2.11747e-06 8.29035e-06 6.09894e-06 3.65612e-06 2.06574e-06 1.69803e-06 2.93841e-06 2.29463e-06 1.78391e-06 2.37044e-35 2.21365e-06 6.94331e-06 2.44493e-06 2.86501e-06 3.80706e-06 2.86067e-06 1.08283e-34 1.22602e-05 2.47191e-06 0 2.33606e-06 9.97714e-06 5.05626e-06 4.81569e-35 3.48657e-06 0 2.97031e-06 0 3.20614e-06 0 9.85484e-06 3.38377e-06 0 2.0359e-06 1.52673e-06 1.83405e-06 4.51359e-06 1.83207e-06 5.25522e-06 4.79965e-06 3.96369e-06 1.63789e-06 2.95569e-06 3.17567e-06 2.36981e-06 0 3.16641e-06 1.91121e-06 4.56695e-06 0 0 0 0 1.38407e-06 2.61566e-06 2.47839e-06 3.3612e-06 1.58402e-06 Variance: 3.66695e-08 Variances/cluster: 4.00028e-08 2.12237e-08 3.43566e-08 4.01481e-08 2.69242e-07 3.65804e-08 3.62292e-08 2.76443e-08 4.74e-08 3.50246e-08 2.86812e-08 0 6.86694e-32 2.02573e-08 3.84369e-08 1.42286e-07 2.55588e-08 0 2.13862e-08 9.41992e-08 4.80088e-08 2.32854e-08 2.55008e-08 1.69788e-08 3.86598e-08 2.76431e-08 5.09646e-08 0 3.2079e-08 3.85616e-08 3.39544e-08 4.21198e-08 2.69981e-08 4.84816e-08 0 4.28537e-08 3.68909e-08 0 1.99641e-08 3.31358e-08 4.24761e-08 2.67973e-31 1.92611e-08 0 2.74996e-08 0 2.3063e-08 0 8.95767e-07 2.96796e-08 0 4.33142e-08 2.67823e-08 2.2095e-08 2.68642e-08 2.15512e-08 1.75159e-06 3.42778e-07 2.55699e-08 2.97772e-08 2.92617e-08 2.23619e-08 2.52084e-08 0 3.01535e-08 1.87357e-08 1.69132e-07 0 0 0 0 3.00865e-08 3.39667e-08 3.09771e-08 2.92252e-08 3.29984e-08 -------------------------------------------------------------- Initialization seed trial #275 of 1000; initialization seed = 493576500 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 498729 Distortion: 0.0358774 Distortions/cluster: 5.43832e-06 2.83727e-06 2.54674e-06 3.12922e-06 2.95512e-06 0 2.30759e-06 4.35604e-05 2.33283e-06 4.55061e-06 2.13561e-06 4.64002e-06 1.54539e-06 3.47125e-06 3.58382e-06 4.87695e-06 2.45328e-06 2.14807e-06 2.84438e-06 1.97923e-06 3.73066e-06 4.82591e-06 2.63494e-06 4.67347e-06 2.4566e-06 3.69661e-06 4.67015e-06 1.89967e-06 3.65662e-06 2.09222e-06 3.49821e-06 0.0356196 3.93705e-06 3.01026e-06 2.37044e-35 2.9162e-06 0 7.31544e-06 1.73934e-06 0 2.96125e-06 2.5233e-06 0 1.27749e-35 3.42577e-06 0 0 4.81569e-35 0 0 0 3.42365e-06 2.59423e-06 2.91305e-06 2.46507e-06 2.01629e-06 2.71407e-06 2.4469e-06 4.88994e-06 4.25916e-06 4.26511e-06 5.11331e-06 1.08283e-34 3.11782e-06 0 4.02002e-06 0 4.51618e-06 3.22944e-06 2.31783e-06 0 3.6428e-06 1.71797e-06 2.40453e-06 3.08055e-05 0 Variance: 6.13919e-06 Variances/cluster: 4.34927e-08 3.63724e-08 1.78078e-08 3.09798e-08 3.51686e-08 0 2.00642e-08 2.7222e-06 3.11017e-08 3.15912e-08 3.00759e-08 5.94819e-08 2.53312e-08 2.32947e-08 4.07217e-08 2.99102e-08 2.88596e-08 2.2373e-08 2.68314e-08 2.22365e-08 4.05472e-08 2.47461e-08 2.86382e-08 3.24518e-08 2.48116e-08 3.65882e-08 3.59127e-08 2.11055e-08 2.83366e-08 3.80279e-08 3.64277e-08 0.035575 2.43007e-08 2.92231e-08 0 1.94396e-08 0 3.3546e-08 2.25862e-08 0 2.55257e-08 3.31983e-08 0 0 3.5682e-08 0 0 2.67973e-31 0 0 0 5.26556e-08 1.9651e-08 3.83272e-08 2.48975e-08 2.42897e-08 2.02519e-08 2.68866e-08 9.05239e-08 1.25228e-07 3.20658e-08 1.7043e-07 0 4.21188e-08 0 2.39266e-08 0 3.85883e-08 4.24897e-08 5.03833e-08 0 4.33528e-08 1.68413e-08 3.4339e-08 3.08023e-07 0 -------------------------------------------------------------- Initialization seed trial #276 of 1000; initialization seed = 493576501 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 499337 Distortion: 0.0358329 Distortions/cluster: 4.27414e-06 3.9968e-06 2.73689e-06 7.89415e-06 5.03222e-06 1.08283e-34 2.74022e-06 5.60766e-06 3.298e-06 0 5.04656e-06 3.94772e-06 2.72484e-06 2.62482e-06 3.69967e-06 2.80255e-06 2.91309e-06 3.06088e-06 3.86202e-06 3.68306e-06 9.85484e-06 2.74277e-06 4.36041e-06 8.01599e-06 2.45626e-06 4.97751e-06 3.56938e-06 1.84797e-06 2.37044e-35 3.9633e-06 4.3192e-06 3.11054e-06 4.44793e-06 3.2159e-06 1.57083e-06 2.48318e-06 0 1.27749e-35 4.91777e-06 3.10119e-06 1.8083e-06 0 0 2.55616e-06 5.25522e-06 0 0 4.80052e-06 3.11407e-06 0 2.64337e-06 3.36803e-06 5.28986e-06 0 2.80603e-06 2.85499e-06 0 4.81569e-35 0 5.00952e-06 0 1.59502e-06 0 0.0356196 5.28255e-06 1.70752e-06 0 5.01798e-06 0 2.55936e-06 2.31933e-06 6.45786e-06 3.07245e-06 0 5.02064e-06 1.95082e-06 Variance: 6.13158e-06 Variances/cluster: 1.64378e-07 2.36477e-08 2.91134e-08 9.07286e-08 4.74591e-08 0 2.82473e-08 2.90456e-08 2.12749e-08 0 2.89937e-08 4.06848e-08 3.02733e-08 3.36486e-08 3.30299e-08 3.8921e-08 2.67225e-08 2.46818e-08 1.98035e-08 4.72145e-08 8.95767e-07 2.66263e-08 2.69137e-08 3.92815e-08 3.66584e-08 4.01281e-08 3.96467e-08 2.46374e-08 0 2.71435e-08 2.30953e-08 3.98663e-08 4.07933e-08 2.14375e-08 3.02056e-08 3.40135e-08 0 0 4.51022e-08 2.04008e-08 5.0226e-08 0 0 1.111e-07 1.75159e-06 0 0 2.72733e-08 2.19278e-08 0 3.38863e-08 4.1577e-08 3.26428e-08 0 2.37771e-08 1.0977e-07 0 2.67973e-31 0 4.07156e-08 0 2.57238e-08 0 0.035575 4.12566e-08 3.16179e-08 0 3.02261e-08 0 3.70892e-08 2.63532e-08 4.0355e-07 2.38146e-08 0 2.86868e-08 3.5467e-08 -------------------------------------------------------------- Initialization seed trial #277 of 1000; initialization seed = 493576502 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 722777 Distortion: 0.000229937 Distortions/cluster: 6.49705e-06 2.60962e-06 1.59192e-05 3.50944e-06 4.49345e-06 2.38036e-06 2.51595e-06 2.73552e-06 1.79651e-06 9.64317e-35 1.952e-06 2.12504e-06 1.92214e-06 1.08283e-34 2.34259e-06 4.8238e-06 2.72201e-06 2.36336e-06 2.45348e-05 2.51071e-06 5.1143e-06 2.37044e-35 4.47185e-06 2.69209e-06 2.00749e-06 2.04535e-06 2.77895e-06 2.47567e-06 0 5.2913e-06 1.88856e-06 2.08321e-06 1.6962e-06 3.71366e-06 0 2.81817e-06 0 2.49967e-06 0 2.28407e-06 8.39942e-06 0 1.78564e-06 2.12812e-06 2.8667e-06 3.18846e-06 4.56695e-06 3.58207e-06 3.55425e-06 1.75154e-06 3.96299e-06 1.73547e-06 5.1373e-06 4.90874e-06 4.03837e-06 1.27749e-35 0 3.79592e-06 4.81569e-35 3.47683e-06 3.24252e-06 4.31908e-06 4.45554e-06 1.64286e-06 3.0773e-06 2.21481e-06 3.35597e-06 0 3.49618e-06 0 0 3.19066e-06 5.75207e-06 2.08696e-06 2.60981e-06 0 Variance: 3.93458e-08 Variances/cluster: 4.92053e-08 3.18217e-08 7.5794e-07 3.98766e-08 3.4562e-08 2.80017e-08 1.95017e-08 2.29855e-08 2.21771e-08 6.86694e-32 1.99161e-08 3.60145e-08 2.20916e-08 0 3.39475e-08 2.67966e-08 3.53475e-08 3.32842e-08 2.72576e-06 3.2604e-08 4.73399e-08 0 4.34022e-08 4.89427e-08 3.58457e-08 2.15281e-08 2.62143e-08 3.64047e-08 0 1.35629e-07 3.25586e-08 2.04219e-08 1.92733e-08 3.86714e-08 0 2.63349e-08 0 3.72961e-08 0 3.80551e-08 9.43662e-08 0 2.92702e-08 2.50285e-08 2.34955e-08 2.59196e-08 1.69132e-07 3.93509e-08 3.66298e-08 5.00399e-08 3.41524e-08 1.9719e-08 2.66158e-08 2.58331e-08 3.33721e-08 0 0 2.54676e-08 2.67973e-31 2.9714e-08 2.77049e-08 2.91732e-08 4.16268e-08 4.21208e-08 3.27266e-08 2.83922e-08 2.37984e-08 0 4.11182e-08 0 0 2.08515e-08 2.56766e-08 1.84671e-08 5.43529e-08 0 -------------------------------------------------------------- Initialization seed trial #278 of 1000; initialization seed = 493576503 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 722719 Distortion: 0.000232649 Distortions/cluster: 2.2422e-06 2.41767e-06 3.80093e-06 3.2335e-06 3.30801e-06 2.23298e-06 5.29643e-06 2.13388e-06 2.65658e-06 3.76388e-06 1.08283e-34 1.77688e-06 2.73848e-06 4.60254e-06 6.10322e-06 2.65045e-06 0 2.3514e-06 4.1155e-06 5.1937e-06 4.19091e-06 1.27749e-35 3.84458e-06 4.71691e-06 4.23192e-06 2.99364e-06 2.98095e-06 2.5337e-06 9.64317e-35 2.45348e-05 1.32266e-06 2.37792e-06 6.12668e-06 3.04678e-06 2.95741e-06 2.37044e-35 3.61024e-06 4.62911e-06 2.21048e-06 2.4338e-06 2.15475e-06 2.60036e-06 2.98397e-06 1.9113e-06 6.7541e-06 0 5.32701e-06 7.60318e-06 3.75482e-06 0 3.89965e-06 0 1.42826e-05 0 0 3.84638e-06 2.84016e-06 0 0 5.73355e-06 1.44949e-06 4.81569e-35 0 5.80622e-06 0 3.23171e-06 4.56474e-06 0 2.53074e-06 0 2.90675e-06 2.87049e-06 3.18429e-06 0 3.05153e-06 0 Variance: 3.98098e-08 Variances/cluster: 1.98402e-08 3.06009e-08 3.83817e-08 2.2298e-08 2.31302e-08 1.59484e-07 3.17048e-08 2.88337e-08 2.01239e-08 5.3765e-08 0 1.99628e-08 4.21278e-08 2.64491e-08 3.69773e-08 3.68085e-08 0 2.83274e-08 3.99432e-08 3.05485e-08 3.2235e-08 0 3.07539e-08 3.18682e-08 2.48915e-08 2.39467e-08 3.5912e-08 2.07662e-08 6.86694e-32 2.72576e-06 2.81392e-08 2.33109e-08 8.75145e-08 3.80815e-08 1.05613e-07 0 4.19657e-08 1.28544e-07 2.8337e-08 3.68732e-08 2.17632e-08 2.22233e-08 3.2788e-08 2.51457e-08 4.32815e-08 0 4.75478e-08 3.0897e-08 4.4161e-08 0 1.11408e-07 0 7.14025e-07 0 0 3.84511e-08 3.64095e-08 0 0 5.73164e-08 2.19595e-08 2.67973e-31 0 3.27928e-08 0 3.67208e-08 4.18647e-08 0 1.72144e-08 0 2.54956e-08 2.43241e-08 2.10855e-08 0 2.7738e-08 0 -------------------------------------------------------------- Initialization seed trial #279 of 1000; initialization seed = 493576504 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 723425 Distortion: 0.00022713 Distortions/cluster: 3.20623e-06 1.27749e-35 1.97199e-06 3.25496e-06 3.73307e-06 2.45348e-05 2.48007e-06 2.6634e-06 2.47393e-06 8.70488e-07 2.74962e-06 3.80328e-06 4.19468e-06 2.90815e-06 2.7495e-06 3.18228e-06 2.7321e-06 2.65587e-06 4.9421e-06 2.12778e-06 3.11389e-06 3.65798e-06 3.79861e-06 2.37044e-35 3.39405e-06 2.53057e-06 4.04211e-06 0 4.81569e-35 2.09045e-06 1.8956e-06 2.42883e-06 3.23653e-06 4.34622e-06 2.82053e-06 0 2.61125e-06 0 4.63385e-06 2.56279e-06 6.72953e-06 0 4.11417e-06 7.89415e-06 0 5.93321e-06 3.18015e-06 2.84276e-06 4.99596e-06 2.29454e-06 1.28088e-06 1.75309e-06 1.42826e-05 0 2.54181e-06 0 4.56695e-06 2.32693e-06 3.13445e-06 2.72264e-06 1.6233e-06 4.80167e-06 2.27096e-06 0 4.28372e-06 1.63031e-06 3.37641e-06 3.03698e-06 2.47991e-06 4.9794e-06 9.64317e-35 0 0 2.30879e-06 1.34667e-06 1.08283e-34 Variance: 3.88654e-08 Variances/cluster: 2.76375e-08 0 2.0756e-08 3.69852e-08 2.80589e-08 2.72576e-06 2.2544e-08 2.25685e-08 1.99493e-08 8.70169e-08 3.61675e-08 3.69218e-08 4.07221e-08 3.58999e-08 3.31163e-08 2.19444e-08 2.33492e-08 2.76561e-08 3.27263e-08 3.17475e-08 3.31155e-08 3.55037e-08 3.83572e-08 0 3.89992e-08 4.2162e-08 4.0816e-08 0 2.67973e-31 3.94306e-08 2.63249e-08 3.37306e-08 4.20303e-08 4.17869e-08 2.12051e-08 0 2.51052e-08 0 2.64705e-08 3.76762e-08 2.85125e-08 0 2.55516e-08 9.07286e-08 0 5.44283e-08 2.78868e-08 2.5841e-08 4.41979e-08 1.04261e-07 8.00281e-08 2.19117e-08 7.14025e-07 0 2.10042e-08 0 1.69132e-07 2.55684e-08 3.44334e-08 1.81494e-08 2.3524e-08 3.75098e-08 2.64034e-08 0 3.53997e-08 2.85993e-08 3.01438e-08 2.02448e-08 2.1376e-08 3.11184e-08 6.86694e-32 0 0 3.03687e-08 2.69242e-07 0 -------------------------------------------------------------- Initialization seed trial #280 of 1000; initialization seed = 493576505 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 594809 Distortion: 0.0041245 Distortions/cluster: 2.84205e-06 3.03253e-06 0 6.81958e-06 7.68524e-06 1.4213e-06 5.9104e-06 3.49836e-06 3.48316e-06 5.99368e-06 2.06485e-06 1.98138e-06 2.23245e-06 9.64317e-35 2.02274e-06 8.08207e-07 1.53462e-06 1.65459e-06 2.54572e-06 2.34546e-06 1.35747e-06 0.00391362 2.457e-06 8.57135e-06 1.98037e-06 2.36745e-06 2.86496e-06 4.73584e-06 2.11649e-06 9.85484e-06 2.44376e-06 1.83914e-06 2.94226e-06 7.28399e-06 2.37044e-35 3.28717e-06 0 5.43089e-06 1.90062e-06 2.2747e-06 0 0 8.00894e-06 2.75827e-06 3.89965e-06 1.415e-06 2.56389e-06 7.38042e-06 5.25522e-06 1.74483e-06 0 1.85711e-06 6.43432e-06 1.65169e-06 2.52096e-06 1.80899e-06 2.18186e-06 1.65891e-06 0 8.38242e-06 6.12668e-06 2.71276e-06 0 4.81569e-35 2.40565e-06 1.98262e-06 1.42818e-06 0 4.14394e-06 7.29044e-07 1.72329e-06 3.24784e-06 2.22308e-06 1.55269e-06 1.49611e-06 0 Variance: 7.05767e-07 Variances/cluster: 3.69068e-08 3.74354e-08 0 4.66944e-08 3.55683e-08 3.08949e-08 3.93959e-07 2.33203e-08 2.29135e-08 5.76123e-08 3.55984e-08 2.71397e-08 2.02926e-08 6.86694e-32 1.74359e-08 2.02028e-07 2.16124e-08 1.76005e-08 2.3789e-08 2.13205e-08 3.01633e-08 0.00391989 2.67035e-08 3.1272e-08 3.60046e-08 3.24279e-08 2.62818e-08 1.27954e-07 1.90658e-08 8.95767e-07 2.20139e-08 1.75141e-08 1.92282e-08 4.79067e-08 0 5.30143e-08 0 3.37213e-08 2.04349e-08 2.74037e-08 0 0 4.47284e-08 2.57752e-08 1.11408e-07 2.31948e-08 2.69859e-08 4.85397e-08 1.75159e-06 2.02864e-08 0 2.65278e-08 4.20406e-08 2.03895e-08 2.15448e-08 2.58401e-08 2.22614e-08 2.7646e-08 0 4.92925e-08 8.75145e-08 2.27943e-08 0 2.67973e-31 3.70072e-08 3.19748e-08 2.42044e-08 0 2.13587e-08 8.09979e-08 2.97094e-08 4.05945e-08 1.30756e-07 2.0163e-08 3.18292e-08 0 -------------------------------------------------------------- Initialization seed trial #281 of 1000; initialization seed = 493576506 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 726548 Distortion: 0.000214052 Distortions/cluster: 2.37044e-35 2.82245e-06 9.64317e-35 6.45786e-06 1.61226e-06 2.54284e-06 5.25522e-06 5.07728e-06 2.20521e-06 3.15303e-06 2.12529e-06 4.73102e-06 2.62618e-06 2.78455e-06 4.66846e-06 2.98565e-06 2.05262e-06 5.02915e-06 1.27749e-35 2.55898e-06 1.93945e-06 7.09198e-06 3.11831e-06 2.93695e-06 2.75326e-06 1.08283e-34 2.13629e-06 2.2899e-06 5.42278e-06 2.9153e-06 4.2039e-06 3.90408e-06 2.49823e-06 3.50241e-06 3.6554e-06 0 2.14491e-06 2.06536e-06 6.6632e-06 5.79463e-06 5.59937e-06 3.60572e-06 0 0 7.18703e-06 0 9.85484e-06 3.1345e-06 0 2.36797e-06 2.08676e-06 5.0926e-06 2.75594e-06 0 4.05091e-06 0 1.69075e-06 0 3.08272e-06 2.525e-06 3.48425e-06 3.98504e-06 4.81569e-35 3.18596e-06 3.46637e-06 3.49755e-06 2.82708e-06 0 2.41452e-06 5.04206e-06 0 5.07659e-06 0 0 0 4.31453e-06 Variance: 3.66277e-08 Variances/cluster: 0 3.24389e-08 6.86694e-32 4.0355e-07 3.04172e-08 2.73401e-08 1.75159e-06 4.41362e-08 3.67509e-08 2.10177e-08 3.37237e-08 2.3892e-08 3.0183e-08 4.56332e-08 4.13014e-08 3.63983e-08 1.9926e-08 1.32302e-07 0 3.70838e-08 2.48627e-08 3.19431e-08 2.36213e-08 3.53733e-08 3.87759e-08 0 2.37344e-08 3.09418e-08 3.49825e-08 3.47027e-08 2.87913e-08 3.12225e-08 3.78487e-08 2.13543e-08 4.01657e-08 0 3.51508e-08 2.10728e-08 4.53129e-08 3.11436e-08 2.6535e-08 3.79516e-08 0 0 3.01878e-08 0 8.95767e-07 5.05413e-08 0 3.24351e-08 3.21012e-08 2.73772e-08 3.6743e-08 0 5.47372e-08 0 2.41515e-08 0 2.37104e-08 2.42759e-08 2.12435e-08 3.94433e-08 2.67973e-31 4.24655e-08 3.72613e-08 3.56776e-08 2.64183e-08 0 8.94171e-08 7.75624e-08 0 2.08895e-08 0 0 0 1.72567e-07 -------------------------------------------------------------- Initialization seed trial #282 of 1000; initialization seed = 493576507 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 493998 Distortion: 0.039764 Distortions/cluster: 3.8241e-06 5.17795e-06 1.91516e-06 1.74869e-06 8.27371e-06 3.91809e-06 3.90181e-06 2.03001e-06 2.99777e-06 2.03334e-06 2.14562e-06 3.13855e-06 0.00391362 2.18492e-06 2.37044e-35 2.95383e-06 3.92906e-06 2.06075e-06 2.35742e-06 2.22499e-06 3.71847e-06 2.37093e-06 2.16933e-06 4.90622e-06 3.73888e-06 2.60697e-06 0 2.59454e-06 1.76688e-06 2.15505e-06 3.45411e-06 3.18195e-06 1.42826e-05 3.78692e-06 2.64844e-06 0.0356196 3.00134e-06 0 2.45348e-05 5.43747e-06 0 4.24031e-06 4.23921e-06 2.50374e-06 2.68177e-06 4.55213e-06 3.23657e-06 5.02253e-06 0 3.20184e-06 0 0 3.98199e-06 4.55036e-06 4.81569e-35 0 1.63976e-06 0 4.56695e-06 0 2.95434e-06 4.13574e-06 0 4.41039e-06 2.72443e-06 3.32013e-06 2.5252e-06 1.6074e-06 2.15864e-06 4.7088e-06 0 4.75334e-06 0 3.51981e-06 2.91876e-06 3.46127e-06 Variance: 6.80424e-06 Variances/cluster: 2.81092e-08 3.15701e-08 2.17612e-08 1.94276e-08 9.40102e-08 3.3477e-08 7.80287e-08 3.22116e-08 3.44541e-08 2.54145e-08 3.2499e-08 3.33859e-08 0.00391989 2.69716e-08 0 3.78666e-08 4.41335e-08 2.14642e-08 2.40532e-08 2.61741e-08 3.87309e-08 4.08744e-08 2.89211e-08 2.65114e-08 4.06375e-08 2.1193e-08 0 4.71576e-08 2.5239e-08 1.75192e-08 3.52343e-08 2.37439e-08 7.14025e-07 3.82393e-08 2.84753e-08 0.035575 5.08533e-08 0 2.72576e-06 2.89202e-08 0 2.11997e-08 3.99799e-08 2.052e-08 2.41521e-08 3.67075e-08 3.08218e-08 5.23021e-08 0 4.1036e-08 0 0 4.10382e-08 3.75943e-08 2.67973e-31 0 1.82174e-08 0 1.69132e-07 0 3.5168e-08 4.3077e-08 0 2.95969e-08 3.49171e-08 2.0749e-08 2.08669e-08 3.21374e-08 2.09558e-08 5.47487e-08 0 1.31993e-07 0 2.33078e-08 2.65311e-08 2.7468e-08 -------------------------------------------------------------- Initialization seed trial #283 of 1000; initialization seed = 493576508 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 722750 Distortion: 0.000233042 Distortions/cluster: 6.98059e-06 2.55964e-06 2.88164e-06 2.367e-06 5.80225e-06 3.66201e-06 5.3634e-06 5.63372e-06 2.47094e-06 2.70738e-06 2.4511e-06 4.81569e-35 2.7157e-06 1.79897e-06 1.42826e-05 2.70934e-06 3.72899e-06 5.71888e-06 9.64317e-35 5.29941e-06 5.22517e-06 6.03462e-06 3.29214e-06 0 6.82062e-06 4.0953e-06 3.75427e-06 4.31072e-06 2.48679e-06 3.14523e-06 3.4166e-06 2.32152e-06 2.45007e-06 1.08283e-34 3.52284e-06 3.61992e-06 2.23298e-06 1.95546e-06 2.74726e-06 2.37044e-35 6.00382e-06 0 3.56917e-06 1.75718e-06 0 1.27749e-35 0 0 0 7.1218e-06 5.2913e-06 2.21784e-06 3.58513e-06 0 0 2.45348e-05 2.51447e-06 2.18048e-06 0 2.68458e-06 0 3.63809e-06 0 1.92449e-06 3.82735e-06 2.73273e-06 1.9412e-06 0 2.03618e-06 4.2551e-06 3.32488e-06 1.861e-06 0 2.93682e-06 2.53878e-06 0 Variance: 3.98772e-08 Variances/cluster: 4.65218e-08 2.66603e-08 2.40116e-08 2.88634e-08 2.858e-08 1.07697e-07 7.88657e-08 3.49807e-08 1.94539e-08 3.70851e-08 1.96071e-08 2.67973e-31 4.11334e-08 2.02112e-08 7.14025e-07 3.56464e-08 2.33042e-08 4.05463e-08 6.86694e-32 2.8949e-08 2.72121e-08 2.92847e-08 2.19457e-08 0 3.00442e-08 4.17852e-08 4.75081e-08 4.58444e-08 2.76287e-08 4.13816e-08 2.58805e-08 2.07256e-08 1.97563e-08 0 4.00202e-08 2.39707e-08 1.59484e-07 2.79319e-08 3.81442e-08 0 4.02813e-08 0 7.59326e-08 2.37429e-08 0 0 0 0 0 3.31217e-08 1.35629e-07 2.46406e-08 3.85371e-08 0 0 2.72576e-06 3.80854e-08 3.82505e-08 0 2.94982e-08 0 4.18135e-08 0 4.00804e-08 3.67983e-08 3.25296e-08 2.55398e-08 0 2.39522e-08 3.93862e-08 1.91069e-08 5.02928e-08 0 3.22699e-08 3.02209e-08 0 -------------------------------------------------------------- Initialization seed trial #284 of 1000; initialization seed = 493576509 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 498898 Distortion: 0.0358335 Distortions/cluster: 2.7956e-06 1.61087e-06 2.31713e-06 4.78484e-06 2.60368e-06 4.46123e-06 5.09511e-06 2.17571e-06 2.98896e-06 3.16061e-06 1.589e-06 4.10894e-06 2.87876e-06 3.57213e-06 8.16378e-06 3.35769e-06 4.56695e-06 3.57191e-06 5.19909e-06 2.37044e-35 5.63627e-06 7.68304e-06 0 2.2595e-06 2.80991e-06 1.27749e-35 1.85091e-06 5.02013e-06 3.96642e-06 4.53377e-06 4.98804e-06 3.70074e-06 4.58646e-06 5.321e-06 2.27185e-06 2.78748e-06 4.97515e-06 4.02597e-06 0 0 0.0356196 1.85022e-06 2.71676e-06 1.88198e-06 1.48557e-06 2.4873e-06 2.24119e-06 1.40309e-06 1.90504e-06 2.38544e-06 2.70918e-06 4.00316e-06 1.08283e-34 6.45786e-06 0 2.553e-06 3.90472e-06 0 0 0 3.09338e-06 0 5.16843e-06 2.52518e-06 0 0 9.85484e-06 0 5.25522e-06 2.09035e-06 2.90671e-06 0 3.96819e-06 5.69627e-06 4.81569e-35 0 Variance: 6.13168e-06 Variances/cluster: 2.36894e-08 1.87294e-08 2.41346e-08 3.98607e-08 2.62975e-08 2.85951e-08 3.26503e-08 2.50058e-08 2.00578e-08 2.3237e-08 2.60467e-08 2.89336e-08 2.64075e-08 3.79984e-08 9.38273e-08 2.36434e-08 1.69132e-07 3.84043e-08 4.51947e-08 0 4.11274e-08 3.78354e-08 0 2.28212e-08 2.09676e-08 0 3.36497e-08 1.32065e-07 4.04702e-08 4.08313e-08 4.05399e-08 4.15687e-08 3.27575e-08 2.81442e-08 2.98902e-08 2.17753e-08 4.60509e-08 5.09463e-08 0 0 0.035575 2.17654e-08 3.52798e-08 1.63636e-08 2.70079e-08 1.92797e-08 3.34479e-08 2.69801e-08 5.01283e-08 2.09225e-08 2.11636e-08 4.16959e-08 0 4.0355e-07 0 2.36368e-08 4.244e-08 0 0 0 3.36206e-08 0 3.05723e-08 2.49989e-08 0 0 8.95767e-07 0 1.75159e-06 1.97182e-08 2.82181e-08 0 3.57464e-08 5.27272e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #285 of 1000; initialization seed = 493576510 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 62 BIC score: 499126 Distortion: 0.0358292 Distortions/cluster: 4.79965e-06 2.46912e-06 5.30907e-06 3.88754e-06 3.11044e-06 2.85499e-06 3.11132e-06 5.02217e-06 2.3139e-06 3.11149e-06 3.14555e-06 2.37044e-35 3.10578e-06 2.75505e-06 0 3.71657e-06 4.08343e-06 0.0356196 2.71676e-06 0 4.81569e-35 4.18116e-06 3.80609e-06 0 5.15973e-06 3.26334e-06 3.10623e-06 5.51547e-06 5.54967e-06 2.26267e-06 2.40849e-06 2.55616e-06 0 4.89025e-06 3.71741e-06 2.3275e-06 2.93091e-06 3.38973e-06 3.13032e-06 3.8805e-06 0 5.25522e-06 2.66564e-06 0 3.66201e-06 2.93619e-06 1.73643e-06 9.85484e-06 2.58829e-06 2.62512e-06 3.26789e-06 0 3.39327e-06 6.31227e-06 4.33019e-06 2.81636e-06 1.34667e-06 5.25857e-06 0 1.08283e-34 2.95925e-06 3.80799e-06 2.40774e-06 0 4.76313e-06 6.08629e-06 2.43793e-06 1.27749e-35 0 1.92421e-06 3.17636e-06 2.13212e-06 0 4.32926e-06 0 0 Variance: 6.13094e-06 Variances/cluster: 3.42778e-07 2.07465e-08 3.05093e-08 3.35104e-08 2.17495e-08 1.0977e-07 2.22218e-08 2.83714e-08 3.12584e-08 2.70532e-08 3.45558e-08 0 2.69979e-08 2.31489e-08 0 4.08379e-08 3.34599e-08 0.035575 3.77205e-08 0 2.67973e-31 4.01904e-08 4.1368e-08 0 3.07096e-08 2.56872e-08 3.83455e-08 4.37592e-08 4.66214e-08 3.27896e-08 2.64581e-08 1.111e-07 0 7.40876e-08 2.8153e-08 2.37479e-08 3.25628e-08 3.98756e-08 1.83043e-08 5.38912e-08 0 1.75159e-06 3.41719e-08 0 1.07697e-07 2.59817e-08 3.94511e-08 8.95767e-07 1.99076e-08 3.20111e-08 2.22282e-08 0 3.89999e-08 2.89528e-08 2.48837e-08 2.70778e-08 2.69242e-07 2.82694e-08 0 0 2.12877e-08 3.04612e-08 2.79944e-08 0 4.00132e-08 4.54055e-08 2.34396e-08 0 0 1.48005e-07 3.0532e-08 2.73325e-08 0 3.73101e-08 0 0 -------------------------------------------------------------- Initialization seed trial #286 of 1000; initialization seed = 493576511 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 726239 Distortion: 0.000216062 Distortions/cluster: 2.41435e-06 3.53124e-06 6.45786e-06 3.22169e-06 3.23501e-06 6.32116e-06 2.21623e-06 4.83982e-06 5.12425e-06 2.80326e-06 2.9745e-06 5.25522e-06 1.59001e-06 2.79221e-06 2.79191e-06 4.2929e-06 4.18292e-06 2.37044e-35 2.92979e-06 4.81569e-35 4.24101e-06 4.40642e-06 4.56695e-06 3.90354e-06 0 3.17333e-06 2.09391e-06 3.56261e-06 2.44192e-06 3.04458e-06 4.16382e-06 3.99766e-06 5.59633e-06 4.18247e-06 0 0 4.47862e-06 0 2.11027e-06 3.16033e-06 0 9.85484e-06 5.64613e-06 5.29296e-06 3.8896e-06 0 2.31588e-06 3.46866e-06 2.69678e-06 2.94308e-06 2.3019e-06 3.51634e-06 8.29035e-06 3.98467e-06 0 0 0 2.44554e-06 2.40562e-06 4.13344e-06 9.64317e-35 1.08283e-34 5.18454e-06 3.20393e-06 0 0 3.73755e-06 5.74478e-06 0 0 0 5.79806e-06 0 0 3.10972e-06 1.27749e-35 Variance: 3.69717e-08 Variances/cluster: 2.56821e-08 4.15404e-08 4.0355e-07 2.49661e-08 3.71725e-08 5.4488e-08 3.25885e-08 3.96576e-08 2.71101e-08 3.4605e-08 2.85914e-08 1.75159e-06 2.338e-08 3.93147e-08 2.28818e-08 4.20847e-08 3.34605e-08 0 3.01941e-08 2.67973e-31 2.43715e-08 2.87976e-08 1.69132e-07 2.24322e-08 0 3.27042e-08 4.75728e-08 1.99011e-08 2.80647e-08 2.01604e-08 3.58921e-08 2.43736e-08 2.52065e-08 4.02029e-08 0 0 4.81424e-08 0 3.51594e-08 3.762e-08 0 8.95767e-07 4.82431e-08 3.04167e-08 3.13574e-08 0 2.14411e-08 4.032e-08 2.09029e-08 2.35369e-08 3.15301e-08 2.68394e-08 9.41992e-08 2.33001e-08 0 0 0 2.87684e-08 3.48528e-08 3.69025e-08 6.86694e-32 0 1.3639e-07 4.15957e-08 0 0 3.892e-08 3.73006e-08 0 0 0 2.87007e-08 0 0 3.83882e-08 0 -------------------------------------------------------------- Initialization seed trial #287 of 1000; initialization seed = 493576512 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 594830 Distortion: 0.00412249 Distortions/cluster: 9.85484e-06 3.97715e-06 3.07141e-06 2.40033e-06 1.95985e-06 5.25522e-06 3.23387e-06 0 9.64317e-35 3.77172e-06 2.84649e-06 2.49884e-06 3.10486e-06 2.37044e-35 2.49902e-06 3.95641e-06 2.25239e-06 2.60654e-06 6.45786e-06 3.96927e-06 3.30159e-06 4.32826e-06 0 3.10447e-06 0 4.69127e-06 3.98562e-06 2.59049e-06 2.77927e-06 2.4783e-06 2.56525e-06 2.56514e-06 4.02538e-06 5.25047e-06 4.15469e-06 1.39581e-06 2.75265e-06 5.58821e-06 2.64005e-06 2.85499e-06 0 0 0 2.85341e-06 1.75712e-06 2.3404e-06 2.57913e-06 2.30621e-06 4.69463e-06 2.18212e-06 1.6419e-06 2.36584e-06 0 2.75101e-06 0 0 4.81569e-35 3.18129e-06 3.65682e-06 9.78934e-06 3.25846e-06 0 3.24424e-06 2.26652e-06 2.53282e-06 1.80131e-06 4.26605e-06 2.5105e-06 1.74921e-06 0 3.95604e-06 5.31917e-06 4.19739e-06 4.68749e-06 2.21097e-06 0.00391362 Variance: 7.05423e-07 Variances/cluster: 8.95767e-07 3.898e-08 2.07509e-08 3.80971e-08 3.26613e-08 1.75159e-06 2.62889e-08 0 6.86694e-32 2.28569e-08 2.06245e-08 2.93952e-08 2.28278e-08 0 3.90437e-08 3.66218e-08 2.78048e-08 2.28624e-08 4.0355e-07 3.12438e-08 3.92927e-08 2.70492e-08 0 4.03045e-08 0 2.77499e-08 3.49501e-08 5.18051e-08 3.65666e-08 2.31589e-08 2.51465e-08 1.8722e-08 1.67712e-07 3.917e-08 4.1122e-08 2.63337e-08 1.14655e-07 2.75257e-08 2.44422e-08 1.0977e-07 0 0 0 2.4386e-08 3.81955e-08 2.25019e-08 3.30627e-08 2.26079e-08 2.97031e-08 2.76193e-08 3.73126e-08 3.8782e-08 0 2.86539e-08 0 0 2.67973e-31 2.44694e-08 3.84802e-08 4.18209e-08 5.25512e-08 0 2.14825e-08 3.54119e-08 2.18321e-08 7.83105e-08 4.10064e-08 3.21831e-08 2.42925e-08 0 3.26916e-08 2.98804e-08 4.76829e-08 7.3235e-08 2.32713e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #288 of 1000; initialization seed = 493576513 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 499164 Distortion: 0.0358314 Distortions/cluster: 4.56695e-06 4.31004e-06 3.07191e-06 4.25897e-06 2.89898e-06 1.34667e-06 2.38495e-06 3.48335e-06 4.61837e-06 2.37044e-35 3.1142e-06 4.40748e-06 1.66267e-06 3.39005e-06 2.18422e-06 0 3.91556e-06 2.79189e-06 4.73081e-06 3.30216e-06 2.85944e-06 2.95427e-06 4.39548e-06 2.29182e-06 4.46806e-06 2.57484e-06 5.25522e-06 6.17143e-06 4.13269e-06 0 0 3.41763e-06 4.59928e-06 8.55988e-06 2.26782e-06 0 2.47507e-06 3.58704e-06 2.67218e-06 4.79087e-06 0 1.92031e-06 0 0.0356196 0 0 4.81569e-35 1.08283e-34 2.77694e-06 3.67127e-06 3.44216e-06 0 0 0 1.73865e-06 4.97477e-06 0 3.83926e-06 1.07407e-06 4.2179e-06 2.01038e-06 3.27536e-06 3.93292e-06 3.19526e-06 9.85484e-06 4.27088e-06 0 2.76504e-06 3.95834e-06 0 1.27749e-35 5.80416e-06 5.10197e-06 3.12522e-06 2.35408e-06 6.58393e-06 Variance: 6.13131e-06 Variances/cluster: 1.69132e-07 4.10444e-08 2.11832e-08 1.18266e-07 3.66931e-08 2.69242e-07 3.09707e-08 2.2765e-08 3.57897e-08 0 2.66146e-08 3.36337e-08 2.72544e-08 2.18687e-08 2.20607e-08 0 2.988e-08 2.56106e-08 4.26066e-08 2.2929e-08 2.50806e-08 6.712e-08 2.53991e-08 2.26892e-08 3.4364e-07 2.29877e-08 1.75159e-06 4.28538e-08 4.011e-08 0 0 2.07111e-08 3.00507e-08 9.61687e-08 2.51951e-08 0 1.97988e-08 3.35207e-08 1.97922e-08 5.2059e-08 0 1.28007e-07 0 0.035575 0 0 2.67973e-31 0 1.7574e-08 2.33819e-08 3.70014e-08 0 0 0 2.63406e-08 4.11004e-08 0 3.55373e-08 2.49761e-08 3.12411e-08 2.25862e-08 4.30825e-08 5.46192e-08 3.3281e-08 8.95767e-07 3.65003e-08 0 2.63315e-08 3.84179e-08 0 0 2.5794e-08 3.80621e-08 2.79013e-08 2.10168e-08 4.98746e-08 -------------------------------------------------------------- Initialization seed trial #289 of 1000; initialization seed = 493576514 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 718485 Distortion: 0.000254761 Distortions/cluster: 3.05242e-06 2.85852e-06 2.37044e-35 3.3262e-06 3.14451e-06 3.23455e-06 3.19109e-06 9.64317e-35 5.06895e-06 3.80911e-06 2.31813e-06 4.82211e-06 3.19075e-06 6.66608e-06 2.41479e-06 2.26282e-06 3.174e-06 2.926e-06 6.03902e-06 3.53998e-06 4.81569e-35 3.43656e-06 2.70853e-06 2.90235e-06 3.12736e-06 3.81791e-06 0 0 2.86102e-06 1.27749e-35 0 2.48151e-06 4.19391e-06 3.56894e-06 0 2.31237e-06 0 4.25195e-06 2.56202e-06 0 0 3.21977e-06 0 4.21645e-06 2.64746e-06 2.64618e-06 3.42472e-06 2.00962e-06 3.35698e-06 3.01193e-05 3.17659e-06 2.20965e-06 5.20552e-06 2.71382e-06 3.9555e-06 4.08341e-05 2.28579e-06 2.06696e-06 3.53541e-06 1.08283e-34 2.34866e-06 3.47212e-06 2.84297e-06 0 2.84248e-06 3.03391e-06 2.87343e-06 0 0 2.84826e-06 3.31993e-06 3.11719e-06 0 0 2.64177e-06 4.53342e-06 Variance: 4.35937e-08 Variances/cluster: 3.67729e-08 3.6181e-08 0 2.72615e-08 2.01553e-08 4.31239e-08 3.98852e-08 6.86694e-32 3.09051e-08 2.70061e-08 3.62094e-08 3.13097e-08 2.38095e-08 1.55011e-07 3.65756e-08 9.83494e-08 2.21939e-08 2.78576e-08 3.7497e-08 5.28309e-08 2.67973e-31 2.41983e-08 2.02111e-08 3.67266e-08 2.8172e-08 3.60061e-08 0 0 3.66682e-08 0 0 4.42993e-08 3.74334e-08 2.53095e-08 0 3.21135e-08 0 4.00995e-08 4.49448e-08 0 0 3.46107e-08 0 2.45118e-08 2.67394e-08 4.26664e-08 3.05751e-08 3.94011e-08 3.32267e-08 3.62844e-07 4.74089e-08 2.98574e-08 2.53906e-08 3.52329e-08 8.07169e-08 2.72194e-06 2.21901e-08 2.61617e-08 2.47151e-08 0 3.35412e-08 3.01898e-08 3.30549e-08 0 1.18397e-07 2.70853e-08 2.08201e-08 0 0 3.90055e-08 2.12791e-08 2.07789e-08 0 0 2.21978e-08 2.60518e-08 -------------------------------------------------------------- Initialization seed trial #290 of 1000; initialization seed = 493576515 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 499026 Distortion: 0.0358297 Distortions/cluster: 1.83997e-06 4.72031e-06 5.17853e-06 2.83118e-06 4.00816e-06 0 3.715e-06 3.45567e-06 4.18805e-06 1.78111e-06 5.02494e-06 5.76608e-06 3.11648e-06 2.61827e-06 3.80871e-06 2.18401e-06 3.64787e-06 4.41067e-06 2.50075e-06 2.76078e-06 3.32414e-06 2.09486e-06 2.22213e-06 6.75189e-06 3.77233e-06 1.68615e-06 3.25774e-06 3.38792e-06 2.24482e-06 2.02738e-06 2.75265e-06 4.11823e-06 2.37044e-35 2.23676e-06 2.87376e-06 0 6.02417e-06 9.85484e-06 1.78967e-06 0 2.66983e-06 0 0 2.17272e-06 0 2.40408e-06 6.45786e-06 0 0 3.35772e-06 0 7.40903e-06 1.5832e-06 5.25522e-06 1.27749e-35 0 1.98473e-06 2.91316e-06 3.07658e-06 4.66451e-06 0.0356196 3.12093e-06 2.39653e-06 4.29447e-06 2.10953e-06 3.7501e-06 2.85499e-06 1.08283e-34 4.39903e-06 3.83697e-06 2.47267e-06 2.61526e-06 4.81569e-35 0 6.40599e-06 0 Variance: 6.13103e-06 Variances/cluster: 2.62822e-08 4.13926e-08 3.02812e-08 2.6961e-08 2.17816e-08 0 3.82864e-08 2.65734e-08 3.14864e-08 1.48415e-07 3.8346e-08 2.81247e-08 3.24605e-08 2.01382e-08 4.13861e-08 5.07865e-08 2.80581e-08 3.73663e-08 2.15559e-08 3.58515e-08 2.81674e-08 2.52363e-08 2.74314e-08 3.12486e-08 4.01277e-08 9.36674e-08 4.72094e-08 3.64175e-08 2.36269e-08 1.91246e-08 1.14655e-07 2.98396e-08 0 2.57076e-08 3.6831e-08 0 4.46092e-08 8.95767e-07 2.59349e-08 0 1.94855e-08 0 0 3.50414e-08 0 3.20518e-08 4.0355e-07 0 0 3.81527e-08 0 8.81943e-08 2.63846e-08 1.75159e-06 0 0 2.15713e-08 2.42742e-08 4.80571e-08 4.20087e-08 0.035575 3.31984e-08 2.39632e-08 3.79929e-08 2.60412e-08 4.07584e-08 1.0977e-07 0 2.23281e-08 2.41296e-08 3.92463e-08 1.79112e-08 2.67973e-31 0 3.15462e-08 0 -------------------------------------------------------------- Initialization seed trial #291 of 1000; initialization seed = 493576516 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 723061 Distortion: 0.000228898 Distortions/cluster: 2.13431e-06 1.08283e-34 1.59718e-06 2.01657e-06 2.74253e-06 1.72045e-06 3.09388e-06 2.37044e-35 2.23289e-06 1.52266e-06 3.27816e-06 4.56695e-06 2.13952e-06 2.88315e-06 1.86184e-06 2.84723e-06 4.44992e-06 2.44157e-06 3.53581e-06 2.79955e-06 9.64317e-35 4.43309e-06 1.32391e-06 3.38034e-06 1.80714e-06 2.67993e-06 0 3.38033e-06 1.78345e-06 3.32794e-06 4.53539e-06 0 2.96681e-06 1.90824e-06 4.22865e-06 1.27749e-35 3.43338e-06 2.18257e-06 2.45348e-05 2.41181e-06 5.72961e-06 4.93579e-06 3.14222e-06 5.43575e-06 1.59192e-05 1.63679e-06 3.06494e-06 3.24295e-06 1.25677e-06 4.12523e-06 4.01221e-06 0 0 8.55988e-06 3.17594e-06 0 3.21508e-06 0 0 5.06113e-06 0 2.79697e-06 0 4.81569e-35 3.87008e-06 3.35023e-06 3.12314e-06 4.62043e-06 4.00773e-06 3.35782e-06 2.46849e-06 2.73145e-06 5.28595e-06 2.38338e-06 0 2.20669e-06 Variance: 3.9168e-08 Variances/cluster: 2.57123e-08 0 4.094e-08 2.83931e-08 3.51497e-08 3.30756e-08 2.6441e-08 0 5.31478e-08 1.87961e-08 3.76768e-08 1.69132e-07 3.29047e-08 3.8959e-08 3.57926e-08 3.42928e-08 3.55964e-08 2.28157e-08 3.68202e-08 1.95756e-08 6.86694e-32 2.75323e-08 2.32239e-08 2.33106e-08 2.96219e-08 2.39254e-08 0 2.72583e-08 1.81964e-08 3.61613e-08 2.68343e-08 0 6.4476e-08 2.65009e-08 3.01948e-08 0 2.27356e-08 3.40914e-08 2.72576e-06 3.39579e-08 2.99881e-08 2.72672e-08 3.3073e-08 3.21535e-08 7.5794e-07 2.02054e-08 2.27013e-08 4.05334e-08 2.41658e-08 3.12491e-08 1.14597e-07 0 0 9.61687e-08 3.52851e-08 0 2.74763e-08 0 0 2.51776e-08 0 3.63214e-08 0 2.67973e-31 7.73757e-08 2.76854e-08 2.16866e-08 2.97995e-08 4.77068e-08 5.32941e-08 3.62894e-08 3.45643e-08 3.18403e-08 1.93748e-08 0 3.67757e-08 -------------------------------------------------------------- Initialization seed trial #292 of 1000; initialization seed = 493576517 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 594384 Distortion: 0.00412219 Distortions/cluster: 5.2913e-06 1.93744e-06 1.45487e-06 7.10407e-06 5.3908e-06 4.81569e-35 1.89488e-06 3.97754e-06 5.25522e-06 1.31107e-06 1.60139e-06 3.44792e-06 1.92479e-06 9.85484e-06 2.84742e-06 2.18787e-06 2.03084e-06 2.37044e-35 5.08975e-06 0 1.69923e-06 2.09372e-06 1.39519e-06 3.17837e-06 2.15077e-06 2.0208e-06 1.19395e-06 2.69877e-06 1.34641e-06 1.93962e-06 1.34591e-06 3.02173e-06 8.08723e-07 2.9229e-06 5.39646e-06 3.95966e-06 2.94402e-06 4.49685e-06 2.65293e-06 0 1.85116e-06 2.74114e-06 2.97511e-06 6.3841e-06 5.60313e-06 2.51516e-06 9.64317e-35 3.09267e-06 0 6.73352e-06 0 0.00391362 6.52415e-06 6.45786e-06 4.91909e-06 2.39421e-06 0 3.52348e-06 2.5411e-06 1.97177e-06 1.68237e-06 1.32646e-06 4.06429e-06 2.83137e-06 3.958e-06 1.47752e-06 5.77955e-06 2.00941e-06 1.81567e-06 3.51958e-06 2.37498e-06 2.34078e-06 2.33408e-06 1.23084e-06 0 1.72709e-06 Variance: 7.05371e-07 Variances/cluster: 1.35629e-07 2.65379e-08 1.86506e-08 4.9318e-08 7.92686e-08 2.67973e-31 3.38345e-08 2.35337e-08 1.75159e-06 2.62183e-08 3.81249e-08 2.53502e-08 3.31832e-08 8.95767e-07 3.79623e-08 5.20879e-08 2.25625e-08 0 2.9762e-08 0 3.14644e-08 1.61041e-07 2.79013e-08 3.30973e-08 2.02882e-08 2.80642e-08 2.17056e-08 2.15876e-08 3.54293e-08 2.22924e-08 3.05868e-08 4.64726e-08 2.6955e-08 1.7713e-08 4.90435e-08 2.86838e-08 2.31793e-08 3.12179e-08 1.88129e-08 0 2.43549e-08 4.03074e-08 2.52106e-08 4.90938e-08 2.94804e-08 2.70424e-08 6.86694e-32 4.75754e-08 0 4.39956e-08 0 0.00391989 4.00127e-08 4.0355e-07 4.06403e-08 2.51993e-08 0 2.91101e-08 2.24856e-08 1.97155e-08 2.75776e-08 2.76315e-08 3.12611e-08 2.35927e-08 2.69228e-08 2.27292e-08 4.41042e-08 2.07137e-08 2.63119e-08 1.06645e-07 3.83037e-08 3.20626e-08 1.99477e-08 2.32214e-08 0 3.13989e-08 -------------------------------------------------------------- Initialization seed trial #293 of 1000; initialization seed = 493576518 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 726829 Distortion: 0.000209506 Distortions/cluster: 5.72456e-06 5.38401e-06 3.49876e-06 2.14976e-06 2.4468e-06 4.51312e-06 4.17844e-06 4.24955e-06 3.68887e-06 2.51868e-06 2.89773e-06 0 1.28968e-06 1.66519e-06 1.44993e-06 2.04821e-06 1.37949e-06 2.18946e-06 2.23939e-06 2.03806e-06 2.86256e-06 4.65714e-06 4.24476e-06 2.79276e-06 1.83086e-06 9.64317e-35 3.10311e-06 2.91222e-06 2.37044e-35 1.35888e-06 3.07793e-06 0 0 6.45786e-06 3.49821e-06 2.42052e-06 2.84166e-06 4.07847e-06 4.17614e-06 4.81569e-35 3.97686e-06 3.8178e-06 3.64359e-06 9.85484e-06 2.88554e-06 3.32686e-06 3.37145e-06 2.01583e-06 3.51077e-06 3.61482e-06 2.09372e-06 0 0 3.82182e-06 0 5.25522e-06 4.98233e-06 4.20067e-06 1.62707e-06 1.27749e-35 0 3.4963e-06 4.51979e-06 3.64687e-06 4.03176e-06 1.63797e-06 3.8278e-06 0 1.08283e-34 5.07157e-06 3.6394e-06 0 2.53165e-06 3.49279e-06 1.64635e-06 4.10175e-06 Variance: 3.58498e-08 Variances/cluster: 5.40006e-08 7.91687e-08 3.76178e-08 2.23913e-08 3.70605e-08 3.0491e-08 1.16056e-07 4.12443e-08 3.51209e-08 2.67856e-08 3.44856e-08 0 1.92466e-08 2.72953e-08 1.95915e-08 3.47039e-08 1.70292e-08 2.21138e-08 2.01723e-08 1.92247e-08 3.97457e-08 3.60902e-08 3.14324e-08 2.30786e-08 2.57845e-08 6.86694e-32 3.65043e-08 2.69618e-08 0 2.56363e-08 2.42335e-08 0 0 4.0355e-07 2.41177e-08 3.06368e-08 3.78763e-08 2.83202e-08 2.44194e-08 2.67973e-31 4.14231e-08 7.20099e-08 3.71683e-08 8.95767e-07 3.16986e-08 2.86703e-08 4.5556e-08 2.48845e-08 2.72129e-08 2.10145e-08 1.61041e-07 0 0 4.06542e-08 0 1.75159e-06 3.27758e-08 2.35972e-08 1.62693e-08 0 0 3.03999e-08 3.89511e-08 3.96366e-08 1.15155e-07 1.97328e-08 2.37731e-08 0 0 3.0549e-08 3.33863e-08 0 3.28756e-08 3.75445e-08 1.91415e-08 5.85787e-08 -------------------------------------------------------------- Initialization seed trial #294 of 1000; initialization seed = 493576519 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 499170 Distortion: 0.0358348 Distortions/cluster: 4.81569e-35 3.65186e-06 2.36259e-06 1.178e-06 1.27749e-35 2.96152e-06 3.04734e-06 3.00095e-06 2.97103e-06 3.7776e-06 2.37044e-35 1.60662e-06 7.55091e-06 2.11261e-06 0.0356196 5.44275e-06 5.58964e-06 2.2564e-06 0 2.39224e-06 5.5155e-06 2.1533e-06 1.68638e-06 3.84759e-06 2.47e-06 2.25287e-06 2.68697e-06 2.52311e-06 0 0 2.80259e-06 2.16898e-06 1.23567e-06 0 8.9912e-06 7.46021e-06 1.56956e-06 2.57305e-06 1.75411e-06 2.82862e-06 1.74839e-06 1.60002e-06 3.42944e-06 2.72521e-06 6.9072e-06 4.32398e-06 2.1557e-06 0 2.828e-06 2.1314e-06 7.34307e-06 1.46243e-06 8.55988e-06 2.53298e-06 0 3.25914e-06 0 0 3.52731e-06 1.08283e-34 2.98705e-06 4.67563e-06 2.5382e-06 8.31326e-06 0 7.67365e-06 0 2.69381e-06 2.01497e-06 5.25522e-06 7.33662e-06 0 0 0 9.85484e-06 2.95904e-06 Variance: 6.1319e-06 Variances/cluster: 2.67973e-31 1.92186e-08 2.71538e-08 2.94473e-08 0 2.08533e-08 3.62747e-08 2.27325e-08 2.00727e-08 2.22193e-08 0 2.17091e-08 4.63092e-08 3.77226e-08 0.035575 3.37949e-08 3.99189e-07 3.13361e-08 0 2.57201e-08 1.37842e-07 2.0122e-08 2.55486e-08 5.41867e-08 2.80657e-08 1.4079e-07 2.09901e-08 2.05113e-08 0 0 2.27826e-08 2.30719e-08 3.98566e-08 0 4.51674e-08 5.00527e-08 2.45221e-08 3.6755e-08 2.08803e-08 1.88558e-08 2.53365e-08 3.33307e-08 2.43202e-08 3.73293e-08 2.95082e-08 1.72945e-07 2.11319e-08 0 3.67244e-08 2.36801e-08 4.42211e-08 3.24954e-08 9.61687e-08 2.5076e-08 0 2.56603e-08 0 0 4.10117e-08 0 2.92824e-08 4.1733e-08 2.34997e-08 5.0985e-08 0 5.08036e-08 0 2.74855e-08 2.55037e-08 1.75159e-06 3.50921e-08 0 0 0 8.95767e-07 2.50744e-08 -------------------------------------------------------------- Initialization seed trial #295 of 1000; initialization seed = 493576520 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 498886 Distortion: 0.035832 Distortions/cluster: 3.94573e-06 3.87378e-06 2.87443e-06 2.37044e-35 4.59293e-06 4.61824e-06 9.85484e-06 4.26813e-06 7.92944e-06 4.69631e-06 3.29327e-06 5.2913e-06 5.25522e-06 3.84958e-06 5.9104e-06 3.39642e-06 3.99663e-06 2.3171e-06 3.54624e-06 1.98318e-06 5.14128e-06 1.96924e-06 0 3.60671e-06 4.61104e-06 3.61119e-06 3.67635e-06 1.85258e-06 3.70385e-06 3.94106e-06 3.03341e-06 4.68434e-06 4.66347e-06 2.47359e-06 0 2.77859e-06 2.0831e-06 1.89689e-06 3.44883e-06 3.18823e-06 0 5.25507e-06 4.53493e-06 2.38946e-06 4.81569e-35 0 1.27749e-35 3.85923e-06 1.66558e-06 2.88739e-06 0 0.0356196 0 2.94739e-06 1.08283e-34 0 0 4.83306e-06 2.19575e-06 0 2.78733e-06 2.09372e-06 0 2.00555e-06 0 2.88809e-06 0 2.85782e-06 1.68615e-06 4.16078e-06 3.10815e-06 3.40365e-06 2.61452e-06 3.37602e-06 2.03287e-06 3.04929e-06 Variance: 6.13142e-06 Variances/cluster: 2.7203e-08 3.76065e-08 3.26611e-08 0 4.93821e-08 3.01815e-08 8.95767e-07 3.33419e-08 9.21938e-08 3.69668e-08 2.38614e-08 1.35629e-07 1.75159e-06 4.75105e-08 3.93959e-07 2.16307e-08 3.91699e-08 2.22775e-08 3.85345e-08 2.10958e-08 3.3382e-08 1.65468e-08 0 2.67141e-08 2.49163e-08 4.51249e-08 3.56814e-08 3.70482e-08 4.06991e-08 2.25184e-08 3.74371e-08 3.2074e-08 3.98456e-08 2.49836e-08 0 2.62105e-08 1.92857e-08 2.96364e-08 4.25745e-08 4.24969e-08 0 3.03735e-08 3.87475e-08 2.87863e-08 2.67973e-31 0 0 2.19255e-08 3.02805e-08 5.44626e-08 0 0.035575 0 3.2746e-08 0 0 0 4.35268e-08 4.87907e-08 0 2.46645e-08 1.61041e-07 0 2.70998e-08 0 2.62522e-08 0 2.18135e-08 9.36674e-08 2.49123e-08 4.0362e-08 3.58248e-08 2.53815e-08 3.83512e-08 1.88212e-08 2.40081e-08 -------------------------------------------------------------- Initialization seed trial #296 of 1000; initialization seed = 493576521 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 498438 Distortion: 0.0360974 Distortions/cluster: 3.45882e-06 1.97106e-06 3.93529e-06 2.91913e-06 6.72619e-06 2.58415e-06 1.75042e-06 5.2126e-06 5.25522e-06 3.04225e-06 0.000272219 3.297e-06 1.90076e-06 3.03429e-06 2.74836e-06 3.25015e-06 3.02732e-06 5.50674e-06 1.19727e-06 5.77334e-06 0.0356196 2.37044e-35 3.55546e-06 2.75197e-06 3.2806e-06 4.15528e-06 1.94225e-06 5.51758e-06 0 5.34233e-06 5.37081e-06 0 1.08283e-34 3.01631e-06 2.1729e-06 1.27749e-35 2.42047e-06 0 2.7456e-06 4.03697e-06 9.85484e-06 6.45786e-06 0 0 0 4.56695e-06 1.83314e-06 0 2.2557e-06 1.7779e-06 2.58843e-06 3.11607e-06 1.63467e-06 2.43384e-06 1.9888e-06 4.21004e-06 2.91084e-06 6.73583e-06 0 2.19976e-06 2.33182e-06 5.2991e-06 1.66393e-06 0 0 0 2.47239e-06 4.34478e-06 6.84908e-06 1.62395e-06 1.86522e-06 4.11826e-06 2.14447e-06 3.56749e-06 0 1.83909e-06 Variance: 6.17682e-06 Variances/cluster: 3.29382e-08 4.10602e-08 3.17336e-08 3.55963e-08 4.28281e-08 2.37057e-08 3.07063e-08 4.10306e-08 1.75159e-06 3.6214e-08 3.20226e-06 2.57556e-08 2.53412e-08 2.68494e-08 2.59248e-08 4.1665e-08 3.88084e-08 3.27674e-08 1.90025e-08 4.69237e-08 0.035575 0 2.59438e-08 2.41374e-08 2.34308e-08 8.47731e-08 2.23228e-08 3.01408e-08 0 2.51975e-08 4.36508e-08 0 0 3.81782e-08 3.50445e-08 0 2.54762e-08 0 3.22982e-08 3.70248e-08 8.95767e-07 4.0355e-07 0 0 0 1.69132e-07 1.68163e-08 0 1.84871e-08 2.27909e-08 2.05413e-08 2.66308e-08 1.96925e-08 1.9626e-08 3.01305e-08 3.18914e-08 1.87779e-08 5.14024e-08 0 3.23466e-08 3.19399e-08 3.65337e-08 2.07973e-08 0 0 0 3.86286e-08 1.20648e-07 4.82175e-08 1.78435e-08 2.16861e-08 3.51874e-08 2.97817e-08 2.22949e-08 0 5.10813e-08 -------------------------------------------------------------- Initialization seed trial #297 of 1000; initialization seed = 493576522 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 499683 Distortion: 0.035838 Distortions/cluster: 3.9008e-06 2.0849e-06 4.10867e-06 3.16016e-06 5.25522e-06 6.50685e-06 6.89075e-06 4.81569e-35 3.17687e-06 5.17919e-06 2.29979e-06 5.5155e-06 1.47318e-06 2.59951e-06 4.4574e-06 1.55467e-06 6.25519e-06 0.0356196 0 1.51074e-06 8.66831e-06 2.37044e-35 0 0 1.27749e-35 4.56695e-06 5.39873e-06 3.10889e-06 3.42822e-06 4.64044e-06 0 1.08283e-34 3.57865e-06 3.46605e-06 0 0 0 5.75537e-06 6.45786e-06 2.2764e-06 3.74824e-06 7.25262e-07 0 4.04268e-06 4.65919e-06 0 4.34042e-06 1.55605e-06 1.99701e-06 0 9.85484e-06 3.90181e-06 0 1.63706e-06 6.11579e-06 5.33832e-06 4.94154e-06 3.4163e-06 2.86657e-06 0 5.29753e-06 3.35141e-06 0 0 1.87552e-06 0 6.39945e-06 3.393e-06 0 3.25224e-06 1.95728e-06 5.36578e-06 4.81932e-06 0 3.17635e-06 3.16033e-06 Variance: 6.13245e-06 Variances/cluster: 2.93268e-08 3.30916e-08 4.32348e-08 3.51015e-08 1.75159e-06 3.71702e-08 3.23481e-08 2.67973e-31 1.84685e-08 3.27689e-08 3.53786e-08 1.37842e-07 4.75179e-08 5.77494e-08 4.12586e-08 3.0481e-08 2.89567e-08 0.035575 0 4.44298e-08 9.63048e-08 0 0 0 0 1.69132e-07 2.82563e-08 2.67984e-08 2.57732e-08 3.22223e-08 0 0 2.90922e-08 2.3738e-08 0 0 0 4.10965e-08 4.0355e-07 4.64429e-08 2.17895e-08 3.81687e-08 0 2.33661e-08 3.12667e-08 0 2.80003e-08 3.38241e-08 3.56586e-08 0 8.95767e-07 2.25513e-08 0 3.14792e-08 2.83113e-08 4.33871e-08 4.08269e-08 2.37215e-08 2.65392e-08 0 4.64541e-08 3.19154e-08 0 0 3.82725e-08 0 4.20978e-08 2.3398e-08 0 2.22736e-08 3.01096e-08 4.06365e-08 2.9739e-08 0 3.34323e-08 2.87278e-08 -------------------------------------------------------------- Initialization seed trial #298 of 1000; initialization seed = 493576523 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 594622 Distortion: 0.00412307 Distortions/cluster: 3.15456e-06 3.91871e-06 2.53424e-06 3.78782e-06 4.75899e-06 0.00391362 2.49097e-06 3.88625e-06 3.65468e-06 8.66831e-06 2.5558e-06 1.57552e-06 2.14644e-06 4.59717e-06 1.73641e-06 2.36177e-06 4.81569e-35 2.12847e-06 3.63921e-06 3.60273e-06 4.22289e-06 0 3.26355e-06 3.41284e-06 3.91927e-06 3.46584e-06 3.38082e-06 9.85484e-06 2.78139e-06 3.44186e-06 2.37044e-35 3.24769e-06 4.79965e-06 3.17648e-06 0 2.23919e-06 0 3.35047e-06 3.8316e-06 2.35221e-06 0 3.42064e-06 5.25522e-06 2.26647e-06 2.44542e-06 2.40652e-06 3.50377e-06 0 3.78508e-06 4.56695e-06 3.8797e-06 3.55298e-06 0 4.2792e-06 1.39733e-06 3.92286e-06 0 4.79225e-06 1.80335e-06 3.78593e-06 2.79299e-06 1.71177e-06 2.22335e-06 3.25902e-06 1.34667e-06 0 5.30545e-06 2.73131e-06 2.79354e-06 5.02915e-06 2.38841e-06 2.86807e-06 0 0 0 9.64317e-35 Variance: 7.05523e-07 Variances/cluster: 3.46543e-08 4.30485e-08 3.47042e-08 2.52499e-08 3.605e-08 0.00391989 1.96122e-08 4.13405e-08 3.23395e-08 9.63048e-08 1.93599e-08 2.04594e-08 1.66376e-08 4.55028e-08 2.48029e-08 2.31525e-08 2.67973e-31 2.99757e-08 3.46483e-08 4.14072e-08 2.54369e-08 0 4.66066e-08 2.33736e-08 3.29243e-08 3.09418e-08 2.84008e-08 8.95767e-07 3.97218e-08 3.78192e-08 0 2.47894e-08 3.42778e-07 3.73671e-08 0 1.96397e-08 0 2.08085e-08 5.47324e-08 2.30583e-08 0 3.67778e-08 1.75159e-06 2.28916e-08 4.00768e-08 2.18749e-08 2.61452e-08 0 4.02537e-08 1.69132e-07 3.95757e-08 3.77947e-08 0 2.79595e-08 1.96785e-08 2.90555e-08 0 2.95791e-08 2.77414e-08 2.95679e-08 3.77306e-08 2.59328e-08 2.31578e-08 3.35951e-08 2.69242e-07 0 2.99644e-08 3.68975e-08 3.49165e-08 1.32302e-07 2.0412e-08 3.33467e-08 0 0 0 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #299 of 1000; initialization seed = 493576524 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 594691 Distortion: 0.00412352 Distortions/cluster: 2.26956e-06 0.00391362 2.71146e-06 1.48986e-06 3.75082e-06 2.15077e-06 3.65853e-06 3.34175e-06 2.30594e-06 9.85484e-06 9.64317e-35 2.15691e-06 2.17785e-06 5.43995e-06 3.23552e-06 1.35222e-06 3.26337e-06 2.59438e-06 3.46553e-06 1.594e-06 2.83412e-06 3.36679e-06 3.32628e-06 2.37044e-35 2.08886e-06 2.06175e-06 5.18388e-06 4.27414e-06 1.83461e-06 7.76697e-06 3.8199e-06 0 3.02156e-06 4.81569e-35 4.7424e-06 0 1.82592e-06 1.88325e-06 4.65215e-06 3.04184e-06 5.25522e-06 0 3.82154e-06 4.63004e-06 2.74411e-06 0 2.53201e-06 2.88236e-06 4.30185e-06 4.62177e-06 3.99844e-06 5.04207e-06 6.45786e-06 3.10542e-06 0 0 3.19392e-06 3.44789e-06 3.29272e-06 5.06565e-06 0 2.85499e-06 0 3.26725e-06 2.75265e-06 5.04786e-06 2.25032e-06 1.79408e-06 0 2.68986e-06 2.40401e-06 5.15073e-06 0 1.98864e-06 2.76799e-06 0 Variance: 7.05599e-07 Variances/cluster: 5.53506e-08 0.00391989 2.31728e-08 1.73219e-08 3.15167e-08 1.72047e-08 3.84982e-08 3.83983e-08 2.40174e-08 8.95767e-07 6.86694e-32 3.47857e-08 2.26833e-08 2.81838e-08 3.71787e-08 2.14617e-08 3.79432e-08 2.81972e-08 3.89362e-08 1.92025e-08 3.99052e-08 2.37075e-08 2.42773e-08 0 2.13129e-08 3.17163e-08 2.77122e-08 1.64378e-07 1.95148e-08 9.03049e-08 3.44108e-08 0 2.39785e-08 2.67973e-31 3.48594e-08 0 2.31102e-08 2.94231e-08 2.59874e-08 3.57833e-08 1.75159e-06 0 2.22163e-08 2.94809e-08 4.0351e-08 0 3.77794e-08 2.71894e-08 4.01909e-08 3.85023e-08 3.47577e-08 3.23104e-08 4.0355e-07 3.83258e-08 0 0 2.04721e-08 3.31497e-08 3.07705e-08 4.29149e-08 0 1.0977e-07 0 4.29865e-08 1.14655e-07 3.09658e-08 1.97379e-08 3.73733e-08 0 2.44506e-08 2.73159e-08 4.68102e-08 0 2.96789e-08 4.6129e-08 0 -------------------------------------------------------------- Initialization seed trial #300 of 1000; initialization seed = 493576525 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 727215 Distortion: 0.000209357 Distortions/cluster: 2.83944e-06 4.98256e-06 5.58964e-06 1.96976e-06 3.54912e-06 1.86801e-06 2.78779e-06 4.57458e-06 3.21821e-06 2.91963e-06 2.82973e-06 4.30855e-06 2.17522e-06 2.81248e-06 0 2.37044e-35 4.06436e-06 2.727e-06 3.06418e-06 9.64317e-35 3.95094e-06 3.82817e-06 3.96872e-06 3.32083e-06 3.4181e-06 0 3.22396e-06 0 3.99778e-06 3.52287e-06 4.81569e-35 2.25287e-06 3.97455e-06 9.85484e-06 0 2.60377e-06 5.25522e-06 3.24491e-06 0 0 1.33831e-06 3.9134e-06 5.35889e-06 2.77406e-06 3.77552e-06 4.63212e-06 2.85571e-06 3.69604e-06 0 4.18957e-06 0 3.00825e-06 4.56695e-06 3.09329e-06 3.10047e-06 5.31649e-06 3.18887e-06 4.01221e-06 2.19802e-06 2.58428e-06 0 2.60774e-06 0 0 8.14938e-06 4.45993e-06 1.92927e-06 2.81678e-06 3.25716e-06 2.15559e-06 0 1.27749e-35 1.08283e-34 1.98125e-06 1.74149e-06 3.95764e-06 Variance: 3.58242e-08 Variances/cluster: 3.88929e-08 2.3281e-08 3.99189e-07 2.73552e-08 2.13784e-08 2.25041e-08 2.67967e-08 2.78914e-08 2.7264e-08 2.0133e-08 1.9926e-08 3.50259e-08 2.0327e-08 3.15981e-08 0 0 4.1887e-08 2.59684e-08 3.73557e-08 6.86694e-32 3.98954e-08 4.07217e-08 4.04936e-08 2.45966e-08 2.80148e-08 0 3.88396e-08 0 3.02763e-08 2.773e-08 2.67973e-31 1.4079e-07 3.82047e-08 8.95767e-07 0 2.86103e-08 1.75159e-06 3.81726e-08 0 0 2.73099e-08 2.44564e-08 4.05846e-08 5.77879e-08 2.69651e-08 4.67746e-08 3.43948e-08 4.19979e-08 0 2.84912e-08 0 4.23567e-08 1.69132e-07 4.23599e-08 2.29637e-08 4.62165e-08 8.38893e-08 1.14597e-07 2.36325e-08 2.11802e-08 0 3.21917e-08 0 0 9.25976e-08 2.4503e-08 2.64261e-08 3.31275e-08 2.69163e-08 2.56593e-08 0 0 0 1.70783e-08 1.70719e-08 2.32782e-08 -------------------------------------------------------------- Initialization seed trial #301 of 1000; initialization seed = 493576526 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 726962 Distortion: 0.000210298 Distortions/cluster: 0 4.51998e-06 3.13591e-06 5.25522e-06 5.04353e-06 2.19327e-06 2.09743e-06 3.19302e-06 1.47718e-06 3.30648e-06 4.24781e-06 5.91755e-06 1.80913e-06 4.56695e-06 3.37436e-06 1.08283e-34 2.71129e-06 9.64317e-35 2.37044e-35 8.43383e-06 5.74414e-06 2.32513e-06 2.92208e-06 2.85952e-06 3.69534e-06 2.23134e-06 2.90741e-06 4.04271e-06 3.02833e-06 5.10485e-06 2.25287e-06 5.15406e-06 5.58964e-06 2.97524e-06 4.68864e-06 5.6964e-06 0 2.36631e-06 0 1.87074e-06 0 1.53426e-06 0 2.89492e-06 4.81569e-35 0 1.86836e-06 0 3.49634e-06 3.25064e-06 2.61855e-06 2.05593e-06 9.85484e-06 0 0 4.32356e-06 2.53687e-06 4.08123e-06 3.68923e-06 3.06764e-06 1.27749e-35 3.64448e-06 4.59738e-06 2.65943e-06 3.01557e-06 0 3.18062e-06 3.23497e-06 2.47696e-06 1.82319e-06 5.75044e-06 0 0 1.54043e-06 3.53049e-06 2.83366e-06 Variance: 3.59852e-08 Variances/cluster: 0 3.92919e-08 3.68898e-08 1.75159e-06 4.09911e-08 1.89058e-08 2.30459e-08 3.01203e-08 2.50341e-08 2.18953e-08 3.03385e-08 4.69491e-08 2.96552e-08 1.69132e-07 3.92343e-08 0 2.37806e-08 6.86694e-32 0 9.58293e-08 2.97525e-08 2.44729e-08 3.69855e-08 1.99943e-08 2.30939e-08 1.82881e-08 3.8252e-08 2.24575e-08 3.60484e-08 3.98686e-08 1.4079e-07 1.35588e-07 3.99189e-07 3.49914e-08 3.04358e-08 4.38045e-08 0 1.75267e-08 0 2.42932e-08 0 1.82629e-08 0 2.37268e-08 2.67973e-31 0 2.00877e-08 0 4.11299e-08 2.01885e-08 2.97536e-08 2.39034e-08 8.95767e-07 0 0 2.90077e-08 3.57277e-08 3.16271e-08 5.34625e-08 2.8667e-08 0 2.6407e-08 4.17806e-08 2.68604e-08 2.79195e-08 0 4.18364e-08 4.82686e-08 3.69667e-08 2.14467e-08 4.79059e-08 0 0 2.29895e-08 2.50367e-08 2.32247e-08 -------------------------------------------------------------- Initialization seed trial #302 of 1000; initialization seed = 493576527 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498837 Distortion: 0.035831 Distortions/cluster: 3.35016e-06 1.84429e-06 4.36782e-06 2.32271e-06 6.03457e-06 5.72803e-06 2.30696e-06 0.0356196 1.82096e-06 6.3389e-06 6.79613e-06 3.11332e-06 2.31911e-06 8.32419e-06 3.32941e-06 4.81569e-35 1.23913e-06 2.0631e-06 2.18576e-06 1.61646e-06 2.07502e-06 1.74608e-06 1.67205e-06 2.02802e-06 1.78439e-06 4.30986e-06 5.01636e-06 3.3747e-06 1.08283e-34 2.94215e-06 2.18988e-06 2.89729e-06 2.37044e-35 2.22549e-06 6.45786e-06 3.14032e-06 7.28598e-06 4.15406e-06 0 9.85484e-06 6.48081e-06 0 0 0 6.17802e-06 1.58628e-06 1.94668e-06 4.97781e-06 2.94292e-06 1.78111e-06 3.11854e-06 3.56381e-06 0 1.44178e-06 0 0 1.60224e-06 1.27749e-35 5.25522e-06 2.75265e-06 3.57349e-06 1.48803e-06 3.02357e-06 3.4602e-06 6.41974e-06 2.40519e-06 0 1.71314e-06 0 2.60624e-06 2.60895e-06 3.1895e-06 0 2.24267e-06 4.40846e-06 2.38208e-06 Variance: 6.13124e-06 Variances/cluster: 3.94107e-08 2.00449e-08 3.09672e-08 2.41928e-08 2.92844e-08 5.40333e-08 2.42817e-08 0.035575 2.276e-08 3.98546e-08 4.68548e-08 8.41351e-08 1.85507e-08 3.35544e-08 6.93564e-08 2.67973e-31 2.33773e-08 2.0028e-08 3.41495e-08 2.93876e-08 2.41252e-08 1.96166e-08 1.57727e-08 2.22833e-08 9.91236e-08 3.05637e-08 3.02164e-08 2.83563e-08 0 2.55817e-08 2.18969e-08 2.05464e-08 0 2.22523e-08 4.0355e-07 2.9623e-08 4.82361e-08 4.41774e-08 0 8.95767e-07 4.23446e-08 0 0 0 4.38027e-08 2.47833e-08 2.49549e-08 4.07883e-08 3.72493e-08 1.48415e-07 3.99788e-08 2.99455e-08 0 2.0305e-08 0 0 2.86089e-08 0 1.75159e-06 1.14655e-07 2.15252e-08 1.71023e-08 2.20679e-08 4.32487e-08 4.65048e-08 2.73287e-08 0 1.90327e-08 0 5.10981e-08 1.04322e-07 3.46656e-08 0 2.83857e-08 3.80006e-08 2.05334e-08 -------------------------------------------------------------- Initialization seed trial #303 of 1000; initialization seed = 493576528 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 81 BIC score: 498911 Distortion: 0.0358293 Distortions/cluster: 2.17197e-06 2.81988e-06 1.85179e-06 1.74753e-06 3.59455e-06 2.25287e-06 1.08283e-34 1.8728e-06 2.79069e-06 2.26136e-06 2.66512e-06 1.87292e-06 0.0356196 7.38208e-06 2.54457e-06 5.58964e-06 7.45213e-06 2.80548e-06 6.52424e-06 2.32264e-06 1.72889e-06 3.3058e-06 2.68917e-06 6.3441e-06 4.00742e-06 1.65018e-06 2.08486e-06 7.92414e-06 4.27414e-06 2.91848e-06 2.72505e-06 8.87526e-06 3.66043e-06 1.78215e-06 4.81569e-35 2.37044e-35 0 0 9.85484e-06 1.13992e-06 2.07464e-06 2.65377e-06 2.87037e-06 5.25522e-06 9.91206e-06 3.6405e-06 2.64124e-06 2.45188e-06 1.81945e-06 3.01195e-06 2.17204e-06 0 7.89415e-06 3.02019e-06 2.63947e-06 2.20146e-06 3.44096e-06 0 0 2.11465e-06 0 0 2.4377e-06 2.85499e-06 2.03755e-06 0 1.73487e-06 3.82001e-06 0 0 1.88291e-06 2.75265e-06 1.27749e-35 2.19709e-06 1.75943e-06 2.93869e-06 Variance: 6.13095e-06 Variances/cluster: 1.85623e-08 3.71005e-08 4.20832e-08 2.64755e-08 3.90582e-08 1.4079e-07 0 2.15246e-08 1.99318e-08 2.33103e-08 1.75322e-08 2.53074e-08 0.035575 4.49981e-08 3.43831e-08 3.99189e-07 3.31098e-08 3.95006e-08 4.43693e-08 2.29944e-08 1.98701e-08 2.77774e-08 2.63621e-08 4.34386e-08 2.44274e-08 4.85304e-08 2.81713e-08 4.98213e-08 1.64378e-07 2.45229e-08 2.59498e-08 5.12856e-08 2.28757e-08 3.4941e-08 2.67973e-31 0 0 0 8.95767e-07 2.71381e-08 3.24137e-08 3.63502e-08 2.25994e-08 1.75159e-06 4.36515e-08 2.79946e-08 3.56901e-08 2.04305e-08 2.0214e-08 2.28156e-08 2.97516e-08 0 9.07286e-08 4.08098e-08 2.46652e-08 2.89642e-08 2.08525e-08 0 0 2.03308e-08 0 0 3.48212e-08 1.0977e-07 2.42542e-08 0 2.37631e-08 2.18267e-08 0 0 2.85263e-08 1.14655e-07 0 3.00944e-08 3.08643e-08 1.9589e-08 -------------------------------------------------------------- Initialization seed trial #304 of 1000; initialization seed = 493576529 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 26 BIC score: 494281 Distortion: 0.0397646 Distortions/cluster: 3.32452e-06 3.10396e-06 3.29148e-06 2.77616e-06 2.2467e-06 3.71724e-06 0.0356196 2.42894e-06 4.72184e-06 1.54769e-06 2.31038e-06 5.91148e-06 1.59192e-05 3.76864e-06 2.33356e-06 3.18026e-06 4.56695e-06 2.37044e-35 3.48355e-06 3.43251e-06 3.94608e-06 1.78052e-06 4.12243e-06 2.91008e-06 4.01221e-06 0 5.39413e-06 3.26787e-06 4.34915e-06 3.64402e-06 2.26398e-06 0 3.22189e-06 0 3.40193e-06 3.4751e-06 3.80068e-06 0 2.03117e-06 3.75183e-06 2.78471e-06 0 0 4.3878e-06 0.00391362 2.45348e-05 3.8949e-06 2.88698e-06 0 0 0 2.32559e-06 5.76387e-06 2.45241e-06 4.81569e-35 4.0087e-06 2.54651e-06 4.52971e-06 3.53872e-06 2.29695e-06 0 3.27159e-06 0 0 0 4.10577e-06 3.73062e-06 2.35222e-06 8.16736e-06 2.47413e-06 2.84904e-06 3.52286e-06 1.91035e-06 3.12003e-06 2.54721e-06 0 Variance: 6.80435e-06 Variances/cluster: 3.77757e-08 4.77389e-08 2.76564e-08 2.50078e-08 2.00581e-08 3.60865e-08 0.035575 4.04786e-08 2.91377e-08 2.62296e-08 3.12113e-08 5.4229e-08 7.5794e-07 2.61688e-08 2.91599e-08 2.16325e-08 1.69132e-07 0 4.09794e-08 2.09275e-08 4.69729e-08 3.78708e-08 3.24493e-08 2.22124e-08 1.14597e-07 0 2.52041e-08 3.75496e-08 3.29452e-08 2.96236e-08 3.42915e-08 0 4.18397e-08 0 2.19456e-08 2.80226e-08 3.9994e-08 0 2.16063e-08 2.84202e-08 3.76288e-08 0 0 2.5961e-08 0.00391989 2.72576e-06 3.97311e-08 2.74926e-08 0 0 0 2.64249e-08 2.97008e-08 2.91927e-08 2.67973e-31 2.35778e-08 3.9776e-08 3.18889e-08 2.80818e-08 3.32782e-08 0 3.89445e-08 0 0 0 8.55082e-08 3.36063e-08 1.7168e-08 9.28018e-08 3.13083e-08 5.3739e-08 2.12202e-08 2.12242e-08 3.54442e-08 3.80056e-08 0 -------------------------------------------------------------- Initialization seed trial #305 of 1000; initialization seed = 493576530 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 494388 Distortion: 0.0397659 Distortions/cluster: 2.1153e-06 2.00712e-06 2.05089e-06 2.50319e-06 3.50865e-06 3.54935e-06 1.3744e-06 4.98811e-06 6.25541e-06 2.47733e-06 2.45348e-05 8.21046e-07 5.67793e-06 2.05677e-06 2.75979e-06 8.00271e-06 4.84408e-06 0.00391362 2.37044e-35 1.308e-06 4.81569e-35 1.6896e-06 0 3.02827e-06 0 2.78105e-06 7.89415e-06 1.94531e-06 0 2.59997e-06 4.33928e-06 1.59192e-05 3.41331e-06 3.09775e-06 5.23173e-06 2.41353e-06 4.99306e-06 5.50687e-06 2.99926e-06 5.42751e-06 2.40377e-06 4.84115e-06 0 3.50681e-06 0 4.12966e-06 0 4.87492e-06 1.53353e-06 2.51173e-06 3.08817e-06 0 2.86712e-06 1.39973e-06 4.74357e-06 2.48306e-06 6.1525e-06 2.52635e-06 2.34451e-06 3.0608e-06 3.09933e-06 0 3.28788e-06 0 3.68118e-06 0.0356196 2.24776e-06 2.05463e-06 0 0 3.72774e-06 3.01259e-06 3.41858e-06 0 0 1.6429e-06 Variance: 6.80457e-06 Variances/cluster: 3.58497e-08 2.33359e-08 3.15494e-08 2.52825e-08 2.48819e-08 4.38053e-08 3.05403e-08 3.80648e-08 3.03561e-08 3.75321e-08 2.72576e-06 2.73661e-08 3.22505e-08 2.18786e-08 4.11872e-08 4.12374e-08 2.70596e-08 0.00391989 0 3.73685e-08 2.67973e-31 4.96898e-08 0 3.93154e-08 0 2.99011e-08 9.07286e-08 2.66457e-08 0 3.51321e-08 3.77205e-08 7.5794e-07 3.83391e-08 2.76561e-08 2.8902e-08 2.94298e-08 4.75385e-08 3.50644e-08 3.99769e-08 1.42782e-07 1.72918e-08 1.72882e-07 0 2.35328e-08 0 2.84778e-08 0 2.57906e-08 1.804e-08 2.79057e-08 2.70868e-08 0 3.7223e-08 3.78282e-08 2.85732e-08 2.36461e-08 2.90187e-08 5.15425e-08 2.54813e-08 2.12537e-08 3.40555e-08 0 3.86692e-08 0 2.19092e-08 0.035575 3.45781e-08 2.85341e-08 0 0 2.24538e-08 4.63434e-08 3.88349e-08 0 0 2.83234e-08 -------------------------------------------------------------- Initialization seed trial #306 of 1000; initialization seed = 493576531 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 494185 Distortion: 0.0397427 Distortions/cluster: 2.70283e-06 5.25522e-06 6.9968e-06 2.44009e-06 4.6386e-06 3.72976e-06 2.04841e-06 1.73213e-06 9.85484e-06 1.21144e-06 4.17925e-06 2.71052e-06 2.51967e-06 9.01411e-06 2.44846e-06 3.30836e-06 7.29786e-06 2.7673e-06 2.37044e-35 5.15594e-06 0 1.8061e-06 8.09062e-06 2.55907e-06 1.31758e-06 2.37681e-06 6.84602e-06 4.81569e-35 2.8426e-06 2.54657e-06 3.58831e-06 1.5962e-06 1.39211e-06 2.19982e-06 3.83407e-06 2.75281e-06 3.95017e-06 1.5991e-06 2.61195e-06 0 5.5155e-06 2.67485e-06 1.7383e-06 2.89506e-06 0 3.21394e-06 5.96142e-06 2.20122e-06 2.16134e-06 6.51762e-06 0.00391362 2.63713e-06 4.60377e-06 0 1.92018e-06 2.09024e-06 0.0356196 0 1.89162e-06 2.95334e-06 1.8827e-06 0 2.15977e-06 0 2.07904e-06 2.68509e-06 2.28314e-06 4.49194e-06 2.59842e-06 0 3.2209e-06 2.17601e-06 1.86319e-06 3.2085e-06 0 0 Variance: 6.8006e-06 Variances/cluster: 1.9727e-08 1.75159e-06 3.04109e-08 3.29713e-08 4.17754e-08 3.61995e-08 3.3036e-08 1.99072e-08 8.95767e-07 2.5236e-08 5.88448e-08 3.66259e-08 3.23007e-08 3.37497e-08 1.63213e-07 1.9233e-08 4.67656e-08 4.01024e-08 0 4.15677e-08 0 1.96298e-08 9.40674e-08 3.65554e-08 2.19583e-07 2.35307e-08 4.17307e-08 2.67973e-31 4.24234e-08 1.91449e-08 2.32987e-08 1.94642e-08 1.67704e-08 4.48903e-08 2.3665e-08 2.31309e-08 2.56482e-08 2.49834e-08 2.74918e-08 0 1.37842e-07 2.62217e-08 2.04483e-08 2.68029e-08 0 4.22747e-08 4.41446e-08 3.33492e-08 2.00106e-08 4.23085e-08 0.00391989 1.14647e-07 4.1844e-07 0 2.08696e-08 4.97632e-08 0.035575 0 2.59103e-08 2.95308e-08 2.35315e-08 0 2.95833e-08 0 2.38941e-08 1.91775e-08 2.19508e-08 3.93901e-08 2.73494e-08 0 3.03827e-08 2.03347e-08 2.58753e-08 3.73058e-08 0 0 -------------------------------------------------------------- Initialization seed trial #307 of 1000; initialization seed = 493576532 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 499011 Distortion: 0.0358316 Distortions/cluster: 2.17037e-06 4.78481e-06 4.49235e-06 2.68737e-06 6.08354e-06 0 5.36846e-06 5.50905e-06 2.7274e-06 1.83847e-06 3.53942e-06 3.11645e-06 2.37044e-35 2.09372e-06 2.54093e-06 4.92954e-06 1.72636e-06 6.92539e-06 2.19161e-06 2.1281e-06 1.7761e-06 2.88694e-06 3.86931e-06 2.43343e-06 5.02249e-06 3.21214e-06 2.29387e-06 2.85347e-06 0.0356196 2.42921e-06 6.45786e-06 4.81569e-35 0 2.43812e-06 2.61128e-06 1.08283e-34 2.06664e-06 5.7841e-06 3.29392e-06 2.88249e-06 1.97608e-06 2.2374e-06 2.13667e-06 3.51958e-06 2.11037e-06 4.11887e-06 0 1.87992e-06 2.56607e-06 3.17241e-06 2.52829e-06 0 2.70697e-06 3.62146e-06 0 6.69033e-06 0 3.15767e-06 0 2.47553e-06 9.85484e-06 5.93874e-06 0 2.29838e-06 0 0 4.99648e-06 1.27749e-35 3.09103e-06 2.18739e-06 5.25522e-06 1.88313e-06 6.82821e-06 1.59671e-06 0 6.08966e-06 Variance: 6.13135e-06 Variances/cluster: 2.23723e-08 4.98264e-08 3.62172e-08 3.68011e-08 2.765e-08 0 3.31278e-08 7.98334e-08 2.90124e-08 3.06386e-08 2.34371e-08 2.09139e-08 0 1.61041e-07 3.43341e-08 2.93399e-08 2.97621e-08 3.34531e-08 3.98439e-08 2.62707e-08 4.93317e-08 4.2452e-08 2.21078e-08 3.68584e-08 2.65717e-08 2.09925e-08 4.24653e-08 2.9721e-08 0.035575 3.28163e-08 4.0355e-07 2.67973e-31 0 2.83472e-08 3.22351e-08 0 3.08428e-08 1.41029e-07 2.27147e-08 2.62013e-08 2.82271e-08 1.81886e-08 4.18918e-08 1.06645e-07 3.45847e-08 4.07674e-08 0 2.44124e-08 3.42113e-08 3.96421e-08 2.40768e-08 0 3.51533e-08 2.19459e-08 0 4.42921e-08 0 4.26677e-08 0 1.86114e-08 8.95767e-07 3.22653e-08 0 2.58219e-08 0 0 3.99589e-08 0 2.49255e-08 3.21647e-08 1.75159e-06 2.72893e-08 3.02034e-08 3.47079e-08 0 4.87027e-08 -------------------------------------------------------------- Initialization seed trial #308 of 1000; initialization seed = 493576533 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 594402 Distortion: 0.00414454 Distortions/cluster: 4.39391e-06 8.16378e-06 2.50728e-06 5.53453e-06 2.7157e-06 2.2477e-06 2.08604e-06 2.5976e-06 4.81569e-35 2.27304e-06 3.38477e-06 7.61475e-06 2.08105e-06 3.20965e-06 1.99952e-06 2.65592e-06 1.85071e-06 1.97112e-06 2.52323e-06 9.64317e-35 2.00986e-06 6.17915e-06 1.59192e-05 2.948e-06 2.72278e-06 0 2.37044e-35 6.11008e-06 3.27156e-06 2.16679e-06 2.14038e-06 2.19802e-06 0 2.4084e-06 2.90981e-06 2.53783e-06 4.08766e-06 2.36171e-06 1.4686e-06 0.00391362 4.28407e-06 2.63548e-06 0 2.15115e-06 2.35337e-06 2.10989e-06 0 5.20781e-06 0 2.53058e-06 1.45215e-06 5.2913e-06 1.83811e-06 4.51672e-06 5.0162e-06 3.92174e-06 4.56695e-06 2.45348e-05 0 0 1.9114e-06 3.12962e-06 2.22385e-06 5.47173e-06 5.05857e-06 0 3.82839e-06 0 3.06559e-06 4.65563e-06 0 3.68481e-06 2.58782e-06 0 1.63867e-06 0 Variance: 7.09195e-07 Variances/cluster: 4.0671e-08 9.38273e-08 3.68694e-08 3.61617e-08 3.93456e-08 2.36572e-08 2.60732e-08 2.70559e-08 2.67973e-31 2.80594e-08 4.02913e-08 5.0749e-08 1.98178e-08 2.11143e-08 2.73882e-08 2.57826e-08 5.00148e-08 1.79171e-08 3.36401e-08 6.86694e-32 3.65404e-08 4.94184e-08 7.5794e-07 2.83438e-08 3.49048e-08 0 0 4.15517e-08 4.19394e-08 2.96794e-08 3.10173e-08 1.97997e-08 0 2.40813e-08 1.97929e-08 2.03009e-08 3.02763e-08 2.05344e-08 3.19232e-08 0.00391989 4.50806e-08 3.76468e-08 0 2.86795e-08 2.2411e-08 2.77593e-08 0 2.78401e-08 0 2.38713e-08 1.86157e-08 1.35629e-07 2.13708e-08 4.75286e-08 4.044e-08 2.42062e-08 1.69132e-07 2.72576e-06 0 0 1.64761e-08 2.30097e-08 2.61604e-08 3.09035e-08 3.18045e-08 0 3.4487e-08 0 3.03498e-08 3.97793e-08 0 2.65071e-08 5.2808e-08 0 2.1847e-08 0 -------------------------------------------------------------- Initialization seed trial #309 of 1000; initialization seed = 493576534 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 595139 Distortion: 0.00412474 Distortions/cluster: 2.79806e-06 5.59788e-06 1.51993e-06 7.0368e-06 2.28715e-06 4.31172e-06 2.85499e-06 2.67989e-06 3.02262e-06 5.25522e-06 2.39944e-06 3.55429e-06 4.27414e-06 4.81569e-35 3.47015e-06 9.64317e-35 2.37044e-35 2.59372e-06 6.63798e-06 3.07504e-06 2.77877e-06 2.45924e-06 2.06742e-06 2.39545e-06 1.20958e-05 5.9104e-06 2.29512e-06 4.99214e-06 0 2.73383e-06 3.04453e-06 1.26289e-06 2.70115e-06 6.83198e-06 0 3.65736e-06 2.10347e-06 2.2466e-06 1.30402e-06 0 0 2.52614e-06 3.99438e-06 1.60666e-06 2.07901e-06 3.82702e-06 2.39536e-06 1.95333e-06 2.75265e-06 0 0 5.29249e-06 2.66299e-06 0 2.51006e-06 0 1.90729e-06 0 2.65741e-06 3.19488e-06 0 2.43245e-06 9.85484e-06 0 3.07474e-06 0 5.35401e-06 2.04264e-06 0 2.36208e-06 2.19105e-06 0.00391362 9.17958e-06 4.55037e-06 1.94256e-06 4.52468e-06 Variance: 7.05808e-07 Variances/cluster: 3.83271e-08 4.11479e-08 1.97375e-08 3.74176e-08 2.1575e-08 2.71154e-08 1.0977e-07 2.16094e-08 2.19011e-08 1.75159e-06 1.84556e-08 4.03861e-08 1.64378e-07 2.67973e-31 2.39298e-08 6.86694e-32 0 2.10847e-08 4.95216e-08 2.98522e-08 2.67158e-08 5.12296e-08 3.62682e-08 2.81792e-08 4.30313e-08 3.93959e-07 1.7255e-08 3.96084e-08 0 3.59686e-08 2.4953e-08 9.0197e-08 2.41153e-08 4.35018e-08 0 2.79162e-08 2.80438e-08 2.36463e-08 2.24806e-08 0 0 4.20886e-08 3.76795e-08 2.00809e-08 2.41717e-08 4.20417e-08 2.08274e-08 1.30208e-07 1.14655e-07 0 0 7.34999e-08 2.74508e-08 0 3.74603e-08 0 1.83372e-08 0 2.1603e-08 2.82709e-08 0 3.52497e-08 8.95767e-07 0 3.66011e-08 0 4.08569e-08 2.02224e-08 0 3.23543e-08 2.60816e-08 0.00391989 3.23119e-08 4.13534e-08 2.18246e-08 2.28499e-08 -------------------------------------------------------------- Initialization seed trial #310 of 1000; initialization seed = 493576535 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 594522 Distortion: 0.00414342 Distortions/cluster: 4.69931e-06 2.63862e-06 4.27414e-06 2.70564e-06 1.75063e-06 2.45333e-06 2.31002e-06 0.00391362 0 4.81569e-35 5.56425e-06 4.14179e-06 2.74672e-06 3.37978e-06 2.45348e-05 2.98064e-06 2.09861e-06 4.80687e-06 9.64317e-35 2.812e-06 2.36376e-06 2.17711e-06 2.45647e-06 2.53582e-06 4.54533e-06 1.98509e-06 1.89766e-06 2.63096e-06 2.2763e-06 2.37044e-35 2.52313e-06 3.35339e-06 5.72192e-06 2.55616e-06 2.1158e-06 2.10596e-06 1.60106e-06 2.41231e-06 3.87256e-06 0 3.02708e-06 4.60243e-06 0 1.59192e-05 3.90151e-06 6.61797e-06 5.34705e-06 2.51696e-06 0 3.42101e-06 2.77189e-06 0 4.81811e-06 0 3.10223e-06 7.87631e-06 2.85499e-06 0 1.49632e-06 0 7.0336e-06 2.13154e-06 0 3.32266e-06 3.37478e-06 1.60112e-06 1.59905e-06 4.83572e-06 3.17749e-06 0 0 2.51214e-06 3.08502e-06 2.22608e-06 3.59908e-06 0 Variance: 7.09004e-07 Variances/cluster: 4.43188e-08 2.16261e-08 1.64378e-07 2.65229e-08 2.69304e-08 3.35966e-08 2.62471e-08 0.00391989 0 2.67973e-31 4.38e-08 4.70615e-08 4.09823e-08 3.75508e-08 2.72576e-06 3.97287e-08 2.01765e-08 2.98537e-08 6.86694e-32 3.65164e-08 1.95335e-08 3.75335e-08 2.48106e-08 2.58735e-08 2.53907e-08 1.82096e-08 3.16249e-08 3.81172e-08 3.25079e-08 0 2.33603e-08 3.38621e-08 4.46881e-08 1.111e-07 3.52606e-08 2.63222e-08 2.00114e-08 1.71071e-08 2.61637e-08 0 3.05739e-08 2.70643e-08 0 7.5794e-07 4.28602e-08 3.35908e-08 4.56861e-08 2.06284e-08 0 3.32107e-08 2.43127e-08 0 3.94798e-08 0 2.38609e-08 9.05237e-08 1.0977e-07 0 4.6756e-08 0 3.01772e-08 2.39471e-08 0 4.37155e-08 4.06565e-08 2.62454e-08 2.3172e-08 3.26631e-08 2.42534e-08 0 0 2.51193e-08 2.18777e-08 3.42444e-08 3.07587e-08 0 -------------------------------------------------------------- Initialization seed trial #311 of 1000; initialization seed = 493576536 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 595161 Distortion: 0.0041261 Distortions/cluster: 2.2162e-06 6.01563e-07 2.60895e-06 3.30767e-06 1.90504e-06 1.91961e-06 8.38265e-06 9.64317e-35 2.37044e-35 6.9412e-06 0 5.25522e-06 4.03297e-06 3.90167e-06 1.99307e-06 6.35357e-06 3.95729e-06 2.71492e-06 6.45786e-06 2.75265e-06 0 6.26682e-06 2.6329e-06 2.21452e-06 3.42427e-06 9.85484e-06 2.5658e-06 0.00391362 2.54427e-06 2.15638e-06 1.75158e-06 2.61766e-06 1.92866e-06 1.93222e-06 0 3.83642e-06 0 5.59752e-06 2.93229e-06 4.81569e-35 6.27889e-06 3.61031e-06 3.56117e-06 0 2.45341e-06 3.4351e-06 3.03811e-06 0 0 5.89417e-06 0 4.28469e-06 1.93054e-06 2.38338e-06 0 2.92712e-06 0 3.745e-06 0 5.75405e-06 4.82444e-06 1.58921e-06 4.4613e-06 3.75965e-06 5.02889e-06 3.41052e-06 0 2.61249e-06 0 2.25784e-06 4.59911e-06 0 5.48937e-06 2.47505e-06 2.59581e-06 2.5244e-06 Variance: 7.06041e-07 Variances/cluster: 3.0778e-08 7.51889e-08 1.04322e-07 3.89104e-08 5.01283e-08 2.0639e-08 5.01794e-08 6.86694e-32 0 4.62598e-08 0 1.75159e-06 2.31759e-08 3.19781e-08 2.43036e-08 2.86172e-08 4.1652e-08 2.95075e-08 4.0355e-07 1.14655e-07 0 4.50716e-08 2.55591e-08 2.488e-08 3.29228e-08 8.95767e-07 2.27035e-08 0.00391989 2.40004e-08 2.24604e-08 3.64879e-08 2.87632e-08 3.44373e-08 1.77252e-08 0 4.08105e-08 0 4.08444e-08 4.18865e-08 2.67973e-31 4.58164e-08 2.88729e-08 4.28913e-08 0 2.0615e-08 2.81539e-08 9.79941e-08 0 0 3.98126e-08 0 3.19649e-08 2.6086e-08 1.90648e-08 0 2.12085e-08 0 3.59985e-08 0 3.24982e-08 2.77243e-08 1.98638e-07 2.47825e-08 4.04229e-08 7.50508e-08 3.44468e-08 0 3.48304e-08 0 2.35164e-08 2.96687e-08 0 2.79978e-08 1.67219e-08 3.24447e-08 1.88371e-08 -------------------------------------------------------------- Initialization seed trial #312 of 1000; initialization seed = 493576537 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498440 Distortion: 0.0358314 Distortions/cluster: 2.78886e-06 1.32221e-06 1.57578e-06 1.28739e-06 2.50617e-06 1.51551e-06 3.59494e-06 3.70368e-06 2.86582e-06 1.7813e-06 6.40627e-06 4.17749e-06 5.85247e-06 2.49385e-06 3.01411e-06 2.37056e-06 1.93527e-06 2.36734e-06 1.70042e-06 9.85484e-06 2.66896e-06 4.47516e-06 5.28459e-06 2.64434e-06 1.55325e-06 2.29876e-06 2.59752e-06 2.37044e-35 2.24608e-06 5.21838e-06 5.25522e-06 1.24497e-06 2.22654e-06 1.27749e-35 0 8.55988e-06 1.56152e-06 5.25815e-06 1.62364e-06 2.39492e-06 8.0865e-06 0 1.86596e-06 1.92245e-06 2.01735e-06 2.14871e-06 1.55205e-06 0 0 1.08283e-34 3.16663e-06 2.96814e-06 4.87055e-06 2.7317e-06 4.03808e-06 6.6062e-06 0 2.85236e-06 4.81569e-35 3.462e-06 2.156e-06 5.9104e-06 2.211e-06 0 4.56695e-06 0 1.68436e-06 7.04806e-06 1.71125e-06 5.24361e-06 1.6859e-06 2.79526e-06 0.0356196 0 2.35938e-06 5.9344e-06 Variance: 6.13131e-06 Variances/cluster: 2.28573e-08 2.8741e-08 1.99447e-08 1.71637e-08 2.7844e-08 1.78279e-08 3.70499e-08 4.20835e-08 3.37126e-08 2.50864e-08 4.77926e-08 3.50934e-08 4.43223e-08 3.41596e-08 3.46419e-08 2.92631e-08 2.615e-08 2.3437e-08 4.85792e-08 8.95767e-07 3.21534e-08 3.02349e-08 3.34359e-08 3.77739e-08 1.91738e-08 3.02441e-08 2.02913e-08 0 3.62246e-08 3.26042e-08 1.75159e-06 2.10994e-08 2.58877e-08 0 0 9.61687e-08 1.77424e-08 1.34779e-07 2.16466e-08 2.49449e-08 4.67273e-08 0 2.05032e-08 2.34417e-08 2.68953e-08 1.70518e-08 2.24915e-08 0 0 0 3.59812e-08 5.2068e-08 4.30881e-08 3.64199e-08 4.20597e-08 4.40271e-08 0 1.94021e-08 2.67973e-31 2.40392e-08 2.79976e-08 3.93959e-07 2.32716e-08 0 1.69132e-07 0 1.71858e-08 2.93573e-08 2.16594e-08 4.89905e-08 2.00679e-08 2.58789e-08 0.035575 0 1.8723e-08 4.82327e-08 -------------------------------------------------------------- Initialization seed trial #313 of 1000; initialization seed = 493576538 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 723552 Distortion: 0.00022799 Distortions/cluster: 3.29126e-06 2.96085e-06 4.07849e-06 8.00262e-06 3.48188e-06 2.38321e-06 3.11688e-06 4.05942e-06 3.5421e-06 4.81569e-35 3.46822e-06 3.24818e-06 3.80565e-06 1.08283e-34 2.00397e-06 3.62255e-06 1.98618e-06 2.05646e-06 4.76817e-06 1.77669e-06 5.17231e-06 2.3777e-06 2.74753e-06 4.50772e-06 9.64317e-35 3.06338e-06 3.14914e-06 2.37044e-35 4.61391e-06 4.36639e-06 4.27414e-06 2.6111e-06 2.90602e-06 6.38013e-06 2.6873e-06 0 2.92126e-06 0 0 0 2.89815e-06 2.85499e-06 3.61692e-06 0 2.10653e-06 3.50337e-06 3.79277e-06 2.45348e-05 3.79635e-06 3.28412e-06 0 0 3.29666e-06 2.9126e-06 0 0 2.73918e-06 1.27749e-35 3.92597e-06 2.4608e-06 0 3.96563e-06 2.6981e-06 0 5.13285e-06 0 2.4138e-06 3.09938e-06 0 3.20017e-06 2.621e-06 2.63057e-06 2.18913e-06 1.42826e-05 3.46964e-06 3.13333e-06 Variance: 3.90127e-08 Variances/cluster: 4.16476e-08 3.14955e-08 3.42622e-08 9.09302e-08 2.94976e-08 2.80354e-08 3.4629e-08 5.41209e-08 3.54104e-08 2.67973e-31 2.54933e-08 2.23992e-08 7.92767e-08 0 3.33885e-08 2.22219e-08 3.54643e-08 3.21217e-08 2.99855e-08 3.41558e-08 3.04227e-08 2.16136e-08 2.49753e-08 3.66449e-08 6.86694e-32 2.33826e-08 2.09924e-08 0 2.54887e-08 2.85291e-08 1.64378e-07 3.57657e-08 3.58651e-08 2.93989e-08 3.63117e-08 0 2.51809e-08 0 0 0 4.02398e-08 1.0977e-07 3.51042e-08 0 3.63074e-08 2.82497e-08 2.1795e-08 2.72576e-06 2.18162e-08 3.90943e-08 0 0 4.12048e-08 3.59463e-08 0 0 3.91281e-08 0 3.06616e-08 1.11816e-07 0 2.40313e-08 3.59627e-08 0 2.70127e-08 0 2.9434e-08 1.87825e-08 0 2.83177e-08 3.11922e-08 2.98902e-08 3.4194e-08 7.14025e-07 3.69081e-08 4.81906e-08 -------------------------------------------------------------- Initialization seed trial #314 of 1000; initialization seed = 493576539 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 594932 Distortion: 0.00412538 Distortions/cluster: 1.99367e-06 2.31039e-06 3.11881e-06 2.22572e-06 6.3695e-06 4.01377e-06 3.09672e-06 2.03157e-06 2.46978e-06 1.77409e-06 3.47632e-06 2.51527e-06 3.09848e-06 5.68209e-06 3.81121e-06 7.57974e-06 2.09372e-06 5.56047e-06 9.64317e-35 4.73824e-06 2.37044e-35 2.39082e-06 9.85484e-06 2.633e-06 1.60407e-06 1.74527e-06 0 2.77963e-06 3.52714e-06 2.68453e-06 1.50962e-06 2.63415e-06 6.0241e-06 0 1.96894e-06 2.22068e-06 4.81569e-35 2.7457e-06 2.08042e-06 0 3.54212e-06 2.98283e-06 5.51907e-06 2.40431e-06 2.14391e-06 0 4.31052e-06 0 0 0 0 9.08484e-06 2.37673e-06 3.70692e-06 2.49134e-06 3.35944e-06 2.93568e-06 3.78714e-06 2.02668e-06 3.67456e-06 4.70802e-06 2.37853e-06 3.88232e-06 4.92349e-06 0 2.8584e-06 0.00391362 3.38108e-06 0 6.45786e-06 0 0 4.16879e-06 1.71663e-06 3.31567e-06 5.25522e-06 Variance: 7.05917e-07 Variances/cluster: 3.4965e-08 3.66698e-08 2.07902e-08 3.90453e-08 3.06125e-08 3.2889e-08 2.01068e-08 3.44312e-08 2.54586e-08 2.77173e-08 3.65816e-08 3.3534e-08 2.92285e-08 3.24585e-08 3.43322e-08 9.35675e-08 1.61041e-07 4.51926e-08 6.86694e-32 4.83344e-08 0 2.34374e-08 8.95767e-07 4.61888e-08 3.3415e-08 2.64411e-08 0 3.70495e-08 2.20423e-08 3.48613e-08 2.43462e-08 2.66045e-08 4.89617e-08 0 2.59046e-08 2.1985e-08 2.67973e-31 2.25036e-08 2.81112e-08 0 2.14655e-08 3.20706e-08 1.37931e-07 2.96803e-08 3.57287e-08 0 2.49141e-08 0 0 0 0 4.24385e-08 3.96087e-08 2.40681e-08 2.62223e-08 2.94662e-08 3.96582e-08 1.95196e-08 9.21139e-08 3.33942e-08 2.81893e-08 3.65896e-08 2.16864e-08 4.00154e-08 0 2.88702e-08 0.00391989 3.18943e-08 0 4.0355e-07 0 0 3.93153e-08 4.90423e-08 2.28647e-08 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #315 of 1000; initialization seed = 493576540 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 594860 Distortion: 0.00414265 Distortions/cluster: 1.85661e-06 3.30083e-06 1.78111e-06 0.00391362 7.05412e-06 2.72818e-06 4.3117e-06 4.13193e-06 3.49432e-06 1.84402e-06 2.37044e-35 4.3773e-06 1.59192e-05 2.86942e-06 2.93918e-06 4.81569e-35 5.58298e-06 4.66597e-06 2.85759e-06 0 4.16628e-06 2.37399e-06 2.5889e-06 0 3.90925e-06 2.85499e-06 2.45348e-05 3.38818e-06 4.78862e-06 3.56033e-06 9.33343e-07 3.82332e-06 2.19881e-06 5.69916e-06 3.57699e-06 4.81951e-06 4.88008e-06 0 0 2.36914e-06 4.20154e-06 2.55324e-06 2.366e-06 5.37845e-06 0 5.87713e-06 2.63665e-06 4.01615e-06 2.13728e-06 2.58115e-06 3.13142e-06 0 2.33462e-06 1.99064e-06 0 3.25174e-06 0 2.75265e-06 9.64317e-35 0 0 2.06501e-06 2.02668e-06 2.4461e-06 3.6683e-06 2.74661e-06 2.62522e-06 0 0 4.18569e-06 3.85777e-06 0 2.70936e-06 2.91715e-06 0 4.3865e-06 Variance: 7.08871e-07 Variances/cluster: 1.97489e-08 3.70756e-08 1.48415e-07 0.00391989 8.8168e-08 3.36784e-08 5.13252e-08 3.82461e-08 2.00805e-08 3.29179e-08 0 3.41949e-08 7.5794e-07 3.77523e-08 2.53355e-08 2.67973e-31 3.79669e-08 3.35572e-08 1.87983e-08 0 2.3404e-08 3.16427e-08 3.45072e-08 0 4.65345e-08 1.0977e-07 2.72576e-06 2.84696e-08 2.75184e-08 2.78125e-08 3.00978e-08 2.43444e-08 1.99868e-08 4.41653e-08 2.66916e-08 2.50995e-08 2.88737e-08 0 0 4.22922e-08 2.78157e-08 3.40405e-08 2.23184e-08 3.44744e-08 0 2.81177e-08 2.53494e-08 3.93705e-08 2.22607e-08 2.00066e-08 2.40857e-08 0 4.02401e-08 3.01585e-08 0 3.73741e-08 0 1.14655e-07 6.86694e-32 0 0 3.75336e-08 9.21139e-08 3.70503e-08 3.6672e-08 2.89083e-08 5.58515e-08 0 0 3.73601e-08 2.48864e-08 0 3.3864e-08 3.35201e-08 0 3.11071e-08 -------------------------------------------------------------- Initialization seed trial #316 of 1000; initialization seed = 493576541 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 84 BIC score: 726789 Distortion: 0.0002107 Distortions/cluster: 1.67018e-06 5.21392e-06 3.04421e-06 1.8724e-06 2.9946e-06 6.70066e-06 1.40293e-06 3.17221e-06 4.2818e-06 1.83988e-06 2.56728e-06 5.70434e-06 3.72042e-06 2.42651e-06 8.43383e-06 4.85814e-06 3.39698e-06 3.53288e-06 5.34936e-06 3.55442e-06 4.30962e-06 3.0966e-06 9.64317e-35 2.78297e-06 4.81569e-35 2.59445e-06 2.85306e-06 1.57381e-06 5.25522e-06 7.00098e-06 2.33617e-06 2.83638e-06 4.56695e-06 1.08283e-34 5.92036e-06 4.11321e-06 2.98706e-06 1.90376e-06 2.55691e-06 3.62146e-06 0 2.37044e-35 1.51342e-06 1.74505e-06 2.28012e-06 2.67316e-06 5.5155e-06 3.49769e-06 2.12959e-06 3.84573e-06 3.6858e-06 9.85484e-06 0 5.9104e-06 3.16827e-06 3.62874e-06 1.84779e-06 0 0 1.37138e-06 0 1.56027e-06 1.67972e-06 1.95333e-06 0 0 0 2.51835e-06 1.27749e-35 2.94673e-06 0 6.94489e-06 0 1.7104e-06 0 2.67332e-06 Variance: 3.60541e-08 Variances/cluster: 1.8764e-08 3.94865e-08 3.75799e-08 2.17702e-08 3.69675e-08 4.8541e-08 2.19182e-08 3.6883e-08 3.53838e-08 2.24349e-08 2.13921e-08 4.49015e-08 2.31062e-08 1.91047e-08 9.58293e-08 4.80855e-08 2.37528e-08 3.79757e-08 3.34226e-08 2.57545e-08 4.06434e-08 2.69246e-08 6.86694e-32 2.81083e-08 2.67973e-31 3.32593e-08 2.24631e-08 1.74847e-08 1.75159e-06 4.66577e-08 3.95924e-08 3.15125e-08 1.69132e-07 0 3.19916e-08 3.80734e-08 3.87802e-08 2.64388e-08 2.38943e-08 2.14269e-08 0 0 1.66295e-08 1.71068e-08 2.74689e-08 2.59505e-08 1.37842e-07 3.8016e-08 2.69544e-08 5.34082e-08 3.91979e-08 8.95767e-07 0 3.93959e-07 2.57555e-08 4.37161e-08 2.56615e-08 0 0 1.73572e-08 0 2.1371e-08 2.39931e-08 1.30208e-07 0 0 0 2.70766e-08 0 2.28409e-08 0 2.97966e-08 0 2.0605e-08 0 1.92308e-08 -------------------------------------------------------------- Initialization seed trial #317 of 1000; initialization seed = 493576542 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 594606 Distortion: 0.00412326 Distortions/cluster: 1.68839e-06 1.59266e-06 1.34522e-06 4.81569e-35 1.49516e-06 4.68657e-06 7.43366e-06 2.11037e-06 4.56695e-06 5.72342e-06 1.65257e-06 4.94532e-06 3.94031e-06 5.25522e-06 2.03427e-06 4.55081e-06 1.64887e-06 2.37044e-35 4.89023e-06 1.36584e-06 1.88763e-06 6.20227e-06 2.68843e-06 2.01934e-06 3.18566e-06 2.90192e-06 2.49118e-06 3.01446e-06 2.65323e-06 3.68025e-06 1.49532e-06 1.68159e-06 3.04949e-06 2.70594e-06 1.95904e-06 2.05065e-06 3.44416e-06 1.81709e-06 2.19319e-06 5.05071e-06 5.2266e-06 1.50258e-06 9.64317e-35 1.83909e-06 0 2.87752e-06 0 1.39544e-06 0.00391362 1.69541e-06 4.519e-06 4.25897e-06 0 4.08311e-06 0 0 2.51473e-06 1.47354e-06 9.85484e-06 4.4568e-06 2.66696e-06 2.63598e-06 2.62392e-06 2.59862e-06 0 1.47591e-06 3.95277e-06 0 8.90291e-06 2.83209e-06 0 2.21258e-06 5.09342e-06 6.45786e-06 3.94879e-06 1.43834e-06 Variance: 7.05554e-07 Variances/cluster: 2.41175e-08 2.65416e-08 3.20262e-08 2.67973e-31 1.86874e-08 2.91065e-08 3.12236e-08 3.45847e-08 1.69132e-07 5.66486e-08 2.50367e-08 4.49431e-08 5.87928e-08 1.75159e-06 3.2288e-08 2.51404e-08 2.57614e-08 0 3.87986e-08 3.33102e-08 2.996e-08 3.26329e-08 2.29758e-08 2.17114e-08 3.49964e-08 3.41292e-08 1.90144e-08 3.67496e-08 2.55088e-08 2.21683e-08 2.93173e-08 2.05049e-08 2.72252e-08 4.03837e-08 2.36002e-08 4.66021e-08 4.00449e-08 3.42824e-08 1.94071e-08 4.10494e-08 3.03846e-08 2.42329e-08 6.86694e-32 5.10813e-08 0 3.88725e-08 0 3.32218e-08 0.00391989 4.70904e-08 3.96285e-08 1.18266e-07 0 3.31931e-08 0 0 3.02954e-08 1.81897e-08 8.95767e-07 2.59093e-08 3.3756e-08 1.95241e-08 3.0508e-08 2.76425e-08 0 3.88362e-08 2.0063e-08 0 9.89109e-08 3.77488e-08 0 2.25746e-08 3.03081e-08 4.0355e-07 2.393e-08 2.05459e-08 -------------------------------------------------------------- Initialization seed trial #318 of 1000; initialization seed = 493576543 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 726455 Distortion: 0.000213025 Distortions/cluster: 4.91319e-06 2.18489e-06 3.82586e-06 4.47606e-06 4.81569e-35 4.15404e-06 5.01675e-06 1.90027e-06 2.21182e-06 3.75466e-06 1.60655e-06 1.86693e-06 4.65144e-06 5.1323e-06 4.8615e-06 3.52999e-06 2.58856e-06 2.37044e-35 3.16317e-06 3.2435e-06 9.64317e-35 3.71e-06 0 2.42526e-06 2.51424e-06 9.85484e-06 5.1426e-06 4.56695e-06 0 0 0 5.55909e-06 2.1687e-06 2.92031e-06 1.7967e-06 4.66064e-06 3.33186e-06 3.31548e-06 2.39645e-06 6.72228e-06 4.04748e-06 2.19734e-06 3.14884e-06 0 0 2.60775e-06 3.54879e-06 0 7.89415e-06 5.25522e-06 0 3.30644e-06 2.71794e-06 4.39051e-06 2.63864e-06 6.45786e-06 4.50476e-06 2.2785e-06 1.57271e-06 3.8562e-06 1.82204e-06 2.06913e-06 2.67093e-06 3.10697e-06 2.27435e-06 0 5.4254e-06 2.44236e-06 1.89373e-06 1.27749e-35 3.69489e-06 0 3.03565e-06 1.08283e-34 0 0 Variance: 3.6452e-08 Variances/cluster: 4.23411e-08 3.58147e-08 2.29073e-08 4.71023e-08 2.67973e-31 3.12306e-08 3.23556e-08 3.51882e-08 2.57166e-08 2.09739e-08 2.67735e-08 3.27509e-08 1.32854e-07 3.20664e-08 3.76739e-08 2.84643e-08 1.94612e-08 0 2.09463e-08 5.89675e-08 6.86694e-32 2.48968e-08 0 2.3775e-08 3.5915e-08 8.95767e-07 4.2841e-08 1.69132e-07 0 0 0 6.31523e-08 2.74494e-08 1.90853e-08 2.76393e-08 3.61175e-08 2.82267e-08 3.01381e-08 3.86496e-08 4.60282e-08 4.87605e-08 3.13879e-08 2.09898e-08 0 0 2.92979e-08 2.20396e-08 0 9.07286e-08 1.75159e-06 0 2.26449e-08 2.92225e-08 4.02667e-08 2.51275e-08 4.0355e-07 2.96268e-08 2.74493e-08 4.76537e-08 2.11861e-08 3.79558e-08 2.15514e-08 2.22552e-08 2.67813e-08 2.99232e-08 0 4.71623e-08 3.48878e-08 3.15595e-08 0 2.73672e-08 0 3.89058e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #319 of 1000; initialization seed = 493576544 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 62 BIC score: 499236 Distortion: 0.0358539 Distortions/cluster: 1.62599e-06 4.05679e-06 4.81569e-35 4.31143e-06 2.80095e-06 2.21533e-06 1.98572e-06 2.50203e-06 2.02811e-06 2.20413e-06 2.3405e-06 1.08283e-34 1.99273e-06 1.80785e-06 3.41316e-06 2.94701e-06 2.30573e-06 1.42826e-05 4.19146e-06 2.03475e-06 2.07141e-06 1.97135e-06 2.37044e-35 7.95011e-06 1.7044e-06 1.67811e-06 3.5072e-06 8.40814e-06 4.57166e-06 1.94946e-06 5.57391e-06 0 1.50612e-06 0 2.45348e-05 0 5.40437e-06 1.68883e-06 0 4.4429e-06 2.16925e-06 2.68802e-06 0 1.78111e-06 1.29653e-05 0 0.0356196 2.74305e-06 9.66491e-06 1.49653e-06 6.56817e-06 8.44317e-06 1.85115e-06 2.77891e-06 2.589e-06 0 1.83794e-06 1.54082e-06 0 1.73702e-06 0 1.53893e-06 7.42937e-06 2.75265e-06 0 1.45348e-06 3.43095e-06 1.99739e-06 1.94761e-06 2.98641e-06 0 6.96748e-06 4.35542e-06 0 1.27749e-35 2.60895e-06 Variance: 6.13516e-06 Variances/cluster: 2.00721e-08 3.90041e-08 2.67973e-31 2.42191e-08 3.83658e-08 5.0344e-08 3.05469e-08 1.93933e-08 3.11989e-08 2.00358e-08 3.49307e-08 0 2.42987e-08 2.2596e-08 2.77468e-08 2.0463e-08 2.17503e-08 7.14025e-07 2.18286e-08 2.94865e-08 2.46567e-08 2.14258e-08 0 4.90589e-08 2.6629e-08 1.97407e-08 2.99734e-08 3.65451e-08 2.61215e-08 2.63418e-08 4.8036e-08 0 2.31686e-08 0 2.72576e-06 0 4.35693e-08 3.51818e-08 0 2.82963e-08 3.49847e-08 4.79959e-08 0 1.48415e-07 3.88058e-08 0 0.035575 3.30461e-08 4.51487e-08 4.53459e-08 4.40684e-08 4.5872e-08 2.34301e-08 2.22293e-08 2.41934e-08 0 3.53419e-08 2.96285e-08 0 2.71384e-08 0 3.34524e-08 8.84364e-08 1.14655e-07 0 1.88746e-08 1.80557e-07 1.73671e-08 3.04287e-08 2.29704e-08 0 3.72469e-08 3.0243e-08 0 0 1.04322e-07 -------------------------------------------------------------- Initialization seed trial #320 of 1000; initialization seed = 493576545 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 723464 Distortion: 0.0002276 Distortions/cluster: 5.30424e-06 2.65164e-06 5.22955e-06 2.66951e-06 4.27414e-06 1.85368e-06 2.89926e-06 9.64317e-35 1.33705e-06 3.48538e-06 2.96242e-06 6.6761e-06 2.19713e-06 4.57073e-06 2.55616e-06 2.10283e-06 4.03077e-06 2.26413e-06 2.16957e-06 3.94509e-06 2.37044e-35 4.84073e-06 0 1.72603e-06 0 2.45348e-05 0 3.47576e-06 5.11336e-06 2.39094e-06 3.02041e-06 2.22429e-06 3.56854e-06 7.89415e-06 0 1.59192e-05 2.29653e-06 4.22654e-06 4.81569e-35 3.30824e-06 5.01326e-06 0 2.935e-06 1.94301e-06 4.01611e-06 1.6467e-06 1.27749e-35 1.08283e-34 4.19633e-06 6.09792e-06 2.3798e-06 0 0 1.99481e-06 4.34395e-06 1.98921e-06 0 4.57743e-06 2.85499e-06 1.82649e-06 3.52011e-06 0 2.34962e-06 1.93283e-06 2.06504e-06 2.8399e-06 3.72624e-06 1.66662e-06 0 2.83231e-06 1.61549e-06 1.99217e-06 0 3.39866e-06 3.56907e-06 2.55792e-06 Variance: 3.89459e-08 Variances/cluster: 2.8669e-08 2.62508e-08 3.07594e-08 3.37802e-08 1.64378e-07 2.15524e-08 2.13162e-08 6.86694e-32 2.72786e-08 1.95791e-08 4.17104e-08 3.81459e-08 3.78701e-08 3.06659e-08 1.111e-07 2.47362e-08 2.83832e-08 2.93945e-08 3.23712e-08 3.4302e-08 0 2.86408e-08 0 3.13719e-08 0 2.72576e-06 0 2.84873e-08 4.40769e-08 3.62144e-08 3.17834e-08 3.47431e-08 2.60455e-08 9.07286e-08 0 7.5794e-07 3.1449e-08 3.12975e-08 2.67973e-31 2.39704e-08 3.68592e-08 0 2.71727e-08 3.59704e-08 2.75052e-08 1.96013e-08 0 0 4.71455e-08 2.70996e-08 3.77621e-08 0 0 3.37992e-08 4.21716e-08 3.05937e-08 0 2.77394e-08 1.0977e-07 7.30367e-08 3.86791e-08 0 1.86455e-08 1.95213e-08 3.55923e-08 2.23594e-08 5.39988e-08 2.82392e-08 0 3.49641e-08 1.9942e-08 2.8056e-08 0 2.85507e-08 2.41074e-08 2.16754e-08 -------------------------------------------------------------- Initialization seed trial #321 of 1000; initialization seed = 493576546 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 726520 Distortion: 0.000212293 Distortions/cluster: 1.70357e-06 1.23784e-06 1.46279e-06 3.38413e-06 2.65251e-06 1.64704e-06 2.37232e-06 1.69392e-06 1.69693e-06 5.40303e-06 2.38152e-06 7.24713e-06 2.98643e-06 6.96219e-06 3.0392e-06 3.25504e-06 9.64317e-35 2.1911e-06 3.08253e-06 1.6053e-06 5.84393e-06 2.37044e-35 6.08827e-06 3.49681e-06 1.08283e-34 7.7681e-06 2.43405e-06 3.59703e-06 2.01764e-06 1.65665e-06 0 2.07837e-06 3.75407e-06 4.19673e-06 2.58997e-06 1.85071e-06 6.45786e-06 3.23462e-06 0 1.75286e-06 4.53385e-06 9.85484e-06 3.54204e-06 2.83013e-06 2.32614e-06 1.27749e-35 2.05255e-06 0 1.34192e-06 5.30629e-06 2.85973e-06 4.58162e-06 5.04635e-06 1.80995e-06 4.59928e-06 0 4.81569e-35 0 0 0 1.82956e-06 2.09372e-06 3.1305e-06 2.91385e-06 5.90653e-06 5.25522e-06 5.2672e-06 1.53474e-06 0 0 2.36924e-06 4.21713e-06 3.80455e-06 0 2.03856e-06 6.42507e-06 Variance: 3.63266e-08 Variances/cluster: 2.83903e-08 2.29205e-08 3.11205e-08 2.31769e-08 2.04021e-08 2.83947e-08 1.88257e-08 2.25836e-08 1.95027e-08 3.21505e-08 2.53323e-08 4.79798e-08 4.20587e-08 4.70267e-08 2.3198e-08 4.01822e-08 6.86694e-32 4.21334e-08 2.38932e-08 1.93388e-08 4.63655e-08 0 8.57411e-08 3.12188e-08 0 4.29039e-08 2.50904e-08 3.99645e-08 3.15228e-08 1.97202e-08 0 3.14877e-08 1.10403e-07 1.19867e-07 3.27819e-08 5.00148e-08 4.0355e-07 2.48795e-08 0 4.61236e-08 3.23739e-08 8.95767e-07 3.21976e-08 2.16021e-08 3.32275e-08 0 2.81144e-08 0 1.6772e-08 3.25433e-08 2.16627e-08 2.61784e-08 4.75914e-08 2.26221e-08 3.62118e-08 0 2.67973e-31 0 0 0 2.31562e-08 1.61041e-07 1.86323e-08 2.22412e-08 4.57723e-08 1.75159e-06 3.92948e-08 2.04614e-08 0 0 3.20142e-08 2.75605e-08 7.76178e-08 0 2.48582e-08 3.00138e-08 -------------------------------------------------------------- Initialization seed trial #322 of 1000; initialization seed = 493576547 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 498586 Distortion: 0.0358264 Distortions/cluster: 3.34446e-06 6.45786e-06 2.62579e-06 4.24992e-06 2.14989e-06 3.07418e-06 2.44451e-06 2.81361e-06 2.35601e-06 2.32427e-06 2.67077e-06 3.46422e-06 2.86983e-06 7.76697e-06 2.27726e-06 9.85484e-06 4.59023e-06 2.38041e-06 3.27021e-06 2.37044e-35 2.09185e-06 2.44336e-06 0 9.48787e-07 5.25522e-06 3.45698e-06 2.73766e-06 3.27335e-06 3.53535e-06 3.1728e-06 3.66006e-06 1.59201e-06 1.76468e-06 0 0 5.11306e-06 4.13145e-06 3.35309e-06 3.51269e-06 0 0 3.11176e-06 1.46257e-06 1.92611e-06 4.42765e-06 4.81569e-35 5.58678e-06 2.26004e-06 1.20081e-06 0 2.43364e-06 5.77292e-06 0 3.01682e-06 1.08283e-34 1.99203e-06 2.85499e-06 1.27749e-35 0.0356196 2.38757e-06 0 3.8604e-06 1.35963e-06 4.02779e-06 3.08184e-06 3.84957e-06 3.51989e-06 4.27414e-06 2.58118e-06 3.15308e-06 3.32487e-06 2.40258e-06 3.1123e-06 3.1029e-06 2.4608e-06 3.28187e-06 Variance: 6.13046e-06 Variances/cluster: 3.63408e-08 4.0355e-07 4.16755e-08 2.52949e-08 3.2085e-08 2.49906e-08 4.14287e-08 3.34923e-08 3.92638e-08 3.63046e-08 2.69751e-08 2.38891e-08 2.60862e-08 9.03049e-08 2.71076e-08 8.95767e-07 2.99988e-08 2.10634e-08 2.17994e-08 0 1.97322e-08 2.84087e-08 0 4.51768e-08 1.75159e-06 2.39989e-08 3.55423e-08 3.30537e-08 5.43853e-08 2.11502e-08 2.43983e-08 3.06059e-08 2.52075e-08 0 0 3.06145e-08 3.44175e-08 2.05693e-08 3.10831e-08 0 0 2.90793e-08 2.65898e-08 2.963e-08 3.84886e-08 2.67973e-31 4.1679e-08 4.10792e-08 2.00116e-08 0 2.86286e-08 3.79671e-08 0 1.98457e-08 0 3.55699e-08 1.0977e-07 0 0.035575 3.85063e-08 0 3.93788e-08 2.89265e-08 2.66654e-08 3.38563e-08 3.59655e-08 3.03407e-08 1.64378e-07 3.44045e-08 2.11591e-08 4.88804e-08 3.24644e-08 3.98978e-08 2.26462e-08 1.11816e-07 2.11715e-08 -------------------------------------------------------------- Initialization seed trial #323 of 1000; initialization seed = 493576548 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 493922 Distortion: 0.0397596 Distortions/cluster: 2.93869e-06 5.03438e-06 4.61914e-06 1.97821e-06 2.5837e-06 0 2.20046e-06 3.85145e-06 2.30323e-06 2.87655e-06 3.25363e-06 2.82244e-06 3.27141e-06 2.37044e-35 0.00391362 0 3.91503e-06 1.92421e-06 3.14155e-06 2.84759e-06 3.00823e-06 2.21647e-06 2.88752e-06 2.68134e-06 2.54248e-06 4.03541e-06 2.06985e-06 0 0 4.09025e-06 3.27908e-06 2.04009e-06 3.25867e-06 0 3.03059e-06 0 2.38038e-06 1.42826e-05 4.29063e-06 2.45348e-05 3.75407e-06 5.09016e-06 2.41573e-06 4.81569e-35 3.86333e-06 2.83091e-06 3.48493e-06 3.20058e-06 0 0 3.36107e-06 0 3.3433e-06 2.0607e-06 3.24692e-06 2.73843e-06 3.38581e-06 5.72318e-06 0 3.57104e-06 4.27853e-06 3.04362e-06 2.92428e-06 3.1023e-06 2.48219e-06 0 2.87496e-06 1.99142e-06 4.20111e-06 2.82957e-06 2.60895e-06 3.30036e-06 0.0356196 2.55616e-06 3.65561e-06 4.3421e-06 Variance: 6.80349e-06 Variances/cluster: 3.91703e-08 7.51328e-08 2.7486e-08 2.67302e-08 2.30667e-08 0 5.00064e-08 4.13997e-08 2.19336e-08 2.93501e-08 3.35397e-08 3.24392e-08 3.00101e-08 0 0.00391989 0 3.72749e-08 1.48005e-07 2.12242e-08 2.35317e-08 1.97893e-08 2.2615e-08 2.94621e-08 4.18834e-08 3.48258e-08 2.19296e-08 1.88152e-08 0 0 2.94233e-08 3.99853e-08 3.7089e-08 2.60607e-08 0 2.04746e-08 0 1.73735e-08 7.14025e-07 3.63495e-08 2.72576e-06 1.10403e-07 5.3576e-08 2.30049e-08 2.67973e-31 7.57444e-08 3.58311e-08 4.30099e-08 3.13681e-08 0 0 3.73429e-08 0 2.95769e-08 2.08132e-08 3.95931e-08 2.46678e-08 3.07699e-08 4.05768e-08 0 3.64359e-08 4.32039e-08 2.9547e-08 2.63425e-08 2.92644e-08 2.72744e-08 0 2.63726e-08 1.84375e-08 4.11738e-08 2.43907e-08 1.04322e-07 2.30767e-08 0.035575 1.111e-07 4.10608e-08 3.98227e-08 -------------------------------------------------------------- Initialization seed trial #324 of 1000; initialization seed = 493576549 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 723171 Distortion: 0.000228315 Distortions/cluster: 5.35768e-06 4.27414e-06 1.08283e-34 4.59306e-06 1.27749e-35 1.70988e-06 1.19428e-06 2.37044e-35 2.03926e-06 4.3584e-06 2.47944e-06 1.23332e-06 3.19796e-06 3.09614e-06 3.46186e-06 3.46054e-06 2.29839e-06 3.30309e-06 2.99499e-06 9.64317e-35 2.55171e-06 2.71078e-06 1.59192e-05 2.44621e-06 4.50255e-06 3.2504e-06 1.63334e-06 1.79142e-06 4.57282e-06 0 2.72129e-06 3.40176e-06 3.7583e-06 1.93488e-06 0 3.08409e-06 0 4.81569e-35 2.85499e-06 3.89665e-06 1.77723e-06 0 4.71176e-06 2.45348e-05 2.96799e-06 5.23057e-06 3.48858e-06 2.09747e-06 0 0 1.79754e-06 0 5.23538e-06 4.54061e-06 2.93075e-06 3.06876e-06 3.17551e-06 3.08747e-06 2.93135e-06 0 2.80051e-06 0 3.64598e-06 4.4713e-06 0 2.56007e-06 5.83323e-06 0 1.48719e-06 3.17439e-06 3.21282e-06 2.55616e-06 3.62287e-06 2.26583e-06 3.13205e-06 7.89415e-06 Variance: 3.90683e-08 Variances/cluster: 3.00967e-08 1.64378e-07 0 3.25721e-08 0 1.98803e-08 1.89546e-08 0 3.99721e-08 2.79292e-08 2.23354e-08 2.41798e-08 3.71826e-08 2.8144e-08 5.32547e-08 3.26436e-08 3.10492e-08 2.77542e-08 3.93955e-08 6.86694e-32 3.3128e-08 2.6837e-08 7.5794e-07 2.74831e-08 3.94833e-08 3.86825e-08 1.89902e-08 2.45371e-08 3.97519e-08 0 3.58036e-08 4.09815e-08 5.07834e-08 1.77491e-08 0 2.33623e-08 0 2.67973e-31 1.0977e-07 2.46598e-08 2.16709e-08 0 2.64683e-08 2.72576e-06 2.01887e-08 3.76179e-08 3.48745e-08 3.67955e-08 0 0 2.76518e-08 0 2.87633e-08 4.63185e-08 3.40755e-08 2.20755e-08 3.78004e-08 2.48968e-08 2.09364e-08 0 2.45578e-08 0 3.03805e-08 4.06348e-08 0 2.30561e-08 2.84523e-08 0 1.85878e-08 4.01688e-08 2.69961e-08 1.111e-07 3.93661e-08 3.54013e-08 3.03984e-08 9.07286e-08 -------------------------------------------------------------- Initialization seed trial #325 of 1000; initialization seed = 493576550 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 594620 Distortion: 0.0041197 Distortions/cluster: 3.17872e-06 2.7965e-06 2.18454e-06 3.10692e-06 6.09085e-06 4.64971e-06 2.69534e-06 3.11729e-06 7.88606e-07 2.13583e-06 3.08937e-06 2.74078e-06 4.52966e-06 3.79454e-06 3.07394e-06 2.55616e-06 3.5349e-06 6.45786e-06 2.55346e-06 3.16238e-06 2.37044e-35 4.07863e-06 4.30731e-06 2.46182e-06 2.52304e-06 0.00391362 4.98458e-06 2.60895e-06 2.14705e-06 2.50504e-06 2.53256e-06 3.48924e-06 2.73158e-06 4.93524e-06 1.98308e-06 9.64317e-35 0 1.31525e-06 2.67575e-06 3.51828e-06 1.56511e-06 3.69009e-06 3.60843e-06 2.26658e-06 3.82138e-06 1.83813e-06 7.42937e-06 0 5.30212e-06 0 0 3.25424e-06 2.4157e-06 3.50981e-06 0 0 5.25522e-06 9.85484e-06 2.19047e-06 0 1.93683e-06 4.06142e-06 1.91019e-06 2.4277e-06 2.19016e-06 0 2.29597e-06 3.64077e-06 0 1.80079e-06 2.3124e-06 3.27541e-06 3.51241e-06 4.81569e-35 2.77262e-06 2.90806e-06 Variance: 7.04946e-07 Variances/cluster: 2.37197e-08 2.5653e-08 1.77589e-08 3.83447e-08 2.92803e-08 3.8736e-08 3.2471e-08 3.9952e-08 1.57711e-07 2.0147e-08 3.96047e-08 2.66069e-08 2.51622e-08 2.44729e-08 1.22946e-07 1.111e-07 2.14218e-08 4.0355e-07 2.40872e-08 4.79106e-08 0 3.18615e-08 3.6491e-08 2.30056e-08 2.23258e-08 0.00391989 3.05772e-08 1.04322e-07 3.25204e-08 3.33976e-08 2.66497e-08 4.10464e-08 2.3147e-08 2.66746e-08 3.41887e-08 6.86694e-32 0 4.53495e-08 2.8769e-08 3.74162e-08 2.69824e-08 2.54405e-08 3.37128e-08 3.19209e-08 3.38145e-08 1.75045e-08 8.84364e-08 0 4.30929e-08 0 0 4.78421e-08 3.77326e-08 2.33967e-08 0 0 1.75159e-06 8.95767e-07 2.04694e-08 0 2.48289e-08 3.94184e-08 2.80885e-08 2.16734e-08 2.40649e-08 0 2.04976e-08 3.19262e-08 0 3.91445e-08 2.65771e-08 3.94597e-08 3.94523e-08 2.67973e-31 3.96053e-08 3.98233e-08 -------------------------------------------------------------- Initialization seed trial #326 of 1000; initialization seed = 493576551 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 727575 Distortion: 0.000205216 Distortions/cluster: 3.11293e-06 1.27749e-35 2.69417e-06 7.89415e-06 1.99698e-06 2.59002e-06 2.21286e-06 3.28594e-06 4.66401e-06 4.39966e-06 2.0951e-06 2.74341e-06 2.17513e-06 2.12479e-06 2.49166e-06 1.94622e-06 2.87231e-06 2.85499e-06 1.48088e-06 1.08283e-34 3.26033e-06 3.17691e-06 2.65914e-06 9.64317e-35 3.07746e-06 2.13776e-06 2.03694e-06 2.54423e-06 2.17204e-06 2.37044e-35 4.39762e-06 3.44851e-06 1.64548e-06 2.02965e-06 2.55616e-06 3.13641e-06 3.16439e-06 9.85484e-06 2.8599e-06 3.46377e-06 5.25522e-06 0 3.45065e-06 4.38051e-06 0 1.65653e-06 6.45786e-06 4.40119e-06 3.32743e-06 2.58182e-06 0 3.43858e-06 3.75287e-06 3.43989e-06 4.81569e-35 3.13315e-06 2.54261e-06 4.04284e-06 0 2.47715e-06 4.17061e-06 4.30878e-06 3.63639e-06 1.80661e-06 0 3.42288e-06 2.96069e-06 1.87833e-06 0 2.36968e-06 0 4.27414e-06 2.48041e-06 1.59816e-06 4.24671e-06 2.46717e-06 Variance: 3.51156e-08 Variances/cluster: 2.93647e-08 0 3.54468e-08 9.07286e-08 3.84008e-08 2.7551e-08 2.25775e-08 2.05353e-08 2.82643e-08 4.67904e-08 2.32769e-08 1.95935e-08 1.97722e-08 3.3197e-08 1.96176e-08 2.34464e-08 3.88022e-08 1.0977e-07 2.02837e-08 0 3.43086e-08 3.0537e-08 3.091e-08 6.86694e-32 2.52167e-08 2.63889e-08 3.3946e-08 3.48497e-08 1.92194e-08 0 2.85535e-08 2.29881e-08 2.38448e-08 3.90187e-08 1.111e-07 3.92016e-08 3.33064e-08 8.95767e-07 2.74967e-08 3.46263e-08 1.75159e-06 0 3.1647e-08 4.05473e-08 0 2.04491e-08 4.0355e-07 3.8937e-08 2.89313e-08 3.85226e-08 0 3.90619e-08 3.57384e-08 2.68654e-08 2.67973e-31 4.12221e-08 3.43574e-08 2.29687e-08 0 2.52746e-08 3.06563e-08 3.84586e-08 2.06595e-08 2.73703e-08 0 2.82858e-08 2.22588e-08 4.36786e-08 0 3.24585e-08 0 1.64378e-07 2.38474e-08 4.84249e-08 4.04316e-08 3.33371e-08 -------------------------------------------------------------- Initialization seed trial #327 of 1000; initialization seed = 493576552 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 727465 Distortion: 0.000206712 Distortions/cluster: 1.88926e-06 2.26229e-06 2.55853e-06 2.80645e-06 3.34836e-06 2.85499e-06 5.21211e-06 1.18108e-06 4.27414e-06 2.4066e-06 2.39766e-06 1.10877e-06 2.97412e-06 2.52793e-06 3.46765e-06 3.36891e-06 2.29648e-06 2.87862e-06 1.61864e-06 1.85747e-06 3.04514e-06 1.27749e-35 9.64317e-35 2.37044e-35 9.85484e-06 3.25793e-06 0 6.39384e-06 2.11132e-06 2.10443e-06 2.42625e-06 3.64483e-06 1.94958e-06 3.92273e-06 2.53937e-06 3.2533e-06 0 5.04277e-06 6.45786e-06 2.65497e-06 3.08556e-06 2.64434e-06 0 0 1.08283e-34 3.58841e-06 3.04845e-06 3.16324e-06 4.6733e-06 2.86329e-06 7.89415e-06 3.28948e-06 1.56083e-06 4.18543e-06 3.85388e-06 2.50845e-06 3.07964e-06 1.82326e-06 0 2.60468e-06 2.75265e-06 1.14111e-06 4.67655e-06 4.81569e-35 5.25522e-06 1.89331e-06 4.07632e-06 2.19669e-06 0 3.76957e-06 0 5.70055e-06 3.24269e-06 3.40325e-06 2.78827e-06 0 Variance: 3.53716e-08 Variances/cluster: 3.93477e-08 1.72679e-08 2.8745e-08 2.22708e-08 2.79001e-08 1.0977e-07 2.52993e-08 2.87971e-08 1.64378e-07 2.4555e-08 5.3265e-08 2.8421e-08 2.80551e-08 2.90472e-08 4.68559e-08 4.05858e-08 3.47836e-08 2.66507e-08 1.77852e-08 2.04099e-08 3.66763e-08 0 6.86694e-32 0 8.95767e-07 3.83253e-08 0 3.05824e-08 3.19791e-08 2.23855e-08 3.41695e-08 2.15652e-08 2.07379e-08 3.63186e-08 3.21343e-08 2.85352e-08 0 3.17052e-08 4.0355e-07 3.53968e-08 3.38962e-08 3.77739e-08 0 0 0 5.35538e-08 2.11673e-08 2.95604e-08 3.11452e-08 4.14841e-08 9.07286e-08 2.41852e-08 2.51723e-08 3.10005e-08 3.77708e-08 3.02197e-08 2.8251e-08 1.96032e-08 0 2.3463e-08 1.14655e-07 3.25933e-08 3.48885e-08 2.67973e-31 1.75159e-06 3.71116e-08 3.06465e-08 3.66091e-08 0 2.71168e-08 0 4.19019e-08 3.48645e-08 2.07497e-08 2.16126e-08 0 -------------------------------------------------------------- Initialization seed trial #328 of 1000; initialization seed = 493576553 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 688989 Distortion: 0.000497789 Distortions/cluster: 9.10689e-06 2.58513e-06 2.85499e-06 2.00573e-06 9.64317e-35 4.42823e-06 5.60256e-06 2.75265e-06 4.27414e-06 2.59469e-06 2.10865e-06 3.73355e-06 2.97087e-06 1.36193e-06 1.59192e-05 1.36807e-06 4.80746e-06 1.72832e-06 2.17141e-06 1.63066e-06 4.3841e-06 2.3405e-06 1.56709e-06 1.67414e-06 3.11556e-06 2.71403e-06 1.08283e-34 2.5368e-06 2.37044e-35 3.56328e-06 2.07005e-06 0 5.90932e-06 5.45485e-06 1.91014e-06 2.17611e-06 1.42135e-06 1.94784e-06 0 4.94543e-06 6.655e-06 5.77342e-06 6.77058e-06 0 0 3.1308e-06 3.07051e-06 3.17036e-06 0.000272435 4.13495e-06 2.00755e-06 0 2.19674e-06 3.84612e-06 0 0 0 1.72954e-06 2.45348e-05 2.82273e-06 0 2.48632e-06 0 1.66767e-06 3.20013e-06 1.27749e-35 8.87939e-06 0 3.48611e-06 1.64693e-06 5.52105e-06 0 0 0 2.42655e-06 4.46172e-06 Variance: 8.51796e-08 Variances/cluster: 4.17609e-08 2.61093e-08 1.0977e-07 2.90662e-08 6.86694e-32 3.05295e-08 4.1183e-08 1.14655e-07 1.64378e-07 2.27585e-08 2.73827e-08 2.59251e-08 2.51748e-08 2.3081e-08 7.5794e-07 1.89993e-08 4.17903e-08 4.93762e-08 2.78362e-08 1.83204e-08 4.255e-08 3.96668e-08 2.2385e-08 4.92356e-08 2.96694e-08 2.79773e-08 0 2.0131e-08 0 3.20989e-08 2.09077e-08 0 2.88234e-08 4.78347e-08 3.41067e-08 3.1535e-08 3.02387e-08 2.34659e-08 0 2.99693e-08 4.29216e-08 2.94466e-08 4.17802e-08 0 0 2.2685e-08 2.00669e-08 2.08552e-08 3.16754e-06 2.49068e-08 3.86033e-08 0 1.89357e-08 3.12664e-08 0 0 0 1.74686e-08 2.72576e-06 2.63782e-08 0 3.18733e-08 0 3.03187e-08 4.77589e-08 0 3.84266e-08 0 2.38746e-08 3.7427e-08 4.48722e-08 0 0 0 3.32383e-08 3.78079e-08 -------------------------------------------------------------- Initialization seed trial #329 of 1000; initialization seed = 493576554 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 595681 Distortion: 0.00413403 Distortions/cluster: 3.36171e-06 4.578e-06 2.78559e-06 5.58981e-06 3.93283e-06 4.20474e-06 5.25815e-06 4.1668e-06 3.71502e-06 4.77555e-06 5.00762e-06 1.10778e-05 2.61044e-06 4.41212e-06 2.83791e-06 7.62486e-06 4.8927e-06 4.19118e-06 3.34794e-06 3.80232e-06 9.64317e-35 2.70415e-06 2.37044e-35 0 0 2.17281e-06 0.00391362 3.05088e-06 3.60932e-06 4.44767e-06 6.45786e-06 5.0886e-06 3.10039e-06 0 0 5.76455e-06 2.8492e-06 4.56695e-06 1.69449e-06 2.47678e-06 1.46086e-06 2.758e-06 4.67528e-06 0 5.00651e-06 0 0 9.85484e-06 3.55879e-06 3.3733e-06 0 2.86476e-06 0 1.9134e-06 8.66831e-06 4.81569e-35 0 0 0 3.28856e-06 3.34766e-06 0 3.64619e-06 0 5.70709e-06 0 4.16587e-06 4.24365e-06 5.25522e-06 0 0 3.4605e-06 0 0 3.00346e-06 0 Variance: 7.07397e-07 Variances/cluster: 4.0983e-08 4.67102e-08 2.26447e-08 2.92564e-08 2.24713e-08 4.08093e-08 1.34779e-07 3.8215e-08 2.46003e-08 3.02219e-08 3.91095e-08 4.34278e-08 2.55903e-08 2.46458e-08 2.60336e-08 3.81121e-08 3.32807e-08 2.24107e-08 3.80322e-08 2.03315e-08 6.86694e-32 3.91878e-08 0 0 0 3.39393e-08 0.00391989 3.72028e-08 5.30736e-08 3.13189e-08 4.0355e-07 2.84246e-08 4.76836e-08 0 0 3.29296e-08 3.6063e-08 1.69132e-07 3.32143e-08 3.17509e-08 3.65104e-08 3.83032e-08 2.62633e-08 0 3.01571e-08 0 0 8.95767e-07 3.04145e-08 3.78989e-08 0 2.09088e-08 0 2.89884e-08 9.63048e-08 2.67973e-31 0 0 0 4.11035e-08 3.7185e-08 0 5.87915e-08 0 3.18804e-08 0 2.36677e-08 3.31505e-08 1.75159e-06 0 0 2.12276e-08 0 0 2.75521e-08 0 -------------------------------------------------------------- Initialization seed trial #330 of 1000; initialization seed = 493576555 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 726498 Distortion: 0.000214244 Distortions/cluster: 3.45223e-06 2.11915e-06 9.85484e-06 2.90493e-06 7.31816e-06 9.64317e-35 4.81569e-35 1.90504e-06 2.24791e-06 2.14905e-06 3.98017e-06 5.31538e-06 3.42714e-06 4.27068e-06 4.39957e-06 2.55867e-06 3.26287e-06 2.37044e-35 4.82676e-06 1.98289e-06 2.41579e-06 2.62049e-06 2.71574e-06 8.55988e-06 2.12387e-06 4.56695e-06 6.15946e-06 2.89538e-06 3.142e-06 0 3.85152e-06 0 2.48159e-06 2.07786e-06 0 2.86857e-06 1.67661e-06 0 4.1607e-06 2.66874e-06 5.25522e-06 2.88459e-06 4.09044e-06 3.15027e-06 5.4835e-06 5.06365e-06 1.08283e-34 2.07362e-06 0 0 0 2.51826e-06 0 5.15646e-06 2.85863e-06 1.933e-06 2.87476e-06 5.43751e-06 5.02915e-06 4.58588e-06 2.7223e-06 5.10137e-06 4.50631e-06 0 2.49486e-06 6.45786e-06 0 0 4.10586e-06 3.12837e-06 0 3.98781e-06 0 1.27749e-35 0 2.38419e-06 Variance: 3.66606e-08 Variances/cluster: 4.93131e-08 2.25415e-08 8.95767e-07 3.49877e-08 4.6597e-08 6.86694e-32 2.67973e-31 5.01283e-08 2.46994e-08 2.90386e-08 2.41201e-08 3.03709e-08 3.80679e-08 3.36244e-08 4.11139e-08 3.0092e-08 2.18966e-08 0 3.60176e-08 1.83579e-08 3.55146e-08 3.40296e-08 2.61104e-08 9.61687e-08 2.65459e-08 1.69132e-07 2.93282e-08 3.25295e-08 2.80511e-08 0 1.97496e-08 0 2.58477e-08 2.01711e-08 0 3.54031e-08 3.42052e-08 0 4.00035e-08 3.92341e-08 1.75159e-06 3.79425e-08 4.30545e-08 4.4356e-08 2.9158e-08 3.06858e-08 0 3.23896e-08 0 0 0 2.49303e-08 0 2.69948e-08 4.08241e-08 2.07825e-08 3.68445e-08 2.89134e-08 1.32302e-07 2.53341e-08 5.33622e-08 3.14797e-08 2.50325e-08 0 2.24741e-08 4.0355e-07 0 0 4.18929e-08 4.34354e-08 0 2.25281e-08 0 0 0 3.0564e-08 -------------------------------------------------------------- Initialization seed trial #331 of 1000; initialization seed = 493576556 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 499251 Distortion: 0.0358314 Distortions/cluster: 6.28317e-06 4.85334e-06 3.09617e-06 0.0356196 2.0663e-06 5.35079e-06 2.96129e-06 3.98164e-06 2.66661e-06 2.75265e-06 3.48438e-06 2.37044e-35 0 5.20598e-06 4.20857e-06 4.26834e-06 0 2.80557e-06 4.18976e-06 3.83454e-06 4.27414e-06 1.27749e-35 3.66075e-06 2.28584e-06 2.15575e-06 2.85449e-06 9.85484e-06 2.86385e-06 2.48963e-06 0 0 3.35404e-06 1.59368e-06 4.81569e-35 5.2056e-06 0 3.73548e-06 4.40674e-06 0 3.30335e-06 3.33265e-06 0 0 2.47754e-06 4.1007e-06 3.7761e-06 0 2.62937e-06 3.87413e-06 4.10742e-06 2.90612e-06 5.1252e-06 2.4947e-06 4.6079e-06 0 5.25522e-06 3.86071e-06 3.96076e-06 0 3.01064e-06 1.62616e-06 2.55036e-06 6.45786e-06 0 2.99451e-06 0 1.08283e-34 4.00167e-06 2.70945e-06 3.23133e-06 0 2.85499e-06 5.23334e-06 0 7.89415e-06 2.69777e-06 Variance: 6.13131e-06 Variances/cluster: 2.9358e-08 4.25695e-08 3.82213e-08 0.035575 2.86961e-08 4.34885e-08 2.6437e-08 2.3558e-08 2.51545e-08 1.14655e-07 2.37012e-08 0 0 3.11704e-08 4.4768e-08 3.41437e-08 0 3.42033e-08 2.95029e-08 4.1228e-08 1.64378e-07 0 3.85311e-08 5.07921e-08 2.03349e-08 4.13559e-08 8.95767e-07 3.44928e-08 3.66e-08 0 0 3.42142e-08 2.06952e-08 2.67973e-31 2.81291e-08 0 3.27644e-08 3.10233e-08 0 2.15886e-08 3.08476e-08 0 0 3.48834e-08 3.2034e-08 2.92625e-08 0 1.74115e-08 3.0495e-08 3.69927e-08 2.59452e-08 2.68311e-08 3.46373e-08 2.53156e-08 0 1.75159e-06 2.96949e-08 3.95946e-08 0 2.35179e-08 1.82693e-08 4.1121e-08 4.0355e-07 0 4.82839e-08 0 0 2.28647e-08 3.61232e-08 3.9404e-08 0 1.0977e-07 3.06016e-08 0 9.07286e-08 2.02816e-08 -------------------------------------------------------------- Initialization seed trial #332 of 1000; initialization seed = 493576557 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 718344 Distortion: 0.000256378 Distortions/cluster: 6.00681e-06 1.08283e-34 2.68174e-06 1.15187e-05 3.31158e-06 3.88082e-06 2.47687e-06 2.44936e-06 3.82216e-06 4.02819e-06 4.02636e-06 1.9591e-06 3.40317e-06 4.35604e-05 9.64317e-35 3.14933e-06 4.24717e-06 4.81021e-06 3.25104e-06 3.73037e-06 2.37116e-05 3.82191e-06 3.89951e-06 2.48507e-06 4.09276e-06 3.06085e-06 2.81194e-06 4.089e-06 4.81569e-35 3.97194e-06 2.37044e-35 3.34689e-06 5.17172e-06 3.90317e-06 2.52005e-06 0 0 3.73789e-06 3.05362e-06 2.84248e-06 3.28087e-06 1.27749e-35 2.34863e-06 2.66751e-06 2.91015e-06 3.07195e-06 4.08403e-06 0 2.41106e-06 3.85149e-06 0 3.798e-06 2.24227e-06 4.21478e-06 4.36198e-06 2.09226e-06 2.10954e-06 0 2.83643e-06 4.29962e-06 0 0 0 2.76964e-06 3.00574e-06 0 0 3.44102e-06 2.10591e-06 0 3.26198e-06 0 0 0 2.37889e-06 0 Variance: 4.38702e-08 Variances/cluster: 3.09601e-08 0 2.79315e-08 3.83828e-07 2.41693e-08 3.73033e-08 3.17448e-08 4.15007e-08 4.15426e-08 2.13113e-08 5.36802e-08 3.26409e-08 3.95589e-08 2.7222e-06 6.86694e-32 4.19783e-08 4.08247e-08 1.65857e-07 3.49469e-08 3.10763e-08 2.49572e-07 2.44973e-08 4.1044e-08 3.60036e-08 3.75453e-08 2.75728e-08 2.4664e-08 3.71696e-08 2.67973e-31 3.20291e-08 0 2.32403e-08 3.88817e-08 2.78773e-08 4.12999e-08 0 0 2.30714e-08 3.24748e-08 1.18397e-07 2.03763e-08 0 3.2609e-08 2.44645e-08 3.59246e-08 2.74249e-08 2.68597e-08 0 3.54452e-08 2.69313e-08 0 2.53175e-08 3.3456e-08 2.82846e-08 4.59115e-08 3.12249e-08 2.13066e-08 0 2.48728e-08 4.01703e-08 0 0 0 3.69256e-08 2.44347e-08 0 0 2.1108e-08 2.02469e-08 0 2.09083e-08 0 0 0 2.10499e-08 0 -------------------------------------------------------------- Initialization seed trial #333 of 1000; initialization seed = 493576558 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 726429 Distortion: 0.000213871 Distortions/cluster: 2.55616e-06 6.45786e-06 2.11526e-06 3.65703e-06 3.96425e-06 4.81569e-35 1.27749e-35 9.85484e-06 2.62675e-06 3.44776e-06 2.85602e-06 2.64247e-06 3.29504e-06 1.80556e-06 5.25522e-06 4.98095e-06 4.67405e-06 2.93263e-06 8.00262e-06 3.31871e-06 3.78077e-06 2.85499e-06 3.12488e-06 9.64317e-35 4.27414e-06 2.37044e-35 4.48708e-06 1.08283e-34 4.75261e-06 2.57389e-06 4.15224e-06 4.72123e-06 0 3.35088e-06 0 3.5776e-06 2.15273e-06 2.01123e-06 0 3.91285e-06 2.86536e-06 6.15746e-06 3.0419e-06 3.43468e-06 0 2.44184e-06 2.97156e-06 6.60842e-06 5.14204e-06 0 1.76598e-06 3.82851e-06 2.30647e-06 3.20762e-06 0 0 2.57522e-06 3.5858e-06 3.13522e-06 1.88882e-06 0 2.15251e-06 3.25956e-06 0 1.75065e-06 5.66253e-06 4.5023e-06 0 2.80485e-06 5.17138e-06 0 0 5.07321e-06 0 0 4.36661e-06 Variance: 3.65967e-08 Variances/cluster: 1.111e-07 4.0355e-07 1.73367e-08 2.17661e-08 3.38714e-08 2.67973e-31 0 8.95767e-07 2.55003e-08 2.94654e-08 3.17233e-08 2.38034e-08 3.16802e-08 1.68729e-08 1.75159e-06 3.98348e-08 3.89388e-08 2.93237e-08 9.09302e-08 2.12713e-08 2.6253e-08 1.0977e-07 3.43288e-08 6.86694e-32 1.64378e-07 0 5.53912e-08 0 3.18863e-08 2.68088e-08 2.15123e-08 4.21399e-08 0 2.9916e-08 0 2.27845e-08 1.8882e-08 1.86209e-08 0 3.91156e-08 3.92385e-08 4.88651e-08 4.11036e-08 3.73302e-08 0 2.54336e-08 2.94188e-08 2.98925e-08 3.04163e-08 0 2.55917e-08 2.9001e-08 2.95675e-08 2.12402e-08 0 0 2.60092e-08 3.73489e-08 4.7499e-08 3.09615e-08 0 2.36518e-08 2.69361e-08 0 2.69302e-08 4.45725e-08 2.88584e-08 0 3.64239e-08 4.17014e-08 0 0 4.78456e-08 0 0 4.54704e-08 -------------------------------------------------------------- Initialization seed trial #334 of 1000; initialization seed = 493576559 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 498387 Distortion: 0.0358486 Distortions/cluster: 1.59192e-05 4.25897e-06 3.68715e-06 4.14214e-06 2.58303e-06 2.20347e-06 3.25156e-06 2.0278e-06 2.68381e-06 2.40745e-06 1.78899e-06 2.39055e-06 2.30949e-06 4.44617e-06 2.14116e-06 1.96628e-06 4.00473e-06 1.96021e-06 1.7849e-06 0.0356196 2.70235e-06 5.52023e-06 2.22327e-06 2.27029e-06 2.45348e-05 2.37044e-35 4.56695e-06 2.38792e-06 3.10656e-06 4.47856e-06 1.53427e-06 3.5266e-06 5.18381e-06 0 2.41827e-06 2.96188e-06 3.12463e-06 2.21566e-06 2.20873e-06 5.64121e-06 3.37788e-06 4.9183e-06 0 3.57135e-06 4.49267e-06 7.81271e-06 1.80983e-06 5.74624e-06 2.49699e-06 1.08283e-34 3.42078e-06 0 3.20048e-06 0 3.31278e-06 1.27749e-35 1.74273e-06 5.06063e-06 2.49878e-06 2.67347e-06 4.86304e-06 1.71578e-06 0 0 2.88712e-06 0 0 3.05834e-06 3.18716e-06 0 2.48884e-06 4.81569e-35 2.52715e-06 1.58325e-06 2.56841e-06 1.45958e-06 Variance: 6.13426e-06 Variances/cluster: 7.5794e-07 1.18266e-07 5.50154e-08 4.05958e-08 2.48347e-08 1.98493e-08 3.61252e-08 2.63326e-08 2.03301e-08 1.85173e-08 1.8069e-08 2.1534e-08 1.90844e-08 5.92624e-08 2.57949e-08 2.80871e-08 3.10416e-08 2.84064e-08 2.92582e-08 0.035575 3.75298e-08 8.76131e-08 2.22308e-08 2.98694e-08 2.72576e-06 0 1.69132e-07 1.97332e-08 3.2016e-08 5.46118e-08 2.55682e-08 4.70171e-08 3.01286e-08 0 2.2184e-08 4.0022e-08 2.58212e-08 7.91233e-08 1.93731e-08 4.54799e-08 4.06944e-08 3.19266e-08 0 3.00082e-08 4.44672e-08 3.20087e-08 1.69128e-08 4.13265e-08 2.52199e-08 0 3.71702e-08 0 3.40371e-08 0 4.03962e-08 0 1.93614e-08 4.32394e-08 2.13552e-08 3.07268e-08 3.798e-08 2.45087e-08 0 0 2.64842e-08 0 0 2.37056e-08 3.21909e-08 0 3.50509e-08 2.67973e-31 3.66232e-08 2.00393e-08 3.21023e-08 1.80175e-08 -------------------------------------------------------------- Initialization seed trial #335 of 1000; initialization seed = 493576560 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 690469 Distortion: 0.000477409 Distortions/cluster: 2.40494e-06 1.27201e-06 2.79181e-06 2.79854e-06 2.22308e-06 5.25522e-06 1.6612e-06 7.00995e-06 5.93427e-06 1.26476e-06 2.30372e-06 2.5228e-06 9.64317e-35 2.37044e-35 3.17426e-06 5.63931e-06 1.23628e-06 2.78935e-06 0 4.56695e-06 1.88019e-06 7.7324e-06 4.48113e-06 1.02292e-05 1.39152e-06 1.68026e-06 2.01899e-06 9.43748e-06 0 2.34051e-06 6.00468e-06 1.99558e-06 2.68958e-06 1.6638e-06 6.43628e-06 2.53157e-06 2.40848e-06 1.08283e-34 1.5055e-06 3.5947e-06 2.44181e-06 2.4762e-06 0 1.27749e-35 3.22639e-06 2.62512e-06 0 0 0 5.9104e-06 2.13444e-06 3.32301e-06 1.72476e-06 2.75903e-06 1.81847e-06 9.85484e-06 2.35493e-06 1.31171e-06 0 1.74556e-06 2.60798e-06 0.000272219 5.67859e-06 9.66374e-06 0 1.08109e-06 1.76267e-06 2.27215e-06 2.29267e-06 1.87272e-06 0 2.68308e-06 2.69976e-06 0 2.01331e-06 1.98555e-06 Variance: 8.16921e-08 Variances/cluster: 2.55815e-08 2.49384e-08 2.84854e-08 3.63418e-08 1.30756e-07 1.75159e-06 1.8663e-08 5.26906e-08 4.17771e-08 1.80658e-08 3.77634e-08 3.70966e-08 6.86694e-32 0 2.25105e-08 4.43896e-08 2.33232e-08 3.82079e-08 0 1.69132e-07 2.72468e-08 5.01944e-08 4.18669e-08 3.87344e-08 2.48463e-08 1.73203e-08 1.94114e-08 3.1981e-08 0 1.80024e-08 1.46407e-07 2.01556e-08 1.97746e-08 2.0539e-08 4.73102e-08 2.72189e-08 2.70592e-08 0 1.81365e-08 5.28587e-08 2.87245e-08 3.58841e-08 0 0 4.03264e-08 2.28251e-08 0 0 0 3.93959e-07 2.51089e-08 3.77582e-08 2.39526e-08 2.75878e-08 2.49083e-08 8.95767e-07 2.42755e-08 2.15008e-08 0 1.63122e-08 2.39243e-08 3.20226e-06 4.11358e-08 4.55686e-08 0 2.29995e-08 2.55437e-08 2.14336e-08 3.22883e-08 2.20301e-08 0 2.23567e-08 1.92823e-08 0 2.09701e-08 2.18173e-08 -------------------------------------------------------------- Initialization seed trial #336 of 1000; initialization seed = 493576561 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 726389 Distortion: 0.000217217 Distortions/cluster: 2.37044e-35 2.69758e-06 2.98891e-06 3.3588e-06 8.27193e-06 1.27749e-35 4.81569e-35 5.22138e-06 2.2189e-06 4.6067e-06 5.25815e-06 6.82257e-06 0 5.25522e-06 6.03991e-06 5.10903e-06 5.04084e-06 0 5.9104e-06 4.03331e-06 9.64317e-35 0 5.16087e-06 2.85767e-06 4.69292e-06 2.97374e-06 8.66831e-06 9.85484e-06 3.97173e-06 5.18263e-06 3.5293e-06 4.56695e-06 3.87923e-06 3.63042e-06 0 2.49777e-06 0 0 4.86693e-06 2.84716e-06 0 3.4902e-06 0 0 4.53347e-06 2.39162e-06 3.63371e-06 3.21856e-06 0 0 2.22308e-06 0 2.81547e-06 2.62558e-06 1.08283e-34 2.85783e-06 0 3.05832e-06 3.53785e-06 5.54259e-06 0 3.40443e-06 2.25382e-06 0 0 7.21886e-06 3.93274e-06 2.23425e-06 2.51316e-06 0 0 0 3.49285e-06 2.36083e-06 4.01663e-06 3.84669e-06 Variance: 3.71692e-08 Variances/cluster: 0 3.33004e-08 2.69239e-08 2.09907e-08 3.84614e-08 0 2.67973e-31 4.49972e-08 3.03935e-08 3.71477e-08 1.34779e-07 5.0151e-08 0 1.75159e-06 4.60913e-08 3.23251e-08 3.5994e-08 0 3.93959e-07 2.00645e-08 6.86694e-32 0 4.82175e-08 3.24709e-08 2.65114e-08 4.64606e-08 9.63048e-08 8.95767e-07 2.3361e-08 4.28176e-08 2.19192e-08 1.69132e-07 3.99896e-08 4.27072e-08 0 3.04578e-08 0 0 2.36238e-08 2.49729e-08 0 2.4068e-08 0 0 4.08286e-08 2.21422e-08 2.6139e-08 2.2664e-08 0 0 1.30756e-07 0 2.99492e-08 2.59933e-08 0 3.10606e-08 0 2.48623e-08 3.97478e-08 3.02775e-08 0 2.12752e-08 2.06749e-08 0 0 3.96514e-08 3.70894e-08 5.44894e-08 3.18093e-08 0 0 0 2.3758e-08 2.68252e-08 2.33505e-08 2.93615e-08 -------------------------------------------------------------- Initialization seed trial #337 of 1000; initialization seed = 493576562 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 62 BIC score: 498576 Distortion: 0.035847 Distortions/cluster: 5.79298e-06 2.85749e-06 4.27414e-06 4.82683e-06 2.53321e-06 1.6208e-06 2.28159e-06 3.5741e-06 2.67924e-06 2.08157e-06 1.08283e-34 2.43709e-06 4.9567e-06 2.86193e-06 4.40453e-06 2.5244e-06 7.89415e-06 4.81569e-35 1.84748e-06 1.9834e-06 2.85499e-06 8.77871e-06 5.48262e-06 6.2324e-06 5.35741e-06 2.23055e-06 2.45854e-06 2.36473e-06 1.88642e-06 2.72947e-06 1.71668e-06 2.32696e-06 1.27749e-35 3.03201e-06 2.81329e-06 1.85117e-06 2.55616e-06 2.37044e-35 3.98889e-06 1.87926e-06 1.98727e-06 0 2.09318e-06 4.14177e-06 0.0356196 2.30114e-06 2.73948e-06 1.67627e-06 1.84777e-06 2.62625e-06 2.15464e-06 1.42826e-05 0 5.45489e-06 0 0 2.8145e-06 0 4.5261e-06 1.39026e-06 0 1.74453e-06 0 2.48941e-06 5.2313e-06 2.15223e-06 0 2.30525e-06 1.4954e-06 4.53855e-06 2.30349e-06 2.72054e-06 3.51026e-06 2.45229e-06 0 2.45348e-05 Variance: 6.13399e-06 Variances/cluster: 4.35423e-08 2.88611e-08 1.64378e-07 2.96027e-08 3.12712e-08 2.10468e-08 3.08296e-08 3.96992e-08 1.96979e-08 2.53828e-08 0 2.3659e-08 4.02852e-08 1.93357e-08 6.29161e-08 2.01934e-08 9.07286e-08 2.67973e-31 3.02839e-08 3.00492e-08 1.0977e-07 4.02565e-08 2.88465e-08 4.18147e-08 4.2845e-08 2.59344e-08 2.50842e-08 1.95415e-08 3.77251e-08 2.31288e-08 2.20061e-08 2.4752e-08 0 3.98818e-08 1.86294e-08 3.49254e-08 1.111e-07 0 4.86302e-08 1.91739e-08 2.6146e-08 0 5.10486e-08 3.0906e-08 0.035575 3.65231e-08 3.18516e-08 4.78894e-08 3.42066e-08 3.75146e-08 2.29197e-08 7.14025e-07 0 3.30491e-08 0 0 2.34521e-08 0 2.52833e-08 2.04431e-08 0 2.00498e-08 0 2.48917e-08 4.05406e-08 3.31092e-08 0 2.53303e-08 3.11513e-08 3.04573e-08 1.68123e-08 3.35838e-08 3.5454e-08 3.40565e-08 0 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #338 of 1000; initialization seed = 493576563 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 21 BIC score: 722694 Distortion: 0.000229328 Distortions/cluster: 1.80248e-06 1.31763e-06 2.67834e-06 1.76616e-06 2.16766e-06 2.15325e-06 2.86847e-06 1.60752e-06 1.4006e-06 1.07028e-06 7.64334e-06 4.95042e-06 0 7.03473e-06 1.13275e-06 2.13616e-06 1.37428e-06 2.75265e-06 3.75597e-06 7.89415e-06 4.81569e-35 1.07394e-06 2.77673e-06 2.72206e-06 3.4312e-06 1.9476e-06 2.91623e-06 2.85499e-06 3.5321e-06 9.64317e-35 2.03718e-06 3.80951e-06 2.77357e-06 2.17964e-06 1.08283e-34 2.67603e-06 5.02944e-06 5.06799e-06 1.0206e-06 2.33775e-06 2.19605e-06 6.34357e-06 6.4128e-06 1.48496e-06 2.29204e-06 2.45348e-05 1.77552e-06 1.27749e-35 2.44878e-06 9.09707e-07 5.2306e-06 1.43504e-06 1.61064e-06 2.37044e-35 7.16906e-06 1.54134e-06 5.28533e-06 1.61325e-06 6.20994e-06 0 0 1.92823e-06 2.3225e-06 2.45967e-06 0 1.18215e-06 0 1.59192e-05 4.12607e-06 4.27414e-06 1.97028e-06 2.38573e-06 1.35502e-06 1.48041e-06 5.73738e-06 0 Variance: 3.92416e-08 Variances/cluster: 1.95899e-08 2.09124e-08 2.15976e-08 2.2075e-08 2.81488e-08 3.47276e-08 2.10898e-08 2.43535e-08 2.41463e-08 2.81627e-08 5.02692e-08 4.2662e-08 0 4.31439e-08 4.04528e-08 2.92598e-08 2.86282e-08 1.14655e-07 5.00752e-08 9.07286e-08 2.67973e-31 1.85145e-08 4.87102e-08 2.72184e-08 2.43324e-08 2.07173e-08 3.83682e-08 1.0977e-07 3.12548e-08 6.86694e-32 2.31471e-08 2.76027e-08 2.16667e-08 2.24684e-08 0 3.34475e-08 2.87371e-08 4.2935e-08 1.82233e-08 3.29234e-08 3.13695e-08 3.23546e-08 3.79335e-08 2.32004e-08 3.09709e-08 2.72576e-06 1.72365e-08 0 2.1668e-08 2.84249e-08 4.18309e-08 2.56234e-08 1.8095e-08 0 3.15713e-08 1.71245e-08 3.30225e-08 2.52047e-08 4.56467e-08 0 0 2.83536e-08 3.93619e-08 1.84916e-08 0 1.53512e-08 0 7.5794e-07 3.61905e-08 1.64378e-07 4.9253e-08 2.14912e-08 2.18532e-08 3.14952e-08 4.21741e-08 0 -------------------------------------------------------------- Initialization seed trial #339 of 1000; initialization seed = 493576564 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 498990 Distortion: 0.0358334 Distortions/cluster: 2.48454e-06 1.08283e-34 9.85484e-06 1.78842e-06 3.83586e-06 5.75745e-06 2.85937e-06 1.83029e-06 1.92242e-06 7.58114e-06 7.66204e-06 3.31931e-06 1.91866e-06 3.95496e-06 8.55988e-06 3.5619e-06 3.35775e-06 2.52845e-06 2.37044e-35 2.10445e-06 1.76658e-06 2.14206e-06 2.56716e-06 1.27749e-35 2.09302e-06 4.56695e-06 0 2.75569e-06 2.03184e-06 6.81158e-06 3.07326e-06 0 2.60146e-06 5.2959e-06 6.66536e-06 2.95913e-06 3.84514e-06 0 7.33412e-06 2.38529e-06 1.47701e-06 5.25522e-06 6.2047e-06 0.0356196 2.07196e-06 2.27036e-06 5.65973e-06 2.55097e-06 0 2.487e-06 0 2.47657e-06 2.25287e-06 2.08354e-06 0 3.08256e-06 0 4.81569e-35 4.82589e-06 0 2.88715e-06 2.67883e-06 0 2.16511e-06 5.58964e-06 0 6.0955e-06 2.06327e-06 5.5155e-06 3.44595e-06 2.44207e-06 1.72564e-06 0 0 0 2.80126e-06 Variance: 6.13166e-06 Variances/cluster: 2.67131e-08 0 8.95767e-07 1.96507e-08 5.40215e-08 3.55281e-08 2.19932e-08 3.58859e-08 3.15122e-08 4.92124e-08 5.17551e-08 2.2733e-08 2.36844e-08 2.34001e-08 9.61687e-08 3.04404e-08 3.77242e-08 2.5282e-08 0 2.56618e-08 1.96264e-08 2.78167e-08 2.07011e-08 0 1.70149e-08 1.69132e-07 0 2.96285e-08 2.47763e-08 4.102e-08 2.34579e-08 0 3.76999e-08 4.04137e-08 4.79367e-08 2.20811e-08 3.56003e-08 0 3.01717e-08 1.87796e-08 2.59095e-08 1.75159e-06 3.56476e-08 0.035575 1.8498e-08 3.19739e-08 4.22229e-08 2.02441e-08 0 3.5025e-08 0 2.66274e-08 1.4079e-07 1.91134e-08 0 4.00298e-08 0 2.67973e-31 3.98708e-08 0 3.4782e-08 3.5245e-08 0 1.95038e-08 3.99189e-07 0 4.54741e-08 2.14898e-08 1.37842e-07 2.37628e-08 3.17123e-08 1.93872e-08 0 0 0 2.37374e-08 -------------------------------------------------------------- Initialization seed trial #340 of 1000; initialization seed = 493576565 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498583 Distortion: 0.0358275 Distortions/cluster: 2.75454e-06 5.2913e-06 3.83144e-06 3.23286e-06 4.6587e-06 1.34648e-06 2.92739e-06 3.16141e-06 1.65399e-06 2.59902e-06 2.39882e-06 2.26139e-06 3.26906e-06 1.63197e-06 4.85736e-06 2.30758e-06 4.28593e-06 2.79379e-06 6.45786e-06 2.742e-06 1.81554e-06 1.71688e-06 2.37044e-35 3.37024e-06 3.10547e-06 4.64094e-06 5.25522e-06 5.30973e-06 3.42567e-06 3.6902e-06 0.0356196 4.14457e-06 2.35633e-06 2.86562e-06 0 3.93508e-06 4.68402e-06 2.72658e-06 2.23298e-06 0 0 9.85484e-06 3.67821e-06 2.24629e-06 4.81569e-35 2.56394e-06 3.73419e-06 1.27749e-35 3.97714e-06 3.13402e-06 3.51958e-06 3.02962e-06 3.32579e-06 3.24665e-06 0 1.74979e-06 2.73331e-06 2.77429e-06 1.08283e-34 3.38594e-06 3.22727e-06 2.74019e-06 2.22741e-06 0 3.16595e-06 2.37945e-06 3.26909e-06 3.9436e-06 0 5.3908e-06 2.49016e-06 0 3.03424e-06 0 3.38281e-06 0 Variance: 6.13065e-06 Variances/cluster: 3.57617e-08 1.35629e-07 2.57121e-08 2.24484e-08 3.98049e-08 2.2071e-08 3.85158e-08 2.02637e-08 1.79761e-08 2.76467e-08 5.45019e-08 4.61367e-08 3.0259e-08 2.01459e-08 3.85381e-08 3.44301e-08 2.42122e-08 3.24752e-08 4.0355e-07 3.80707e-08 2.55686e-08 3.3653e-08 0 4.01098e-08 2.72386e-08 2.81176e-08 1.75159e-06 2.91717e-08 4.82445e-08 4.05481e-08 0.035575 3.21257e-08 2.45429e-08 2.67789e-08 0 4.09873e-08 4.1818e-08 3.89394e-08 1.59484e-07 0 0 8.95767e-07 4.13246e-08 2.73905e-08 2.67973e-31 2.94679e-08 2.6111e-08 0 3.78745e-08 2.1464e-08 1.06645e-07 2.44303e-08 2.99523e-08 3.95802e-08 0 1.94399e-08 2.37651e-08 3.6027e-08 0 2.58384e-08 4.67564e-08 5.16971e-08 3.65035e-08 0 1.89561e-08 2.45281e-08 2.31827e-08 3.03255e-08 0 7.92686e-08 2.73612e-08 0 2.04992e-08 0 2.96711e-08 0 -------------------------------------------------------------- Initialization seed trial #341 of 1000; initialization seed = 493576566 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 726934 Distortion: 0.000210123 Distortions/cluster: 3.57223e-06 2.98128e-06 4.64445e-06 4.20037e-06 7.89415e-06 2.85499e-06 2.63266e-06 4.24717e-06 6.90204e-06 1.5554e-06 4.23881e-06 2.36238e-06 1.59267e-06 4.81569e-35 1.83662e-06 3.33998e-06 4.27414e-06 2.37044e-35 3.27883e-06 3.81091e-06 1.74653e-06 1.17709e-06 2.17657e-06 2.11983e-06 1.33912e-06 2.54117e-06 1.87371e-06 3.85223e-06 4.70295e-06 3.91996e-06 6.45786e-06 0 5.20694e-06 1.79851e-06 3.34094e-06 3.63377e-06 2.49304e-06 1.08283e-34 2.4608e-06 3.28759e-06 3.84782e-06 1.27749e-35 3.01554e-06 0 2.79726e-06 3.14442e-06 9.85484e-06 3.66213e-06 5.25522e-06 5.03738e-06 2.40366e-06 5.01389e-06 0 0 5.00984e-06 5.18027e-06 0 0 1.24551e-06 0 2.20408e-06 9.64317e-35 0 0 1.5279e-06 0 2.19751e-06 2.73677e-06 5.03558e-06 0 3.02021e-06 1.70717e-06 3.178e-06 5.88295e-06 4.03651e-06 2.78079e-06 Variance: 3.59553e-08 Variances/cluster: 2.07669e-08 2.34723e-08 3.71526e-08 4.20011e-08 9.07286e-08 1.0977e-07 2.68616e-08 4.08247e-08 3.108e-08 2.99089e-08 4.28126e-08 3.80996e-08 1.96603e-08 2.67973e-31 2.29551e-08 3.79418e-08 1.64378e-07 0 2.02379e-08 3.04845e-08 1.72908e-08 1.61226e-08 1.8136e-08 2.40861e-08 1.8859e-08 3.06066e-08 2.08171e-08 3.85098e-08 3.11352e-08 3.84184e-08 4.0355e-07 0 3.471e-08 1.71272e-08 4.84049e-08 4.17637e-08 2.54368e-08 0 1.11816e-07 3.61157e-08 3.52979e-08 0 3.72259e-08 0 3.8306e-08 2.88454e-08 8.95767e-07 2.6925e-08 1.75159e-06 3.87457e-08 2.47772e-08 2.42196e-08 0 0 3.47794e-08 4.21021e-08 0 0 2.18486e-08 0 3.33922e-08 6.86694e-32 0 0 1.86307e-08 0 2.55502e-08 1.91365e-08 3.16599e-08 0 2.99005e-08 2.37086e-08 4.07311e-08 5.4467e-08 3.70211e-08 2.37654e-08 -------------------------------------------------------------- Initialization seed trial #342 of 1000; initialization seed = 493576567 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 498232 Distortion: 0.035873 Distortions/cluster: 0.0356196 2.40385e-06 4.14299e-06 3.83291e-06 2.10011e-06 3.31208e-06 2.37433e-06 2.44619e-06 1.91625e-06 4.29073e-06 2.90415e-06 4.85957e-06 2.02312e-06 2.84547e-06 4.05205e-06 1.96373e-06 4.81569e-35 1.69526e-06 1.861e-06 4.4831e-06 2.4902e-06 3.17315e-06 2.40597e-06 2.42659e-06 2.37044e-35 2.52514e-06 1.93533e-06 2.06713e-06 1.39698e-06 2.67314e-06 2.54422e-06 2.43318e-06 4.58495e-06 2.32172e-06 1.92334e-06 2.68078e-06 2.95394e-06 3.60682e-06 1.94349e-06 2.14001e-06 3.08316e-06 4.68759e-06 2.37976e-06 0 4.22633e-06 3.93021e-06 2.91202e-06 3.85646e-06 5.75053e-06 4.35604e-05 1.27749e-35 3.01631e-06 3.27906e-06 2.31538e-06 1.08283e-34 3.22746e-06 0 2.46104e-06 2.96268e-06 2.41597e-06 0 0 4.92135e-06 3.41756e-06 1.91446e-06 2.65296e-06 2.86533e-05 3.00079e-06 5.18454e-06 3.04476e-06 2.09767e-06 0 0 2.8085e-06 0 0 Variance: 6.13844e-06 Variances/cluster: 0.035575 2.22559e-08 7.26791e-08 2.7975e-08 2.79922e-08 3.449e-08 2.39803e-08 3.2184e-08 3.30279e-08 3.10821e-08 3.67493e-08 3.94958e-08 2.19882e-08 4.00646e-08 2.45555e-08 2.00363e-08 2.67973e-31 2.11882e-08 5.02928e-08 2.43625e-08 4.0161e-08 2.80717e-08 3.04451e-08 2.1284e-08 0 3.19609e-08 2.38909e-08 1.89622e-08 2.97204e-08 2.75549e-08 3.18e-08 3.42675e-08 5.73066e-08 2.03641e-08 3.69838e-08 2.5288e-08 3.64563e-08 2.14673e-08 3.80951e-08 2.77898e-08 2.99238e-08 4.46304e-08 3.66094e-08 0 2.44276e-08 3.47776e-08 2.42647e-08 4.19144e-08 1.47437e-07 2.7222e-06 0 2.66843e-08 5.12198e-08 2.57178e-08 0 3.50782e-08 0 4.55596e-08 4.05712e-08 2.25765e-08 0 0 2.7038e-08 3.02412e-08 3.29974e-08 1.99448e-08 3.33141e-07 2.80424e-08 1.3639e-07 3.80564e-08 1.67799e-08 0 0 3.69418e-08 0 0 -------------------------------------------------------------- Initialization seed trial #343 of 1000; initialization seed = 493576568 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 722896 Distortion: 0.000229394 Distortions/cluster: 2.44219e-06 2.85322e-06 8.55988e-06 1.82302e-06 2.47374e-06 1.80732e-06 4.00602e-06 2.16718e-06 1.83468e-06 2.14784e-06 3.92848e-06 3.37271e-06 3.97449e-06 2.45739e-06 2.19863e-06 3.61115e-06 4.09317e-06 1.9016e-06 2.96688e-06 1.27749e-35 2.17726e-06 2.59382e-06 2.37044e-35 4.87316e-06 3.31045e-06 0 2.30647e-06 3.06889e-06 2.44871e-06 2.79769e-06 0 4.58111e-06 3.02693e-06 0 5.53846e-06 2.09569e-06 0 3.14004e-06 2.08549e-06 9.64317e-35 2.61532e-06 2.39895e-06 4.55594e-06 2.45348e-05 2.63908e-06 0 0 4.99033e-06 3.87008e-06 3.10094e-06 3.38312e-06 4.56695e-06 2.52601e-06 1.59192e-05 2.85832e-06 0 4.01221e-06 0 1.81736e-06 4.73e-06 5.5201e-06 2.77084e-06 3.24036e-06 2.42503e-06 3.01125e-06 0 1.08283e-34 2.86805e-06 5.23183e-06 3.21874e-06 2.22419e-06 3.98991e-06 3.71121e-06 4.81569e-35 0 0 Variance: 3.92529e-08 Variances/cluster: 2.80686e-08 3.7052e-08 9.61687e-08 1.96004e-08 2.87618e-08 1.94313e-08 4.17267e-08 2.28104e-08 3.21768e-08 2.68455e-08 3.14177e-08 2.09467e-08 3.82037e-08 2.27509e-08 3.7895e-08 2.65439e-08 3.82506e-08 1.69771e-08 4.70791e-08 0 2.90278e-08 3.55205e-08 0 4.55299e-08 2.58601e-08 0 2.05917e-08 3.4863e-08 2.7199e-08 4.05328e-08 0 4.36259e-08 3.78242e-08 0 5.37668e-08 3.32538e-08 0 2.96205e-08 1.82921e-08 6.86694e-32 2.72406e-08 4.20731e-08 2.72787e-08 2.72576e-06 3.76887e-08 0 0 3.28202e-08 7.73757e-08 2.18357e-08 5.73359e-08 1.69132e-07 2.21561e-08 7.5794e-07 3.52765e-08 0 1.14597e-07 0 2.01907e-08 2.88389e-08 2.60359e-08 2.58926e-08 3.41062e-08 2.63565e-08 2.0909e-08 0 0 2.18916e-08 2.88956e-08 3.31801e-08 2.85128e-08 4.53358e-08 2.3941e-08 2.67973e-31 0 0 -------------------------------------------------------------- Initialization seed trial #344 of 1000; initialization seed = 493576569 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 726467 Distortion: 0.000211244 Distortions/cluster: 2.35978e-06 1.99704e-06 3.25275e-06 2.58102e-06 5.18454e-06 1.08283e-34 2.2013e-06 2.28444e-06 1.8227e-06 1.27749e-35 1.76408e-06 9.64317e-35 1.94032e-06 1.92102e-06 0 6.12375e-06 2.69444e-06 3.37239e-06 2.81231e-06 2.37044e-35 3.23115e-06 3.71778e-06 3.27383e-06 0 3.70688e-06 4.56695e-06 5.52168e-06 5.07839e-06 2.99869e-06 2.28812e-06 1.53211e-06 1.72317e-06 5.9731e-06 1.83023e-06 4.19955e-06 2.96118e-06 0 0 1.15749e-06 4.81569e-35 9.85484e-06 2.51691e-06 2.20479e-06 3.49688e-06 6.45786e-06 3.55963e-06 1.71199e-06 6.11232e-06 2.04204e-06 3.3269e-06 1.45762e-06 4.46769e-06 2.26912e-06 3.25351e-06 2.87073e-06 1.72289e-06 0 4.82986e-06 1.7956e-06 0 8.16378e-06 5.25522e-06 4.54552e-06 9.11448e-07 0 2.2733e-06 6.11891e-06 0 1.73111e-06 3.00147e-06 4.33665e-06 2.60906e-06 6.64146e-06 1.91011e-06 1.43985e-06 2.28246e-06 Variance: 3.61471e-08 Variances/cluster: 2.01673e-08 2.93656e-08 3.96652e-08 2.53011e-08 1.3639e-07 0 2.15795e-08 1.91953e-08 2.09487e-08 0 2.79989e-08 6.86694e-32 2.98484e-08 2.86695e-08 0 2.83414e-08 3.84887e-08 4.81625e-08 2.75625e-08 0 3.89261e-08 2.65528e-08 4.60949e-08 0 2.4385e-08 1.69132e-07 2.83138e-08 4.19567e-08 3.48653e-08 3.51992e-08 1.76084e-08 2.23768e-08 4.14665e-08 2.01101e-08 4.07589e-08 2.33136e-08 0 0 3.73355e-08 2.67973e-31 8.95767e-07 3.70102e-08 5.12697e-08 2.55162e-08 4.0355e-07 2.37288e-08 2.76103e-08 4.01997e-08 4.00367e-08 2.13238e-08 1.84491e-08 3.28478e-08 1.75885e-08 3.35302e-08 2.12628e-08 2.46101e-08 0 3.99031e-08 2.36243e-08 0 9.38273e-08 1.75159e-06 4.32764e-08 3.2549e-08 0 2.47076e-08 4.89366e-08 0 2.40411e-08 3.03152e-08 2.61221e-08 2.99865e-08 4.67558e-08 3.47261e-08 2.14884e-08 3.45799e-08 -------------------------------------------------------------- Initialization seed trial #345 of 1000; initialization seed = 493576570 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 727411 Distortion: 0.000208311 Distortions/cluster: 2.75265e-06 1.27749e-35 7.89415e-06 1.90928e-06 9.85484e-06 4.81569e-35 2.73838e-06 2.77133e-06 2.36682e-06 1.23842e-06 3.60469e-06 4.65647e-06 2.37044e-35 6.26148e-06 2.19644e-06 1.74995e-06 9.36502e-06 2.6516e-06 3.37244e-06 1.08283e-34 2.22551e-06 5.25522e-06 1.87161e-06 4.2305e-06 6.14322e-06 4.47418e-06 2.85499e-06 2.06796e-06 2.53287e-06 2.73577e-06 5.38555e-06 0 2.34315e-06 2.45558e-06 5.9104e-06 2.47319e-06 1.36229e-06 1.57165e-06 2.72196e-06 2.31206e-06 5.22803e-06 2.8814e-06 2.53516e-06 0 4.77073e-06 2.22308e-06 5.19857e-06 2.70574e-06 0 3.16605e-06 4.69226e-06 2.00937e-06 1.48838e-06 3.21506e-06 3.31211e-06 9.64317e-35 0 2.01906e-06 0 4.45393e-06 2.57388e-06 1.85668e-06 0 6.16926e-06 0 2.74241e-06 2.68532e-06 0 1.86041e-06 0 1.93147e-06 4.27414e-06 3.35812e-06 2.39429e-06 2.25421e-06 0 Variance: 3.56452e-08 Variances/cluster: 1.14655e-07 0 9.07286e-08 2.07506e-08 8.95767e-07 2.67973e-31 2.68445e-08 2.34838e-08 3.33328e-08 2.81437e-08 2.41902e-08 4.19364e-08 0 3.16132e-08 2.78006e-08 4.26782e-08 4.08822e-08 3.73442e-08 2.30969e-08 0 2.00473e-08 1.75159e-06 2.36892e-08 2.53301e-08 4.23534e-08 4.18011e-08 1.0977e-07 3.69247e-08 2.059e-08 3.14427e-08 4.10976e-08 0 2.05518e-08 3.55849e-08 3.93959e-07 2.44841e-08 2.72433e-08 3.41633e-08 2.28716e-08 2.96392e-08 4.05152e-08 1.92076e-08 3.05414e-08 0 2.92587e-08 1.30756e-07 3.14962e-08 3.97868e-08 0 5.45823e-08 4.18813e-08 2.87027e-08 2.36229e-08 1.96023e-08 4.86929e-08 6.86694e-32 0 2.32048e-08 0 2.31955e-08 1.96463e-08 3.50294e-08 0 4.4369e-08 0 2.85643e-08 2.65842e-08 0 2.38491e-08 0 1.89343e-08 1.64378e-07 2.79818e-08 1.90007e-08 2.45002e-08 0 -------------------------------------------------------------- Initialization seed trial #346 of 1000; initialization seed = 493576571 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 594832 Distortion: 0.0041261 Distortions/cluster: 3.13794e-06 2.01838e-06 2.30215e-06 9.85484e-06 7.76697e-06 1.7855e-06 1.02862e-05 2.85499e-06 9.64317e-35 3.73488e-06 1.68313e-06 2.50882e-06 1.59732e-06 2.70588e-06 3.73974e-06 2.1157e-06 2.55616e-06 2.11519e-06 2.21598e-06 3.23633e-06 6.30204e-06 2.37044e-35 3.40628e-06 2.89327e-06 1.64107e-06 2.79606e-06 2.24273e-06 5.24436e-06 1.74534e-06 3.01224e-06 2.25825e-06 3.25214e-06 0 2.91568e-06 4.61488e-06 3.24067e-06 6.45786e-06 1.49753e-06 2.28961e-06 1.59187e-06 2.26112e-06 3.05625e-06 0 7.52465e-06 1.24333e-05 4.25651e-06 2.55801e-06 3.25159e-06 0 0 5.25522e-06 2.81683e-06 0 1.95335e-06 4.81569e-35 0 3.66557e-06 0 0.00391362 2.80777e-06 3.58865e-06 1.56152e-06 2.98389e-06 2.10303e-06 3.70127e-06 0 2.1666e-06 2.04407e-06 4.06632e-06 1.69832e-06 1.79283e-06 0 0 4.27414e-06 5.04083e-06 0 Variance: 7.06041e-07 Variances/cluster: 3.30281e-08 2.24245e-08 2.80727e-08 8.95767e-07 9.03049e-08 1.59406e-08 3.33858e-08 1.0977e-07 6.86694e-32 4.01575e-08 2.24398e-08 2.61313e-08 2.75376e-08 3.10994e-08 3.93626e-08 2.67787e-08 1.111e-07 2.01429e-08 2.80481e-08 2.54802e-08 4.01274e-08 0 4.86465e-08 2.03727e-08 3.90694e-08 2.43107e-08 1.9167e-08 4.22806e-08 3.79394e-08 3.62888e-08 2.30414e-08 3.96472e-08 0 2.08239e-08 3.97704e-08 2.31454e-08 4.0355e-07 2.26879e-08 2.02602e-08 2.69785e-08 2.11301e-08 3.81997e-08 0 4.06608e-08 4.28592e-08 3.04009e-08 3.08166e-08 5.33e-08 0 0 1.75159e-06 2.65707e-08 0 2.10014e-08 2.67973e-31 0 3.85723e-08 0 0.00391989 2.21065e-08 3.48382e-08 2.78815e-08 2.02968e-08 2.04159e-08 3.66343e-08 0 2.4618e-08 2.83873e-08 4.23539e-08 2.4973e-08 3.38156e-08 0 0 1.64378e-07 4.30703e-08 0 -------------------------------------------------------------- Initialization seed trial #347 of 1000; initialization seed = 493576572 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 727243 Distortion: 0.000207919 Distortions/cluster: 2.93503e-06 2.88183e-06 4.81569e-35 7.89415e-06 2.81527e-06 2.37044e-35 3.86911e-06 3.46859e-06 5.68748e-06 3.62581e-06 0 2.75265e-06 2.10374e-06 3.32802e-06 2.11598e-06 2.03419e-06 2.53035e-06 4.64251e-06 2.06805e-06 2.25524e-06 2.42356e-06 2.02755e-06 3.30862e-06 4.74236e-06 6.33285e-06 2.74539e-06 9.64317e-35 3.57885e-06 0 1.62411e-06 4.86664e-06 1.76084e-06 3.17996e-06 2.52517e-06 0 3.60472e-06 2.92347e-06 3.37266e-06 3.40048e-06 4.27414e-06 1.97048e-06 3.42368e-06 2.16054e-06 1.63318e-06 3.2787e-06 2.66387e-06 0 5.25522e-06 2.82303e-06 1.74848e-06 4.23093e-06 2.1852e-06 0 3.46848e-06 2.19211e-06 2.85499e-06 0 3.11273e-06 1.27749e-35 6.45786e-06 9.85484e-06 4.60273e-06 1.51725e-06 1.99424e-06 4.83627e-06 3.0181e-06 0 2.22021e-06 4.29242e-06 1.08283e-34 0 3.38938e-06 2.14304e-06 0 4.76392e-06 2.12804e-06 Variance: 3.55783e-08 Variances/cluster: 4.1915e-08 4.2376e-08 2.67973e-31 9.07286e-08 2.19923e-08 0 2.72449e-08 2.34344e-08 2.53883e-08 3.07246e-08 0 1.14655e-07 2.10356e-08 3.50206e-08 2.71256e-08 2.2854e-08 2.45636e-08 3.62664e-08 3.23113e-08 2.03152e-08 3.2748e-08 2.0073e-08 2.52539e-08 3.88602e-08 4.48994e-08 2.95177e-08 6.86694e-32 3.68834e-08 0 3.86656e-08 3.37852e-08 3.03566e-08 3.5718e-08 3.41213e-08 0 4.93753e-08 2.56422e-08 2.67584e-08 4.85636e-08 1.64378e-07 1.77499e-08 2.36093e-08 5.83882e-08 2.2068e-08 3.1223e-08 3.4593e-08 0 1.75159e-06 3.61808e-08 2.21301e-08 3.84504e-08 3.76734e-08 0 2.18125e-08 2.43544e-08 1.0977e-07 0 1.84169e-08 0 4.0355e-07 8.95767e-07 4.46725e-08 1.87294e-08 2.26591e-08 3.02168e-08 3.5504e-08 0 3.89473e-08 2.46609e-08 0 0 2.66857e-08 3.51288e-08 0 4.14118e-08 2.10678e-08 -------------------------------------------------------------- Initialization seed trial #348 of 1000; initialization seed = 493576573 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 594812 Distortion: 0.00412594 Distortions/cluster: 5.13597e-06 2.77203e-06 3.09244e-06 1.76763e-06 3.33343e-06 2.87711e-06 5.68371e-06 3.72684e-06 0 5.21427e-06 6.45786e-06 2.81463e-06 9.64317e-35 6.20688e-06 4.25897e-06 2.2693e-06 2.09372e-06 2.37044e-35 3.94928e-06 0 3.88919e-06 3.2557e-06 2.27948e-06 2.45278e-06 2.27096e-06 9.85484e-06 1.69494e-06 5.03428e-06 3.10888e-06 0.00391362 3.51958e-06 8.15831e-06 6.2618e-06 1.57248e-06 0 0 2.70949e-06 1.76018e-06 2.9758e-06 0 6.14329e-06 2.23243e-06 0 1.92858e-06 2.39939e-06 2.96924e-06 4.57775e-06 0 5.32193e-06 0 5.67313e-06 0 2.77446e-06 1.3543e-06 3.96365e-06 3.41535e-06 2.70322e-06 0 0 4.81736e-06 4.18914e-06 2.7544e-06 3.25611e-06 1.59187e-06 0 2.35933e-06 1.22278e-06 4.81569e-35 3.02182e-06 1.60847e-06 2.26475e-06 3.25222e-06 5.25522e-06 1.85967e-06 3.33589e-06 3.61652e-06 Variance: 7.06012e-07 Variances/cluster: 2.49297e-08 3.74476e-08 2.57677e-08 2.71918e-08 2.75466e-08 3.5517e-08 3.15658e-08 4.28231e-08 0 6.51565e-08 4.0355e-07 2.21606e-08 6.86694e-32 3.83019e-08 1.18266e-07 1.78669e-08 1.61041e-07 0 2.56424e-08 0 3.77467e-08 3.07114e-08 2.61983e-08 3.14431e-08 2.46814e-08 8.95767e-07 2.17281e-08 4.33952e-08 2.39124e-08 0.00391989 1.06645e-07 3.18579e-08 4.77857e-08 1.7278e-08 0 0 3.56485e-08 1.93409e-08 3.41937e-08 0 8.6516e-08 1.74393e-08 0 2.92185e-08 2.32925e-08 3.19245e-08 4.16022e-08 0 3.24402e-08 0 4.80625e-08 0 2.98303e-08 1.82996e-08 4.12844e-08 6.0983e-08 2.19748e-08 0 0 3.64921e-08 4.14741e-08 2.07073e-08 2.34232e-08 2.44882e-08 0 2.18438e-08 2.54719e-08 2.67973e-31 3.82386e-08 2.82162e-08 5.14671e-08 4.27784e-08 1.75159e-06 1.99942e-08 2.95186e-08 2.36353e-08 -------------------------------------------------------------- Initialization seed trial #349 of 1000; initialization seed = 493576574 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 494197 Distortion: 0.0397403 Distortions/cluster: 1.48749e-06 0.00391362 3.32364e-06 2.14327e-06 2.31067e-06 2.99293e-06 3.91545e-06 2.90157e-06 0.0356196 3.2075e-06 2.56271e-06 2.10214e-06 6.45786e-06 1.85322e-06 5.25522e-06 3.95137e-06 3.43117e-06 2.26282e-06 2.91248e-06 2.81189e-06 3.97567e-06 3.25509e-06 3.84024e-06 5.23153e-06 4.59134e-06 3.70442e-06 3.65073e-06 2.76978e-06 2.57008e-06 3.03279e-06 4.2991e-06 2.37044e-35 3.3995e-06 3.18744e-06 2.26658e-06 3.60129e-06 2.74355e-06 3.76886e-06 3.77975e-06 2.3845e-06 2.0949e-06 2.83493e-06 1.92421e-06 2.98076e-06 5.02784e-06 2.99244e-06 2.28404e-06 3.28247e-06 3.94651e-06 3.71574e-06 4.81569e-35 0 3.29119e-06 5.66345e-06 2.48001e-06 0 2.29419e-06 3.01912e-06 0 0 2.48702e-06 0 9.85484e-06 4.81079e-06 0 4.42733e-06 2.26444e-06 0 5.98161e-06 0 2.71769e-06 1.9853e-06 0 2.84248e-06 0 0 Variance: 6.80019e-06 Variances/cluster: 5.12874e-08 0.00391989 5.11286e-08 2.81984e-08 3.12151e-08 2.62507e-08 2.68158e-08 2.63748e-08 0.035575 4.16433e-08 3.41665e-08 3.50335e-08 4.0355e-07 3.36836e-08 1.75159e-06 3.91097e-08 3.98844e-08 9.83494e-08 1.00421e-07 1.93901e-08 3.518e-08 2.2447e-08 2.4458e-08 2.92169e-08 2.92416e-08 8.05235e-08 2.31039e-08 3.18334e-08 3.77828e-08 2.049e-08 3.64299e-08 0 3.54008e-08 3.54131e-08 4.1208e-08 2.09359e-08 4.49723e-08 4.71065e-08 3.74111e-08 2.33754e-08 2.35361e-08 2.38208e-08 1.48005e-07 2.20778e-08 4.33291e-08 2.3016e-08 3.04514e-08 2.4865e-08 3.86786e-08 3.09618e-08 2.67973e-31 0 2.91228e-08 3.02758e-08 1.92232e-08 0 2.0666e-08 2.95963e-08 0 0 3.65617e-08 0 8.95767e-07 3.14328e-08 0 4.25668e-08 2.03982e-08 0 3.64616e-08 0 3.9954e-08 3.30857e-08 0 1.18397e-07 0 0 -------------------------------------------------------------- Initialization seed trial #350 of 1000; initialization seed = 493576575 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 595080 Distortion: 0.00413016 Distortions/cluster: 2.23429e-06 3.0777e-06 1.66688e-06 4.81569e-35 5.25522e-06 2.6719e-06 9.04115e-06 2.14338e-06 8.263e-06 1.71922e-06 2.05912e-06 1.96757e-06 1.56546e-06 2.37044e-35 2.14753e-06 9.64317e-35 6.21631e-06 4.3394e-06 2.06951e-06 3.87414e-06 1.94181e-06 3.14629e-06 2.39934e-06 2.23865e-06 5.65902e-06 1.65907e-06 9.85484e-06 0.00391362 0 1.0659e-05 2.63301e-06 3.05462e-06 1.87967e-06 3.17934e-06 2.69426e-06 2.69717e-06 0 1.58707e-06 2.18824e-06 2.31841e-06 2.74812e-06 2.32527e-06 2.92878e-06 2.05144e-06 8.44155e-06 2.26835e-06 5.83568e-06 4.56695e-06 2.66972e-06 5.9104e-06 6.99814e-06 0 0 2.31962e-06 0 0 8.39942e-06 0 3.44654e-06 3.01841e-06 7.24361e-06 0 0 2.31663e-06 2.22308e-06 1.11709e-05 0 0 1.96903e-06 1.15408e-06 1.95771e-06 0 0 2.45924e-06 0 2.01224e-06 Variance: 7.06735e-07 Variances/cluster: 1.90948e-08 2.34915e-08 2.08341e-08 2.67973e-31 1.75159e-06 2.52036e-08 4.07124e-08 1.78599e-08 5.29521e-08 2.96391e-08 2.28771e-08 2.45922e-08 2.84602e-08 0 3.40846e-08 6.86694e-32 3.34101e-08 4.21265e-08 2.65298e-08 3.91295e-08 2.00163e-08 3.8367e-08 1.9665e-08 2.54371e-08 4.22177e-08 1.6425e-08 8.95767e-07 0.00391989 0 5.40892e-08 3.55785e-08 2.26241e-08 2.93672e-08 2.11931e-08 2.07229e-08 1.87287e-08 0 2.44144e-08 2.0449e-08 2.97207e-08 2.74789e-08 2.50007e-08 2.00584e-08 2.30479e-08 4.63672e-08 2.11976e-08 1.42286e-07 1.69132e-07 2.30128e-08 3.93959e-07 3.19445e-08 0 0 2.54874e-08 0 0 9.43662e-08 0 4.00726e-08 3.91972e-08 4.85992e-08 0 0 2.49079e-08 1.30756e-07 4.24613e-08 0 0 2.34387e-08 2.81457e-08 3.10719e-08 0 0 5.12296e-08 0 2.14049e-08 -------------------------------------------------------------- Initialization seed trial #351 of 1000; initialization seed = 493576576 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 723163 Distortion: 0.000233181 Distortions/cluster: 1.23574e-06 2.27114e-06 2.75944e-06 3.44994e-06 2.56461e-06 2.76649e-06 4.28127e-06 6.809e-06 1.87491e-06 2.4621e-06 1.59192e-05 3.78269e-06 3.3955e-06 4.58789e-06 3.64191e-06 2.08541e-06 2.48362e-06 8.00262e-06 2.37682e-06 1.08283e-34 4.81569e-35 4.35357e-06 2.37044e-35 6.12871e-06 3.25934e-06 5.52004e-06 3.33587e-06 9.64317e-35 2.75265e-06 2.58749e-06 3.26172e-06 2.30568e-06 2.85499e-06 0 3.27974e-06 3.28939e-06 6.89194e-06 4.27414e-06 6.81469e-06 0 3.14585e-06 0 1.27749e-35 3.53064e-06 0 0 0 4.90629e-06 2.69349e-06 2.54371e-06 7.18608e-06 1.98157e-06 3.28271e-06 0 3.25504e-06 5.84948e-06 0 4.27249e-06 3.23393e-06 0 0 1.87691e-06 0 0 1.73203e-06 0 2.75401e-06 2.45348e-05 0 4.17182e-06 3.2622e-06 2.72854e-06 0 0 5.27611e-06 3.30275e-06 Variance: 3.99009e-08 Variances/cluster: 3.63331e-08 3.78406e-08 2.73189e-08 2.51738e-08 3.24534e-08 3.50074e-08 2.50337e-08 2.9731e-08 3.23153e-08 4.03587e-08 7.5794e-07 2.33478e-08 3.49947e-08 4.05877e-08 3.53551e-08 4.84816e-08 3.82062e-08 9.09302e-08 3.54632e-08 0 2.67973e-31 4.73172e-08 0 3.00401e-08 3.32475e-08 3.15399e-08 3.92422e-08 6.86694e-32 1.14655e-07 3.64403e-08 3.83605e-08 3.65956e-08 1.0977e-07 0 3.72575e-08 4.7658e-08 2.76761e-08 1.64378e-07 3.34024e-08 0 3.31114e-08 0 0 2.86949e-08 0 0 0 2.582e-08 2.49315e-08 3.34672e-08 2.8401e-08 3.60264e-08 3.15543e-08 0 2.75818e-08 3.12779e-08 0 2.37336e-08 3.43921e-08 0 0 2.80045e-08 0 0 4.94824e-08 0 3.16449e-08 2.72576e-06 0 2.23066e-08 2.8613e-08 2.67482e-08 0 0 2.16215e-08 3.17545e-08 -------------------------------------------------------------- Initialization seed trial #352 of 1000; initialization seed = 493576577 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 498699 Distortion: 0.0358334 Distortions/cluster: 3.53024e-06 1.277e-06 1.42247e-06 4.12452e-06 5.25522e-06 5.72952e-06 1.51049e-06 2.686e-06 3.18425e-06 2.36412e-06 2.47634e-06 1.11708e-06 1.76186e-06 2.37044e-35 4.98343e-06 3.64225e-06 6.76403e-06 2.51467e-06 3.6709e-06 1.77461e-06 9.85484e-06 8.02111e-06 5.9104e-06 1.52261e-06 3.03089e-06 1.98748e-06 0 1.41219e-06 1.71093e-06 0 6.46187e-06 2.01734e-06 0 5.71883e-06 1.08283e-34 5.62955e-06 0 9.46678e-06 2.45518e-06 2.40356e-06 2.26422e-06 1.53111e-06 1.02231e-06 0 2.78751e-06 6.28966e-06 1.49613e-06 2.78844e-06 5.03724e-06 1.98882e-06 1.72377e-06 2.165e-06 1.05776e-05 7.76697e-06 4.27414e-06 0.0356196 4.81569e-35 1.51813e-06 1.27749e-35 1.22594e-06 1.78101e-06 2.77661e-06 2.73618e-06 2.46004e-06 2.02361e-06 1.75455e-06 1.71474e-06 0 2.75265e-06 3.65131e-06 1.95837e-06 2.85499e-06 0 0 0 5.5631e-06 Variance: 6.13166e-06 Variances/cluster: 4.15296e-08 2.71679e-08 1.75593e-08 4.04329e-08 1.75159e-06 4.50998e-08 2.84973e-08 2.25693e-08 2.84285e-08 4.07572e-08 1.87579e-08 2.42818e-08 2.79634e-08 0 4.05123e-08 3.19469e-08 4.60001e-08 2.48954e-08 3.9469e-08 1.68996e-08 8.95767e-07 4.50479e-08 3.93959e-07 3.38319e-08 2.14938e-08 2.36577e-08 0 1.88275e-08 1.96636e-08 0 3.71252e-08 2.21666e-08 0 5.39465e-08 0 3.29106e-08 0 5.08803e-08 1.87402e-08 2.82746e-08 1.93506e-08 2.35527e-08 2.12957e-08 0 4.72417e-08 4.03056e-08 1.91794e-08 3.24207e-08 4.34103e-08 2.39596e-08 2.20976e-08 1.93286e-08 4.17949e-08 9.03049e-08 1.64378e-07 0.035575 2.67973e-31 1.76511e-08 0 1.88584e-08 2.28308e-08 3.65314e-08 3.41993e-08 2.13898e-08 1.89106e-08 2.65818e-08 1.92651e-08 0 1.14655e-07 3.12049e-08 2.51051e-08 1.0977e-07 0 0 0 2.91167e-08 -------------------------------------------------------------- Initialization seed trial #353 of 1000; initialization seed = 493576578 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 498765 Distortion: 0.0358294 Distortions/cluster: 3.83449e-06 3.00771e-06 2.07877e-06 4.56695e-06 1.80336e-06 4.50364e-06 1.83885e-06 2.07383e-06 3.26773e-06 1.97674e-06 1.6619e-06 3.87905e-06 4.222e-06 4.81569e-35 2.26814e-06 8.90291e-06 0.0356196 2.23511e-06 2.91091e-06 4.80678e-06 4.87616e-06 2.27344e-06 2.37044e-35 5.81578e-06 2.27849e-06 5.84835e-06 6.49867e-06 5.9104e-06 0 5.25522e-06 2.22308e-06 0 1.27749e-35 1.7544e-06 3.65286e-06 1.56214e-06 2.35695e-06 1.97242e-06 2.67994e-06 6.09921e-06 4.20561e-06 1.80368e-06 2.17207e-06 0 2.28756e-06 2.52464e-06 1.30148e-06 4.6908e-06 2.09642e-06 0 1.08283e-34 3.34274e-06 2.11553e-06 1.90634e-06 6.93617e-06 0 4.25897e-06 3.47268e-06 2.32139e-06 9.85484e-06 3.92024e-06 0 0 2.31468e-06 2.59713e-06 2.95587e-06 3.40145e-06 1.91447e-06 0 1.83077e-06 2.15703e-06 0 2.12014e-06 5.93109e-06 0 4.47481e-06 Variance: 6.13096e-06 Variances/cluster: 3.42253e-08 2.81067e-08 1.8726e-08 1.69132e-07 1.84001e-08 3.02228e-08 3.22575e-08 2.25396e-08 2.38499e-08 1.78069e-08 1.66175e-08 2.71238e-08 4.09767e-08 2.67973e-31 2.20188e-08 9.89109e-08 0.035575 2.12849e-08 2.07897e-08 5.72045e-08 4.73267e-08 2.29613e-08 0 4.21298e-08 3.40047e-08 4.49729e-08 3.15367e-08 3.93959e-07 0 1.75159e-06 1.30756e-07 0 0 1.9277e-08 4.05838e-08 4.00517e-08 2.45486e-08 2.29324e-08 2.76258e-08 4.76359e-08 3.92919e-08 2.4047e-08 2.78447e-08 0 3.26766e-08 2.29487e-08 4.19799e-08 2.22294e-08 3.08274e-08 0 0 4.39688e-08 2.89773e-08 5.01625e-08 3.96226e-08 0 1.18266e-07 3.73383e-08 2.09111e-08 8.95767e-07 2.39018e-08 0 0 3.1705e-08 3.37262e-08 2.2391e-08 2.51937e-08 2.81515e-08 0 3.32838e-08 2.20086e-08 0 3.07239e-08 3.02506e-08 0 3.00224e-08 -------------------------------------------------------------- Initialization seed trial #354 of 1000; initialization seed = 493576579 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 727065 Distortion: 0.000209441 Distortions/cluster: 8.66831e-06 5.00159e-06 3.3711e-06 3.2489e-06 1.27749e-35 2.00525e-06 4.4159e-06 1.05707e-06 2.09215e-06 2.85306e-06 2.59304e-06 1.3071e-06 3.91028e-06 4.06106e-06 4.22716e-06 2.72331e-06 9.64317e-35 9.85484e-06 1.53793e-06 1.61321e-06 3.46373e-06 4.81569e-35 4.33482e-06 2.30395e-06 2.58451e-06 1.74013e-06 4.2668e-06 3.78318e-06 2.87824e-06 1.08283e-34 4.73529e-06 4.13704e-06 2.37044e-35 4.24285e-06 3.29675e-06 3.45234e-06 1.14035e-06 1.75831e-06 5.02915e-06 1.8731e-06 3.90534e-06 0 4.11959e-06 0 1.87718e-06 5.79411e-06 3.06025e-06 2.18469e-06 4.56629e-06 1.95062e-06 0 5.9104e-06 2.86232e-06 6.66914e-06 0 9.40374e-07 2.24121e-06 0 2.5125e-06 3.22404e-06 1.17057e-06 1.24306e-06 4.87984e-06 2.96196e-06 3.3308e-06 2.00507e-06 0 0 3.21617e-06 0 5.25522e-06 4.56695e-06 1.30932e-06 2.08015e-06 2.32583e-06 3.7163e-06 Variance: 3.58387e-08 Variances/cluster: 9.63048e-08 3.03096e-08 4.3767e-08 2.10943e-08 0 3.13294e-08 3.13082e-08 2.93605e-08 3.16968e-08 2.17768e-08 3.41159e-08 3.35131e-08 3.94849e-08 3.27398e-08 3.807e-08 3.53559e-08 6.86694e-32 8.95767e-07 4.80561e-08 2.37216e-08 2.26368e-08 2.67973e-31 4.0499e-08 3.59961e-08 2.80901e-08 2.14812e-08 2.46611e-08 2.64535e-08 3.73675e-08 0 3.09469e-08 2.40504e-08 0 2.77219e-08 1.92776e-08 4.79346e-08 2.85063e-08 2.25403e-08 1.32302e-07 3.12156e-08 2.48718e-08 0 2.45133e-08 0 2.50269e-08 3.00187e-08 2.73204e-08 3.26044e-08 4.56492e-08 3.04758e-08 0 3.93959e-07 3.9751e-08 2.88682e-08 0 2.93849e-08 2.05592e-08 0 3.39419e-08 4.13202e-08 6.88524e-08 2.95948e-08 2.78824e-08 3.36482e-08 4.6897e-08 2.02515e-08 0 0 3.78249e-08 0 1.75159e-06 1.69132e-07 4.36405e-08 2.28567e-08 2.4225e-08 4.03909e-08 -------------------------------------------------------------- Initialization seed trial #355 of 1000; initialization seed = 493576580 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 690754 Distortion: 0.000475252 Distortions/cluster: 4.72286e-06 1.85908e-06 9.85484e-06 1.80021e-06 1.94241e-06 4.56695e-06 0 2.09943e-06 4.11669e-06 3.39473e-06 3.23891e-06 2.9499e-06 5.25522e-06 2.2507e-06 3.22196e-06 4.47789e-06 3.42215e-06 3.57959e-06 3.16827e-06 2.30716e-06 2.49632e-06 3.07689e-06 3.55167e-06 2.84741e-06 2.84353e-06 3.96913e-06 0.000272435 3.93883e-06 3.94011e-06 2.80289e-06 9.64317e-35 1.70338e-06 2.65577e-06 2.93738e-06 2.55769e-06 2.37044e-35 2.83623e-06 2.6816e-06 2.35389e-06 0 3.05545e-06 2.57105e-06 1.08283e-34 4.58229e-06 0 1.27749e-35 0 4.69663e-06 2.43456e-06 6.45786e-06 4.79545e-06 3.07725e-06 3.50281e-06 0 5.75696e-06 2.83964e-06 0 4.49655e-06 1.79726e-06 0 0 4.74401e-06 3.97687e-06 0 1.77112e-06 0 0 4.8098e-06 3.47668e-06 3.07955e-06 2.76675e-06 2.25995e-06 0 3.71945e-06 2.88526e-06 3.84293e-06 Variance: 8.13231e-08 Variances/cluster: 3.04672e-08 3.14994e-08 8.95767e-07 4.09009e-08 3.34797e-08 1.69132e-07 0 3.38588e-08 5.48844e-08 3.03074e-08 3.72265e-08 4.33773e-08 1.75159e-06 3.51556e-08 2.11952e-08 2.36905e-08 3.00164e-08 2.69119e-08 3.13663e-08 2.48052e-08 3.20013e-08 2.22944e-08 2.32115e-08 2.73758e-08 3.7412e-08 8.09754e-08 3.16754e-06 2.55745e-08 2.85422e-08 2.95017e-08 6.86694e-32 2.00377e-08 3.63684e-08 2.22509e-08 2.84163e-08 0 3.45774e-08 2.41564e-08 4.05709e-08 0 3.81902e-08 3.21276e-08 0 1.23805e-07 0 0 0 2.62355e-08 3.47764e-08 4.0355e-07 3.0737e-08 4.80675e-08 4.54774e-08 0 2.93625e-08 3.46185e-08 0 4.83457e-08 3.38992e-08 0 0 3.07952e-08 3.18122e-08 0 1.98979e-08 0 0 2.8125e-08 3.69739e-08 2.4438e-08 2.97402e-08 3.4757e-08 0 2.07772e-08 1.96253e-08 3.20138e-08 -------------------------------------------------------------- Initialization seed trial #356 of 1000; initialization seed = 493576581 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 498380 Distortion: 0.0358228 Distortions/cluster: 3.14049e-06 5.25522e-06 3.00236e-06 3.28724e-06 3.66201e-06 2.15919e-06 2.37044e-35 4.05426e-06 2.98716e-06 2.90842e-06 2.63214e-06 3.88967e-06 3.03013e-06 4.31776e-06 1.27749e-35 5.04149e-06 2.03673e-06 3.66285e-06 2.97241e-06 3.05413e-06 0 2.37798e-06 3.82975e-06 1.8987e-06 1.88529e-06 2.60902e-06 2.58284e-06 0 2.001e-06 2.82381e-06 2.22626e-06 4.63824e-06 3.36738e-06 2.8325e-06 4.01065e-06 3.28214e-06 3.22174e-06 2.15809e-06 2.52206e-06 2.64935e-06 2.4731e-06 6.45786e-06 2.7494e-06 1.73203e-06 2.48024e-06 0.0356196 9.85484e-06 2.41528e-06 2.59906e-06 2.85499e-06 2.71345e-06 4.14533e-06 4.85761e-06 0 2.54572e-06 2.7178e-06 2.12234e-06 2.6517e-06 2.02961e-06 2.55492e-06 0 1.08283e-34 2.50781e-06 1.77706e-06 2.23686e-06 4.01166e-06 2.60265e-06 0 3.31322e-06 2.11052e-06 2.9778e-06 4.81569e-35 3.11641e-06 0 1.78111e-06 4.89025e-06 Variance: 6.12985e-06 Variances/cluster: 4.83007e-08 1.75159e-06 3.49082e-08 2.10702e-08 1.07697e-07 3.92546e-08 0 3.97348e-08 3.17678e-08 3.19578e-08 3.75997e-08 3.96775e-08 3.1228e-08 2.56987e-08 0 3.11176e-08 3.57297e-08 2.14183e-08 3.41626e-08 2.33117e-08 0 3.04767e-08 2.85778e-08 2.31473e-08 2.19196e-08 3.62249e-08 3.85464e-08 0 1.90549e-08 2.85208e-08 2.41905e-08 2.91688e-08 2.85338e-08 3.87889e-08 2.3452e-08 3.81518e-08 2.80126e-08 3.65746e-08 3.65395e-08 3.26983e-08 2.44832e-08 4.0355e-07 3.05463e-08 4.94824e-08 2.0328e-08 0.035575 8.95767e-07 2.74374e-08 2.42881e-08 1.0977e-07 3.39155e-08 2.81972e-08 4.01326e-08 0 4.54556e-08 2.38326e-08 4.93404e-08 2.05534e-08 3.2213e-08 2.24093e-08 0 0 3.43423e-08 2.2487e-08 2.83122e-08 2.00566e-08 1.13121e-07 0 3.94312e-08 3.19747e-08 2.97752e-08 2.67973e-31 2.37866e-08 0 1.48415e-07 7.40876e-08 -------------------------------------------------------------- Initialization seed trial #357 of 1000; initialization seed = 493576582 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 725833 Distortion: 0.000217087 Distortions/cluster: 6.45786e-06 1.06683e-05 8.29035e-06 5.25522e-06 2.16119e-06 4.89471e-06 2.11327e-06 4.1726e-06 3.08049e-06 2.42776e-06 2.70882e-06 2.17538e-06 2.37044e-35 2.53196e-06 9.64317e-35 2.28274e-06 2.37845e-06 2.64725e-06 2.61885e-06 2.75539e-06 3.15856e-06 2.69462e-06 0 3.65615e-06 0 2.94223e-06 0 2.24753e-06 1.86935e-06 3.94637e-06 2.60905e-06 2.32935e-06 0 3.29326e-06 2.70938e-06 3.76768e-06 3.47919e-06 2.06947e-06 4.56695e-06 0 1.08283e-34 0 2.23597e-06 4.13496e-06 2.05707e-06 2.53722e-06 2.51796e-06 2.45087e-06 0 0 2.70867e-06 2.80792e-06 7.44743e-06 2.62252e-06 5.42606e-06 8.74398e-06 1.27749e-35 2.44621e-06 0 6.65116e-06 2.69509e-06 2.46127e-06 0 2.14268e-06 6.39561e-06 0 3.78153e-06 7.57632e-06 5.05227e-06 0 4.81569e-35 5.37454e-06 0 2.00529e-06 0 9.85484e-06 Variance: 3.7147e-08 Variances/cluster: 4.0355e-07 4.53824e-08 9.41992e-08 1.75159e-06 4.07736e-08 3.30616e-08 2.89465e-08 2.98013e-08 2.40642e-08 2.47706e-08 3.47255e-08 3.24654e-08 0 2.3442e-08 6.86694e-32 1.88639e-08 3.54962e-08 2.28191e-08 2.12896e-08 2.62387e-08 2.11959e-08 3.0618e-08 0 2.74808e-08 0 2.67452e-08 0 2.27003e-08 2.3964e-08 2.11017e-08 3.67448e-08 2.17675e-08 0 2.35212e-08 3.56468e-08 3.30469e-08 2.31919e-08 3.04311e-08 1.69132e-07 0 0 0 5.19949e-08 4.75125e-08 4.47158e-08 2.67052e-08 2.33118e-08 4.01746e-08 0 0 2.14955e-08 3.34247e-08 4.77246e-08 1.82104e-08 1.39083e-07 5.0527e-08 0 3.49426e-08 0 4.78347e-08 2.07291e-08 2.79665e-08 0 3.34764e-08 3.40082e-08 0 4.10999e-08 5.18771e-08 4.28018e-08 0 2.67973e-31 2.9042e-08 0 2.00511e-08 0 8.95767e-07 -------------------------------------------------------------- Initialization seed trial #358 of 1000; initialization seed = 493576583 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 722775 Distortion: 0.000229916 Distortions/cluster: 2.41584e-06 1.60982e-06 2.16931e-06 2.10335e-06 6.06405e-06 4.4294e-06 5.2253e-06 3.90173e-06 2.98472e-06 1.57576e-06 1.77777e-06 2.48529e-06 1.08283e-34 2.45348e-05 2.16981e-06 2.37044e-35 4.26708e-06 2.75265e-06 1.39562e-06 3.75919e-06 7.89415e-06 9.64317e-35 2.76981e-06 0 2.81938e-06 0 5.90939e-06 2.85499e-06 3.42816e-06 0 2.09045e-06 3.05856e-06 1.92246e-06 2.05089e-06 4.50159e-06 0 6.34401e-06 6.01774e-06 3.56454e-06 1.34701e-06 6.35261e-06 3.31209e-06 1.35026e-06 1.56111e-06 4.27414e-06 2.43174e-06 2.08425e-06 3.11278e-06 7.57744e-06 3.71215e-06 3.50517e-06 1.7241e-06 2.8037e-06 2.95243e-06 3.31395e-06 1.56926e-06 1.6917e-06 3.09895e-06 0 1.70153e-06 4.81569e-35 5.42077e-06 0 1.32826e-06 0 1.59192e-05 4.03773e-06 1.27749e-35 0 4.2702e-06 0 1.67821e-06 3.47667e-06 2.12856e-06 0 1.33204e-06 Variance: 3.93422e-08 Variances/cluster: 2.10054e-08 2.0121e-08 1.91958e-08 2.66223e-08 3.19057e-08 3.81731e-08 4.58207e-08 2.74747e-08 2.78921e-08 2.42403e-08 1.7427e-08 4.07302e-08 0 2.72576e-06 2.23672e-08 0 3.87789e-08 1.14655e-07 2.53726e-08 3.51295e-08 9.07286e-08 6.86694e-32 2.25168e-08 0 3.80871e-08 0 4.24999e-08 1.0977e-07 4.63224e-08 0 2.82462e-08 3.72966e-08 2.11241e-08 2.05071e-08 3.75101e-08 0 5.4685e-08 3.83174e-08 3.52894e-08 2.92802e-08 3.56772e-08 2.39985e-08 2.36866e-08 2.51768e-08 1.64378e-07 1.72449e-08 2.24087e-08 3.89067e-08 3.07925e-08 4.36687e-08 3.80974e-08 2.21012e-08 1.98827e-08 3.60021e-08 2.71609e-08 2.4906e-08 2.08832e-08 3.19451e-08 0 1.95556e-08 2.67973e-31 4.33523e-08 0 1.98224e-08 0 7.5794e-07 3.95726e-08 0 0 2.82769e-08 0 2.20791e-08 4.13755e-08 2.1073e-08 0 1.64429e-08 -------------------------------------------------------------- Initialization seed trial #359 of 1000; initialization seed = 493576584 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 727327 Distortion: 0.000209371 Distortions/cluster: 3.43659e-06 1.50385e-06 1.99203e-06 1.99827e-06 1.27749e-35 5.25522e-06 9.64317e-35 9.85484e-06 2.17574e-06 1.1976e-06 1.47529e-06 1.89376e-06 2.44846e-06 2.34313e-06 2.01488e-06 6.12054e-06 2.37044e-35 2.3194e-06 2.85499e-06 9.41681e-06 4.62038e-06 2.68188e-06 3.14752e-06 3.10759e-06 0 0 2.22636e-06 0 2.06827e-06 1.08283e-34 1.96073e-06 1.97878e-06 2.55616e-06 0 4.91193e-06 5.72598e-06 8.00262e-06 1.43177e-06 1.58455e-06 3.09947e-06 2.00904e-06 1.656e-06 2.77703e-06 0 1.63917e-06 3.48423e-06 0 3.76576e-06 1.9034e-06 3.64017e-06 3.58442e-06 0 2.58161e-06 3.06981e-06 2.15165e-06 3.09371e-06 1.2682e-06 6.37472e-06 9.79276e-06 6.10028e-06 2.0689e-06 1.12604e-06 3.3438e-06 6.43788e-06 1.87352e-06 4.41556e-06 0 0 4.81569e-35 2.63646e-06 4.58136e-06 4.60377e-06 4.86045e-06 1.55099e-06 1.30112e-06 4.27414e-06 Variance: 3.58267e-08 Variances/cluster: 2.18872e-08 2.83719e-08 3.55699e-08 2.05988e-08 0 1.75159e-06 6.86694e-32 8.95767e-07 1.99587e-08 3.99169e-08 2.78332e-08 2.82628e-08 1.63213e-07 1.78849e-08 5.03676e-08 3.3253e-08 0 2.66576e-08 1.0977e-07 4.02299e-08 4.19896e-08 2.52978e-08 2.4397e-08 2.56803e-08 0 0 1.78093e-08 0 2.43298e-08 0 3.1622e-08 3.41137e-08 1.111e-07 0 3.99213e-08 4.1783e-08 9.09302e-08 3.9768e-08 1.95601e-08 2.19802e-08 2.8294e-08 3.52313e-08 3.80382e-08 0 2.37537e-08 2.26229e-08 0 2.9649e-08 2.84065e-08 2.44285e-08 4.07285e-08 0 2.04872e-08 3.98545e-08 2.39051e-08 2.47475e-08 2.81793e-08 4.55191e-08 4.09603e-08 4.14851e-08 2.91368e-08 3.41193e-08 2.07665e-08 3.1394e-08 4.16301e-08 2.59716e-08 0 0 2.67973e-31 2.2923e-08 2.29048e-08 4.1844e-07 4.71743e-08 3.16508e-08 2.55099e-08 1.64378e-07 -------------------------------------------------------------- Initialization seed trial #360 of 1000; initialization seed = 493576585 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 722920 Distortion: 0.000229369 Distortions/cluster: 2.78435e-06 1.83576e-06 1.08283e-34 4.96206e-06 2.73532e-06 2.5554e-06 2.01699e-06 1.27749e-35 1.83541e-06 3.93755e-06 2.769e-06 4.18853e-06 2.0375e-06 3.41454e-06 2.3071e-06 2.94085e-06 9.64317e-35 2.28071e-06 3.02302e-06 3.77763e-06 2.933e-06 2.37044e-35 2.49391e-06 3.2176e-06 3.0247e-06 3.71282e-06 1.59192e-05 6.41571e-06 1.80909e-06 2.45348e-05 2.70218e-06 3.38061e-06 3.06395e-06 2.29069e-06 1.74324e-06 4.56695e-06 3.06572e-06 3.10567e-06 4.16254e-06 2.03243e-06 0 2.74621e-06 5.75184e-06 3.6978e-06 2.90406e-06 2.59076e-06 3.43864e-06 2.73578e-06 0 1.4936e-06 3.15832e-06 1.67297e-06 4.31109e-06 3.08503e-06 0 0 3.53998e-06 0 2.48954e-06 3.36823e-06 4.76931e-06 0 0 0 5.29806e-06 2.39203e-06 0 3.90733e-06 0 4.81569e-35 1.22322e-06 2.63449e-06 8.39942e-06 5.18454e-06 2.33612e-06 2.66424e-06 Variance: 3.92487e-08 Variances/cluster: 3.12747e-08 3.21956e-08 0 2.8025e-08 3.1438e-08 3.15456e-08 3.41749e-08 0 1.91167e-08 3.93626e-08 4.01268e-08 2.71958e-08 3.45316e-08 2.99496e-08 3.44231e-08 3.8692e-08 6.86694e-32 2.426e-08 2.07038e-08 2.23509e-08 4.37629e-08 0 2.39772e-08 2.43736e-08 3.47635e-08 2.0625e-08 7.5794e-07 3.43056e-08 1.92436e-08 2.72576e-06 2.41244e-08 3.28111e-08 3.19057e-08 6.0261e-08 4.4695e-08 1.69132e-07 4.14161e-08 2.0565e-08 3.10536e-08 4.06445e-08 0 2.61521e-08 3.07483e-08 4.15348e-08 1.97538e-08 3.50075e-08 2.38773e-08 3.41942e-08 0 3.47318e-08 2.2719e-08 3.34575e-08 3.50464e-08 3.67233e-08 0 0 5.28309e-08 0 2.44051e-08 3.62066e-08 2.96204e-08 0 0 0 4.64587e-08 4.34772e-08 0 3.7923e-08 0 2.67973e-31 2.26498e-08 2.4619e-08 9.43662e-08 1.3639e-07 1.96295e-08 3.06207e-08 -------------------------------------------------------------- Initialization seed trial #361 of 1000; initialization seed = 493576586 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 727682 Distortion: 0.000207223 Distortions/cluster: 5.25522e-06 5.80387e-06 3.61404e-06 3.59302e-06 3.24702e-06 2.3714e-06 4.50286e-06 4.56672e-06 2.8549e-06 4.34265e-06 3.23612e-06 3.30125e-06 3.70152e-06 2.92044e-06 9.64317e-35 0 2.94438e-06 2.43115e-06 3.89549e-06 4.36062e-06 2.69467e-06 4.05632e-06 2.50729e-06 7.89415e-06 2.81085e-06 3.815e-06 2.34932e-06 4.41524e-06 2.75321e-06 2.37044e-35 3.29049e-06 3.27302e-06 5.05718e-06 1.08283e-34 3.4463e-06 3.09096e-06 2.4839e-06 8.20905e-07 0 2.14781e-06 0 1.91748e-06 2.6876e-06 0 0 3.18436e-06 0 3.99598e-06 9.85484e-06 3.08071e-06 1.70528e-06 4.20066e-06 0 4.27414e-06 2.29873e-06 3.25478e-06 3.15505e-06 5.9104e-06 2.41794e-06 0 2.50377e-06 4.81569e-35 3.6145e-06 2.27382e-06 3.54949e-06 2.35012e-06 2.57351e-06 0 0 1.27749e-35 3.82519e-06 0 2.3718e-06 2.47227e-06 2.22308e-06 3.67829e-06 Variance: 3.54591e-08 Variances/cluster: 1.75159e-06 5.42371e-08 3.57718e-08 5.13133e-08 3.27876e-08 3.59186e-08 2.35731e-08 3.53981e-08 2.54817e-08 2.13905e-08 3.94519e-08 2.7057e-08 3.89603e-08 2.67899e-08 6.86694e-32 0 2.10289e-08 2.67135e-08 3.19269e-08 4.03628e-08 2.30286e-08 2.65033e-08 3.29877e-08 9.07286e-08 3.55696e-08 3.23199e-08 2.32582e-08 3.90602e-08 3.62236e-08 0 3.04574e-08 2.38882e-08 2.73337e-08 0 3.28112e-08 3.51131e-08 2.10482e-08 8.20612e-08 0 4.05115e-08 0 3.3057e-08 2.46548e-08 0 0 2.02808e-08 0 2.42159e-08 8.95767e-07 2.02654e-08 1.06543e-07 4.28602e-08 0 1.64378e-07 2.87317e-08 3.61524e-08 2.20613e-08 3.93959e-07 1.05092e-07 0 3.12943e-08 2.67973e-31 4.06099e-08 2.49846e-08 3.54917e-08 2.86505e-08 4.01976e-08 0 0 0 2.30413e-08 0 2.7901e-08 2.42358e-08 1.30756e-07 2.28446e-08 -------------------------------------------------------------- Initialization seed trial #362 of 1000; initialization seed = 493576587 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 66 BIC score: 595111 Distortion: 0.00412375 Distortions/cluster: 2.27969e-06 0 2.84262e-06 3.58047e-06 2.12301e-06 2.83991e-06 5.35126e-06 3.34176e-06 2.30044e-06 6.13279e-06 2.37044e-35 5.54604e-06 9.64317e-35 2.73385e-06 5.25522e-06 2.85499e-06 4.81569e-35 2.78188e-06 3.68386e-06 3.54978e-06 5.01895e-06 3.2358e-06 4.14516e-06 3.57916e-06 6.7183e-06 5.94726e-06 2.66979e-06 4.51441e-06 2.45117e-06 2.27558e-06 0 1.96492e-06 0 2.06727e-06 4.63555e-06 3.96144e-06 0.00391362 3.97073e-06 2.08837e-06 1.95333e-06 0 0 2.66633e-06 1.87872e-06 0 3.19457e-06 2.20639e-06 4.34295e-06 2.17891e-06 4.14632e-06 0 3.25675e-06 4.09661e-06 4.49024e-06 2.29366e-06 3.60713e-06 3.40686e-06 2.00062e-06 3.36301e-06 0 0 0 5.9104e-06 9.85484e-06 2.75265e-06 0 3.31146e-06 4.27414e-06 7.76697e-06 5.30598e-06 0 2.93921e-06 0 0 2.48577e-06 0 Variance: 7.05638e-07 Variances/cluster: 1.93171e-08 0 2.36857e-08 3.84967e-08 1.96552e-08 3.5945e-08 3.49642e-08 3.93019e-08 2.03561e-08 4.86577e-08 0 3.26131e-08 6.86694e-32 2.62839e-08 1.75159e-06 1.0977e-07 2.67973e-31 2.80973e-08 4.28213e-08 2.30485e-08 3.88938e-08 2.71888e-08 3.1164e-08 2.3859e-08 4.25072e-08 2.92872e-08 2.1187e-08 3.85732e-08 2.57995e-08 1.67307e-08 0 1.92623e-08 0 2.04658e-08 4.17479e-08 4.12625e-08 0.00391989 4.22382e-08 2.13078e-08 1.30208e-07 0 0 5.33219e-08 3.0299e-08 0 2.77764e-08 3.1517e-08 3.03674e-08 2.31779e-08 2.30331e-08 0 2.54406e-08 2.86381e-08 3.48049e-08 3.14175e-08 2.07288e-08 3.37284e-08 2.74033e-08 3.50205e-08 0 0 0 3.93959e-07 8.95767e-07 1.14655e-07 0 2.019e-08 1.64378e-07 9.03049e-08 4.45738e-08 0 2.90986e-08 0 0 4.1426e-08 0 -------------------------------------------------------------- Initialization seed trial #363 of 1000; initialization seed = 493576588 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 594598 Distortion: 0.00412391 Distortions/cluster: 3.71315e-06 2.37044e-35 2.97004e-06 2.77463e-06 2.82073e-06 4.2874e-06 2.8542e-06 3.91022e-06 4.91115e-06 3.07696e-06 2.88398e-06 0.00391362 2.5461e-06 3.44218e-06 9.64317e-35 2.49204e-06 5.34187e-06 2.57013e-06 1.99659e-06 3.05272e-06 3.11801e-06 0 0 3.15318e-06 3.19899e-06 3.12098e-06 2.52357e-06 2.14494e-06 1.12364e-06 2.27486e-06 6.45786e-06 4.35531e-06 1.64045e-06 8.66831e-06 9.85484e-06 0 3.1388e-06 2.69511e-06 4.59315e-06 2.55399e-06 2.98135e-06 3.17211e-06 4.56695e-06 2.69901e-06 4.43759e-06 4.69368e-06 4.15723e-06 3.14414e-06 1.57111e-06 4.81569e-35 2.56646e-06 4.86676e-06 2.61476e-06 2.65759e-06 0 3.17215e-06 0 3.2711e-06 2.79291e-06 0 3.5973e-06 0 0 4.68966e-06 3.33849e-06 2.32251e-06 3.48121e-06 5.25522e-06 2.76653e-06 2.17381e-06 0 3.11115e-06 0 2.84144e-06 0 3.08241e-06 Variance: 7.05665e-07 Variances/cluster: 2.18402e-08 0 4.30309e-08 3.74927e-08 2.08918e-08 3.15223e-08 2.28309e-08 1.14968e-07 4.58848e-08 2.05112e-08 2.59787e-08 0.00391989 3.03007e-08 3.62303e-08 6.86694e-32 2.89747e-08 3.00079e-08 2.42444e-08 1.97659e-08 4.55591e-08 3.42528e-08 0 0 2.38857e-08 3.19792e-08 2.88955e-08 2.29396e-08 3.15408e-08 3.7451e-08 2.74056e-08 4.0355e-07 3.20139e-08 1.82251e-08 9.63048e-08 8.95767e-07 0 5.14513e-08 3.84984e-08 3.9245e-08 2.52841e-08 1.80672e-08 8.34483e-08 1.69132e-07 2.32653e-08 4.06984e-08 2.93329e-08 4.19886e-08 2.66427e-08 2.09461e-08 2.67973e-31 2.33291e-08 4.72355e-08 2.0426e-08 3.63932e-08 0 3.96387e-08 0 4.54278e-08 2.21587e-08 0 3.07434e-08 0 0 2.61969e-08 3.97308e-08 3.74574e-08 3.91019e-08 1.75159e-06 3.14276e-08 2.78667e-08 0 3.11087e-08 0 3.4641e-08 0 2.3703e-08 -------------------------------------------------------------- Initialization seed trial #364 of 1000; initialization seed = 493576589 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 595237 Distortion: 0.00413082 Distortions/cluster: 0.00391362 4.56695e-06 3.74252e-06 1.03192e-05 1.72395e-06 0 1.4032e-05 1.5347e-06 1.54083e-06 2.7072e-06 2.75015e-06 2.27619e-06 3.77176e-06 3.519e-06 1.89378e-06 5.26249e-06 4.53592e-06 4.13756e-06 1.1225e-06 1.37243e-06 9.64317e-35 4.79965e-06 4.81569e-35 7.61955e-06 2.93168e-06 2.41951e-06 2.05632e-06 5.01325e-06 3.91954e-06 1.24855e-06 1.01553e-06 7.343e-06 2.37044e-35 1.40614e-06 0 2.51091e-06 1.43458e-06 1.74031e-06 2.26409e-06 0 1.58422e-06 2.54782e-06 1.32552e-06 1.77817e-06 4.87824e-06 1.32748e-06 0 0 2.23552e-06 5.83568e-06 1.82186e-06 3.36628e-06 1.92274e-06 1.68987e-06 2.76501e-06 0 3.67873e-06 2.77644e-06 8.27371e-06 1.18622e-05 1.35413e-06 0 6.04136e-06 9.85484e-06 0 1.82369e-06 3.54883e-06 2.61446e-06 5.25522e-06 3.12271e-06 0 0 2.076e-06 1.44509e-06 0 1.85704e-06 Variance: 7.06847e-07 Variances/cluster: 0.00391989 1.69132e-07 2.51154e-08 4.50477e-08 2.87303e-08 0 4.25071e-08 2.95112e-08 2.40733e-08 2.5298e-08 2.03697e-08 3.07564e-08 2.20546e-08 2.42661e-08 2.63002e-08 4.49646e-08 3.04397e-08 2.36411e-08 2.29063e-08 3.43076e-08 6.86694e-32 3.42778e-07 2.67973e-31 4.94626e-08 2.18763e-08 5.90072e-08 2.31026e-08 4.32034e-08 2.86073e-08 2.714e-08 2.5386e-08 4.70554e-08 0 2.75691e-08 0 1.91656e-08 2.10949e-08 2.48524e-07 3.59346e-08 0 4.28135e-08 2.35886e-08 3.08242e-08 2.2795e-08 4.24055e-08 3.49307e-08 0 0 3.60537e-08 1.42286e-07 3.08761e-08 2.85253e-08 2.11272e-08 4.22439e-08 2.36305e-08 0 3.04e-08 2.86203e-08 9.40102e-08 3.53979e-08 2.94357e-08 0 4.0533e-08 8.95767e-07 0 1.80547e-08 2.1376e-08 2.61415e-08 1.75159e-06 1.97622e-08 0 0 3.05268e-08 4.2499e-08 0 5.01861e-08 -------------------------------------------------------------- Initialization seed trial #365 of 1000; initialization seed = 493576590 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 494282 Distortion: 0.0397606 Distortions/cluster: 3.17829e-06 1.59192e-05 5.17583e-06 2.88412e-06 3.78597e-06 3.73852e-06 2.30666e-06 2.96943e-06 1.72731e-06 2.68372e-06 3.34598e-06 2.45348e-05 5.77015e-06 4.95152e-06 1.78111e-06 1.97017e-06 3.08719e-06 2.37044e-35 0 4.72372e-06 2.57613e-06 4.36711e-06 4.27869e-06 5.56796e-06 2.59041e-06 0 3.32828e-06 3.86456e-06 3.21612e-06 2.15768e-06 2.77431e-06 3.80445e-06 2.25511e-06 3.24439e-06 2.44426e-06 2.20006e-06 3.74829e-06 2.72877e-06 1.8323e-06 2.40538e-06 2.12785e-06 0 2.52349e-06 2.57372e-06 3.21873e-06 2.68538e-06 4.59358e-06 0 2.50882e-06 2.60111e-06 2.16558e-06 3.26381e-06 1.62071e-06 5.46139e-06 4.81569e-35 0 0 0 0 2.1363e-06 0.00391362 4.54275e-06 0 0 4.35084e-06 0 2.13042e-06 4.43919e-06 2.55616e-06 0.0356196 2.60895e-06 3.93498e-06 7.16338e-06 0 0 4.32616e-06 Variance: 6.80367e-06 Variances/cluster: 3.41646e-08 7.5794e-07 3.98011e-08 2.28878e-08 2.20091e-08 3.30814e-08 3.90923e-08 3.62094e-08 4.93473e-08 2.58025e-08 3.98199e-08 2.72576e-06 2.91326e-08 3.92851e-08 1.48415e-07 2.66214e-08 3.02639e-08 0 0 3.44685e-08 2.3417e-08 4.2385e-08 3.75212e-08 4.4176e-08 3.3639e-08 0 3.65626e-08 2.23358e-08 4.87144e-08 3.78512e-08 3.85287e-08 2.42293e-08 9.80391e-08 3.34443e-08 1.95524e-08 3.99975e-08 3.07211e-08 2.35218e-08 3.45697e-08 3.70034e-08 3.08358e-08 0 2.01861e-08 1.81232e-08 4.17979e-08 2.0342e-08 3.35268e-08 0 2.53387e-08 2.43065e-08 2.54751e-08 2.83785e-08 2.18995e-08 3.26923e-08 2.67973e-31 0 0 0 0 2.88663e-08 0.00391989 4.12841e-08 0 0 2.51472e-08 0 2.34091e-08 2.93889e-08 1.111e-07 0.035575 1.04322e-07 2.49028e-08 8.84282e-08 0 0 2.68682e-08 -------------------------------------------------------------- Initialization seed trial #366 of 1000; initialization seed = 493576591 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 498883 Distortion: 0.0358344 Distortions/cluster: 2.84975e-06 3.51446e-06 3.47916e-06 2.83674e-06 2.75603e-06 3.30094e-06 4.56695e-06 1.74487e-06 1.7414e-06 0.0356196 0 3.76395e-06 5.80103e-06 3.57945e-06 4.06737e-06 2.96836e-06 2.37044e-35 2.73535e-06 3.70736e-06 6.85361e-06 5.49678e-06 2.24841e-06 3.22838e-06 9.85484e-06 2.76863e-06 0 3.84982e-06 3.27068e-06 4.53443e-06 4.81569e-35 5.4208e-06 1.93821e-06 1.24061e-06 3.17752e-06 0 3.09422e-06 1.62439e-06 6.22164e-06 5.31788e-06 1.27749e-35 0 5.25522e-06 5.5155e-06 8.55988e-06 2.44395e-06 3.02329e-06 4.97569e-06 2.3856e-06 1.84982e-06 0 3.73862e-06 4.64092e-06 2.41444e-06 4.3203e-06 3.6747e-06 0 2.79817e-06 0 1.08283e-34 0 3.63125e-06 6.45786e-06 3.01792e-06 1.62043e-06 1.83821e-06 2.72718e-06 4.51311e-06 0 0 2.44155e-06 0 5.2534e-06 1.63272e-06 0 2.59757e-06 0 Variance: 6.13183e-06 Variances/cluster: 2.43541e-08 3.19468e-08 2.38278e-08 2.36375e-08 2.27751e-08 2.08902e-08 1.69132e-07 3.42101e-08 1.97867e-08 0.035575 0 4.32601e-08 4.56622e-08 3.11231e-08 2.29775e-08 4.36485e-08 0 2.62983e-08 3.46369e-08 3.49561e-08 4.16289e-08 2.20413e-08 2.58248e-08 8.95767e-07 3.69123e-08 0 3.03108e-08 2.7253e-08 5.03672e-08 2.67973e-31 2.73688e-08 2.72963e-08 1.90846e-08 2.13238e-08 0 2.11908e-08 1.70973e-08 4.23104e-08 4.87728e-08 0 0 1.75159e-06 1.37842e-07 9.61687e-08 3.30234e-08 3.77882e-08 4.17988e-08 3.35972e-08 1.6815e-08 0 2.9906e-08 4.14242e-08 3.49887e-08 5.39991e-08 3.90798e-08 0 2.22051e-08 0 0 0 3.94677e-08 4.0355e-07 2.79412e-08 2.0003e-08 2.01983e-08 3.40867e-08 4.42316e-08 0 0 3.25512e-08 0 3.07115e-08 1.8343e-08 0 3.32993e-08 0 -------------------------------------------------------------- Initialization seed trial #367 of 1000; initialization seed = 493576592 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 726879 Distortion: 0.000211565 Distortions/cluster: 2.28314e-06 2.59088e-06 6.45786e-06 2.68553e-06 1.94873e-06 1.89938e-06 2.4608e-06 3.80349e-06 4.08758e-06 2.37044e-35 4.23302e-06 4.99234e-06 1.60216e-06 2.01655e-06 1.98358e-06 9.64317e-35 3.40335e-06 2.32273e-06 3.8972e-06 1.90165e-06 2.45978e-06 7.0741e-06 2.46517e-06 0 0 0 2.44323e-06 2.8658e-06 1.56654e-06 2.85499e-06 0 4.43647e-06 5.43977e-06 1.85593e-06 9.85484e-06 4.31242e-06 5.25522e-06 3.69703e-06 2.10964e-06 0 3.27325e-06 3.58963e-06 6.70914e-06 7.87631e-06 3.17265e-06 2.52361e-06 0 1.70042e-06 3.29403e-06 4.81569e-35 2.14546e-06 4.07369e-06 0 3.45637e-06 0 2.0236e-06 3.77881e-06 1.08283e-34 3.18639e-06 0 5.03087e-06 3.38121e-06 7.42447e-06 0 0 3.04201e-06 1.93688e-06 6.1176e-06 3.66783e-06 2.12048e-06 5.12161e-06 1.86821e-06 4.27414e-06 1.27749e-35 0 3.51496e-06 Variance: 3.6202e-08 Variances/cluster: 3.5122e-08 2.51512e-08 4.0355e-07 2.58195e-08 2.0297e-08 3.219e-08 1.11816e-07 3.62128e-08 4.21261e-08 0 3.84695e-08 2.86891e-08 4.8546e-08 1.99636e-08 2.38964e-08 6.86694e-32 3.95704e-08 2.97758e-08 4.1457e-08 3.11718e-08 2.36489e-08 4.28591e-08 1.88159e-08 0 0 0 2.28319e-08 3.41141e-08 2.70071e-08 1.0977e-07 0 2.78999e-08 3.31585e-08 2.41008e-08 8.95767e-07 4.02897e-08 1.75159e-06 3.42289e-08 3.45811e-08 0 2.1253e-08 2.16224e-08 3.54866e-08 9.05237e-08 4.06627e-08 2.15674e-08 0 4.85792e-08 2.83943e-08 2.67973e-31 3.90053e-08 4.07334e-08 0 1.93077e-08 0 2.46756e-08 2.36155e-08 0 2.36006e-08 0 3.01224e-08 3.79787e-08 3.04182e-08 0 0 2.25315e-08 2.89062e-08 4.24697e-08 5.09267e-08 2.09927e-08 3.82085e-08 2.30622e-08 1.64378e-07 0 0 3.90519e-08 -------------------------------------------------------------- Initialization seed trial #368 of 1000; initialization seed = 493576593 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 75 BIC score: 726129 Distortion: 0.000214028 Distortions/cluster: 4.25342e-06 9.85484e-06 5.25815e-06 2.69793e-06 3.45234e-06 3.01533e-06 2.62205e-06 1.18213e-05 5.99406e-06 3.04614e-06 1.65378e-06 3.14406e-06 1.39533e-06 4.36145e-06 1.27966e-06 2.92613e-06 3.55905e-06 2.93841e-06 4.81569e-35 3.87995e-06 1.55366e-06 3.56095e-06 9.64317e-35 1.72629e-06 1.48972e-06 3.52169e-06 3.41783e-06 2.98467e-06 2.22256e-06 1.97444e-06 3.87767e-06 2.37044e-35 2.15355e-06 0 2.71589e-06 0 0 5.25522e-06 4.24785e-06 6.21814e-06 9.51603e-07 4.39708e-06 5.57227e-06 2.53969e-06 2.70289e-06 2.56605e-06 0 0 3.6643e-06 3.30126e-06 0 1.96878e-06 0 3.01075e-06 3.80628e-06 6.45786e-06 1.08283e-34 8.43383e-06 0 1.91338e-06 0 2.12246e-06 0 5.63165e-06 1.20683e-06 5.7389e-06 1.32167e-06 0 2.53873e-06 2.81781e-06 3.02889e-06 1.65401e-06 5.89072e-06 1.27749e-35 2.14952e-06 4.56695e-06 Variance: 3.66235e-08 Variances/cluster: 3.05974e-08 8.95767e-07 1.34779e-07 3.17375e-08 4.79346e-08 3.01507e-08 2.64826e-08 4.36065e-08 5.07819e-08 2.92872e-08 2.329e-08 3.92983e-08 2.21461e-08 2.81359e-08 1.96848e-08 3.75116e-08 2.29596e-08 2.12909e-08 2.67973e-31 3.6258e-08 2.1576e-08 3.59575e-08 6.86694e-32 2.4311e-08 2.12795e-08 4.34739e-08 4.95293e-08 2.7131e-08 2.17878e-08 1.79473e-08 3.72822e-08 0 2.31544e-08 0 2.26304e-08 0 0 1.75159e-06 3.89583e-08 3.74467e-08 2.43979e-08 4.03269e-08 5.40949e-08 2.76029e-08 2.21529e-08 2.29092e-08 0 0 3.89691e-08 4.17743e-08 0 2.16324e-08 0 4.0131e-08 2.50392e-08 4.0355e-07 0 9.58293e-08 0 2.69464e-08 0 2.62009e-08 0 3.02678e-08 1.60891e-08 3.92948e-08 1.8103e-08 0 3.78888e-08 2.30948e-08 1.85805e-08 2.0418e-08 3.25348e-08 0 2.68664e-08 1.69132e-07 -------------------------------------------------------------- Initialization seed trial #369 of 1000; initialization seed = 493576594 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 493895 Distortion: 0.0397854 Distortions/cluster: 2.85499e-06 1.67045e-06 2.55616e-06 3.83492e-06 4.35604e-05 4.16469e-06 3.15128e-06 1.62365e-06 3.83852e-06 2.41462e-06 4.42457e-06 4.16512e-06 3.38608e-06 2.44025e-06 3.14355e-06 4.81569e-35 0 3.09059e-06 3.06497e-06 1.95811e-06 1.92056e-06 2.53815e-06 3.28383e-06 4.81021e-06 1.71847e-06 4.12657e-06 2.75785e-06 2.46872e-06 2.37044e-35 2.8127e-06 3.67538e-06 0 4.84958e-06 0 2.4905e-06 0 2.01004e-06 4.24559e-06 4.03185e-06 2.71167e-06 0 3.13609e-06 2.78862e-06 2.16087e-06 2.28905e-06 0 2.14756e-06 1.86712e-06 2.50212e-06 3.9896e-06 3.88541e-06 2.48391e-06 2.7993e-06 3.9023e-06 3.10001e-05 1.70042e-06 3.63886e-06 4.49614e-06 2.88436e-06 0.0356196 1.92268e-06 2.62214e-06 1.81728e-06 2.37056e-06 0 2.98621e-06 0 3.02101e-06 5.19007e-06 0 0 4.11863e-06 1.81872e-06 0 2.91306e-06 0.00391362 Variance: 6.80791e-06 Variances/cluster: 1.0977e-07 1.85584e-08 1.111e-07 3.11681e-08 2.7222e-06 2.81306e-08 2.04611e-08 2.25486e-08 2.92991e-08 3.77255e-08 3.78056e-08 2.52348e-08 4.7687e-08 2.0855e-08 3.92819e-08 2.67973e-31 0 2.23936e-08 3.44349e-08 2.71934e-08 2.49402e-08 3.42881e-08 2.90509e-08 1.65857e-07 3.50686e-08 2.73259e-08 2.90276e-08 3.47679e-08 0 2.44561e-08 4.65194e-08 0 3.56473e-08 0 3.77224e-08 0 2.28386e-08 3.89376e-08 4.15618e-08 3.43136e-08 0 3.73221e-08 1.75369e-08 2.07754e-08 2.89729e-08 0 2.90185e-08 3.11161e-08 3.67937e-08 2.38875e-08 2.79501e-08 2.34311e-08 2.01371e-08 4.10632e-08 3.09968e-07 4.85792e-08 3.82912e-08 2.41707e-08 3.95083e-08 0.035575 2.40307e-08 3.64064e-08 2.67216e-08 1.91151e-08 0 4.03418e-08 0 4.7938e-08 3.20347e-08 0 0 2.9207e-08 1.97664e-08 0 3.23644e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #370 of 1000; initialization seed = 493576595 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 725833 Distortion: 0.000217571 Distortions/cluster: 3.13836e-06 3.40358e-06 1.6441e-06 5.9104e-06 3.05819e-06 9.03336e-06 2.67811e-06 5.86147e-06 3.10547e-06 5.25522e-06 3.40567e-06 5.65349e-06 3.40706e-06 9.64317e-35 7.01355e-06 2.67552e-06 2.31273e-06 1.74172e-06 2.79014e-06 2.37044e-35 4.28444e-06 5.27774e-06 8.28349e-06 4.05843e-06 6.12668e-06 3.38231e-06 0 7.10851e-06 3.42884e-06 3.492e-06 0 0 2.77658e-06 4.66115e-06 6.01413e-06 2.59468e-06 1.77434e-06 0 9.85484e-06 3.60742e-06 2.37127e-06 2.09372e-06 4.5327e-06 3.33581e-06 4.81569e-35 7.67825e-06 1.8518e-06 2.61975e-06 1.36614e-06 2.28214e-06 0 1.97221e-06 0 4.93082e-06 2.74159e-06 3.89965e-06 0 0 0 2.97502e-06 1.27749e-35 2.53356e-06 0 0 0 6.00841e-06 0 1.94449e-06 2.39015e-06 3.22024e-06 1.08283e-34 0 2.04308e-06 2.12631e-06 3.83967e-06 0 Variance: 3.72297e-08 Variances/cluster: 3.1698e-08 3.47272e-08 2.56867e-08 3.93959e-07 2.31657e-08 5.21992e-08 2.52622e-08 5.42682e-08 2.7725e-08 1.75159e-06 2.38138e-08 4.21767e-08 3.78529e-08 6.86694e-32 4.46579e-08 2.07387e-08 2.26712e-08 2.29153e-08 2.09766e-08 0 1.22372e-07 4.15536e-08 3.23469e-08 2.68747e-08 8.75145e-08 5.04777e-08 0 4.64469e-08 2.59738e-08 4.01355e-08 0 0 3.65311e-08 6.65656e-08 4.62477e-08 3.93101e-08 2.95696e-08 0 8.95767e-07 2.73267e-08 2.66404e-08 1.61041e-07 3.0208e-08 2.31633e-08 2.67973e-31 4.28815e-08 1.99097e-08 1.95481e-08 2.06973e-08 2.0558e-08 0 2.09787e-08 0 4.5222e-08 2.14168e-08 1.11408e-07 0 0 0 2.97476e-08 0 2.48364e-08 0 0 0 3.03355e-08 0 1.83427e-08 3.06402e-08 2.87497e-08 0 0 1.98334e-08 1.74273e-08 4.04141e-08 0 -------------------------------------------------------------- Initialization seed trial #371 of 1000; initialization seed = 493576596 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 498543 Distortion: 0.0358229 Distortions/cluster: 2.58951e-06 3.56898e-06 3.6535e-06 2.57557e-06 1.74874e-06 2.50523e-06 1.51568e-06 2.34894e-06 2.66665e-06 3.67316e-06 2.40417e-06 4.27414e-06 2.56847e-06 2.68021e-06 5.9104e-06 4.95562e-06 2.92483e-06 2.4608e-06 1.87917e-06 2.88465e-06 0.0356196 3.10264e-06 2.77292e-06 2.37044e-35 3.10594e-06 3.39101e-06 2.86368e-06 3.29475e-06 3.11872e-06 2.85499e-06 3.15891e-06 0 2.37792e-06 2.48463e-06 3.59448e-06 2.70063e-06 2.59787e-06 3.41774e-06 9.85484e-06 1.87925e-06 4.81569e-35 0 3.03416e-06 3.38682e-06 1.27749e-35 3.24288e-06 1.69002e-06 5.25522e-06 4.45638e-06 4.05311e-06 3.65102e-06 2.00903e-06 1.95333e-06 7.89415e-06 1.89778e-06 4.80115e-06 3.37048e-06 2.8053e-06 0 2.14978e-06 3.82237e-06 0 2.37432e-06 3.89864e-06 3.45785e-06 2.5522e-06 0 3.48549e-06 3.36444e-06 2.6787e-06 0 0 0 3.26129e-06 1.08283e-34 2.48536e-06 Variance: 6.12987e-06 Variances/cluster: 3.59535e-08 2.51309e-08 3.92825e-08 3.21846e-08 1.96466e-08 4.17398e-08 1.70281e-08 2.66902e-08 1.97506e-08 4.32099e-08 4.0745e-08 1.64378e-07 2.76156e-08 3.52632e-08 3.93959e-07 2.25236e-08 3.70203e-08 1.11816e-07 2.4402e-08 3.43299e-08 0.035575 3.73779e-08 4.40011e-08 0 3.3032e-08 2.75668e-08 2.78003e-08 2.38729e-08 3.66788e-08 1.0977e-07 4.64407e-08 0 2.37771e-08 2.05323e-08 3.2966e-08 2.75483e-08 3.4627e-08 2.30908e-08 8.95767e-07 3.54458e-08 2.67973e-31 0 1.78464e-08 3.10691e-08 0 2.89515e-08 2.72551e-08 1.75159e-06 2.43497e-08 2.97926e-08 3.84193e-08 2.51106e-08 1.30208e-07 9.07286e-08 2.06261e-08 3.05706e-08 3.54756e-08 2.80437e-08 0 2.31139e-08 2.26156e-08 0 3.70865e-08 2.30668e-08 5.31931e-08 2.65828e-08 0 2.74358e-08 3.29821e-08 2.23198e-08 0 0 0 3.39687e-08 0 3.45078e-08 -------------------------------------------------------------- Initialization seed trial #372 of 1000; initialization seed = 493576597 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 494536 Distortion: 0.0397438 Distortions/cluster: 3.23655e-06 2.49411e-06 4.10546e-06 4.35895e-06 2.372e-06 0.0356196 2.60911e-06 2.60456e-06 1.97657e-06 7.42937e-06 4.75209e-06 7.82904e-06 0.00391362 4.25334e-06 2.13512e-06 4.06274e-06 6.60457e-07 2.23243e-06 3.75319e-06 4.36756e-06 2.10122e-06 4.18507e-06 2.37044e-35 5.75327e-06 0 4.4758e-06 3.23108e-06 4.81569e-35 3.17097e-06 5.25522e-06 3.47263e-06 2.27343e-06 0 2.57903e-06 3.06564e-06 2.91454e-06 8.70488e-07 2.70412e-06 4.43855e-06 0 7.71801e-06 2.92182e-06 3.0683e-06 4.14145e-06 3.1377e-06 0 1.98423e-06 6.61498e-06 3.38131e-06 1.78111e-06 2.38251e-06 0 3.00807e-06 1.91144e-06 0 4.16237e-06 0 3.97144e-06 3.22841e-06 0 2.63153e-06 2.44749e-06 6.51649e-06 2.26282e-06 0 2.90337e-06 1.68731e-06 0 0 0 4.29543e-06 4.90065e-06 3.569e-06 1.3838e-06 0 8.85805e-06 Variance: 6.80078e-06 Variances/cluster: 2.96834e-08 2.02755e-08 3.13291e-08 2.35591e-08 3.12001e-08 0.035575 2.41558e-08 3.13775e-08 2.41024e-08 8.84364e-08 2.29544e-08 4.9547e-08 0.00391989 2.54669e-08 2.73709e-08 3.72617e-08 2.20059e-07 2.30127e-08 2.88682e-08 3.82994e-08 3.96323e-08 2.77066e-08 0 4.79289e-08 0 4.10488e-08 3.6301e-08 2.67973e-31 4.17104e-08 1.75159e-06 2.89353e-07 3.03096e-08 0 3.84896e-08 2.64191e-08 2.0238e-08 8.70169e-08 2.8764e-08 5.76387e-08 0 4.10499e-08 3.94713e-08 2.57818e-08 4.26917e-08 2.8522e-08 0 2.15658e-08 4.75863e-08 3.41439e-08 1.48415e-07 2.53434e-08 0 2.75879e-08 1.00592e-07 0 4.28969e-08 0 3.57756e-08 2.06931e-08 0 2.37054e-08 1.6995e-08 4.34292e-08 9.83494e-08 0 1.96156e-08 2.67803e-08 0 0 0 2.789e-08 2.78413e-08 3.39874e-08 9.22223e-08 0 8.85674e-07 -------------------------------------------------------------- Initialization seed trial #373 of 1000; initialization seed = 493576598 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498475 Distortion: 0.0358747 Distortions/cluster: 5.11331e-06 2.6379e-06 1.84219e-06 2.75866e-06 4.67018e-06 4.3094e-06 2.37044e-35 3.14299e-05 1.69877e-06 3.00284e-06 1.6803e-06 4.48108e-06 1.84945e-06 1.95404e-06 2.94135e-06 1.78369e-06 3.17232e-06 3.94773e-06 1.9107e-06 2.12478e-06 3.53463e-06 2.74287e-06 1.33996e-06 1.77096e-06 5.2913e-06 1.8014e-06 4.81569e-35 1.88366e-06 2.55152e-06 1.80568e-06 1.94422e-06 3.93023e-06 1.96752e-06 0 4.06358e-06 2.32597e-06 4.35604e-05 2.60483e-06 2.95832e-06 4.10653e-06 5.73426e-06 3.14566e-06 2.97647e-06 1.27698e-06 2.48329e-06 1.23883e-06 2.73516e-06 4.501e-06 1.52789e-06 4.3192e-06 0 4.79409e-06 4.12998e-06 2.37895e-06 1.27749e-35 1.08283e-34 0 1.30723e-06 6.1917e-06 2.67733e-06 4.05525e-06 0.0356196 1.61333e-06 4.50876e-06 4.0786e-06 0 0 1.98009e-06 0 3.42319e-06 0 2.83572e-06 3.00567e-06 0 4.78441e-06 0 Variance: 6.13873e-06 Variances/cluster: 1.7043e-07 2.0447e-08 2.19289e-08 2.75774e-08 4.76403e-08 2.39383e-08 0 3.11154e-07 2.15015e-08 2.68022e-08 3.17009e-08 2.73213e-08 2.22804e-08 2.12377e-08 2.64963e-08 2.70231e-08 2.55749e-08 2.77976e-08 2.12281e-08 3.07911e-08 4.06157e-08 3.86285e-08 4.96237e-08 2.52972e-08 1.35629e-07 3.05294e-08 2.67973e-31 3.69312e-08 3.00079e-08 3.4067e-08 2.85889e-08 2.33922e-08 3.5771e-08 0 2.60463e-08 2.67329e-08 2.7222e-06 3.83032e-08 1.86042e-08 3.83663e-08 4.98482e-08 2.13972e-08 2.43948e-08 3.45104e-08 3.18267e-08 2.42886e-08 2.20554e-08 3.91263e-08 2.99559e-08 3.0407e-08 0 4.20396e-08 2.30705e-08 4.57337e-08 0 0 0 3.26779e-08 4.6539e-08 2.62453e-08 4.13665e-08 0.035575 3.841e-08 4.41997e-08 7.84271e-08 0 0 2.24991e-08 0 2.06192e-08 0 2.05469e-08 3.41523e-08 0 3.34466e-08 0 -------------------------------------------------------------- Initialization seed trial #374 of 1000; initialization seed = 493576599 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 723255 Distortion: 0.000227699 Distortions/cluster: 2.00243e-06 2.37562e-06 2.76046e-06 2.45348e-05 1.87697e-06 3.99183e-06 2.78015e-06 2.29567e-06 2.24609e-06 1.12673e-06 2.26636e-06 2.88366e-06 4.11836e-06 3.8081e-06 4.98385e-06 3.43521e-06 8.00262e-06 3.97353e-06 2.955e-06 2.39941e-06 2.59366e-06 4.56695e-06 1.95512e-06 4.95877e-06 2.92275e-06 2.76619e-06 2.44329e-06 2.96832e-06 9.64317e-35 1.96941e-06 2.0095e-06 1.7929e-06 1.82944e-06 3.50894e-06 2.32957e-06 2.4035e-06 2.57162e-06 1.59192e-05 3.55883e-06 2.02394e-06 3.1159e-06 2.95155e-06 3.57969e-06 3.70293e-06 3.12029e-06 2.37044e-35 2.49725e-06 3.65833e-06 2.35801e-06 5.85948e-06 0 4.05004e-06 4.6778e-06 3.97859e-06 2.68293e-06 4.81569e-35 5.00823e-06 2.37291e-06 3.33971e-06 0 0 0 0 3.39489e-06 2.61913e-06 3.91573e-06 3.67225e-06 0 0 1.08283e-34 0 4.59996e-06 0 1.27749e-35 2.6346e-06 0 Variance: 3.89629e-08 Variances/cluster: 2.10764e-08 3.71165e-08 2.24407e-08 2.72576e-06 1.93485e-08 3.66193e-08 1.86571e-08 2.39109e-08 3.80574e-08 8.664e-08 3.97573e-08 2.36345e-08 3.84767e-08 2.79974e-08 2.91357e-08 2.74726e-08 9.09302e-08 2.36491e-08 4.22002e-08 2.55234e-08 3.24178e-08 1.69132e-07 2.22153e-08 2.6941e-08 3.3584e-08 2.46952e-08 3.34587e-08 4.18036e-08 6.86694e-32 3.12576e-08 2.83003e-08 4.84525e-08 3.89206e-08 4.22727e-08 2.19751e-08 2.14579e-08 3.5225e-08 7.5794e-07 2.08094e-08 2.52909e-08 3.42376e-08 2.1861e-08 2.52069e-08 3.98033e-08 2.83639e-08 0 3.72691e-08 3.51732e-08 3.86432e-08 4.47145e-08 0 2.08746e-08 2.90521e-08 2.53391e-08 3.67404e-08 2.67973e-31 4.243e-08 2.8935e-08 5.30065e-08 0 0 0 0 2.04494e-08 3.68868e-08 1.22326e-07 4.37027e-08 0 0 0 0 4.55299e-08 0 0 3.33391e-08 0 -------------------------------------------------------------- Initialization seed trial #375 of 1000; initialization seed = 493576600 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 499186 Distortion: 0.0358325 Distortions/cluster: 2.85499e-06 2.00699e-06 0.0356196 2.00335e-06 5.29737e-06 4.65964e-06 2.76196e-06 2.17868e-06 3.08787e-06 1.91662e-06 1.73146e-06 3.45234e-06 2.23621e-06 2.73026e-06 3.43154e-06 0 1.44819e-06 3.17312e-06 4.81569e-35 2.37044e-35 2.66974e-06 1.63917e-06 5.29768e-06 6.32116e-06 2.72849e-06 5.9104e-06 9.85484e-06 1.07961e-06 2.49373e-06 4.27414e-06 0 2.42399e-06 0 1.08283e-34 4.0065e-06 1.6779e-06 5.17784e-06 4.80158e-06 1.72502e-06 5.25522e-06 2.33373e-06 2.41087e-06 1.27749e-35 1.38956e-06 1.27886e-06 4.35884e-06 3.65158e-06 0 0 2.3086e-06 4.35716e-06 1.84541e-06 2.68923e-06 1.42213e-06 2.75265e-06 1.18436e-05 2.47401e-06 0 9.64423e-06 0 0 2.09557e-06 1.76047e-06 1.9245e-06 0 4.18864e-06 0 3.413e-06 0 0 5.27986e-06 1.03893e-05 7.89415e-06 2.19021e-06 3.58867e-06 3.15344e-06 Variance: 6.1315e-06 Variances/cluster: 1.0977e-07 2.20522e-08 0.035575 2.67089e-08 4.20288e-08 4.35337e-08 2.60532e-08 2.44772e-08 3.7654e-08 2.69921e-08 3.46259e-08 4.79346e-08 1.8328e-08 3.8452e-08 2.95797e-08 0 1.8806e-08 2.2344e-08 2.67973e-31 0 2.59176e-08 2.8259e-08 4.13757e-08 5.4488e-08 3.95406e-08 3.93959e-07 8.95767e-07 2.57027e-08 2.65267e-08 1.64378e-07 0 2.42378e-08 0 0 3.54529e-08 2.84365e-08 2.5887e-08 3.96696e-08 2.24009e-08 1.75159e-06 1.9446e-08 1.95989e-08 0 2.24102e-08 1.99804e-08 2.5638e-08 4.29465e-08 0 0 1.84666e-08 3.82083e-08 1.63296e-08 2.35873e-08 3.30697e-08 1.14655e-07 4.21345e-08 2.5768e-08 0 4.44287e-08 0 0 1.30959e-07 1.97784e-08 2.0471e-08 0 3.73953e-08 0 4.1117e-08 0 0 4.09157e-08 3.266e-08 9.07286e-08 2.04669e-08 2.28558e-08 2.04751e-08 -------------------------------------------------------------- Initialization seed trial #376 of 1000; initialization seed = 493576601 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 100 BIC score: 498956 Distortion: 0.0358299 Distortions/cluster: 2.64276e-06 3.08899e-06 2.52405e-06 2.15087e-06 2.2071e-06 2.99842e-06 4.27414e-06 1.15666e-06 4.71733e-06 1.48848e-06 3.55679e-06 2.98241e-06 3.46039e-06 3.5041e-06 3.95976e-06 3.62347e-06 3.48104e-06 2.41369e-06 4.57895e-06 1.76698e-06 2.42843e-06 6.18556e-06 3.33712e-06 3.25052e-06 2.37044e-35 2.07352e-06 0 1.81636e-06 4.53281e-06 0 4.81569e-35 3.85745e-06 2.25078e-06 1.08283e-34 0.0356196 8.00262e-06 2.38753e-06 0 2.07342e-06 0 1.6881e-06 3.48185e-06 0 6.58512e-06 5.52411e-06 0 1.27749e-35 2.75265e-06 3.03091e-06 2.439e-06 5.16559e-06 4.47281e-06 0 4.83856e-06 5.25522e-06 3.0057e-06 1.98724e-06 2.85499e-06 0 0 0 4.30009e-06 6.45786e-06 1.91657e-06 6.93418e-06 2.67002e-06 3.43071e-06 2.70434e-06 9.85484e-06 2.14079e-06 2.3717e-06 0 1.86497e-06 1.57492e-06 6.14897e-06 2.16041e-06 Variance: 6.13106e-06 Variances/cluster: 5.28504e-08 5.14787e-08 1.92653e-08 4.38917e-08 2.45212e-08 3.89371e-08 1.64378e-07 2.40951e-08 3.54571e-08 2.75622e-08 2.37041e-08 3.3135e-08 3.71963e-08 3.72658e-08 4.03924e-08 2.01286e-08 3.95442e-08 2.80634e-08 3.11392e-08 2.0077e-08 3.15275e-08 4.54675e-08 3.70768e-08 2.18137e-08 0 3.76878e-08 0 2.08753e-08 3.87293e-08 0 2.67973e-31 2.28231e-08 3.46158e-08 0 0.035575 9.09302e-08 2.77597e-08 0 2.46806e-08 0 2.41136e-08 2.63691e-08 0 2.86285e-08 2.77569e-08 0 0 1.14655e-07 3.36663e-08 2.43879e-08 3.07445e-08 4.56266e-08 0 4.03093e-08 1.75159e-06 2.68334e-08 3.3679e-08 1.0977e-07 0 0 0 2.44299e-08 4.0355e-07 2.17772e-08 3.28606e-08 3.42283e-08 3.09046e-08 3.29768e-08 8.95767e-07 3.19493e-08 3.88774e-08 0 2.82546e-08 1.78948e-08 2.9002e-08 1.78531e-08 -------------------------------------------------------------- Initialization seed trial #377 of 1000; initialization seed = 493576602 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 595300 Distortion: 0.00412656 Distortions/cluster: 3.29591e-06 3.88756e-06 9.64317e-35 5.25522e-06 3.31543e-06 1.89212e-06 5.16996e-06 2.86299e-06 2.85499e-06 2.40897e-06 4.13538e-06 4.28067e-06 4.98165e-06 3.96182e-06 2.81474e-06 9.85484e-06 4.06252e-06 3.84643e-06 2.37044e-35 0 4.29353e-06 6.45786e-06 0 3.91889e-06 2.42717e-06 3.36229e-06 2.26053e-06 3.44138e-06 4.81569e-35 4.60458e-06 3.54289e-06 3.31169e-06 3.97073e-06 0 3.4365e-06 3.49708e-06 3.48467e-06 0 1.98252e-06 0 0 0 0 2.75265e-06 4.48097e-06 4.46818e-06 3.68851e-06 3.38284e-06 2.51455e-06 3.96097e-06 4.72853e-06 0 4.368e-06 0 5.15705e-06 0.00391362 5.76193e-06 0 3.80342e-06 0 0 0 3.45632e-06 0 2.70262e-06 0 4.10596e-06 2.47651e-06 3.39844e-06 4.27414e-06 0 2.53999e-06 2.35656e-06 3.67468e-06 4.13212e-06 7.87631e-06 Variance: 7.06119e-07 Variances/cluster: 2.03427e-08 2.12416e-08 6.86694e-32 1.75159e-06 2.22488e-08 2.70273e-08 4.03773e-08 2.89165e-08 1.0977e-07 2.86757e-08 3.44585e-08 3.99931e-08 3.11322e-08 2.69488e-08 3.90906e-08 8.95767e-07 4.18679e-08 5.41703e-08 0 0 3.90193e-08 4.0355e-07 0 3.08547e-08 2.6669e-08 4.30919e-08 3.89717e-08 3.51129e-08 2.67973e-31 3.56829e-08 3.47233e-08 2.23744e-08 2.61209e-08 0 4.09073e-08 2.68918e-08 4.00512e-08 0 2.79205e-08 0 0 0 0 1.14655e-07 2.50309e-08 2.82703e-08 2.5973e-08 2.27016e-08 2.3946e-08 4.83002e-08 3.97225e-08 0 3.86434e-08 0 3.18233e-08 0.00391989 2.92458e-08 0 2.13657e-08 0 0 0 4.8666e-08 0 3.80533e-08 0 3.6333e-08 2.52683e-08 2.85489e-08 1.64378e-07 0 3.3418e-08 3.22789e-08 2.35528e-08 2.16322e-08 9.05237e-08 -------------------------------------------------------------- Initialization seed trial #378 of 1000; initialization seed = 493576603 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 594900 Distortion: 0.00414577 Distortions/cluster: 2.38883e-06 2.63739e-06 2.82635e-06 2.37044e-35 3.29866e-06 1.00474e-05 3.03087e-06 2.63863e-06 2.29751e-06 1.95859e-06 2.64871e-06 1.34511e-05 0 2.78084e-06 3.00599e-06 2.7377e-06 4.86676e-06 5.69049e-06 3.31343e-06 1.95335e-06 5.27481e-06 3.04185e-06 2.41906e-06 7.89415e-06 0 3.02833e-06 0.00391362 2.82453e-06 2.29357e-06 0 3.73575e-06 2.66108e-06 0 2.85499e-06 2.00657e-06 3.69244e-06 3.2189e-06 0 4.05957e-06 2.45348e-05 2.55314e-06 0 5.36851e-06 0 2.90993e-06 5.54357e-06 2.64167e-06 2.55616e-06 0 2.1615e-06 0 2.99264e-06 4.30702e-06 0 2.46388e-06 0 6.27951e-06 0 4.81569e-35 0 0 5.39517e-06 3.11258e-06 4.27414e-06 0 4.36887e-06 0 2.56799e-06 9.64317e-35 4.62038e-06 6.45819e-06 2.74146e-06 4.41832e-06 2.65102e-06 3.84759e-06 2.79797e-06 Variance: 7.09406e-07 Variances/cluster: 1.99051e-08 3.76747e-08 3.07185e-08 0 2.22859e-08 4.18503e-08 1.95523e-08 2.27445e-08 4.17689e-08 2.64651e-08 2.94275e-08 7.07844e-07 0 2.67358e-08 3.62136e-08 2.5583e-08 4.72355e-08 2.93228e-08 2.12381e-08 3.55131e-08 4.05634e-08 2.43326e-08 3.55716e-08 9.07286e-08 0 2.21027e-08 0.00391989 3.66794e-08 2.04759e-08 0 2.22347e-08 2.44112e-08 0 1.0977e-07 3.58284e-08 2.42902e-08 4.0742e-08 0 3.32644e-08 2.72576e-06 2.71587e-08 0 4.06574e-08 0 2.34644e-08 3.27915e-08 1.98599e-08 1.111e-07 0 2.88175e-08 0 2.93371e-08 2.97009e-08 0 2.67789e-08 0 4.51618e-08 0 2.67973e-31 0 0 4.31576e-08 3.93867e-08 1.64378e-07 0 6.42422e-08 0 3.33476e-08 6.86694e-32 4.19896e-08 3.84293e-08 2.74122e-08 3.94363e-08 2.30504e-08 5.41867e-08 1.9842e-08 -------------------------------------------------------------- Initialization seed trial #379 of 1000; initialization seed = 493576604 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 498396 Distortion: 0.0360948 Distortions/cluster: 2.21288e-06 2.0047e-06 1.83869e-06 1.61163e-06 5.25522e-06 4.80617e-06 3.74825e-06 2.94845e-06 2.25217e-06 4.23962e-06 2.38629e-06 2.14596e-06 4.07351e-06 1.26237e-06 2.47048e-06 4.01364e-06 2.8869e-06 4.59447e-06 6.94047e-06 2.17762e-06 2.03539e-06 2.2818e-06 1.74241e-06 2.37044e-35 0.000272435 2.53119e-06 1.51591e-06 1.94626e-06 2.82595e-06 0 1.98385e-06 5.97999e-06 1.61152e-06 0 2.6659e-06 3.03383e-06 1.27749e-35 9.85484e-06 3.97611e-06 2.92619e-06 2.8799e-06 9.05917e-06 3.38659e-06 1.11299e-06 0 2.09557e-06 3.5938e-06 2.57208e-06 0 0 2.9718e-06 1.9407e-06 2.65343e-06 2.84432e-06 0.0356196 2.09139e-06 1.35966e-06 1.90911e-06 3.33078e-06 3.10371e-06 0 2.36161e-06 2.70303e-06 0 4.56695e-06 2.49165e-06 5.9104e-06 0 0 3.48861e-06 4.76466e-06 1.08283e-34 0 1.21553e-05 2.75352e-06 3.94003e-06 Variance: 6.17639e-06 Variances/cluster: 2.87359e-08 3.2861e-08 1.97686e-08 1.85228e-08 1.75159e-06 3.90619e-08 3.8629e-08 2.21669e-08 2.55906e-08 3.85294e-08 2.27246e-08 3.63691e-08 3.99232e-08 1.72907e-08 2.47019e-08 6.36875e-08 3.47789e-08 4.06468e-08 4.03386e-08 2.56168e-08 2.36653e-08 2.8881e-08 1.95753e-08 0 3.16754e-06 3.01304e-08 2.40591e-08 1.98574e-08 4.21658e-08 0 1.87139e-08 1.45805e-07 2.98403e-08 0 3.6023e-08 4.04475e-08 0 8.95767e-07 2.90197e-08 2.54429e-08 2.02792e-08 3.17762e-08 5.29108e-08 1.79494e-08 0 1.30959e-07 4.17747e-08 2.47294e-08 0 0 4.12624e-08 1.67287e-08 2.70735e-08 2.07596e-08 0.035575 2.34967e-08 2.02915e-08 3.53516e-08 2.25033e-08 3.73909e-08 0 3.37346e-08 2.16223e-08 0 1.69132e-07 3.71866e-08 3.93959e-07 0 0 3.00717e-08 3.58129e-08 0 0 4.30896e-08 1.912e-08 2.47776e-08 -------------------------------------------------------------- Initialization seed trial #380 of 1000; initialization seed = 493576605 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 498591 Distortion: 0.0358243 Distortions/cluster: 1.47261e-06 3.38391e-06 2.1686e-06 2.64846e-06 3.4512e-06 2.22308e-06 2.30855e-06 5.62815e-06 2.76891e-06 3.09411e-06 4.81569e-35 1.27749e-35 3.22108e-06 5.03467e-06 1.97996e-06 3.12418e-06 2.43256e-06 1.26302e-06 5.25522e-06 3.33734e-06 3.04836e-06 5.36149e-06 0.0356196 5.02206e-06 3.02859e-06 2.43523e-06 1.49081e-06 2.23582e-06 2.88308e-06 3.97493e-06 4.00585e-06 2.38053e-06 3.82019e-06 2.72436e-06 1.8865e-06 2.37044e-35 2.58425e-06 1.97967e-06 2.33245e-06 2.6533e-06 1.57795e-06 4.59019e-06 1.97735e-06 7.76697e-06 0 0 3.47851e-06 0 3.56958e-06 2.34968e-06 2.55616e-06 0 0 2.85499e-06 3.09633e-06 0 4.99074e-06 1.63172e-06 3.75227e-06 4.27414e-06 2.55348e-06 1.08283e-34 3.14162e-06 0 1.62586e-06 5.9104e-06 2.02671e-06 4.58873e-06 3.70395e-06 2.91485e-06 9.85484e-06 2.63822e-06 3.71967e-06 2.52681e-06 0 2.38859e-06 Variance: 6.13009e-06 Variances/cluster: 2.83168e-08 1.91165e-08 2.4924e-08 3.72993e-08 2.39643e-08 1.30756e-07 1.93973e-08 4.29491e-08 2.40695e-08 3.68229e-08 2.67973e-31 0 4.026e-08 4.09188e-08 3.66635e-08 2.94709e-08 4.1216e-08 3.32343e-08 1.75159e-06 2.85218e-08 3.38602e-08 3.62145e-08 0.035575 2.71439e-08 2.80399e-08 2.13598e-08 2.9229e-08 3.14876e-08 3.51564e-08 3.97362e-08 2.32878e-08 2.05195e-08 2.74744e-08 2.43225e-08 2.81543e-08 0 1.87248e-08 2.12848e-08 2.33225e-08 3.31551e-08 2.3203e-08 3.23147e-08 1.88297e-08 9.03049e-08 0 0 4.18959e-08 0 2.21694e-08 2.32614e-08 1.111e-07 0 0 1.0977e-07 4.68999e-08 0 4.0563e-08 2.7193e-08 5.43759e-08 1.64378e-07 3.70047e-08 0 2.5961e-08 0 2.50105e-08 3.93959e-07 3.75287e-08 2.31734e-08 2.31477e-08 2.62512e-08 8.95767e-07 3.29749e-08 3.71845e-08 2.77647e-08 0 2.54075e-08 -------------------------------------------------------------- Initialization seed trial #381 of 1000; initialization seed = 493576606 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 726797 Distortion: 0.000212145 Distortions/cluster: 0 2.09589e-06 1.32076e-06 1.08283e-34 2.19726e-06 2.32336e-06 1.49713e-06 1.24667e-06 6.22587e-06 2.53932e-06 9.64317e-35 5.02693e-06 2.35517e-06 1.14601e-06 4.27414e-06 2.91416e-06 2.91238e-06 6.39437e-06 1.55435e-06 2.37044e-35 2.61531e-06 0 0 1.96542e-06 0 4.50712e-06 1.72504e-06 2.03842e-06 7.65188e-06 2.35987e-06 2.18918e-06 1.77625e-06 4.24775e-06 1.59315e-06 4.90764e-06 5.25522e-06 2.85499e-06 7.67311e-06 1.27749e-35 1.41168e-06 6.10173e-06 0 2.55616e-06 4.87211e-06 4.74074e-06 1.51843e-06 0 3.05856e-06 4.81569e-35 4.43962e-06 0 1.49329e-06 5.9104e-06 2.64079e-06 1.03923e-05 0 3.53715e-06 9.85484e-06 0 2.22308e-06 0 3.71291e-06 5.07782e-06 0 0 1.92632e-06 2.86609e-06 1.96161e-06 2.23918e-06 2.3478e-06 2.96828e-06 7.89415e-06 3.32069e-06 5.3703e-06 4.91694e-06 3.40758e-06 Variance: 3.63013e-08 Variances/cluster: 0 1.82235e-08 1.67166e-08 0 2.0727e-08 2.19165e-08 1.8712e-08 1.8887e-08 4.17709e-08 2.56472e-08 6.86694e-32 3.98844e-08 4.13056e-08 1.84823e-08 1.64378e-07 2.25884e-08 2.62354e-08 4.15087e-08 2.39101e-08 0 3.04079e-08 0 0 1.83668e-08 0 4.3334e-08 2.5366e-08 2.58005e-08 3.29714e-08 2.5372e-08 2.57526e-08 2.27704e-08 4.20544e-08 1.64228e-08 2.39376e-08 1.75159e-06 1.0977e-07 4.16879e-08 0 2.27663e-08 5.44749e-08 0 1.111e-07 4.02522e-08 3.7034e-08 1.92184e-08 0 3.72966e-08 2.67973e-31 4.14781e-08 0 2.2971e-08 3.93959e-07 2.75058e-08 3.57006e-08 0 2.23851e-08 8.95767e-07 0 1.30756e-07 0 2.08572e-08 4.88101e-08 0 0 2.75164e-08 3.53807e-08 1.90425e-08 2.30823e-08 2.30153e-08 2.21494e-08 9.07286e-08 3.72991e-08 3.91959e-08 3.41425e-08 4.05531e-08 -------------------------------------------------------------- Initialization seed trial #382 of 1000; initialization seed = 493576607 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 26 BIC score: 594197 Distortion: 0.00416794 Distortions/cluster: 2.0902e-06 4.5933e-06 2.72459e-06 2.95149e-06 2.91769e-06 0 5.71669e-06 3.10103e-06 3.05334e-05 4.81021e-06 2.2644e-06 2.37044e-35 4.27333e-06 4.35604e-05 9.64317e-35 0 3.84302e-06 3.30134e-06 4.48613e-06 0 0 2.77093e-06 3.12211e-06 2.33055e-06 2.98227e-06 3.11496e-06 2.86608e-06 2.47139e-06 3.38717e-06 3.0664e-06 2.57205e-06 2.64429e-06 3.35279e-06 3.14175e-06 2.06899e-06 4.00316e-06 4.81569e-35 0 3.16315e-06 2.34991e-06 1.93874e-06 0.00391362 2.5391e-06 3.25343e-06 2.39081e-06 5.5691e-06 0 2.72364e-06 2.77654e-06 0 3.52642e-06 2.0429e-06 3.80056e-06 1.99205e-06 2.55954e-06 0 0 2.75965e-06 3.58928e-06 2.85499e-06 3.20232e-06 3.33617e-06 4.33682e-06 1.4759e-06 2.03375e-06 2.64444e-06 6.47924e-06 1.83115e-06 3.47339e-06 2.55616e-06 0 0 1.73058e-06 3.69059e-06 2.63932e-06 0 Variance: 7.132e-07 Variances/cluster: 3.02901e-08 3.92461e-08 3.83618e-08 3.35292e-08 2.45163e-08 0 4.36249e-08 4.84391e-08 3.08387e-07 1.65857e-07 3.43059e-08 0 2.21397e-08 2.7222e-06 6.86694e-32 0 2.86699e-08 3.5881e-08 2.95114e-08 0 0 3.59743e-08 3.15261e-08 1.97487e-08 2.07078e-08 2.22477e-08 3.25663e-08 2.26709e-08 4.2336e-08 3.48339e-08 2.16119e-08 3.52457e-08 4.03815e-08 1.92729e-08 2.61874e-08 4.16959e-08 2.67973e-31 0 3.19482e-08 5.10804e-08 2.48532e-08 0.00391989 3.47794e-08 3.82733e-08 3.41434e-08 2.66441e-08 0 3.36142e-08 2.77621e-08 0 2.30458e-08 2.04272e-08 2.54987e-08 2.37127e-08 3.65528e-08 0 0 2.26126e-08 3.98779e-08 1.0977e-07 2.76038e-08 2.12471e-08 3.80309e-08 2.23598e-08 3.44589e-08 2.61798e-08 3.20726e-08 4.94862e-08 3.21583e-08 1.111e-07 0 0 2.98347e-08 4.55586e-08 2.66575e-08 0 -------------------------------------------------------------- Initialization seed trial #383 of 1000; initialization seed = 493576608 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 498463 Distortion: 0.0358261 Distortions/cluster: 3.8604e-06 2.03661e-06 2.11057e-06 2.82896e-06 2.49601e-06 2.98621e-06 0.0356196 3.38066e-06 4.56695e-06 1.59302e-06 1.08283e-34 5.58964e-06 3.62103e-06 2.05811e-06 2.99434e-06 2.37044e-35 3.12647e-06 2.23421e-06 1.98123e-06 2.33971e-06 2.515e-06 3.28199e-06 3.07676e-06 2.66747e-06 1.57271e-06 3.13632e-06 0 2.09104e-06 3.24611e-06 2.49746e-06 1.9698e-06 2.40073e-06 0 1.27749e-35 8.29035e-06 2.30938e-06 5.2913e-06 3.65747e-06 1.9805e-06 3.16991e-06 2.34501e-06 0 3.18776e-06 2.03577e-06 3.96404e-06 4.24288e-06 4.7916e-06 3.08304e-06 6.88373e-06 0 2.85467e-06 3.11216e-06 9.85484e-06 2.71674e-06 0 2.89397e-06 2.25287e-06 3.07564e-06 3.2315e-06 2.68845e-06 3.28257e-06 4.81569e-35 4.71068e-06 3.43634e-06 1.78262e-06 2.5622e-06 5.23735e-06 5.25522e-06 4.2116e-06 0 3.07844e-06 0 2.94151e-06 1.56006e-06 0 2.31445e-06 Variance: 6.13041e-06 Variances/cluster: 3.93788e-08 1.85125e-08 3.14983e-08 2.35726e-08 2.54673e-08 4.03418e-08 0.035575 2.33129e-08 1.69132e-07 2.65479e-08 0 3.99189e-07 3.77069e-08 1.87084e-08 3.52244e-08 0 3.72176e-08 1.69243e-08 3.66866e-08 2.1662e-08 2.64714e-08 3.28172e-08 3.70572e-08 2.24137e-08 4.76537e-08 2.10467e-08 0 2.11194e-08 5.23408e-08 2.04692e-08 2.40198e-08 2.00043e-08 0 0 9.41992e-08 2.62404e-08 1.35629e-07 2.28572e-08 4.50078e-08 3.40745e-08 2.89485e-08 0 2.52975e-08 2.26171e-08 2.81045e-08 3.68825e-08 4.47678e-08 2.26667e-08 3.05844e-08 0 4.07675e-08 3.79499e-08 8.95767e-07 2.58706e-08 0 3.40439e-08 1.4079e-07 2.46029e-08 4.03902e-08 3.02046e-08 4.49521e-08 2.67973e-31 4.80521e-08 3.57921e-08 2.74225e-08 3.46131e-08 2.87671e-08 1.75159e-06 3.75913e-08 0 2.70015e-08 0 2.29785e-08 1.97458e-08 0 2.7226e-08 -------------------------------------------------------------- Initialization seed trial #384 of 1000; initialization seed = 493576609 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 726517 Distortion: 0.000212057 Distortions/cluster: 5.45476e-06 5.48739e-06 3.05308e-06 3.3587e-06 5.25522e-06 3.13538e-06 1.99233e-06 2.04381e-06 2.55616e-06 2.68404e-06 2.06165e-06 4.77588e-06 7.89415e-06 3.16347e-06 7.88176e-06 3.51679e-06 2.78679e-06 2.50233e-06 9.85484e-06 5.9104e-06 5.02232e-06 2.37044e-35 3.96644e-06 2.07456e-06 3.62621e-06 2.48369e-06 2.62952e-06 1.49583e-06 1.83037e-06 1.08283e-34 2.41189e-06 2.69608e-06 3.39335e-06 2.23441e-06 2.3134e-06 2.63709e-06 3.75943e-06 4.61582e-06 1.75644e-06 2.66387e-06 2.48038e-06 2.32317e-06 6.67925e-06 6.44545e-06 4.27414e-06 2.95043e-06 9.64317e-35 2.70883e-06 3.28826e-06 0 4.81569e-35 1.92542e-06 4.54441e-06 3.9168e-06 0 3.57016e-06 2.02308e-06 1.82538e-06 1.92293e-06 0 2.00452e-06 1.27749e-35 0 0 0 0 2.40936e-06 0 6.21527e-06 1.59104e-06 0 2.85499e-06 0 2.51696e-06 6.60731e-06 0 Variance: 3.62863e-08 Variances/cluster: 2.90052e-08 4.1875e-08 3.96373e-08 2.34846e-08 1.75159e-06 4.07158e-08 2.16538e-08 2.83837e-08 1.111e-07 2.50824e-08 2.45413e-08 3.94572e-08 9.07286e-08 3.1632e-08 4.80441e-08 3.00555e-08 2.58005e-08 3.73456e-08 8.95767e-07 3.93959e-07 3.15766e-08 0 2.20332e-08 2.65945e-08 4.31548e-08 2.85455e-08 2.41219e-08 2.49283e-08 2.3769e-08 0 2.77202e-08 2.26539e-08 4.08802e-08 1.94279e-08 2.1222e-08 3.82153e-08 3.51317e-08 5.49454e-08 1.58224e-08 3.7517e-08 2.85076e-08 2.86786e-08 4.45151e-08 4.63552e-08 1.64378e-07 1.97998e-08 6.86694e-32 3.56397e-08 4.76516e-08 0 2.67973e-31 2.02658e-08 2.91212e-08 2.25079e-08 0 4.15098e-08 1.82243e-08 2.02802e-08 1.94219e-08 0 2.74565e-08 0 0 0 0 0 2.70683e-08 0 3.59148e-08 2.56597e-08 0 1.0977e-07 0 2.24708e-08 4.26142e-08 0 -------------------------------------------------------------- Initialization seed trial #385 of 1000; initialization seed = 493576610 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 499266 Distortion: 0.0358341 Distortions/cluster: 2.40384e-06 5.69413e-06 7.65784e-06 1.27749e-35 5.25522e-06 4.81569e-35 2.37044e-35 0 2.16533e-06 2.17375e-06 2.17484e-06 4.61324e-06 3.22942e-06 1.86341e-06 2.85442e-06 0 1.37953e-06 3.99916e-06 1.8576e-06 2.89653e-06 5.55992e-06 1.96561e-06 2.25287e-06 3.94399e-06 1.78456e-06 4.01944e-06 2.02077e-06 5.50972e-06 4.43508e-06 3.55966e-06 3.04444e-06 5.25599e-06 4.56695e-06 5.58964e-06 3.44235e-06 3.67437e-06 3.15238e-06 0.0356196 8.39942e-06 3.50181e-06 9.85484e-06 2.60633e-06 5.54209e-06 4.50627e-06 0 2.34344e-06 3.09886e-06 3.2376e-06 2.09204e-06 3.60439e-06 3.14269e-06 2.40555e-06 2.43487e-06 0 0 1.08283e-34 3.91519e-06 0 2.65068e-06 0 1.06426e-05 0 0 3.73346e-06 0 2.23071e-06 0 0 0 4.09295e-06 0 5.18839e-06 0 3.23336e-06 5.54628e-06 2.54383e-06 Variance: 6.13178e-06 Variances/cluster: 2.26752e-08 3.29033e-08 3.77112e-08 0 1.75159e-06 2.67973e-31 0 0 2.57752e-08 2.8228e-08 2.75272e-08 4.11761e-08 2.83258e-08 2.82309e-08 2.16221e-08 0 3.3644e-08 2.59663e-08 2.69193e-08 3.62038e-08 4.21071e-08 2.28539e-08 1.4079e-07 4.06463e-08 2.58601e-08 4.14349e-08 2.76792e-08 5.19627e-08 3.88914e-08 3.63199e-08 3.58141e-08 4.27177e-08 1.69132e-07 3.99189e-07 2.03665e-08 4.12816e-08 3.66524e-08 0.035575 9.43662e-08 2.28856e-08 8.95767e-07 1.87489e-08 2.91593e-08 2.20876e-08 0 2.54692e-08 2.67119e-08 2.1727e-08 1.86773e-08 3.24693e-08 2.3106e-08 2.35817e-08 2.0809e-08 0 0 0 5.4373e-08 0 2.13745e-08 0 4.15591e-08 0 0 2.42411e-08 0 3.0142e-08 0 0 0 4.54635e-08 0 4.71525e-08 0 2.27675e-08 1.38611e-07 2.51839e-08 -------------------------------------------------------------- Initialization seed trial #386 of 1000; initialization seed = 493576611 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498648 Distortion: 0.0358508 Distortions/cluster: 3.55537e-06 3.84312e-06 2.11963e-06 3.70391e-06 2.21352e-06 1.27749e-35 1.47545e-06 1.77952e-06 2.76919e-06 0 3.39008e-06 3.73692e-06 3.29415e-06 1.08283e-34 6.46504e-06 2.37044e-35 2.32357e-06 6.02093e-06 5.00521e-06 4.50448e-06 2.37438e-06 4.3544e-06 2.4249e-06 2.4153e-06 2.58539e-06 1.82636e-06 2.76059e-06 0 3.18314e-06 2.05959e-06 0 5.18454e-06 3.16328e-06 3.49373e-06 1.56287e-06 3.55198e-06 2.35037e-06 4.75015e-06 3.18057e-06 3.04782e-06 3.50411e-06 3.00933e-06 2.9527e-06 2.40475e-06 4.2689e-06 8.29035e-06 1.59192e-05 6.10951e-06 2.45348e-05 3.38927e-06 0 3.10482e-06 0 1.92597e-06 0.0356196 3.58841e-06 0 4.81569e-35 3.1801e-06 4.56535e-06 2.15921e-06 4.56695e-06 2.15868e-06 0 0 1.79868e-06 2.2266e-06 4.07112e-06 3.26009e-06 1.84386e-06 0 0 0 0 3.11182e-06 4.80361e-06 Variance: 6.13463e-06 Variances/cluster: 3.86327e-08 3.52469e-08 2.2789e-08 2.37409e-08 2.48688e-08 0 1.94116e-08 2.40448e-08 2.49455e-08 0 3.56819e-08 3.97509e-08 3.83007e-08 0 2.96464e-08 0 3.57445e-08 4.85413e-08 4.95401e-08 3.26306e-08 2.52572e-08 4.22622e-08 3.8488e-08 1.96349e-08 2.63793e-08 2.99376e-08 3.58491e-08 0 2.9471e-08 2.36706e-08 0 1.3639e-07 2.37817e-08 2.09187e-08 2.17046e-08 3.14306e-08 2.50015e-08 3.95716e-08 3.8784e-08 2.2914e-08 4.61026e-08 2.89332e-08 3.9366e-08 2.76384e-08 4.63867e-08 9.41992e-08 7.5794e-07 4.52412e-08 2.72576e-06 1.91467e-08 0 4.19432e-08 0 1.75068e-08 0.035575 5.35538e-08 0 2.67973e-31 2.69471e-08 3.00254e-08 2.34676e-08 1.69132e-07 3.53859e-08 0 0 1.95486e-08 1.85534e-08 4.06977e-08 2.99065e-08 1.96135e-08 0 0 0 0 2.22253e-08 3.24463e-08 -------------------------------------------------------------- Initialization seed trial #387 of 1000; initialization seed = 493576612 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 498761 Distortion: 0.0358259 Distortions/cluster: 2.71564e-06 2.8359e-06 4.66345e-06 4.18083e-06 1.90526e-06 1.08283e-34 2.34375e-06 4.94282e-06 2.55616e-06 2.6709e-06 3.21485e-06 9.85484e-06 3.21522e-06 5.76288e-06 3.5317e-06 2.36951e-06 4.27414e-06 4.20311e-06 2.24722e-06 2.41369e-06 2.43888e-06 2.85499e-06 3.42186e-06 2.37044e-35 4.77135e-06 1.50726e-06 2.39089e-06 2.99819e-06 3.36796e-06 4.15418e-06 2.18145e-06 5.4076e-06 0 2.37701e-06 2.72708e-06 2.71574e-06 2.9957e-06 4.09699e-06 5.25522e-06 7.89415e-06 0 0 2.14163e-06 4.81569e-35 4.73962e-06 2.18254e-06 2.5029e-06 0 0 2.63849e-06 3.07049e-06 3.24905e-06 5.9104e-06 3.42097e-06 1.95333e-06 2.54234e-06 4.21338e-06 3.02989e-06 2.11016e-06 0.0356196 1.27749e-35 2.90319e-06 0 2.54e-06 0 4.1163e-06 0 0 3.31463e-06 0 4.36931e-06 3.66294e-06 3.78971e-06 2.31783e-06 0 2.17749e-06 Variance: 6.13037e-06 Variances/cluster: 3.62057e-08 3.25936e-08 4.12559e-08 3.66707e-08 2.44242e-08 0 2.6332e-08 3.98496e-08 1.111e-07 2.51949e-08 2.36365e-08 8.95767e-07 2.26397e-08 4.36441e-08 4.01295e-08 2.32279e-08 1.64378e-07 2.20039e-08 2.08058e-08 1.93079e-08 2.93815e-08 1.0977e-07 2.97528e-08 0 3.90966e-08 2.59849e-08 2.17335e-08 3.33103e-08 4.15658e-08 4.1117e-08 1.91338e-08 2.80095e-08 0 2.61187e-08 1.93393e-08 1.92583e-08 3.22092e-08 3.59356e-08 1.75159e-06 9.07286e-08 0 0 2.27812e-08 2.67973e-31 3.1378e-08 2.3466e-08 1.89597e-08 0 0 2.19851e-08 3.83684e-08 4.84786e-08 3.93959e-07 2.73645e-08 1.30208e-07 2.2902e-08 2.90483e-08 3.52198e-08 2.10992e-08 0.035575 0 3.67374e-08 0 2.73092e-08 0 4.03534e-08 0 0 3.41608e-08 0 4.55099e-08 2.14188e-08 3.0552e-08 5.03833e-08 0 2.75599e-08 -------------------------------------------------------------- Initialization seed trial #388 of 1000; initialization seed = 493576613 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 67 BIC score: 727763 Distortion: 0.000206978 Distortions/cluster: 4.61468e-06 3.67837e-06 2.57105e-06 1.08283e-34 3.91033e-06 1.27749e-35 5.9104e-06 2.41327e-06 5.94502e-06 9.64317e-35 2.85499e-06 3.81448e-06 2.8082e-06 0 3.17566e-06 4.29369e-06 3.50778e-06 2.22308e-06 3.71285e-06 3.03731e-06 2.37044e-35 1.87631e-06 1.86982e-06 1.96628e-06 2.55824e-06 0 3.43251e-06 3.20932e-06 2.48624e-06 2.79197e-06 3.91061e-06 0 3.51187e-06 2.41748e-06 3.16139e-06 9.85484e-06 2.47271e-06 0 2.3234e-06 4.06947e-06 4.58222e-06 0 3.18057e-06 3.78228e-06 3.90456e-06 7.89415e-06 0 3.52942e-06 2.4608e-06 4.81569e-35 2.56987e-06 2.91778e-06 2.20475e-06 0 2.36461e-06 0 3.51997e-06 3.16302e-06 2.77331e-06 0 0 2.22529e-06 4.02505e-06 5.13438e-06 5.25522e-06 2.46228e-06 2.08769e-06 5.47001e-06 3.84857e-06 3.03336e-06 2.1861e-06 4.27414e-06 0 3.99396e-06 3.75121e-06 0 Variance: 3.54172e-08 Variances/cluster: 3.87757e-08 3.0397e-08 2.21622e-08 0 2.58878e-08 0 3.93959e-07 4.16046e-08 3.76236e-08 6.86694e-32 1.0977e-07 4.53963e-08 3.95403e-08 0 2.78535e-08 2.25964e-08 4.17454e-08 1.30756e-07 2.44243e-08 3.89364e-08 0 2.15643e-08 2.01035e-08 1.96606e-08 2.45955e-08 0 3.85548e-08 3.77442e-08 3.27111e-08 3.93105e-08 3.31299e-08 0 2.58141e-08 2.30216e-08 2.79745e-08 8.95767e-07 3.53132e-08 0 3.68679e-08 2.32521e-08 4.28208e-08 0 2.76545e-08 3.5337e-08 4.10981e-08 9.07286e-08 0 3.39259e-08 1.11816e-07 2.67973e-31 3.47249e-08 3.43165e-08 1.85256e-08 0 2.71771e-08 0 2.68676e-08 2.3427e-08 2.03902e-08 0 0 1.91818e-08 3.83214e-08 2.45643e-08 1.75159e-06 2.0347e-08 2.71105e-08 3.2941e-08 2.30433e-08 2.86141e-08 5.20454e-08 1.64378e-07 0 3.80253e-08 2.37397e-08 0 -------------------------------------------------------------- Initialization seed trial #389 of 1000; initialization seed = 493576614 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 722808 Distortion: 0.000231543 Distortions/cluster: 3.4458e-06 1.99863e-06 1.27749e-35 3.17263e-06 2.45242e-06 3.83406e-06 4.11876e-06 2.00752e-06 3.02034e-06 5.24573e-06 4.36547e-06 3.85236e-06 4.05259e-06 3.699e-06 5.09156e-06 2.82485e-06 1.54325e-06 4.81569e-35 2.00444e-06 5.77914e-06 3.19912e-06 2.98572e-06 2.80874e-06 2.94204e-06 2.59301e-06 2.37044e-35 6.01176e-06 3.95085e-06 0 2.89083e-06 5.46414e-06 0 0 3.06034e-06 2.45348e-05 2.07714e-06 1.28094e-06 1.08283e-34 2.2009e-06 1.41825e-06 3.38083e-06 2.42779e-06 0 4.29595e-06 3.22423e-06 9.64317e-35 1.61307e-06 3.06164e-06 5.21882e-06 4.23399e-06 3.03803e-06 5.03e-06 0 2.09372e-06 2.05497e-06 1.59192e-05 0 0 0 0 5.5155e-06 3.32131e-06 5.13233e-06 0 2.45571e-06 2.48719e-06 2.33346e-06 0 0 3.23394e-06 2.14811e-06 0 5.11581e-06 5.14786e-06 2.76445e-06 6.36784e-06 Variance: 3.96206e-08 Variances/cluster: 2.71293e-08 2.9389e-08 0 2.83246e-08 6.12915e-08 3.75765e-08 4.62741e-08 1.80842e-08 3.43191e-08 7.82868e-08 2.98979e-08 3.53322e-08 2.39777e-08 3.97709e-08 2.89198e-08 4.4125e-08 1.90503e-08 2.67973e-31 1.89081e-08 2.93261e-08 3.80723e-08 3.47064e-08 3.60067e-08 2.72385e-08 3.50293e-08 0 2.80899e-08 1.12871e-07 0 3.32249e-08 4.83391e-08 0 0 2.73221e-08 2.72576e-06 2.14118e-08 1.97044e-08 0 1.84928e-08 1.91634e-08 2.79382e-08 2.47704e-08 0 4.01359e-08 4.13327e-08 6.86694e-32 1.85388e-08 2.70917e-08 3.18117e-08 3.25663e-08 5.23632e-08 2.87404e-08 0 1.61041e-07 1.77137e-08 7.5794e-07 0 0 0 0 1.37842e-07 2.42408e-08 2.85104e-08 0 3.66498e-08 2.26088e-08 3.70268e-08 0 0 3.40304e-08 3.06839e-08 0 5.56018e-08 2.87565e-08 3.78668e-08 3.76674e-08 -------------------------------------------------------------- Initialization seed trial #390 of 1000; initialization seed = 493576615 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 595104 Distortion: 0.00415115 Distortions/cluster: 2.66304e-06 2.37044e-35 4.72172e-06 6.14329e-06 1.0718e-05 2.02476e-06 1.43013e-06 3.14881e-06 4.49909e-06 5.5871e-06 9.64317e-35 0 2.80335e-06 6.63347e-06 3.05075e-06 3.51958e-06 4.15375e-06 2.67636e-06 5.58905e-06 1.94531e-06 0.00391362 1.87677e-06 2.28526e-06 0 3.98925e-06 1.31316e-05 4.29905e-06 3.10489e-06 3.70137e-06 5.36401e-06 4.81569e-35 2.45348e-05 3.54892e-06 3.38659e-06 0 1.88807e-06 1.95039e-06 2.82614e-06 5.08785e-06 3.03301e-06 0 1.64979e-06 2.06638e-06 0 4.05105e-06 0 9.15995e-06 3.07259e-06 0 5.19904e-06 2.39784e-06 3.69826e-06 2.19213e-06 2.61523e-06 2.94997e-06 0 2.78118e-06 2.16813e-06 0 0 1.42826e-05 4.49487e-06 1.44662e-06 0 0 3.20452e-06 2.09372e-06 0 2.26644e-06 2.26517e-06 0 0 0 0 6.32255e-06 1.83239e-06 Variance: 7.10326e-07 Variances/cluster: 2.61058e-08 0 2.8965e-08 8.6516e-08 3.35879e-08 2.1769e-08 2.42372e-08 2.73785e-08 7.62486e-08 4.26369e-08 6.86694e-32 0 1.93312e-08 4.66996e-08 2.21049e-08 1.06645e-07 2.5172e-08 2.57312e-08 4.23275e-08 1.907e-08 0.00391989 2.06214e-08 1.85777e-08 0 3.14087e-08 4.44991e-08 3.49487e-08 3.8329e-08 2.62486e-08 4.12481e-08 2.67973e-31 2.72576e-06 3.8158e-08 5.29108e-08 0 2.48408e-08 1.80576e-08 3.62297e-08 4.2741e-08 2.33288e-08 0 2.08815e-08 2.34787e-08 0 3.26669e-08 0 4.23936e-08 2.17895e-08 0 1.33264e-07 2.99704e-08 4.35053e-08 2.06783e-08 3.07646e-08 2.26901e-08 0 3.39139e-08 2.85249e-08 0 0 7.14025e-07 5.99135e-08 2.95203e-08 0 0 3.76969e-08 1.61041e-07 0 2.63516e-08 2.28784e-08 0 0 0 0 4.27061e-08 1.9915e-08 -------------------------------------------------------------- Initialization seed trial #391 of 1000; initialization seed = 493576616 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 726652 Distortion: 0.00021235 Distortions/cluster: 5.04117e-06 3.02052e-06 4.26205e-06 4.1709e-06 2.10044e-06 2.86447e-06 3.2078e-06 2.77141e-06 3.7425e-06 2.92897e-06 3.05117e-06 9.64317e-35 2.91401e-06 3.76208e-06 2.9017e-06 2.37044e-35 2.76269e-06 5.25522e-06 3.55326e-06 2.36108e-06 2.09082e-06 4.25358e-06 2.92715e-06 8.66831e-06 1.84257e-06 3.00363e-06 1.08283e-34 4.56695e-06 2.5414e-06 1.88413e-06 3.8357e-06 6.45786e-06 2.59792e-06 4.0139e-06 0 2.00811e-06 0 2.03444e-06 0 4.01221e-06 5.26986e-06 4.28162e-06 0 5.03266e-06 3.79484e-06 1.27749e-35 5.66298e-06 5.07382e-06 0 0 1.51686e-06 0 0 2.73429e-06 2.47401e-06 4.83143e-06 3.49277e-06 3.69883e-06 3.75007e-06 0 0 0 9.85484e-06 4.00909e-06 3.80455e-06 4.61839e-06 1.79605e-06 2.16964e-06 3.20724e-06 0 4.81569e-35 4.48922e-06 2.64267e-06 2.45042e-06 4.2833e-06 0 Variance: 3.63363e-08 Variances/cluster: 3.38224e-08 2.20457e-08 3.98191e-08 3.47462e-08 2.01943e-08 3.33047e-08 4.78631e-08 2.69044e-08 2.44584e-08 3.48573e-08 3.58853e-08 6.86694e-32 2.42755e-08 3.51481e-08 4.20397e-08 0 1.95912e-08 1.75159e-06 3.01098e-08 5.13234e-08 2.0297e-08 4.83216e-08 1.90058e-08 9.63048e-08 3.12272e-08 3.80081e-08 0 1.69132e-07 3.4811e-08 2.38469e-08 4.2148e-08 4.0355e-07 2.88632e-08 4.09546e-08 0 2.3904e-08 0 2.86515e-08 0 1.14597e-07 3.27212e-08 2.72691e-08 0 2.97693e-08 2.20611e-08 0 2.60944e-08 4.02651e-08 0 0 2.13623e-08 0 0 3.54985e-08 2.42527e-08 3.15752e-08 4.71954e-08 2.93532e-08 2.65934e-08 0 0 0 8.95767e-07 3.61149e-08 7.76178e-08 2.5235e-08 2.06419e-08 3.61494e-08 2.48601e-08 0 2.67973e-31 3.90241e-08 2.5654e-08 1.99204e-08 4.15819e-08 0 -------------------------------------------------------------- Initialization seed trial #392 of 1000; initialization seed = 493576617 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 498975 Distortion: 0.0358308 Distortions/cluster: 2.70055e-06 3.24959e-06 3.54361e-06 2.82176e-06 2.60481e-06 8.11954e-06 2.93514e-06 2.96796e-06 3.23842e-06 1.08283e-34 6.49815e-06 9.85484e-06 2.37044e-35 3.19895e-06 1.94183e-06 5.3908e-06 1.78263e-06 2.65115e-06 1.28718e-06 1.81373e-06 0 0 2.23983e-06 6.80358e-06 2.02155e-06 3.61027e-06 1.64406e-06 4.81569e-35 1.53518e-06 2.1651e-06 2.19508e-06 4.15636e-06 0 0 2.68956e-06 0 5.20471e-06 5.99639e-06 6.22825e-06 2.09372e-06 2.25477e-06 1.25204e-06 3.52963e-06 2.48174e-06 5.83568e-06 2.22308e-06 0 3.53874e-06 5.9104e-06 2.90783e-06 2.01234e-06 3.11164e-06 3.45785e-06 3.51958e-06 3.3034e-06 2.15516e-06 0 1.39035e-06 0 2.07683e-06 1.37046e-06 7.06125e-06 1.06582e-06 0 3.2395e-06 5.27988e-06 0 0 1.58924e-06 2.87252e-06 0.0356196 1.27749e-35 2.71686e-06 5.36871e-06 5.25522e-06 9.30327e-06 Variance: 6.13121e-06 Variances/cluster: 3.33375e-08 3.77826e-08 2.22849e-08 1.90643e-08 2.52865e-08 4.12028e-08 3.4528e-08 2.43254e-08 1.939e-08 0 4.92136e-08 8.95767e-07 0 2.42323e-08 2.6598e-08 7.92686e-08 2.09702e-08 3.53459e-08 3.30016e-08 2.74786e-08 0 0 3.11059e-08 3.20818e-08 1.80474e-08 4.81224e-08 2.41751e-08 2.67973e-31 2.25735e-08 2.18672e-08 2.26277e-08 2.24649e-08 0 0 3.78787e-08 0 4.23008e-08 4.54126e-08 4.23554e-08 1.61041e-07 3.7577e-08 1.95607e-08 2.71486e-08 2.50657e-08 1.42286e-07 1.30756e-07 0 2.37478e-08 3.93959e-07 2.93695e-08 1.89827e-08 2.63676e-08 5.31931e-08 1.06645e-07 2.62152e-08 2.19895e-08 0 1.73773e-08 0 2.88422e-08 2.97899e-08 3.28324e-08 1.86964e-08 0 4.04902e-08 4.32634e-08 0 0 1.91452e-08 2.99188e-08 0.035575 0 2.15604e-08 4.32819e-08 1.75159e-06 4.097e-08 -------------------------------------------------------------- Initialization seed trial #393 of 1000; initialization seed = 493576618 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 594352 Distortion: 0.00417298 Distortions/cluster: 1.92635e-06 2.5827e-06 3.38195e-06 4.61617e-06 2.7835e-06 0 2.15894e-06 4.73388e-06 3.1695e-05 2.15199e-06 3.20005e-06 2.61232e-06 4.35604e-05 4.11208e-06 3.64408e-06 6.2984e-06 5.11331e-06 2.55305e-06 3.53373e-06 5.68205e-06 2.30378e-06 5.33355e-06 3.07847e-06 3.38659e-06 3.12268e-06 1.95322e-06 9.64317e-35 2.01797e-06 2.37044e-35 2.70385e-06 2.54754e-06 0 4.81569e-35 0 0 3.18999e-06 2.25496e-06 2.82723e-06 2.03922e-06 0 5.19274e-06 8.17184e-06 2.69734e-06 3.46048e-06 3.26519e-06 1.6179e-06 2.57437e-06 0 0 2.43922e-06 5.49172e-06 0 0 1.62841e-06 2.75157e-06 0 5.25815e-06 3.46941e-06 3.64814e-06 0 0.00391362 2.71471e-06 0 4.45494e-06 3.39001e-06 2.32899e-06 3.21287e-06 7.09391e-06 2.22414e-06 0 1.77378e-06 1.70727e-06 3.47793e-06 2.21571e-06 0 0 Variance: 7.14063e-07 Variances/cluster: 2.00639e-08 2.77685e-08 3.67484e-08 2.39159e-08 2.01685e-08 0 2.76763e-08 3.87897e-08 3.10701e-07 2.68973e-08 4.8471e-08 2.21364e-08 2.7222e-06 3.99109e-08 5.13205e-08 3.45954e-08 1.7043e-07 1.72488e-08 2.42013e-08 4.93943e-08 2.28077e-08 3.97896e-08 2.85019e-08 5.29108e-08 2.0816e-08 2.63926e-08 6.86694e-32 2.3462e-08 0 2.39258e-08 2.57302e-08 0 2.67973e-31 0 0 2.55172e-08 2.74971e-08 2.97579e-08 1.77303e-08 0 3.2444e-08 4.64155e-08 2.61847e-08 3.93212e-08 4.29489e-08 1.90319e-08 1.89275e-08 0 0 3.6955e-08 4.22303e-08 0 0 2.03532e-08 3.52737e-08 0 1.34779e-07 3.53991e-08 4.24166e-08 0 0.00391989 3.61933e-08 0 4.12358e-08 6.91772e-08 2.55911e-08 3.73557e-08 2.94257e-08 2.18034e-08 0 2.03859e-08 2.2462e-08 2.52002e-08 3.25811e-08 0 0 -------------------------------------------------------------- Initialization seed trial #394 of 1000; initialization seed = 493576619 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 594665 Distortion: 0.00412478 Distortions/cluster: 2.6681e-06 2.38286e-06 2.18298e-06 2.65854e-06 2.28361e-06 2.52291e-06 2.91812e-06 1.711e-06 4.04646e-06 1.81481e-06 3.41796e-06 2.77159e-06 2.70778e-06 6.45786e-06 8.16378e-06 2.73541e-06 3.59741e-06 4.56695e-06 2.32236e-06 3.3196e-06 4.57825e-06 2.76613e-06 4.66785e-06 3.66189e-06 2.37044e-35 0 2.52518e-06 9.85484e-06 3.51472e-06 3.52413e-06 4.43793e-06 5.18454e-06 0 4.24704e-06 1.93611e-06 0 3.06557e-06 0.00391362 3.95882e-06 4.46559e-06 1.97941e-06 3.74196e-06 2.40207e-06 3.63873e-06 3.56949e-06 3.81964e-06 3.31188e-06 3.14308e-06 4.81569e-35 3.44419e-06 4.20278e-06 0 2.59202e-06 3.62324e-06 3.17114e-06 2.2208e-06 0 9.64317e-35 3.22206e-06 3.45772e-06 0 4.30886e-06 0 0 2.25493e-06 0 0 2.681e-06 2.93571e-06 0 4.00213e-06 3.90763e-06 3.46227e-06 3.17555e-06 0 5.25522e-06 Variance: 7.05815e-07 Variances/cluster: 2.49331e-08 2.97831e-08 3.11825e-08 3.40817e-08 2.53706e-08 2.1199e-08 3.43278e-08 3.16821e-08 2.32535e-08 2.52035e-08 1.93088e-08 2.56607e-08 4.43867e-08 4.0355e-07 9.38273e-08 2.73517e-08 2.83167e-08 1.69132e-07 2.23284e-08 2.22768e-08 3.63323e-08 2.71099e-08 3.9213e-08 4.69317e-08 0 0 3.45884e-08 8.95767e-07 5.40679e-08 3.55857e-08 3.99683e-08 1.3639e-07 0 4.61492e-08 3.28047e-08 0 4.14129e-08 0.00391989 4.39728e-08 4.7492e-08 3.14163e-08 4.40098e-08 2.92909e-08 4.33145e-08 2.78833e-08 2.38707e-08 3.76316e-08 3.74144e-08 2.67973e-31 2.28072e-08 2.82041e-08 0 2.29358e-08 2.48086e-08 2.01966e-08 3.00083e-08 0 6.86694e-32 2.45937e-08 2.85667e-08 0 4.06362e-08 0 0 1.92712e-08 0 0 3.3934e-08 3.12206e-08 0 3.77435e-08 2.36798e-08 2.06064e-08 3.78008e-08 0 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #395 of 1000; initialization seed = 493576620 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 66 BIC score: 498823 Distortion: 0.0358284 Distortions/cluster: 5.7814e-06 2.53613e-06 3.37555e-06 9.85484e-06 1.84716e-06 2.73797e-06 2.48815e-06 2.55616e-06 3.96186e-06 3.29166e-06 6.45786e-06 2.55895e-06 7.01956e-06 1.27749e-35 2.37044e-35 2.17368e-06 4.2459e-06 3.47534e-06 3.09083e-06 1.98046e-06 2.85499e-06 2.89724e-06 5.16876e-06 3.5393e-06 0 5.25522e-06 1.59333e-06 6.72404e-06 3.31005e-06 2.51909e-06 3.0267e-06 2.28077e-06 2.74709e-06 0 0.0356196 2.5396e-06 4.81569e-35 3.22994e-06 5.55153e-06 2.50278e-06 2.46838e-06 1.77336e-06 1.89286e-06 4.11824e-06 3.76531e-06 6.42944e-06 4.48256e-06 1.63588e-06 1.08283e-34 0 1.7868e-06 2.72823e-06 7.76697e-06 0 3.88232e-06 3.00077e-06 2.30856e-06 4.96546e-06 1.86772e-06 2.13922e-06 3.00438e-06 3.01639e-06 0 1.57597e-06 0 3.15451e-06 1.66347e-06 0 0 2.21167e-06 1.84435e-06 4.27414e-06 4.58956e-06 0 0 1.31879e-06 Variance: 6.1308e-06 Variances/cluster: 3.17632e-08 2.69777e-08 2.37694e-08 8.95767e-07 3.29741e-08 2.51163e-08 2.07324e-08 1.111e-07 3.00043e-08 2.83732e-08 4.0355e-07 1.76464e-08 3.89943e-08 0 0 4.0241e-08 3.09819e-08 3.86022e-08 2.99981e-08 3.66641e-08 1.0977e-07 2.0546e-08 3.71823e-08 2.26858e-08 0 1.75159e-06 2.84429e-08 5.51103e-08 3.21336e-08 3.14788e-08 2.5432e-08 4.38465e-08 3.2309e-08 0 0.035575 2.67238e-08 2.67973e-31 3.71228e-08 4.4056e-08 4.24161e-08 2.77321e-08 2.36426e-08 1.73642e-08 3.95949e-08 3.13748e-08 2.7357e-08 3.37005e-08 2.92026e-08 0 0 3.07967e-08 2.5735e-08 9.03049e-08 0 2.18089e-08 1.98703e-08 2.06098e-08 2.74244e-08 2.78672e-08 3.75178e-08 2.38415e-08 2.79271e-08 0 3.50107e-08 0 4.14928e-08 3.46447e-08 0 0 3.45459e-08 2.30523e-08 1.64378e-07 4.24933e-08 0 0 3.13894e-08 -------------------------------------------------------------- Initialization seed trial #396 of 1000; initialization seed = 493576621 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 689067 Distortion: 0.000495929 Distortions/cluster: 1.27749e-35 5.12787e-06 2.67828e-06 3.75211e-06 2.76652e-06 1.55458e-06 4.75358e-06 2.45348e-05 3.35718e-06 3.88372e-06 1.08283e-34 2.5207e-06 1.89565e-06 2.24678e-06 2.15725e-06 1.29549e-06 5.64097e-06 0 9.64317e-35 2.75265e-06 5.56317e-06 3.53895e-06 4.94093e-06 1.73693e-06 4.08269e-06 2.22858e-06 2.99883e-06 2.85499e-06 3.41669e-06 3.3691e-06 3.94379e-06 3.24719e-06 0.000272435 2.35067e-06 2.37044e-35 2.42611e-06 2.1551e-06 0 2.68072e-06 5.00321e-06 1.56431e-06 0 1.83034e-06 0 2.36733e-06 3.3601e-06 2.29437e-06 0 5.04995e-06 3.35543e-06 4.51071e-06 0 6.37059e-06 3.38596e-06 3.3227e-06 0 1.48335e-06 3.97385e-06 1.29785e-06 0 0 2.84523e-06 4.27414e-06 0 0 3.87571e-06 4.01019e-06 5.06063e-06 0 0 2.18853e-06 5.72776e-06 1.42826e-05 5.27617e-06 0 4.33096e-06 Variance: 8.48613e-08 Variances/cluster: 0 4.23652e-08 2.55044e-08 3.71375e-08 3.63987e-08 2.54826e-08 3.06656e-08 2.72576e-06 2.15178e-08 3.84493e-08 0 3.36067e-08 2.43011e-08 3.3531e-08 4.68931e-08 2.44407e-08 2.79231e-08 0 6.86694e-32 1.14655e-07 3.1069e-08 2.45739e-08 4.25804e-08 2.89463e-08 2.53561e-08 2.65284e-08 3.05976e-08 1.0977e-07 9.23341e-08 4.81155e-08 4.15099e-08 1.90994e-08 3.16754e-06 2.02626e-08 0 2.40187e-08 2.47691e-08 0 3.52705e-08 2.82574e-08 4.01067e-08 0 4.94642e-08 0 2.04057e-08 2.33313e-08 2.1242e-08 0 3.94409e-08 2.70575e-08 3.95551e-08 0 3.07658e-08 2.33492e-08 3.77549e-08 0 2.51393e-08 3.33908e-08 2.0599e-08 0 0 2.22264e-08 1.64378e-07 0 0 2.82868e-08 2.65552e-08 4.32394e-08 0 0 2.02624e-08 4.37088e-08 7.14025e-07 4.02631e-08 0 4.16301e-08 -------------------------------------------------------------- Initialization seed trial #397 of 1000; initialization seed = 493576622 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 498650 Distortion: 0.0358284 Distortions/cluster: 2.32752e-06 9.85484e-06 3.08437e-06 5.9104e-06 3.21591e-06 2.7697e-06 2.94517e-06 2.37044e-35 4.84115e-06 2.15611e-06 2.89142e-06 1.96453e-06 3.06691e-06 2.11619e-06 0 3.18949e-06 2.17925e-06 5.96116e-06 3.50394e-06 4.5753e-06 3.17736e-06 2.89983e-06 2.77034e-06 4.19732e-06 3.05906e-06 2.35879e-06 4.81569e-35 2.68196e-06 0 2.33318e-06 4.71615e-06 0.0356196 3.38675e-06 5.25522e-06 2.84142e-06 3.38659e-06 2.94395e-06 4.46579e-06 2.87361e-06 2.83683e-06 3.47707e-06 4.81983e-06 2.43272e-06 2.00222e-06 3.26555e-06 3.85502e-06 2.41016e-06 0 3.8382e-06 3.11744e-06 0 3.56972e-06 2.0532e-06 2.45194e-06 3.85293e-06 3.24233e-06 0 0 2.34243e-06 0 5.53859e-06 5.01767e-06 3.99749e-06 3.01452e-06 1.08283e-34 1.27749e-35 0 3.27313e-06 2.58251e-06 4.22862e-06 0 2.84966e-06 2.79367e-06 3.31815e-06 2.76591e-06 0 Variance: 6.1308e-06 Variances/cluster: 2.05951e-08 8.95767e-07 2.7292e-08 3.93959e-07 3.45766e-08 2.79743e-08 1.97639e-08 0 1.72882e-07 3.65418e-08 9.63715e-08 2.65454e-08 3.7389e-08 2.71283e-08 0 3.75202e-08 1.99913e-08 3.22118e-08 3.64875e-08 2.55581e-08 2.38871e-08 3.49262e-08 1.7422e-08 4.28159e-08 4.0774e-08 3.4685e-08 2.67973e-31 3.72465e-08 0 3.3803e-08 2.82312e-08 0.035575 2.68761e-08 1.75159e-06 2.75843e-08 5.29108e-08 3.924e-08 4.17225e-08 3.6363e-08 3.37688e-08 5.03772e-08 3.05026e-08 2.09695e-08 2.32794e-08 2.40092e-08 4.42972e-08 3.65153e-08 0 6.733e-08 2.99656e-08 0 2.5859e-08 2.63207e-08 2.55389e-08 3.7395e-08 4.98776e-08 0 0 2.89161e-08 0 2.91479e-08 1.35568e-07 2.48267e-08 1.9962e-08 0 0 0 2.92218e-08 2.34753e-08 4.91552e-08 0 2.47775e-08 2.14879e-08 4.09613e-08 3.59182e-08 0 -------------------------------------------------------------- Initialization seed trial #398 of 1000; initialization seed = 493576623 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 722498 Distortion: 0.000231485 Distortions/cluster: 3.36341e-06 3.0368e-06 3.92671e-06 2.96233e-06 2.89171e-06 3.09731e-06 3.0117e-06 1.08283e-34 2.02883e-06 2.97881e-06 9.64317e-35 2.0337e-06 2.37044e-35 3.56266e-06 2.76546e-06 3.07769e-06 4.29232e-06 2.03635e-06 3.31974e-06 2.13139e-06 2.85131e-06 5.15476e-06 2.87116e-06 2.20784e-06 1.59192e-05 4.81569e-35 2.64961e-06 5.17625e-06 0 3.57875e-06 0 4.4777e-06 2.85912e-06 1.43938e-06 0 2.89551e-06 1.75059e-06 0 3.1501e-06 0 0 4.19554e-06 4.84455e-06 3.0075e-06 3.35548e-06 4.09163e-06 0 3.49592e-06 4.14106e-06 1.22103e-06 2.88459e-06 0 1.27749e-35 2.85376e-06 2.73185e-06 2.8381e-06 5.33248e-06 5.17609e-06 4.87943e-06 1.69518e-06 4.56695e-06 2.30811e-06 4.87123e-06 2.03183e-06 0 2.45348e-05 8.29035e-06 4.1043e-06 0 4.01874e-06 0 1.21597e-06 0 2.73298e-06 5.21842e-06 3.3487e-06 Variance: 3.96107e-08 Variances/cluster: 3.02985e-08 2.71119e-08 4.00553e-08 3.4848e-08 2.31317e-08 4.36096e-08 2.44828e-08 0 2.13542e-08 2.70777e-08 6.86694e-32 1.73805e-08 0 3.95721e-08 2.79315e-08 2.5639e-08 3.37866e-08 2.71481e-08 3.72981e-08 5.07433e-08 3.7514e-08 1.35606e-07 2.37208e-08 1.93653e-08 7.5794e-07 2.67973e-31 3.53254e-08 3.47286e-08 0 2.57442e-08 0 3.08776e-08 2.13349e-08 1.99895e-08 0 3.21618e-08 2.57409e-08 0 3.93633e-08 0 0 5.37843e-08 4.56888e-08 2.73319e-08 2.68413e-08 4.9883e-08 0 2.51483e-08 2.5403e-08 1.90763e-08 3.31535e-08 0 0 3.52285e-08 2.33471e-08 3.08464e-08 4.13238e-08 2.82821e-08 3.04938e-08 1.90448e-08 1.69132e-07 1.86116e-08 4.02454e-08 2.1845e-08 0 2.72576e-06 9.41992e-08 4.77202e-08 0 4.41487e-08 0 1.64301e-08 0 2.48431e-08 4.38381e-08 3.45196e-08 -------------------------------------------------------------- Initialization seed trial #399 of 1000; initialization seed = 493576624 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 594912 Distortion: 0.00412498 Distortions/cluster: 2.79402e-06 2.5856e-06 2.32059e-06 5.16032e-06 4.81569e-35 5.72322e-06 4.06309e-06 2.08106e-06 5.24476e-06 3.57133e-06 3.55636e-06 3.88017e-06 4.28932e-06 6.14344e-06 4.52797e-06 4.05576e-06 3.5164e-06 4.27743e-06 4.04457e-06 9.85484e-06 5.25522e-06 2.72974e-06 2.8752e-06 3.55952e-06 0 3.32999e-06 6.45786e-06 1.85004e-06 2.31266e-06 2.07691e-06 2.75265e-06 7.89415e-06 4.42226e-06 2.57641e-06 4.85723e-06 1.94569e-06 3.41948e-06 0.00391362 9.64317e-35 2.85499e-06 2.90794e-06 2.15184e-06 2.37782e-06 1.78746e-06 3.21672e-06 4.27414e-06 2.37044e-35 1.87179e-06 0 3.13086e-06 3.37194e-06 0 0 4.14565e-06 0 3.24995e-06 0 0 0 0 3.39099e-06 2.83565e-06 2.43094e-06 2.72172e-06 4.2391e-06 0 0 0 3.79741e-06 4.51508e-06 3.41752e-06 0 0 3.15314e-06 2.57864e-06 2.93526e-06 Variance: 7.05849e-07 Variances/cluster: 1.96745e-08 2.72144e-08 2.60717e-08 4.33502e-08 2.67973e-31 4.2069e-08 4.14576e-08 2.39174e-08 3.15847e-08 4.05798e-08 2.93886e-08 2.89539e-08 3.86392e-08 3.16568e-08 4.19117e-08 3.07154e-08 3.6626e-08 4.0724e-08 2.3377e-08 8.95767e-07 1.75159e-06 4.19833e-08 2.28171e-08 5.31226e-08 0 2.64262e-08 4.0355e-07 2.15102e-08 2.06464e-08 3.99366e-08 1.14655e-07 9.07286e-08 3.87795e-08 1.85337e-08 3.94768e-08 2.4626e-08 2.42493e-08 0.00391989 6.86694e-32 1.0977e-07 1.90039e-08 2.59235e-08 2.06744e-08 2.70796e-08 2.79691e-08 1.64378e-07 0 2.92439e-08 0 2.15903e-08 3.18081e-08 0 0 2.74456e-08 0 3.77868e-08 0 0 0 0 4.0842e-08 2.44425e-08 4.86144e-08 2.1599e-08 3.75029e-08 0 0 0 3.72265e-08 2.95077e-08 3.97255e-08 0 0 2.25205e-08 2.43247e-08 3.66879e-08 -------------------------------------------------------------- Initialization seed trial #400 of 1000; initialization seed = 493576625 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 717974 Distortion: 0.000258081 Distortions/cluster: 2.44019e-06 3.05623e-06 1.98496e-06 2.93299e-06 2.37044e-35 2.55454e-06 2.86764e-06 4.46086e-06 4.01971e-06 3.9376e-06 3.79994e-06 1.80966e-06 4.38681e-06 3.25433e-06 0 2.63475e-06 2.75666e-06 2.87062e-06 2.32294e-06 4.43659e-06 3.4987e-06 4.5692e-06 2.72066e-06 2.22926e-06 0 1.08283e-34 0 4.42072e-06 0 0 3.88605e-06 4.91095e-06 4.81569e-35 2.18284e-06 3.89091e-06 3.64513e-06 0 4.35604e-05 3.29584e-06 0 0 1.5834e-06 5.02271e-06 1.27749e-35 2.76657e-06 3.59142e-06 3.33753e-06 5.54369e-06 2.79923e-06 0 4.46136e-06 0 0 3.6087e-06 0 3.82403e-06 5.11331e-06 2.84075e-06 3.36684e-06 2.65006e-06 3.09655e-05 2.5776e-06 2.80747e-06 1.95596e-06 3.20261e-06 2.35808e-06 1.88556e-06 1.63128e-06 2.99382e-06 3.72518e-06 3.89914e-06 0 9.64317e-35 2.86448e-06 2.45183e-06 4.91526e-06 Variance: 4.41617e-08 Variances/cluster: 3.25253e-08 3.39475e-08 1.96508e-08 2.18857e-08 0 3.23332e-08 2.49277e-08 4.69522e-08 2.35051e-08 4.01663e-08 2.40481e-08 3.28998e-08 2.10886e-08 4.85575e-08 0 2.41699e-08 3.20438e-08 2.24241e-08 3.8078e-08 2.49222e-08 2.22821e-08 2.73581e-08 2.47304e-08 3.77807e-08 0 0 0 2.36382e-08 0 0 3.73628e-08 1.32684e-07 2.67973e-31 2.69463e-08 3.08701e-08 5.1323e-08 0 2.7222e-06 3.16802e-08 0 0 3.59831e-08 3.06232e-08 0 3.4579e-08 4.12772e-08 2.38317e-08 2.47464e-08 5.95525e-08 0 3.81188e-08 0 0 5.38447e-08 0 5.38548e-08 1.7043e-07 3.6408e-08 2.4754e-08 3.58008e-08 3.09622e-07 5.48242e-08 3.01851e-08 2.96331e-08 3.76748e-08 2.98392e-08 2.41714e-08 3.26227e-08 2.67282e-08 4.09335e-08 1.9494e-08 0 6.86694e-32 3.57943e-08 3.45218e-08 4.16412e-08 -------------------------------------------------------------- Initialization seed trial #401 of 1000; initialization seed = 493576626 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 499197 Distortion: 0.035832 Distortions/cluster: 3.23085e-06 1.20674e-05 1.9651e-06 4.45509e-06 1.83289e-06 8.85229e-06 4.25855e-06 3.10357e-06 4.81569e-35 7.40903e-06 2.20896e-06 2.55616e-06 2.3231e-06 2.72393e-06 1.87399e-06 1.6541e-06 1.77873e-06 3.3905e-06 0.0356196 3.10165e-06 4.15484e-06 2.087e-06 2.509e-06 5.25522e-06 4.06789e-06 3.44545e-06 0 4.45384e-06 2.95738e-06 2.57117e-06 4.42804e-06 1.08283e-34 6.45786e-06 5.42132e-06 3.04483e-06 2.37044e-35 4.42155e-06 4.61051e-06 3.05477e-06 0 2.61119e-06 2.50385e-06 2.84099e-06 0 0 3.26684e-06 1.27749e-35 3.55659e-06 2.50216e-06 2.2453e-06 0 0 3.09795e-06 9.85484e-06 0 2.24148e-06 2.52773e-06 0 4.32707e-06 4.57678e-06 2.42268e-06 0 2.20034e-06 1.87431e-06 1.83885e-06 3.06441e-06 0 0 5.02006e-06 3.4563e-06 2.80893e-06 4.01837e-06 2.33215e-06 2.85499e-06 2.68951e-06 0 Variance: 6.13142e-06 Variances/cluster: 3.79974e-08 4.30837e-08 2.36739e-08 5.17988e-08 3.59273e-08 3.13808e-08 2.41942e-08 2.42445e-08 2.67973e-31 8.81943e-08 3.2967e-08 1.111e-07 3.18204e-08 2.52186e-08 3.17605e-08 2.80331e-08 2.69478e-08 2.32199e-08 0.035575 4.62794e-08 1.48376e-07 8.6952e-08 3.25817e-08 1.75159e-06 3.76532e-08 3.62562e-08 0 4.12258e-08 2.76359e-08 3.33889e-08 2.6045e-08 0 4.0355e-07 2.69694e-08 2.37854e-08 0 3.1135e-08 3.43958e-08 2.99462e-08 0 2.024e-08 2.00291e-08 3.83883e-08 0 0 2.17765e-08 0 3.52032e-08 3.24927e-08 3.1182e-08 0 0 3.48052e-08 8.95767e-07 0 2.76701e-08 3.41559e-08 0 1.95778e-08 2.93358e-08 4.24994e-08 0 3.33277e-08 2.34268e-08 3.40506e-08 4.08464e-08 0 0 2.91839e-08 2.18728e-08 2.32122e-08 3.75427e-08 3.58674e-08 1.0977e-07 3.78679e-08 0 -------------------------------------------------------------- Initialization seed trial #402 of 1000; initialization seed = 493576627 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 594367 Distortion: 0.00414086 Distortions/cluster: 1.45094e-06 2.54426e-06 4.27414e-06 1.09656e-06 3.29416e-06 3.09197e-06 1.50636e-06 3.18776e-06 5.12448e-06 3.93003e-06 3.76609e-06 2.77803e-06 2.38058e-06 1.39888e-06 3.58061e-06 2.2489e-06 2.37044e-35 3.48411e-06 2.45348e-05 3.20847e-06 4.59262e-06 4.81569e-35 2.69161e-06 2.61188e-06 2.75724e-06 2.61015e-06 2.21556e-06 2.81562e-06 1.62869e-06 0 1.59192e-05 1.46872e-06 2.85499e-06 3.32126e-06 4.86283e-06 0 5.42823e-06 3.86082e-06 2.7294e-06 5.17768e-06 0 2.34584e-06 3.0033e-06 2.93527e-06 3.09116e-06 4.99088e-06 0 2.69914e-06 0 2.4608e-06 3.41142e-06 4.68777e-06 2.40302e-06 3.09054e-06 2.0651e-06 1.83152e-06 1.71517e-06 0 3.81809e-06 0 8.00262e-06 3.0132e-06 3.40126e-06 3.3552e-06 0.00391362 9.64317e-35 2.91267e-06 0 2.70435e-06 2.96912e-06 0 0 3.52434e-06 2.54503e-06 2.16698e-06 3.66339e-06 Variance: 7.08565e-07 Variances/cluster: 3.4543e-08 3.91299e-08 1.64378e-07 2.6737e-08 3.36029e-08 3.51246e-08 1.98184e-08 2.06979e-08 4.88011e-08 2.4715e-08 3.84261e-08 2.37412e-08 2.97547e-08 3.99551e-08 3.03416e-08 3.81055e-08 0 3.22574e-08 2.72576e-06 1.83325e-08 2.86944e-08 2.67973e-31 2.22427e-08 3.52929e-08 3.48914e-08 2.66318e-08 2.91495e-08 2.32668e-08 2.96028e-08 0 7.5794e-07 2.06843e-08 1.0977e-07 2.81369e-08 5.58897e-08 0 2.84175e-08 3.93831e-08 3.10061e-08 3.64594e-08 0 3.84436e-08 2.88684e-08 2.8495e-08 2.7845e-08 2.72702e-08 0 1.96994e-08 0 1.11816e-07 3.96642e-08 2.72521e-08 3.04079e-08 3.81516e-08 3.27695e-08 2.86149e-08 3.36196e-08 0 4.33842e-08 0 9.09302e-08 2.86947e-08 2.29795e-08 3.81149e-08 0.00391989 6.86694e-32 2.12585e-08 0 2.35084e-08 3.22704e-08 0 0 4.29654e-08 2.01963e-08 3.43852e-08 2.95404e-08 -------------------------------------------------------------- Initialization seed trial #403 of 1000; initialization seed = 493576628 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 493872 Distortion: 0.0397605 Distortions/cluster: 1.82336e-06 1.58494e-06 3.32246e-06 2.09271e-06 4.00316e-06 4.03555e-06 5.87723e-06 3.61842e-06 2.94346e-06 2.37044e-35 2.71676e-06 4.81569e-35 1.9064e-06 1.4834e-06 2.80869e-06 2.39895e-06 5.31709e-06 2.97308e-06 3.5641e-06 3.13239e-06 3.55436e-06 1.80883e-06 3.86218e-06 2.252e-06 3.12358e-06 2.89117e-06 2.84933e-06 3.81139e-06 4.03206e-06 0 0 5.65164e-06 5.50504e-06 3.07808e-06 5.77997e-06 4.2624e-06 2.75287e-06 2.77753e-06 4.08948e-06 2.65976e-06 2.17049e-06 2.49252e-06 2.50824e-06 2.98995e-06 2.59114e-06 2.46427e-06 1.72982e-06 2.24899e-06 2.94201e-06 4.03176e-06 0 2.45348e-05 3.03566e-06 2.25005e-06 1.3402e-06 0 2.85451e-06 2.69977e-06 4.07498e-06 0.0356196 5.3908e-06 1.90504e-06 0.00391362 2.31931e-06 3.56251e-06 0 0 0 1.59192e-05 3.35823e-06 2.09372e-06 0 0 2.62037e-06 2.8135e-06 0 Variance: 6.80364e-06 Variances/cluster: 2.09562e-08 1.80086e-08 3.42415e-08 1.99283e-08 4.16959e-08 3.88003e-08 3.02851e-08 6.4593e-08 4.74709e-08 0 3.52798e-08 2.67973e-31 2.64754e-08 2.85245e-08 3.64644e-08 4.20731e-08 4.62217e-08 2.97283e-08 2.03645e-08 4.8176e-08 3.66397e-08 2.69947e-08 3.98031e-08 2.18622e-08 1.78475e-08 2.40903e-08 2.8491e-08 3.49639e-08 1.1519e-07 0 0 3.24701e-08 3.0917e-08 2.21425e-08 3.54484e-08 3.83874e-08 3.12799e-08 2.05719e-08 4.08913e-08 2.19795e-08 2.52361e-08 4.22321e-08 2.41155e-08 3.43561e-08 2.51538e-08 2.07064e-08 2.33739e-08 2.34246e-08 2.91262e-08 1.15155e-07 0 2.72576e-06 3.61272e-08 2.0088e-08 2.23346e-08 0 4.0775e-08 2.52287e-08 4.28918e-08 0.035575 7.92686e-08 5.01283e-08 0.00391989 2.89887e-08 3.91359e-08 0 0 0 7.5794e-07 2.91992e-08 1.61041e-07 0 0 3.01166e-08 1.91378e-08 0 -------------------------------------------------------------- Initialization seed trial #404 of 1000; initialization seed = 493576629 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 727226 Distortion: 0.00021006 Distortions/cluster: 2.55616e-06 3.88447e-06 4.3803e-06 5.19225e-06 2.42392e-06 2.68869e-06 3.60911e-06 2.7126e-06 1.88485e-06 3.48618e-06 5.9104e-06 5.58078e-06 7.89415e-06 2.45481e-06 2.87811e-06 2.48219e-06 9.64317e-35 2.58525e-06 2.08211e-06 4.27414e-06 5.56759e-06 3.14649e-06 4.54705e-06 3.96226e-06 5.57977e-06 2.65567e-06 1.86119e-06 6.36135e-06 2.22308e-06 2.0186e-06 2.17773e-06 5.22615e-06 4.81569e-35 3.94571e-06 2.37044e-35 2.1965e-06 1.60578e-06 2.70051e-06 5.80777e-06 0 1.88504e-06 0 3.78454e-06 4.36328e-06 5.25522e-06 2.1045e-06 0 5.36352e-06 0 2.02678e-06 2.1613e-06 2.57584e-06 2.86786e-06 0 3.13088e-06 1.08283e-34 0 2.02467e-06 0 1.27749e-35 2.49132e-06 2.50068e-06 2.85499e-06 3.99356e-06 0 0 9.85484e-06 6.64212e-06 0 2.42467e-06 0 5.36114e-06 0 2.21512e-06 0 3.63394e-06 Variance: 3.59445e-08 Variances/cluster: 1.111e-07 4.08866e-08 3.91067e-08 4.39984e-08 2.08936e-08 2.29783e-08 3.68157e-08 4.51952e-08 2.02654e-08 2.26355e-08 3.93959e-07 2.96753e-08 9.07286e-08 2.72733e-08 3.88805e-08 3.93881e-08 6.86694e-32 3.74641e-08 1.96408e-08 1.64378e-07 4.45265e-08 3.65842e-08 2.70634e-08 3.80861e-08 4.2907e-08 3.58755e-08 2.41684e-08 3.87855e-08 1.30756e-07 2.347e-08 1.82987e-08 3.10979e-08 2.67973e-31 2.26745e-08 0 2.01496e-08 2.91934e-08 3.41726e-08 2.67616e-08 0 3.14145e-08 0 3.98243e-08 3.79303e-08 1.75159e-06 1.94838e-08 0 3.67247e-08 0 1.7934e-08 2.29898e-08 2.74001e-08 2.25796e-08 0 2.42678e-08 0 0 1.73033e-08 0 0 2.32813e-08 2.5257e-08 1.0977e-07 2.34895e-08 0 0 8.95767e-07 5.48887e-08 0 2.49936e-08 0 3.04509e-08 0 3.03413e-08 0 3.05342e-08 -------------------------------------------------------------- Initialization seed trial #405 of 1000; initialization seed = 493576630 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 91 BIC score: 594667 Distortion: 0.00414493 Distortions/cluster: 2.41382e-06 3.19591e-06 3.27458e-06 1.98343e-06 3.30338e-06 1.59192e-05 0 3.25511e-06 2.67037e-06 2.90476e-06 4.64815e-06 2.14308e-06 4.42632e-06 5.29753e-06 3.44228e-06 2.61306e-06 2.71817e-06 1.60044e-06 2.39176e-06 3.32467e-06 3.36102e-06 9.64317e-35 3.07901e-06 3.06625e-06 4.7648e-06 1.77086e-06 2.10509e-06 5.56819e-06 2.45348e-05 5.5155e-06 4.77496e-06 2.37044e-35 0 2.518e-06 0 2.1084e-06 3.01632e-06 4.20523e-06 0 2.96317e-06 0.00391362 1.70042e-06 4.56695e-06 1.90303e-06 0 0 0 2.92813e-06 8.66831e-06 3.42552e-06 3.10973e-06 3.74616e-06 4.25604e-06 2.56416e-06 3.74375e-06 0 0 0 5.16649e-06 0 0 4.81569e-35 2.42341e-06 2.76636e-06 1.89229e-06 4.43358e-06 3.16522e-06 4.14544e-06 0 1.79709e-06 0 5.3887e-06 2.45666e-06 4.72614e-06 4.13896e-06 3.32101e-06 Variance: 7.09263e-07 Variances/cluster: 4.16041e-08 3.71497e-08 3.6373e-08 2.96008e-08 2.35933e-08 7.5794e-07 0 3.49982e-08 2.67006e-08 4.14828e-08 3.8402e-08 3.19834e-08 4.13539e-08 4.64541e-08 2.09877e-08 2.27202e-08 2.34304e-08 2.462e-08 1.97649e-08 3.6523e-08 2.04916e-08 6.86694e-32 2.19907e-08 2.2711e-08 2.97702e-08 2.85598e-08 4.47854e-08 3.61454e-08 2.72576e-06 1.37842e-07 3.18303e-08 0 0 2.6503e-08 0 3.83316e-08 3.31437e-08 3.50406e-08 0 2.13159e-08 0.00391989 4.85792e-08 1.69132e-07 3.80572e-08 0 0 0 3.32711e-08 9.63048e-08 3.8059e-08 2.26968e-08 2.71429e-08 2.39075e-08 3.61122e-08 4.11365e-08 0 0 0 2.74723e-08 0 0 2.67973e-31 2.55071e-08 1.90766e-08 2.55692e-08 3.05737e-08 2.0419e-08 3.87308e-08 0 2.76449e-08 0 3.24515e-08 2.88994e-08 3.97024e-08 5.82777e-08 4.20345e-08 -------------------------------------------------------------- Initialization seed trial #406 of 1000; initialization seed = 493576631 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 61 BIC score: 726896 Distortion: 0.000210237 Distortions/cluster: 2.19195e-06 1.49647e-06 1.7993e-06 1.55551e-06 2.38143e-06 7.53123e-06 2.85499e-06 3.69759e-06 1.87041e-06 1.89364e-06 1.27749e-35 2.37044e-35 2.90098e-06 0 1.86801e-06 0 2.88497e-06 3.6633e-06 2.61579e-06 4.98211e-06 5.9104e-06 0 4.24855e-06 0 2.32839e-06 3.60112e-06 1.48531e-06 1.2963e-06 5.25522e-06 1.11379e-05 1.16044e-06 4.27414e-06 9.33761e-07 3.36632e-06 3.49553e-06 2.02095e-06 3.33049e-06 1.86301e-06 7.78387e-06 5.42287e-06 1.09491e-06 9.64317e-35 5.16681e-06 9.85484e-06 2.09544e-06 5.37133e-06 1.08283e-34 1.70851e-06 2.37795e-06 3.25087e-06 7.87631e-06 2.30426e-06 1.78734e-06 4.44224e-06 1.38247e-06 1.82791e-06 1.54594e-06 7.14382e-06 4.06218e-06 2.38677e-06 1.34457e-06 2.55616e-06 6.22003e-06 1.95564e-06 1.97116e-06 1.464e-06 4.81569e-35 1.63507e-06 0 0 1.99644e-06 2.96965e-06 2.66692e-06 2.42508e-06 2.24978e-06 0 Variance: 3.59748e-08 Variances/cluster: 1.97455e-08 2.53616e-08 3.33174e-08 1.89674e-08 2.70594e-08 4.11407e-08 1.0977e-07 2.44849e-08 3.11707e-08 3.00551e-08 0 0 2.3205e-08 0 2.78782e-08 0 2.48682e-08 3.59039e-08 1.79148e-08 3.17227e-08 3.93959e-07 0 4.6166e-08 0 3.27922e-08 3.30349e-08 2.25027e-08 4.80072e-08 1.75159e-06 4.13916e-08 3.86779e-08 1.64378e-07 1.86735e-08 2.56944e-08 3.64086e-08 2.04118e-08 2.05568e-08 3.05387e-08 3.16314e-08 4.23524e-08 2.43291e-08 6.86694e-32 4.03524e-08 8.95767e-07 2.03423e-08 2.87212e-08 0 1.81735e-08 3.17031e-08 2.44405e-08 9.05237e-08 2.77597e-08 3.88524e-08 4.11184e-08 4.18892e-08 2.05363e-08 2.9727e-08 5.10111e-08 2.44688e-08 2.20978e-08 3.36112e-08 1.111e-07 4.25892e-08 3.83426e-08 3.71884e-08 2.61407e-08 2.67973e-31 2.40427e-08 0 0 3.62961e-08 2.10589e-08 2.56404e-08 2.22466e-08 4.99905e-08 0 -------------------------------------------------------------- Initialization seed trial #407 of 1000; initialization seed = 493576632 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 80 BIC score: 594669 Distortion: 0.0041235 Distortions/cluster: 6.94453e-06 0 1.78111e-06 2.28583e-06 2.17823e-06 6.70591e-06 2.75548e-06 2.38072e-06 9.85484e-06 2.26866e-06 3.42873e-06 5.9104e-06 1.14318e-06 3.12824e-06 1.77838e-06 3.12815e-06 2.10658e-06 2.22714e-06 2.27832e-06 1.70157e-06 2.12971e-06 3.14383e-06 7.62434e-06 1.65928e-06 9.64317e-35 2.37044e-35 2.14618e-06 6.78308e-06 5.06986e-06 5.25522e-06 0 1.79494e-06 2.78412e-06 0 2.22308e-06 7.47504e-06 1.47518e-06 0 3.54047e-06 2.1775e-06 5.96507e-06 2.18633e-06 1.97873e-06 6.27538e-06 2.00068e-06 7.39179e-06 2.2843e-06 5.27012e-06 6.74994e-06 2.82123e-06 4.81569e-35 2.28823e-06 0.00391362 0 2.26322e-06 1.78247e-06 1.74427e-06 2.9108e-06 2.29003e-06 1.84229e-06 0 2.62241e-06 1.62616e-06 1.66947e-06 2.22361e-06 0 5.50958e-06 4.01872e-06 1.9311e-06 2.56594e-06 3.75407e-06 2.69421e-06 1.9477e-06 1.99892e-06 0 0 Variance: 7.05595e-07 Variances/cluster: 4.4502e-08 0 1.48415e-07 2.4843e-08 3.30005e-08 4.65538e-08 3.40154e-08 3.30626e-08 8.95767e-07 2.20238e-08 2.18371e-08 3.93959e-07 2.2861e-08 2.8697e-08 2.73573e-08 2.76803e-08 3.19154e-08 3.27492e-08 2.6185e-08 2.04992e-08 2.34014e-08 2.0151e-08 4.25804e-08 1.97512e-08 6.86694e-32 0 2.58552e-08 4.67659e-08 1.33374e-07 1.75159e-06 0 2.16231e-08 3.35405e-08 0 1.30756e-07 2.87408e-08 4.75826e-08 0 2.28398e-08 3.56937e-08 4.88778e-08 2.25375e-08 3.87951e-08 3.50467e-08 3.39071e-08 4.79832e-08 2.17533e-08 3.99121e-08 9.37386e-08 2.47454e-08 2.67973e-31 1.86019e-08 0.00391989 0 2.75971e-08 2.14736e-08 1.87535e-08 2.15596e-08 1.84658e-08 1.98072e-08 0 1.70271e-08 2.16796e-08 4.90978e-08 3.76854e-08 0 3.57646e-08 5.02174e-08 1.89307e-08 2.59163e-08 1.10403e-07 3.49875e-08 2.6318e-08 2.77603e-08 0 0 -------------------------------------------------------------- Initialization seed trial #408 of 1000; initialization seed = 493576633 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 722877 Distortion: 0.000232144 Distortions/cluster: 4.81569e-35 1.08283e-34 3.07752e-06 3.96486e-06 2.09597e-06 3.37347e-06 4.4941e-06 2.3736e-06 3.00612e-06 3.35356e-06 3.31808e-06 2.70282e-06 9.64317e-35 4.92211e-06 2.37752e-06 3.49441e-06 3.24915e-06 1.27749e-35 3.80346e-06 7.43549e-06 2.37044e-35 2.36449e-06 3.61471e-06 2.41425e-06 0 0 4.90952e-06 3.39762e-06 4.85382e-06 1.7044e-06 4.17989e-06 2.58692e-06 1.85071e-06 0 2.24684e-06 2.94257e-06 8.66831e-06 0 3.42668e-06 3.1316e-06 3.18509e-06 4.01285e-06 2.18366e-06 6.75798e-06 2.22415e-06 0 3.06913e-06 2.85851e-06 2.63515e-06 1.83037e-06 2.32091e-06 0 2.13426e-06 2.82203e-06 0 4.56695e-06 0 5.79195e-06 0 2.45348e-05 0 0 3.8978e-06 4.66402e-06 3.10332e-06 1.91652e-06 3.00139e-06 0 5.22495e-06 0 1.59192e-05 4.32481e-06 3.96793e-06 2.85459e-06 3.00704e-06 0 Variance: 3.97235e-08 Variances/cluster: 2.67973e-31 0 2.77222e-08 3.92442e-08 3.38029e-08 3.96854e-08 2.52455e-08 3.3906e-08 3.1633e-08 3.13312e-08 3.42039e-08 2.9376e-08 6.86694e-32 1.32986e-07 2.16116e-08 3.6397e-08 2.13735e-08 0 4.17926e-08 3.2609e-08 0 2.34031e-08 1.96434e-08 2.02855e-08 0 0 2.75792e-08 4.1932e-08 2.75694e-08 3.54964e-08 6.05598e-08 2.56108e-08 5.00148e-08 0 3.87259e-08 2.53642e-08 9.63048e-08 0 2.3308e-08 2.65364e-08 3.18405e-08 2.99436e-08 3.76369e-08 3.21781e-08 2.92625e-08 0 4.64865e-08 3.61717e-08 3.76422e-08 3.04964e-08 2.86509e-08 0 3.33368e-08 4.86513e-08 0 1.69132e-07 0 2.82509e-08 0 2.72576e-06 0 0 2.45123e-08 2.45453e-08 2.16996e-08 2.73699e-08 3.4488e-08 0 3.00258e-08 0 7.5794e-07 4.28162e-08 3.09893e-08 3.65853e-08 4.06232e-08 0 -------------------------------------------------------------- Initialization seed trial #409 of 1000; initialization seed = 493576634 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498123 Distortion: 0.0358431 Distortions/cluster: 3.32943e-06 3.41441e-06 3.51958e-06 2.16054e-06 1.27749e-35 2.62601e-06 4.81569e-35 2.09372e-06 1.93735e-06 2.80894e-06 3.11072e-06 2.38987e-06 2.54299e-06 1.78349e-06 2.00319e-06 2.46324e-06 2.00135e-06 2.45348e-05 1.95456e-06 1.97178e-06 5.21733e-06 1.984e-06 1.70497e-06 1.92085e-06 2.50269e-06 1.08283e-34 2.37044e-35 1.15177e-06 2.24819e-06 2.11776e-06 4.26467e-06 3.70553e-06 4.87312e-06 2.50943e-06 0.0356196 4.20119e-06 0 2.54735e-06 2.17371e-06 5.3908e-06 3.02007e-06 2.29449e-06 2.90434e-06 4.59552e-06 4.4988e-06 4.57431e-06 3.06556e-06 2.71573e-06 1.98042e-06 1.65246e-06 2.21229e-06 5.2913e-06 2.73617e-06 2.04838e-06 2.89366e-06 0 2.19053e-06 2.08437e-06 1.73664e-06 1.68537e-06 1.63467e-06 0 3.88045e-06 4.4395e-06 5.04904e-06 3.82678e-06 3.09273e-06 0 3.9805e-06 4.17699e-06 0 3.01979e-06 1.42826e-05 1.8761e-06 1.95401e-06 3.00832e-06 Variance: 6.13332e-06 Variances/cluster: 4.55936e-08 2.0567e-08 1.06645e-07 3.4283e-08 0 3.24098e-08 2.67973e-31 1.61041e-07 3.28335e-08 3.64773e-08 2.10165e-08 1.86687e-08 2.49283e-08 2.74358e-08 4.26182e-08 2.96751e-08 2.70429e-08 2.72576e-06 2.2209e-08 3.12954e-08 2.7891e-08 1.69558e-08 3.27777e-08 2.15801e-08 3.42803e-08 0 0 2.61745e-08 2.70836e-08 3.11408e-08 3.87573e-08 5.36987e-08 3.38301e-08 3.53324e-08 0.035575 2.50049e-08 0 3.06809e-08 2.26408e-08 7.92686e-08 2.23689e-08 3.76118e-08 3.54157e-08 3.30584e-08 3.01906e-08 4.66611e-08 2.3762e-08 3.71986e-08 4.12454e-08 2.46614e-08 1.84341e-08 1.35629e-07 3.64794e-08 2.3816e-08 2.43138e-08 0 1.99118e-08 2.04327e-08 2.71327e-08 1.73734e-08 3.40444e-08 0 3.52737e-08 2.93909e-08 3.19455e-08 5.70988e-08 3.55371e-08 0 3.9793e-08 6.14207e-08 0 3.7735e-08 7.14025e-07 2.79991e-08 2.17086e-08 2.6157e-08 -------------------------------------------------------------- Initialization seed trial #410 of 1000; initialization seed = 493576635 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 722577 Distortion: 0.000231773 Distortions/cluster: 1.44426e-06 2.53441e-06 5.53238e-06 4.80346e-06 2.60534e-06 3.42179e-06 2.56036e-06 6.60463e-06 5.2913e-06 2.0852e-06 2.34148e-06 4.97831e-06 2.45348e-05 2.34276e-06 2.39269e-06 2.35202e-06 2.74341e-06 1.23815e-06 3.66421e-06 5.26091e-06 2.37044e-35 2.02975e-06 1.95509e-06 2.2809e-06 3.23972e-06 2.46231e-06 2.05958e-06 2.59777e-06 4.32362e-06 4.81671e-06 2.04789e-06 1.70278e-06 5.40872e-06 2.68854e-06 1.88148e-06 2.49548e-06 1.94339e-06 9.64317e-35 0 1.27749e-35 4.07232e-06 6.0008e-06 6.77881e-06 1.08283e-34 0 3.0764e-06 3.61822e-06 2.36202e-06 8.39942e-06 1.71889e-06 2.83886e-06 5.14533e-06 0 1.95015e-06 2.24096e-06 0 1.93523e-06 3.28184e-06 0 3.86558e-06 2.92254e-06 4.81569e-35 1.34511e-05 3.59953e-06 4.17907e-06 0 0 0 6.22751e-06 1.81713e-06 5.05841e-06 0 4.56695e-06 0 0 0 Variance: 3.96599e-08 Variances/cluster: 1.73987e-08 3.20784e-08 4.06661e-08 4.21218e-08 2.96033e-08 2.09908e-08 3.879e-08 4.92735e-08 1.35629e-07 1.81306e-08 3.34471e-08 7.01106e-08 2.72576e-06 2.9282e-08 1.85458e-08 2.52876e-08 2.38536e-08 2.17197e-08 2.20716e-08 4.82502e-08 0 3.22162e-08 2.29984e-08 3.04093e-08 2.72215e-08 2.59167e-08 2.14517e-08 2.29871e-08 3.96532e-08 2.66093e-08 2.59205e-08 1.95699e-08 3.48836e-08 2.20353e-08 4.37515e-08 2.39928e-08 3.23869e-08 6.86694e-32 0 0 4.78936e-08 4.47678e-08 3.98626e-08 0 0 2.38457e-08 4.63721e-08 2.05375e-08 9.43662e-08 1.71874e-08 3.22569e-08 3.0617e-08 0 3.5455e-08 2.28649e-08 0 2.72543e-08 3.95368e-08 0 2.82066e-08 3.43801e-08 2.67973e-31 7.07844e-07 2.85652e-08 2.57944e-08 0 0 0 4.98157e-08 5.67808e-08 2.85691e-08 0 1.69132e-07 0 0 0 -------------------------------------------------------------- Initialization seed trial #411 of 1000; initialization seed = 493576636 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 592030 Distortion: 0.0043902 Distortions/cluster: 1.19785e-06 2.01171e-06 5.38414e-06 3.07673e-06 2.18954e-06 4.29631e-06 4.29742e-06 6.45786e-06 1.89478e-06 5.25522e-06 3.14983e-06 5.39497e-06 2.38089e-06 0 3.52555e-06 3.4177e-06 2.29547e-06 1.7081e-06 6.23582e-06 4.26189e-07 5.76866e-06 2.37044e-35 4.24525e-06 3.14679e-06 2.76255e-06 1.86993e-06 7.75791e-06 9.64317e-35 2.61151e-06 4.00356e-06 3.57057e-06 1.89519e-06 1.91366e-06 2.13743e-06 1.61841e-06 2.55014e-06 0 3.47159e-06 1.71733e-06 3.54077e-06 2.65497e-06 1.84051e-06 2.26782e-06 2.30507e-06 7.42766e-06 9.85484e-06 3.56568e-06 3.92102e-06 2.84126e-06 0.000271714 3.64155e-06 1.57014e-06 4.92763e-06 4.20379e-06 0 0 2.80585e-06 3.26362e-06 6.45368e-06 0 3.64128e-06 2.32631e-06 1.79293e-06 0 2.76913e-06 0 0 0.00391362 2.20218e-06 2.27385e-06 0 3.45167e-06 0 0 1.74846e-06 1.94042e-06 Variance: 7.51233e-07 Variances/cluster: 2.60379e-08 4.90617e-08 4.44837e-08 2.2621e-08 2.63769e-08 4.05179e-08 6.05087e-08 4.0355e-07 3.57484e-08 1.75159e-06 2.07207e-08 3.99496e-08 2.50598e-08 0 2.33453e-08 3.63553e-08 3.53121e-08 2.08286e-08 4.90846e-08 1.42054e-07 1.44169e-07 0 2.55715e-08 4.03399e-08 2.84775e-08 2.83297e-08 3.71073e-08 6.86694e-32 3.5288e-08 2.1995e-08 1.32232e-07 3.38403e-08 3.08631e-08 2.54431e-08 3.17308e-08 2.10737e-08 0 3.692e-08 2.64181e-08 3.88968e-08 3.23748e-08 2.32953e-08 3.90969e-08 4.11582e-08 3.00616e-08 8.95767e-07 2.01433e-08 4.35534e-08 2.86971e-08 3.35416e-06 2.0807e-08 3.01923e-08 4.43785e-08 3.89113e-08 0 0 2.35765e-08 2.31442e-08 3.29162e-08 0 2.22006e-08 3.57861e-08 3.03859e-08 0 2.56371e-08 0 0 0.00391989 2.22423e-08 3.60897e-08 0 3.19571e-08 0 0 2.13208e-08 2.42526e-08 -------------------------------------------------------------- Initialization seed trial #412 of 1000; initialization seed = 493576637 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 594882 Distortion: 0.00414661 Distortions/cluster: 2.7667e-06 2.53809e-06 1.26456e-06 2.59421e-06 2.25526e-06 2.1981e-06 4.26127e-06 1.59192e-05 1.62906e-06 1.34669e-06 5.38714e-06 2.40803e-06 6.14438e-06 2.85499e-06 1.77849e-06 0 1.68601e-06 7.76697e-06 2.46023e-06 9.64317e-35 0.00391362 9.91025e-06 4.57287e-06 5.72458e-06 3.47993e-06 2.73737e-06 2.06692e-06 3.0966e-06 2.83415e-06 3.28263e-06 2.75265e-06 4.81569e-35 7.04398e-06 2.77123e-06 1.52593e-06 2.45348e-05 3.4622e-06 1.69249e-06 7.42009e-06 4.31184e-06 5.59122e-06 2.95154e-06 2.37044e-35 4.27414e-06 0 5.74668e-06 0 1.70901e-06 1.38006e-06 0 0 1.52684e-06 0 2.04268e-06 1.73696e-06 5.95935e-06 2.88595e-06 1.47191e-06 1.90968e-06 2.0459e-06 1.74857e-06 0 1.94446e-06 9.04115e-06 6.50095e-06 0 2.53252e-06 0 2.81863e-06 3.02625e-06 0 0 0 1.22794e-06 2.43455e-06 0 Variance: 7.0955e-07 Variances/cluster: 2.73906e-08 2.15069e-08 3.41747e-08 3.87162e-08 2.78404e-08 2.78216e-08 2.63018e-08 7.5794e-07 4.40252e-08 2.2823e-08 3.36667e-08 1.95752e-08 3.32021e-08 1.0977e-07 3.55673e-08 0 2.85739e-08 9.03049e-08 1.96801e-08 6.86694e-32 0.00391989 4.06028e-08 2.68969e-08 4.23904e-08 1.87076e-08 3.29773e-08 4.05241e-08 2.78949e-08 2.67342e-08 2.43136e-08 1.14655e-07 2.67973e-31 3.21537e-08 2.58963e-08 2.46096e-08 2.72576e-06 2.17729e-08 1.70944e-08 4.38917e-08 2.59727e-08 4.14041e-08 2.36096e-08 0 1.64378e-07 0 4.82764e-08 0 3.71495e-08 2.50897e-08 0 0 4.92485e-08 0 2.72335e-08 2.01954e-08 4.54762e-08 3.79697e-08 2.67597e-08 3.07985e-08 2.62272e-08 2.73191e-08 0 3.47204e-08 4.07124e-08 4.64205e-08 0 2.38896e-08 0 4.4037e-08 2.36403e-08 0 0 0 2.66922e-08 2.06293e-08 0 -------------------------------------------------------------- Initialization seed trial #413 of 1000; initialization seed = 493576638 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 723091 Distortion: 0.000232172 Distortions/cluster: 5.86212e-06 4.24365e-06 4.62968e-06 1.08283e-34 3.88374e-06 6.24951e-06 2.37044e-35 4.08474e-06 2.45348e-05 0 3.97855e-06 4.15574e-06 1.27749e-35 3.34027e-06 5.22847e-06 2.96442e-06 4.0849e-06 6.1761e-06 2.61386e-06 1.85588e-06 9.64317e-35 0 4.39271e-06 2.78619e-06 2.54659e-06 3.59729e-06 1.96919e-06 1.98602e-06 1.59192e-05 4.40362e-06 3.11388e-06 1.97086e-06 0 0 0 4.27414e-06 5.10048e-06 3.40181e-06 2.45602e-06 7.87631e-06 0 4.50054e-06 2.07872e-06 3.87625e-06 0 2.35823e-06 2.30892e-06 0 0 2.2012e-06 0 5.00913e-06 4.33831e-06 2.75265e-06 2.85499e-06 2.52524e-06 1.92244e-06 0 3.94648e-06 3.7112e-06 4.70221e-06 0 3.16124e-06 4.81569e-35 2.107e-06 0 4.97321e-06 3.48987e-06 0 3.4755e-06 2.35166e-06 0 2.36154e-06 0 2.73666e-06 4.74762e-06 Variance: 3.97282e-08 Variances/cluster: 4.27755e-08 2.90636e-08 2.51588e-08 0 2.39716e-08 4.56023e-08 0 2.08387e-08 2.72576e-06 0 5.03569e-08 3.12435e-08 0 3.09181e-08 2.93708e-08 3.29354e-08 3.02486e-08 3.76472e-08 2.29266e-08 3.09293e-08 6.86694e-32 0 2.41337e-08 3.3166e-08 3.97786e-08 2.35089e-08 5.04876e-08 3.48393e-08 7.5794e-07 3.10013e-08 2.14727e-08 4.92678e-08 0 0 0 1.64378e-07 2.75611e-08 3.11991e-08 2.9588e-08 9.05237e-08 0 4.1658e-08 3.10232e-08 2.43769e-08 0 2.64944e-08 3.91308e-08 0 0 2.78608e-08 0 4.1045e-08 3.77132e-08 1.14655e-07 1.0977e-07 2.83711e-08 2.66977e-08 0 2.29427e-08 2.81127e-08 4.56376e-08 0 2.82221e-08 2.67973e-31 3.63251e-08 0 3.06958e-08 2.45744e-08 0 2.06851e-08 3.31191e-08 0 3.37333e-08 0 4.14507e-08 3.27393e-08 -------------------------------------------------------------- Initialization seed trial #414 of 1000; initialization seed = 493576639 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 727099 Distortion: 0.00020866 Distortions/cluster: 1.55957e-06 3.75116e-06 3.43277e-06 3.06721e-06 2.73993e-06 6.45786e-06 1.9263e-06 2.91565e-06 7.89415e-06 3.49151e-06 2.16954e-06 4.92746e-06 2.85499e-06 1.55675e-06 3.9735e-06 3.09941e-06 3.10109e-06 1.58573e-06 2.3678e-06 3.49938e-06 3.08817e-06 9.64317e-35 3.1676e-06 2.37044e-35 0 1.88459e-06 2.5756e-06 0 2.12814e-06 4.44149e-06 3.67781e-06 4.27414e-06 1.94808e-06 2.49502e-06 2.9391e-06 4.34764e-06 2.054e-06 3.63391e-06 4.53902e-06 0 2.38501e-06 2.55616e-06 3.08984e-06 3.16295e-06 2.09402e-06 2.1831e-06 0 6.0248e-06 1.04088e-06 4.81569e-35 1.78245e-06 0 2.80761e-06 4.26564e-06 1.27749e-35 2.5601e-06 2.63094e-06 3.53266e-06 2.04121e-06 9.85484e-06 1.08283e-34 0 0 4.9097e-06 3.40048e-06 2.10026e-06 2.22357e-06 4.73962e-06 5.25522e-06 0 4.68906e-06 3.18845e-06 4.50031e-06 4.72482e-06 0 3.35063e-06 Variance: 3.57051e-08 Variances/cluster: 2.05188e-08 2.40435e-08 4.1355e-08 2.86631e-08 2.91456e-08 4.0355e-07 2.63846e-08 2.44991e-08 9.07286e-08 3.75309e-08 1.76369e-08 3.09803e-08 1.0977e-07 3.62002e-08 3.97319e-08 2.56128e-08 3.92511e-08 2.47749e-08 2.07678e-08 2.3172e-08 2.43137e-08 6.86694e-32 2.55367e-08 0 0 2.51256e-08 3.13996e-08 0 2.56377e-08 2.70799e-08 2.27006e-08 1.64378e-07 3.19329e-08 3.46503e-08 1.95917e-08 4.26097e-08 3.36609e-08 3.70686e-08 3.81317e-08 0 2.00404e-08 1.111e-07 3.86206e-08 3.72079e-08 2.22749e-08 3.63729e-08 0 2.82829e-08 3.25245e-08 2.67973e-31 2.51027e-08 0 3.34212e-08 3.6447e-08 0 2.5096e-08 1.77751e-08 5.35205e-08 4.08206e-08 8.95767e-07 0 0 0 3.16651e-08 4.85636e-08 3.0001e-08 2.81438e-08 2.88976e-08 1.75159e-06 0 4.18529e-08 3.58136e-08 3.14603e-08 4.29393e-08 0 2.99137e-08 -------------------------------------------------------------- Initialization seed trial #415 of 1000; initialization seed = 493576640 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 498524 Distortion: 0.0358766 Distortions/cluster: 4.24954e-06 2.58313e-06 2.53756e-06 2.10174e-06 1.80698e-06 3.67302e-06 2.77969e-06 5.29822e-06 2.19358e-06 2.37044e-35 3.65979e-06 4.2449e-06 2.97092e-06 5.47272e-06 1.3108e-06 2.83504e-06 1.27749e-35 4.81569e-35 2.86636e-06 3.38527e-06 0 3.14299e-05 1.73172e-06 1.58214e-06 4.06156e-06 0.0356196 2.24911e-06 0 3.23294e-06 5.56496e-06 4.0707e-06 5.11331e-06 1.08283e-34 4.72686e-06 2.09811e-06 3.61945e-06 0 5.2913e-06 2.28679e-06 4.07498e-06 0 3.13952e-06 3.50896e-06 2.98112e-06 5.10731e-06 2.30976e-06 4.53759e-06 0 1.72066e-06 0 4.0269e-06 2.76536e-06 2.82979e-06 2.89852e-06 1.44709e-06 2.66689e-06 1.93899e-06 0 3.37439e-06 2.06483e-06 4.12377e-06 3.56517e-06 0 2.12894e-06 0 3.06913e-06 4.35604e-05 3.52377e-06 0 3.25002e-06 2.83869e-06 0 3.61109e-06 2.32194e-06 2.62812e-06 0 Variance: 6.13905e-06 Variances/cluster: 3.82722e-08 3.91349e-08 2.26546e-08 1.96407e-08 2.12566e-08 4.89692e-08 1.93017e-08 4.34142e-08 2.49248e-08 0 3.77175e-08 4.04143e-08 2.6289e-08 4.75746e-08 1.92743e-08 3.73003e-08 0 2.67973e-31 4.77583e-08 3.10472e-08 0 3.11154e-07 2.74844e-08 1.83949e-08 3.00758e-08 0.035575 3.81086e-08 0 2.93879e-08 5.4024e-08 3.03685e-08 1.7043e-07 0 3.8732e-08 2.18527e-08 3.01522e-08 0 1.35629e-07 2.93153e-08 4.28918e-08 0 2.70624e-08 4.33062e-08 5.41965e-08 2.7598e-08 2.4569e-08 3.84508e-08 0 2.29394e-08 0 4.10873e-08 1.85579e-08 3.44983e-08 3.11644e-08 1.85504e-08 2.46911e-08 2.73072e-08 0 2.72104e-08 3.08155e-08 2.84373e-08 2.39252e-08 0 1.90067e-08 0 4.64865e-08 2.7222e-06 2.38072e-08 0 3.186e-08 1.8923e-08 0 3.92479e-08 1.82808e-08 2.02146e-08 0 -------------------------------------------------------------- Initialization seed trial #416 of 1000; initialization seed = 493576641 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 498620 Distortion: 0.035848 Distortions/cluster: 2.5738e-06 3.36876e-06 1.69987e-06 1.27749e-35 3.30163e-06 2.44202e-06 3.4493e-06 1.99241e-06 1.66857e-06 3.58375e-06 2.45606e-06 4.91988e-06 4.18701e-06 3.37912e-06 4.16813e-06 3.87455e-06 3.76327e-06 3.8797e-06 2.40508e-06 5.56536e-06 1.6953e-06 0 2.85499e-06 4.75466e-06 4.09529e-06 2.21243e-06 1.08283e-34 2.92427e-06 3.4678e-06 3.8773e-06 3.77925e-06 4.29479e-06 3.86314e-06 2.37044e-35 3.14893e-06 3.35486e-06 0 0 3.08528e-06 0 1.98638e-06 4.36263e-06 2.55616e-06 4.57848e-06 4.81569e-35 1.53155e-06 2.78783e-06 0 4.27414e-06 2.79134e-06 3.29855e-06 8.00262e-06 3.58521e-06 2.39939e-06 2.67023e-06 3.77236e-06 1.92058e-06 2.45348e-05 0 0.0356196 2.1753e-06 3.39746e-06 2.35861e-06 2.78678e-06 3.17466e-06 0 2.75099e-06 3.78885e-06 0 1.59192e-05 2.61603e-06 0 0 2.27844e-06 2.05086e-06 0 Variance: 6.13415e-06 Variances/cluster: 3.52546e-08 3.78388e-08 2.20735e-08 0 4.85387e-08 2.34732e-08 3.66826e-08 2.23847e-08 1.89589e-08 3.41199e-08 1.98052e-08 4.27779e-08 5.50874e-08 2.83866e-08 3.1815e-08 2.63547e-08 2.6878e-08 3.95757e-08 4.00717e-08 2.56446e-08 2.73411e-08 0 1.0977e-07 2.45064e-08 3.19916e-08 2.69784e-08 0 3.6099e-08 3.68795e-08 3.62256e-08 3.66885e-08 2.77058e-08 2.47616e-08 0 4.08827e-08 3.9936e-08 0 0 3.95524e-08 0 1.92835e-08 2.8882e-08 1.111e-07 3.41648e-08 2.67973e-31 1.80161e-08 3.57387e-08 0 1.64378e-07 2.65754e-08 4.2824e-08 9.09302e-08 3.38118e-08 1.98273e-08 2.93405e-08 2.71369e-08 2.02143e-08 2.72576e-06 0 0.035575 2.7533e-08 3.23535e-08 1.77323e-08 2.60416e-08 3.20567e-08 0 4.43667e-08 2.72556e-08 0 7.5794e-07 3.48691e-08 0 0 3.55888e-08 2.09252e-08 0 -------------------------------------------------------------- Initialization seed trial #417 of 1000; initialization seed = 493576642 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 498537 Distortion: 0.0358257 Distortions/cluster: 1.08283e-34 5.25522e-06 2.77235e-06 4.13334e-06 2.37044e-35 3.21118e-06 2.85499e-06 1.59577e-06 3.63328e-06 2.03428e-06 3.05125e-06 2.05756e-06 4.62262e-06 2.60865e-06 2.36853e-06 2.68409e-06 5.19793e-06 2.82806e-06 3.45738e-06 1.94571e-06 1.93668e-06 2.91703e-06 2.50212e-06 2.13134e-06 2.19615e-06 4.81569e-35 1.97476e-06 0 2.76277e-06 3.69011e-06 2.13497e-06 3.46258e-06 4.65888e-06 6.45786e-06 2.23865e-06 2.39911e-06 3.23311e-06 6.90014e-06 4.03828e-06 3.03364e-06 2.24025e-06 0 0 9.85484e-06 3.70305e-06 1.27749e-35 4.27414e-06 0 0 2.69846e-06 3.18003e-06 1.55361e-06 2.47229e-06 0 5.03401e-06 2.90354e-06 3.21171e-06 0.0356196 1.83649e-06 2.34491e-06 1.74772e-06 4.15282e-06 0 2.09423e-06 2.04275e-06 1.94641e-06 3.54662e-06 3.40901e-06 3.8483e-06 1.50725e-06 2.55616e-06 2.09827e-06 3.84586e-06 2.43517e-06 8.00262e-06 2.66378e-06 Variance: 6.13034e-06 Variances/cluster: 0 1.75159e-06 3.26057e-08 3.03823e-08 0 3.17834e-08 1.0977e-07 2.4548e-08 3.86403e-08 2.6417e-08 2.74797e-08 2.28598e-08 4.08949e-08 3.52493e-08 2.78626e-08 2.13001e-08 2.63832e-08 3.32684e-08 2.45179e-08 2.94778e-08 2.06006e-08 4.16682e-08 3.67937e-08 2.7677e-08 3.22935e-08 2.67973e-31 3.46422e-08 0 3.94647e-08 2.79529e-08 2.80892e-08 3.60568e-08 3.06478e-08 4.0355e-07 3.72995e-08 2.99862e-08 3.02133e-08 3.13615e-08 2.3893e-08 1.99558e-08 3.2942e-08 0 0 8.95767e-07 1.9488e-08 0 1.64378e-07 0 0 2.4308e-08 3.87681e-08 3.23647e-08 3.63452e-08 0 2.79575e-08 2.23323e-08 3.6904e-08 0.035575 3.39978e-08 2.75781e-08 2.56988e-08 3.09811e-08 0 4.36264e-08 3.92709e-08 2.4951e-08 4.72739e-08 4.31375e-08 2.16178e-08 2.31862e-08 1.111e-07 1.96083e-08 2.30271e-08 4.27185e-08 9.09302e-08 5.12222e-08 -------------------------------------------------------------- Initialization seed trial #418 of 1000; initialization seed = 493576643 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 499296 Distortion: 0.0358506 Distortions/cluster: 5.72624e-06 5.18666e-06 2.78077e-06 3.45201e-06 2.99971e-06 3.07689e-06 0 3.74642e-06 4.08445e-06 2.23223e-06 4.87308e-06 5.82458e-06 4.40201e-06 3.16393e-06 3.41308e-06 2.37044e-35 2.90074e-06 3.19266e-06 3.23397e-06 2.31138e-06 2.45348e-05 2.83504e-06 3.26589e-06 0 2.54894e-06 0 3.6644e-06 3.00437e-06 3.54727e-06 0 4.26129e-06 2.32602e-06 2.90064e-06 2.8895e-06 2.90765e-06 3.88923e-06 0 1.59192e-05 4.86868e-06 0 0.0356196 5.86869e-06 4.50703e-06 3.66679e-06 0 4.46549e-06 3.80494e-06 5.12757e-06 2.55616e-06 3.41636e-06 4.81569e-35 0 0 2.85499e-06 4.16695e-06 3.08759e-06 3.3573e-06 3.91027e-06 1.27749e-35 2.2396e-06 0 2.93413e-06 0 4.20333e-06 2.30559e-06 2.32112e-06 0 4.26905e-06 0 0 1.08283e-34 0 3.05594e-06 4.12542e-06 0 4.89025e-06 Variance: 6.13461e-06 Variances/cluster: 5.45308e-08 2.83399e-08 3.61021e-08 2.13062e-08 2.75171e-08 2.79625e-08 0 5.50895e-08 3.09401e-08 1.48804e-07 3.89813e-08 3.21772e-08 3.9292e-08 3.47569e-08 3.28073e-08 0 2.87174e-08 3.98951e-08 3.80341e-08 2.31111e-08 2.72576e-06 3.73003e-08 2.13438e-08 0 3.18589e-08 0 3.85599e-08 3.66266e-08 3.85542e-08 0 4.26092e-08 2.90727e-08 3.67053e-08 4.24796e-08 2.50629e-08 3.18685e-08 0 7.5794e-07 2.53493e-08 0 0.035575 2.91949e-08 2.48986e-08 3.13375e-08 0 3.03676e-08 2.94932e-08 2.22918e-08 1.111e-07 2.21817e-08 2.67973e-31 0 0 1.0977e-07 4.6285e-08 2.6387e-08 1.04906e-07 4.07295e-08 0 2.26201e-08 0 4.19022e-08 0 2.47233e-08 2.88172e-08 2.01819e-08 0 2.45323e-08 0 0 0 0 3.43258e-08 2.7872e-08 0 7.40876e-08 -------------------------------------------------------------- Initialization seed trial #419 of 1000; initialization seed = 493576644 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 63 BIC score: 594376 Distortion: 0.00412276 Distortions/cluster: 1.37749e-06 4.32854e-06 5.93716e-06 3.94299e-06 2.63931e-06 2.25133e-06 2.41963e-06 3.375e-06 2.73149e-06 2.5744e-06 2.37044e-35 2.19409e-06 1.39069e-06 2.09372e-06 3.28863e-06 0 1.94871e-06 1.48237e-06 0 2.31961e-06 4.39386e-06 5.9104e-06 0.00391362 4.4981e-06 0 1.90136e-06 3.61189e-06 2.68837e-06 2.16985e-06 3.55113e-06 0 1.41984e-06 5.25522e-06 2.85127e-06 3.08267e-06 1.94503e-06 4.95306e-06 3.06534e-06 4.23674e-06 0 9.85484e-06 1.75912e-06 5.27217e-06 4.17844e-06 2.33815e-06 3.56108e-06 0 2.72259e-06 4.67014e-06 1.47251e-06 0 3.39294e-06 1.13382e-06 0 5.44569e-06 3.7838e-06 4.91074e-06 3.21157e-06 2.85772e-06 2.5567e-06 1.61598e-06 5.24573e-06 2.84082e-06 3.10311e-06 2.31558e-06 4.81569e-35 4.61647e-06 2.62387e-06 2.12522e-06 4.16026e-06 3.76646e-06 6.17192e-06 2.67349e-06 9.64317e-35 2.92869e-06 0 Variance: 7.05469e-07 Variances/cluster: 1.83649e-08 4.04404e-08 5.44646e-08 4.15026e-08 3.88099e-08 2.16455e-08 2.32636e-08 3.62786e-08 1.88362e-08 2.6267e-08 0 2.10946e-08 2.10686e-08 1.61041e-07 3.69476e-08 0 2.34756e-08 1.90025e-08 0 2.66598e-08 4.30734e-08 3.93959e-07 0.00391989 4.2421e-08 0 2.13618e-08 7.07975e-08 3.31868e-08 1.83864e-08 4.8631e-08 0 1.97181e-08 1.75159e-06 2.87982e-08 2.88069e-08 2.70119e-08 3.89879e-08 4.03211e-08 4.23534e-08 0 8.95767e-07 1.62867e-08 4.62332e-08 1.16056e-07 2.71789e-08 3.63343e-08 0 2.45252e-08 2.65263e-08 2.10333e-08 0 2.13374e-08 2.13904e-08 0 3.32027e-08 1.11251e-07 3.83619e-08 2.0718e-08 2.36154e-08 2.60862e-08 2.27582e-08 7.82868e-08 3.55071e-08 3.65043e-08 2.03103e-08 2.67973e-31 2.99671e-08 2.85178e-08 2.00475e-08 3.85179e-08 3.08625e-08 4.60443e-08 3.10769e-08 6.86694e-32 2.89874e-08 0 -------------------------------------------------------------- Initialization seed trial #420 of 1000; initialization seed = 493576645 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 85 BIC score: 594985 Distortion: 0.00412845 Distortions/cluster: 0.00391362 2.02291e-06 1.46261e-06 2.75265e-06 9.64317e-35 3.2286e-06 2.50983e-06 2.80043e-06 1.41856e-06 2.43235e-06 3.16204e-06 3.83828e-06 7.16437e-06 3.84354e-06 5.55431e-06 7.89415e-06 1.55002e-06 2.04626e-06 4.51965e-06 2.24403e-06 2.37044e-35 0 5.79641e-06 2.18274e-06 0 1.35427e-06 2.14653e-06 1.1156e-06 5.31848e-06 1.19503e-06 3.18901e-06 5.49988e-06 2.02465e-06 0 9.8628e-06 1.59862e-06 0 2.18981e-06 1.60302e-06 1.19914e-06 2.22496e-06 6.03786e-35 0 3.05324e-06 5.649e-06 3.32237e-06 2.73388e-06 2.02836e-06 2.28395e-06 2.85499e-06 2.91387e-06 5.28271e-06 0 5.25522e-06 0 0 2.03583e-06 1.05757e-05 6.45786e-06 1.73431e-06 6.09574e-06 0 0 2.72624e-06 0 4.27414e-06 9.85484e-06 3.01114e-06 3.92188e-06 3.20681e-06 3.38303e-06 4.81569e-35 2.80441e-06 0 2.74019e-06 7.68448e-06 Variance: 7.06443e-07 Variances/cluster: 0.00391989 3.01902e-08 2.56571e-08 1.14655e-07 6.86694e-32 3.93707e-08 1.88693e-08 2.22236e-08 1.89119e-08 1.76242e-08 2.95492e-08 3.4576e-08 4.80676e-08 2.13511e-08 4.37203e-08 9.07286e-08 2.12312e-08 2.08783e-08 2.82453e-08 2.24383e-08 0 0 2.97154e-08 2.5086e-08 0 1.90723e-08 2.7874e-08 1.92327e-08 3.24191e-08 2.02523e-08 2.82189e-08 4.78102e-08 1.76036e-08 0 4.19555e-08 2.62044e-08 0 2.70321e-08 2.02891e-08 1.84461e-08 2.0043e-08 6.95522e-31 0 3.18019e-08 4.15244e-08 4.15267e-08 5.36006e-08 3.49685e-08 2.75151e-08 1.0977e-07 2.40795e-08 4.25988e-08 0 1.75159e-06 0 0 2.23692e-08 4.03525e-08 4.0355e-07 2.84289e-08 4.1738e-08 0 0 2.72599e-08 0 1.64378e-07 8.95767e-07 2.42812e-08 2.32044e-08 3.14367e-08 3.8882e-08 2.67973e-31 3.59512e-08 0 5.16971e-08 4.51882e-08 -------------------------------------------------------------- Initialization seed trial #421 of 1000; initialization seed = 493576646 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 595028 Distortion: 0.00411906 Distortions/cluster: 2.74694e-06 0.00391362 3.78638e-06 2.99091e-06 4.06269e-06 2.51599e-06 5.9104e-06 4.81569e-35 1.92421e-06 5.02949e-06 2.84429e-06 3.66309e-06 2.87207e-06 0 4.40958e-06 3.2826e-06 2.79265e-06 7.60156e-07 4.12288e-06 3.28007e-06 2.37607e-06 2.26282e-06 3.55952e-06 2.40117e-06 2.45995e-06 2.36586e-06 6.42403e-06 2.46161e-06 1.98941e-06 2.64294e-06 3.05468e-06 3.45891e-06 2.04069e-06 2.69597e-06 4.10015e-06 5.17297e-06 2.43435e-06 9.64317e-35 4.6361e-06 2.37044e-35 3.75407e-06 3.55083e-06 4.33834e-06 3.0565e-06 5.5515e-06 3.06001e-06 1.499e-06 0 0 0 5.25522e-06 4.16141e-06 0 0 5.17201e-06 2.91016e-06 4.27114e-06 2.22308e-06 3.17229e-06 0 0 9.85484e-06 2.9071e-06 0 0 0 2.64067e-06 2.68866e-06 2.96409e-06 2.26607e-06 0 3.10762e-06 3.26527e-06 2.98942e-06 4.10431e-06 3.13924e-06 Variance: 7.04835e-07 Variances/cluster: 3.52055e-08 0.00391989 2.32273e-08 2.39244e-08 2.49162e-08 3.18451e-08 3.93959e-07 2.67973e-31 1.48005e-07 4.41146e-08 2.00285e-08 3.45543e-08 2.61012e-08 0 2.95917e-08 3.77278e-08 3.13678e-08 8.44304e-08 2.51373e-08 2.85198e-08 3.54522e-08 9.83494e-08 5.31226e-08 3.20057e-08 3.36871e-08 1.79216e-08 3.77853e-08 3.78584e-08 3.26025e-08 4.19374e-08 2.50301e-08 2.70204e-08 2.26717e-08 3.20845e-08 3.12959e-08 7.60658e-08 2.27488e-08 6.86694e-32 2.75935e-08 0 1.10403e-07 2.77384e-08 3.73964e-08 4.85012e-08 4.33572e-08 1.99977e-08 9.36564e-08 0 0 0 1.75159e-06 4.16115e-08 0 0 2.30873e-08 3.46335e-08 3.81238e-08 1.30756e-07 2.36717e-08 0 0 8.95767e-07 2.46337e-08 0 0 0 2.12939e-08 2.10029e-08 2.40962e-08 3.48511e-08 0 3.69925e-08 3.10877e-08 2.74227e-08 2.31862e-08 3.78098e-08 -------------------------------------------------------------- Initialization seed trial #422 of 1000; initialization seed = 493576647 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 727036 Distortion: 0.000212368 Distortions/cluster: 2.85499e-06 5.43996e-06 2.97766e-06 5.60125e-06 1.73759e-06 2.86018e-06 2.11066e-06 1.08283e-34 2.19229e-06 1.74395e-06 2.56376e-06 3.68467e-06 2.37044e-35 8.00262e-06 2.50421e-06 4.27414e-06 0 6.54618e-06 3.92568e-06 2.44712e-06 3.09042e-06 3.91822e-06 0 2.49407e-06 0 2.63679e-06 3.25573e-06 5.25383e-06 4.68345e-06 3.47676e-06 5.25522e-06 2.0903e-06 9.85484e-06 0 5.71846e-06 4.81569e-35 4.48998e-06 0 4.06783e-06 2.65755e-06 0 0 0 2.87736e-06 2.38822e-06 2.30722e-06 5.9104e-06 1.27749e-35 3.47696e-06 9.64317e-35 2.98754e-06 4.63788e-06 0 2.3315e-06 3.25028e-06 0 1.59744e-06 3.57495e-06 0 3.93294e-06 6.05096e-06 0 2.88472e-06 4.24777e-06 5.13058e-06 2.75265e-06 0 3.35981e-06 0 5.27431e-06 3.33092e-06 2.33303e-06 1.75361e-06 5.06442e-06 2.80448e-06 3.69747e-06 Variance: 3.63395e-08 Variances/cluster: 1.0977e-07 2.59023e-08 3.34541e-08 2.90124e-08 3.54587e-08 4.02719e-08 2.77695e-08 0 3.42516e-08 3.79092e-08 3.77001e-08 3.72069e-08 0 9.09302e-08 3.47692e-08 1.64378e-07 0 3.08755e-08 4.13094e-08 3.88303e-08 2.3234e-08 3.52877e-08 0 3.23876e-08 0 2.27288e-08 2.78235e-08 4.0401e-08 3.83774e-08 3.65942e-08 1.75159e-06 5.09784e-08 8.95767e-07 0 2.87335e-08 2.67973e-31 1.99537e-08 0 2.31106e-08 3.90782e-08 0 0 0 2.50183e-08 3.41062e-08 3.20418e-08 3.93959e-07 0 3.02318e-08 6.86694e-32 3.247e-08 4.5013e-08 0 3.15041e-08 2.13809e-08 0 3.71465e-08 2.09043e-08 0 2.52086e-08 3.75716e-08 0 2.97365e-08 4.33408e-08 2.75813e-08 1.14655e-07 0 2.15348e-08 0 3.23472e-08 4.89694e-08 3.28567e-08 2.82816e-08 2.92645e-08 2.86148e-08 2.44837e-08 -------------------------------------------------------------- Initialization seed trial #423 of 1000; initialization seed = 493576648 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 727092 Distortion: 0.000208668 Distortions/cluster: 1.76943e-06 3.12847e-06 1.76777e-06 4.81569e-35 2.72001e-06 2.99189e-06 9.64317e-35 2.79102e-06 1.27749e-35 3.46186e-06 2.25589e-06 2.74981e-06 2.37044e-35 6.76448e-06 3.21898e-06 2.29183e-06 3.69986e-06 3.54996e-06 3.65478e-06 4.58733e-06 3.15624e-06 3.55649e-06 2.95236e-06 2.20267e-06 2.62255e-06 3.57834e-06 9.85484e-06 2.7589e-06 2.12282e-06 2.52958e-06 2.88142e-06 1.08283e-34 2.62585e-06 3.58982e-06 2.50887e-06 2.44259e-06 1.34264e-06 2.34562e-06 2.26347e-06 0 2.30146e-06 3.29909e-06 5.25522e-06 0 0 3.04783e-06 2.92352e-06 4.26017e-06 1.663e-06 0 6.02004e-06 3.37484e-06 3.74292e-06 3.3573e-06 3.38875e-06 2.23746e-06 4.16248e-06 2.58137e-06 0 3.2517e-06 2.43546e-06 5.2913e-06 6.38511e-06 0 2.25593e-06 3.06168e-06 4.76408e-06 0 2.02681e-06 0 5.24573e-06 2.12934e-06 6.45786e-06 3.12561e-06 3.88336e-06 0 Variance: 3.57063e-08 Variances/cluster: 2.15759e-08 3.59565e-08 2.32579e-08 2.67973e-31 2.26647e-08 2.12172e-08 6.86694e-32 3.48765e-08 0 5.32547e-08 2.7848e-08 2.56961e-08 0 4.53842e-08 3.74268e-08 2.31477e-08 2.18908e-08 2.9829e-08 4.93845e-08 2.81407e-08 3.00568e-08 2.11671e-08 1.98128e-08 1.9491e-08 3.27791e-08 5.18444e-08 8.95767e-07 2.1385e-08 2.68687e-08 1.58085e-07 4.05699e-08 0 3.59588e-08 3.51911e-08 3.34486e-08 4.13861e-08 2.79691e-08 2.79216e-08 2.72676e-08 0 2.87657e-08 3.66455e-08 1.75159e-06 0 0 3.54282e-08 1.79341e-08 4.0177e-08 2.77143e-08 0 3.15083e-08 2.57599e-08 2.24102e-08 1.04906e-07 4.08248e-08 3.92513e-08 3.49676e-08 3.58496e-08 0 2.33907e-08 2.41113e-08 1.35629e-07 3.02512e-08 0 3.63836e-08 3.51803e-08 3.17502e-08 0 3.02482e-08 0 7.82868e-08 2.15066e-08 4.0355e-07 3.95517e-08 4.67733e-08 0 -------------------------------------------------------------- Initialization seed trial #424 of 1000; initialization seed = 493576649 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 595381 Distortion: 0.00412618 Distortions/cluster: 2.47017e-06 2.68892e-06 2.37329e-06 2.54739e-06 2.36798e-06 5.216e-06 2.78e-06 3.4671e-06 4.81569e-35 1.72328e-06 2.37044e-35 0 9.64317e-35 2.73337e-06 0 2.37205e-06 4.44431e-06 4.41288e-06 4.95017e-06 4.51541e-06 7.89415e-06 1.77228e-06 3.09784e-06 4.05758e-06 0 2.39895e-06 4.95218e-06 3.95989e-06 3.027e-06 3.0937e-06 0 0 5.43326e-06 0 2.85499e-06 9.85484e-06 2.66638e-06 0 5.25522e-06 3.18741e-06 0.00391362 4.62517e-06 0 4.71928e-06 3.99067e-06 5.10339e-06 5.37769e-06 4.97895e-06 2.27071e-06 0 3.78175e-06 2.81608e-06 4.29038e-06 4.27414e-06 3.29891e-06 2.83416e-06 0 2.75265e-06 0 3.96088e-06 3.44201e-06 6.41291e-06 6.45786e-06 3.174e-06 0 1.86971e-06 0 3.70931e-06 0 0 2.70016e-06 2.66736e-06 0 4.6076e-06 3.12161e-06 2.75206e-06 Variance: 7.06054e-07 Variances/cluster: 5.14574e-08 3.58404e-08 2.92973e-08 3.39622e-08 3.69964e-08 4.20608e-08 3.80798e-08 2.35829e-08 2.67973e-31 3.74593e-08 0 0 6.86694e-32 3.54955e-08 0 3.24909e-08 2.04789e-08 3.80307e-08 2.73466e-08 2.20244e-08 9.07286e-08 3.34282e-08 2.84179e-08 3.55897e-08 0 4.20731e-08 3.03714e-08 2.57113e-08 4.80331e-08 3.55483e-08 0 0 3.25239e-08 0 1.0977e-07 8.95767e-07 3.70208e-08 0 1.75159e-06 4.19256e-08 0.00391989 2.39625e-08 0 3.96451e-08 2.69616e-08 3.47057e-08 2.85954e-08 3.09221e-08 2.52273e-08 0 2.34871e-08 3.09432e-08 3.60422e-08 1.64378e-07 2.81933e-08 3.54238e-08 0 1.14655e-07 0 3.80729e-08 2.07325e-08 2.88845e-08 4.0355e-07 3.6471e-08 0 3.52752e-08 0 3.1974e-08 0 0 2.5471e-08 3.75655e-08 0 2.51756e-08 2.21366e-08 3.23735e-08 -------------------------------------------------------------- Initialization seed trial #425 of 1000; initialization seed = 493576650 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 70 BIC score: 725665 Distortion: 0.000215697 Distortions/cluster: 1.964e-06 1.80163e-06 5.25522e-06 3.43699e-06 2.20403e-06 9.19443e-06 1.46397e-06 2.47614e-06 5.64436e-06 6.04145e-06 1.55203e-06 2.89822e-06 5.28046e-06 3.97003e-06 1.27675e-06 8.16378e-06 1.17582e-06 1.08283e-34 2.37311e-06 3.52781e-06 1.70336e-06 2.2818e-06 1.68757e-06 6.45786e-06 5.36018e-06 6.00359e-06 2.4136e-06 4.46876e-06 5.58297e-06 9.64317e-35 1.1597e-06 2.37044e-35 0 0 0 1.27749e-35 1.52747e-06 1.08376e-06 1.5966e-06 1.79041e-06 4.56695e-06 1.06426e-05 0 3.58018e-06 3.63685e-06 1.49532e-06 1.17392e-06 3.15378e-06 5.54628e-06 2.47368e-06 2.36585e-06 0 8.93658e-07 5.48739e-06 1.78306e-06 5.6739e-06 7.43483e-06 2.66736e-06 4.94569e-06 2.64648e-06 3.42066e-06 4.60468e-06 1.24099e-06 4.81569e-35 9.85484e-06 0 3.0748e-06 1.31075e-06 1.36386e-06 3.96594e-06 1.3364e-06 0 1.23935e-06 1.29932e-06 0 0 Variance: 3.69092e-08 Variances/cluster: 2.28352e-08 2.09473e-08 1.75159e-06 2.56469e-08 2.11908e-08 3.94484e-08 1.68253e-08 1.90456e-08 2.93881e-08 5.25185e-08 1.56757e-08 2.56455e-08 3.88236e-08 4.40981e-08 1.63667e-08 9.38273e-08 1.83703e-08 0 3.25054e-08 2.98942e-08 2.3331e-08 2.45334e-08 1.83415e-08 4.0355e-07 4.28674e-08 5.45734e-08 2.0805e-08 4.29652e-08 4.57471e-08 6.86694e-32 1.87031e-08 0 0 0 0 0 2.18185e-08 1.83672e-08 2.61714e-08 2.23777e-08 1.69132e-07 4.15591e-08 0 3.2251e-08 2.73424e-08 2.99037e-08 2.34762e-08 3.84577e-08 1.38611e-07 2.77917e-08 2.68823e-08 0 2.23391e-08 4.89793e-08 1.81929e-08 3.2977e-08 4.42406e-08 2.29924e-08 4.05251e-08 2.24258e-08 4.7505e-08 3.111e-08 2.48169e-08 2.67973e-31 8.95767e-07 0 3.70429e-08 2.78853e-08 2.19952e-08 4.08835e-08 1.78166e-08 0 2.47849e-08 1.75563e-08 0 0 -------------------------------------------------------------- Initialization seed trial #426 of 1000; initialization seed = 493576651 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 594106 Distortion: 0.00412001 Distortions/cluster: 2.82389e-06 3.42634e-06 4.09811e-06 2.09372e-06 3.14232e-06 2.43722e-06 3.52029e-06 1.81196e-06 4.49578e-06 1.36791e-06 1.73222e-06 4.12217e-06 3.12375e-06 2.59799e-06 3.60247e-06 5.2913e-06 4.43516e-06 1.92218e-06 1.30768e-06 3.06346e-06 2.75808e-06 3.75636e-06 4.03067e-06 2.08853e-06 1.7695e-06 1.9372e-06 2.3179e-06 2.37044e-35 3.12382e-06 0 2.21648e-06 0.00391362 4.81569e-35 1.77589e-06 5.25522e-06 7.30627e-06 3.78617e-06 6.45786e-06 2.78973e-06 1.96342e-06 0 1.2296e-06 1.3918e-06 2.25469e-06 1.51587e-06 9.85484e-06 5.18209e-06 1.86236e-06 3.17687e-06 3.45153e-06 3.33029e-06 0 2.22823e-06 1.94854e-06 2.25967e-06 5.71883e-06 0 2.1972e-06 1.81724e-06 3.03597e-06 3.82115e-06 4.27744e-06 0 2.57414e-06 3.806e-06 9.64317e-35 2.02668e-06 2.93183e-06 3.68301e-06 2.84892e-06 3.13815e-06 0 3.09808e-06 2.92216e-06 2.34253e-06 2.71602e-06 Variance: 7.04999e-07 Variances/cluster: 3.6671e-08 3.03191e-08 4.09776e-08 1.61041e-07 3.69563e-08 3.38392e-08 3.86717e-08 1.92741e-08 3.94237e-08 1.87368e-08 2.08676e-08 3.7471e-08 2.71606e-08 1.99822e-08 2.41698e-08 1.35629e-07 3.23629e-08 3.76863e-08 2.07549e-08 3.22441e-08 3.82947e-08 4.7533e-08 4.28769e-08 2.40035e-08 2.52764e-08 2.17643e-08 2.49212e-08 0 4.46112e-08 0 3.30711e-08 0.00391989 2.67973e-31 2.16553e-08 1.75159e-06 9.13194e-08 3.05309e-08 4.0355e-07 3.44304e-08 1.88774e-08 0 1.48132e-08 2.57711e-08 3.46761e-08 2.10518e-08 8.95767e-07 4.8873e-08 2.58638e-08 2.07614e-08 2.85156e-08 2.04294e-08 0 2.08227e-08 2.37606e-08 3.27383e-08 5.39465e-08 0 2.78097e-08 1.97508e-08 3.33593e-08 3.85944e-08 2.94899e-08 0 2.49894e-08 3.25193e-08 6.86694e-32 9.21139e-08 4.80483e-08 3.75784e-08 3.1652e-08 3.01718e-08 0 2.45855e-08 2.10209e-08 2.34232e-08 2.6366e-08 -------------------------------------------------------------- Initialization seed trial #427 of 1000; initialization seed = 493576652 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 594886 Distortion: 0.00412279 Distortions/cluster: 2.30651e-06 2.05975e-06 3.00498e-06 2.22308e-06 2.37044e-35 2.85904e-06 2.52179e-06 0 3.83306e-06 5.25522e-06 9.64317e-35 3.02533e-06 4.7346e-06 2.49477e-06 2.12807e-06 3.23037e-06 2.76015e-06 4.85545e-06 2.05332e-06 0 3.02246e-06 2.37771e-06 4.00512e-06 3.73578e-06 4.01615e-06 2.87704e-06 3.79069e-06 3.4183e-06 2.80882e-06 3.05338e-06 2.45403e-06 3.37682e-06 3.94617e-06 3.13252e-06 0 4.81569e-35 0 1.94145e-06 2.30391e-06 1.74913e-06 5.19411e-06 4.37802e-06 2.98357e-06 3.80454e-06 0 0 0 2.72077e-06 3.97086e-06 2.46376e-06 0 4.56695e-06 3.65301e-06 2.5182e-06 3.89956e-06 3.29258e-06 0.00391362 0 2.60616e-06 0 2.02983e-06 9.85484e-06 0 5.9104e-06 4.25897e-06 0 4.71982e-06 2.95859e-06 3.79148e-06 3.32996e-06 0 8.55988e-06 3.08702e-06 3.58599e-06 6.37932e-06 3.29003e-06 Variance: 7.05473e-07 Variances/cluster: 5.01372e-08 2.64046e-08 2.50393e-08 1.30756e-07 0 2.69697e-08 2.77096e-08 0 2.29505e-08 1.75159e-06 6.86694e-32 2.0719e-08 2.42779e-08 2.49454e-08 2.21653e-08 2.11117e-08 3.83228e-08 3.46706e-08 2.73752e-08 0 2.34272e-08 2.3775e-08 4.04424e-08 2.32016e-08 2.73118e-08 2.63918e-08 2.19089e-08 2.30946e-08 1.91059e-08 2.67817e-08 3.55625e-08 3.75179e-08 3.13084e-08 2.63208e-08 0 2.67973e-31 0 2.52115e-08 3.83955e-08 3.29994e-08 3.10923e-08 4.01525e-08 3.39013e-08 3.62308e-08 0 0 0 3.53231e-08 3.85394e-08 2.93278e-08 0 1.69132e-07 3.97035e-08 2.13388e-08 3.41955e-08 3.96661e-08 0.00391989 0 1.87477e-08 0 2.50574e-08 8.95767e-07 0 3.93959e-07 1.18266e-07 0 4.32882e-08 2.89961e-08 2.41472e-08 3.57949e-08 0 9.61687e-08 6.70866e-08 4.32011e-08 4.62121e-08 5.22069e-08 -------------------------------------------------------------- Initialization seed trial #428 of 1000; initialization seed = 493576653 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 722093 Distortion: 0.000236586 Distortions/cluster: 2.07002e-06 4.56695e-06 3.61901e-06 6.69525e-06 2.41393e-06 3.14392e-06 0 2.8947e-06 1.60011e-06 2.79123e-06 4.00437e-06 2.6449e-06 3.66433e-06 2.64213e-06 2.45348e-05 8.68365e-06 1.59192e-05 2.37044e-35 3.0175e-06 4.38745e-06 4.69273e-06 4.47856e-06 1.53195e-06 2.8394e-06 0 4.81569e-35 2.1997e-06 2.54367e-06 1.80577e-06 2.80605e-06 2.36406e-06 3.57429e-06 2.25532e-06 4.75525e-06 8.05166e-06 5.52448e-06 1.08283e-34 2.83391e-06 8.82504e-06 2.72418e-06 3.89548e-06 3.93735e-06 2.71462e-06 2.29443e-06 2.72273e-06 2.04157e-06 3.0215e-06 0 0 7.01381e-06 0 2.95842e-06 2.91541e-06 0 0 0 4.57283e-06 0 2.94385e-06 9.64317e-35 1.72267e-06 1.80688e-06 0 0 5.9904e-06 0 0 5.14931e-06 5.38518e-06 3.75151e-06 5.4619e-06 3.1863e-06 0 0 1.27749e-35 0 Variance: 4.04835e-08 Variances/cluster: 2.24982e-08 1.69132e-07 3.09291e-08 5.07056e-08 2.51421e-08 2.55575e-08 0 3.21604e-08 2.19168e-08 2.65808e-08 4.30439e-08 1.72854e-08 2.39476e-08 3.30238e-08 2.72576e-06 3.37774e-08 7.5794e-07 0 4.57049e-08 4.09907e-08 1.26789e-07 5.46118e-08 2.32086e-08 3.26341e-08 0 2.67973e-31 2.58765e-08 2.56912e-08 1.98415e-08 2.98489e-08 2.0919e-08 4.10802e-08 2.10759e-08 2.95331e-08 3.21961e-08 4.09092e-08 0 2.46405e-08 9.80458e-08 1.93181e-08 4.93055e-08 3.1496e-08 3.66812e-08 2.73122e-08 3.40311e-08 2.72185e-08 2.11275e-08 0 0 4.40978e-08 0 2.06865e-08 3.78595e-08 0 0 0 2.61282e-08 0 2.2643e-08 6.86694e-32 1.95738e-08 2.05303e-08 0 0 3.54346e-08 0 0 3.9904e-08 4.23904e-08 4.07748e-08 6.57841e-08 3.03431e-08 0 0 0 0 -------------------------------------------------------------- Initialization seed trial #429 of 1000; initialization seed = 493576654 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 498908 Distortion: 0.0358504 Distortions/cluster: 2.75265e-06 5.78581e-06 3.09227e-06 4.81569e-35 4.11668e-06 2.74934e-06 2.49286e-06 1.08283e-34 2.57425e-06 7.87631e-06 4.69906e-06 2.37044e-35 2.97801e-06 3.39321e-06 2.54971e-06 1.27749e-35 2.53725e-06 1.89548e-06 0 0 1.59192e-05 3.59402e-06 4.62548e-06 3.36621e-06 3.18845e-06 3.83962e-06 5.20734e-06 2.09194e-06 3.20226e-06 2.58364e-06 3.3729e-06 2.05279e-06 2.96499e-06 0 5.29481e-06 6.44915e-06 0 0 2.37157e-06 4.27414e-06 4.69028e-06 3.23253e-06 0 0 2.63863e-06 1.62464e-06 3.01213e-06 0 0 0 3.35344e-06 2.45348e-05 2.76526e-06 2.20676e-06 2.25921e-06 2.91677e-06 3.85485e-06 3.11244e-06 0 3.78546e-06 2.6714e-06 2.25099e-06 3.93468e-06 4.3794e-06 2.57242e-06 2.85499e-06 0 3.42217e-06 3.2988e-06 5.55253e-06 0.0356196 3.05623e-06 2.69489e-06 0 3.92854e-06 2.33867e-06 Variance: 6.13456e-06 Variances/cluster: 1.14655e-07 3.21406e-08 2.64273e-08 2.67973e-31 3.88241e-08 2.56927e-08 3.15526e-08 0 3.57507e-08 9.05237e-08 2.81356e-08 0 4.07917e-08 2.75779e-08 2.3827e-08 0 3.5228e-08 2.01625e-08 0 0 7.5794e-07 3.99207e-08 2.8543e-08 3.46928e-08 2.84656e-08 3.42792e-08 5.00662e-08 2.49017e-08 3.81096e-08 2.48397e-08 3.55011e-08 3.30986e-08 4.17477e-08 0 3.04199e-08 2.95807e-08 0 0 5.26974e-08 1.64378e-07 3.27885e-08 1.8902e-08 0 0 2.86782e-08 2.28799e-08 4.63265e-08 0 0 0 3.99185e-08 2.72576e-06 2.06338e-08 1.98784e-08 2.09168e-08 3.94133e-08 3.5041e-08 3.8902e-08 0 2.7036e-08 1.99341e-08 3.40948e-08 3.17284e-08 3.53065e-08 2.79587e-08 1.0977e-07 0 1.95535e-08 4.45634e-08 2.83267e-08 0.035575 2.31505e-08 3.69043e-08 0 3.70495e-08 3.20338e-08 -------------------------------------------------------------- Initialization seed trial #430 of 1000; initialization seed = 493576655 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 727590 Distortion: 0.000205145 Distortions/cluster: 2.8498e-06 2.86288e-06 3.92819e-06 2.7178e-06 4.81569e-35 2.85599e-06 3.35177e-06 2.36197e-06 5.9104e-06 2.01098e-06 2.43139e-06 3.2874e-06 8.55988e-06 3.45144e-06 2.80244e-06 2.37044e-35 2.96366e-06 4.34245e-06 2.96014e-06 1.84831e-06 4.30752e-06 3.53266e-06 1.08283e-34 3.77719e-06 1.27749e-35 0 3.48458e-06 3.0354e-06 3.40088e-06 2.9958e-06 2.96169e-06 2.36339e-06 2.04769e-06 2.29923e-06 2.6152e-06 2.56371e-06 5.25522e-06 2.43919e-06 3.09124e-06 0 2.25586e-06 3.61946e-06 2.09557e-06 2.8108e-06 9.64317e-35 5.34222e-06 1.64622e-06 0 2.38906e-06 4.01221e-06 0 2.65851e-06 2.54133e-06 1.58664e-06 0 1.64393e-06 2.54729e-06 0 3.34346e-06 2.56184e-06 1.81379e-06 9.85484e-06 2.71445e-06 2.83766e-06 2.51803e-06 3.22186e-06 3.59244e-06 2.3825e-06 3.66851e-06 1.37234e-06 2.62274e-06 4.50206e-06 3.63329e-06 3.12159e-06 0 4.56695e-06 Variance: 3.51035e-08 Variances/cluster: 3.51712e-08 2.8336e-08 5.8612e-08 2.61304e-08 2.67973e-31 2.91403e-08 3.85134e-08 3.28026e-08 3.93959e-07 3.46605e-08 1.94489e-08 2.28272e-08 9.61687e-08 3.02732e-08 2.64358e-08 0 3.3667e-08 2.27334e-08 7.39786e-08 2.17427e-08 2.44665e-08 5.35205e-08 0 2.86056e-08 0 0 2.43656e-08 3.79301e-08 3.50576e-08 3.4423e-08 2.69221e-08 1.80396e-08 2.27494e-08 3.06537e-08 2.37724e-08 2.9808e-08 1.75159e-06 1.96686e-08 3.96192e-08 0 3.00682e-08 3.84934e-08 1.30959e-07 3.51328e-08 6.86694e-32 4.30687e-08 1.71466e-08 0 2.09548e-08 1.14597e-07 0 2.8894e-08 3.09889e-08 1.80284e-08 0 2.83411e-08 2.73811e-08 0 2.08948e-08 2.48693e-08 2.08464e-08 8.95767e-07 3.39198e-08 3.83434e-08 4.05999e-08 3.74602e-08 2.46032e-08 5.06876e-08 3.66732e-08 2.91962e-08 2.38402e-08 2.98119e-08 2.07598e-08 3.7159e-08 0 1.69132e-07 -------------------------------------------------------------- Initialization seed trial #431 of 1000; initialization seed = 493576656 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 493806 Distortion: 0.0397398 Distortions/cluster: 1.90796e-06 2.12157e-06 3.64065e-06 4.54787e-06 6.7555e-06 3.62244e-06 3.23009e-06 3.10247e-06 4.25897e-06 4.06485e-06 3.10709e-06 2.12842e-06 1.58994e-06 2.14425e-06 2.75535e-06 5.86084e-06 2.32156e-06 2.52558e-06 1.80315e-06 0.00391362 4.98995e-06 2.06906e-06 2.37044e-35 9.85484e-06 1.88637e-06 1.95873e-06 2.37072e-06 0 2.16673e-06 2.44846e-06 0.0356196 2.4059e-06 2.02708e-06 2.35933e-06 3.70165e-06 2.17453e-06 1.82611e-06 4.60377e-06 5.11359e-06 0 2.4628e-06 2.2375e-06 8.43383e-06 0 1.28805e-06 2.26362e-06 4.93795e-06 1.7442e-06 5.7157e-06 3.0469e-06 3.06901e-06 2.18379e-06 2.23371e-06 2.46746e-06 2.41985e-06 5.25522e-06 3.3034e-06 2.11028e-06 4.82774e-06 0 1.85581e-06 0 2.1646e-06 4.56695e-06 2.32334e-06 0 3.25379e-06 2.1689e-06 5.93515e-06 2.3325e-06 3.40869e-06 0 2.6944e-06 0 4.81569e-35 2.44736e-06 Variance: 6.8001e-06 Variances/cluster: 1.64465e-08 3.85707e-08 2.20626e-08 3.72656e-08 4.62556e-08 3.12176e-08 1.96939e-08 3.87681e-08 1.18266e-07 3.87002e-08 2.25125e-08 1.85063e-08 2.304e-08 2.61471e-08 1.91327e-08 2.94418e-08 3.68469e-08 2.77504e-08 2.86189e-08 0.00391989 4.45389e-08 3.04247e-08 0 8.95767e-07 2.54893e-08 2.08353e-08 3.43552e-08 0 2.54887e-08 1.63213e-07 0.035575 3.53777e-08 4.94365e-08 3.41903e-08 4.0675e-08 3.95333e-08 2.12319e-08 4.1844e-07 3.59996e-08 0 2.67672e-08 3.2425e-08 9.58293e-08 0 2.25953e-08 2.1975e-08 3.18474e-08 2.23596e-08 5.05662e-08 2.27361e-08 2.05949e-08 3.46607e-08 3.14579e-08 3.62834e-08 3.14235e-08 1.75159e-06 6.47508e-08 1.99061e-08 3.0937e-08 0 2.1831e-08 0 2.16439e-08 1.69132e-07 2.27753e-08 0 3.96683e-08 2.19062e-08 4.63533e-08 2.15953e-08 2.52473e-08 0 2.72138e-08 0 2.67973e-31 2.65991e-08 -------------------------------------------------------------- Initialization seed trial #432 of 1000; initialization seed = 493576657 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 726936 Distortion: 0.000208958 Distortions/cluster: 2.86058e-06 4.53431e-06 8.00262e-06 2.83873e-06 3.69546e-06 2.85499e-06 2.24929e-06 1.08283e-34 3.24837e-06 3.58841e-06 7.41393e-06 3.32319e-06 4.51468e-06 5.14598e-06 4.81569e-35 2.53326e-06 5.9104e-06 1.27749e-35 5.9799e-06 5.25522e-06 3.25185e-06 3.49906e-06 2.01099e-06 2.37044e-35 9.85484e-06 3.33659e-06 1.78184e-06 2.12752e-06 3.31026e-06 1.97221e-06 3.68202e-06 2.21542e-06 3.37719e-06 9.64317e-35 3.48437e-06 4.76267e-06 1.81966e-06 4.54018e-06 3.00092e-06 3.55821e-06 1.86309e-06 2.75265e-06 0 2.9549e-06 3.41989e-06 0 1.59426e-06 2.41124e-06 1.14312e-06 2.01785e-06 3.3305e-06 5.66282e-06 1.7893e-06 0 0 2.6053e-06 2.71915e-06 0 3.59691e-06 2.56863e-06 1.68731e-06 0 2.40106e-06 2.26424e-06 3.62769e-06 0 2.46542e-06 4.03172e-06 0 3.31029e-06 0 2.62874e-06 4.27414e-06 2.65214e-06 1.94394e-06 1.70701e-06 Variance: 3.57561e-08 Variances/cluster: 2.88924e-08 3.84141e-08 9.09302e-08 2.15037e-08 3.13147e-08 1.0977e-07 1.90601e-08 0 3.03559e-08 5.35538e-08 5.07644e-08 2.1031e-08 4.1029e-08 4.0191e-08 2.67973e-31 1.91891e-08 3.93959e-07 0 4.52877e-08 1.75159e-06 2.08433e-08 3.1239e-08 2.7545e-08 0 8.95767e-07 2.58628e-08 2.34425e-08 4.94733e-08 2.4338e-08 4.02357e-08 2.87564e-08 1.77218e-08 2.88554e-08 6.86694e-32 3.74641e-08 4.21337e-08 1.93558e-08 3.15262e-08 3.70452e-08 3.59384e-08 2.11689e-08 1.14655e-07 0 5.18358e-08 4.06999e-08 0 1.83227e-08 3.34869e-08 3.08922e-08 2.92417e-08 2.4308e-08 4.07265e-08 2.03311e-08 0 0 2.68564e-08 2.2848e-08 0 2.39715e-08 2.19515e-08 2.67797e-08 0 2.10601e-08 3.14449e-08 3.42206e-08 0 2.54083e-08 3.00844e-08 0 3.09271e-08 0 3.45771e-08 1.64378e-07 3.68321e-08 3.03714e-08 2.13357e-08 -------------------------------------------------------------- Initialization seed trial #433 of 1000; initialization seed = 493576658 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 722858 Distortion: 0.000232404 Distortions/cluster: 3.6794e-06 3.10007e-06 1.91019e-06 4.81569e-35 1.56194e-06 4.35354e-06 1.08283e-34 9.64317e-35 2.34475e-06 2.89834e-06 9.27426e-06 3.15861e-06 2.12944e-06 4.93201e-06 2.97467e-06 2.45348e-05 7.05581e-06 5.04121e-06 2.71475e-06 3.02116e-06 1.94268e-06 2.37044e-35 7.76697e-06 2.75265e-06 4.39029e-06 1.97034e-06 3.42554e-06 2.6185e-06 3.99131e-06 1.27749e-35 3.89153e-06 2.86341e-06 0 0 3.60837e-06 6.16955e-06 3.69385e-06 1.66698e-06 2.6942e-06 0 4.59195e-06 0 3.72696e-06 3.51579e-06 4.26925e-06 4.22443e-06 0 2.43656e-06 2.78627e-06 0 0 3.07769e-06 2.71459e-06 2.40019e-06 2.20058e-06 2.81312e-06 2.85499e-06 3.44585e-06 1.73344e-06 4.29664e-06 2.2249e-06 3.51534e-06 0 1.8347e-06 0 1.42826e-05 0 0 2.07639e-06 1.71993e-06 9.70658e-06 3.5497e-06 4.27414e-06 0 0 0 Variance: 3.97679e-08 Variances/cluster: 2.45272e-08 3.48292e-08 2.61646e-08 2.67973e-31 2.44031e-08 2.54571e-08 0 6.86694e-32 2.23283e-08 3.76376e-08 3.18599e-08 3.67159e-08 1.74529e-08 3.04418e-08 2.37953e-08 2.72576e-06 3.44074e-08 3.93716e-08 3.52537e-08 4.71915e-08 2.49032e-08 0 9.03049e-08 1.14655e-07 3.91868e-08 1.97012e-08 4.2287e-08 2.4243e-08 7.67488e-08 0 2.99317e-08 3.8682e-08 0 0 3.83746e-08 4.43711e-08 2.38292e-08 2.73245e-08 2.26383e-08 0 2.90604e-08 0 4.1407e-08 3.86327e-08 2.45335e-08 2.76083e-08 0 1.87406e-08 3.23956e-08 0 0 3.84584e-08 2.88762e-08 2.60868e-08 1.88067e-08 3.8533e-08 1.0977e-07 2.23737e-08 4.95225e-08 3.76786e-08 3.90298e-08 3.05655e-08 0 2.08468e-08 0 7.14025e-07 0 0 1.9963e-08 2.8663e-08 4.4716e-08 3.8571e-08 1.64378e-07 0 0 0 -------------------------------------------------------------- Initialization seed trial #434 of 1000; initialization seed = 493576659 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 723040 Distortion: 0.000229145 Distortions/cluster: 2.42372e-06 7.76697e-06 4.33273e-06 1.63287e-06 1.08283e-34 3.30965e-06 2.1155e-06 1.2865e-06 6.41423e-06 9.64317e-35 2.37044e-35 4.77335e-06 2.70451e-06 3.89157e-06 3.07965e-06 1.62314e-06 2.00838e-06 0 2.7776e-06 2.51293e-06 3.61578e-06 4.03439e-06 3.07735e-06 4.64406e-06 1.27749e-35 3.53782e-06 2.94282e-06 1.73487e-06 5.13811e-06 5.2903e-06 3.08861e-06 2.62017e-06 3.8209e-06 4.27414e-06 3.0274e-06 2.29379e-06 2.97123e-06 3.16567e-06 3.30847e-06 0 0 3.03889e-06 2.5891e-06 2.52278e-06 4.21704e-06 1.77308e-06 0 4.35022e-06 3.51759e-06 3.45308e-06 2.42275e-06 6.52445e-06 0 0 1.86086e-06 1.82959e-06 0 3.5036e-06 0 1.59192e-05 4.81569e-35 2.02817e-06 2.85499e-06 3.89769e-06 3.14649e-06 0 3.78047e-06 3.79648e-06 0 4.93642e-06 2.40388e-06 0 1.70101e-06 3.30275e-06 0 2.45348e-05 Variance: 3.92102e-08 Variances/cluster: 2.3303e-08 9.03049e-08 3.63979e-08 1.92085e-08 0 2.62646e-08 2.45908e-08 1.73831e-08 3.91079e-08 6.86694e-32 0 2.75892e-08 4.09638e-08 3.89125e-08 3.31038e-08 2.05441e-08 1.84233e-08 0 3.85658e-08 2.48776e-08 2.3477e-08 2.65332e-08 3.53604e-08 3.36497e-08 0 3.36827e-08 2.72459e-08 2.75287e-08 2.55606e-08 2.89062e-08 2.78228e-08 3.90941e-08 3.81967e-08 1.64378e-07 2.328e-08 2.49295e-08 4.30574e-08 4.79502e-08 3.30816e-08 0 0 3.6601e-08 2.53811e-08 2.27258e-08 3.83253e-08 2.08573e-08 0 4.02665e-08 3.78111e-08 3.55956e-08 2.01878e-08 5.48225e-08 0 0 1.64663e-08 1.98851e-08 0 2.73689e-08 0 7.5794e-07 2.67973e-31 1.94994e-08 1.0977e-07 2.45114e-08 3.65842e-08 0 4.10895e-08 3.16347e-08 0 4.36813e-08 1.0923e-07 0 2.83476e-08 3.55016e-08 0 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #435 of 1000; initialization seed = 493576660 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498641 Distortion: 0.0358295 Distortions/cluster: 5.25522e-06 3.63097e-06 3.49658e-06 3.43976e-06 4.27414e-06 4.81569e-35 2.91887e-06 3.10037e-06 1.38516e-06 2.76251e-06 1.37148e-06 3.54447e-06 2.89545e-06 2.93147e-06 2.53816e-06 3.07555e-06 1.78024e-06 2.49701e-06 3.34662e-06 3.65833e-06 2.19319e-06 6.51012e-06 6.45786e-06 5.10529e-06 2.93973e-06 2.21941e-06 7.76697e-06 3.63386e-06 0.0356196 2.43851e-06 2.4326e-06 4.40643e-06 1.63324e-06 2.25875e-06 1.60145e-06 2.12271e-06 2.57771e-06 4.98412e-06 2.41871e-06 3.98604e-06 2.88233e-06 2.37044e-35 2.85499e-06 4.35077e-06 0 0 0 5.09517e-06 2.89489e-06 2.6215e-06 9.85484e-06 5.30066e-06 3.18921e-06 4.7723e-06 0 3.15124e-06 0 0 1.76738e-06 5.80876e-06 0 0 2.75265e-06 5.54375e-06 2.24098e-06 0 2.13565e-06 1.08283e-34 3.66696e-06 3.19935e-06 3.34215e-06 1.91281e-06 2.19042e-06 2.80224e-06 1.27749e-35 0 Variance: 6.13098e-06 Variances/cluster: 1.75159e-06 3.27009e-08 2.93797e-08 4.98472e-08 1.64378e-07 2.67973e-31 2.41208e-08 2.67185e-08 1.64881e-08 2.40194e-08 2.3243e-08 2.18775e-08 2.86654e-08 2.17126e-08 3.52494e-08 2.13561e-08 2.28209e-08 3.4203e-08 2.90985e-08 2.54029e-08 2.43659e-08 4.42723e-08 4.0355e-07 3.98731e-08 2.96916e-08 1.84929e-08 9.03049e-08 4.84368e-08 0.035575 3.29499e-08 3.63044e-08 2.95637e-08 2.06721e-08 2.50948e-08 1.92924e-08 2.14396e-08 3.48313e-08 3.05748e-08 4.47867e-08 4.06605e-08 3.55821e-08 0 1.0977e-07 3.1747e-08 0 0 0 4.31656e-08 1.78681e-08 3.3606e-08 8.95767e-07 3.98416e-08 3.06628e-08 2.90968e-08 0 3.3168e-08 0 0 2.05485e-08 4.33347e-08 0 0 1.14655e-07 4.26305e-08 2.98771e-08 0 2.01459e-08 0 2.63723e-08 2.4799e-08 4.1763e-08 5.62545e-08 3.71228e-08 2.54726e-08 0 0 -------------------------------------------------------------- Initialization seed trial #436 of 1000; initialization seed = 493576661 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 594862 Distortion: 0.00414971 Distortions/cluster: 1.60103e-06 9.43454e-06 8.29035e-06 1.80564e-06 3.27571e-06 0.00391362 2.37044e-35 1.47008e-06 2.47859e-06 1.78071e-06 1.78097e-06 4.56695e-06 4.47192e-06 6.31017e-06 1.94261e-06 1.59192e-05 2.79664e-06 2.18274e-06 9.64317e-35 2.43438e-06 1.78284e-06 2.94446e-06 1.89597e-06 2.4174e-06 4.03606e-06 3.47518e-06 1.52402e-06 9.12883e-06 3.43711e-06 3.14287e-06 5.29266e-06 2.58115e-06 0 5.06693e-06 2.45348e-05 2.707e-06 0 2.12393e-06 1.5832e-06 2.3607e-06 6.60347e-06 5.5072e-06 2.62616e-06 0 5.40168e-06 6.08657e-06 2.09295e-06 2.75328e-06 4.01555e-06 0 0 2.13692e-06 0 7.61838e-06 0 0 3.0895e-06 4.81569e-35 5.9147e-06 2.34427e-06 2.07616e-06 4.68747e-06 0 0 0 0 2.98554e-06 2.26972e-06 2.09056e-06 0 0 2.21308e-06 5.54074e-06 0 2.04492e-06 3.41628e-06 Variance: 7.10081e-07 Variances/cluster: 3.33518e-08 4.04786e-08 9.41992e-08 2.61663e-08 2.30656e-08 0.00391989 0 2.9399e-08 1.77026e-08 2.50782e-08 4.9467e-08 1.69132e-07 4.34027e-08 4.35044e-08 2.55584e-08 7.5794e-07 3.17771e-08 1.9662e-08 6.86694e-32 2.06286e-08 2.66073e-08 4.03316e-08 3.00921e-08 3.60777e-08 3.12846e-08 2.30124e-08 2.98794e-08 4.32503e-08 4.70795e-08 2.53428e-08 4.52219e-08 3.91049e-08 0 2.86242e-08 2.72576e-06 2.11465e-08 0 1.98477e-08 3.36831e-08 3.52316e-08 3.01429e-08 4.1085e-08 2.01988e-08 0 2.82786e-08 4.54076e-08 2.71785e-08 2.27524e-08 4.77884e-08 0 0 2.67091e-08 0 5.18102e-08 0 0 2.45177e-08 2.67973e-31 3.28487e-08 2.19071e-08 2.20849e-08 2.7571e-08 0 0 0 0 3.0462e-08 2.10141e-08 3.66741e-08 0 0 2.57305e-08 1.38473e-07 0 3.19492e-08 2.91962e-08 -------------------------------------------------------------- Initialization seed trial #437 of 1000; initialization seed = 493576662 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498551 Distortion: 0.0358301 Distortions/cluster: 3.44909e-06 3.64635e-06 6.0537e-06 3.03317e-06 1.98603e-06 2.37044e-35 1.69117e-06 6.07641e-06 1.81993e-06 3.42402e-06 3.08489e-06 3.04722e-06 5.46673e-06 3.45607e-06 2.40672e-06 0.0356196 3.03553e-06 1.56563e-06 2.22543e-06 3.35438e-06 2.12145e-06 2.57931e-06 3.39803e-06 7.45664e-06 3.83996e-06 0 1.73258e-06 3.12852e-06 7.89415e-06 3.75198e-06 0 1.22899e-06 1.24758e-06 4.86045e-06 2.37113e-06 2.71339e-06 2.29356e-06 4.27414e-06 1.41213e-06 4.57698e-06 1.9759e-06 1.78679e-06 6.16014e-06 1.70171e-06 1.27749e-35 4.6518e-06 9.85484e-06 2.54865e-06 4.09348e-06 1.08283e-34 1.80956e-06 0 2.26301e-06 3.12433e-06 2.85499e-06 5.25522e-06 2.732e-06 3.116e-06 0 3.69808e-06 0 1.64104e-06 0 2.6782e-06 0 2.45675e-06 1.50002e-06 2.46875e-06 4.30346e-06 0 3.74315e-06 6.45786e-06 4.81569e-35 0 5.22198e-06 2.75265e-06 Variance: 6.13109e-06 Variances/cluster: 2.55467e-08 2.91612e-08 4.51623e-08 3.7902e-08 2.36411e-08 0 2.52392e-08 5.52353e-08 1.87605e-08 3.05615e-08 3.85582e-08 4.91443e-08 4.27054e-08 3.59975e-08 3.38944e-08 0.035575 3.33545e-08 3.01056e-08 2.13958e-08 3.99301e-08 1.96413e-08 1.95379e-08 2.19203e-08 4.93779e-08 2.14504e-08 0 2.30987e-08 3.09729e-08 9.07286e-08 2.56901e-08 0 2.4577e-08 3.04258e-08 4.71743e-08 2.66393e-08 2.5121e-08 3.27544e-08 1.64378e-07 2.20619e-08 4.19769e-08 3.95048e-08 2.3203e-08 4.13299e-08 2.61779e-08 0 3.66165e-08 8.95767e-07 3.10784e-08 3.62141e-08 0 2.44514e-08 0 2.24034e-08 2.28033e-08 1.0977e-07 1.75159e-06 2.13419e-08 2.91189e-08 0 2.06579e-08 0 2.10371e-08 0 2.73262e-08 0 1.90429e-08 1.9479e-08 2.0744e-08 3.91095e-08 0 2.75141e-08 4.0355e-07 2.67973e-31 0 4.01571e-08 1.14655e-07 -------------------------------------------------------------- Initialization seed trial #438 of 1000; initialization seed = 493576663 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 594432 Distortion: 0.00414334 Distortions/cluster: 2.56185e-06 4.81569e-35 3.01629e-06 3.24337e-06 3.61756e-06 3.50099e-06 2.73629e-06 3.06443e-06 3.52681e-06 2.34753e-06 0 2.74697e-06 3.93233e-06 4.83983e-06 2.07413e-06 1.39908e-06 2.33643e-06 2.37044e-35 2.94988e-06 2.20138e-06 3.39623e-06 3.10077e-06 2.55194e-06 1.59192e-05 2.72784e-06 2.4063e-06 2.45351e-06 1.84608e-06 4.47856e-06 3.78378e-06 0 5.18454e-06 2.50629e-06 1.41192e-06 9.64317e-35 3.10623e-06 4.59463e-06 2.72049e-06 4.30906e-06 4.28537e-06 0 0 2.38914e-06 3.24156e-06 2.22865e-06 2.1442e-06 2.92535e-06 4.56695e-06 3.32311e-06 0 3.21981e-06 6.12517e-06 0 3.04149e-06 8.29035e-06 3.04338e-06 4.4157e-06 0 2.65289e-06 2.09448e-06 3.06936e-06 2.8649e-06 2.45348e-05 2.81354e-06 0 3.16507e-06 0 0 3.98447e-06 0 2.89898e-06 4.72145e-06 2.52323e-06 0 0.00391362 4.56344e-06 Variance: 7.08991e-07 Variances/cluster: 3.32679e-08 2.67973e-31 3.76911e-08 5.14664e-08 4.11051e-08 2.59309e-08 4.34187e-08 2.68786e-08 3.67347e-08 2.55143e-08 0 3.26923e-08 4.13904e-08 2.86355e-08 2.30383e-08 3.25259e-08 2.88422e-08 0 3.3896e-08 2.47265e-08 4.85133e-08 2.08081e-08 1.72413e-08 7.5794e-07 3.32634e-08 4.22017e-08 2.27157e-08 1.92277e-08 5.46118e-08 3.15289e-08 0 1.3639e-07 3.43214e-08 2.20587e-08 6.86694e-32 3.83455e-08 3.16842e-08 3.62614e-08 2.74436e-08 2.53546e-08 0 0 3.51231e-08 3.56099e-08 3.27635e-08 1.98517e-08 3.2144e-08 1.69132e-07 5.19079e-08 0 2.34994e-08 2.86197e-08 0 2.14171e-08 9.41992e-08 3.01226e-08 4.04981e-08 0 2.3892e-08 2.52317e-08 3.98487e-08 2.58013e-08 2.72576e-06 3.60674e-08 0 3.33056e-08 0 0 2.30296e-08 0 2.65938e-08 2.68241e-08 1.82827e-08 0 0.00391989 4.34574e-08 -------------------------------------------------------------- Initialization seed trial #439 of 1000; initialization seed = 493576664 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 726651 Distortion: 0.00021193 Distortions/cluster: 3.69426e-06 9.85484e-06 2.85499e-06 1.2872e-06 3.17795e-06 4.27414e-06 5.01353e-06 3.94516e-06 4.50893e-06 3.45711e-06 5.25522e-06 3.75761e-06 4.41233e-06 2.37044e-35 2.70721e-06 1.27749e-35 3.22021e-06 1.75176e-06 5.09434e-06 4.81569e-35 4.77894e-06 3.46855e-06 0 1.54653e-06 2.08208e-06 3.76294e-06 4.85292e-06 6.82623e-06 3.96637e-06 1.74133e-06 4.12064e-06 5.63256e-06 0 3.05852e-06 0 3.36202e-06 4.95833e-06 0 0 2.19319e-06 2.79408e-06 3.33476e-06 2.42069e-06 3.24883e-06 7.76697e-06 1.48474e-06 1.76798e-06 2.75265e-06 5.80658e-06 3.05723e-06 0 9.64317e-35 0 3.1205e-06 2.98483e-06 2.77992e-06 0 6.06784e-06 0 3.3205e-06 1.77347e-06 3.58193e-06 0 0 1.33598e-06 1.08283e-34 2.46238e-06 1.628e-06 1.10138e-06 3.81167e-06 2.50937e-06 3.17277e-06 0 3.43489e-06 6.45786e-06 3.3345e-06 Variance: 3.62646e-08 Variances/cluster: 3.15723e-08 8.95767e-07 1.0977e-07 1.73926e-08 2.25367e-08 1.64378e-07 4.07471e-08 2.9006e-08 3.75711e-08 3.84089e-08 1.75159e-06 2.4085e-08 4.08415e-08 0 2.00516e-08 0 3.87946e-08 1.88339e-08 2.97889e-08 2.67973e-31 3.7034e-08 2.70957e-08 0 1.75721e-08 2.23805e-08 2.80725e-08 4.25555e-08 4.98109e-08 2.91619e-08 2.71993e-08 2.20336e-08 2.80202e-08 0 2.12379e-08 0 3.39497e-08 3.34993e-08 0 0 2.46397e-08 2.63505e-08 2.97649e-08 2.63092e-08 2.15135e-08 9.03049e-08 4.01146e-08 3.33469e-08 1.14655e-07 5.42624e-08 3.32278e-08 0 6.86694e-32 0 4.58758e-08 3.73075e-08 4.0285e-08 0 4.21241e-08 0 2.72148e-08 2.46233e-08 4.36784e-08 0 0 1.7811e-08 0 2.46209e-08 2.08698e-08 2.11778e-08 4.05472e-08 2.10853e-08 3.1411e-08 0 3.4685e-08 4.0355e-07 2.77844e-08 -------------------------------------------------------------- Initialization seed trial #440 of 1000; initialization seed = 493576665 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 498377 Distortion: 0.0358269 Distortions/cluster: 2.73219e-06 6.16923e-06 6.45786e-06 3.59649e-06 2.31699e-06 1.62545e-06 2.15964e-06 2.42809e-06 2.37044e-35 2.44626e-06 3.27583e-06 2.80256e-06 2.85499e-06 1.08283e-34 3.08811e-06 4.07476e-06 3.90732e-06 1.65218e-06 9.85484e-06 3.4675e-06 4.74084e-06 4.44816e-06 6.00714e-06 2.69021e-06 2.46057e-06 2.26396e-06 0 4.55157e-06 2.3404e-06 2.49759e-06 1.90364e-06 0 2.45044e-06 3.93086e-06 2.45714e-06 3.76221e-06 2.18281e-06 3.35243e-06 2.20104e-06 0 2.09693e-06 1.76417e-06 1.78253e-06 2.82504e-06 0 2.36143e-06 2.44368e-06 1.79011e-06 5.25522e-06 1.27749e-35 3.42316e-06 4.81569e-35 7.76697e-06 2.69717e-06 2.67888e-06 4.27414e-06 0 3.45183e-06 2.44349e-06 3.61518e-06 2.55616e-06 3.33174e-06 2.57822e-06 2.98924e-06 2.83866e-06 0 0 2.21958e-06 1.93577e-06 3.64053e-06 4.7443e-06 2.99491e-06 0 3.06814e-06 4.62049e-06 0.0356196 Variance: 6.13054e-06 Variances/cluster: 3.33093e-08 5.50776e-08 4.0355e-07 3.95091e-08 3.35695e-08 2.1385e-08 3.08494e-08 2.75892e-08 0 3.05756e-08 3.85362e-08 3.83888e-08 1.0977e-07 0 3.43092e-08 2.82877e-08 3.15003e-08 1.94352e-08 8.95767e-07 4.38785e-08 2.94436e-08 3.02497e-08 3.17733e-08 4.2021e-08 2.53638e-08 2.93993e-08 0 3.88896e-08 2.65933e-08 3.32985e-08 1.84803e-08 0 2.14932e-08 3.38759e-08 2.53284e-08 3.41989e-08 2.16101e-08 2.04398e-08 2.29255e-08 0 2.95317e-08 1.95997e-08 2.09689e-08 3.86865e-08 0 1.93537e-08 3.59246e-08 3.8076e-08 1.75159e-06 0 4.07488e-08 2.67973e-31 9.03049e-08 2.69694e-08 1.94105e-08 1.64378e-07 0 3.87718e-08 1.9864e-08 3.8456e-08 1.111e-07 3.0013e-08 3.06904e-08 2.39116e-08 3.37825e-08 0 0 1.8342e-08 1.99541e-08 2.56353e-08 4.27377e-08 3.08727e-08 0 2.3599e-08 4.19905e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #441 of 1000; initialization seed = 493576666 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 691174 Distortion: 0.000472641 Distortions/cluster: 3.5642e-06 2.53059e-06 3.45486e-06 5.58558e-06 3.28353e-06 3.13686e-06 2.40229e-06 3.07816e-06 4.37057e-06 3.65444e-06 2.7223e-06 3.81687e-06 2.73884e-06 4.04513e-06 2.8986e-06 2.50255e-06 3.34893e-06 2.72296e-06 1.27749e-35 3.5698e-06 2.57817e-06 2.59459e-06 3.17452e-06 5.16739e-06 3.67979e-06 2.65997e-06 3.95514e-06 4.13663e-06 2.85499e-06 2.92828e-06 9.64317e-35 2.64053e-06 2.75265e-06 2.37044e-35 5.06898e-06 4.03698e-06 3.04765e-06 0 0.000272435 0 2.25287e-06 3.50197e-06 2.76346e-06 2.95619e-06 3.62258e-06 4.85057e-06 2.15771e-06 3.58133e-06 0 0 3.5134e-06 0 4.81444e-06 2.51966e-06 4.2298e-06 0 5.25522e-06 1.08283e-34 2.53303e-06 5.58964e-06 4.27414e-06 2.35413e-06 0 3.36941e-06 9.85484e-06 3.08358e-06 0 2.82389e-06 0 2.47147e-06 0 0 0 0 3.12957e-06 0 Variance: 8.08763e-08 Variances/cluster: 3.59903e-08 2.1086e-08 4.86454e-08 5.37028e-08 2.11822e-08 2.85075e-08 3.81191e-08 1.91173e-08 2.57066e-08 2.7676e-08 2.80625e-08 2.13214e-08 1.95608e-08 3.71002e-08 2.78688e-08 3.33567e-08 2.21764e-08 3.72979e-08 0 3.64234e-08 3.26243e-08 4.18343e-08 3.87008e-08 4.30478e-08 3.87315e-08 2.55745e-08 3.13798e-08 2.32375e-08 1.0977e-07 2.71047e-08 6.86694e-32 3.29957e-08 1.14655e-07 0 2.91226e-08 2.37449e-08 2.7453e-08 0 3.16754e-06 0 1.4079e-07 2.41494e-08 1.98793e-08 2.71184e-08 3.09594e-08 3.10903e-08 2.87669e-08 2.95952e-08 0 0 4.03714e-08 0 4.18509e-08 3.5485e-08 4.27215e-08 0 1.75159e-06 0 2.32368e-08 3.99189e-07 1.64378e-07 2.90607e-08 0 3.91768e-08 8.95767e-07 2.3182e-08 0 3.6671e-08 0 2.09422e-08 0 0 0 0 2.76929e-08 0 -------------------------------------------------------------- Initialization seed trial #442 of 1000; initialization seed = 493576667 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 499021 Distortion: 0.0358379 Distortions/cluster: 1.31121e-06 1.61122e-06 1.77925e-06 2.11102e-06 4.56695e-06 1.25733e-06 4.50233e-06 3.76307e-06 6.52138e-06 1.54606e-06 2.57402e-06 6.58026e-06 3.46602e-06 1.08283e-34 2.86145e-06 6.45786e-06 2.14186e-06 2.37044e-35 9.50715e-06 1.46417e-06 7.01559e-06 4.81569e-35 0.0356196 3.6828e-06 9.85484e-06 5.63493e-06 2.25867e-06 4.7544e-06 3.83105e-06 2.51303e-06 1.9866e-06 1.80402e-06 0 1.685e-06 5.25522e-06 7.97992e-06 0 0 1.71651e-06 1.27749e-35 2.24558e-06 3.80569e-06 1.6151e-06 2.77815e-06 2.42027e-06 9.27416e-06 6.78272e-06 3.77061e-06 8.43383e-06 1.73038e-06 5.51907e-06 2.34189e-06 0 2.41951e-06 4.96782e-06 0 1.80952e-06 7.05468e-06 0 0 0 2.66083e-06 0 3.19526e-06 0 0 3.8724e-06 0 3.72214e-06 2.12653e-06 4.34456e-06 2.19083e-06 1.4785e-06 2.17275e-06 0 1.60595e-06 Variance: 6.13242e-06 Variances/cluster: 2.62217e-08 2.03933e-08 1.95505e-08 2.17605e-08 1.69132e-07 2.46513e-08 3.31027e-08 4.00292e-08 3.32615e-08 2.37827e-08 2.16285e-08 4.73248e-08 2.28008e-08 0 1.94634e-08 4.0355e-07 3.05955e-08 0 4.0966e-08 3.40474e-08 4.32921e-08 2.67973e-31 0.035575 3.64601e-08 8.95767e-07 4.2038e-08 2.03466e-08 4.95207e-08 3.90892e-08 3.02748e-08 2.30974e-08 1.98222e-08 0 1.95909e-08 1.75159e-06 5.28305e-08 0 0 2.95924e-08 0 2.20135e-08 4.13636e-08 2.48447e-08 2.43676e-08 5.14912e-08 4.17617e-08 3.16846e-08 3.06527e-08 9.58293e-08 1.96614e-08 1.37931e-07 1.9678e-08 0 2.49412e-08 4.28119e-08 0 1.63005e-08 5.00182e-08 0 0 0 2.39692e-08 0 3.3281e-08 0 0 3.02504e-08 0 4.37859e-08 2.72601e-08 3.0168e-08 2.51798e-08 1.89535e-08 1.92262e-08 0 1.9583e-08 -------------------------------------------------------------- Initialization seed trial #443 of 1000; initialization seed = 493576668 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 594479 Distortion: 0.00412026 Distortions/cluster: 3.5964e-06 9.5109e-07 1.70782e-06 3.78282e-06 5.20317e-06 2.45707e-06 1.55447e-06 2.03759e-06 0 2.08765e-06 2.18712e-06 2.46312e-06 4.21537e-06 2.62924e-06 1.47077e-06 9.64317e-35 1.38841e-06 3.51527e-06 5.49823e-06 2.55607e-06 2.47752e-06 2.22308e-06 2.9594e-06 5.54413e-06 1.73053e-06 5.25522e-06 4.81569e-35 2.9656e-06 1.50023e-06 2.37044e-35 2.3164e-06 3.16222e-06 5.50457e-06 4.59476e-06 6.43407e-06 5.9104e-06 2.74609e-06 0.00391362 1.70773e-06 1.65338e-06 2.42004e-06 7.76697e-06 0 0 1.3836e-06 0 5.1515e-06 0 1.98113e-06 0 4.64181e-06 2.85499e-06 3.87651e-06 9.85484e-06 1.65089e-06 0 2.1818e-06 2.75265e-06 5.51674e-06 4.00221e-06 2.31783e-06 1.49043e-06 2.95201e-06 1.7016e-06 0 4.27414e-06 5.15695e-06 2.75147e-06 1.25461e-06 1.4188e-06 6.16089e-06 5.99338e-06 2.05911e-06 1.64741e-06 2.09775e-06 1.34333e-06 Variance: 7.05042e-07 Variances/cluster: 4.04054e-08 2.11328e-08 2.03288e-08 4.0673e-08 4.16115e-08 2.61367e-08 1.74645e-08 2.45469e-08 0 2.89926e-08 2.27805e-08 2.14166e-08 2.19531e-08 2.88904e-08 2.07132e-08 6.86694e-32 3.30544e-08 3.16664e-08 4.10181e-08 2.50573e-08 3.02109e-08 1.30756e-07 2.20831e-08 3.55277e-08 2.62179e-08 1.75159e-06 2.67973e-31 3.85112e-08 2.50009e-08 0 1.97966e-08 2.52955e-08 4.33288e-08 3.95976e-08 4.3755e-08 3.93959e-07 2.2882e-08 0.00391989 1.81653e-08 2.06648e-08 2.52066e-08 9.03049e-08 0 0 2.09617e-08 0 4.8584e-08 0 1.94206e-08 0 2.82944e-08 1.0977e-07 3.72709e-08 8.95767e-07 2.75124e-08 0 2.37125e-08 1.14655e-07 4.14669e-08 4.08354e-08 5.03833e-08 2.52593e-08 2.02175e-08 2.57792e-08 0 1.64378e-07 3.12441e-08 3.62007e-08 1.90076e-08 1.89153e-08 4.56214e-08 3.17005e-08 1.75977e-08 1.58391e-08 2.20794e-08 2.53429e-08 -------------------------------------------------------------- Initialization seed trial #444 of 1000; initialization seed = 493576669 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 726777 Distortion: 0.000211266 Distortions/cluster: 5.0342e-06 3.23494e-06 3.59277e-06 3.29919e-06 3.49966e-06 3.47526e-06 4.44211e-06 3.09555e-06 2.45879e-06 5.0685e-06 6.72575e-06 4.87765e-06 2.56678e-06 2.20165e-06 2.68641e-06 0 2.99687e-06 2.4529e-06 3.2567e-06 5.24457e-06 2.37044e-35 2.09372e-06 2.37266e-06 3.45519e-06 9.64317e-35 2.73023e-06 3.25064e-06 2.12507e-06 9.85484e-06 2.31003e-06 3.51958e-06 0 3.22742e-06 0 4.05419e-06 3.24067e-06 2.49429e-06 3.02441e-06 2.71296e-06 2.41063e-06 4.70471e-06 2.45049e-06 3.84759e-06 2.72927e-06 2.69232e-06 3.46115e-06 2.46044e-06 3.08454e-06 5.88029e-06 0 5.3908e-06 0 2.78669e-06 4.81569e-35 2.49328e-06 3.99064e-06 0 0 6.45786e-06 5.43784e-06 2.81035e-06 2.27944e-06 2.7117e-06 3.5896e-06 1.27749e-35 2.26e-06 5.60487e-06 0 0 5.25522e-06 3.99332e-06 1.08283e-34 0 0 1.8065e-06 0 Variance: 3.61509e-08 Variances/cluster: 2.99557e-08 2.96757e-08 2.99372e-08 3.58491e-08 4.92866e-08 4.08819e-08 2.64388e-08 2.45657e-08 2.08354e-08 4.87208e-08 3.14184e-08 3.86991e-08 2.54107e-08 2.20141e-08 4.13157e-08 0 1.99774e-08 2.0104e-08 4.65104e-08 4.16098e-08 0 1.61041e-07 1.9936e-08 2.31871e-08 6.86694e-32 3.64003e-08 2.95485e-08 2.19057e-08 8.95767e-07 2.22092e-08 1.06645e-07 0 2.60253e-08 0 3.78772e-08 3.72462e-08 2.49399e-08 3.64355e-08 2.33855e-08 1.79882e-08 3.11543e-08 3.22405e-08 5.41867e-08 3.21059e-08 2.49266e-08 4.32512e-08 2.00012e-08 2.33657e-08 3.21223e-08 0 7.92686e-08 0 2.75885e-08 2.67973e-31 3.83555e-08 3.98932e-08 0 0 4.0355e-07 1.39385e-07 3.7459e-08 2.92208e-08 3.76601e-08 3.90049e-08 0 2.82475e-08 2.87404e-08 0 0 1.75159e-06 3.91373e-08 0 0 0 2.8672e-08 0 -------------------------------------------------------------- Initialization seed trial #445 of 1000; initialization seed = 493576670 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 499104 Distortion: 0.0358345 Distortions/cluster: 6.00901e-06 5.25522e-06 2.18448e-06 2.58765e-06 2.25287e-06 3.37281e-06 1.27749e-35 5.58964e-06 7.47935e-06 1.28448e-06 5.60539e-06 4.8912e-06 2.75439e-06 1.85782e-06 3.18365e-06 1.9956e-06 1.08283e-34 1.3656e-06 3.28035e-06 2.56683e-06 1.03262e-05 1.59948e-06 2.37044e-35 2.23332e-06 1.63472e-06 1.27311e-06 0 0 0.0356196 4.56695e-06 4.69273e-06 3.26755e-06 1.86407e-06 0 1.10353e-06 0 2.8542e-06 0 0 3.2521e-06 0 3.81037e-06 6.46472e-06 9.85484e-06 2.3278e-06 3.15083e-06 1.95032e-06 2.83918e-06 0 5.3823e-06 2.67217e-06 0 0 4.27682e-06 4.81569e-35 7.25181e-06 2.64085e-06 4.95557e-06 2.50742e-06 2.09143e-06 3.64628e-06 3.84389e-06 7.83325e-06 0 1.77241e-06 2.67464e-06 3.09453e-06 1.57767e-06 0 2.5526e-06 2.4122e-06 3.76408e-06 5.69246e-06 0 2.89734e-06 8.82504e-06 Variance: 6.13184e-06 Variances/cluster: 4.38483e-08 1.75159e-06 3.70218e-08 2.3522e-08 1.4079e-07 2.1481e-08 0 3.99189e-07 3.95606e-08 1.66796e-08 5.38933e-08 6.51941e-08 3.67223e-08 2.7726e-08 2.25771e-08 2.62557e-08 0 2.1335e-08 2.05004e-08 1.90119e-08 3.4295e-08 1.97443e-08 0 2.30219e-08 1.81614e-08 1.9584e-08 0 0 0.035575 1.69132e-07 1.26789e-07 3.7555e-08 2.35937e-08 0 2.16355e-08 0 2.59449e-08 0 0 3.45938e-08 0 4.09681e-08 4.16942e-08 8.95767e-07 2.73835e-08 2.7881e-08 2.70853e-08 3.78528e-08 0 4.37442e-08 2.8425e-08 0 0 4.85854e-08 2.67973e-31 4.73823e-08 2.56363e-08 4.19825e-08 1.70558e-08 1.95444e-08 4.19086e-08 2.35801e-08 3.34645e-08 0 1.94748e-08 3.26146e-08 2.71426e-08 2.1318e-08 0 2.1094e-08 2.34168e-08 2.49255e-08 4.21528e-08 0 3.01774e-08 9.80458e-08 -------------------------------------------------------------- Initialization seed trial #446 of 1000; initialization seed = 493576671 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 726067 Distortion: 0.000213961 Distortions/cluster: 2.78866e-06 1.27073e-06 5.37164e-06 2.85983e-06 3.19225e-06 6.21708e-06 2.22951e-06 2.09342e-06 3.2601e-06 9.64317e-35 4.14355e-06 3.5095e-06 4.46795e-06 2.29832e-06 3.66209e-06 3.69933e-06 8.90291e-06 9.85484e-06 3.2333e-06 2.24495e-06 3.9476e-06 2.65129e-06 4.19342e-06 5.25522e-06 5.356e-06 4.81569e-35 2.37044e-35 0 4.56695e-06 1.54146e-06 0 2.30624e-06 4.68628e-06 4.64062e-06 2.08414e-06 1.92208e-06 2.17743e-06 2.72236e-06 0 0 1.56451e-06 3.41302e-06 2.9535e-06 1.35673e-06 0 0 0 3.65075e-06 5.57197e-06 4.40767e-06 5.40328e-06 2.16174e-06 4.48231e-06 1.22408e-06 1.80289e-06 2.69027e-06 3.88798e-06 1.44748e-06 5.15584e-06 5.9104e-06 0 2.42892e-06 4.06236e-06 4.15604e-06 4.24775e-06 0 1.08283e-34 1.42828e-06 0 2.07317e-06 3.33292e-06 1.27749e-35 0 3.1801e-06 2.73098e-06 5.88515e-06 Variance: 3.66121e-08 Variances/cluster: 3.76721e-08 2.1177e-08 3.10396e-08 2.32486e-08 3.93986e-08 4.53655e-08 2.89521e-08 1.93812e-08 3.13445e-08 6.86694e-32 2.46615e-08 4.33135e-08 4.29473e-08 2.70366e-08 2.20588e-08 3.45619e-08 9.89109e-08 8.95767e-07 3.23301e-08 2.67233e-08 4.64381e-08 2.54902e-08 5.74248e-08 1.75159e-06 2.87931e-08 2.67973e-31 0 0 1.69132e-07 1.67536e-08 0 3.77947e-08 3.32254e-08 3.65373e-08 3.65517e-08 2.20909e-08 2.13455e-08 2.03143e-08 0 0 1.95543e-08 3.02012e-08 2.81261e-08 1.995e-08 0 0 0 2.66454e-08 3.89615e-08 4.89594e-08 2.88851e-08 2.09853e-08 4.30955e-08 2.78166e-08 2.1719e-08 3.84294e-08 2.81712e-08 1.74374e-08 3.18158e-08 3.93959e-07 0 3.57078e-08 3.72574e-08 1.18705e-07 4.20544e-08 0 0 1.51931e-08 0 2.18209e-08 3.20439e-08 0 0 2.3381e-08 4.07573e-08 5.44874e-08 -------------------------------------------------------------- Initialization seed trial #447 of 1000; initialization seed = 493576672 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 594950 Distortion: 0.0041293 Distortions/cluster: 2.90342e-06 2.17587e-06 4.63358e-06 1.64773e-06 1.76157e-06 2.31275e-06 6.58748e-06 1.57213e-06 1.53525e-06 3.31293e-06 2.93225e-06 5.25522e-06 0.00391362 1.53406e-06 3.45635e-06 2.44385e-06 1.57773e-06 6.82135e-06 1.98254e-06 2.027e-06 1.82421e-06 1.71246e-06 2.62714e-06 0 4.56695e-06 1.6886e-06 7.114e-06 6.82866e-06 3.10104e-06 9.64317e-35 2.37044e-35 4.76267e-06 2.70341e-06 3.53008e-06 0 1.71008e-06 2.10422e-06 1.93526e-06 1.48467e-06 6.49817e-06 0 0 1.66457e-06 6.63664e-06 1.40177e-06 4.68428e-06 1.34155e-06 1.95396e-06 0 0 0 9.23197e-06 0 3.00814e-06 1.36873e-06 2.12966e-06 1.71622e-06 2.17514e-06 2.11483e-06 3.94098e-06 5.27461e-06 9.85484e-06 0 1.21147e-05 6.45786e-06 8.27371e-06 2.47767e-06 0 0 1.78499e-06 2.12884e-06 1.37071e-06 5.83568e-06 4.81569e-35 3.5965e-06 2.47736e-06 Variance: 7.06588e-07 Variances/cluster: 2.30408e-08 2.47236e-08 2.95106e-08 3.50554e-08 3.45376e-08 3.4008e-08 4.09029e-08 2.61995e-08 3.56999e-08 1.92596e-08 2.34552e-08 1.75159e-06 0.00391989 2.22307e-08 2.22971e-08 2.10652e-08 3.21965e-08 4.76865e-08 3.41786e-08 3.49452e-08 3.44161e-08 3.7224e-08 2.0207e-08 0 1.69132e-07 2.11056e-08 5.22924e-08 4.34806e-08 2.06712e-08 6.86694e-32 0 4.21337e-08 4.43143e-08 2.55781e-08 0 3.41995e-08 3.62769e-08 2.05857e-08 4.78885e-08 4.00992e-08 0 0 2.05485e-08 4.95124e-08 2.86049e-08 3.04148e-08 2.43897e-08 2.91612e-08 0 0 0 3.1824e-08 0 2.01871e-08 2.63194e-08 2.99925e-08 1.97249e-08 2.36401e-08 2.37601e-08 3.23003e-08 4.08751e-08 8.95767e-07 0 4.29457e-08 4.0355e-07 9.40102e-08 2.47738e-08 0 0 2.09978e-08 2.66082e-08 3.11497e-08 1.42286e-07 2.67973e-31 2.30525e-08 2.63526e-08 -------------------------------------------------------------- Initialization seed trial #448 of 1000; initialization seed = 493576673 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 722279 Distortion: 0.000234279 Distortions/cluster: 3.42538e-06 2.34797e-06 2.74701e-06 3.7045e-06 4.56695e-06 4.42006e-06 2.54523e-06 6.48153e-06 1.45243e-06 1.1542e-06 1.27749e-35 4.35885e-06 4.85837e-06 2.37044e-35 2.45348e-05 3.64576e-06 3.05672e-06 3.34882e-06 4.27835e-06 1.11931e-06 2.78479e-06 2.07743e-06 1.22145e-06 0 6.69255e-06 0 2.29691e-06 0 1.56985e-06 8.16378e-06 3.43198e-06 4.81569e-35 2.45432e-06 1.8193e-06 5.63116e-06 1.36403e-06 2.40047e-06 0 4.5962e-06 2.13331e-06 6.34492e-06 4.87848e-06 1.85643e-06 0 4.9966e-06 0 1.60509e-06 3.28653e-06 4.9485e-06 0 3.36266e-06 0 3.23672e-06 5.32967e-06 5.18454e-06 2.89445e-06 3.69789e-06 1.08283e-34 4.9643e-06 3.21087e-06 0 0 1.93084e-06 0 0 0 3.73664e-06 0 5.20242e-06 3.76388e-06 2.72129e-06 9.64317e-35 3.30811e-06 4.75886e-06 1.42826e-05 4.09282e-06 Variance: 4.00888e-08 Variances/cluster: 3.80568e-08 2.25739e-08 2.56705e-08 2.30073e-08 1.69132e-07 3.08994e-08 1.94269e-08 4.94626e-08 1.8861e-08 2.17749e-08 0 2.94488e-08 3.37359e-08 0 2.72576e-06 3.96254e-08 2.52538e-08 3.07204e-08 4.27694e-08 1.57631e-08 3.05993e-08 2.44375e-08 1.93863e-08 0 3.91252e-08 0 1.91393e-08 0 1.80426e-08 9.38273e-08 5.27821e-08 2.67973e-31 4.02312e-08 1.62424e-08 4.81146e-08 2.72781e-08 2.4245e-08 0 2.52513e-08 2.4803e-08 4.69843e-08 2.48881e-08 2.61446e-08 0 4.2692e-08 0 1.95721e-08 3.82121e-08 3.05436e-08 0 2.92308e-08 0 3.55653e-08 2.69152e-08 1.3639e-07 2.75638e-08 4.25009e-08 0 5.70558e-08 2.89242e-08 0 0 2.50736e-08 0 0 0 2.54171e-08 0 4.12758e-08 5.3765e-08 3.58036e-08 6.86694e-32 3.03396e-08 3.12981e-08 7.14025e-07 3.89665e-08 -------------------------------------------------------------- Initialization seed trial #449 of 1000; initialization seed = 493576674 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 727053 Distortion: 0.000209251 Distortions/cluster: 2.5475e-06 5.81143e-06 2.07927e-06 1.70539e-06 2.09557e-06 2.89105e-06 2.89867e-06 7.145e-06 2.54378e-06 1.53878e-06 4.7304e-06 2.70693e-06 9.85484e-06 2.37044e-35 4.31396e-06 5.25743e-06 3.23244e-06 4.36404e-06 2.88983e-06 1.27749e-35 2.98478e-06 2.31954e-06 1.69721e-06 2.84114e-06 1.70105e-06 1.15395e-06 0 4.56695e-06 2.4924e-06 0 8.29035e-06 2.26355e-06 3.46186e-06 2.11129e-06 9.64317e-35 4.50236e-06 3.27153e-06 5.9104e-06 1.08283e-34 3.46271e-06 2.69503e-06 0 4.81569e-35 4.31455e-06 2.6058e-06 4.29493e-06 2.9862e-06 4.17747e-06 3.12457e-06 2.16337e-06 1.62101e-06 4.8158e-06 0 2.70183e-06 2.32529e-06 5.43174e-06 3.33538e-06 3.53205e-06 1.99068e-06 3.80579e-06 1.75236e-06 5.25522e-06 5.52972e-06 4.66026e-06 0 2.27788e-06 3.57551e-06 0 0 1.83171e-06 2.76437e-06 2.1313e-06 0 0 1.91424e-06 0 Variance: 3.58062e-08 Variances/cluster: 2.3586e-08 4.09123e-08 1.65007e-08 1.93776e-08 1.30959e-07 3.90658e-08 2.30031e-08 3.90313e-08 2.62222e-08 3.14012e-08 3.28393e-08 4.51005e-08 8.95767e-07 0 2.55242e-08 4.308e-08 4.0402e-08 6.05933e-08 2.55707e-08 0 1.98968e-08 2.6356e-08 2.09513e-08 3.6422e-08 2.93259e-08 2.09791e-08 0 1.69132e-07 3.2792e-08 0 9.41992e-08 3.23336e-08 5.32547e-08 2.01058e-08 6.86694e-32 2.79557e-08 2.2717e-08 3.93959e-07 0 4.22141e-08 2.86681e-08 0 2.67973e-31 2.67897e-08 2.28559e-08 2.34675e-08 2.69004e-08 3.42302e-08 3.7194e-08 1.71681e-08 2.38362e-08 4.18627e-08 0 3.10524e-08 3.36969e-08 4.30962e-08 2.39927e-08 2.22115e-08 4.14695e-08 2.47105e-08 2.46791e-08 1.75159e-06 1.38197e-07 3.98182e-08 0 3.208e-08 3.6849e-08 0 0 2.20669e-08 2.00294e-08 2.44954e-08 0 0 3.0382e-08 0 -------------------------------------------------------------- Initialization seed trial #450 of 1000; initialization seed = 493576675 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 61 BIC score: 498980 Distortion: 0.0358313 Distortions/cluster: 2.60021e-06 3.30276e-06 2.92389e-06 3.1795e-06 2.22308e-06 2.28158e-06 3.24393e-06 4.56695e-06 0.0356196 1.27749e-35 2.58154e-06 2.37044e-35 7.80634e-06 3.32025e-06 2.11655e-06 0 5.25522e-06 0 2.76473e-06 2.33009e-06 2.74535e-06 2.18811e-06 2.96155e-06 0 3.40471e-06 4.68614e-06 2.46079e-06 5.9104e-06 6.07145e-06 5.54074e-06 4.44694e-06 2.12584e-06 1.87594e-06 8.29035e-06 0 9.85484e-06 0 3.10934e-06 1.08283e-34 0 2.61962e-06 4.1169e-06 1.8974e-06 2.87857e-06 3.95568e-06 2.46128e-06 6.23578e-06 3.28229e-06 0 6.30643e-06 3.24303e-06 3.56216e-06 0 2.60724e-06 2.81954e-06 0 2.54159e-06 3.37907e-06 0 2.58491e-06 4.73709e-06 2.3978e-06 5.02517e-06 3.32486e-06 6.26611e-06 3.21353e-06 3.30634e-06 0 3.15094e-06 4.81569e-35 0 2.84434e-06 2.81934e-06 0 2.73423e-06 1.30455e-06 Variance: 6.1313e-06 Variances/cluster: 2.13113e-08 2.24658e-08 2.00242e-08 2.7888e-08 1.30756e-07 1.98381e-08 1.93074e-08 1.69132e-07 0.035575 0 3.58429e-08 0 4.97181e-08 3.68797e-08 3.20583e-08 0 1.75159e-06 0 2.03271e-08 2.2842e-08 3.75951e-08 2.18792e-08 2.82025e-08 0 2.06328e-08 3.54898e-08 3.03775e-08 3.93959e-07 4.49588e-08 1.38473e-07 4.11721e-08 2.95227e-08 3.40967e-08 9.41992e-08 0 8.95767e-07 0 2.61266e-08 0 0 2.21979e-08 3.95737e-08 2.96443e-08 3.23405e-08 5.90221e-08 2.51129e-08 2.99698e-08 3.86122e-08 0 4.34891e-08 2.0921e-08 2.21233e-08 0 4.41759e-08 3.167e-08 0 3.02544e-08 2.96385e-08 0 2.11854e-08 3.19969e-08 2.60607e-08 2.9902e-08 2.37462e-08 5.54475e-08 3.53021e-08 2.64478e-08 0 2.35122e-08 2.67973e-31 0 2.60917e-08 3.75788e-08 0 3.96144e-08 2.66211e-08 -------------------------------------------------------------- Initialization seed trial #451 of 1000; initialization seed = 493576676 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 498463 Distortion: 0.0358235 Distortions/cluster: 2.07828e-06 1.76272e-06 2.37044e-35 4.81569e-35 4.56782e-06 3.37325e-06 3.97091e-06 2.84175e-06 4.4713e-06 2.02427e-06 2.55616e-06 5.08165e-06 5.58964e-06 2.19698e-06 3.73669e-06 2.20577e-06 3.38516e-06 3.61438e-06 5.0504e-06 2.85635e-06 4.94606e-06 1.98346e-06 2.38823e-06 3.13024e-06 1.08283e-34 2.15554e-06 4.46878e-06 1.90973e-06 3.59462e-06 1.56767e-06 3.20651e-06 1.37305e-06 2.38587e-06 2.17106e-06 4.37479e-06 2.85499e-06 3.17766e-06 2.53644e-06 5.25522e-06 0 3.15143e-06 0.0356196 2.7955e-06 3.49294e-06 4.80033e-06 1.41199e-06 4.27414e-06 9.85484e-06 3.43289e-06 3.70995e-06 1.60859e-06 0 2.50997e-06 1.27749e-35 1.85071e-06 2.5463e-06 1.90486e-06 0 1.60458e-06 2.31904e-06 4.52651e-06 0 3.12092e-06 2.3257e-06 0 1.20899e-06 2.25287e-06 1.87635e-06 4.82383e-06 7.89415e-06 1.57382e-06 3.88465e-06 0 2.47978e-06 0 1.83167e-06 Variance: 6.12996e-06 Variances/cluster: 3.01173e-08 1.87502e-08 0 2.67973e-31 3.68255e-08 2.85774e-08 3.85399e-08 4.17765e-08 4.06348e-08 1.68674e-08 1.111e-07 2.98822e-08 3.99189e-07 3.92282e-08 4.19816e-08 3.67605e-08 2.36702e-08 2.71669e-08 3.73983e-08 2.64447e-08 3.1294e-08 2.20358e-08 2.62411e-08 3.72525e-08 0 1.82651e-08 3.91882e-08 3.35011e-08 2.68231e-08 2.61256e-08 3.37497e-08 2.54239e-08 2.38566e-08 1.79411e-08 2.68368e-08 1.0977e-07 2.37118e-08 3.96294e-08 1.75159e-06 0 3.98783e-08 0.035575 3.82913e-08 2.86281e-08 3.96593e-08 1.96087e-08 1.64378e-07 8.95767e-07 3.94551e-08 2.20811e-08 3.15384e-08 0 2.50976e-08 0 5.00148e-08 3.44068e-08 2.1401e-08 0 1.86558e-08 2.05207e-08 2.27443e-08 0 3.99994e-08 2.70408e-08 0 2.23863e-08 1.4079e-07 2.40537e-08 4.82234e-08 9.07286e-08 1.89599e-08 2.31209e-08 0 2.72479e-08 0 1.86889e-08 -------------------------------------------------------------- Initialization seed trial #452 of 1000; initialization seed = 493576677 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 27 BIC score: 499171 Distortion: 0.0358333 Distortions/cluster: 2.4576e-06 3.07658e-06 2.94157e-06 3.98448e-06 3.20264e-06 1.95402e-06 5.50668e-06 2.5509e-06 4.35855e-06 4.81569e-35 2.25247e-06 2.37044e-35 2.98621e-06 0 2.73878e-06 3.17024e-06 8.43383e-06 3.5566e-06 2.78493e-06 1.68302e-06 2.92504e-06 4.56695e-06 3.01063e-06 5.56168e-06 4.83564e-06 4.63668e-06 4.01221e-06 2.10136e-06 0 5.25522e-06 0 2.34394e-06 2.01172e-06 0.0356196 0 3.23358e-06 7.88886e-06 0 3.00622e-06 0 3.16567e-06 3.50306e-06 3.60847e-06 0 5.60425e-06 0 3.02211e-06 4.20084e-06 9.85484e-06 6.45786e-06 4.2776e-06 1.27749e-35 4.2236e-06 3.11658e-06 3.6167e-06 2.32622e-06 0 2.79412e-06 3.44948e-06 2.50582e-06 2.68979e-06 0 3.53935e-06 5.44394e-06 2.86482e-06 2.80618e-06 2.2848e-06 4.07439e-06 0 0 1.08283e-34 6.07105e-06 2.39823e-06 0 2.8342e-06 0 Variance: 6.13164e-06 Variances/cluster: 2.64233e-08 4.80571e-08 2.0146e-08 3.94373e-08 3.76657e-08 2.44231e-08 2.88274e-08 3.75103e-08 2.34303e-08 2.67973e-31 2.18668e-08 0 4.03418e-08 0 2.94468e-08 2.00631e-08 9.58293e-08 4.08769e-08 2.42147e-08 4.94963e-08 2.26728e-08 1.69132e-07 4.06806e-08 4.63334e-08 2.31344e-08 2.14642e-08 1.14597e-07 3.23258e-08 0 1.75159e-06 0 3.2552e-08 2.4531e-08 0.035575 0 3.23328e-08 3.29969e-08 0 3.03632e-08 0 3.55578e-08 4.02626e-08 4.1473e-08 0 3.06143e-08 0 3.05232e-08 7.63533e-08 8.95767e-07 4.0355e-07 3.88745e-08 0 2.32046e-08 2.88545e-08 2.73968e-08 2.76907e-08 0 2.61104e-08 3.28493e-08 3.29686e-08 3.53893e-08 0 3.27689e-08 3.23938e-08 3.49255e-08 4.18694e-08 2.02176e-08 3.8066e-08 0 0 0 3.70068e-08 2.351e-08 0 2.75141e-08 0 -------------------------------------------------------------- Initialization seed trial #453 of 1000; initialization seed = 493576678 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 498049 Distortion: 0.0358446 Distortions/cluster: 1.95764e-06 2.45348e-05 2.59942e-06 3.53719e-06 2.20302e-06 2.41393e-06 2.47319e-06 5.18454e-06 2.94337e-06 2.23866e-06 2.39273e-06 4.56695e-06 3.20464e-06 2.98741e-06 0.0356196 2.25282e-06 2.33689e-06 3.31133e-06 1.95741e-06 3.52786e-06 2.92943e-06 2.76946e-06 4.69044e-06 1.68713e-06 3.28086e-06 2.37044e-35 3.90605e-06 2.80728e-06 2.69497e-06 3.18358e-06 2.8807e-06 2.05901e-06 2.5948e-06 2.26304e-06 2.59599e-06 2.71722e-06 2.10105e-06 2.25405e-06 3.90259e-06 2.01112e-06 0 1.9182e-06 3.74738e-06 3.44078e-06 3.71481e-06 2.29646e-06 2.97002e-06 2.63464e-06 3.21052e-06 2.78704e-06 4.81569e-35 2.54719e-06 2.93454e-06 2.51192e-06 2.21527e-06 8.16378e-06 1.60038e-06 1.3358e-06 2.34085e-06 0 2.06062e-06 4.55137e-06 4.19778e-06 1.08283e-34 1.59192e-05 2.04416e-06 0 3.39991e-06 2.91306e-06 3.16737e-06 2.73629e-06 1.27749e-35 0 0 3.72879e-06 0 Variance: 6.13357e-06 Variances/cluster: 2.12768e-08 2.72576e-06 4.33207e-08 2.06835e-08 1.9155e-08 1.9784e-08 2.54943e-08 1.3639e-07 2.72511e-08 3.02427e-08 2.06252e-08 1.69132e-07 4.38953e-08 2.90014e-08 0.035575 2.92477e-08 2.56779e-08 4.24401e-08 2.71838e-08 3.9626e-08 3.80416e-08 3.84521e-08 4.68902e-08 2.34302e-08 3.03682e-08 0 3.90478e-08 3.26399e-08 2.64183e-08 4.61235e-08 2.44047e-08 3.0277e-08 4.55076e-08 2.43309e-08 2.11031e-08 3.48331e-08 3.04475e-08 1.92632e-08 2.39402e-08 2.25949e-08 0 2.74005e-08 2.67647e-08 3.82186e-08 5.30641e-08 3.23416e-08 3.7113e-08 2.74418e-08 3.91491e-08 3.76603e-08 2.67973e-31 2.96086e-08 1.91783e-08 3.02616e-08 1.80087e-08 9.38273e-08 2.35321e-08 2.42847e-08 3.90025e-08 0 3.96237e-08 2.6155e-08 3.019e-08 0 7.5794e-07 2.10718e-08 0 4.04716e-08 2.57707e-08 3.76944e-08 2.33848e-08 0 0 0 3.48372e-08 0 -------------------------------------------------------------- Initialization seed trial #454 of 1000; initialization seed = 493576679 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 726829 Distortion: 0.00021171 Distortions/cluster: 1.08283e-34 2.31914e-06 2.4608e-06 1.89762e-06 2.28376e-06 2.13074e-06 4.11054e-06 2.79743e-06 4.50004e-06 2.28809e-06 0 9.85484e-06 3.70021e-06 3.40234e-06 3.89298e-06 4.75762e-06 2.37044e-35 5.87687e-06 0 2.14362e-06 4.30924e-06 4.27414e-06 2.31191e-06 2.34414e-06 1.27749e-35 3.33556e-06 7.89415e-06 5.25522e-06 6.45786e-06 9.64317e-35 2.06454e-06 4.9934e-06 6.37914e-06 4.81569e-35 3.02803e-06 3.38332e-06 2.99507e-06 2.75245e-06 0 2.48342e-06 3.1445e-06 3.62373e-06 3.91783e-06 1.90701e-06 2.28467e-06 0 0 3.61908e-06 1.41015e-06 5.23838e-06 3.06584e-06 2.41049e-06 4.07615e-06 3.91664e-06 0 2.48523e-06 4.89611e-06 0 4.35403e-06 4.15586e-06 0 0 2.61785e-06 1.90607e-06 2.85499e-06 0 3.50225e-06 4.09679e-06 3.71012e-06 3.61e-06 0 3.66176e-06 0 2.3133e-06 0 6.25339e-06 Variance: 3.6227e-08 Variances/cluster: 0 2.18761e-08 1.11816e-07 3.06041e-08 3.51315e-08 2.24269e-08 4.37146e-08 2.11904e-08 4.0896e-08 2.07984e-08 0 8.95767e-07 2.06697e-08 2.34622e-08 2.70322e-08 4.66289e-08 0 3.14167e-08 0 3.19915e-08 3.16829e-08 1.64378e-07 2.31171e-08 2.49347e-08 0 3.92291e-08 9.07286e-08 1.75159e-06 4.0355e-07 6.86694e-32 3.38338e-08 3.56558e-08 5.45178e-08 2.67973e-31 3.73802e-08 3.52323e-08 2.23493e-08 3.76923e-08 0 2.85426e-08 3.74315e-08 3.38638e-08 3.76682e-08 2.21723e-08 1.91966e-08 0 0 3.289e-08 2.66037e-08 2.83063e-08 3.73849e-08 2.56411e-08 4.11697e-08 4.12252e-08 0 2.27983e-08 4.01191e-08 0 3.17709e-08 3.77682e-08 0 0 2.59163e-08 2.84462e-08 1.0977e-07 0 2.27399e-08 2.28851e-08 2.16947e-08 3.3423e-08 0 4.35792e-08 0 2.96553e-08 0 2.77904e-08 -------------------------------------------------------------- Initialization seed trial #455 of 1000; initialization seed = 493576680 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 66 BIC score: 727153 Distortion: 0.000208335 Distortions/cluster: 2.61659e-06 2.26764e-06 1.27749e-35 1.79441e-06 1.08283e-34 3.1367e-06 1.25738e-06 2.08528e-06 5.27626e-06 1.32708e-06 2.68087e-06 5.25522e-06 3.13398e-06 2.28678e-06 5.20327e-06 4.45613e-06 9.64317e-35 2.54204e-06 2.83873e-06 6.61087e-06 1.85606e-06 3.18853e-06 1.85207e-06 4.48956e-06 2.92091e-06 4.81569e-35 5.44481e-06 3.18369e-06 2.07052e-06 1.76129e-06 4.63566e-06 4.27414e-06 2.00926e-06 2.37044e-35 3.28717e-06 1.84059e-06 2.75265e-06 4.80066e-06 2.97573e-06 0 4.24921e-06 0 3.34452e-06 3.041e-06 2.65805e-06 0 1.81037e-06 3.27876e-06 3.24678e-06 2.28828e-06 0 0 2.58299e-06 3.16259e-06 3.47342e-06 4.60873e-06 2.45136e-06 0 0 6.45786e-06 1.54739e-06 2.56258e-06 3.42343e-06 3.24959e-06 7.89415e-06 2.85499e-06 5.5014e-06 9.85484e-06 2.67958e-06 0 2.63576e-06 2.12655e-06 0 2.78373e-06 1.76137e-06 4.69361e-06 Variance: 3.56495e-08 Variances/cluster: 2.06006e-08 1.97163e-08 0 4.7217e-08 0 2.70382e-08 2.73318e-08 2.63934e-08 3.99585e-08 2.14021e-08 3.7222e-08 1.75159e-06 4.12238e-08 2.43254e-08 3.29213e-08 4.04969e-08 6.86694e-32 3.68389e-08 2.2891e-08 3.75498e-08 2.61393e-08 2.26117e-08 1.99127e-08 2.97295e-08 3.69707e-08 2.67973e-31 2.77705e-08 4.02964e-08 1.91698e-08 2.22921e-08 3.02884e-08 1.64378e-07 3.58773e-08 0 5.30143e-08 1.97891e-08 1.14655e-07 4.24696e-08 2.36146e-08 0 2.52907e-08 0 2.07716e-08 2.98111e-08 3.28124e-08 0 2.38187e-08 2.64393e-08 3.7307e-08 3.05076e-08 0 0 3.68969e-08 3.76465e-08 4.89067e-08 3.29166e-08 3.31236e-08 0 0 4.0355e-07 3.15764e-08 2.0176e-08 3.71991e-08 3.03673e-08 9.07286e-08 1.0977e-07 4.0738e-08 8.95767e-07 1.99951e-08 0 2.63546e-08 2.62506e-08 0 2.01702e-08 2.70957e-08 3.78403e-08 -------------------------------------------------------------- Initialization seed trial #456 of 1000; initialization seed = 493576681 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 82 BIC score: 722379 Distortion: 0.000234281 Distortions/cluster: 5.18454e-06 2.70114e-06 2.87182e-06 4.01021e-06 4.81569e-35 2.37881e-06 1.35844e-06 2.45348e-05 9.64317e-35 1.45534e-06 4.04927e-06 1.54584e-06 3.18032e-06 2.70573e-06 3.79708e-06 4.51984e-06 2.5912e-06 2.40838e-06 4.23303e-06 4.85611e-06 4.79863e-06 5.20475e-06 2.37044e-35 3.20306e-06 1.63408e-06 3.22222e-06 4.56389e-06 0 4.23686e-06 3.79373e-06 4.02465e-06 3.24191e-06 2.93014e-06 4.34747e-06 3.9692e-06 0 0 0 3.52236e-06 0 5.89964e-06 4.21458e-06 0 3.50983e-06 0 7.07784e-06 1.71582e-06 1.88854e-06 3.81835e-06 2.8477e-06 0 4.57291e-06 2.92199e-06 3.94132e-06 5.3634e-06 1.27749e-35 0 3.25441e-06 0 3.05817e-06 1.77598e-06 0 4.75055e-06 4.42061e-06 1.08283e-34 6.99527e-06 0 3.21038e-06 2.84974e-06 0 2.03538e-06 1.59192e-05 0 0 3.7061e-06 3.45821e-06 Variance: 4.00891e-08 Variances/cluster: 1.3639e-07 3.10449e-08 4.86705e-08 2.43022e-08 2.67973e-31 1.58573e-07 2.19079e-08 2.72576e-06 6.86694e-32 1.88983e-08 3.96953e-08 1.81843e-08 4.67538e-08 2.31239e-08 3.08603e-08 5.57956e-08 2.00851e-08 2.25056e-08 2.9599e-08 4.25835e-08 3.15597e-08 2.78237e-08 0 2.78501e-08 2.01719e-08 3.70341e-08 3.45636e-08 0 2.53682e-08 4.26122e-08 2.70087e-08 4.05105e-08 3.40684e-08 4.22052e-08 2.14532e-08 0 0 0 3.70661e-08 0 4.83432e-08 3.66365e-08 0 1.06349e-07 0 4.98403e-08 1.88529e-08 2.62274e-08 4.10444e-08 1.88573e-08 0 3.31341e-08 2.75629e-08 3.00766e-08 7.88657e-08 0 0 3.04124e-08 0 2.85784e-08 1.9514e-08 0 4.65595e-08 4.33255e-08 0 4.01994e-08 0 2.46927e-08 2.1587e-08 0 2.60916e-08 7.5794e-07 0 0 2.68535e-08 2.76633e-08 -------------------------------------------------------------- Initialization seed trial #457 of 1000; initialization seed = 493576682 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 722891 Distortion: 0.00023073 Distortions/cluster: 4.12711e-06 2.80606e-06 1.3376e-06 3.15781e-06 2.85499e-06 3.34582e-06 2.8118e-06 2.45348e-05 0 1.08283e-34 3.45609e-06 4.54198e-06 2.93693e-06 3.31197e-06 2.55616e-06 1.70717e-06 2.10612e-06 4.02216e-06 1.27749e-35 2.13746e-06 5.47962e-06 1.58498e-06 1.88583e-06 2.3404e-06 1.87395e-06 3.06044e-06 4.1244e-06 6.97421e-06 2.37044e-35 4.27414e-06 3.10952e-06 0 2.63892e-06 2.58669e-06 2.80483e-06 6.39434e-06 4.69745e-06 3.9945e-06 1.59192e-05 3.93291e-06 0 4.77158e-06 2.13584e-06 2.75585e-06 0 4.34533e-06 1.96734e-06 0 0 3.68214e-06 3.47099e-06 0 2.85451e-06 2.75583e-06 2.45463e-06 6.54006e-06 9.64317e-35 3.81641e-06 2.31885e-06 5.46875e-06 4.75029e-06 2.49715e-06 0 0 1.3839e-06 1.65489e-06 0 0 0 7.89415e-06 0 4.81569e-35 2.09665e-06 4.17737e-06 3.4426e-06 4.06692e-06 Variance: 3.94816e-08 Variances/cluster: 4.85394e-08 4.18674e-08 2.62246e-08 2.69874e-08 1.0977e-07 3.80082e-08 4.01562e-08 2.72576e-06 0 0 2.1332e-08 2.85634e-08 3.29962e-08 3.48513e-08 1.111e-07 2.54776e-08 2.28906e-08 4.06147e-08 0 2.4852e-08 4.38332e-08 2.14167e-08 2.41747e-08 2.51626e-08 1.78456e-08 3.87272e-08 3.38036e-08 3.89588e-08 0 1.64378e-07 2.93255e-08 0 3.25764e-08 2.1735e-08 2.573e-08 2.70924e-08 3.72783e-08 3.66358e-08 7.5794e-07 2.50482e-08 0 3.18002e-08 2.4547e-08 2.2222e-08 0 4.21851e-08 2.02798e-08 0 0 3.71811e-08 3.81397e-08 0 3.90899e-08 1.92692e-08 2.04529e-08 5.49537e-08 6.86694e-32 3.4379e-08 2.97263e-08 3.69392e-08 2.52592e-08 2.08078e-08 0 0 2.66109e-08 1.63836e-08 0 0 0 9.07286e-08 0 2.67973e-31 2.01583e-08 3.07059e-08 3.70139e-08 3.98587e-08 -------------------------------------------------------------- Initialization seed trial #458 of 1000; initialization seed = 493576683 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 498360 Distortion: 0.0360956 Distortions/cluster: 3.29637e-06 4.22985e-06 2.76023e-06 4.70728e-06 4.16571e-06 6.45786e-06 2.95121e-06 2.79352e-06 2.38039e-06 1.08283e-34 3.68819e-06 3.42274e-06 4.02142e-06 3.18542e-06 2.89971e-06 3.21742e-06 3.05669e-06 2.44432e-06 2.77769e-06 2.39807e-06 3.18469e-06 2.73942e-06 3.5804e-06 4.6523e-06 2.37044e-35 1.52303e-06 0 1.27749e-35 4.07997e-06 5.25522e-06 6.49408e-06 2.65841e-06 3.27669e-06 2.67491e-06 0 3.10958e-06 2.57035e-06 2.83749e-06 0 3.07945e-06 3.2803e-06 2.93578e-06 2.43957e-06 4.84115e-06 0.000272165 0.0356196 2.61799e-06 2.1488e-06 3.04442e-06 2.52428e-06 4.38857e-06 9.85484e-06 3.13452e-06 0 0 2.15298e-06 3.62293e-06 0 0 0 2.81941e-06 3.67614e-06 3.15121e-06 3.13539e-06 0 3.41526e-06 2.60686e-06 5.59827e-06 0 2.38841e-06 4.3372e-06 2.9096e-06 0 3.90637e-06 2.42613e-06 0 Variance: 6.17653e-06 Variances/cluster: 3.58185e-08 4.45207e-08 3.58443e-08 3.15822e-08 3.06275e-08 4.0355e-07 1.9673e-08 1.90019e-08 3.60633e-08 0 2.8368e-08 4.50212e-08 6.09121e-08 2.12336e-08 2.33825e-08 2.14476e-08 3.63775e-08 3.09376e-08 2.16984e-08 2.08504e-08 3.46131e-08 2.42405e-08 3.05991e-08 4.18987e-08 0 3.80734e-08 0 0 2.7191e-08 1.75159e-06 3.198e-08 3.69201e-08 4.14643e-08 2.32581e-08 0 3.79092e-08 3.56962e-08 2.42499e-08 0 2.08053e-08 4.15192e-08 2.71807e-08 2.56774e-08 1.72882e-07 3.23975e-06 0.035575 3.07973e-08 3.52149e-08 3.7573e-08 2.68517e-08 3.98831e-08 8.95767e-07 3.60257e-08 0 0 2.94902e-08 2.39901e-08 0 0 0 2.61026e-08 2.43428e-08 3.182e-08 2.6126e-08 0 3.25234e-08 3.57076e-08 1.43498e-07 0 4.18884e-08 4.05225e-08 3.06172e-08 0 5.35073e-08 1.77075e-08 0 -------------------------------------------------------------- Initialization seed trial #459 of 1000; initialization seed = 493576684 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 498548 Distortion: 0.0360985 Distortions/cluster: 3.52526e-06 2.53988e-06 3.54093e-06 4.01123e-06 3.04669e-06 2.04445e-06 2.55384e-06 3.17667e-06 1.6867e-06 2.70769e-06 3.03636e-06 5.77993e-06 2.47233e-06 0.0356196 3.22124e-06 2.653e-06 2.94447e-06 2.81238e-06 1.64409e-06 2.37044e-35 1.99652e-06 6.78694e-06 4.41792e-06 2.3705e-06 2.88042e-06 6.45786e-06 0 3.20758e-06 1.27749e-35 5.35886e-06 3.27925e-06 5.21953e-06 3.75852e-06 0 3.41347e-06 2.12354e-06 0 1.08283e-34 2.59371e-06 5.25522e-06 5.14332e-06 3.18961e-06 5.54801e-06 0 2.5146e-06 2.97586e-06 2.43245e-06 9.85484e-06 4.56695e-06 1.96669e-06 0 2.86386e-06 3.51472e-06 0 4.73205e-06 0 3.72543e-06 4.509e-06 2.78722e-06 4.58229e-06 3.69787e-06 0.000271944 0 0 0 0 0 5.68493e-06 3.17352e-06 5.19396e-06 2.69511e-06 3.27539e-06 1.93171e-06 0 3.95341e-06 0 Variance: 6.17702e-06 Variances/cluster: 2.14936e-08 2.64545e-08 3.76671e-08 3.01496e-08 2.3079e-08 2.83926e-08 2.90183e-08 2.35281e-08 2.51717e-08 2.91124e-08 2.64008e-08 3.77652e-08 2.14966e-08 0.035575 3.32058e-08 1.90846e-08 3.50505e-08 2.46678e-08 2.02955e-08 0 2.21816e-08 4.74459e-08 7.8865e-08 3.95054e-08 2.34156e-08 4.0355e-07 0 2.60751e-08 0 4.12088e-08 3.72519e-08 4.24213e-08 4.47403e-08 0 3.48283e-08 2.52772e-08 0 0 2.27499e-08 1.75159e-06 3.54682e-08 5.59411e-08 3.16924e-08 0 1.9643e-08 3.23435e-08 1.85667e-08 8.95767e-07 1.69132e-07 2.34109e-08 0 2.95217e-08 5.40679e-08 0 4.07813e-08 0 4.59784e-08 3.72524e-08 1.9907e-08 1.23805e-07 4.35007e-08 3.27612e-06 0 0 0 0 0 4.11817e-08 3.73322e-08 2.6627e-08 2.59122e-08 2.1129e-08 2.79932e-08 0 3.0644e-08 0 -------------------------------------------------------------- Initialization seed trial #460 of 1000; initialization seed = 493576685 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 591531 Distortion: 0.0043873 Distortions/cluster: 2.70632e-06 0.000272219 1.7325e-06 6.45786e-06 3.77253e-06 3.96991e-06 2.09183e-06 3.8149e-06 2.07965e-06 5.02949e-06 2.27897e-06 2.10857e-06 1.70802e-06 3.50192e-06 2.20611e-06 2.35489e-06 3.83277e-06 3.46843e-06 4.87922e-06 2.38823e-06 5.42751e-06 3.76517e-06 5.25522e-06 1.75294e-06 2.04817e-06 2.04187e-06 3.70403e-06 2.23697e-06 2.30783e-06 2.41854e-06 3.39323e-06 1.66858e-06 1.87551e-06 9.85484e-06 3.03667e-06 2.14924e-06 9.64317e-35 5.75513e-06 2.55445e-06 2.87096e-06 3.26118e-06 1.63626e-06 2.08411e-06 4.84115e-06 1.95013e-06 0.00391362 2.92106e-06 4.1571e-06 2.94494e-06 2.37044e-35 3.46796e-06 2.8775e-06 0 0 2.94627e-06 1.75782e-06 2.15067e-06 2.9079e-06 0 0 0 3.04566e-06 1.50296e-06 5.35684e-06 0 2.09858e-06 2.0876e-06 6.35168e-06 0 6.38359e-06 2.79488e-06 1.62493e-06 2.72416e-06 3.0897e-06 0 0 Variance: 7.50736e-07 Variances/cluster: 3.25958e-08 3.20226e-06 2.11259e-08 4.0355e-07 2.28618e-08 2.46498e-08 2.07094e-08 4.10169e-08 2.03863e-08 3.02955e-08 1.96445e-08 2.21935e-08 2.21796e-08 2.4149e-08 2.69014e-08 1.96224e-08 3.99115e-08 3.72825e-08 3.66741e-08 2.62413e-08 1.42782e-07 3.55089e-08 1.75159e-06 3.50558e-08 2.02767e-08 2.83564e-08 3.06092e-08 2.23671e-08 2.71486e-08 3.66414e-08 4.52281e-08 2.69101e-08 1.91362e-08 8.95767e-07 4.81866e-08 2.65316e-08 6.86694e-32 3.81008e-08 3.54669e-08 3.37729e-08 3.74726e-08 2.09758e-08 3.20528e-08 1.72882e-07 2.378e-08 0.00391989 2.47467e-08 2.84708e-08 3.00478e-08 0 5.25401e-08 3.78596e-08 0 0 2.7278e-08 5.02189e-08 3.77284e-08 1.97793e-08 0 0 0 3.62548e-08 2.11665e-08 3.99634e-08 0 3.13196e-08 2.08741e-08 5.12079e-08 0 4.46262e-08 3.99234e-08 2.05669e-08 2.56965e-08 2.20673e-08 0 0 -------------------------------------------------------------- Initialization seed trial #461 of 1000; initialization seed = 493576686 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 723719 Distortion: 0.000225384 Distortions/cluster: 5.02889e-06 4.53074e-06 3.06245e-06 9.64317e-35 2.45348e-05 3.72372e-06 2.97856e-06 1.59192e-05 1.54148e-06 2.35624e-06 2.4608e-06 3.3568e-06 2.82982e-06 2.66052e-06 4.37539e-06 1.94978e-06 3.6459e-06 1.65018e-06 2.08273e-06 1.81895e-06 2.37044e-35 4.36852e-06 2.20173e-06 1.78111e-06 5.01258e-06 1.87782e-06 3.28243e-06 3.18455e-06 1.53471e-06 2.51558e-06 4.61054e-06 3.62977e-06 2.85499e-06 4.11435e-06 0 3.66201e-06 4.74185e-06 0 4.34982e-06 0 3.30391e-06 2.31277e-06 1.97096e-06 0 2.06447e-06 4.43571e-06 4.81569e-35 0 2.79501e-06 2.23014e-06 2.80016e-06 0 5.12688e-06 1.66501e-06 2.96227e-06 3.12556e-06 3.95418e-06 1.52913e-06 3.47876e-06 0 2.58177e-06 5.02766e-06 2.74905e-06 2.13779e-06 2.92827e-06 6.42194e-06 1.08283e-34 0 0 2.55857e-06 2.36786e-06 2.18772e-06 1.90039e-06 4.75762e-06 1.27749e-35 1.78071e-06 Variance: 3.85667e-08 Variances/cluster: 7.50508e-08 4.0082e-08 2.09732e-08 6.86694e-32 2.72576e-06 3.96021e-08 4.07887e-08 7.5794e-07 2.17091e-08 3.14136e-08 1.11816e-07 3.60838e-08 3.87623e-08 2.55789e-08 2.48577e-08 3.74929e-08 2.41429e-08 4.85304e-08 2.85213e-08 1.81879e-08 0 4.2399e-08 2.47365e-08 1.48415e-07 2.98342e-08 5.52261e-08 2.66776e-08 3.31617e-08 2.64581e-08 1.94989e-08 3.54543e-08 3.18373e-08 1.0977e-07 2.46287e-08 0 1.07697e-07 2.77277e-08 0 4.06391e-08 0 3.98027e-08 3.08342e-08 2.52665e-08 0 2.90744e-08 2.57868e-08 2.67973e-31 0 3.36719e-08 2.10366e-08 3.99988e-08 0 3.01551e-08 3.08307e-08 3.94839e-08 3.85745e-08 3.52936e-08 2.59153e-08 2.39886e-08 0 3.26779e-08 3.28496e-08 2.0824e-08 2.67197e-08 2.15295e-08 2.85394e-08 0 0 0 2.61057e-08 3.15687e-08 3.31443e-08 1.69663e-08 4.66289e-08 0 3.42421e-08 -------------------------------------------------------------- Initialization seed trial #462 of 1000; initialization seed = 493576687 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 72 BIC score: 498830 Distortion: 0.0360969 Distortions/cluster: 4.36533e-06 1.08283e-34 2.93851e-06 4.91558e-06 4.77409e-06 2.57147e-06 4.07954e-06 3.18648e-06 3.91748e-06 6.31957e-06 4.08443e-06 2.47901e-06 9.85484e-06 3.99396e-06 4.40857e-06 3.15537e-06 5.53123e-06 2.95583e-06 4.27414e-06 5.25522e-06 1.95747e-06 2.3025e-06 3.26981e-06 3.03238e-06 4.24775e-06 3.02783e-06 2.55616e-06 2.37044e-35 0 4.80859e-06 1.8923e-06 2.47456e-06 3.79731e-06 2.97889e-06 3.29601e-06 1.98925e-06 6.45786e-06 0 4.92823e-06 0 5.16238e-06 2.85499e-06 2.19745e-06 3.21366e-06 0 1.419e-06 0 0 3.14145e-06 0 0 2.53702e-06 3.34118e-06 0 2.266e-06 3.24015e-06 3.70839e-06 0 0 0 0.0356196 0.000272435 3.14939e-06 0 7.04297e-06 0 3.89017e-06 4.17833e-06 3.44949e-06 2.87784e-06 2.85053e-06 2.88725e-06 0 2.33149e-06 3.08118e-06 1.27749e-35 Variance: 6.17674e-06 Variances/cluster: 2.10867e-08 0 3.22884e-08 3.93119e-08 2.22031e-08 2.00873e-08 2.89304e-08 3.15465e-08 4.25777e-08 3.36038e-08 3.92605e-08 3.6444e-08 8.95767e-07 2.69839e-08 3.8324e-08 4.20679e-08 4.15744e-08 3.64797e-08 1.64378e-07 1.75159e-06 2.96558e-08 2.07415e-08 2.94551e-08 2.00796e-08 4.20544e-08 2.00501e-08 1.111e-07 0 0 3.84565e-08 2.12598e-08 2.84403e-08 3.5486e-08 4.07939e-08 4.39432e-08 3.48875e-08 4.0355e-07 0 3.79062e-08 0 2.98306e-08 1.0977e-07 3.23128e-08 3.18158e-08 0 2.53364e-08 0 0 2.99159e-08 0 0 2.75732e-08 2.33621e-08 0 2.60437e-08 4.83459e-08 3.56544e-08 0 0 0 0.035575 3.16754e-06 2.38567e-08 0 3.18581e-08 0 2.70128e-08 5.28856e-08 2.07783e-08 3.68832e-08 3.20255e-08 2.12279e-08 0 2.50668e-08 3.54044e-08 0 -------------------------------------------------------------- Initialization seed trial #463 of 1000; initialization seed = 493576688 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 727065 Distortion: 0.000212245 Distortions/cluster: 5.60711e-06 2.48211e-06 2.60896e-06 3.31862e-06 1.08283e-34 4.17308e-06 2.37141e-06 5.63793e-06 6.35149e-06 3.05511e-06 4.53508e-06 3.11887e-06 1.27749e-35 2.37044e-35 1.75022e-06 3.8038e-06 2.89402e-06 6.01997e-06 3.89965e-06 4.33398e-06 3.72627e-06 4.2292e-06 1.92421e-06 5.39252e-06 5.45289e-06 9.64317e-35 2.90283e-06 3.95166e-06 2.43775e-06 4.082e-06 4.89025e-06 2.55616e-06 2.81792e-06 3.03726e-06 0 4.86904e-06 0 3.69496e-06 2.60895e-06 6.45786e-06 1.65018e-06 3.49587e-06 2.41259e-06 4.27213e-06 4.89349e-06 3.5837e-06 3.60194e-06 0 0 2.66855e-06 2.44329e-06 0 3.23603e-06 2.76894e-06 2.87092e-06 9.85484e-06 0 0 4.07685e-06 2.30927e-06 0 3.19932e-06 4.81569e-35 0 6.41686e-06 0 0 0 3.36178e-06 0 2.87541e-06 3.91808e-06 2.0868e-06 0 5.25522e-06 0 Variance: 3.63185e-08 Variances/cluster: 3.37748e-08 2.91987e-08 2.28831e-08 2.15476e-08 0 2.54434e-08 3.7629e-08 2.92025e-08 3.15892e-08 3.47141e-08 4.04784e-08 2.22757e-08 0 0 2.57363e-08 2.16106e-08 4.25565e-08 2.85282e-08 1.11408e-07 3.09541e-08 1.98188e-08 3.77484e-08 1.48005e-07 3.01232e-08 4.32625e-08 6.86694e-32 2.79095e-08 4.15835e-08 2.51293e-08 4.2069e-08 7.40876e-08 1.111e-07 2.63325e-08 3.37445e-08 0 4.19707e-08 0 2.69676e-08 1.04322e-07 4.0355e-07 4.85304e-08 4.85392e-08 2.8381e-08 2.94533e-08 4.00975e-08 2.77782e-08 4.00181e-08 0 0 3.75827e-08 2.46775e-08 0 4.14839e-08 3.64306e-08 2.39215e-08 8.95767e-07 0 0 3.73912e-08 3.12037e-08 0 3.99782e-08 2.67973e-31 0 3.79572e-08 0 0 0 2.14101e-08 0 2.99495e-08 2.44856e-08 1.91427e-08 0 1.75159e-06 0 -------------------------------------------------------------- Initialization seed trial #464 of 1000; initialization seed = 493576689 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 594613 Distortion: 0.00414452 Distortions/cluster: 3.96431e-06 3.15208e-06 2.92505e-06 2.73455e-06 4.34772e-06 2.37044e-35 2.17414e-06 3.34703e-06 2.75265e-06 2.65933e-06 4.81569e-35 2.04991e-06 3.74885e-06 2.83583e-06 2.23755e-06 2.14096e-06 0 4.46093e-06 5.78096e-06 8.00262e-06 4.55731e-06 3.16177e-06 0 3.47808e-06 2.77884e-06 3.26808e-06 0 0 0 0 2.06867e-06 0 2.45348e-05 3.17311e-06 2.06061e-06 2.3497e-06 3.48383e-06 3.57985e-06 2.32332e-06 1.64215e-06 2.85499e-06 1.85751e-06 3.38965e-06 3.19187e-06 2.70399e-06 3.90652e-06 4.59285e-06 0 6.40775e-06 4.76086e-06 1.63159e-06 5.44941e-06 2.26191e-06 3.97883e-06 0 5.30005e-06 0 2.11121e-06 5.03564e-06 0 0 5.03874e-06 3.96952e-06 0 2.60789e-06 3.42445e-06 4.20136e-06 1.88299e-06 2.5972e-06 9.64317e-35 4.27414e-06 2.49764e-06 4.91319e-06 0.00391362 1.42826e-05 0 Variance: 7.09192e-07 Variances/cluster: 3.70375e-08 2.04663e-08 2.35867e-08 3.37568e-08 2.49847e-08 0 1.90697e-08 3.80223e-08 1.14655e-07 3.36597e-08 2.67973e-31 2.80785e-08 3.71143e-08 2.53175e-08 1.896e-08 2.00067e-08 0 3.94643e-08 3.80294e-08 9.09302e-08 2.97765e-08 2.48937e-08 0 2.84993e-08 2.50324e-08 2.79299e-08 0 0 0 0 3.13408e-08 0 2.72576e-06 3.02175e-08 1.62239e-08 2.11666e-08 4.64371e-08 3.8909e-08 6.11351e-08 1.97826e-08 1.0977e-07 2.01882e-08 3.94015e-08 2.70474e-08 2.57493e-08 7.51183e-08 2.80028e-08 0 4.92748e-08 3.55175e-08 1.9422e-08 2.76597e-08 2.26171e-08 3.55221e-08 0 3.29089e-08 0 2.89181e-08 3.18607e-08 0 0 4.84452e-08 3.92893e-08 0 2.3076e-08 3.6811e-08 4.11863e-08 3.30245e-08 2.67722e-08 6.86694e-32 1.64378e-07 2.7749e-08 4.23411e-08 0.00391989 7.14025e-07 0 -------------------------------------------------------------- Initialization seed trial #465 of 1000; initialization seed = 493576690 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 688442 Distortion: 0.000498123 Distortions/cluster: 2.08734e-06 1.34366e-06 2.09869e-06 4.91349e-06 5.23114e-06 1.54381e-06 1.90788e-06 2.65652e-06 1.01507e-06 1.34701e-06 2.8296e-06 1.37924e-06 1.77664e-06 5.76866e-06 2.05245e-06 1.77562e-06 4.22598e-06 2.1983e-06 1.59192e-05 1.40504e-06 5.34644e-06 7.19945e-06 1.84494e-06 7.03351e-06 1.64092e-06 2.45348e-05 0 1.83022e-06 2.00423e-06 2.37044e-35 1.2462e-06 2.40255e-06 1.88566e-06 1.27749e-35 3.245e-06 1.75194e-06 1.99102e-06 1.91959e-06 0.000272435 1.4837e-06 3.80057e-06 6.65423e-06 9.64317e-35 2.12779e-06 6.62165e-06 1.55677e-06 0 2.25977e-06 3.2529e-06 2.09466e-06 2.44144e-06 3.19673e-06 2.59149e-06 0 0 1.08283e-34 1.28733e-06 6.77339e-06 1.29421e-06 6.17461e-06 0 2.34418e-06 1.48439e-06 2.35529e-06 2.93277e-06 4.56695e-06 2.09629e-06 0 1.62379e-06 1.24865e-06 7.6126e-06 0 0 1.24954e-06 1.33675e-05 1.84303e-06 Variance: 8.52366e-08 Variances/cluster: 3.31302e-08 2.53499e-08 2.18594e-08 3.34221e-08 2.95447e-08 2.11461e-08 1.70331e-08 4.57981e-08 2.74327e-08 3.45357e-08 2.61977e-08 2.55394e-08 4.22977e-08 1.44169e-07 1.83233e-08 2.81819e-08 2.29653e-08 2.46971e-08 7.5794e-07 2.30315e-08 4.90347e-08 5.06852e-08 5.95093e-08 4.81593e-08 1.62453e-08 2.72576e-06 0 2.01103e-08 2.74525e-08 0 1.83249e-08 2.20398e-08 2.16724e-08 0 2.3858e-08 3.30527e-08 2.76506e-08 2.66586e-08 3.16754e-06 2.47261e-08 2.55049e-08 4.61946e-08 6.86694e-32 2.02622e-08 3.02259e-08 1.78923e-08 0 3.47625e-08 3.319e-08 3.37818e-08 2.21929e-08 4.8431e-08 2.27296e-08 0 0 0 2.86042e-08 4.45472e-08 2.27036e-08 4.57228e-08 0 2.34398e-08 1.92755e-08 2.73847e-08 2.52797e-08 1.69132e-07 3.08251e-08 0 2.75195e-08 2.2295e-08 4.50304e-08 0 0 2.71617e-08 4.22886e-08 3.76101e-08 -------------------------------------------------------------- Initialization seed trial #466 of 1000; initialization seed = 493576691 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 691162 Distortion: 0.000468806 Distortions/cluster: 9.85484e-06 2.83695e-06 2.77132e-06 4.10317e-06 3.90498e-06 1.9552e-06 2.24799e-06 2.04411e-06 2.11253e-06 2.37044e-35 3.91623e-06 2.44846e-06 4.93845e-06 2.7053e-06 0 2.1721e-06 1.94834e-06 2.85499e-06 3.69777e-06 3.14646e-06 3.50141e-06 1.08283e-34 4.16667e-06 2.93875e-06 2.19663e-06 3.68875e-06 0 2.40521e-06 2.58773e-06 4.27414e-06 1.97592e-06 3.14733e-06 4.60377e-06 2.1513e-06 0 1.61306e-06 5.25522e-06 5.35834e-06 1.80267e-06 0 2.39334e-06 3.16581e-06 2.41596e-06 2.30153e-06 0 2.00762e-06 1.27749e-35 3.58766e-06 3.98982e-06 0.000272435 3.20574e-06 2.93239e-06 4.11463e-06 2.65156e-06 1.7942e-06 2.07633e-06 0 2.97847e-06 0 3.52585e-06 2.55616e-06 9.64317e-35 2.06134e-06 3.34119e-06 3.66964e-06 2.18618e-06 2.82762e-06 5.57944e-06 0 2.86549e-06 2.43017e-06 0 2.98876e-06 2.79052e-06 2.92641e-06 5.68152e-06 Variance: 8.02201e-08 Variances/cluster: 8.95767e-07 2.28759e-08 3.26008e-08 2.38535e-08 2.73052e-08 3.75876e-08 2.95691e-08 3.40573e-08 2.11231e-08 0 3.43421e-08 1.63213e-07 4.14858e-08 3.55844e-08 0 2.01102e-08 2.59755e-08 1.0977e-07 2.40094e-08 2.21562e-08 2.59336e-08 0 3.13181e-08 3.6269e-08 1.96106e-08 2.69228e-08 0 2.02101e-08 2.90731e-08 1.64378e-07 3.46538e-08 3.88535e-08 4.1844e-07 3.36029e-08 0 2.56018e-08 1.75159e-06 2.33968e-08 3.2765e-08 0 3.8599e-08 2.02913e-08 3.30848e-08 2.7726e-08 0 2.6766e-08 0 3.0394e-08 2.58994e-08 3.16754e-06 1.95455e-08 3.29383e-08 2.35101e-08 4.57125e-08 2.45752e-08 3.70748e-08 0 4.19376e-08 0 3.56116e-08 1.111e-07 6.86694e-32 2.6768e-08 4.28321e-08 2.414e-08 3.41479e-08 2.39609e-08 3.24279e-08 0 3.67342e-08 2.85878e-08 0 2.87355e-08 2.96837e-08 4.6437e-08 5.4105e-08 -------------------------------------------------------------- Initialization seed trial #467 of 1000; initialization seed = 493576692 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 73 BIC score: 593956 Distortion: 0.00416998 Distortions/cluster: 2.89464e-06 1.53301e-06 4.81569e-35 3.17793e-06 2.26704e-06 3.42538e-06 3.05334e-05 3.56005e-06 2.40371e-06 1.28405e-06 2.34232e-06 3.25692e-06 6.28616e-06 2.37044e-35 0 1.97691e-06 2.3095e-06 1.68635e-06 0.00391362 3.78609e-06 3.44466e-06 9.64317e-35 3.11697e-06 1.8706e-06 4.33011e-06 0 2.4492e-06 5.94476e-06 0 1.51799e-06 4.6401e-06 0 5.86784e-06 1.80827e-06 2.93108e-06 1.41102e-06 4.18143e-06 6.07966e-06 3.04869e-06 3.86132e-06 0 1.7522e-06 0 2.5146e-06 0 1.43782e-06 2.272e-06 4.16755e-06 2.79699e-06 2.32493e-06 2.41545e-06 1.39723e-06 5.39081e-06 2.83981e-06 5.01668e-06 3.43063e-06 5.43139e-06 5.11331e-06 2.28701e-06 0 3.97146e-06 0 3.05602e-06 4.24658e-06 4.47461e-06 1.69409e-06 1.17399e-06 3.23771e-06 4.35604e-05 3.59101e-06 1.46154e-06 1.9921e-06 2.25821e-06 1.82549e-06 0 0 Variance: 7.13549e-07 Variances/cluster: 2.29711e-08 2.07144e-08 2.67973e-31 3.27593e-08 2.57596e-08 9.51401e-08 3.08387e-07 2.84779e-08 2.37971e-08 1.64602e-08 3.60237e-08 4.78815e-08 4.98752e-08 0 0 1.76489e-08 2.51008e-08 2.00732e-08 0.00391989 3.86217e-08 3.04738e-08 6.86694e-32 2.73394e-08 2.3091e-08 4.28687e-08 0 2.31036e-08 5.45343e-08 0 2.52974e-08 3.24455e-08 0 1.46647e-07 1.80811e-08 3.0522e-08 1.95958e-08 4.13866e-08 3.19876e-08 5.25465e-08 3.89904e-08 0 3.3693e-08 0 2.04421e-08 0 1.94282e-08 2.58159e-08 2.81499e-08 3.25202e-08 2.55456e-08 2.21581e-08 2.18294e-08 4.45377e-08 3.54861e-08 3.8292e-08 2.07899e-08 3.08501e-08 1.7043e-07 2.96987e-08 0 4.13668e-08 0 2.01036e-08 3.89563e-08 2.54217e-08 2.17172e-08 3.08916e-08 3.76448e-08 2.7222e-06 3.77877e-08 1.87355e-08 2.39983e-08 3.2717e-08 1.65939e-08 0 0 -------------------------------------------------------------- Initialization seed trial #468 of 1000; initialization seed = 493576693 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498765 Distortion: 0.0358274 Distortions/cluster: 2.59208e-06 9.85484e-06 5.07409e-06 5.3273e-06 3.18056e-06 2.20432e-06 2.34132e-06 4.93106e-06 6.45786e-06 5.25522e-06 2.56836e-06 4.96627e-06 4.76392e-06 1.84583e-06 1.50903e-06 3.20067e-06 5.09405e-06 2.82324e-06 2.37044e-35 3.63262e-06 3.53317e-06 0 1.08283e-34 1.84251e-06 5.12981e-06 2.45323e-06 4.26342e-06 2.90389e-06 0 2.88155e-06 4.60872e-06 5.17297e-06 1.88407e-06 2.05387e-06 2.75265e-06 2.55411e-06 4.87535e-06 4.16748e-06 1.85338e-06 3.15464e-06 0 2.60895e-06 2.23184e-06 2.34631e-06 2.8364e-06 5.05841e-06 0 2.00707e-06 2.45178e-06 0.0356196 0 2.03493e-06 3.3727e-06 3.36229e-06 3.75407e-06 3.36018e-06 1.27749e-35 1.71661e-06 1.91589e-06 3.84456e-06 2.9005e-06 0 3.88832e-06 3.9785e-06 2.6903e-06 1.80336e-06 0 0 0 2.94641e-06 2.19231e-06 1.78111e-06 2.60757e-06 6.47454e-06 4.81569e-35 0 Variance: 6.13063e-06 Variances/cluster: 3.4558e-08 8.95767e-07 3.15133e-08 3.15122e-08 2.83954e-08 2.93883e-08 1.85803e-08 2.7241e-08 4.0355e-07 1.75159e-06 2.82214e-08 4.06941e-08 4.14118e-08 4.01231e-08 1.6765e-08 2.40631e-08 3.03191e-08 3.66534e-08 0 2.90513e-08 3.67919e-08 0 0 2.00256e-08 3.71607e-08 2.13306e-08 3.87457e-08 2.03045e-08 0 3.84183e-08 3.83945e-08 7.60658e-08 2.26976e-08 5.13423e-08 1.14655e-07 2.96964e-08 3.20642e-08 2.42274e-08 2.80791e-08 2.17542e-08 0 1.04322e-07 2.86106e-08 2.72803e-08 3.99464e-08 2.79378e-08 0 2.57286e-08 3.35831e-08 0.035575 0 2.16462e-08 3.78924e-08 4.30919e-08 1.10403e-07 4.86836e-08 0 1.97289e-08 2.08229e-08 2.48011e-08 4.91567e-08 0 3.11033e-08 4.05934e-08 1.9353e-08 2.61327e-08 0 0 0 2.43484e-08 3.7155e-08 1.48415e-07 2.22843e-08 4.5262e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #469 of 1000; initialization seed = 493576694 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 727027 Distortion: 0.00020948 Distortions/cluster: 4.75694e-06 3.59993e-06 1.08283e-34 3.66731e-06 2.28405e-06 2.85499e-06 2.76113e-06 3.53918e-06 4.67136e-06 4.81569e-35 3.60932e-06 4.80111e-06 3.22596e-06 3.25689e-06 6.78388e-06 3.72237e-06 2.0889e-06 3.07198e-06 3.18184e-06 9.64317e-35 9.85484e-06 5.9104e-06 2.47775e-06 2.16593e-06 4.65869e-06 2.68266e-06 5.14549e-06 2.37044e-35 3.0328e-06 2.52768e-06 0 1.74706e-06 2.75881e-06 5.25522e-06 4.45258e-06 4.37838e-06 2.29099e-06 2.51086e-06 3.55413e-06 0 3.90395e-06 3.78855e-06 2.29917e-06 0 7.89415e-06 2.23363e-06 2.6935e-06 3.62866e-06 1.91153e-06 1.27749e-35 2.75265e-06 2.62797e-06 0 2.79829e-06 3.62809e-06 3.01673e-06 0 2.62939e-06 0 0 0 2.8086e-06 4.27414e-06 0 0 2.46051e-06 0 4.23321e-06 3.24619e-06 3.2013e-06 3.48095e-06 1.21174e-06 2.20892e-06 2.71663e-06 3.89265e-06 2.65785e-06 Variance: 3.58454e-08 Variances/cluster: 3.99611e-08 3.78817e-08 0 4.88932e-08 1.9859e-08 1.0977e-07 3.53964e-08 3.21639e-08 3.19851e-08 2.67973e-31 5.30736e-08 3.99962e-08 3.75078e-08 1.83989e-08 3.16899e-08 4.18207e-08 2.40082e-08 3.13441e-08 3.38463e-08 6.86694e-32 8.95767e-07 3.93959e-07 2.35956e-08 2.92667e-08 4.19562e-08 2.48365e-08 3.59709e-08 0 2.9159e-08 2.23667e-08 0 3.7967e-08 2.39876e-08 1.75159e-06 2.81785e-08 2.86076e-08 2.4113e-08 2.6709e-08 2.24925e-08 0 3.90363e-08 2.41288e-08 2.21054e-08 0 9.07286e-08 2.14747e-08 1.91012e-08 4.59186e-08 1.95032e-08 0 1.14655e-07 2.88757e-08 0 2.27476e-08 5.18137e-08 3.72404e-08 0 2.02243e-08 0 0 0 3.79516e-08 1.64378e-07 0 0 1.98411e-08 0 3.99228e-08 3.41602e-08 3.67847e-08 2.61701e-08 2.42325e-08 3.74368e-08 2.53868e-08 3.57092e-08 2.88873e-08 -------------------------------------------------------------- Initialization seed trial #470 of 1000; initialization seed = 493576695 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 723164 Distortion: 0.000229421 Distortions/cluster: 2.54959e-06 3.60195e-06 0 4.91688e-06 2.9339e-06 2.45348e-05 2.81242e-06 3.59715e-06 4.64979e-06 3.6276e-06 4.03871e-06 2.44117e-06 9.64317e-35 2.2002e-06 4.81569e-35 2.21804e-06 3.39013e-06 3.38899e-06 2.50084e-06 4.3166e-06 4.9682e-06 2.48487e-06 3.72256e-06 3.79598e-06 5.55433e-06 2.37044e-35 3.37643e-06 2.33954e-06 1.42826e-05 2.76819e-06 0 3.34162e-06 3.55377e-06 2.55616e-06 2.94102e-06 2.85499e-06 1.08283e-34 4.40336e-06 2.8896e-06 4.74659e-06 3.21068e-06 8.00262e-06 0 0 1.66847e-06 3.16745e-06 1.27749e-35 0 5.20133e-06 0 2.48256e-06 1.97333e-06 0 2.51133e-06 1.8269e-06 2.86647e-06 0 2.54079e-06 5.34844e-06 2.35788e-06 4.27414e-06 0 2.81315e-06 3.59092e-06 0 0 4.51365e-06 3.44147e-06 0 3.22242e-06 0 4.04596e-06 3.50721e-06 2.62381e-06 2.63893e-06 3.29256e-06 Variance: 3.92575e-08 Variances/cluster: 3.74816e-08 2.40109e-08 0 3.27763e-08 3.76107e-08 2.72576e-06 1.93937e-08 2.30559e-08 2.80084e-08 4.07571e-08 3.28317e-08 2.10425e-08 6.86694e-32 3.0137e-08 2.67973e-31 1.7327e-08 2.75596e-08 2.13126e-08 2.55163e-08 2.87678e-08 3.91069e-08 3.60095e-08 5.47388e-08 3.68431e-08 2.95346e-08 0 4.11725e-08 4.58593e-08 7.14025e-07 2.94463e-08 0 2.53125e-08 2.46768e-08 1.111e-07 4.32363e-08 1.0977e-07 0 5.64481e-08 3.3597e-08 2.96565e-08 3.05753e-08 9.09302e-08 0 0 3.7066e-08 3.72521e-08 0 0 3.35461e-08 0 2.75816e-08 3.79454e-08 0 3.58733e-08 1.88324e-08 2.10751e-08 0 2.35232e-08 4.41879e-08 3.06192e-08 1.64378e-07 0 3.38825e-08 3.2348e-08 0 0 4.1396e-08 4.19552e-08 0 2.17712e-08 0 2.46683e-08 3.54148e-08 2.42924e-08 3.5183e-08 2.6985e-08 -------------------------------------------------------------- Initialization seed trial #471 of 1000; initialization seed = 493576696 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 718223 Distortion: 0.000255876 Distortions/cluster: 1.57986e-06 2.90342e-06 3.64532e-06 3.46934e-06 3.18759e-06 4.35604e-05 4.28659e-06 0 3.09175e-06 2.49877e-06 2.91447e-06 3.49379e-06 2.37044e-35 4.81569e-35 2.809e-06 4.34057e-06 1.27749e-35 6.11106e-06 2.86279e-06 2.70712e-06 3.34828e-06 2.78924e-06 0 2.48957e-06 3.55335e-06 0 2.50536e-06 3.10438e-06 0 3.69336e-06 0 4.36774e-06 2.45493e-06 9.64317e-35 2.47647e-06 4.32969e-06 0 3.08575e-06 3.34611e-06 2.57448e-06 5.10273e-06 1.98012e-06 3.43424e-06 3.41737e-06 2.22875e-06 0 2.32149e-06 2.26869e-06 1.91484e-06 3.25688e-06 0 3.74789e-06 2.89534e-06 0 3.22146e-06 2.85499e-06 2.14891e-06 2.42297e-06 6.01514e-06 1.08283e-34 4.81021e-06 0 3.6919e-06 2.31095e-06 2.26108e-06 0 0 3.34385e-06 3.10001e-05 2.55616e-06 5.44477e-06 3.18448e-06 4.27991e-06 3.28346e-06 2.89684e-06 0 Variance: 4.37844e-08 Variances/cluster: 4.51356e-08 3.62808e-08 4.0946e-08 3.53909e-08 3.12483e-08 2.7222e-06 2.7128e-08 0 2.59782e-08 4.23379e-08 3.78469e-08 2.79479e-08 0 2.67973e-31 3.84767e-08 2.91217e-08 0 3.43288e-08 2.20195e-08 2.21876e-08 2.26215e-08 3.40121e-08 0 1.85772e-08 3.35191e-08 0 3.85312e-08 2.74691e-08 0 2.86212e-08 0 2.99134e-08 2.06273e-08 6.86694e-32 1.93451e-08 2.68837e-08 0 4.16859e-08 2.74245e-08 3.06456e-08 4.43574e-08 3.24588e-08 3.43312e-08 2.42346e-08 2.14283e-08 0 2.36858e-08 3.97897e-08 2.62285e-08 3.61759e-08 0 2.19156e-08 3.8084e-08 0 3.6193e-08 1.0977e-07 2.10652e-08 3.27321e-08 5.41857e-08 0 1.65857e-07 0 2.75491e-08 2.33405e-08 2.69087e-08 0 0 2.27453e-08 3.09968e-07 1.111e-07 6.80534e-08 3.46025e-08 2.3908e-08 3.28239e-08 3.62076e-08 0 -------------------------------------------------------------- Initialization seed trial #472 of 1000; initialization seed = 493576697 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 595315 Distortion: 0.0041339 Distortions/cluster: 1.76488e-06 5.5155e-06 1.06397e-05 2.09097e-06 8.43383e-06 2.01032e-06 2.46806e-06 4.94229e-06 2.72869e-06 2.23519e-06 2.56702e-06 0.00391362 9.85484e-06 1.97882e-06 1.64238e-06 7.0909e-06 1.93545e-06 5.25522e-06 6.45786e-06 2.67027e-06 2.30595e-06 3.2536e-06 3.86169e-06 7.59179e-06 1.82624e-06 2.60905e-06 5.95506e-06 8.83586e-06 2.55319e-06 1.93919e-06 1.41044e-06 5.92756e-06 3.48461e-06 2.68807e-06 2.3401e-06 0 2.14406e-06 9.64317e-35 1.58602e-06 2.37044e-35 8.23644e-06 0 0 1.45834e-06 0 0 0 3.78012e-06 7.49919e-06 2.55419e-06 2.03537e-06 0 1.70883e-06 2.45264e-06 1.70915e-06 4.56695e-06 0 2.16642e-06 1.81438e-06 0 7.92802e-06 0 1.02525e-05 4.81569e-35 4.57555e-06 2.27849e-06 0 2.7975e-06 3.73492e-06 2.57225e-06 1.9835e-06 1.58364e-06 0 0 0 0 Variance: 7.07376e-07 Variances/cluster: 2.35296e-08 1.37842e-07 4.66501e-08 2.27254e-08 9.58293e-08 2.79187e-08 2.26408e-08 2.87317e-08 2.11501e-08 3.78823e-08 3.71999e-08 0.00391989 8.95767e-07 2.2232e-08 4.32172e-08 3.5801e-08 3.39529e-08 1.75159e-06 4.0355e-07 1.74512e-08 3.39079e-08 2.27505e-08 2.27138e-08 4.96036e-08 2.94529e-08 3.18149e-08 2.82206e-08 3.08845e-08 3.8104e-08 3.34317e-08 2.82064e-08 4.23259e-08 2.65972e-08 2.53561e-08 1.91795e-08 0 3.76121e-08 6.86694e-32 3.86801e-08 0 4.62573e-08 0 0 2.85924e-08 0 0 0 3.25844e-08 5.09997e-08 1.97976e-08 5.08797e-08 0 2.30901e-08 2.75553e-08 3.10727e-08 1.69132e-07 0 4.51297e-08 2.83473e-08 0 4.26101e-08 0 5.33815e-08 2.67973e-31 2.67552e-08 1.93075e-08 0 2.29276e-08 2.42504e-08 2.82639e-08 2.13259e-08 2.36344e-08 0 0 0 0 -------------------------------------------------------------- Initialization seed trial #473 of 1000; initialization seed = 493576698 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 499168 Distortion: 0.0358842 Distortions/cluster: 5.5155e-06 3.92019e-06 2.54457e-06 5.11331e-06 4.45289e-06 4.08158e-06 2.37044e-35 3.81545e-06 2.10662e-06 2.03586e-06 0 3.42672e-06 1.70699e-06 2.40427e-06 4.81569e-35 2.27518e-06 1.67601e-06 1.86879e-06 3.1695e-05 2.01495e-06 2.01698e-06 1.61704e-06 2.93454e-06 2.86413e-06 1.38428e-06 0 6.06413e-06 1.36356e-06 2.9308e-06 2.40485e-06 2.2323e-06 3.47427e-06 0 3.98328e-06 1.27749e-35 1.08283e-34 4.66533e-06 1.63053e-06 4.5201e-06 3.44774e-06 3.67717e-06 2.0375e-06 1.2745e-05 4.19005e-06 2.89425e-06 4.35604e-05 0 5.49376e-06 3.627e-06 3.13203e-06 6.13244e-06 0 0 0 1.82937e-06 0 4.43284e-06 0 6.79786e-06 3.90553e-06 1.63314e-06 0 0.0356196 1.91709e-06 3.56757e-06 0 2.95385e-06 0 0 0 4.48548e-06 9.40687e-06 1.90552e-06 0 6.18424e-06 0 Variance: 6.14036e-06 Variances/cluster: 1.37842e-07 3.16112e-08 2.2922e-08 1.7043e-07 2.44643e-08 3.88691e-08 0 4.05874e-08 2.77162e-08 2.2127e-08 0 3.84991e-08 2.13354e-08 2.64181e-08 2.67973e-31 2.4728e-08 1.76406e-08 2.63184e-08 3.10701e-07 2.34268e-08 1.958e-08 1.7965e-08 2.79456e-08 2.4688e-08 3.07581e-08 0 3.88603e-08 1.92032e-08 3.85505e-08 1.86406e-08 2.01084e-08 2.87105e-08 0 2.48933e-08 0 0 4.35975e-08 2.06378e-08 3.92923e-08 4.00767e-08 3.40448e-08 2.28912e-08 4.45481e-08 5.81776e-08 3.57287e-08 2.7222e-06 0 4.42913e-08 2.41778e-08 2.77147e-08 3.73898e-08 0 0 0 1.75885e-08 0 4.02856e-08 0 3.92812e-08 2.41061e-08 3.71135e-08 0 0.035575 1.97615e-08 5.32427e-08 0 3.64553e-08 0 0 0 8.00904e-08 3.24269e-08 1.79751e-08 0 4.54578e-08 0 -------------------------------------------------------------- Initialization seed trial #474 of 1000; initialization seed = 493576699 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 498936 Distortion: 0.0358342 Distortions/cluster: 3.04559e-06 2.65897e-06 3.51148e-06 2.91245e-06 4.81569e-35 1.35645e-06 3.13757e-06 2.10821e-06 1.08283e-34 2.44334e-06 5.25522e-06 1.27749e-35 2.28518e-06 4.68419e-06 2.31675e-06 2.01819e-06 3.75024e-06 8.55988e-06 4.48949e-06 5.02915e-06 2.37044e-35 2.91433e-06 0.0356196 2.79559e-06 3.0549e-06 3.18255e-06 5.45504e-06 4.56695e-06 3.29607e-06 0 3.43944e-06 2.78078e-06 1.6542e-06 2.88724e-06 5.05263e-06 2.44884e-06 7.28376e-06 6.34261e-06 2.34235e-06 0 4.47111e-06 5.98527e-06 3.22427e-06 2.30811e-06 2.01789e-06 9.85484e-06 4.0137e-06 4.19872e-06 0 6.45742e-06 2.00831e-06 0 2.93575e-06 2.61311e-06 0 0 2.23491e-06 0 5.9104e-06 4.74963e-06 4.14256e-06 2.79997e-06 1.55966e-06 0 2.51543e-06 1.46467e-06 3.44212e-06 0 5.4401e-06 0 5.02484e-06 0 0 2.40014e-06 3.82052e-06 0 Variance: 6.13179e-06 Variances/cluster: 2.62527e-08 2.6856e-08 3.61889e-08 3.78206e-08 2.67973e-31 2.65939e-08 5.31744e-08 3.01145e-08 0 3.01622e-08 1.75159e-06 0 2.00431e-08 3.96929e-08 1.88332e-08 1.64066e-08 3.15117e-08 9.61687e-08 2.17917e-08 1.32302e-07 0 2.40832e-08 0.035575 2.20106e-08 2.72732e-08 2.22537e-08 5.3476e-08 1.69132e-07 4.28026e-08 0 3.82136e-08 2.72601e-08 1.90119e-08 3.03895e-08 4.0734e-08 4.01417e-08 3.15212e-08 4.87747e-08 3.34592e-08 0 4.70487e-08 3.00668e-08 2.35328e-08 3.1188e-08 2.2172e-08 8.95767e-07 2.82562e-08 4.82464e-08 0 4.71193e-08 2.54186e-08 0 3.5799e-08 2.0903e-08 0 0 2.10822e-08 0 3.93959e-07 4.20183e-08 4.18302e-08 3.2555e-08 1.9018e-08 0 2.2865e-08 2.98886e-08 2.17836e-08 0 4.08899e-08 0 4.22119e-08 0 0 2.99991e-08 2.31526e-08 0 -------------------------------------------------------------- Initialization seed trial #475 of 1000; initialization seed = 493576700 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 722398 Distortion: 0.000232344 Distortions/cluster: 4.30073e-06 3.93097e-06 5.94877e-06 3.36407e-06 2.47681e-06 2.57805e-06 2.05e-06 3.7976e-06 3.15049e-06 2.80986e-06 2.883e-06 3.03704e-06 2.39694e-06 2.12827e-06 1.82012e-06 1.58028e-06 2.66111e-06 1.45735e-06 5.86619e-06 9.64317e-35 2.75845e-06 3.51988e-06 2.56752e-06 3.2221e-06 5.08462e-06 4.81569e-35 3.58518e-06 3.17793e-06 1.57811e-06 2.37044e-35 2.76011e-06 1.71784e-06 3.56291e-06 1.59192e-05 4.84115e-06 0 1.08283e-34 3.27662e-06 5.8553e-06 2.45348e-05 5.42751e-06 0 2.4034e-06 2.51179e-06 1.76308e-06 2.12328e-06 4.812e-06 0 2.55503e-06 0 3.27205e-06 2.06555e-06 3.16528e-06 0 1.60167e-06 7.76697e-06 2.03624e-06 6.34817e-06 2.89096e-06 1.87862e-06 0 0 2.52516e-06 2.64755e-06 1.48199e-06 0 0 1.27749e-35 7.28578e-06 4.03902e-06 5.12831e-06 2.70238e-06 5.51637e-06 0 2.19635e-06 0 Variance: 3.97577e-08 Variances/cluster: 3.94433e-08 2.27199e-08 4.40509e-08 3.2658e-08 2.50161e-08 2.65754e-08 2.20411e-08 2.10959e-08 4.5003e-08 1.96476e-08 3.64904e-08 3.33713e-08 1.94855e-08 2.50363e-08 2.98353e-08 2.10686e-08 3.09404e-08 1.96922e-08 3.27613e-08 6.86694e-32 2.37776e-08 2.41059e-08 2.67419e-08 4.02727e-08 4.00235e-08 2.67973e-31 2.9384e-08 3.92313e-08 3.50664e-08 0 2.60357e-08 2.56372e-08 2.10798e-08 7.5794e-07 1.72882e-07 0 0 4.8171e-08 4.83764e-08 2.72576e-06 1.42782e-07 0 2.7309e-08 1.79398e-08 2.44852e-08 3.48046e-08 3.70037e-08 0 3.04142e-08 0 5.27704e-08 2.26959e-08 3.51583e-08 0 2.58313e-08 9.03049e-08 2.483e-08 4.06799e-08 3.52526e-08 2.76241e-08 0 0 2.63015e-08 2.90914e-08 4.11637e-08 0 0 0 3.16669e-08 4.9848e-08 4.27219e-08 3.75301e-08 3.4252e-08 0 1.86115e-08 0 -------------------------------------------------------------- Initialization seed trial #476 of 1000; initialization seed = 493576701 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 594466 Distortion: 0.0041278 Distortions/cluster: 4.76531e-06 9.80219e-07 2.38342e-06 2.19962e-06 3.60932e-06 2.06813e-06 1.50643e-06 5.22134e-06 1.6198e-06 5.54074e-06 9.85484e-06 0 4.43265e-06 1.4857e-06 5.19715e-06 4.56695e-06 1.20694e-06 2.17913e-06 8.29035e-06 3.33329e-06 2.90806e-06 1.12818e-05 7.47631e-06 4.28056e-06 2.37044e-35 9.7977e-06 1.6563e-06 1.70158e-06 1.19455e-06 0 2.50893e-06 4.81569e-35 2.35644e-06 1.11959e-06 1.46478e-06 1.95693e-06 1.03669e-06 1.16185e-06 0.00391362 2.12488e-06 1.81539e-06 1.25173e-06 2.81764e-06 1.25561e-06 5.25522e-06 9.64317e-35 2.26062e-06 3.44603e-06 3.16098e-06 0 4.06094e-06 1.44966e-06 2.41668e-06 2.22525e-06 0 1.46157e-06 2.58701e-06 5.21184e-06 2.38425e-06 4.45221e-06 0 2.8002e-06 1.89816e-06 3.40324e-06 1.9776e-06 0 0 0 1.89018e-06 4.0904e-06 5.9104e-06 2.37448e-06 2.04446e-06 5.92665e-06 2.77516e-06 7.10227e-06 Variance: 7.06331e-07 Variances/cluster: 3.96979e-08 2.45027e-08 2.14702e-08 1.89606e-08 5.30736e-08 3.23116e-08 1.98197e-08 3.72831e-08 2.53071e-08 1.38473e-07 8.95767e-07 0 3.82095e-08 1.6325e-08 4.40294e-08 1.69132e-07 2.80657e-08 2.07518e-08 9.41992e-08 3.7875e-08 2.99774e-08 4.44019e-08 3.93365e-08 6.02712e-08 0 3.24321e-08 1.74332e-08 2.70065e-08 1.75653e-08 0 3.6358e-08 2.67973e-31 1.86997e-08 2.15286e-08 1.92712e-08 1.93739e-08 2.52828e-08 2.97884e-08 0.00391989 2.38723e-08 1.91071e-08 2.15797e-08 2.38762e-08 2.16466e-08 1.75159e-06 6.86694e-32 2.48391e-08 3.62708e-08 2.74843e-08 0 4.2743e-08 2.33792e-08 2.36908e-08 2.02277e-08 0 1.84988e-08 2.12031e-08 4.2706e-08 2.18719e-08 3.93873e-08 0 3.58972e-08 2.18154e-08 4.10003e-08 2.47178e-08 0 0 0 3.63463e-08 3.49578e-08 3.93959e-07 2.93121e-08 2.0042e-08 4.59293e-08 3.85406e-08 4.79729e-08 -------------------------------------------------------------- Initialization seed trial #477 of 1000; initialization seed = 493576702 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 499531 Distortion: 0.0358419 Distortions/cluster: 5.83568e-06 1.7268e-06 2.49311e-06 3.2394e-06 5.77955e-06 2.79792e-06 1.53272e-06 1.66702e-06 2.54561e-06 2.37044e-35 3.50417e-06 1.90631e-06 3.99975e-06 8.46743e-06 1.26259e-06 0 2.15991e-06 2.10331e-06 2.56104e-06 0 0 1.82989e-06 1.40503e-06 2.83669e-06 0 2.3267e-06 1.82768e-06 3.33326e-06 5.24573e-06 2.89561e-06 1.74118e-06 4.81569e-35 3.63673e-06 2.93903e-06 3.01739e-06 3.59851e-06 2.72442e-06 3.84759e-06 5.16443e-06 2.09421e-06 2.82964e-06 5.9104e-06 1.2544e-05 2.09372e-06 0 1.51645e-06 0 2.95828e-06 4.07544e-06 0 8.6135e-06 0 0 3.66201e-06 0.0356196 0 0 1.51504e-06 1.56797e-06 1.08283e-34 0 2.34863e-06 1.27749e-35 5.48533e-06 1.42472e-05 0 3.23762e-06 1.26645e-05 3.92877e-06 0 5.25522e-06 2.68127e-06 9.85484e-06 0 2.19872e-06 9.10712e-06 Variance: 6.13311e-06 Variances/cluster: 1.42286e-07 1.76184e-08 2.26626e-08 2.11707e-08 4.41042e-08 2.29318e-08 1.99036e-08 1.93817e-08 2.44749e-08 0 3.10078e-08 1.78144e-08 3.66919e-08 4.62551e-08 1.68326e-08 0 2.60204e-08 1.79754e-08 4.83171e-08 0 0 2.10314e-08 1.84856e-08 3.68372e-08 0 2.39838e-08 3.44811e-08 3.83104e-08 7.82868e-08 3.53092e-08 2.63783e-08 2.67973e-31 4.08597e-08 2.40881e-08 3.63509e-08 3.18425e-08 2.25139e-08 5.41867e-08 2.82184e-08 2.32669e-08 2.37764e-08 3.93959e-07 4.69663e-08 1.61041e-07 0 2.10593e-08 0 3.32361e-08 2.54693e-08 0 5.21872e-08 0 0 1.07697e-07 0.035575 0 0 2.9704e-08 1.91193e-08 0 0 2.79574e-08 0 4.89609e-08 4.25149e-08 0 2.58987e-08 3.70185e-08 4.13519e-08 0 1.75159e-06 2.52922e-08 8.95767e-07 0 2.81863e-08 5.23229e-08 -------------------------------------------------------------- Initialization seed trial #478 of 1000; initialization seed = 493576703 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 725623 Distortion: 0.00022018 Distortions/cluster: 2.37044e-35 3.52243e-06 3.02392e-06 4.66487e-06 2.73121e-06 1.27749e-35 6.45786e-06 2.99511e-06 2.51569e-06 9.85484e-06 3.057e-06 0 2.44094e-06 3.70662e-06 2.49232e-06 4.43072e-06 4.81569e-35 2.29392e-06 5.50274e-06 3.68891e-06 6.62294e-06 3.07096e-06 2.47688e-06 5.26232e-06 3.95843e-06 2.15049e-06 2.78147e-06 9.64317e-35 3.34109e-06 4.89716e-06 0 9.57644e-06 2.63902e-06 6.08589e-06 2.27624e-06 0 0 0 5.42266e-06 6.27092e-06 0 3.08606e-06 3.00249e-06 2.40117e-06 4.94528e-06 1.08283e-34 0 2.29076e-06 2.33214e-06 5.10007e-06 4.22691e-06 2.30303e-06 5.05561e-06 3.45792e-06 0 0 4.24557e-06 5.25522e-06 0 6.36887e-06 0 2.58843e-06 0 0 2.27285e-06 0 3.18207e-06 5.09893e-06 0 2.45775e-06 0 0 4.56695e-06 0 8.29035e-06 7.4391e-06 Variance: 3.76762e-08 Variances/cluster: 0 3.17308e-08 3.82751e-08 2.50775e-08 3.59342e-08 0 4.0355e-07 2.69807e-08 2.35089e-08 8.95767e-07 3.6828e-08 0 3.43762e-08 2.331e-08 2.04265e-08 3.99033e-08 2.67973e-31 3.88772e-08 5.4466e-08 2.75201e-08 4.13799e-08 2.32628e-08 2.08119e-08 1.34887e-07 4.5484e-08 2.52968e-08 3.70833e-08 6.86694e-32 3.40896e-08 3.06046e-08 0 5.17479e-08 3.88058e-08 2.91165e-08 2.32249e-08 0 0 0 2.7111e-08 4.74915e-08 0 2.73079e-08 4.76543e-08 2.82465e-08 3.07129e-08 0 0 1.83239e-08 1.99311e-08 2.96418e-08 2.38788e-08 2.87846e-08 4.55324e-08 2.04593e-08 0 0 5.44256e-08 1.75159e-06 0 3.74518e-08 0 2.84419e-08 0 0 2.25008e-08 0 2.44753e-08 2.83182e-08 0 3.41324e-08 0 0 1.69132e-07 0 9.41992e-08 4.53458e-08 -------------------------------------------------------------- Initialization seed trial #479 of 1000; initialization seed = 493576704 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 499006 Distortion: 0.035834 Distortions/cluster: 1.42201e-06 1.75962e-06 3.46356e-06 4.00261e-06 3.30439e-06 1.65771e-06 3.44639e-06 2.09372e-06 1.33279e-06 6.90417e-06 2.6824e-06 2.00118e-06 2.92761e-06 2.37044e-35 2.72908e-06 1.08283e-34 3.72978e-06 4.01861e-06 4.81569e-35 2.20895e-06 5.62251e-06 3.26988e-06 5.12484e-06 0 3.66201e-06 4.43125e-06 0 1.65044e-06 1.27749e-35 1.69992e-06 3.98308e-06 1.31601e-06 9.85484e-06 3.34264e-06 5.24573e-06 1.82648e-06 3.76701e-06 3.70155e-06 2.72295e-06 5.0743e-06 0 3.20056e-06 4.49226e-06 0 4.13147e-06 0 0 3.19394e-06 4.92643e-06 0 1.84505e-06 0 3.27914e-06 0 3.71643e-06 5.25522e-06 3.62737e-06 6.83535e-06 2.9015e-06 3.41263e-06 4.05259e-06 1.49755e-06 2.42118e-06 4.97169e-06 0 1.33372e-06 0 0 5.92572e-06 6.45786e-06 0.0356196 5.54074e-06 5.41843e-06 0 4.97163e-06 5.04605e-06 Variance: 6.13176e-06 Variances/cluster: 1.75536e-08 2.54987e-08 2.30883e-08 4.04175e-08 5.00514e-08 2.95993e-08 3.91506e-08 1.61041e-07 1.82553e-08 3.08121e-08 3.15548e-08 1.92404e-08 2.95694e-08 0 3.1366e-08 0 4.00919e-08 2.43531e-08 2.67973e-31 2.16544e-08 5.40579e-08 2.47691e-08 3.01435e-08 0 1.07697e-07 4.30181e-08 0 2.17137e-08 0 2.42817e-08 4.68456e-08 2.05608e-08 8.95767e-07 3.24499e-08 7.82868e-08 1.77307e-08 4.09433e-08 4.1578e-08 2.72268e-08 3.23098e-08 0 4.05098e-08 3.93929e-08 0 3.82511e-08 0 0 2.57554e-08 2.76742e-08 0 2.79528e-08 0 2.1859e-08 0 2.18594e-08 1.75159e-06 3.85763e-08 4.35228e-08 3.71958e-08 3.04674e-08 3.09327e-08 1.80407e-08 1.87672e-08 3.9144e-08 0 1.99042e-08 0 0 3.30938e-08 4.0355e-07 0.035575 1.38473e-07 4.40379e-08 0 3.65445e-08 2.83461e-08 -------------------------------------------------------------- Initialization seed trial #480 of 1000; initialization seed = 493576705 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 78 BIC score: 498630 Distortion: 0.035845 Distortions/cluster: 2.82494e-06 2.5901e-06 2.222e-06 2.715e-06 2.86965e-06 3.06467e-06 2.63038e-06 3.13391e-06 4.81569e-35 3.10791e-06 2.99681e-06 2.87875e-06 2.37044e-35 2.1799e-06 3.7747e-06 2.46452e-06 3.97782e-06 2.63862e-06 2.4608e-06 3.00258e-06 3.32111e-06 2.58397e-06 2.44734e-06 1.89375e-06 3.23771e-06 3.56316e-06 3.81279e-06 2.97856e-06 3.99215e-06 3.57061e-06 3.11167e-06 4.74841e-06 3.10702e-06 3.96666e-06 4.02831e-06 3.56753e-06 2.83501e-06 3.60169e-06 0 0 1.59192e-05 3.00408e-06 4.27414e-06 1.27749e-35 1.76639e-06 0 2.06782e-06 1.9566e-06 7.89415e-06 0 0 1.86623e-06 2.85499e-06 0 0 3.63424e-06 1.08283e-34 3.77293e-06 4.03706e-06 2.3083e-06 2.73146e-06 2.45348e-05 2.06719e-06 0 2.39758e-06 2.31284e-06 3.3458e-06 2.41966e-06 3.84734e-06 0 3.75258e-06 4.97415e-06 0 3.92918e-06 0.0356196 1.88227e-06 Variance: 6.13364e-06 Variances/cluster: 2.59138e-08 3.45325e-08 3.58276e-08 3.35156e-08 3.37504e-08 2.61851e-08 3.75737e-08 2.41049e-08 2.67973e-31 2.98812e-08 3.84079e-08 3.64278e-08 0 3.11317e-08 2.41888e-08 2.80034e-08 2.14999e-08 2.56153e-08 1.11816e-07 4.16899e-08 2.61476e-08 1.95738e-08 2.65992e-08 2.36699e-08 3.85314e-08 5.16354e-08 2.20368e-08 4.07887e-08 2.43402e-08 2.20383e-08 4.78677e-08 3.18658e-08 2.14259e-08 3.19787e-08 3.53246e-08 2.36237e-08 3.54346e-08 2.40084e-08 0 0 7.5794e-07 3.30089e-08 1.64378e-07 0 2.80354e-08 0 2.58454e-08 5.58984e-08 9.07286e-08 0 0 3.80837e-08 1.0977e-07 0 0 4.54139e-08 0 3.52579e-08 3.99577e-08 2.92094e-08 2.87498e-08 2.72576e-06 3.44503e-08 0 2.82043e-08 3.50318e-08 2.1309e-08 3.31435e-08 3.77067e-08 0 2.05041e-08 3.29304e-08 0 2.76679e-08 0.035575 2.89555e-08 -------------------------------------------------------------- Initialization seed trial #481 of 1000; initialization seed = 493576706 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 22 BIC score: 499119 Distortion: 0.0358339 Distortions/cluster: 1.94756e-06 1.08283e-34 7.76697e-06 4.35396e-06 6.65609e-06 2.69931e-06 2.85499e-06 2.75265e-06 1.62699e-06 2.37044e-35 3.60261e-06 3.78464e-06 4.47517e-06 0.0356196 4.99121e-06 4.48639e-06 1.91583e-06 3.00765e-06 1.97295e-06 0 0 4.10573e-06 6.45786e-06 2.8924e-06 3.77564e-06 3.64596e-06 1.27749e-35 3.5337e-06 1.96933e-06 3.36935e-06 5.25522e-06 3.33007e-06 0 4.54377e-06 2.50396e-06 3.76825e-06 2.16231e-06 1.40211e-06 0 1.57165e-06 4.11162e-06 0 2.02243e-06 9.85484e-06 7.88395e-06 3.15155e-06 1.73512e-06 0 2.27407e-06 4.81569e-35 0 2.94015e-06 2.20332e-06 3.70239e-06 0 0 4.08289e-06 0 2.61094e-06 0 4.27414e-06 5.07527e-06 0 5.65522e-06 5.24989e-06 5.41313e-06 0 4.5336e-06 3.55989e-06 2.66191e-06 3.34364e-06 1.53621e-06 3.286e-06 5.18001e-06 0 4.86382e-06 Variance: 6.13175e-06 Variances/cluster: 3.67351e-08 0 9.03049e-08 4.22678e-08 4.13388e-08 1.86143e-08 1.0977e-07 1.14655e-07 1.96003e-08 0 3.8313e-08 3.70923e-08 3.60872e-08 0.035575 4.09081e-08 3.89993e-08 3.48217e-08 3.26888e-08 2.63028e-08 0 0 4.36634e-08 4.0355e-07 2.17454e-08 2.58583e-08 2.56735e-08 0 2.57912e-08 1.89336e-08 3.5841e-08 1.75159e-06 2.00589e-08 0 4.36874e-08 3.62777e-08 2.71071e-08 3.72699e-08 1.86927e-08 0 1.82729e-08 2.85504e-08 0 3.81466e-08 8.95767e-07 5.71252e-08 2.78874e-08 2.01734e-08 0 3.44441e-08 2.67973e-31 0 4.08221e-08 2.39463e-08 2.76274e-08 0 0 2.45933e-08 0 3.1838e-08 0 1.64378e-07 3.05708e-08 0 2.82736e-08 2.79158e-08 3.49121e-08 0 4.48831e-08 3.48905e-08 1.91487e-08 2.90726e-08 2.32733e-08 3.45788e-08 3.11945e-08 0 3.13693e-08 -------------------------------------------------------------- Initialization seed trial #482 of 1000; initialization seed = 493576707 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 723012 Distortion: 0.000229256 Distortions/cluster: 7.87631e-06 1.75429e-06 3.29145e-06 2.4608e-06 2.75653e-06 1.61759e-06 4.03756e-06 2.30229e-06 4.29466e-06 3.77285e-06 3.89786e-06 2.70023e-06 3.22016e-06 4.46579e-06 2.34275e-06 4.06167e-06 1.08283e-34 1.87381e-06 3.30907e-06 3.16726e-06 1.27749e-35 2.37044e-35 1.97803e-06 2.79196e-06 3.74346e-06 4.81569e-35 0 2.71383e-06 4.19275e-06 0 9.64317e-35 0 2.87156e-06 0 0 1.85501e-06 6.89361e-06 4.41013e-06 1.45712e-06 2.70738e-06 1.77972e-06 1.10878e-06 0 2.73671e-06 2.73176e-06 3.85378e-06 0 3.63454e-06 4.27414e-06 3.32042e-06 4.02745e-06 1.59192e-05 2.67843e-06 3.17057e-06 3.28279e-06 4.59359e-06 0 4.39989e-06 0 5.93215e-06 2.45348e-05 3.14391e-06 3.61078e-06 0 1.92473e-06 4.07016e-06 3.74107e-06 3.10441e-06 1.96333e-06 2.97632e-06 0 3.6904e-06 3.48207e-06 3.89686e-06 0 2.85499e-06 Variance: 3.92292e-08 Variances/cluster: 9.05237e-08 2.01624e-08 3.69709e-08 1.11816e-07 2.4178e-08 1.99685e-08 2.33365e-08 2.8776e-08 2.73521e-08 3.92876e-08 3.41805e-08 2.36838e-08 3.78718e-08 4.17225e-08 1.8591e-08 2.67128e-08 0 2.10517e-08 2.78049e-08 2.93168e-08 0 0 2.38288e-08 2.11494e-08 2.90096e-08 2.67973e-31 0 2.71357e-08 2.20652e-08 0 6.86694e-32 0 2.65853e-08 0 0 1.67103e-08 4.62617e-08 3.9718e-08 1.71405e-08 3.81195e-08 1.99945e-08 2.09185e-08 0 3.33715e-08 2.20284e-08 4.4798e-08 0 4.91001e-08 1.64378e-07 3.45773e-08 2.24978e-08 7.5794e-07 3.57096e-08 2.66411e-08 3.73012e-08 5.40376e-08 0 3.96355e-08 0 3.15436e-08 2.72576e-06 2.83211e-08 4.15007e-08 0 2.02585e-08 3.95034e-08 2.9926e-08 3.60861e-08 2.39409e-08 4.02174e-08 0 5.1251e-08 2.80781e-08 4.05888e-08 0 1.0977e-07 -------------------------------------------------------------- Initialization seed trial #483 of 1000; initialization seed = 493576708 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 594671 Distortion: 0.00412142 Distortions/cluster: 2.63136e-06 9.64317e-35 2.06756e-06 3.19521e-06 4.02552e-06 2.22308e-06 1.95067e-06 2.09372e-06 2.49661e-06 5.52972e-06 0 2.88239e-06 5.3908e-06 1.80563e-06 3.45457e-06 2.36169e-06 4.25705e-06 2.37044e-35 1.96023e-06 5.91804e-06 2.54892e-06 1.77855e-06 3.26667e-06 3.09936e-06 5.25522e-06 0 9.85484e-06 4.81569e-35 4.19955e-06 3.05561e-06 0.00391362 5.79444e-06 2.24441e-06 4.27327e-06 2.70651e-06 2.31892e-06 1.99097e-06 0 3.51958e-06 5.1201e-06 2.53166e-06 1.51883e-06 1.90527e-06 2.13277e-06 2.67114e-06 2.35492e-06 0 3.94236e-06 2.32582e-06 5.18879e-06 4.43111e-06 0 4.92784e-06 2.35826e-06 2.77166e-06 2.85002e-06 0 2.68713e-06 2.87044e-06 5.27057e-06 3.06582e-06 2.07317e-06 0 5.9104e-06 2.11694e-06 0 6.60458e-06 1.68682e-06 2.5199e-06 6.91505e-06 1.74592e-06 2.26881e-06 2.25191e-06 0 2.63086e-06 0 Variance: 7.0524e-07 Variances/cluster: 2.79907e-08 6.86694e-32 3.04029e-08 2.4388e-08 4.73432e-08 1.30756e-07 2.09729e-08 1.61041e-07 3.72599e-08 1.38197e-07 0 1.97401e-08 7.92686e-08 2.82103e-08 2.18625e-08 2.0012e-08 4.17221e-08 0 2.25288e-08 4.05215e-08 1.97574e-08 4.80654e-08 2.76812e-08 3.44346e-08 1.75159e-06 0 8.95767e-07 2.67973e-31 4.07589e-08 2.24657e-08 0.00391989 4.13756e-08 2.41314e-08 6.01687e-08 2.60211e-08 3.13342e-08 3.82846e-08 0 1.06645e-07 3.87761e-08 2.34393e-08 4.74592e-08 1.70098e-08 2.05056e-08 3.51445e-08 1.88377e-08 0 2.94109e-08 2.55562e-08 4.11674e-08 2.68528e-08 0 2.86408e-08 2.5631e-08 3.07934e-08 3.9038e-08 0 2.51109e-08 3.41688e-08 4.28374e-08 2.09969e-08 3.70176e-08 0 3.93959e-07 3.30743e-08 0 4.6826e-08 1.81362e-08 2.70928e-08 3.00557e-08 2.20981e-08 2.31491e-08 2.20756e-08 0 2.68432e-08 0 -------------------------------------------------------------- Initialization seed trial #484 of 1000; initialization seed = 493576709 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 498570 Distortion: 0.0358339 Distortions/cluster: 1.95051e-06 3.01354e-06 2.47651e-06 2.61636e-06 3.12328e-06 5.13671e-06 4.38879e-06 4.68799e-06 5.25522e-06 1.92427e-06 4.20193e-06 2.25335e-06 1.93107e-06 9.85484e-06 2.07639e-06 1.76775e-06 4.91748e-06 4.36913e-06 3.09382e-06 1.72697e-06 3.26013e-06 4.44843e-06 1.94344e-06 1.27749e-35 1.46831e-06 1.49755e-06 5.2913e-06 4.81569e-35 3.42434e-06 2.7961e-06 3.18216e-06 2.32872e-06 2.37044e-35 0 4.30857e-06 5.70171e-06 3.93634e-06 1.83471e-06 1.72471e-06 0.0356196 2.18596e-06 0 1.2381e-06 2.46819e-06 2.8712e-06 1.78641e-06 1.93122e-06 4.51332e-06 2.7635e-06 1.08283e-34 8.29035e-06 6.53164e-06 9.01654e-06 2.31295e-06 1.79802e-06 2.99864e-06 1.92225e-06 0 4.12209e-06 2.66245e-06 0 4.45888e-06 4.14897e-06 4.26962e-06 1.43341e-06 5.93321e-06 0 0 4.56695e-06 0 4.07086e-06 0 0 6.45786e-06 1.67266e-06 0 Variance: 6.13174e-06 Variances/cluster: 1.85741e-08 2.00885e-08 2.38098e-08 2.35687e-08 3.43111e-08 3.86185e-08 3.88357e-08 4.78222e-08 1.75159e-06 2.40513e-08 3.11224e-08 1.94237e-08 2.50767e-08 8.95767e-07 2.28154e-08 2.85096e-08 2.82521e-08 3.73307e-08 2.94622e-08 2.05573e-08 3.16489e-08 2.55635e-08 3.23877e-08 0 1.95754e-08 2.72251e-08 1.35629e-07 2.67973e-31 2.85267e-08 2.25465e-08 3.6999e-08 3.02404e-08 0 0 3.23847e-08 3.20295e-08 4.741e-08 2.82238e-08 2.0053e-08 0.035575 3.90315e-08 0 2.17188e-08 2.86973e-08 2.26058e-08 1.55326e-08 2.07639e-08 2.83764e-08 3.25012e-08 0 9.41992e-08 4.44186e-08 5.12139e-08 3.40028e-08 2.30488e-08 4.34443e-08 2.15964e-08 0 4.84804e-08 1.97195e-08 0 4.37108e-08 4.14872e-08 4.31133e-08 1.59253e-08 5.44283e-08 0 0 1.69132e-07 0 4.62557e-08 0 0 4.0355e-07 1.83793e-08 0 -------------------------------------------------------------- Initialization seed trial #485 of 1000; initialization seed = 493576710 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 723309 Distortion: 0.000228969 Distortions/cluster: 4.81569e-35 3.0915e-06 0 2.58245e-06 3.36827e-06 2.93356e-06 1.75576e-06 3.31888e-06 2.55616e-06 2.02618e-06 7.89415e-06 1.76543e-06 2.45626e-06 3.24784e-06 1.08283e-34 3.72162e-06 2.21098e-06 4.94861e-06 2.96869e-06 4.17379e-06 2.77877e-06 4.28623e-06 3.68321e-06 4.23907e-06 4.41278e-06 2.3373e-06 3.14339e-06 2.37044e-35 3.64637e-06 2.11455e-06 3.48489e-06 0 4.27414e-06 0 4.29936e-06 2.85499e-06 0 3.10068e-06 3.38659e-06 2.34417e-06 2.99337e-06 3.47869e-06 0 2.06331e-06 0 2.27785e-06 3.28816e-06 2.82867e-06 2.63317e-06 4.63172e-06 2.559e-06 0 4.15844e-06 6.77376e-06 0 0 0 3.31066e-06 2.47063e-06 1.27749e-35 2.88705e-06 1.59192e-05 2.11773e-06 4.71098e-06 4.78963e-06 3.20289e-06 0 0 4.98899e-06 9.64317e-35 3.34896e-06 3.43109e-06 0 2.45348e-05 3.23562e-06 2.92821e-06 Variance: 3.91802e-08 Variances/cluster: 2.67973e-31 2.08861e-08 0 3.58559e-08 3.43594e-08 4.73012e-08 3.58295e-08 3.0169e-08 1.111e-07 3.26697e-08 9.07286e-08 2.59595e-08 3.66584e-08 4.05945e-08 0 3.57731e-08 1.97387e-08 4.37784e-08 3.37322e-08 2.38481e-08 3.80624e-08 3.75873e-08 3.12034e-08 4.76257e-08 3.19662e-08 2.1441e-08 3.6539e-08 0 2.62306e-08 4.06513e-08 2.32306e-08 0 1.64378e-07 0 2.88454e-08 1.0977e-07 0 2.62747e-08 5.29108e-08 3.44616e-08 3.6952e-08 3.82147e-08 0 2.75083e-08 0 2.7115e-08 2.31533e-08 3.67331e-08 2.86189e-08 2.96878e-08 2.61091e-08 0 2.06869e-08 3.05024e-08 0 0 0 2.38156e-08 3.79972e-08 0 2.20366e-08 7.5794e-07 2.55126e-08 3.11958e-08 2.78442e-08 3.02133e-08 0 0 2.80256e-08 6.86694e-32 2.6367e-08 2.83536e-08 0 2.72576e-06 2.74176e-08 3.70542e-08 -------------------------------------------------------------- Initialization seed trial #486 of 1000; initialization seed = 493576711 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 722621 Distortion: 0.000231773 Distortions/cluster: 3.52242e-06 2.23298e-06 4.56337e-06 5.24573e-06 1.61548e-06 6.8042e-06 4.55239e-06 1.27749e-35 1.9529e-06 1.59192e-05 2.4887e-06 3.4486e-06 3.26327e-06 3.04561e-06 9.64317e-35 3.92062e-06 3.13156e-06 2.96256e-06 1.73336e-06 3.23587e-06 2.37044e-35 4.4997e-06 2.43286e-06 2.89134e-06 2.55739e-06 1.67404e-06 2.45774e-06 0 2.68071e-06 3.36599e-06 2.88996e-06 3.39174e-06 2.4043e-06 4.83317e-06 2.21872e-06 2.83348e-06 3.40843e-06 1.08283e-34 3.86425e-06 8.21405e-06 3.53537e-06 1.49136e-06 4.88573e-06 3.2324e-06 2.82189e-06 2.46912e-06 3.26491e-06 2.45348e-05 0 0 3.61539e-06 3.37551e-06 4.04223e-06 2.31967e-06 2.48002e-06 2.86042e-06 3.25642e-06 0 3.66201e-06 9.10552e-06 0 2.82039e-06 0 0 4.06085e-06 0 5.2913e-06 0 0 0 0 2.10815e-06 4.81569e-35 1.17715e-06 3.18007e-06 1.92594e-06 Variance: 3.96601e-08 Variances/cluster: 3.45305e-08 1.59484e-07 2.74812e-08 7.82868e-08 2.37542e-08 5.57673e-08 2.60115e-08 0 2.21901e-08 7.5794e-07 2.07367e-08 2.11552e-08 2.60976e-08 3.62453e-08 6.86694e-32 3.11134e-08 3.44013e-08 3.18449e-08 1.60483e-08 3.55562e-08 0 2.60076e-08 1.97776e-08 3.90594e-08 3.32024e-08 1.83944e-08 3.66706e-08 0 2.39328e-08 3.69768e-08 3.56667e-08 2.23121e-08 4.71273e-08 2.98317e-08 2.0353e-08 4.49624e-08 3.91657e-08 0 3.75049e-08 4.34571e-08 3.07392e-08 2.13032e-08 2.77507e-08 3.75831e-08 2.58859e-08 2.09223e-08 2.88905e-08 2.72576e-06 0 0 2.63872e-08 5.62412e-08 3.0854e-08 2.66605e-08 3.26289e-08 4.08496e-08 2.42991e-08 0 1.07697e-07 5.11507e-08 0 3.20395e-08 0 0 4.46207e-08 0 1.35629e-07 0 0 0 0 3.97639e-08 2.67973e-31 2.73731e-08 2.91722e-08 1.92572e-08 -------------------------------------------------------------- Initialization seed trial #487 of 1000; initialization seed = 493576712 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 595570 Distortion: 0.0041311 Distortions/cluster: 2.03228e-06 3.97711e-06 2.74485e-06 5.70089e-06 2.24898e-06 4.81569e-35 3.10528e-06 0.00391362 8.00262e-06 1.6254e-06 2.00589e-06 2.88929e-06 9.64317e-35 2.7199e-06 5.54479e-06 4.70917e-06 2.85499e-06 2.79047e-06 2.37044e-35 0 5.66376e-06 3.19878e-06 4.09923e-06 4.27414e-06 4.36692e-06 2.60897e-06 2.67452e-06 2.18188e-06 2.77647e-06 0 7.78504e-06 2.89228e-06 2.75265e-06 3.5116e-06 5.7555e-06 0 0 0 1.92409e-06 0 0 4.00316e-06 4.31849e-06 3.6691e-06 0 0 6.75606e-06 6.13762e-06 2.60983e-06 2.68802e-06 0 5.0718e-06 6.75236e-06 5.6266e-06 3.58274e-06 5.98828e-06 0 2.23359e-06 2.68689e-06 4.88142e-06 7.134e-06 0 5.9104e-06 0 2.88892e-06 5.25522e-06 3.66667e-06 0 2.55287e-06 0 9.85484e-06 3.78952e-06 0 0 0 0 Variance: 7.06896e-07 Variances/cluster: 2.54004e-08 3.34182e-08 3.04956e-08 3.08055e-08 3.74805e-08 2.67973e-31 2.23375e-08 0.00391989 9.09302e-08 4.78016e-08 2.6742e-08 3.04111e-08 6.86694e-32 2.92436e-08 4.39918e-08 2.23164e-08 1.0977e-07 3.57723e-08 0 0 4.83931e-08 2.90773e-08 2.49931e-08 1.64378e-07 2.10944e-08 2.43806e-08 3.56574e-08 2.18166e-08 2.45684e-08 0 4.07463e-08 1.96731e-08 1.14655e-07 1.93994e-08 4.4602e-08 0 0 0 1.9433e-08 0 0 4.16959e-08 2.99865e-08 3.94492e-08 0 0 3.57347e-08 3.02247e-08 3.43371e-08 2.98643e-08 0 3.99236e-08 4.27327e-08 4.4998e-08 2.8432e-08 4.2157e-08 0 2.23333e-08 3.48917e-08 2.63838e-08 4.3486e-08 0 3.93959e-07 0 3.90369e-08 1.75159e-06 2.38075e-08 0 3.86765e-08 0 8.95767e-07 2.46051e-08 0 0 0 0 -------------------------------------------------------------- Initialization seed trial #488 of 1000; initialization seed = 493576713 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 498855 Distortion: 0.0358295 Distortions/cluster: 3.27722e-06 0.0356196 3.76425e-06 2.49821e-06 1.27749e-35 1.68423e-06 2.27299e-06 3.48327e-06 3.88447e-06 2.75265e-06 3.06152e-06 4.65417e-06 2.2664e-06 4.70062e-06 4.81569e-35 2.86092e-06 2.37044e-35 3.51948e-06 2.86965e-06 2.78211e-06 3.28025e-06 2.22737e-06 2.30552e-06 2.59099e-06 2.85499e-06 2.95037e-06 3.15626e-06 3.82818e-06 5.10969e-06 3.89504e-06 5.25522e-06 3.15423e-06 2.54703e-06 4.27414e-06 0 2.28078e-06 2.29738e-06 1.4163e-06 0 2.74474e-06 6.59883e-06 3.50789e-06 2.72075e-06 0 2.92354e-06 0 3.29882e-06 2.59776e-06 6.45786e-06 0 4.1027e-06 5.80132e-06 0 1.81841e-06 0 4.29666e-06 9.85484e-06 3.02402e-06 7.87631e-06 5.13895e-06 2.83268e-06 0 3.6628e-06 3.46265e-06 6.54006e-06 0 0 1.08283e-34 2.38602e-06 0 3.13183e-06 3.05173e-06 2.34695e-06 3.46282e-06 2.56599e-06 0 Variance: 6.13099e-06 Variances/cluster: 3.76662e-08 0.035575 4.04625e-08 3.12174e-08 0 3.43604e-08 1.8038e-08 3.9126e-08 4.08866e-08 1.14655e-07 4.78219e-08 2.64418e-08 2.83274e-08 2.9561e-08 2.67973e-31 2.60059e-08 0 3.59098e-08 4.2197e-08 2.07595e-08 2.27775e-08 2.6514e-08 2.07636e-08 3.04723e-08 1.0977e-07 2.73151e-08 2.33769e-08 4.02835e-08 4.36688e-08 3.97322e-08 1.75159e-06 3.75379e-08 3.39492e-08 1.64378e-07 0 3.04001e-08 2.44381e-08 2.62191e-08 0 2.74451e-08 3.9043e-08 2.16517e-08 2.51891e-08 0 3.07644e-08 0 2.46156e-08 2.01359e-08 4.0355e-07 0 3.28187e-08 2.66093e-08 0 3.56432e-08 0 3.87056e-08 8.95767e-07 3.322e-08 9.05237e-08 3.02265e-08 2.08267e-08 0 3.85434e-08 3.26558e-08 5.49537e-08 0 0 0 2.14886e-08 0 3.29636e-08 3.46683e-08 2.04059e-08 2.40452e-08 2.08595e-08 0 -------------------------------------------------------------- Initialization seed trial #489 of 1000; initialization seed = 493576714 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 727190 Distortion: 0.000210258 Distortions/cluster: 3.06765e-06 3.79991e-06 2.50924e-06 0 4.27414e-06 2.85499e-06 2.90421e-06 3.28872e-06 9.64317e-35 2.41839e-06 3.14477e-06 3.80821e-06 1.71526e-06 2.37044e-35 4.21437e-06 1.7423e-06 2.61609e-06 2.46537e-06 3.25406e-06 2.97502e-06 1.08283e-34 2.07582e-06 6.45786e-06 2.65191e-06 2.55227e-06 1.27749e-35 3.58447e-06 3.51079e-06 0 2.56377e-06 0 0 2.45486e-06 2.64768e-06 0 3.24846e-06 3.12834e-06 4.84101e-06 4.81569e-35 4.43166e-06 9.85484e-06 2.39974e-06 2.48667e-06 0 3.60132e-06 3.48123e-06 0 5.39479e-06 4.21442e-06 2.55616e-06 0 2.54184e-06 2.67827e-06 2.95722e-06 5.14425e-06 3.08071e-06 5.25522e-06 3.27862e-06 5.03637e-06 0 0 7.89415e-06 5.28624e-06 2.09229e-06 3.08471e-06 3.5218e-06 3.36261e-06 2.87942e-06 0 3.05511e-06 3.06878e-06 0 4.84152e-06 4.78645e-06 5.20797e-06 2.01325e-06 Variance: 3.59784e-08 Variances/cluster: 3.52572e-08 4.99944e-08 2.22037e-08 0 1.64378e-07 1.0977e-07 3.15649e-08 3.73695e-08 6.86694e-32 2.87808e-08 4.83665e-08 2.53798e-08 2.72174e-08 0 3.09779e-08 3.34946e-08 3.22947e-08 3.91297e-08 3.25375e-08 3.81381e-08 0 2.96521e-08 4.0355e-07 3.31387e-08 2.29914e-08 0 4.3172e-08 3.77381e-08 0 3.66133e-08 0 0 3.6089e-08 2.87766e-08 0 2.32013e-08 3.5955e-08 2.36126e-08 2.67973e-31 2.9941e-08 8.95767e-07 3.69069e-08 2.61729e-08 0 2.27911e-08 2.36796e-08 0 2.24763e-08 3.79564e-08 1.111e-07 0 3.34344e-08 3.04318e-08 2.73785e-08 2.55903e-08 2.7745e-08 1.75159e-06 2.82546e-08 4.26675e-08 0 0 9.07286e-08 2.85718e-08 3.54509e-08 2.65892e-08 3.14419e-08 3.53928e-08 3.16317e-08 0 3.81855e-08 2.51517e-08 0 2.21054e-08 4.31174e-08 2.28393e-08 5.59192e-08 -------------------------------------------------------------- Initialization seed trial #490 of 1000; initialization seed = 493576715 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 594390 Distortion: 0.00414904 Distortions/cluster: 1.79444e-06 9.25394e-07 2.09867e-06 4.56695e-06 2.16935e-06 2.34207e-06 8.55988e-06 3.48097e-06 1.02665e-05 8.85696e-06 2.79453e-06 1.59192e-05 1.30593e-06 1.63273e-06 1.55239e-06 1.20585e-05 2.28424e-06 8.67788e-06 1.51373e-06 2.02972e-06 9.64317e-35 1.24499e-06 2.99127e-06 7.61662e-06 1.38197e-06 2.40058e-06 2.34728e-06 4.81569e-35 2.72707e-06 1.63495e-06 1.30593e-06 2.19738e-06 2.6233e-06 2.37044e-35 1.78212e-06 2.01418e-06 1.91443e-06 0 1.9388e-06 2.41831e-06 1.5322e-06 3.59439e-06 2.11844e-06 0 0 2.16031e-06 1.52286e-06 5.50482e-06 2.11022e-06 7.68786e-06 1.77091e-06 0 1.778e-06 1.94209e-06 3.10858e-06 2.26483e-06 2.07468e-06 2.76293e-06 1.8814e-06 8.84372e-07 5.25815e-06 2.18148e-06 3.95343e-06 2.33475e-06 1.40461e-06 0 2.04641e-06 0.00391362 0 2.45348e-05 2.03612e-06 0 0 5.56445e-06 8.03412e-06 0 Variance: 7.09965e-07 Variances/cluster: 1.9503e-08 1.92773e-08 2.20893e-08 1.69132e-07 3.33725e-08 1.91951e-08 9.61687e-08 5.35487e-08 5.3177e-08 3.208e-08 2.85132e-08 7.5794e-07 2.10609e-08 2.40083e-08 2.1559e-08 4.44821e-08 3.21696e-08 4.66402e-08 2.60967e-08 2.07095e-08 6.86694e-32 2.59347e-08 4.74762e-08 5.00932e-08 2.55896e-08 2.10559e-08 1.8928e-08 2.67973e-31 3.78727e-08 1.79649e-08 2.46375e-08 2.49681e-08 3.40659e-08 0 2.12132e-08 3.80005e-08 2.05833e-08 0 2.42328e-08 1.91913e-08 2.09872e-08 3.63037e-08 4.70729e-08 0 0 2.4546e-08 2.81986e-08 4.13761e-08 2.70519e-08 3.9615e-08 3.00126e-08 0 2.6535e-08 3.53075e-08 3.49248e-08 1.96924e-08 1.77308e-08 1.94555e-08 1.82638e-08 2.94756e-08 1.34779e-07 2.98807e-08 2.84395e-08 2.16156e-08 3.1921e-08 0 2.37928e-08 0.00391989 0 2.72576e-06 3.45077e-08 0 0 3.65961e-08 5.28403e-08 0 -------------------------------------------------------------- Initialization seed trial #491 of 1000; initialization seed = 493576716 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 726774 Distortion: 0.000212747 Distortions/cluster: 5.9104e-06 2.99294e-06 2.1924e-06 2.81991e-06 2.6165e-06 4.63436e-06 2.45178e-06 3.44371e-06 6.85222e-06 2.2964e-06 2.67499e-06 3.95121e-06 1.08283e-34 1.27749e-35 2.97704e-06 3.42233e-06 3.69474e-06 3.58591e-06 4.81569e-35 9.64317e-35 9.54756e-06 2.5693e-06 1.67939e-06 2.29692e-06 2.17178e-06 2.64044e-06 2.37044e-35 8.29035e-06 0 0 2.48987e-06 3.2646e-06 2.86326e-06 4.0592e-06 2.33372e-06 4.5553e-06 4.96695e-06 2.04331e-06 4.01478e-06 4.56695e-06 3.61845e-06 5.54074e-06 0 2.49517e-06 2.36256e-06 2.10386e-06 2.34566e-06 2.63063e-06 2.45639e-06 0 3.74789e-06 0 2.51064e-06 2.87852e-06 4.69123e-06 0 3.06721e-06 1.95333e-06 3.68152e-06 0 3.10361e-06 2.7991e-06 1.05303e-05 1.94851e-06 5.20305e-06 5.25522e-06 1.92675e-06 0 2.8169e-06 0 0 0 9.85484e-06 2.35415e-06 0 0 Variance: 3.64043e-08 Variances/cluster: 3.93959e-07 4.75028e-08 2.06806e-08 3.5692e-08 2.56498e-08 4.25032e-08 1.9303e-08 2.77694e-08 4.17684e-08 2.22931e-08 3.56551e-08 5.89554e-08 0 0 1.86048e-08 2.31218e-08 2.43054e-08 4.07356e-08 2.67973e-31 6.86694e-32 3.20283e-08 3.56729e-08 3.29183e-08 3.37757e-08 2.82025e-08 2.75021e-08 0 9.41992e-08 0 0 1.94504e-08 3.70954e-08 2.42628e-08 3.97841e-08 2.06501e-08 3.03657e-08 2.28872e-08 2.52238e-08 2.33397e-08 1.69132e-07 2.42828e-08 1.38473e-07 0 3.61588e-08 2.33889e-08 2.10366e-08 3.25758e-08 2.32773e-08 3.55966e-08 0 3.78451e-08 0 2.8207e-08 3.69013e-08 3.97431e-08 0 4.14362e-08 1.30208e-07 3.60903e-08 0 2.36896e-08 2.64035e-08 4.53742e-08 3.35918e-08 3.35571e-08 1.75159e-06 5.66646e-08 0 2.23544e-08 0 0 0 8.95767e-07 2.80229e-08 0 0 -------------------------------------------------------------- Initialization seed trial #492 of 1000; initialization seed = 493576717 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 78 BIC score: 723505 Distortion: 0.000227709 Distortions/cluster: 2.52808e-06 0 1.58562e-06 2.65026e-06 2.91265e-06 2.44665e-06 3.92478e-06 4.19984e-06 3.85045e-06 9.64317e-35 2.37044e-35 5.05577e-06 2.71579e-06 3.97225e-06 4.92183e-06 2.6872e-06 1.08283e-34 2.09249e-06 0 3.50682e-06 1.24678e-06 2.88003e-06 3.59728e-06 3.75151e-06 5.79114e-06 2.55616e-06 2.48989e-06 4.9148e-06 3.81759e-06 4.26226e-06 3.08146e-06 3.6765e-06 0 0 3.40598e-06 4.27414e-06 4.16282e-06 3.19176e-06 1.27749e-35 4.51454e-06 4.81569e-35 1.78594e-06 4.83257e-06 3.48926e-06 2.14296e-06 0 2.85499e-06 3.60734e-06 1.42826e-05 1.72196e-06 7.89415e-06 0 3.09682e-06 2.59028e-06 2.69934e-06 1.53289e-06 0 2.09399e-06 0 0 0 2.92158e-06 1.79803e-06 3.0851e-06 4.88015e-06 2.34303e-06 0 4.34188e-06 3.81633e-06 3.1815e-06 2.93368e-06 2.45348e-05 3.27672e-06 0 2.79569e-06 2.51037e-06 Variance: 3.89646e-08 Variances/cluster: 3.61034e-08 0 2.05907e-08 3.27164e-08 2.62371e-08 2.5483e-08 5.37594e-08 2.49969e-08 3.5314e-08 6.86694e-32 0 2.95562e-08 3.87842e-08 3.10231e-08 2.28902e-08 3.95055e-08 0 2.43288e-08 0 2.32212e-08 3.27992e-08 2.16525e-08 2.16678e-08 4.07748e-08 2.38298e-08 1.111e-07 4.0814e-08 3.0524e-08 3.60042e-08 3.2287e-08 4.00155e-08 2.98876e-08 0 0 3.78409e-08 1.64378e-07 2.65125e-08 4.83455e-08 0 2.40109e-08 2.67973e-31 2.58809e-08 4.12908e-08 3.71076e-08 3.15039e-08 0 1.0977e-07 3.57046e-08 7.14025e-07 2.0021e-08 9.07286e-08 0 3.68548e-08 2.00779e-08 3.64748e-08 2.51272e-08 0 2.52262e-08 0 0 0 4.1723e-08 2.72403e-08 2.77845e-08 5.74082e-08 3.6607e-08 0 2.76529e-08 2.59592e-08 2.54437e-08 3.37174e-08 2.72576e-06 3.15043e-08 0 2.91122e-08 3.17742e-08 -------------------------------------------------------------- Initialization seed trial #493 of 1000; initialization seed = 493576718 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 727073 Distortion: 0.000209684 Distortions/cluster: 4.27414e-06 9.85484e-06 4.18328e-06 1.85143e-06 3.37324e-06 1.96811e-06 2.63826e-06 2.37044e-35 3.72306e-06 0 4.71192e-06 3.21023e-06 3.70032e-06 3.34836e-06 2.77114e-06 1.78644e-06 2.89368e-06 1.27749e-35 8.00262e-06 3.02522e-06 1.47004e-06 2.63748e-06 4.52115e-06 4.45434e-06 6.45786e-06 2.59976e-06 3.39767e-06 2.34951e-06 0 4.63438e-06 2.65804e-06 4.12122e-06 2.77523e-06 0 4.81569e-35 5.13844e-06 2.67014e-06 0 9.64317e-35 0 0 2.11715e-06 4.81051e-06 3.24691e-06 3.30068e-06 0 0 3.74511e-06 5.33053e-06 0 5.25522e-06 2.92106e-06 3.24475e-06 4.39126e-06 5.15351e-06 0 2.08418e-06 0 1.08283e-34 1.68503e-06 3.26814e-06 2.85499e-06 2.74232e-06 4.81042e-06 2.55616e-06 4.18022e-06 0 2.98273e-06 1.98602e-06 4.10712e-06 3.12189e-06 2.33602e-06 3.35821e-06 2.55419e-06 3.98382e-06 2.3544e-06 Variance: 3.58802e-08 Variances/cluster: 1.64378e-07 8.95767e-07 4.22517e-08 2.37337e-08 2.12135e-08 2.49098e-08 2.04499e-08 0 2.82027e-08 0 3.36456e-08 2.37771e-08 2.35668e-08 2.30901e-08 3.84753e-08 2.02986e-08 2.516e-08 0 9.09302e-08 4.14276e-08 1.79253e-08 2.89808e-08 4.22501e-08 4.12303e-08 4.0355e-07 3.33193e-08 1.93032e-08 2.47288e-08 0 3.86073e-08 2.29114e-08 4.38389e-08 3.51178e-08 0 2.67973e-31 3.1913e-08 3.37966e-08 0 6.86694e-32 0 0 3.20751e-08 3.87828e-08 4.84468e-08 2.7276e-08 0 0 3.53203e-08 4.36788e-08 0 1.75159e-06 3.0425e-08 3.6446e-08 2.48012e-08 3.76137e-08 0 3.02026e-08 0 0 1.93659e-08 3.43984e-08 1.0977e-07 2.09319e-08 3.97425e-08 1.111e-07 3.11929e-08 0 2.04272e-08 5.09191e-08 3.98717e-08 2.15284e-08 2.71606e-08 2.77447e-08 2.63232e-08 4.10677e-08 2.37798e-08 -------------------------------------------------------------- Initialization seed trial #494 of 1000; initialization seed = 493576719 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 67 BIC score: 726960 Distortion: 0.000212148 Distortions/cluster: 5.8529e-06 1.65653e-06 3.84573e-06 7.76697e-06 7.09865e-06 2.96406e-06 3.56996e-06 4.81569e-35 3.14613e-06 2.17953e-06 1.02995e-05 6.59032e-06 1.94623e-06 5.63165e-06 2.11484e-06 4.46282e-06 4.65405e-06 2.28543e-06 9.64317e-35 2.37044e-35 1.93719e-06 4.27414e-06 2.67942e-06 2.16975e-06 0 3.72772e-06 3.95856e-06 0 0 3.71747e-06 2.41375e-06 1.47146e-06 1.63834e-06 5.25522e-06 2.85499e-06 0 0 6.16089e-06 2.75265e-06 3.48545e-06 3.98031e-06 2.18485e-06 2.21137e-06 4.40534e-06 3.63654e-06 6.25085e-06 2.06792e-06 0 0 3.422e-06 1.6288e-06 1.27749e-35 3.11402e-06 1.74481e-06 3.14256e-06 9.85484e-06 0 1.08283e-34 2.40282e-06 5.9104e-06 4.94078e-06 0 2.6254e-06 3.25341e-06 0 0 2.07547e-06 2.23818e-06 2.26462e-06 0 5.41512e-06 2.84828e-06 0 0 3.74413e-06 2.22308e-06 Variance: 3.63019e-08 Variances/cluster: 4.33406e-08 3.45079e-08 5.34082e-08 9.03049e-08 4.51997e-08 3.70478e-08 2.25927e-08 2.67973e-31 2.40139e-08 2.20128e-08 4.18539e-08 3.18269e-08 2.07024e-08 4.17034e-08 2.85764e-08 2.62496e-08 2.94463e-08 2.78686e-08 6.86694e-32 0 1.91779e-08 1.64378e-07 2.62659e-08 1.87031e-08 0 3.92367e-08 3.19212e-08 0 0 2.32321e-08 3.13446e-08 2.67514e-08 2.48208e-08 1.75159e-06 1.0977e-07 0 0 4.56214e-08 1.14655e-07 2.13813e-08 2.35501e-08 2.83721e-08 1.95679e-08 4.83954e-08 3.67298e-08 3.57075e-08 1.79798e-08 0 0 2.31196e-08 2.66986e-08 0 3.4986e-08 1.91716e-08 3.69681e-08 8.95767e-07 0 0 2.00218e-08 3.93959e-07 3.92003e-08 0 2.94964e-08 1.9136e-08 0 0 2.50027e-08 2.28366e-08 2.60278e-08 0 4.07018e-08 2.71241e-08 0 0 4.40449e-08 1.30756e-07 -------------------------------------------------------------- Initialization seed trial #495 of 1000; initialization seed = 493576720 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 63 BIC score: 726642 Distortion: 0.000209798 Distortions/cluster: 2.03104e-06 6.09581e-06 3.29752e-06 4.61548e-06 2.22348e-06 4.51825e-06 2.82717e-06 3.34351e-06 2.50415e-06 5.9104e-06 2.71993e-06 2.71427e-06 5.3908e-06 9.64317e-35 2.22604e-06 2.83216e-06 2.28643e-06 3.74577e-06 5.25522e-06 1.91242e-06 1.52856e-06 5.30365e-06 3.51958e-06 3.44847e-06 5.6427e-06 1.92116e-06 3.94888e-06 2.37044e-35 2.73128e-06 0 4.00331e-06 2.21084e-06 3.91637e-06 2.96029e-06 2.97845e-06 1.68391e-06 3.41644e-06 2.5026e-06 6.08385e-06 1.93372e-06 4.12898e-06 3.64304e-06 5.06037e-06 2.0513e-06 3.99872e-06 6.95883e-06 2.85794e-06 0 2.09372e-06 2.90011e-06 2.19596e-06 2.60803e-06 0 2.19503e-06 2.32388e-06 2.6919e-06 1.76726e-06 9.32948e-07 2.91126e-06 2.94609e-06 1.82676e-06 1.08283e-34 0 1.30611e-06 9.85484e-06 0 4.36671e-06 0 2.03376e-06 1.27749e-35 2.40422e-06 2.37159e-06 0 0 5.18454e-06 4.81569e-35 Variance: 3.58997e-08 Variances/cluster: 2.90123e-08 4.51396e-08 3.92538e-08 2.57763e-08 2.55549e-08 4.26213e-08 3.67133e-08 3.21464e-08 2.58136e-08 3.93959e-07 2.10829e-08 1.73976e-08 7.92686e-08 6.86694e-32 2.34295e-08 2.52788e-08 2.09746e-08 3.94169e-08 1.75159e-06 1.99192e-08 2.63521e-08 4.01758e-08 1.06645e-07 4.41966e-08 4.6619e-08 2.56132e-08 3.62163e-08 0 2.05341e-08 0 2.94266e-08 3.07034e-08 3.87728e-08 3.52302e-08 2.06818e-08 3.91572e-08 3.52093e-08 2.0019e-08 4.57285e-08 2.27476e-08 3.01358e-08 2.62067e-08 5.00983e-08 2.05109e-08 3.24993e-08 5.1916e-08 3.24737e-08 0 1.61041e-07 4.99981e-08 1.89284e-08 4.74027e-08 0 2.19477e-08 3.01776e-08 2.69168e-08 2.10363e-08 2.82677e-08 3.13011e-08 2.41461e-08 1.90265e-08 0 0 2.51149e-08 8.95767e-07 0 3.82919e-08 0 2.28485e-08 0 2.38017e-08 2.3479e-08 0 0 1.3639e-07 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #496 of 1000; initialization seed = 493576721 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 28 BIC score: 498738 Distortion: 0.0358517 Distortions/cluster: 1.8459e-06 3.71518e-06 5.2913e-06 2.94405e-06 2.60385e-06 5.02036e-06 2.49562e-06 1.47033e-06 4.56259e-06 1.27749e-35 4.50645e-06 6.46408e-06 3.3908e-06 1.31445e-06 2.88036e-06 4.85757e-06 1.53995e-06 1.48925e-06 1.6752e-06 5.46198e-06 5.04291e-06 3.51351e-06 1.84991e-06 1.08283e-34 4.97022e-06 2.40335e-06 1.52348e-06 3.57653e-06 2.05312e-06 1.61536e-06 1.72055e-06 1.87534e-06 1.08164e-06 4.91052e-06 8.29035e-06 2.80541e-06 1.61952e-06 2.45348e-05 1.47661e-06 5.39658e-06 2.83373e-06 2.08561e-06 2.07558e-06 4.56695e-06 1.43991e-06 0 4.00683e-06 3.33734e-06 2.37044e-35 7.37395e-06 0 0.0356196 3.66343e-06 0 0 1.4659e-06 2.53394e-06 4.81569e-35 4.68101e-06 0 2.30049e-06 5.18789e-06 1.67196e-06 2.58632e-06 2.17409e-06 0 0 1.92371e-06 2.82786e-06 0 0 3.09732e-06 1.59192e-05 0 4.97448e-06 5.64614e-06 Variance: 6.13479e-06 Variances/cluster: 4.01246e-08 4.95314e-08 1.35629e-07 2.65205e-08 2.50341e-08 4.82582e-08 3.72448e-08 2.88276e-08 2.50667e-08 0 2.51735e-08 2.8855e-08 3.98787e-08 1.82542e-08 1.92007e-08 3.13287e-08 2.44407e-08 4.8036e-08 1.78197e-08 3.45583e-08 3.00144e-08 3.51235e-08 3.08292e-08 0 3.16471e-08 3.12098e-08 2.82101e-08 2.30724e-08 2.89146e-08 1.8148e-08 2.07272e-08 2.71765e-08 3.18104e-08 3.86531e-08 9.41992e-08 3.0163e-08 2.07612e-08 2.72576e-06 2.02251e-08 2.79524e-08 3.99092e-08 3.8619e-08 1.86967e-08 1.69132e-07 2.57105e-08 0 3.28399e-08 4.33277e-08 0 4.66556e-08 0 0.035575 4.69514e-08 0 0 3.18654e-08 1.89083e-08 2.67973e-31 2.75329e-08 0 3.77098e-08 3.08776e-08 3.41187e-08 2.75116e-08 2.33753e-08 0 0 2.18585e-08 2.97642e-08 0 0 3.87037e-08 7.5794e-07 0 4.82813e-08 4.37545e-08 -------------------------------------------------------------- Initialization seed trial #497 of 1000; initialization seed = 493576722 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 497770 Distortion: 0.0361085 Distortions/cluster: 2.51578e-06 1.97493e-06 3.38818e-06 1.88386e-06 4.61946e-06 3.50268e-06 4.66893e-06 1.85021e-06 5.405e-06 1.27749e-35 1.08283e-34 3.19545e-06 2.00016e-06 2.80227e-06 4.80353e-06 2.64213e-06 3.51212e-06 2.37044e-35 0 0 2.23759e-06 1.66907e-06 1.85184e-06 3.27195e-06 2.64027e-06 3.33435e-06 3.74333e-06 2.04802e-06 2.47816e-06 2.40875e-06 4.27414e-06 2.97109e-06 3.18153e-06 3.32399e-06 4.59054e-06 2.7547e-06 1.97879e-06 3.69053e-06 2.09158e-06 3.28905e-06 0.000271921 2.62055e-06 2.53879e-06 0 1.81949e-06 3.47831e-06 2.54937e-06 2.27196e-06 2.53042e-06 3.44545e-06 1.62282e-06 2.14855e-06 1.99184e-06 3.16238e-06 3.20239e-06 1.96485e-06 1.61153e-06 0 2.38418e-06 1.99249e-06 2.45348e-05 3.22858e-06 2.6012e-06 0 2.99719e-06 3.72586e-06 2.85499e-06 2.4421e-06 1.88582e-06 0.0356196 3.77318e-06 0 2.4608e-06 1.59192e-05 0 2.70794e-06 Variance: 6.17874e-06 Variances/cluster: 1.8914e-08 1.93597e-08 4.23484e-08 2.38435e-08 4.66468e-08 3.8906e-08 3.07067e-08 2.01086e-08 3.01855e-08 0 0 2.98614e-08 2.06184e-08 3.94651e-08 3.1801e-08 2.3379e-08 3.4762e-08 0 0 0 3.60868e-08 2.11256e-08 2.72302e-08 2.7726e-08 2.93338e-08 3.40133e-08 2.75154e-08 2.15555e-08 3.48921e-08 2.16986e-08 1.64378e-07 2.72553e-08 2.37407e-08 3.81944e-08 4.09735e-08 3.87857e-08 2.01897e-08 2.49338e-08 2.94553e-08 4.11094e-08 3.27584e-06 3.54096e-08 2.35053e-08 0 2.93436e-08 4.24042e-08 2.36031e-08 1.97544e-08 2.1812e-08 4.10137e-08 4.77257e-08 3.64137e-08 1.93361e-08 3.32853e-08 3.4424e-08 2.25824e-08 3.83665e-08 0 3.35774e-08 1.91568e-08 2.72576e-06 3.58615e-08 3.71576e-08 0 3.2225e-08 4.48764e-08 1.0977e-07 3.64464e-08 1.7623e-08 0.035575 3.39897e-08 0 1.11816e-07 7.5794e-07 0 2.23777e-08 -------------------------------------------------------------- Initialization seed trial #498 of 1000; initialization seed = 493576723 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 726946 Distortion: 0.000213674 Distortions/cluster: 2.02717e-06 4.29415e-06 9.64317e-35 3.12127e-06 2.26282e-06 1.08283e-34 3.19184e-06 3.25781e-06 3.10176e-06 0 3.32012e-06 4.08271e-06 8.9085e-06 2.84248e-06 3.13892e-06 5.33866e-06 2.43585e-06 4.0556e-06 4.43916e-06 2.17112e-06 4.81569e-35 6.5244e-06 6.73557e-06 5.15141e-06 2.37044e-35 3.98174e-06 4.50459e-06 1.83461e-06 3.62818e-06 2.09903e-06 5.49581e-06 3.72812e-06 3.03985e-06 0 2.75827e-06 0 1.27749e-35 2.85477e-06 6.59701e-06 3.55315e-06 3.75407e-06 3.10186e-06 2.39009e-06 5.25522e-06 4.78853e-06 1.67037e-06 6.1329e-06 4.99189e-06 2.95243e-06 0 2.37049e-06 3.50681e-06 0 2.01283e-06 2.17252e-06 0 0 3.19961e-06 4.31679e-06 0 0 6.56335e-06 0 0 0 2.23826e-06 2.32209e-06 6.45786e-06 2.25237e-06 2.33004e-06 1.78111e-06 0 2.78126e-06 9.85484e-06 0 0 Variance: 3.6563e-08 Variances/cluster: 2.06836e-08 2.78817e-08 6.86694e-32 3.67185e-08 9.83494e-08 0 3.54618e-08 4.78945e-08 2.7691e-08 0 4.25621e-08 3.88713e-08 4.06646e-08 1.18397e-07 1.98643e-08 2.78031e-08 3.86611e-08 4.22421e-08 3.1259e-08 2.89458e-08 2.67973e-31 3.70585e-08 2.74897e-08 7.57488e-08 0 2.56858e-08 3.88199e-08 4.95797e-08 3.07443e-08 2.55953e-08 2.69379e-08 3.76463e-08 2.28537e-08 0 3.58098e-08 0 0 3.85745e-08 3.12552e-08 1.98482e-08 1.10403e-07 2.72069e-08 3.18649e-08 1.75159e-06 2.21672e-08 3.88433e-08 3.27856e-08 4.19351e-08 3.55599e-08 0 2.00872e-08 3.98466e-08 0 2.64823e-08 3.24231e-08 0 0 2.38749e-08 3.81893e-08 0 0 3.40041e-08 0 0 0 2.03454e-08 3.68464e-08 4.0355e-07 3.12802e-08 3.81849e-08 1.48415e-07 0 2.95853e-08 8.95767e-07 0 0 -------------------------------------------------------------- Initialization seed trial #499 of 1000; initialization seed = 493576724 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 499005 Distortion: 0.0360996 Distortions/cluster: 3.23826e-06 2.7065e-06 2.03909e-06 2.37044e-35 2.22308e-06 4.49107e-06 6.72404e-06 4.60308e-06 0.0356196 2.80342e-06 3.55021e-06 2.77652e-06 0 3.22994e-06 0 3.03067e-06 0 2.75288e-06 2.57419e-06 2.38526e-06 0 0 0 5.38124e-06 5.25522e-06 3.31424e-06 0 9.85484e-06 2.45444e-06 4.43508e-06 2.90272e-06 0 0 6.8509e-06 1.9841e-06 3.0837e-06 4.95386e-06 5.47377e-06 6.11837e-06 0 2.47789e-06 0 0 6.60797e-06 1.99427e-06 1.88467e-06 0 1.08283e-34 5.39643e-06 6.62117e-06 1.27749e-35 0 4.97997e-06 6.2844e-06 1.85628e-06 1.65032e-06 2.9987e-06 4.12111e-06 6.78244e-06 2.76991e-06 5.44351e-06 5.9104e-06 0 4.56695e-06 0 2.39635e-06 2.94149e-06 1.25725e-06 2.73311e-06 2.8842e-06 4.75718e-06 0 0.000272097 2.91024e-06 1.86555e-06 2.67164e-06 Variance: 6.17721e-06 Variances/cluster: 1.93891e-08 2.06585e-08 1.97947e-08 0 1.30756e-07 4.00863e-08 5.51103e-08 4.07218e-08 0.035575 2.29768e-08 2.26108e-08 3.01769e-08 0 3.71228e-08 0 2.63512e-08 0 2.50236e-08 2.04277e-08 2.1487e-08 0 0 0 4.37461e-08 1.75159e-06 2.35025e-08 0 8.95767e-07 2.5834e-08 4.22362e-08 2.19883e-08 0 0 3.91447e-08 4.1322e-08 2.7047e-08 3.99376e-08 4.05332e-08 2.69509e-08 0 3.30355e-08 0 0 3.40507e-08 2.76957e-08 2.35563e-08 0 0 4.77417e-08 4.2159e-08 0 0 3.71609e-08 1.49579e-07 2.47482e-08 2.22993e-08 3.99694e-08 4.84688e-08 3.05415e-08 2.58839e-08 3.25852e-08 3.93959e-07 0 1.69132e-07 0 2.95819e-08 2.41084e-08 2.85648e-08 2.08616e-08 2.82739e-08 4.1716e-08 0 3.23894e-06 2.12408e-08 1.98441e-08 2.24488e-08 -------------------------------------------------------------- Initialization seed trial #500 of 1000; initialization seed = 493576725 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 28 BIC score: 721745 Distortion: 0.000239257 Distortions/cluster: 1.59192e-05 1.40918e-06 2.08162e-06 2.96444e-06 2.66604e-06 1.22061e-06 5.19384e-06 1.84851e-06 1.23291e-05 2.69e-06 3.37106e-06 8.12906e-06 4.79104e-06 2.1211e-06 3.91416e-06 2.85981e-06 1.09752e-05 9.64317e-35 1.8001e-06 1.60114e-06 1.50295e-06 2.00421e-06 3.18643e-06 3.31246e-06 1.31144e-05 4.33924e-06 2.37044e-35 2.20921e-06 2.0684e-06 2.88197e-06 2.1106e-06 1.60327e-06 2.10172e-06 3.61637e-06 1.97554e-06 3.4692e-06 1.91822e-06 0 0 2.96807e-06 1.5101e-06 1.08283e-34 4.13629e-06 1.27749e-35 4.81569e-35 2.85499e-06 0 6.88245e-06 1.87624e-06 1.76363e-06 2.41507e-06 4.27414e-06 2.2358e-06 1.67118e-06 0 2.95495e-06 2.52573e-06 0 2.75265e-06 8.64095e-06 0 0 0 1.49857e-06 2.36361e-06 0 1.55058e-06 0 9.59968e-06 0 7.76697e-06 0 0 0 2.45348e-05 3.18085e-06 Variance: 4.09406e-08 Variances/cluster: 7.5794e-07 1.98453e-08 2.19099e-08 3.65951e-08 2.44569e-08 2.14118e-08 5.24471e-08 2.12447e-08 4.27951e-08 3.3622e-08 2.71836e-08 4.61729e-08 2.78524e-08 2.55526e-08 4.03497e-08 3.40424e-08 3.43939e-08 6.86694e-32 1.73071e-08 1.86158e-08 1.87847e-08 2.70815e-08 2.34276e-08 3.80709e-08 4.44412e-08 3.07721e-08 0 1.68627e-08 2.55327e-08 2.50584e-08 2.11041e-08 2.71714e-08 2.72926e-08 4.20472e-08 2.70598e-08 5.33677e-08 2.99695e-08 0 0 3.57571e-08 1.91131e-08 0 3.50504e-08 0 2.67973e-31 1.0977e-07 0 4.55642e-08 1.83923e-08 2.09938e-08 2.27817e-08 1.64378e-07 1.97841e-08 3.03823e-08 0 3.74011e-08 2.36027e-08 0 1.14655e-07 4.96448e-08 0 0 0 1.99791e-08 3.10974e-08 0 4.08009e-08 0 4.82247e-08 0 9.03049e-08 0 0 0 2.72576e-06 2.12038e-08 -------------------------------------------------------------- Initialization seed trial #501 of 1000; initialization seed = 493576726 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 499354 Distortion: 0.0358342 Distortions/cluster: 0 5.3079e-06 3.55065e-06 1.35682e-06 2.71105e-06 3.79443e-06 2.75265e-06 6.97172e-06 4.02202e-06 2.37044e-35 2.9387e-06 0 3.88625e-06 7.76697e-06 5.25522e-06 9.85484e-06 4.81569e-35 6.45786e-06 2.79883e-06 2.87512e-06 4.11544e-06 6.50881e-06 1.59117e-06 0 5.25807e-06 2.71782e-06 3.79536e-06 0 3.78309e-06 5.3503e-06 3.07122e-06 4.64974e-06 0 4.27414e-06 5.12175e-06 4.31879e-06 0.0356196 0 4.04784e-06 4.25622e-06 0 1.27749e-35 3.52589e-06 1.08283e-34 2.73347e-06 0 0 0 2.47502e-06 2.85499e-06 2.75652e-06 3.91519e-06 1.9943e-06 2.36246e-06 4.71532e-06 3.1134e-06 3.03254e-06 1.99468e-06 5.08898e-06 2.3756e-06 0 0 3.03453e-06 2.75474e-06 0 5.8202e-06 5.02208e-06 0 5.8118e-06 1.94482e-06 0 0 2.97575e-06 3.61693e-06 2.19156e-06 3.40689e-06 Variance: 6.1318e-06 Variances/cluster: 0 3.05025e-08 4.12831e-08 2.7687e-08 3.26604e-08 3.95121e-08 1.14655e-07 3.87194e-08 2.03115e-08 0 3.71958e-08 0 4.13405e-08 9.03049e-08 1.75159e-06 8.95767e-07 2.67973e-31 4.0355e-07 3.21678e-08 4.87264e-08 3.29206e-08 4.36692e-08 1.82872e-08 0 4.77858e-08 3.57576e-08 3.16254e-08 0 2.19928e-08 2.8157e-08 3.03983e-08 2.47245e-08 0 1.64378e-07 4.30258e-08 3.27075e-08 0.035575 0 2.95437e-08 2.4888e-08 0 0 2.25999e-08 0 2.03966e-08 0 0 0 2.78067e-08 1.0977e-07 3.99362e-08 5.4373e-08 3.02139e-08 2.41039e-08 2.64882e-08 3.6625e-08 2.68336e-08 2.09947e-08 3.0463e-08 2.32882e-08 0 0 2.1368e-08 3.62437e-08 0 4.47564e-08 3.98459e-08 0 4.50379e-08 2.1137e-08 0 0 2.25409e-08 2.37933e-08 3.00187e-08 2.64075e-08 -------------------------------------------------------------- Initialization seed trial #502 of 1000; initialization seed = 493576727 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498481 Distortion: 0.0358293 Distortions/cluster: 2.5077e-06 1.43569e-06 1.60836e-06 3.36594e-06 3.02568e-06 6.45786e-06 4.71474e-06 2.92609e-06 1.63024e-06 2.50987e-06 2.75253e-06 4.03053e-06 9.85484e-06 2.73966e-06 3.57643e-06 3.16043e-06 1.77088e-06 5.63248e-06 4.60299e-06 4.98843e-06 3.37718e-06 4.18917e-06 4.81569e-35 3.34151e-06 8.29035e-06 0.0356196 4.22343e-06 3.88782e-06 2.37044e-35 0 2.60112e-06 2.58092e-06 2.59685e-06 2.36634e-06 2.52978e-06 1.95061e-06 5.25522e-06 3.28164e-06 0 2.89288e-06 0 2.61126e-06 6.42167e-06 4.56695e-06 3.33742e-06 1.08283e-34 1.69671e-06 5.18454e-06 0 3.85266e-06 1.27749e-35 0 2.28379e-06 2.7729e-06 1.7573e-06 1.36937e-06 1.3012e-06 2.68234e-06 3.14557e-06 2.7555e-06 2.62161e-06 2.86007e-06 5.45037e-06 0 2.69417e-06 2.94729e-06 0 3.19005e-06 0 2.52809e-06 2.37606e-06 1.92656e-06 0 3.21974e-06 3.17617e-06 4.38751e-06 Variance: 6.13096e-06 Variances/cluster: 2.98438e-08 1.79441e-08 2.03571e-08 2.07756e-08 2.93729e-08 4.0355e-07 4.71332e-08 2.15135e-08 3.26015e-08 2.39014e-08 3.39705e-08 2.50322e-08 8.95767e-07 2.42424e-08 3.80346e-08 2.72361e-08 2.64286e-08 3.83129e-08 2.95037e-08 4.37544e-08 3.79428e-08 3.12597e-08 2.67973e-31 2.53122e-08 9.41992e-08 0.035575 3.94682e-08 4.09219e-08 0 0 2.50024e-08 1.96994e-08 2.12838e-08 3.47877e-08 3.24225e-08 4.75597e-08 1.75159e-06 2.75744e-08 0 3.24936e-08 0 3.95523e-08 5.48813e-08 1.69132e-07 3.74867e-08 0 2.29257e-08 1.3639e-07 0 4.75594e-08 0 0 3.68236e-08 2.49789e-08 1.83031e-08 2.91322e-08 2.24321e-08 2.27242e-08 2.88559e-08 2.33489e-08 1.80785e-08 3.21327e-08 2.83849e-08 0 3.28456e-08 4.75226e-08 0 2.72628e-08 0 1.95959e-08 2.6392e-08 2.29325e-08 0 4.73334e-08 3.17512e-08 4.06118e-08 -------------------------------------------------------------- Initialization seed trial #503 of 1000; initialization seed = 493576728 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498374 Distortion: 0.0358276 Distortions/cluster: 1.76376e-06 3.36046e-06 5.80658e-06 2.37044e-35 3.40152e-06 2.09372e-06 2.52914e-06 2.07105e-06 4.81569e-35 5.2913e-06 2.31735e-06 2.79512e-06 3.15769e-06 4.6164e-06 3.35033e-06 0 5.12225e-06 2.22051e-06 2.32433e-06 1.37061e-06 0 4.66206e-06 5.25522e-06 2.09324e-06 2.01852e-06 4.55145e-06 2.13302e-06 6.45786e-06 1.89087e-06 1.27749e-35 9.85484e-06 2.66491e-06 0 3.73396e-06 0.0356196 3.51958e-06 2.36069e-06 5.3908e-06 4.09411e-06 4.59455e-06 2.40611e-06 3.15229e-06 4.21639e-06 1.97424e-06 0 3.62469e-06 2.44271e-06 3.60059e-06 3.20569e-06 4.82953e-06 2.21289e-06 1.85617e-06 4.52715e-06 3.2399e-06 0 2.25818e-06 1.83353e-06 4.0022e-06 1.91954e-06 2.81896e-06 0 0 4.01846e-06 0 1.08283e-34 3.60243e-06 3.0248e-06 3.67436e-06 1.84652e-06 2.39038e-06 2.63177e-06 2.25631e-06 1.85709e-06 3.56135e-06 2.42035e-06 3.75123e-06 Variance: 6.13066e-06 Variances/cluster: 2.48394e-08 3.81746e-08 5.42624e-08 0 3.90948e-08 1.61041e-07 2.74817e-08 2.38031e-08 2.67973e-31 1.35629e-07 1.86867e-08 1.90128e-08 3.43116e-08 3.81488e-08 2.59693e-08 0 2.72371e-08 2.41339e-08 1.85924e-08 2.28411e-08 0 4.01772e-08 1.75159e-06 2.58399e-08 2.24254e-08 4.6908e-08 2.36982e-08 4.0355e-07 1.92924e-08 0 8.95767e-07 2.96077e-08 0 2.01818e-08 0.035575 1.06645e-07 2.77703e-08 7.92686e-08 4.59974e-08 3.85973e-08 2.31334e-08 4.25844e-08 3.21834e-08 2.90301e-08 0 2.40025e-08 1.96976e-08 3.07715e-08 4.10853e-08 2.89098e-08 2.69841e-08 2.85539e-08 4.61812e-08 3.05625e-08 0 2.45426e-08 2.32072e-08 4.70689e-08 1.99929e-08 3.27756e-08 0 0 4.01714e-08 0 0 3.83214e-08 3.73402e-08 2.89224e-08 2.02894e-08 1.97535e-08 5.37048e-08 2.89244e-08 1.91436e-08 4.3418e-08 2.54744e-08 3.75e-08 -------------------------------------------------------------- Initialization seed trial #504 of 1000; initialization seed = 493576729 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 594586 Distortion: 0.00414103 Distortions/cluster: 4.09721e-06 3.03827e-06 1.63658e-06 3.55004e-06 3.5854e-06 4.07077e-06 2.92075e-06 3.43738e-06 1.90471e-06 3.01452e-06 3.31272e-06 2.00146e-06 3.41361e-06 4.81569e-35 2.37044e-35 2.8517e-06 2.85499e-06 3.21743e-06 3.55774e-06 4.17599e-06 9.64317e-35 4.86127e-06 7.76697e-06 0 2.96191e-06 3.78078e-06 2.05393e-06 0.00391362 4.90066e-06 3.14212e-06 2.60834e-06 5.45573e-06 0 2.8794e-06 2.70263e-06 2.3441e-06 2.72925e-06 2.91834e-06 3.34247e-06 0 4.88274e-06 2.10663e-06 0 0 4.27414e-06 2.26861e-06 3.6174e-06 2.36711e-06 2.05566e-06 2.45348e-05 2.35998e-06 4.47711e-06 3.53606e-06 1.955e-06 0 4.30681e-06 1.59192e-05 2.30964e-06 2.82729e-06 3.67694e-06 2.75265e-06 0 3.66797e-06 0 1.73249e-06 3.99144e-06 0 3.22473e-06 3.31443e-06 2.20657e-06 0 1.59944e-06 0 0 3.25028e-06 3.10722e-06 Variance: 7.08596e-07 Variances/cluster: 2.32776e-08 4.67385e-08 3.03044e-08 2.17775e-08 4.31832e-08 2.59262e-08 2.631e-08 2.58422e-08 5.60162e-08 2.12272e-08 2.40023e-08 3.57372e-08 1.95046e-08 2.67973e-31 0 2.88026e-08 1.0977e-07 2.79752e-08 3.66667e-08 3.16331e-08 6.86694e-32 3.03802e-08 9.03049e-08 0 2.35052e-08 4.34534e-08 3.60318e-08 0.00391989 3.04288e-08 4.75935e-08 3.83452e-08 2.88568e-08 0 2.79529e-08 2.64941e-08 3.39614e-08 3.06632e-08 2.91807e-08 3.79701e-08 0 3.14913e-08 3.29132e-08 0 0 1.64378e-07 3.10744e-08 2.28929e-08 3.81673e-08 3.48394e-08 2.72576e-06 3.74569e-08 3.44281e-08 3.1846e-08 3.00742e-08 0 4.30642e-08 7.5794e-07 2.19942e-08 3.57776e-08 3.67574e-08 1.14655e-07 0 3.7416e-08 0 3.0392e-08 3.38227e-08 0 2.46141e-08 2.30149e-08 1.98767e-08 0 3.33106e-08 0 0 3.69229e-08 2.09923e-08 -------------------------------------------------------------- Initialization seed trial #505 of 1000; initialization seed = 493576730 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 594621 Distortion: 0.00412158 Distortions/cluster: 3.2636e-06 3.05887e-06 3.75649e-06 5.25522e-06 0.00391362 2.39307e-06 3.364e-06 2.13428e-06 4.57169e-06 3.47697e-06 4.3546e-06 2.52286e-06 3.02351e-06 3.35547e-06 2.29795e-06 2.30232e-06 2.80735e-06 0 3.87231e-06 6.45786e-06 3.60235e-06 9.85484e-06 2.49083e-06 2.8113e-06 3.14468e-06 2.9791e-06 2.67283e-06 7.89415e-06 2.55616e-06 2.86861e-06 2.36252e-06 3.50856e-06 1.31597e-06 2.40215e-06 2.99636e-06 4.077e-06 4.27414e-06 2.36883e-06 4.31582e-06 3.97523e-06 3.57575e-06 3.04766e-06 2.85499e-06 2.69212e-06 3.10786e-06 2.45197e-06 2.37044e-35 0 9.64317e-35 2.16053e-06 3.00817e-06 5.93716e-06 5.00212e-06 2.7118e-06 2.15817e-06 3.39459e-06 4.71928e-06 3.77086e-06 0 0 0 2.14516e-06 3.28527e-06 2.81103e-06 0 0 2.62662e-06 3.92298e-06 2.38399e-06 0 0 4.81569e-35 0 2.65991e-06 0 2.79314e-06 Variance: 7.05267e-07 Variances/cluster: 2.47161e-08 2.52716e-08 3.68162e-08 1.75159e-06 0.00391989 3.41753e-08 3.467e-08 2.51069e-08 3.80941e-08 4.34582e-08 2.40557e-08 2.83443e-08 3.59913e-08 2.08396e-08 3.59022e-08 3.24163e-08 2.35888e-08 0 3.95004e-08 4.0355e-07 4.0023e-08 8.95767e-07 2.44177e-08 2.70286e-08 2.26216e-08 3.50368e-08 2.84317e-08 9.07286e-08 1.111e-07 2.15662e-08 2.01907e-08 3.24764e-08 3.65424e-08 2.72947e-08 4.83138e-08 3.04228e-08 1.64378e-07 2.49328e-08 4.27272e-08 2.81898e-08 3.34073e-08 2.90228e-08 1.0977e-07 3.58833e-08 2.09972e-08 3.77101e-08 0 0 6.86694e-32 2.95936e-08 1.97888e-08 5.44646e-08 3.24786e-08 2.33755e-08 2.48043e-08 2.06963e-08 4.03226e-08 4.43591e-08 0 0 0 2.30642e-08 4.10535e-08 1.93847e-08 0 0 2.47713e-08 4.08619e-08 1.95392e-08 0 0 2.67973e-31 0 3.05634e-08 0 3.87811e-08 -------------------------------------------------------------- Initialization seed trial #506 of 1000; initialization seed = 493576731 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 26 BIC score: 690683 Distortion: 0.000479543 Distortions/cluster: 1.98602e-06 5.25522e-06 4.62976e-06 2.33278e-06 3.14578e-06 0.000272435 3.84979e-06 2.35525e-06 1.3401e-05 9.64317e-35 2.66451e-06 2.54597e-06 2.09676e-06 1.85893e-06 6.43998e-06 4.27414e-06 2.59556e-06 1.99944e-06 3.29678e-06 2.69172e-06 1.6301e-06 2.85499e-06 2.37044e-35 2.0055e-06 0 1.3123e-06 5.26664e-06 2.03733e-06 8.65639e-06 3.19045e-06 2.85366e-06 1.6381e-06 1.81432e-06 2.48562e-06 1.99707e-06 1.08111e-05 5.56009e-06 6.45786e-06 1.40131e-06 0 0 0 0 2.78388e-06 1.93384e-06 2.14409e-06 1.6043e-06 1.27749e-35 1.43559e-06 3.18933e-06 2.23122e-06 2.77543e-06 5.35015e-06 2.75265e-06 2.53215e-06 3.54064e-06 1.27458e-06 5.00338e-06 1.73317e-06 5.70091e-06 2.92496e-06 1.7068e-06 3.11676e-06 9.85484e-06 3.69124e-06 0 5.33832e-06 0 0 0 3.02137e-06 1.08283e-34 0 0 0 2.07675e-06 Variance: 8.20574e-08 Variances/cluster: 1.78905e-08 1.75159e-06 3.10695e-08 5.18349e-08 2.21515e-08 3.16754e-06 2.51598e-08 2.98108e-08 4.30759e-08 6.86694e-32 2.40025e-08 2.12143e-08 2.25435e-08 2.29478e-08 4.26351e-08 1.64378e-07 4.1196e-08 2.63059e-08 3.29649e-08 2.28091e-08 2.39699e-08 1.0977e-07 0 2.90626e-08 0 2.38574e-08 2.81613e-08 1.97776e-08 4.18049e-08 2.23082e-08 2.64205e-08 3.03325e-08 3.85995e-08 3.0684e-08 3.07213e-08 3.38796e-08 4.21082e-08 4.0355e-07 2.6946e-08 0 0 0 0 2.07728e-08 2.0571e-08 2.38204e-08 2.76579e-08 0 2.60995e-08 3.98631e-08 2.89744e-08 2.31266e-08 4.05193e-08 1.14655e-07 3.37591e-08 4.84873e-08 2.96384e-08 4.16811e-08 4.95149e-08 4.35045e-08 1.97615e-08 2.75263e-08 1.93571e-08 8.95767e-07 4.05606e-08 0 4.33867e-08 0 0 0 4.02815e-08 0 0 0 0 2.2328e-08 -------------------------------------------------------------- Initialization seed trial #507 of 1000; initialization seed = 493576732 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 594503 Distortion: 0.00417849 Distortions/cluster: 6.47204e-06 2.64802e-06 2.60937e-06 2.04487e-06 2.78325e-06 2.73057e-06 1.7077e-06 1.65443e-06 1.53967e-06 1.74301e-06 2.03706e-06 3.09655e-05 3.1266e-06 2.87817e-06 1.391e-06 2.31722e-06 2.95383e-06 9.64317e-35 5.11331e-06 5.54074e-06 1.67175e-06 2.37044e-35 1.89037e-06 3.79214e-06 0 2.7347e-06 3.59724e-06 1.24816e-05 7.97526e-06 1.87178e-06 3.75657e-06 4.35604e-05 1.67785e-06 2.63056e-06 4.81569e-35 7.98202e-06 1.56344e-06 0 1.73959e-06 0 0 0 0 2.47518e-06 9.64281e-06 2.54656e-06 9.41776e-06 1.18364e-05 0 1.92973e-06 3.68053e-06 1.71349e-06 2.08362e-06 0 3.26289e-06 3.47321e-06 0.00391362 1.63229e-06 1.57013e-06 0 2.59137e-06 1.76898e-06 3.63875e-06 5.42469e-06 0 2.8325e-06 2.03913e-06 0 1.37935e-06 1.49188e-06 2.11216e-06 0 2.44155e-06 0 0 2.70456e-06 Variance: 7.15006e-07 Variances/cluster: 4.49301e-08 2.78715e-08 2.05438e-08 1.98514e-08 2.70195e-08 2.60023e-08 1.91854e-08 1.68804e-08 1.62056e-08 2.15168e-08 2.51468e-08 3.09622e-07 2.3865e-08 1.97117e-08 1.9053e-08 3.174e-08 3.78666e-08 6.86694e-32 1.7043e-07 1.38473e-07 1.94368e-08 0 2.17265e-08 2.1918e-08 0 2.41988e-08 4.33365e-08 4.37806e-08 5.35092e-08 2.15128e-08 4.21954e-08 2.7222e-06 2.84356e-08 4.04666e-08 2.67973e-31 4.53378e-08 4.88533e-08 0 3.1626e-08 0 0 0 0 2.27055e-08 3.32402e-08 4.0418e-08 5.23041e-08 4.21088e-08 0 3.01494e-08 2.96787e-08 2.4831e-08 3.20527e-08 0 5.0978e-08 3.81648e-08 0.00391989 1.60014e-08 1.78403e-08 0 1.93369e-08 2.26765e-08 8.46149e-08 4.71556e-08 0 2.95024e-08 3.39829e-08 0 2.70436e-08 1.96282e-08 2.48467e-08 0 3.25512e-08 0 0 2.55125e-08 -------------------------------------------------------------- Initialization seed trial #508 of 1000; initialization seed = 493576733 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 27 BIC score: 725856 Distortion: 0.000215038 Distortions/cluster: 3.51835e-06 2.71508e-06 6.62298e-06 4.81569e-35 3.43841e-06 2.06261e-06 1.3356e-06 1.27749e-35 1.81052e-06 1.97408e-06 1.72953e-06 3.2265e-06 1.98947e-06 6.07202e-06 6.45786e-06 2.02898e-06 5.51087e-06 6.49125e-06 1.95888e-06 2.08342e-06 2.9153e-06 2.60084e-06 9.64317e-35 2.37044e-35 1.35637e-06 0 4.56695e-06 3.22476e-06 7.08422e-06 0 1.99648e-06 1.11798e-05 2.58386e-06 1.79748e-06 3.06656e-06 2.90241e-06 2.19452e-06 2.48022e-06 2.68196e-06 2.20625e-06 8.43383e-06 1.89433e-06 2.75568e-06 2.07516e-06 2.65181e-06 3.75756e-06 0 2.9203e-06 2.296e-06 5.60319e-06 2.29685e-06 0 0 0 2.79691e-06 2.84473e-06 5.25522e-06 5.5155e-06 1.08283e-34 2.19597e-06 5.84782e-06 2.21836e-06 0 1.68899e-06 1.27007e-06 2.12104e-06 2.16405e-06 4.15795e-06 2.21834e-06 2.737e-06 4.62141e-06 0 6.98086e-06 0 9.85484e-06 0 Variance: 3.67964e-08 Variances/cluster: 4.13888e-08 2.68797e-08 3.2455e-08 2.67973e-31 2.32305e-08 3.6184e-08 2.78224e-08 0 2.70201e-08 2.0778e-08 1.64703e-08 2.13657e-08 4.7364e-08 3.70125e-08 4.0355e-07 2.00865e-08 4.05083e-08 4.66847e-08 1.64597e-08 2.14767e-08 2.97454e-08 3.37741e-08 6.86694e-32 0 2.71249e-08 0 1.69132e-07 2.57958e-08 4.69002e-08 0 2.16989e-08 4.34867e-08 3.11278e-08 2.0899e-08 3.0663e-08 3.08739e-08 2.35942e-08 2.47993e-08 3.48275e-08 4.0853e-08 9.58293e-08 2.45995e-08 3.77461e-08 2.30547e-08 2.2471e-08 3.18409e-08 0 3.2445e-08 2.18646e-08 3.02776e-08 2.22975e-08 0 0 0 2.1348e-08 2.43118e-08 1.75159e-06 1.37842e-07 0 1.87668e-08 4.56714e-08 3.26204e-08 0 2.7686e-08 2.08187e-08 5.17282e-08 3.04769e-08 4.51802e-08 3.52094e-08 2.42191e-08 4.16207e-08 0 5.0207e-08 0 8.95767e-07 0 -------------------------------------------------------------- Initialization seed trial #509 of 1000; initialization seed = 493576734 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 594541 Distortion: 0.00411792 Distortions/cluster: 1.97401e-06 4.24507e-06 2.08863e-06 5.22568e-06 2.37044e-35 2.27454e-06 3.55221e-06 2.87016e-06 2.62302e-06 2.85499e-06 2.28344e-06 4.76336e-06 2.94302e-06 4.25503e-06 9.64317e-35 2.02446e-06 1.9985e-06 4.94621e-06 3.12124e-06 2.8627e-06 3.03262e-06 0.00391362 2.61951e-06 1.79428e-06 3.08665e-06 2.24783e-06 9.85484e-06 2.36926e-06 1.83088e-06 2.67581e-06 2.92313e-06 4.33752e-06 2.55239e-06 3.04018e-06 1.78703e-06 1.72584e-06 3.26434e-06 5.57264e-06 0 2.24461e-06 2.79856e-06 5.89401e-06 2.5005e-06 0 2.23753e-06 7.89415e-06 3.16567e-06 2.33249e-06 1.17718e-06 0 4.21484e-06 2.04824e-06 2.72316e-06 4.27414e-06 4.65842e-06 5.25522e-06 2.12356e-06 0 4.81569e-35 3.41532e-06 3.94043e-06 2.08818e-06 2.55616e-06 3.02966e-06 0 4.30223e-06 1.35941e-06 3.4974e-06 2.33149e-06 0 0 5.9104e-06 0 2.47644e-06 0 2.22308e-06 Variance: 7.0464e-07 Variances/cluster: 2.19315e-08 4.20278e-08 1.86468e-08 3.14697e-08 0 3.03245e-08 4.27834e-08 3.72625e-08 4.22931e-08 1.0977e-07 2.26063e-08 3.75037e-08 2.08707e-08 2.91344e-08 6.86694e-32 1.84025e-08 2.37896e-08 4.3768e-08 2.38238e-08 3.53306e-08 3.48464e-08 0.00391989 1.84456e-08 2.01581e-08 3.80943e-08 1.92105e-08 8.95767e-07 2.75471e-08 2.95277e-08 2.52411e-08 3.65362e-08 3.80371e-08 3.35733e-08 2.23523e-08 1.9422e-08 2.65489e-08 3.50973e-08 2.90146e-08 0 1.87029e-08 2.25671e-08 3.70661e-08 2.77802e-08 0 3.19618e-08 9.07286e-08 4.79502e-08 2.28648e-08 2.22085e-08 0 3.79591e-08 2.38139e-08 2.34735e-08 1.64378e-07 2.84026e-08 1.75159e-06 1.65889e-08 0 2.67973e-31 3.8371e-08 3.58108e-08 2.74737e-08 1.111e-07 2.19521e-08 0 3.23371e-08 3.01991e-08 5.29863e-08 3.69956e-08 0 0 3.93959e-07 0 2.13464e-08 0 1.30756e-07 -------------------------------------------------------------- Initialization seed trial #510 of 1000; initialization seed = 493576735 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 63 BIC score: 726845 Distortion: 0.000208992 Distortions/cluster: 2.54077e-06 3.88756e-06 2.51312e-06 3.21602e-06 2.96533e-06 3.26497e-06 3.78665e-06 2.11876e-06 2.44058e-06 2.15534e-06 1.84299e-06 4.0028e-06 2.562e-06 2.41222e-06 2.92713e-06 3.40825e-06 4.25897e-06 2.37044e-35 3.0504e-06 3.52944e-06 4.58022e-06 3.09924e-06 1.08283e-34 5.9104e-06 2.75656e-06 1.99818e-06 1.27749e-35 3.36972e-06 9.85484e-06 4.81569e-35 3.99404e-06 0 4.32637e-06 3.21139e-06 1.75449e-06 2.50189e-06 9.64317e-35 2.93893e-06 4.56695e-06 3.88576e-06 0 3.58197e-06 4.49745e-06 2.71774e-06 0 2.67961e-06 3.9837e-06 3.02028e-06 2.68315e-06 0 3.01452e-06 3.46895e-06 8.55988e-06 4.23604e-06 3.74679e-06 2.67256e-06 2.7444e-06 5.02314e-06 1.58964e-06 2.41414e-06 3.47447e-06 1.81033e-06 2.6779e-06 5.25522e-06 2.07423e-06 0 0 2.68476e-06 2.92748e-06 4.19634e-06 0 1.53056e-06 0 0 3.20778e-06 2.88657e-06 Variance: 3.57618e-08 Variances/cluster: 3.38658e-08 4.04929e-08 1.96319e-08 2.51229e-08 3.6597e-08 3.93335e-08 3.71211e-08 2.01763e-08 2.36925e-08 2.87353e-08 2.11818e-08 3.51012e-08 3.28434e-08 2.0974e-08 2.68513e-08 3.70344e-08 1.18266e-07 0 6.62907e-08 4.35589e-08 3.60618e-08 3.29677e-08 0 3.93959e-07 2.72903e-08 2.40724e-08 0 2.35625e-08 8.95767e-07 2.67973e-31 3.19419e-08 0 4.55258e-08 5.17921e-08 1.99351e-08 1.95443e-08 6.86694e-32 2.01273e-08 1.69132e-07 2.79526e-08 0 2.63357e-08 3.33034e-08 3.82662e-08 0 2.65283e-08 4.32974e-08 1.89938e-08 2.00218e-08 0 2.35481e-08 5.2544e-08 9.61687e-08 2.73204e-08 3.8614e-08 2.72679e-08 3.47365e-08 2.97129e-08 2.48358e-08 3.95725e-08 3.10119e-08 2.47968e-08 2.47932e-08 1.75159e-06 2.41168e-08 0 0 4.47418e-08 5.52304e-08 3.95763e-08 0 1.82194e-08 0 0 3.81753e-08 2.20329e-08 -------------------------------------------------------------- Initialization seed trial #511 of 1000; initialization seed = 493576736 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 498837 Distortion: 0.0358483 Distortions/cluster: 4.27414e-06 4.08707e-06 2.45348e-05 4.12563e-06 3.72149e-06 2.87532e-06 3.96918e-06 3.60439e-06 3.01002e-06 1.90504e-06 5.82461e-06 1.27749e-35 2.43305e-06 3.13854e-06 4.81569e-35 3.3468e-06 3.04654e-06 2.9742e-06 2.37044e-35 3.39122e-06 2.00124e-06 3.66593e-06 2.62941e-06 2.4608e-06 7.76697e-06 2.5322e-06 3.14038e-06 0 4.87085e-06 0 0 4.40777e-06 2.43123e-06 2.50856e-06 3.02663e-06 2.22414e-06 0 3.37164e-06 2.49671e-06 3.42764e-06 1.59192e-05 2.34968e-06 3.78966e-06 2.70616e-06 2.89724e-06 5.61474e-06 2.34628e-06 3.30222e-06 3.37448e-06 2.76586e-06 2.48552e-06 0 1.08283e-34 4.12894e-06 3.13045e-06 2.02126e-06 2.45181e-06 0 0 0 2.62457e-06 3.26019e-06 0 4.45868e-06 4.40335e-06 0 3.8865e-06 4.31632e-06 3.61257e-06 0 3.22654e-06 3.55912e-06 2.85499e-06 0 0.0356196 0 Variance: 6.1342e-06 Variances/cluster: 1.64378e-07 2.43257e-08 2.72576e-06 3.85446e-08 2.1386e-08 2.99486e-08 3.4214e-08 4.09553e-08 2.66349e-08 5.01283e-08 3.80567e-08 0 3.52584e-08 4.18346e-08 2.67973e-31 2.27653e-08 4.61459e-08 2.72833e-08 0 1.92666e-08 3.57341e-08 2.32001e-08 3.75606e-08 1.11816e-07 9.03049e-08 3.28749e-08 3.10902e-08 0 3.55421e-08 0 0 4.04253e-08 3.73911e-08 3.02209e-08 2.10158e-08 2.1384e-08 0 3.83015e-08 2.29029e-08 4.28418e-08 7.5794e-07 2.3732e-08 3.50864e-08 2.13065e-08 2.35523e-08 3.87099e-08 2.44375e-08 3.47498e-08 3.62727e-08 2.03349e-08 2.6161e-08 0 0 4.17028e-08 2.54487e-08 2.40598e-08 3.50145e-08 0 0 0 3.49915e-08 2.88485e-08 0 2.80395e-08 3.96569e-08 0 3.05997e-08 2.73095e-08 3.64876e-08 0 2.95987e-08 2.43695e-08 1.0977e-07 0 0.035575 0 -------------------------------------------------------------- Initialization seed trial #512 of 1000; initialization seed = 493576737 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 722600 Distortion: 0.000231551 Distortions/cluster: 1.98536e-06 4.03726e-06 1.90305e-06 1.93422e-06 1.08283e-34 2.37044e-35 2.9255e-06 5.94793e-06 2.4695e-06 2.90422e-06 2.45348e-05 2.13552e-06 2.73789e-06 6.14619e-06 4.56695e-06 4.0363e-06 4.88838e-06 9.64317e-35 1.93484e-06 1.70415e-06 4.81569e-35 4.19696e-06 1.59915e-06 2.19975e-06 2.48915e-06 2.69408e-06 1.59192e-05 1.75316e-06 5.58562e-06 1.97773e-06 4.58246e-06 1.76239e-06 8.00527e-06 0 1.75167e-06 0 4.4602e-06 3.26808e-06 2.28122e-06 0 2.18197e-06 1.49638e-06 2.45835e-06 2.61002e-06 2.64953e-06 5.39521e-06 2.84761e-06 2.38036e-06 0 0 2.5426e-06 6.11573e-06 3.50589e-06 2.84377e-06 1.27749e-35 0 2.18106e-06 0 2.42247e-06 3.0835e-06 0 2.92712e-06 0 1.96711e-06 5.10401e-06 2.06649e-06 4.25897e-06 0 9.01101e-06 0 2.76753e-06 5.42119e-06 3.1966e-06 2.34672e-06 3.41756e-06 3.03412e-06 Variance: 3.9622e-08 Variances/cluster: 2.28176e-08 5.38138e-08 2.003e-08 2.88666e-08 0 0 2.43764e-08 4.18734e-08 4.25738e-08 2.81939e-08 2.72576e-06 3.61832e-08 2.13879e-08 3.84014e-08 1.69132e-07 2.96761e-08 4.3247e-08 6.86694e-32 3.12052e-08 2.21293e-08 2.67973e-31 2.49797e-08 1.90352e-08 3.18777e-08 4.1472e-08 2.34247e-08 7.5794e-07 1.84522e-08 3.19075e-08 4.94394e-08 3.94911e-08 1.87472e-08 3.1018e-08 0 3.5746e-08 0 3.98102e-08 2.31758e-08 2.35157e-08 0 2.69355e-08 1.82469e-08 3.61491e-08 3.38933e-08 1.83979e-08 2.80976e-08 2.3339e-08 2.90259e-08 0 0 2.00181e-08 5.71373e-08 2.7603e-08 2.65747e-08 0 0 2.79599e-08 0 2.81658e-08 4.89401e-08 0 3.48439e-08 0 3.17247e-08 3.03783e-08 2.9102e-08 1.18266e-07 0 9.90119e-08 0 2.26827e-08 3.2845e-08 5.15538e-08 3.17096e-08 3.83869e-08 4.04424e-08 -------------------------------------------------------------- Initialization seed trial #513 of 1000; initialization seed = 493576738 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 499357 Distortion: 0.0358543 Distortions/cluster: 0.0356196 4.10201e-06 2.37044e-35 3.10535e-06 0 3.0418e-06 2.71866e-06 4.42974e-06 3.34532e-06 4.81569e-35 2.00698e-06 4.71719e-06 2.24525e-06 4.39386e-06 0 5.78134e-06 2.87037e-06 0 2.83088e-06 4.4989e-06 2.75265e-06 3.96451e-06 1.27749e-35 3.97146e-06 3.91564e-06 5.52559e-06 1.08283e-34 4.01275e-06 0 5.73209e-06 3.31232e-06 2.31467e-06 0 1.82573e-06 0 2.57641e-06 3.09075e-06 3.02845e-06 4.3794e-06 2.15079e-06 2.4633e-06 0 4.58758e-06 4.84689e-06 2.85499e-06 0 4.01864e-06 0 0 6.68879e-06 0 4.6145e-06 3.7918e-06 3.26675e-06 6.0131e-06 2.7931e-06 2.45348e-05 4.27414e-06 1.42826e-05 3.27948e-06 0 7.89415e-06 2.00226e-06 0 5.45666e-06 0 4.91074e-06 0 0 4.07182e-06 3.96171e-06 3.72936e-06 0 0 4.28426e-06 3.45393e-06 Variance: 6.13523e-06 Variances/cluster: 0.035575 2.64559e-08 0 2.15624e-08 0 3.07225e-08 2.58889e-08 2.85695e-08 4.02918e-08 2.67973e-31 2.00675e-08 4.0652e-08 2.99341e-08 4.30734e-08 0 3.32234e-08 3.72657e-08 0 2.11235e-08 2.47171e-08 1.14655e-07 2.66052e-08 0 4.13668e-08 3.76381e-08 2.64359e-08 0 3.13466e-08 0 4.37424e-08 3.12455e-08 3.56066e-08 0 1.70614e-08 0 2.24016e-08 2.19183e-08 3.60501e-08 3.90987e-08 2.26379e-08 2.00248e-08 0 3.52776e-08 3.93938e-08 1.0977e-07 0 2.3637e-08 0 0 3.77864e-08 0 3.69043e-08 2.91649e-08 3.26646e-08 5.46598e-08 4.16742e-08 2.72576e-06 1.64378e-07 7.14025e-07 4.75142e-08 0 9.07286e-08 1.85378e-08 0 5.62491e-08 0 3.83619e-08 0 0 3.99067e-08 2.25077e-08 3.03099e-08 0 0 3.19616e-08 2.57727e-08 -------------------------------------------------------------- Initialization seed trial #514 of 1000; initialization seed = 493576739 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 686491 Distortion: 0.000524045 Distortions/cluster: 5.15141e-06 4.8122e-06 2.13018e-06 7.25527e-06 3.41379e-06 1.91461e-06 2.16877e-06 6.52381e-06 0 4.97971e-06 2.37044e-35 2.69653e-06 2.04108e-06 3.24998e-06 1.08283e-34 2.01274e-06 6.62033e-06 3.486e-06 3.19506e-06 0 0 2.08626e-06 5.10003e-06 1.99933e-06 1.88074e-06 1.4257e-06 1.80769e-06 6.00028e-06 0 2.53929e-06 4.40106e-06 2.80566e-06 1.96793e-06 3.26478e-06 4.35604e-05 2.23467e-06 5.32265e-06 1.85322e-06 0 2.46318e-06 3.28564e-06 4.09393e-06 2.18607e-06 0 0 3.89202e-06 1.27749e-35 9.64317e-35 0 0 1.80206e-06 3.20732e-06 0 3.40186e-06 3.19337e-06 2.85499e-06 0 2.94766e-06 3.11491e-06 4.80671e-06 2.44127e-06 0.000292129 0 2.69047e-06 4.54529e-06 4.78687e-06 6.54562e-06 2.83776e-06 2.94808e-06 0 2.48749e-06 0 2.4608e-06 4.81763e-06 4.20319e-06 0 Variance: 8.96723e-08 Variances/cluster: 4.18675e-08 2.91553e-08 2.1089e-08 1.64879e-07 3.66954e-08 2.36343e-08 1.93623e-08 3.15056e-08 0 3.89009e-08 0 2.93076e-08 2.19445e-08 2.59974e-08 0 1.95389e-08 4.01198e-08 3.2876e-08 3.80239e-08 0 0 2.08608e-08 3.22758e-08 2.32459e-08 3.35745e-08 2.45783e-08 4.40764e-08 5.82498e-08 0 2.37296e-08 2.58864e-08 4.52389e-08 1.9876e-08 3.33111e-08 2.7222e-06 1.89363e-08 4.3985e-08 3.36836e-08 0 1.86582e-08 3.57018e-08 2.84277e-08 2.60216e-08 0 0 2.62952e-08 0 6.86694e-32 0 0 1.98012e-08 3.3399e-08 0 3.03706e-08 3.75661e-08 1.0977e-07 0 3.77781e-08 3.6635e-08 3.84413e-08 2.83844e-08 3.74484e-06 0 3.63457e-08 2.64238e-08 3.14823e-08 5.50005e-08 1.93028e-08 2.32112e-08 0 2.39157e-08 0 1.11816e-07 4.96632e-08 3.75252e-08 0 -------------------------------------------------------------- Initialization seed trial #515 of 1000; initialization seed = 493576740 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 723231 Distortion: 0.000227577 Distortions/cluster: 3.21191e-06 3.24931e-06 2.18026e-06 4.69166e-06 3.84359e-06 5.25166e-06 3.77251e-06 9.64317e-35 2.38529e-06 2.4167e-06 2.19257e-06 2.37044e-35 2.66927e-06 3.33207e-06 3.32189e-06 2.53812e-06 1.27749e-35 3.65997e-06 2.36136e-06 4.18693e-06 3.49178e-06 3.41278e-06 5.16728e-06 3.13885e-06 0 2.47724e-06 2.82515e-06 3.78605e-06 2.52988e-06 1.08283e-34 2.55616e-06 2.59517e-06 0 3.21916e-06 2.49979e-06 4.84927e-06 3.1062e-06 2.25043e-06 3.38462e-06 0 2.08038e-06 3.15352e-06 2.85499e-06 4.27414e-06 1.97328e-06 2.65843e-06 1.59192e-05 1.9026e-06 0 0 2.67173e-06 3.41413e-06 1.72919e-06 0 2.22612e-06 7.89415e-06 0 0 2.29828e-06 2.23748e-06 4.81569e-35 5.03946e-06 0 2.43088e-06 3.43119e-06 2.25921e-06 4.5584e-06 0 2.57084e-06 3.79173e-06 3.00174e-06 0 2.58962e-06 5.03876e-06 4.48779e-06 2.45348e-05 Variance: 3.8942e-08 Variances/cluster: 2.11285e-08 5.32628e-08 1.96403e-08 3.19134e-08 2.34344e-08 4.13393e-08 3.46072e-08 6.86694e-32 2.51055e-08 3.60581e-08 2.06828e-08 0 2.99819e-08 2.84698e-08 3.73222e-08 2.98576e-08 0 4.06628e-08 2.36115e-08 2.88659e-08 3.59867e-08 3.83333e-08 4.03656e-08 4.75439e-08 0 2.55363e-08 1.94821e-08 3.71061e-08 3.20213e-08 0 1.111e-07 3.16381e-08 0 2.42021e-08 2.17352e-08 4.21539e-08 3.93159e-08 2.00909e-08 3.9343e-08 0 2.92983e-08 2.46347e-08 1.0977e-07 1.64378e-07 2.05531e-08 2.55588e-08 7.5794e-07 2.09055e-08 0 0 2.9038e-08 4.32023e-08 2.78877e-08 0 2.61874e-08 9.07286e-08 0 0 4.69e-08 1.84899e-08 2.67973e-31 2.83022e-08 0 2.05989e-08 2.38249e-08 1.77875e-08 3.1427e-08 0 4.28435e-08 2.87228e-08 3.9493e-08 0 3.64703e-08 3.49882e-08 4.07847e-08 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #516 of 1000; initialization seed = 493576741 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 727120 Distortion: 0.0002085 Distortions/cluster: 9.85484e-06 1.27749e-35 5.39588e-06 2.75265e-06 1.08283e-34 3.78828e-06 3.69186e-06 2.73439e-06 2.85499e-06 0 1.78524e-06 2.87213e-06 2.32104e-06 5.25522e-06 2.36649e-06 2.37044e-35 5.10428e-06 3.70717e-06 4.27414e-06 2.59064e-06 3.79254e-06 3.83992e-06 2.4264e-06 3.38248e-06 3.09538e-06 1.93044e-06 2.4351e-06 1.83909e-06 2.14653e-06 5.10269e-06 2.24956e-06 3.08947e-06 1.65035e-06 4.84797e-06 3.29244e-06 2.62853e-06 2.80639e-06 0 2.77298e-06 3.19522e-06 6.45786e-06 0 4.81569e-35 2.72301e-06 0 2.12411e-06 2.75363e-06 4.72011e-06 2.78486e-06 3.76702e-06 0 0 2.96877e-06 3.9003e-06 4.12357e-06 7.89415e-06 4.75335e-06 0 9.64317e-35 0 0 2.46297e-06 3.63893e-06 2.85103e-06 3.31346e-06 2.22881e-06 4.54188e-06 4.05432e-06 2.57419e-06 2.78976e-06 2.22461e-06 2.62995e-06 3.11991e-06 0 2.9636e-06 2.26317e-06 Variance: 3.56776e-08 Variances/cluster: 8.95767e-07 0 4.42144e-08 1.14655e-07 0 2.36747e-08 3.7669e-08 3.55088e-08 1.0977e-07 0 2.02849e-08 2.81557e-08 2.05378e-08 1.75159e-06 1.878e-08 0 2.55192e-08 3.36905e-08 1.64378e-07 2.56477e-08 4.16726e-08 3.99861e-08 3.19235e-08 3.13165e-08 4.01865e-08 2.38304e-08 2.43481e-08 5.10813e-08 2.28334e-08 3.44746e-08 2.67782e-08 2.61797e-08 3.00034e-08 3.01018e-08 2.2549e-08 2.52713e-08 2.6225e-08 0 1.99471e-08 4.14927e-08 4.0355e-07 0 2.67973e-31 2.8362e-08 0 2.28379e-08 3.67029e-08 3.93225e-08 2.87005e-08 2.94201e-08 0 0 2.72274e-08 3.0225e-08 4.0414e-08 9.07286e-08 4.70483e-08 0 6.86694e-32 0 0 2.73639e-08 3.03218e-08 3.27675e-08 5.01994e-08 3.65355e-08 4.28338e-08 2.34333e-08 3.72952e-08 3.82135e-08 2.34145e-08 2.13793e-08 3.42741e-08 0 1.91183e-08 2.13488e-08 -------------------------------------------------------------- Initialization seed trial #517 of 1000; initialization seed = 493576742 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 499263 Distortion: 0.0358365 Distortions/cluster: 2.75563e-06 2.71089e-06 6.45786e-06 7.36748e-06 2.16928e-06 3.06528e-06 2.37044e-35 4.11789e-06 3.61347e-06 3.31251e-06 1.76688e-06 4.79948e-06 2.65832e-06 2.17594e-06 4.62188e-06 2.83238e-06 3.0089e-06 0 4.81569e-35 0 3.31283e-06 3.53998e-06 5.1549e-06 2.84604e-06 2.82553e-06 8.29035e-06 4.48845e-06 9.50305e-06 3.14466e-06 3.61907e-06 2.73859e-06 0 3.32901e-06 0 2.62104e-06 3.07111e-06 4.19037e-06 5.25522e-06 3.07742e-06 6.12714e-06 2.88283e-06 3.86392e-06 0.0356196 1.27749e-35 0 2.21686e-06 9.85484e-06 0 3.01019e-06 1.93025e-06 0 2.0973e-06 0 0 2.12867e-06 0 2.72132e-06 4.56695e-06 3.73999e-06 5.83568e-06 2.38273e-06 2.6496e-06 0 4.6797e-06 2.77852e-06 0 0 0 3.32149e-06 2.16448e-06 3.39244e-06 7.15612e-06 3.23298e-06 0 1.08283e-34 5.82213e-06 Variance: 6.1322e-06 Variances/cluster: 2.57505e-08 2.27785e-08 4.0355e-07 3.21618e-08 3.8055e-08 4.14099e-08 0 3.95821e-08 3.19749e-08 3.60025e-08 4.64933e-08 3.90073e-08 4.66223e-08 2.15421e-08 4.05306e-08 2.57466e-08 3.7144e-08 0 2.67973e-31 0 2.58791e-08 5.28309e-08 4.22399e-08 2.17236e-08 2.64045e-08 9.41992e-08 3.09522e-08 3.45453e-08 5.15363e-08 2.1799e-08 3.04262e-08 0 3.32871e-08 0 2.54448e-08 3.61275e-08 2.55485e-08 1.75159e-06 4.21425e-08 4.0564e-08 2.28769e-08 4.76985e-08 0.035575 0 0 2.40942e-08 8.95767e-07 0 2.81299e-08 3.21688e-08 0 2.0164e-08 0 0 3.60673e-08 0 3.83251e-08 1.69132e-07 2.42835e-08 1.42286e-07 1.63186e-08 2.17158e-08 0 2.72052e-08 3.0198e-08 0 0 0 3.35474e-08 2.0227e-08 3.85377e-08 4.13512e-08 2.54544e-08 0 0 2.83981e-08 -------------------------------------------------------------- Initialization seed trial #518 of 1000; initialization seed = 493576743 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 498734 Distortion: 0.0358285 Distortions/cluster: 3.40802e-06 5.9104e-06 2.76249e-06 5.25522e-06 2.22032e-06 3.94249e-06 5.03438e-06 9.85484e-06 3.59473e-06 2.47728e-06 2.37044e-35 2.71365e-06 2.5642e-06 2.57146e-06 4.42789e-06 2.96211e-06 4.03253e-06 0.0356196 3.03455e-06 0 3.00037e-06 0 3.05592e-06 3.13169e-06 2.29169e-06 3.56346e-06 1.08283e-34 2.7791e-06 2.67421e-06 4.08586e-06 4.32271e-06 3.82124e-06 3.51849e-06 7.0562e-06 2.56406e-06 4.92973e-06 0 0 2.80069e-06 2.28175e-06 3.23869e-06 3.5806e-06 3.51958e-06 3.55765e-06 2.93526e-06 2.85565e-06 5.09264e-06 3.04867e-06 0 2.29974e-06 3.15049e-06 3.38573e-06 0 3.7454e-06 4.56263e-06 3.00027e-06 4.81569e-35 3.75205e-06 2.41652e-06 1.27749e-35 2.87453e-06 2.85499e-06 2.22766e-06 1.92421e-06 0 4.29927e-06 0 0 0 3.15411e-06 2.75265e-06 0 2.09275e-06 3.28401e-06 3.13239e-06 3.53354e-06 Variance: 6.13081e-06 Variances/cluster: 2.79254e-08 3.93959e-07 3.94511e-08 1.75159e-06 2.03678e-08 4.69303e-08 7.51328e-08 8.95767e-07 2.92159e-08 2.31495e-08 0 2.5842e-08 2.00311e-08 3.57029e-08 4.13685e-08 2.82011e-08 3.50624e-08 0.035575 3.89015e-08 0 3.44758e-08 0 2.31482e-08 3.7728e-08 2.829e-08 3.09834e-08 0 1.95688e-08 4.17709e-08 2.63581e-08 3.02261e-08 3.74514e-08 4.28942e-08 4.83264e-08 2.1015e-08 2.91605e-08 0 0 2.85758e-08 1.87012e-08 2.59072e-08 2.10605e-08 1.06645e-07 3.74368e-08 2.06691e-08 3.32026e-08 4.17396e-08 3.85878e-08 0 2.0531e-08 2.83804e-08 4.07789e-08 0 2.41617e-08 3.86548e-08 2.70263e-08 2.67973e-31 3.47298e-08 2.36893e-08 0 2.08281e-08 1.0977e-07 3.27568e-08 1.48005e-07 0 5.5114e-08 0 0 0 2.13097e-08 1.14655e-07 0 2.32507e-08 4.82899e-08 4.8176e-08 2.94365e-08 -------------------------------------------------------------- Initialization seed trial #519 of 1000; initialization seed = 493576744 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 722979 Distortion: 0.000228975 Distortions/cluster: 2.37044e-35 1.1368e-06 1.80198e-06 4.23562e-06 4.17626e-06 2.81178e-06 3.73713e-06 1.59192e-05 1.08283e-34 8.55988e-06 3.35401e-06 2.87362e-06 3.89464e-06 2.54076e-06 4.56695e-06 2.18911e-06 2.9169e-06 5.49686e-06 6.06593e-06 4.50844e-06 2.7521e-06 2.16033e-06 9.64317e-35 2.85488e-06 3.19121e-06 0 4.25897e-06 4.81569e-35 3.11903e-06 1.59461e-06 4.18569e-06 2.06898e-06 2.81365e-06 2.0031e-06 1.63576e-06 3.16567e-06 1.38828e-06 2.73261e-06 0 4.06775e-06 1.8104e-06 5.33536e-06 2.65054e-06 1.8839e-06 2.71226e-06 1.76146e-06 3.96965e-06 2.28126e-06 2.36374e-06 0 2.19122e-06 2.62252e-06 0 3.61909e-06 2.91672e-06 1.27749e-35 2.2824e-06 3.11563e-06 4.85365e-06 3.00566e-06 2.76591e-06 4.75698e-06 0 0 4.22936e-06 1.60284e-06 0 2.45348e-05 1.93652e-06 5.51941e-06 0 0 4.82939e-06 0 2.55719e-06 2.08839e-06 Variance: 3.91812e-08 Variances/cluster: 0 2.58341e-08 2.22447e-08 7.057e-08 3.79535e-08 2.32357e-08 2.55945e-08 7.5794e-07 0 9.61687e-08 3.42139e-08 3.9361e-08 4.23194e-08 3.52854e-08 1.69132e-07 3.36765e-08 3.88886e-08 4.65696e-08 4.45881e-08 4.13482e-08 2.62074e-08 2.70018e-08 6.86694e-32 2.48223e-08 3.58447e-08 0 1.18266e-07 2.67973e-31 3.3535e-08 3.25401e-08 2.58353e-08 2.22452e-08 2.02397e-08 2.50366e-08 3.71733e-08 4.79502e-08 4.47794e-08 2.22144e-08 0 2.96818e-08 2.54964e-08 3.33351e-08 2.7898e-08 2.85417e-08 3.87431e-08 3.45362e-08 3.6407e-08 2.15188e-08 4.29737e-08 0 1.76696e-08 1.88654e-08 0 2.44511e-08 2.70043e-08 0 2.4278e-08 3.05427e-08 2.5815e-08 4.17314e-08 2.09514e-08 3.02966e-08 0 0 2.95731e-08 4.85667e-08 0 2.72576e-06 1.91718e-08 3.04839e-08 0 0 2.83989e-08 0 2.87297e-08 2.06752e-08 -------------------------------------------------------------- Initialization seed trial #520 of 1000; initialization seed = 493576745 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 594880 Distortion: 0.00412743 Distortions/cluster: 2.81004e-06 2.95324e-06 1.7877e-06 1.0732e-06 1.7286e-06 2.47678e-06 2.72599e-06 1.20628e-06 5.67917e-06 5.9104e-06 0 4.81569e-35 1.09368e-05 9.85484e-06 1.06502e-06 9.64317e-35 2.27099e-06 2.2143e-06 2.17345e-06 4.5832e-06 1.93576e-06 6.63347e-06 5.31518e-06 2.0175e-06 2.62406e-06 2.78273e-06 2.18787e-06 5.34764e-06 5.31379e-06 1.33191e-06 2.15852e-06 3.69257e-06 6.48738e-06 1.75104e-06 2.09372e-06 4.24027e-06 4.19497e-06 3.38544e-06 1.41647e-06 1.95333e-06 1.33578e-06 2.37044e-35 2.00165e-06 5.25522e-06 0 3.08981e-06 0.00391362 2.143e-06 1.98492e-06 0 3.56986e-06 1.17317e-06 5.06866e-06 5.65342e-06 3.89545e-06 1.42941e-06 1.72391e-06 0 2.72883e-06 0 1.66935e-06 1.36433e-06 4.30452e-06 1.66441e-06 1.27178e-06 0 1.48648e-06 1.38938e-05 1.58143e-06 3.51958e-06 5.5155e-06 8.16533e-06 0 0 0 0 Variance: 7.06267e-07 Variances/cluster: 3.74643e-08 2.61326e-08 2.79304e-08 1.88264e-08 1.87875e-08 2.57977e-08 2.62092e-08 2.23365e-08 8.22983e-08 3.93959e-07 0 2.67973e-31 3.37446e-08 8.95767e-07 2.53546e-08 6.86694e-32 3.38923e-08 2.10867e-08 2.13065e-08 6.0287e-08 2.30427e-08 4.66996e-08 5.42318e-08 2.21677e-08 2.32197e-08 2.28072e-08 3.08123e-08 4.17659e-08 4.11786e-08 1.87572e-08 1.98012e-08 2.10986e-08 4.26664e-08 2.53749e-08 1.61041e-07 3.00699e-08 3.88389e-08 2.24181e-08 1.50675e-08 1.30208e-07 2.84183e-08 0 2.81898e-08 1.75159e-06 0 2.75852e-08 0.00391989 3.82649e-08 1.82081e-08 0 2.25921e-08 2.13284e-08 4.25798e-08 4.21759e-08 4.05751e-08 2.97765e-08 1.8942e-08 0 3.21012e-08 0 2.19626e-08 2.31222e-08 4.26154e-08 1.93514e-08 1.9267e-08 0 1.67006e-08 4.45167e-08 2.16608e-08 1.06645e-07 1.37842e-07 4.27368e-08 0 0 0 0 -------------------------------------------------------------- Initialization seed trial #521 of 1000; initialization seed = 493576746 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 727420 Distortion: 0.000206446 Distortions/cluster: 1.94328e-06 2.61839e-06 4.00014e-06 4.36882e-06 2.24449e-06 2.16731e-06 2.61012e-06 4.67551e-06 4.18119e-06 2.22701e-06 2.0973e-06 5.68929e-06 3.07272e-06 3.81748e-06 2.71126e-06 3.01476e-06 1.6319e-06 0 2.27614e-06 5.25522e-06 2.164e-06 3.1009e-06 2.44915e-06 3.95236e-06 2.37044e-35 3.02521e-06 1.08283e-34 2.91835e-06 2.20623e-06 3.6198e-06 1.27749e-35 2.09372e-06 2.48303e-06 2.26976e-06 9.85484e-06 2.29562e-06 0 1.46846e-06 3.93634e-06 2.09059e-06 5.15185e-06 2.55077e-06 2.09764e-06 3.3852e-06 2.60418e-06 9.64317e-35 2.60906e-06 2.76955e-06 2.67126e-06 3.5022e-06 3.28953e-06 1.68615e-06 2.6012e-06 0 3.50414e-06 4.91095e-06 6.45786e-06 4.31165e-06 2.6859e-06 2.50376e-06 1.9669e-06 3.41186e-06 1.78146e-06 2.48438e-06 0 0 7.92944e-06 1.36185e-06 3.2459e-06 2.67628e-06 4.81569e-35 4.96082e-06 0 1.90877e-06 0 4.89477e-06 Variance: 3.53261e-08 Variances/cluster: 2.42889e-08 3.49004e-08 3.41783e-08 3.36034e-08 2.22201e-08 1.76189e-08 3.2221e-08 4.92011e-08 4.31013e-08 3.05045e-08 2.99587e-08 2.78862e-08 3.45219e-08 2.23225e-08 2.60671e-08 2.0934e-08 3.13722e-08 0 2.05034e-08 1.75159e-06 3.72981e-08 4.24651e-08 3.49763e-08 3.06285e-08 0 3.47695e-08 0 2.09931e-08 3.67582e-08 3.8496e-08 0 1.61041e-07 3.22368e-08 1.87567e-08 8.95767e-07 3.88971e-08 0 3.41477e-08 4.741e-08 2.75053e-08 3.10251e-08 2.80277e-08 3.27647e-08 4.70125e-08 2.24479e-08 6.86694e-32 2.41551e-08 2.58806e-08 3.81575e-08 2.44887e-08 2.16391e-08 9.36674e-08 4.56199e-08 0 3.85046e-08 1.32684e-07 4.0355e-07 2.61289e-08 3.62931e-08 2.38432e-08 5.95982e-08 2.86616e-08 2.28373e-08 2.88855e-08 0 0 9.21938e-08 2.61871e-08 2.26966e-08 3.47456e-08 2.67973e-31 3.04318e-08 0 2.68816e-08 0 2.7645e-08 -------------------------------------------------------------- Initialization seed trial #522 of 1000; initialization seed = 493576747 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 69 BIC score: 726270 Distortion: 0.000214268 Distortions/cluster: 5.25522e-06 1.48176e-06 2.12737e-06 1.58523e-06 1.93117e-06 2.08468e-06 3.93082e-06 2.65798e-06 2.53275e-06 6.79224e-06 8.39942e-06 2.37044e-35 4.56695e-06 4.25906e-06 6.44748e-06 3.8705e-06 0 1.89566e-06 5.41341e-06 2.3889e-06 1.64327e-06 2.54735e-06 2.41424e-06 8.19372e-06 1.08283e-34 5.54074e-06 4.13323e-06 3.83084e-06 2.19611e-06 2.25733e-06 1.93862e-06 4.46928e-06 4.81569e-35 6.87613e-06 2.07815e-06 2.76045e-06 5.6379e-06 2.37351e-06 2.9986e-06 4.48397e-06 1.58951e-06 2.3033e-06 9.85484e-06 2.06588e-06 9.64317e-35 0 2.23514e-06 0 1.65582e-06 3.51127e-06 2.96024e-06 0 2.85208e-06 3.41156e-06 3.19221e-06 2.6154e-06 0 0 0 4.18794e-06 0 2.22308e-06 5.9104e-06 4.04756e-06 2.47403e-06 5.41227e-06 2.43948e-06 2.5887e-06 0 5.77915e-06 0 0 0 1.27749e-35 0 6.96423e-06 Variance: 3.66646e-08 Variances/cluster: 1.75159e-06 2.14728e-08 2.1929e-08 2.05856e-08 2.57467e-08 2.39598e-08 3.89063e-08 2.09265e-08 3.7243e-08 4.40908e-08 9.43662e-08 0 1.69132e-07 4.05491e-08 5.55768e-08 3.00013e-08 0 2.03817e-08 3.27978e-08 1.88086e-08 2.48954e-08 1.79375e-08 2.09916e-08 5.02643e-08 0 1.38473e-07 5.90283e-08 3.90784e-08 1.94329e-08 1.96272e-08 2.06218e-08 3.4905e-08 2.67973e-31 3.04153e-08 1.92404e-08 2.26247e-08 3.25785e-08 2.60797e-08 4.91415e-08 3.93299e-08 2.83816e-08 2.21451e-08 8.95767e-07 2.32094e-08 6.86694e-32 0 2.45591e-08 0 2.75943e-08 3.053e-08 2.71556e-08 0 2.16047e-08 3.96566e-08 3.84574e-08 2.51459e-08 0 0 0 4.55069e-08 0 1.30756e-07 3.93959e-07 3.85355e-08 2.11431e-08 2.54076e-08 2.86972e-08 2.0543e-08 0 4.12663e-08 0 0 0 0 0 4.40739e-08 -------------------------------------------------------------- Initialization seed trial #523 of 1000; initialization seed = 493576748 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 498376 Distortion: 0.035825 Distortions/cluster: 1.78691e-06 1.57531e-06 1.70854e-06 1.22248e-06 3.80028e-06 3.28669e-06 2.68317e-06 5.25522e-06 2.09136e-06 2.32443e-06 3.24562e-06 2.37044e-35 2.06864e-06 7.89415e-06 2.50509e-06 3.44295e-06 4.67503e-06 0.0356196 3.2632e-06 1.46775e-06 3.5335e-06 0 2.77423e-06 3.72812e-06 3.03035e-06 2.34041e-06 3.66085e-06 9.85484e-06 4.81569e-35 2.12514e-06 0 2.51817e-06 1.27749e-35 2.75265e-06 3.79666e-06 4.34571e-06 0 3.84909e-06 4.1673e-06 3.66742e-06 3.52484e-06 3.91689e-06 3.02696e-06 1.34688e-06 1.91629e-06 1.92086e-06 4.8696e-06 3.62909e-06 0 2.36554e-06 1.43321e-06 2.86616e-06 0 3.61907e-06 3.82095e-06 5.9104e-06 5.32087e-06 1.53135e-06 1.86272e-06 1.7871e-06 4.27414e-06 6.27981e-06 2.07763e-06 0 1.26616e-06 4.70837e-06 2.22308e-06 4.19342e-06 1.08283e-34 1.38114e-06 0 3.13293e-06 2.85499e-06 3.20997e-06 1.53855e-06 3.18296e-06 Variance: 6.13022e-06 Variances/cluster: 1.96347e-08 3.08855e-08 2.47593e-08 1.94026e-08 3.61823e-08 2.26648e-08 4.12658e-08 1.75159e-06 1.75729e-08 3.05819e-08 2.68144e-08 0 1.81438e-08 9.07286e-08 3.79434e-08 2.44156e-08 4.17377e-08 0.035575 2.76518e-08 1.72662e-08 3.46306e-08 0 3.55642e-08 4.23624e-08 2.77987e-08 2.51628e-08 2.30222e-08 8.95767e-07 2.67973e-31 2.38751e-08 0 1.96715e-08 0 1.14655e-07 3.95355e-08 3.31625e-08 0 2.33258e-08 3.8934e-08 2.32095e-08 3.01241e-08 3.80158e-08 3.32603e-08 1.8199e-08 2.62483e-08 3.69273e-08 2.72021e-08 3.98769e-08 0 3.87676e-08 2.42891e-08 2.2211e-08 0 3.65533e-08 3.50516e-08 3.93959e-07 3.64326e-08 1.64646e-08 2.19124e-08 2.00775e-08 1.64378e-07 5.46023e-08 2.44398e-08 0 1.64422e-08 3.0966e-08 1.30756e-07 4.10986e-08 0 1.68412e-08 0 2.70057e-08 1.0977e-07 4.78956e-08 2.40377e-08 3.65738e-08 -------------------------------------------------------------- Initialization seed trial #524 of 1000; initialization seed = 493576749 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 26 BIC score: 498282 Distortion: 0.0358438 Distortions/cluster: 1.27749e-35 4.27414e-06 1.87153e-06 3.12855e-06 1.59192e-05 2.78516e-06 2.11702e-06 2.72647e-06 2.33923e-06 3.7444e-06 2.27537e-06 2.45348e-05 1.93284e-06 4.26801e-06 3.62853e-06 2.45642e-06 3.50603e-06 2.29564e-06 3.09116e-06 3.00685e-06 2.65275e-06 2.0005e-06 2.53082e-06 2.37727e-06 2.32582e-06 2.08364e-06 2.40872e-06 0.0356196 1.74514e-06 2.44405e-06 3.10264e-06 3.92171e-06 1.08283e-34 4.29883e-06 2.37044e-35 0 1.96773e-06 2.62689e-06 2.34199e-06 0 2.84945e-06 3.35106e-06 3.45086e-06 2.99235e-06 0 3.28717e-06 0 2.75265e-06 3.23083e-06 2.70156e-06 2.85499e-06 2.15973e-06 2.09047e-06 3.22538e-06 7.76697e-06 0 0 4.03783e-06 3.13303e-06 2.62846e-06 4.81569e-35 2.7686e-06 2.42827e-06 3.46736e-06 2.0443e-06 2.54488e-06 3.60266e-06 3.55962e-06 2.83181e-06 3.76931e-06 3.07593e-06 4.27603e-06 3.05272e-06 2.61947e-06 2.92342e-06 0 Variance: 6.13343e-06 Variances/cluster: 0 1.64378e-07 3.22648e-08 3.95893e-08 7.5794e-07 3.12908e-08 3.36006e-08 3.09723e-08 2.33902e-08 2.31115e-08 3.49939e-08 2.72576e-06 2.92828e-08 3.11507e-08 2.28189e-08 2.82254e-08 2.73876e-08 1.82177e-08 3.72397e-08 4.06208e-08 3.35682e-08 3.27843e-08 3.61427e-08 2.52877e-08 3.57699e-08 1.91143e-08 3.7634e-08 0.035575 3.42162e-08 2.34928e-08 4.02905e-08 3.26781e-08 0 2.4285e-08 0 0 2.36997e-08 3.36752e-08 2.25117e-08 0 2.8492e-08 2.219e-08 2.36339e-08 3.56115e-08 0 5.30143e-08 0 1.14655e-07 2.7605e-08 3.37665e-08 1.0977e-07 3.12979e-08 4.85994e-08 4.88547e-08 9.03049e-08 0 0 2.55537e-08 2.50613e-08 3.28532e-08 2.67973e-31 3.69024e-08 3.56981e-08 2.10119e-08 2.6547e-08 2.33454e-08 2.3544e-08 4.34061e-08 3.67739e-08 3.55479e-08 3.70477e-08 2.6393e-08 2.82635e-08 2.11229e-08 3.32108e-08 0 -------------------------------------------------------------- Initialization seed trial #525 of 1000; initialization seed = 493576750 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 499021 Distortion: 0.0358537 Distortions/cluster: 3.6897e-06 2.15902e-06 4.12204e-06 4.95665e-06 3.50701e-06 2.08499e-06 2.93396e-06 4.81569e-35 6.1021e-06 3.74072e-06 4.51655e-06 6.49346e-06 2.45348e-05 2.72825e-06 1.87055e-06 5.17859e-06 4.99714e-06 3.45283e-06 2.74766e-06 4.90434e-06 2.37044e-35 2.57765e-06 2.75817e-06 2.68065e-06 8.55988e-06 2.35237e-06 1.27749e-35 2.56174e-06 0 2.74131e-06 1.70799e-06 2.2667e-06 0 0 3.15054e-06 3.52956e-06 1.08283e-34 0 0 5.11151e-06 3.09439e-06 2.37404e-06 4.56695e-06 2.63692e-06 0 6.35286e-06 0 1.88413e-06 2.93706e-06 0 1.82043e-06 0 2.90838e-06 1.85542e-06 0.0356196 2.36586e-06 0 0 3.3653e-06 3.21608e-06 4.57135e-06 2.80016e-06 3.79559e-06 5.5155e-06 0 3.7991e-06 1.59192e-05 4.4176e-06 5.16539e-06 3.09167e-06 2.87522e-06 0 3.28426e-06 0 0 4.86177e-06 Variance: 6.13514e-06 Variances/cluster: 4.91917e-08 2.37234e-08 2.38247e-08 4.09518e-08 2.76119e-08 2.97832e-08 2.34696e-08 2.67973e-31 3.81259e-08 4.06565e-08 2.62567e-08 4.29892e-08 2.72576e-06 3.63744e-08 2.79162e-08 4.17492e-08 3.14183e-08 3.52299e-08 2.06568e-08 3.14278e-08 0 1.84102e-08 3.44742e-08 2.17919e-08 9.61687e-08 1.928e-08 0 2.84607e-08 0 4.03105e-08 2.43971e-08 2.51826e-08 0 0 3.31606e-08 2.89212e-08 0 0 0 4.29397e-08 2.76261e-08 2.93065e-08 1.69132e-07 2.44131e-08 0 4.63564e-08 0 5.70901e-08 4.89467e-08 0 2.19303e-08 0 3.34268e-08 2.85423e-08 0.035575 2.36564e-08 0 0 2.47427e-08 2.97759e-08 2.80426e-08 1.97171e-08 2.09683e-08 1.37842e-07 0 4.74729e-08 7.5794e-07 6.04968e-08 2.83719e-08 2.45345e-08 2.33737e-08 0 3.90948e-08 0 0 4.05015e-08 -------------------------------------------------------------- Initialization seed trial #526 of 1000; initialization seed = 493576751 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 498744 Distortion: 0.0358288 Distortions/cluster: 2.38533e-06 1.37845e-06 5.17415e-06 2.14965e-06 6.08e-06 7.76697e-06 1.8092e-06 1.78748e-06 2.96486e-06 1.92451e-06 1.27749e-35 2.51987e-06 2.12719e-06 3.05532e-06 2.48432e-06 2.79267e-06 1.75764e-06 4.50084e-06 3.16574e-06 1.68561e-06 6.06244e-06 2.18529e-06 3.81139e-06 1.94182e-06 3.12028e-06 5.48842e-06 3.13239e-06 2.85499e-06 4.27414e-06 5.42311e-06 2.75265e-06 2.37044e-35 5.66497e-06 0 0 1.72124e-06 2.08546e-06 3.64706e-06 1.83197e-06 2.0948e-06 2.13115e-06 3.48966e-06 2.46761e-06 4.4981e-06 1.92301e-06 6.23529e-06 0 2.75351e-06 0.0356196 1.70234e-06 6.86066e-06 4.41884e-06 2.71077e-06 0 0 3.65412e-06 5.25522e-06 3.9868e-06 0 1.55278e-06 2.05974e-06 1.08283e-34 0 6.45786e-06 4.63266e-06 2.1408e-06 0 1.98832e-06 1.65356e-06 9.85484e-06 1.60578e-06 1.80854e-06 5.15033e-06 0 2.69389e-06 4.81569e-35 Variance: 6.13088e-06 Variances/cluster: 3.31265e-08 2.33616e-08 3.94848e-08 1.85293e-08 2.81456e-08 9.03049e-08 2.3803e-08 2.23416e-08 4.941e-08 2.87217e-08 0 2.22978e-08 3.79821e-08 3.77075e-08 2.48403e-08 2.84943e-08 2.78969e-08 2.74418e-08 3.51635e-08 2.08075e-08 3.424e-08 1.74808e-08 2.20292e-08 2.48922e-08 4.875e-08 3.04813e-08 4.8176e-08 1.0977e-07 1.64378e-07 4.37208e-08 1.14655e-07 0 4.13368e-08 0 0 2.82145e-08 4.84952e-08 2.41504e-08 1.96963e-08 2.11576e-08 2.01035e-08 2.40645e-08 3.33431e-08 4.16354e-08 3.5609e-08 4.074e-08 0 3.77169e-08 0.035575 2.21062e-08 3.17519e-08 3.8749e-08 2.13428e-08 0 0 2.62858e-08 1.75159e-06 3.29458e-08 0 3.10529e-08 1.96148e-08 0 0 4.0355e-07 3.8594e-08 1.98199e-08 0 3.10647e-08 3.06187e-08 8.95767e-07 3.02951e-08 3.93129e-08 3.02934e-08 0 2.99294e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #527 of 1000; initialization seed = 493576752 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 499300 Distortion: 0.0358829 Distortions/cluster: 2.26351e-06 2.47005e-06 2.46853e-06 1.87624e-06 3.28223e-06 5.39264e-06 2.47186e-06 1.97955e-06 3.01494e-05 5.62831e-06 4.20159e-06 3.7998e-06 3.10968e-06 4.2999e-06 5.71392e-06 3.21942e-06 2.56001e-06 1.08283e-34 5.12101e-06 2.37044e-35 5.32285e-06 0 7.41396e-06 0.0356196 3.86633e-06 4.54237e-06 5.82766e-06 0 0 0 3.5153e-06 0 2.95693e-06 1.14293e-06 2.44631e-06 3.30912e-06 3.27554e-06 0 3.68336e-06 0 4.62489e-06 2.91541e-06 4.06415e-06 1.9308e-06 7.48558e-06 0 0 4.35604e-05 4.26842e-06 2.51845e-06 3.04795e-06 3.03525e-06 0 3.79388e-06 0 0 4.67741e-06 4.81569e-35 4.55532e-06 0 3.29075e-06 0 2.68328e-06 2.4262e-06 0 3.77841e-06 1.27749e-35 5.00181e-06 4.6986e-06 2.41112e-06 0 2.74707e-06 3.13982e-06 5.38965e-06 0 0 Variance: 6.14013e-06 Variances/cluster: 2.28617e-08 3.2076e-08 2.68295e-08 3.0259e-08 5.46988e-08 1.7394e-07 3.25216e-08 2.57062e-08 3.07615e-07 4.16777e-08 2.37355e-08 4.08545e-08 3.53342e-08 4.01727e-08 1.428e-07 1.85008e-08 2.5096e-08 0 3.60518e-08 0 4.18988e-08 0 2.97653e-08 0.035575 3.19505e-08 2.15259e-08 4.97941e-08 0 0 0 2.35906e-08 0 3.21379e-08 2.24079e-08 2.20368e-08 2.64698e-08 2.77564e-08 0 5.04419e-08 0 3.98566e-08 3.78595e-08 2.19658e-08 2.19389e-08 3.70451e-08 0 0 2.7222e-06 4.39898e-08 2.44489e-08 2.69698e-08 2.18344e-08 0 4.12353e-08 0 0 3.18158e-08 2.67973e-31 3.95985e-08 0 3.82614e-08 0 1.95843e-08 2.88808e-08 0 2.23549e-08 0 7.04414e-08 5.46301e-08 1.99249e-08 0 2.32782e-08 4.07642e-08 3.64045e-08 0 0 -------------------------------------------------------------- Initialization seed trial #528 of 1000; initialization seed = 493576753 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 498384 Distortion: 0.0360952 Distortions/cluster: 2.5444e-06 2.89713e-06 1.82384e-06 2.55184e-06 2.71042e-06 1.03495e-05 1.58761e-06 2.09505e-06 1.29036e-06 2.71202e-06 3.12583e-06 0.0356196 4.27624e-06 1.95963e-06 2.37044e-35 3.88466e-06 3.25719e-06 1.93444e-06 4.38605e-06 3.22911e-06 1.8701e-06 1.14128e-06 3.995e-06 1.77394e-06 5.9104e-06 2.50161e-06 2.09499e-06 0 1.31932e-06 9.85484e-06 1.00166e-06 4.43786e-06 3.5521e-06 0 3.41075e-06 3.55147e-06 0 4.65603e-06 4.19452e-06 0 2.98295e-06 4.19315e-06 5.22283e-06 3.90415e-06 1.95192e-06 4.26534e-06 1.08283e-34 1.18551e-06 8.61945e-06 2.95037e-06 2.37603e-06 1.27749e-35 6.28081e-06 3.01427e-06 0 3.51644e-06 1.01593e-06 0 5.05693e-06 5.25522e-06 5.28038e-06 2.6891e-06 2.21629e-06 2.22308e-06 0.000268074 1.97495e-06 3.23305e-06 1.28053e-06 3.3912e-06 0 4.1567e-06 6.05939e-06 0 0 0 1.39657e-06 Variance: 6.17645e-06 Variances/cluster: 3.8548e-08 2.11451e-08 1.7204e-08 2.31962e-08 2.29676e-08 3.50715e-08 2.36928e-08 1.77531e-08 1.72028e-08 2.88487e-08 3.76577e-08 0.035575 3.65372e-08 3.4368e-08 0 5.88406e-08 3.61793e-08 1.75842e-08 1.21794e-07 3.79771e-08 2.14935e-08 1.93414e-08 2.29578e-08 2.90784e-08 3.93959e-07 2.55237e-08 2.86958e-08 0 1.75889e-08 8.95767e-07 2.22566e-08 2.95832e-08 2.065e-08 0 2.35203e-08 3.73723e-08 0 1.19373e-07 4.50881e-08 0 2.71154e-08 4.41346e-08 6.78062e-08 3.33661e-08 2.29617e-08 3.94821e-08 0 1.85218e-08 3.35278e-08 2.54319e-08 3.71132e-08 0 5.4611e-08 2.81683e-08 0 3.86294e-08 2.1163e-08 0 3.85992e-08 1.75159e-06 5.28006e-08 1.93443e-08 1.91042e-08 1.30756e-07 4.39422e-06 2.26986e-08 3.07881e-08 2.03234e-08 3.29134e-08 0 3.81225e-08 7.48014e-08 0 0 0 2.25226e-08 -------------------------------------------------------------- Initialization seed trial #529 of 1000; initialization seed = 493576754 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 728439 Distortion: 0.000200652 Distortions/cluster: 2.11648e-06 3.18225e-06 1.58066e-06 3.36819e-06 1.09485e-06 1.74984e-06 1.95333e-06 1.97793e-06 2.8086e-06 1.23931e-06 3.4273e-06 2.31705e-06 3.48725e-06 3.86737e-06 2.52934e-06 4.15335e-06 9.85484e-06 4.87933e-06 1.78111e-06 2.53893e-06 1.44233e-06 2.85499e-06 5.0592e-06 2.40874e-06 2.51222e-06 1.46167e-06 0 2.07476e-06 2.07229e-06 2.48903e-06 2.58766e-06 1.53986e-06 3.59608e-06 3.44281e-06 2.69381e-06 3.40337e-06 5.9104e-06 2.20428e-06 4.71293e-06 2.20311e-06 1.54262e-06 2.3452e-06 2.15493e-06 4.81569e-35 1.81861e-06 2.58235e-06 5.25522e-06 9.64317e-35 1.84942e-06 2.43477e-06 2.21096e-06 2.82146e-06 1.68192e-06 7.03151e-06 3.43229e-06 3.40914e-06 1.85945e-06 3.85718e-06 2.02668e-06 3.69543e-06 4.98733e-06 2.55616e-06 2.37044e-35 3.47602e-06 2.21281e-06 0 1.27749e-35 3.92383e-06 0 0 3.10925e-06 3.63909e-06 1.08283e-34 4.36506e-06 2.64678e-06 3.14927e-06 Variance: 3.43346e-08 Variances/cluster: 3.15789e-08 3.0893e-08 2.43151e-08 2.61071e-08 1.76567e-08 2.33291e-08 1.30208e-07 3.66173e-08 3.1913e-08 1.72111e-08 3.89442e-08 3.67752e-08 2.81137e-08 2.32954e-08 3.56216e-08 3.80928e-08 8.95767e-07 2.35696e-08 1.48415e-07 4.02872e-08 1.97561e-08 1.0977e-07 2.89002e-08 3.34518e-08 2.53729e-08 1.87372e-08 0 1.92091e-08 3.51124e-08 3.31844e-08 3.5937e-08 1.76975e-08 2.41324e-08 5.29617e-08 2.51736e-08 4.36183e-08 3.93959e-07 2.29593e-08 2.66244e-08 1.94948e-08 2.11299e-08 3.72133e-08 3.26479e-08 2.67973e-31 2.33128e-08 2.90125e-08 1.75159e-06 6.86694e-32 2.56841e-08 3.161e-08 2.48398e-08 3.86381e-08 1.60169e-08 8.78854e-08 2.79023e-08 3.78668e-08 1.75399e-08 3.74361e-08 9.21139e-08 4.45195e-08 3.66599e-08 1.111e-07 0 2.21384e-08 3.74928e-08 0 0 2.86318e-08 0 0 3.83731e-08 2.1789e-08 0 3.0303e-08 2.75681e-08 3.7488e-08 -------------------------------------------------------------- Initialization seed trial #530 of 1000; initialization seed = 493576755 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 594740 Distortion: 0.00412268 Distortions/cluster: 2.51111e-06 2.80241e-06 2.96868e-06 3.45558e-06 3.62237e-06 2.73946e-06 3.01926e-06 9.85484e-06 3.51524e-06 2.49799e-06 3.7468e-06 3.56057e-06 3.35958e-06 2.00586e-06 2.85499e-06 2.74333e-06 2.4608e-06 2.32807e-06 1.90498e-06 3.54627e-06 2.82836e-06 2.37044e-35 0 3.4771e-06 6.45786e-06 2.72426e-06 3.16019e-06 2.57174e-06 2.13296e-06 4.60974e-06 0 2.36114e-06 2.23789e-06 4.81569e-35 3.1364e-06 2.6046e-06 3.53024e-06 3.43335e-06 4.53672e-06 7.76697e-06 0.00391362 9.64317e-35 0 1.90901e-06 4.34004e-06 2.51039e-06 4.75575e-06 4.27414e-06 0 2.89501e-06 0 4.54529e-06 5.14344e-06 3.6871e-06 5.6198e-06 3.76497e-06 0 2.98802e-06 0 5.25522e-06 4.63459e-06 3.09958e-06 2.3215e-06 0 2.87056e-06 3.06393e-06 0 3.65576e-06 0 0 3.05109e-06 2.10501e-06 3.01455e-06 3.43804e-06 0 3.04728e-06 Variance: 7.05455e-07 Variances/cluster: 3.9223e-08 4.37738e-08 2.16669e-08 4.26486e-08 2.62468e-08 2.0751e-08 3.72717e-08 8.95767e-07 5.24616e-08 2.06427e-08 2.8819e-08 2.38944e-08 3.73257e-08 2.02588e-08 1.0977e-07 2.56356e-08 1.11816e-07 3.18885e-08 3.80881e-08 3.81296e-08 1.99163e-08 0 0 2.133e-08 4.0355e-07 3.63203e-08 2.9532e-08 2.65103e-08 2.96215e-08 3.17885e-08 0 2.62326e-08 2.21554e-08 2.67973e-31 2.68045e-08 2.1703e-08 2.04042e-08 2.72398e-08 3.84345e-08 9.03049e-08 0.00391989 6.86694e-32 0 3.12919e-08 4.6663e-08 2.58773e-08 2.83056e-08 1.64378e-07 0 3.66336e-08 0 4.02104e-08 3.40515e-08 2.47375e-08 3.42557e-08 2.852e-08 0 3.8305e-08 0 1.75159e-06 3.99405e-08 2.51976e-08 3.22402e-08 0 3.67899e-08 3.52061e-08 0 3.61837e-08 0 0 3.38908e-08 3.34018e-08 2.13773e-08 4.35158e-08 0 2.84767e-08 -------------------------------------------------------------- Initialization seed trial #531 of 1000; initialization seed = 493576756 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 498392 Distortion: 0.0358499 Distortions/cluster: 5.76976e-06 2.49893e-06 5.15699e-06 2.88789e-06 6.41271e-06 1.65948e-06 3.32815e-06 3.06752e-06 1.81258e-06 1.75517e-06 1.30527e-06 1.59192e-05 4.39386e-06 2.32152e-06 1.29604e-06 2.37044e-35 4.13182e-06 2.21167e-06 3.11691e-06 2.1635e-06 5.63355e-06 2.37535e-06 4.15862e-06 7.15467e-06 4.2072e-06 2.25907e-06 1.49003e-06 1.08283e-34 4.56695e-06 1.93122e-06 2.25176e-06 1.61761e-06 0 0 4.81569e-35 2.8329e-06 2.42425e-06 4.04732e-06 2.03189e-06 1.35788e-06 0 2.62489e-06 2.17381e-06 2.64896e-06 2.0042e-06 2.05876e-06 1.63476e-06 5.00496e-06 4.80346e-06 2.59889e-06 1.53114e-06 5.54074e-06 4.15843e-06 1.9161e-06 1.72735e-06 1.77458e-06 1.81141e-06 1.36521e-06 6.37921e-06 1.73628e-06 2.15125e-06 0 0 0.0356196 1.06094e-06 2.12989e-06 0 1.54345e-06 0 2.32558e-06 6.96823e-06 2.45348e-05 0 6.34037e-06 8.29035e-06 1.27749e-35 Variance: 6.13449e-06 Variances/cluster: 3.33404e-08 1.93699e-08 4.77351e-08 2.42659e-08 3.9572e-08 2.27306e-08 2.84432e-08 4.86864e-08 2.62669e-08 1.6402e-08 2.37296e-08 7.5794e-07 2.79839e-08 2.418e-08 1.7752e-08 0 3.89666e-08 2.66435e-08 2.07776e-08 3.54651e-08 3.31277e-08 2.30597e-08 2.46051e-08 4.36116e-08 3.36546e-08 2.56691e-08 2.81114e-08 0 1.69132e-07 2.0115e-08 1.81572e-08 3.59442e-08 0 0 2.67973e-31 2.92026e-08 3.14812e-08 4.39781e-08 3.44358e-08 1.85995e-08 0 3.28082e-08 2.44219e-08 3.83873e-08 2.17829e-08 3.61156e-08 2.72435e-08 4.00268e-08 4.21218e-08 3.37489e-08 1.82257e-08 1.38473e-07 5.47114e-08 2.06014e-08 3.32162e-08 1.86781e-08 2.5875e-08 1.95012e-08 4.90562e-08 2.17009e-08 2.90684e-08 0 0 0.035575 2.21007e-08 2.39291e-08 0 2.00425e-08 0 3.47074e-08 3.05524e-08 2.72576e-06 0 4.7301e-08 9.41992e-08 0 -------------------------------------------------------------- Initialization seed trial #532 of 1000; initialization seed = 493576757 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 722548 Distortion: 0.000230856 Distortions/cluster: 2.68814e-06 3.66088e-06 4.73501e-06 2.84984e-06 1.59192e-05 2.0732e-06 2.54875e-06 0 5.10962e-06 3.4026e-06 2.37044e-35 2.59924e-06 2.39356e-06 4.81569e-35 2.4167e-06 1.53373e-06 1.08283e-34 3.43016e-06 2.95881e-06 6.58446e-06 2.45348e-05 3.66845e-06 0 0 2.36229e-06 6.51243e-06 3.41395e-06 3.9022e-06 4.56695e-06 2.28017e-06 5.16489e-06 2.06933e-06 5.62816e-06 2.21118e-06 2.18647e-06 2.77999e-06 2.79816e-06 2.4671e-06 6.43545e-06 3.12662e-06 0 1.44846e-06 9.64317e-35 2.26528e-06 0 1.27749e-35 5.71037e-06 3.83723e-06 3.16551e-06 3.13375e-06 2.33543e-06 3.24394e-06 1.8223e-06 1.63699e-06 1.48733e-06 1.79268e-06 0 0 1.78317e-06 3.1246e-06 0 0 6.09594e-06 1.94028e-06 4.25897e-06 1.92209e-06 1.93709e-06 2.00662e-06 2.53157e-06 2.72437e-06 1.60824e-06 1.73818e-06 2.774e-06 5.08534e-06 0 8.43383e-06 Variance: 3.95031e-08 Variances/cluster: 2.55983e-08 5.30515e-08 4.42379e-08 2.90768e-08 7.5794e-07 2.65771e-08 2.15973e-08 0 4.08636e-08 2.41298e-08 0 3.05766e-08 2.99171e-08 2.67973e-31 2.06537e-08 2.43427e-08 0 4.3963e-08 2.19152e-08 4.38822e-08 2.72576e-06 4.21625e-08 0 0 3.28066e-08 3.74158e-08 3.87925e-08 6.3949e-08 1.69132e-07 2.27996e-08 3.18716e-08 2.65275e-08 4.89253e-08 3.35e-08 2.48432e-08 1.95757e-08 3.54167e-08 2.56967e-08 3.16912e-08 1.91801e-08 0 1.74492e-08 6.86694e-32 3.14595e-08 0 0 4.67923e-08 2.62801e-08 2.87749e-08 5.13684e-08 3.70674e-08 3.86149e-08 2.84709e-08 2.51818e-08 1.90662e-08 2.15966e-08 0 0 2.4764e-08 3.25373e-08 0 0 3.1251e-08 3.80419e-08 1.18266e-07 2.18399e-08 2.48322e-08 2.57236e-08 1.96229e-08 2.06374e-08 3.09249e-08 2.06903e-08 1.93963e-08 4.23639e-08 0 9.58293e-08 -------------------------------------------------------------- Initialization seed trial #533 of 1000; initialization seed = 493576758 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 717851 Distortion: 0.000257431 Distortions/cluster: 2.45446e-06 2.50785e-06 2.4948e-06 4.22096e-06 2.16233e-06 1.9682e-06 4.35604e-05 2.6142e-06 3.17478e-06 3.26466e-06 2.37044e-35 1.77401e-06 4.28501e-06 2.91133e-06 2.57509e-06 3.08621e-06 5.5155e-06 3.26722e-06 4.81569e-35 2.48289e-06 3.1695e-05 1.99137e-06 1.27749e-35 1.08283e-34 9.64317e-35 0 0 7.12801e-06 3.73125e-06 0 1.41679e-06 5.44946e-06 3.22886e-06 6.19502e-06 3.00183e-06 3.06828e-06 3.71637e-06 0 2.31596e-06 2.87719e-06 2.84881e-06 2.32253e-06 2.07852e-06 4.44451e-06 2.54075e-06 2.75299e-06 2.22109e-06 6.2565e-06 2.00811e-06 2.33703e-06 1.80055e-06 2.40732e-06 2.03055e-06 4.80748e-06 2.51622e-06 2.78715e-06 1.99764e-06 0 2.04342e-06 3.19323e-06 0 0 0 0 4.47122e-06 0 2.07445e-06 5.11331e-06 0 0 5.09822e-06 2.88e-06 2.71527e-06 5.39099e-06 4.01472e-06 2.1427e-06 Variance: 4.40504e-08 Variances/cluster: 2.45425e-08 2.58512e-08 1.84783e-08 8.27562e-08 2.9218e-08 1.82225e-08 2.7222e-06 2.64035e-08 2.26743e-08 3.26438e-08 0 5.06818e-08 3.89418e-08 3.55009e-08 2.82952e-08 4.89831e-08 1.37842e-07 3.98407e-08 2.67973e-31 1.95486e-08 3.10701e-07 3.43226e-08 0 0 6.86694e-32 0 0 3.18111e-08 3.88546e-08 0 2.67287e-08 4.90779e-08 2.06954e-08 4.58743e-08 3.79853e-08 3.78676e-08 2.47736e-08 0 1.96246e-08 2.99681e-08 3.20062e-08 2.73215e-08 2.44503e-08 3.24311e-08 3.7919e-08 3.27711e-08 2.09518e-08 2.92263e-08 2.91006e-08 1.69335e-08 2.1181e-08 3.88255e-08 2.63685e-08 4.07292e-08 2.28727e-08 3.48363e-08 2.14781e-08 0 2.15076e-08 2.4945e-08 0 0 0 0 2.55476e-08 0 2.9215e-08 1.7043e-07 0 0 3.83203e-08 2.39976e-08 2.49085e-08 3.87716e-08 5.90221e-08 2.71204e-08 -------------------------------------------------------------- Initialization seed trial #534 of 1000; initialization seed = 493576759 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 67 BIC score: 726301 Distortion: 0.00021398 Distortions/cluster: 7.04852e-06 2.03146e-06 2.27329e-06 2.8863e-06 4.81569e-35 4.60827e-06 3.64019e-06 4.8249e-06 2.19702e-06 5.11162e-06 5.9104e-06 2.4862e-06 2.88573e-06 7.29735e-06 1.74207e-06 3.40231e-06 3.97962e-06 5.25522e-06 1.94511e-06 4.52225e-06 4.48878e-06 9.64317e-35 1.82303e-06 5.67444e-06 1.9844e-06 2.61044e-06 2.01811e-06 4.00839e-06 2.37044e-35 3.66201e-06 3.69599e-06 2.56386e-06 2.90542e-06 2.99186e-06 1.75574e-06 3.81667e-06 2.09274e-06 2.71575e-06 0 0 5.80387e-06 1.648e-06 1.27749e-35 0 0 0 2.55553e-06 0 2.25545e-06 4.59054e-06 5.87008e-06 0 3.04827e-06 0 1.28776e-06 1.08283e-34 0 2.07306e-06 5.47809e-06 0 3.29948e-06 5.8603e-06 9.85484e-06 0 4.3155e-06 2.26902e-06 5.19904e-06 0 4.79651e-06 4.32181e-06 0 5.50444e-06 2.09372e-06 2.14266e-06 3.87174e-06 2.98483e-06 Variance: 3.66153e-08 Variances/cluster: 3.0503e-08 2.57124e-08 2.70606e-08 3.27959e-08 2.67973e-31 3.80816e-08 3.03323e-08 4.72883e-08 2.38778e-08 2.50548e-08 3.93959e-07 2.56284e-08 2.25428e-08 4.53101e-08 2.02544e-08 4.36061e-08 3.90031e-08 1.75159e-06 2.02594e-08 3.34954e-08 3.90298e-08 6.86694e-32 1.73606e-08 3.33683e-08 1.77163e-08 2.10501e-08 1.80167e-08 4.131e-08 0 1.07697e-07 2.39976e-08 3.01604e-08 2.82055e-08 2.04904e-08 1.86764e-08 4.10259e-08 2.68275e-08 3.62068e-08 0 0 5.42371e-08 1.79109e-08 0 0 0 0 2.52993e-08 0 2.14786e-08 4.09735e-08 3.81052e-08 0 4.83808e-08 0 2.38446e-08 0 0 2.5911e-08 4.68073e-08 0 2.61835e-08 8.49228e-08 8.95767e-07 0 2.99661e-08 2.52091e-08 1.33264e-07 0 3.9958e-08 4.27865e-08 0 3.295e-08 1.61041e-07 2.1862e-08 4.11862e-08 3.73075e-08 -------------------------------------------------------------- Initialization seed trial #535 of 1000; initialization seed = 493576760 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 727774 Distortion: 0.000205373 Distortions/cluster: 2.86108e-06 3.07237e-06 2.58015e-06 2.28991e-06 1.94827e-06 3.38514e-06 2.15491e-06 2.51637e-06 1.00802e-06 2.69991e-06 2.5269e-06 3.52023e-06 3.01086e-06 3.27988e-06 6.76083e-06 3.25173e-06 4.52951e-06 3.11561e-06 1.63603e-06 1.69358e-06 2.28433e-06 3.06153e-06 1.99592e-06 9.64317e-35 2.00535e-06 2.65174e-06 1.70536e-06 2.29009e-06 3.47252e-06 4.14424e-06 8.85805e-06 2.37044e-35 1.75782e-06 1.86851e-06 7.17177e-06 2.59036e-06 2.72517e-06 7.89415e-06 2.60895e-06 3.46572e-06 1.08283e-34 2.3235e-06 1.70962e-06 2.83126e-06 1.82944e-06 2.76793e-06 3.36815e-06 2.42199e-06 1.41537e-06 0 3.04832e-06 0 3.03534e-06 0 5.28047e-06 1.80503e-06 5.64894e-06 3.40767e-06 0 3.20593e-06 1.78127e-06 4.84115e-06 4.81569e-35 1.45333e-06 0 6.17867e-06 1.27749e-35 5.42751e-06 4.81503e-06 3.16654e-06 5.89879e-06 0 2.06329e-06 0 0 5.25522e-06 Variance: 3.51425e-08 Variances/cluster: 4.02934e-08 2.4775e-08 1.51758e-07 3.69307e-08 2.40503e-08 2.19795e-08 1.94113e-08 2.30839e-08 2.51906e-07 4.02839e-08 2.93794e-08 4.2926e-08 3.71589e-08 4.37173e-08 4.02297e-08 3.45815e-08 4.66816e-08 3.38548e-08 2.0707e-08 1.90267e-08 2.53789e-07 3.55961e-08 2.29395e-08 6.86694e-32 2.08872e-08 1.86726e-08 3.41042e-08 1.92428e-08 2.5531e-08 4.10186e-08 8.85674e-07 0 5.02189e-08 2.17243e-08 3.1864e-08 2.44352e-08 2.59509e-08 9.07286e-08 2.63508e-08 3.80824e-08 0 3.31899e-08 2.01113e-08 1.79178e-08 2.65113e-08 3.74015e-08 2.24523e-08 2.20154e-08 1.79139e-08 0 2.22486e-08 0 3.19483e-08 0 4.47354e-08 3.00811e-08 3.32182e-08 2.09041e-08 0 2.78752e-08 2.54444e-08 1.72882e-07 2.67973e-31 2.34387e-08 0 4.86363e-08 0 1.42782e-07 4.07923e-08 3.16627e-08 3.4086e-08 0 3.12595e-08 0 0 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #536 of 1000; initialization seed = 493576761 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 498832 Distortion: 0.0358326 Distortions/cluster: 2.15857e-06 5.44815e-06 2.3217e-06 2.14956e-06 6.77402e-06 0 1.59414e-06 2.18744e-06 3.6556e-06 7.30627e-06 2.92687e-06 1.27749e-35 4.95062e-06 5.2913e-06 6.47442e-06 2.96658e-06 1.08283e-34 1.83805e-06 3.59318e-06 3.08742e-06 1.96804e-06 3.60716e-06 2.5504e-06 0.0356196 6.89136e-06 1.99914e-06 2.51641e-06 4.8249e-06 4.81569e-35 2.70125e-06 0 2.24864e-06 4.32314e-06 1.88435e-06 4.86154e-06 2.37044e-35 0 2.23214e-06 2.43237e-06 1.37267e-06 7.80748e-06 2.33791e-06 6.07103e-06 2.1071e-06 2.02668e-06 0 3.31907e-06 0 2.50251e-06 2.54235e-06 0 1.49427e-06 0 3.1486e-06 2.3192e-06 0 2.39852e-06 3.29606e-06 9.85484e-06 5.25522e-06 3.11109e-06 2.72132e-06 2.09372e-06 3.37107e-06 2.75531e-06 0 6.45786e-06 0 2.34638e-06 2.08834e-06 5.68636e-06 4.10929e-06 3.19881e-06 0 4.5436e-06 2.9497e-06 Variance: 6.13152e-06 Variances/cluster: 2.22513e-08 2.86651e-08 3.2243e-08 2.14937e-08 5.01629e-08 0 2.74828e-08 2.73406e-08 4.15373e-08 9.13194e-08 2.78725e-08 0 2.91117e-08 1.35629e-07 4.52611e-08 2.04574e-08 0 1.99768e-08 2.85149e-08 2.35656e-08 3.07478e-08 2.47044e-08 3.69601e-08 0.035575 4.62354e-08 2.3797e-08 1.82332e-08 4.72883e-08 2.67973e-31 3.25424e-08 0 4.32392e-08 4.0016e-08 3.08881e-08 4.1896e-08 0 0 4.95991e-08 3.74186e-08 3.0501e-08 3.48435e-08 1.93199e-08 4.24413e-08 1.98759e-08 9.21139e-08 0 3.04475e-08 0 2.01791e-08 2.19144e-08 0 2.53243e-08 0 3.66084e-08 2.63516e-08 0 1.96583e-08 3.78825e-08 8.95767e-07 1.75159e-06 2.85396e-08 2.64175e-08 1.61041e-07 3.12111e-08 2.07148e-08 0 4.0355e-07 0 2.25587e-08 2.94108e-08 4.11922e-08 4.61566e-08 1.99908e-08 0 2.98894e-08 4.99905e-08 -------------------------------------------------------------- Initialization seed trial #537 of 1000; initialization seed = 493576762 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 726055 Distortion: 0.000218265 Distortions/cluster: 2.36166e-06 4.12326e-06 3.18333e-06 2.5274e-06 0 2.82635e-06 2.37044e-35 5.01077e-06 2.16172e-06 5.69097e-06 2.48602e-06 8.21952e-06 0 2.63316e-06 3.83881e-06 0 0 2.26972e-06 6.6933e-06 2.55904e-06 9.85484e-06 2.58949e-06 0 3.96863e-06 1.68256e-06 8.55988e-06 2.96879e-06 0 4.81569e-35 1.08283e-34 3.84553e-06 4.65323e-06 2.64071e-06 2.52364e-06 6.02521e-06 0 2.43525e-06 3.62346e-06 6.65189e-06 0 9.22718e-06 3.08423e-06 4.56695e-06 0 0 1.90338e-06 3.16378e-06 3.00606e-06 0 1.87969e-06 1.89311e-06 5.2011e-06 4.22595e-06 0 2.8287e-06 0 0 9.64317e-35 5.25522e-06 1.27749e-35 4.83462e-06 2.12678e-06 3.91852e-06 5.84743e-06 2.7466e-06 1.6038e-06 0 2.34079e-06 5.5155e-06 2.83523e-06 1.00802e-06 1.39129e-05 0 1.76227e-06 2.08438e-06 2.88422e-06 Variance: 3.73485e-08 Variances/cluster: 2.03568e-08 2.45409e-08 2.4114e-08 2.60535e-08 0 3.32482e-08 0 3.05508e-08 3.04441e-08 4.24563e-08 2.05438e-08 4.94993e-08 0 2.92548e-08 4.79809e-08 0 0 2.52169e-08 3.27996e-08 3.93664e-08 8.95767e-07 3.64689e-08 0 2.30714e-08 2.71357e-08 9.61687e-08 2.41343e-08 0 2.67973e-31 0 3.12612e-08 5.96387e-08 2.58863e-08 3.7664e-08 4.33338e-08 0 1.93257e-08 2.41543e-08 3.4277e-08 0 4.41349e-08 2.77834e-08 1.69132e-07 0 0 2.88365e-08 1.95278e-08 2.03088e-08 0 3.54636e-08 3.44171e-08 4.29702e-08 5.48777e-08 0 2.82846e-08 0 0 6.86694e-32 1.75159e-06 0 2.92981e-08 2.10549e-08 2.37465e-08 4.26681e-08 2.69249e-08 3.56374e-08 0 2.25051e-08 1.37842e-07 2.64944e-08 2.51906e-07 4.27948e-08 0 2.55379e-08 3.36162e-08 2.62176e-07 -------------------------------------------------------------- Initialization seed trial #538 of 1000; initialization seed = 493576763 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498697 Distortion: 0.035831 Distortions/cluster: 1.45077e-06 2.08786e-06 1.92014e-06 1.08283e-34 6.52242e-06 4.01809e-06 2.80384e-06 5.31377e-06 4.39498e-06 2.7178e-06 4.05863e-06 1.85395e-06 8.29035e-06 2.13656e-06 3.91437e-06 2.7202e-06 4.28894e-06 3.44023e-06 5.25522e-06 3.12537e-06 4.56695e-06 5.2913e-06 1.50129e-06 4.81569e-35 3.74641e-06 2.11665e-06 5.42938e-06 2.09623e-06 0.0356196 5.72348e-06 1.43063e-06 1.90201e-06 6.07208e-06 2.25287e-06 1.81817e-06 1.35907e-06 1.27749e-35 2.76034e-06 9.85484e-06 1.45508e-06 3.8911e-06 2.37044e-35 5.58964e-06 2.072e-06 0 0 3.40615e-06 0 5.76781e-06 2.55585e-06 0 0 4.71152e-06 0 1.6751e-06 1.28667e-06 4.15402e-06 0 3.53141e-06 2.66399e-06 0 0 3.31238e-06 0 1.88276e-06 5.72456e-06 3.41556e-06 6.88565e-06 1.60378e-06 1.92433e-06 5.12803e-06 2.34805e-06 2.448e-06 0 1.63174e-06 4.19425e-06 Variance: 6.13125e-06 Variances/cluster: 2.04316e-08 2.48533e-08 2.99995e-08 0 4.79436e-08 4.2743e-08 3.54888e-08 3.3409e-08 3.85404e-08 2.51626e-08 4.83013e-08 1.93097e-08 9.41992e-08 1.87395e-08 3.95359e-08 2.56598e-08 4.7639e-08 2.99123e-08 1.75159e-06 2.34966e-08 1.69132e-07 1.35629e-07 1.92456e-08 2.67973e-31 3.74608e-08 2.64558e-08 4.11183e-08 2.40918e-08 0.035575 3.02731e-08 1.78813e-08 2.1131e-08 4.85621e-08 1.4079e-07 2.08967e-08 2.34302e-08 0 2.04451e-08 8.95767e-07 1.53152e-08 4.05288e-08 0 3.99189e-07 2.58977e-08 0 0 2.25553e-08 0 3.00308e-08 2.50544e-08 0 0 4.20533e-08 0 2.06783e-08 1.71536e-08 3.0099e-08 0 3.67734e-08 2.53685e-08 0 0 3.63966e-08 0 1.69603e-08 5.40006e-08 2.29212e-08 5.06139e-08 1.9798e-08 1.79828e-08 3.44134e-08 1.84869e-08 2.60402e-08 0 3.02146e-08 2.97366e-08 -------------------------------------------------------------- Initialization seed trial #539 of 1000; initialization seed = 493576764 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 498622 Distortion: 0.0358454 Distortions/cluster: 0.0356196 2.38453e-06 2.12244e-06 1.88581e-06 2.26637e-06 4.36891e-06 2.78695e-06 2.37044e-35 3.78707e-06 2.45348e-05 4.58073e-06 2.49255e-06 5.03438e-06 2.23132e-06 3.40198e-06 6.13255e-06 2.95204e-06 1.4651e-06 5.41476e-06 1.08283e-34 2.5878e-06 2.57321e-06 2.49451e-06 6.0731e-06 6.15519e-06 2.60895e-06 2.79669e-06 1.88245e-06 2.1599e-06 1.34761e-06 1.27749e-35 0 3.75407e-06 1.92421e-06 2.54177e-06 3.00511e-06 2.90619e-06 5.42345e-06 3.551e-06 2.60672e-06 4.81569e-35 3.27465e-06 1.82004e-06 3.42815e-06 2.61498e-06 0 3.49479e-06 5.83532e-06 3.12817e-06 2.07949e-06 2.1661e-06 0 0 0 3.81743e-06 1.91251e-06 3.62854e-06 0 1.18077e-06 2.75265e-06 4.28492e-06 2.27146e-06 3.25349e-06 2.52366e-06 0 3.43764e-06 0 3.32359e-06 1.59192e-05 2.66465e-06 0 1.64561e-06 4.75284e-06 1.45815e-06 2.2214e-06 2.76015e-06 Variance: 6.13372e-06 Variances/cluster: 0.035575 2.64924e-08 1.96505e-08 3.69734e-08 2.49031e-08 4.15951e-08 2.17711e-08 0 2.74335e-08 2.72576e-06 4.20112e-08 2.0429e-08 7.51328e-08 2.25363e-08 4.00198e-08 4.44245e-08 3.01203e-08 4.72571e-08 4.13205e-08 0 3.92057e-08 3.67578e-08 2.3531e-08 4.21608e-08 3.20477e-08 1.04322e-07 1.85195e-08 3.55156e-08 1.89448e-08 2.86695e-08 0 0 1.10403e-07 1.48005e-07 2.46753e-08 3.16302e-08 3.41874e-08 3.47544e-08 2.16499e-08 2.60642e-08 2.67973e-31 4.88607e-08 2.79983e-08 3.39391e-08 2.46667e-08 0 3.14818e-08 3.07022e-08 2.28314e-08 3.85058e-08 2.32894e-08 0 0 0 4.19358e-08 2.73191e-08 2.17253e-08 0 4.07127e-08 1.14655e-07 3.79084e-08 2.641e-08 2.21306e-08 3.04029e-08 0 2.09594e-08 0 2.39079e-08 7.5794e-07 3.60057e-08 0 2.99176e-08 3.89454e-08 3.39079e-08 2.58277e-08 2.8749e-08 -------------------------------------------------------------- Initialization seed trial #540 of 1000; initialization seed = 493576765 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 722923 Distortion: 0.000230076 Distortions/cluster: 6.21726e-06 2.26114e-06 1.08283e-34 1.27749e-35 2.69934e-06 1.95557e-06 3.26957e-06 2.39471e-06 2.0728e-06 1.37416e-06 2.1802e-06 1.99411e-06 1.29313e-06 5.5974e-06 1.59192e-05 2.5155e-06 1.86726e-06 4.81569e-35 3.92078e-06 1.91149e-06 4.5331e-06 1.59618e-06 2.75265e-06 3.41005e-06 2.08103e-06 4.80813e-06 2.18738e-06 3.39968e-06 3.06134e-06 2.37044e-35 7.26731e-06 1.6081e-06 3.59093e-06 7.0657e-06 2.3525e-06 9.64317e-35 2.77058e-06 2.85499e-06 2.57227e-06 4.27414e-06 0 2.36776e-06 3.83056e-06 8.19604e-06 3.06525e-06 0 2.69747e-06 3.4404e-06 0 2.45348e-05 2.46151e-06 4.33208e-06 2.60852e-06 3.67742e-06 2.74967e-06 3.20221e-06 0 4.54011e-06 2.30665e-06 2.24754e-06 2.61716e-06 0 2.06511e-06 0 0 0 4.06936e-06 4.6659e-06 3.6108e-06 0 3.85588e-06 1.95484e-06 0 6.46018e-06 0 2.88908e-06 Variance: 3.93696e-08 Variances/cluster: 4.28637e-08 2.15322e-08 0 0 3.64748e-08 2.87558e-08 2.19415e-08 2.54734e-08 1.9553e-08 2.98703e-08 2.98632e-08 2.76929e-08 2.43966e-08 4.30427e-08 7.5794e-07 1.99626e-08 2.96362e-08 2.67973e-31 3.06284e-08 1.99096e-08 3.14695e-08 2.21672e-08 1.14655e-07 1.91559e-08 2.21366e-08 3.04286e-08 2.99617e-08 5.31153e-08 2.12571e-08 0 3.4595e-08 2.23328e-08 3.86091e-08 4.67777e-08 5.00486e-08 6.86694e-32 5.89427e-08 1.0977e-07 3.7277e-08 1.64378e-07 0 2.32107e-08 2.39389e-08 4.40507e-08 2.27036e-08 0 2.49736e-08 3.86528e-08 0 2.72576e-06 2.05108e-08 2.9662e-08 2.80462e-08 4.17853e-08 3.02136e-08 2.17812e-08 0 4.24169e-08 2.68189e-08 3.56725e-08 2.84449e-08 0 3.49987e-08 0 0 0 9.68806e-08 3.85497e-08 4.87799e-08 0 2.92015e-08 2.41317e-08 0 4.27687e-08 0 2.20514e-08 -------------------------------------------------------------- Initialization seed trial #541 of 1000; initialization seed = 493576766 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 594882 Distortion: 0.0041242 Distortions/cluster: 0 3.99051e-06 3.76617e-06 2.06008e-06 1.44282e-06 2.45441e-06 2.57686e-06 3.46055e-06 3.06761e-06 0.00391362 3.66201e-06 1.01015e-05 1.04212e-05 2.32209e-06 2.37044e-35 3.2576e-06 1.99972e-06 5.24573e-06 1.11844e-05 3.33616e-06 9.64317e-35 4.81569e-35 1.67527e-06 1.81843e-06 1.58067e-06 9.85484e-06 3.26061e-06 2.09487e-06 2.28481e-06 0 4.0928e-06 2.90153e-06 2.20398e-06 5.25522e-06 2.34663e-06 4.35305e-06 2.41332e-06 2.37824e-06 0 2.70388e-06 3.75392e-06 4.23422e-06 2.55576e-06 2.13461e-06 2.16853e-06 3.32392e-06 2.06066e-06 5.2913e-06 0 4.87985e-06 2.4275e-06 4.18813e-06 1.8106e-06 5.9104e-06 3.21447e-06 2.7105e-06 2.3994e-06 2.36136e-06 1.83034e-06 4.94171e-06 0 2.34027e-06 3.93429e-06 0 0 0 1.84724e-06 2.39736e-06 2.23298e-06 0 1.7356e-06 0 1.87756e-06 2.22308e-06 0 4.22231e-06 Variance: 7.05715e-07 Variances/cluster: 0 3.9497e-08 3.65615e-08 1.7024e-08 2.53103e-08 2.61084e-08 2.99608e-08 2.17625e-08 3.37073e-08 0.00391989 1.07697e-07 4.65353e-08 3.26578e-08 2.2989e-08 0 2.50563e-08 2.46855e-08 7.82868e-08 4.09552e-08 3.70662e-08 6.86694e-32 2.67973e-31 2.61736e-08 2.52538e-08 3.03948e-08 8.95767e-07 4.12608e-08 2.0739e-08 3.21779e-08 0 4.17596e-08 2.7897e-08 2.1396e-08 1.75159e-06 2.86148e-08 4.35161e-08 2.68123e-08 1.98169e-08 0 3.65357e-08 3.35144e-08 6.04706e-08 2.48103e-08 2.07226e-08 2.14687e-08 2.1169e-08 1.98118e-08 1.35629e-07 0 4.09948e-08 2.05702e-08 4.06485e-08 2.12994e-08 3.93959e-07 2.3123e-08 1.92217e-08 2.5254e-08 3.27937e-08 4.94642e-08 3.98394e-08 0 2.34004e-08 4.05464e-08 0 0 0 2.00769e-08 5.10036e-08 1.59484e-07 0 1.77086e-08 0 1.91571e-08 1.30756e-07 0 4.01993e-08 -------------------------------------------------------------- Initialization seed trial #542 of 1000; initialization seed = 493576767 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 727272 Distortion: 0.000208028 Distortions/cluster: 1.71529e-06 1.08283e-34 2.23031e-06 3.38137e-06 2.5409e-06 2.11526e-06 5.22499e-06 2.32618e-06 3.48203e-06 3.05813e-06 1.97126e-06 4.13569e-06 2.12762e-06 3.58387e-06 2.89332e-06 0 9.64317e-35 4.37333e-06 2.45778e-06 2.18024e-06 1.27749e-35 1.85895e-06 2.47632e-06 9.85484e-06 2.18721e-06 5.09522e-06 5.97935e-06 5.26185e-06 2.50895e-06 3.04825e-06 1.86897e-06 3.56686e-06 3.85311e-06 2.01259e-06 3.73674e-06 3.19087e-06 3.20396e-06 2.85571e-06 2.83649e-06 2.49546e-06 2.4608e-06 8.00262e-06 3.39217e-06 2.37044e-35 0 2.19788e-06 0 3.26906e-06 3.23218e-06 2.44869e-06 5.55575e-06 1.50806e-06 3.16485e-06 2.85499e-06 2.13778e-06 2.89345e-06 0 2.48436e-06 0 2.78852e-06 6.45786e-06 2.60704e-06 5.71265e-06 0 4.09338e-06 3.03455e-06 0 5.25522e-06 0 4.81569e-35 2.24214e-06 1.682e-06 0 4.27414e-06 3.32718e-06 3.26181e-06 Variance: 3.55969e-08 Variances/cluster: 3.23532e-08 0 2.34748e-08 2.91472e-08 3.68223e-08 3.20465e-08 2.90252e-08 2.17375e-08 2.63765e-08 2.16869e-08 2.85663e-08 4.59378e-08 2.76289e-08 2.9863e-08 4.59216e-08 0 6.86694e-32 2.82058e-08 3.32103e-08 2.11655e-08 0 3.50723e-08 2.13451e-08 8.95767e-07 3.41639e-08 3.18348e-08 2.75522e-08 4.27651e-08 3.74438e-08 2.8479e-08 3.22209e-08 3.87575e-08 2.91877e-08 2.71949e-08 2.36482e-08 3.93805e-08 4.1064e-08 3.66088e-08 2.42407e-08 1.90471e-08 1.11816e-07 9.09302e-08 2.82652e-08 0 0 3.32987e-08 0 2.35164e-08 3.47441e-08 3.60069e-08 3.91124e-08 2.2506e-08 3.63656e-08 1.0977e-07 2.25002e-08 2.26031e-08 0 2.95732e-08 0 2.58165e-08 4.0355e-07 3.47574e-08 3.03764e-08 0 3.97288e-08 2.23109e-08 0 1.75159e-06 0 2.67973e-31 3.93323e-08 4.94664e-08 0 1.64378e-07 4.21027e-08 1.86373e-08 -------------------------------------------------------------- Initialization seed trial #543 of 1000; initialization seed = 493576768 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 690647 Distortion: 0.000478051 Distortions/cluster: 2.60118e-06 9.85484e-06 3.60745e-06 3.72212e-06 5.02641e-06 4.04669e-06 2.60926e-06 3.10621e-06 4.25297e-06 5.25522e-06 2.62829e-06 2.37044e-35 2.92158e-06 2.75265e-06 1.29629e-06 3.20491e-06 4.58075e-06 3.64071e-06 2.47963e-06 4.18425e-06 4.27414e-06 2.32002e-06 5.22324e-06 6.45786e-06 5.00284e-06 1.63136e-06 3.62301e-06 7.80519e-06 0 1.92004e-06 9.64317e-35 0 4.91303e-06 5.18967e-06 2.97066e-06 0 0 0 1.81633e-06 2.49848e-06 2.38408e-06 0.000271944 1.5701e-06 4.58348e-06 3.08888e-06 0 2.93986e-06 1.27749e-35 2.75753e-06 0 2.53178e-06 1.95978e-06 0 2.23973e-06 1.08283e-34 0 4.49533e-06 5.07359e-06 5.51273e-06 0 4.53595e-06 0 6.43991e-06 3.68208e-06 2.36832e-06 3.51602e-06 2.06603e-06 1.92159e-06 0 3.47634e-06 0 2.43025e-06 0 3.78892e-06 2.85499e-06 2.47215e-06 Variance: 8.1802e-08 Variances/cluster: 2.79672e-08 8.95767e-07 4.09907e-08 4.83247e-08 4.36936e-08 4.08721e-08 2.63538e-08 3.93166e-08 4.25162e-08 1.75159e-06 3.16636e-08 0 4.1723e-08 1.14655e-07 1.93458e-08 3.9081e-08 3.88083e-08 2.41086e-08 3.59335e-08 2.50472e-08 1.64378e-07 2.52146e-08 3.75652e-08 4.0355e-07 3.42549e-08 2.01379e-08 3.89536e-08 4.4843e-08 0 2.10974e-08 6.86694e-32 0 3.72079e-08 2.86697e-08 2.39548e-08 0 0 0 1.9741e-08 2.71548e-08 2.22785e-08 3.27612e-06 2.75426e-08 2.60402e-08 3.02805e-08 0 3.67454e-08 0 2.07315e-08 0 2.58323e-08 2.76e-08 0 1.93058e-08 0 0 2.64408e-08 4.19167e-08 2.82679e-08 0 3.06382e-08 0 5.45707e-08 2.70712e-08 3.64236e-08 2.85761e-08 4.13167e-08 1.71555e-08 0 3.13157e-08 0 2.40597e-08 0 2.44423e-08 1.0977e-07 1.91617e-08 -------------------------------------------------------------- Initialization seed trial #544 of 1000; initialization seed = 493576769 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498201 Distortion: 0.0358464 Distortions/cluster: 3.30351e-06 4.2484e-06 1.08283e-34 3.85035e-06 1.74214e-06 3.42536e-06 3.55599e-06 2.33448e-06 8.43383e-06 2.15678e-06 4.99198e-06 1.27749e-35 3.16567e-06 1.75541e-06 2.24796e-06 3.25772e-06 1.90402e-06 2.7952e-06 2.92261e-06 2.30017e-06 2.52542e-06 2.37328e-06 3.82747e-06 1.616e-06 2.45348e-05 2.23656e-06 2.04335e-06 2.61723e-06 2.20249e-06 2.15673e-06 3.35339e-06 5.20552e-06 4.81569e-35 3.54669e-06 5.34499e-06 1.5709e-06 1.82135e-06 5.60008e-06 1.59192e-05 4.49481e-06 1.99524e-06 2.49089e-06 2.17726e-06 2.37044e-35 2.05523e-06 5.84115e-06 3.04094e-06 2.4888e-06 2.67081e-06 3.46434e-06 0 0 0.0356196 0 2.64009e-06 4.50844e-06 1.67002e-06 2.637e-06 4.56695e-06 3.14647e-06 3.7164e-06 2.6012e-06 2.49115e-06 0 1.85529e-06 0 2.22542e-06 1.62364e-06 2.72882e-06 0 4.52497e-06 1.9631e-06 2.61943e-06 1.42026e-06 2.30719e-06 0 Variance: 6.13388e-06 Variances/cluster: 3.2705e-08 3.26771e-08 0 3.84909e-08 2.67998e-08 3.53019e-08 4.50084e-08 3.76495e-08 9.58293e-08 1.72527e-08 3.06156e-08 0 4.79502e-08 2.40445e-08 2.61364e-08 3.97248e-08 2.0471e-08 2.54087e-08 1.988e-08 2.19044e-08 3.65975e-08 3.34236e-08 3.16216e-08 2.99235e-08 2.72576e-06 2.30547e-08 2.27019e-08 2.87584e-08 1.86635e-08 1.81217e-08 3.60462e-08 4.3008e-08 2.67973e-31 3.58135e-08 2.98504e-08 3.41479e-08 3.79418e-08 4.37366e-08 7.5794e-07 3.97643e-08 2.93389e-08 2.0086e-08 2.07339e-08 0 2.11859e-08 3.15633e-08 3.30507e-08 2.73472e-08 2.49586e-08 4.38379e-08 0 0 0.035575 0 2.86941e-08 4.13482e-08 4.91141e-08 2.10941e-08 1.69132e-07 3.1462e-08 7.00972e-08 3.71576e-08 1.96131e-08 0 2.31884e-08 0 2.5577e-08 2.70575e-08 2.70156e-08 0 1.25652e-07 2.25617e-08 1.96932e-08 2.84027e-08 3.20415e-08 0 -------------------------------------------------------------- Initialization seed trial #545 of 1000; initialization seed = 493576770 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 726811 Distortion: 0.000209742 Distortions/cluster: 3.5228e-06 4.69336e-06 9.85484e-06 2.14344e-06 1.98779e-06 2.39429e-06 5.2422e-06 2.49181e-06 2.37044e-35 1.83684e-06 0 0 9.64317e-35 4.81569e-35 2.27389e-06 0 1.76334e-06 3.66256e-06 2.4438e-06 2.69499e-06 4.72575e-06 1.27749e-35 4.50173e-06 4.79969e-06 0 1.08283e-34 3.49977e-06 2.20213e-06 8.29035e-06 2.59047e-06 2.59745e-06 3.1388e-06 2.66703e-06 4.63803e-06 3.06688e-06 3.13174e-06 2.55391e-06 2.8839e-06 0 3.1654e-06 2.77604e-06 2.90574e-06 5.25522e-06 3.12726e-06 5.19628e-06 2.55807e-06 2.92647e-06 4.23182e-06 0 2.00785e-06 3.01698e-06 2.49772e-06 0 2.91852e-06 4.26054e-06 1.99875e-06 1.78248e-06 2.75445e-06 5.91217e-06 2.30976e-06 3.66419e-06 3.1363e-06 3.61896e-06 2.62094e-06 2.54869e-06 1.95795e-06 2.5525e-06 6.45786e-06 1.6314e-06 0 3.34485e-06 4.91095e-06 4.56695e-06 2.1083e-06 2.72669e-06 0 Variance: 3.58901e-08 Variances/cluster: 3.29126e-08 2.87911e-08 8.95767e-07 4.55914e-08 5.09535e-08 3.51985e-08 2.56948e-08 3.32132e-08 0 2.18649e-08 0 0 6.86694e-32 2.67973e-31 2.39335e-08 0 2.07434e-08 2.40935e-08 5.42886e-08 3.16953e-08 3.6349e-08 0 4.41318e-08 3.77896e-08 0 0 5.14626e-08 3.10058e-08 9.41992e-08 1.85017e-08 3.28685e-08 4.12874e-08 2.06722e-08 3.65169e-08 2.51362e-08 2.77114e-08 3.23251e-08 3.27613e-08 0 3.7237e-08 2.95225e-08 2.64134e-08 1.75159e-06 5.29867e-08 2.54698e-08 3.04505e-08 2.47923e-08 2.37722e-08 0 2.00762e-08 3.11001e-08 2.83739e-08 0 2.31601e-08 2.7485e-08 3.22349e-08 2.82907e-08 3.62309e-08 5.42353e-08 3.7242e-08 2.67435e-08 3.07379e-08 4.15937e-08 2.29832e-08 2.45038e-08 3.26217e-08 1.77242e-08 4.0355e-07 1.85365e-08 0 3.8435e-08 1.32684e-07 1.69132e-07 3.51266e-08 2.3303e-08 0 -------------------------------------------------------------- Initialization seed trial #546 of 1000; initialization seed = 493576771 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 494654 Distortion: 0.0397432 Distortions/cluster: 1.71267e-06 4.28624e-06 5.25522e-06 0.0356196 2.55616e-06 2.67415e-06 3.19225e-06 0.00391362 3.60669e-06 4.02451e-06 4.88075e-06 2.60895e-06 2.37044e-35 4.11276e-06 2.95825e-06 4.68903e-06 2.85826e-06 4.11981e-06 4.81569e-35 2.79358e-06 2.6353e-06 3.37263e-06 2.79597e-06 4.89025e-06 0 1.48005e-06 3.76727e-06 2.91305e-06 2.31783e-06 5.26435e-06 0 3.3979e-06 9.85484e-06 4.31202e-06 3.86571e-06 2.1933e-06 3.6058e-06 2.23223e-06 3.60075e-06 3.50514e-06 0 2.01716e-06 0 0 3.68049e-06 5.45676e-06 4.12765e-06 3.11437e-06 4.83729e-06 3.68896e-06 5.02946e-06 6.45786e-06 0 0 0 0 4.19796e-06 2.54598e-06 0 2.62513e-06 3.0301e-06 0 2.99355e-06 0 0 5.19066e-06 4.34397e-06 4.71884e-06 2.80635e-06 3.93379e-06 3.09449e-06 0 0 2.80339e-06 3.83159e-06 3.16723e-06 Variance: 6.80068e-06 Variances/cluster: 3.00438e-08 4.32915e-08 1.75159e-06 0.035575 1.111e-07 3.30114e-08 4.83528e-08 0.00391989 3.71703e-08 2.27354e-08 2.35764e-08 1.04322e-07 0 3.31645e-08 2.59465e-08 2.64894e-08 2.55118e-08 3.49104e-08 2.67973e-31 2.66024e-08 2.53372e-08 4.01469e-08 3.63085e-08 7.40876e-08 0 2.55157e-08 2.20289e-08 3.83272e-08 5.03833e-08 4.24408e-08 0 3.29785e-08 8.95767e-07 4.0666e-08 3.27496e-08 2.88498e-08 3.13521e-08 1.48804e-07 1.09103e-07 3.04693e-08 0 3.9539e-08 0 0 3.87293e-08 2.62314e-08 2.62885e-08 2.16256e-08 3.26815e-08 4.05345e-08 2.89024e-08 4.0355e-07 0 0 0 0 2.95534e-08 2.8604e-08 0 3.9168e-08 2.36704e-08 0 2.64891e-08 0 0 2.28637e-08 2.26228e-08 3.99783e-08 3.33986e-08 3.7108e-08 3.55573e-08 0 0 2.2072e-08 2.90176e-08 4.06026e-08 -------------------------------------------------------------- Initialization seed trial #547 of 1000; initialization seed = 493576772 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498921 Distortion: 0.0358351 Distortions/cluster: 2.36148e-06 6.12159e-06 1.49839e-06 5.63883e-06 2.56929e-06 9.85484e-06 3.42303e-06 4.19734e-06 2.10094e-06 2.18606e-06 2.34151e-06 1.50179e-06 2.79388e-06 2.37044e-35 1.69114e-06 6.79838e-06 1.87043e-06 5.27988e-06 5.00338e-06 0 4.81569e-35 1.49668e-06 1.947e-06 5.18098e-06 6.45786e-06 3.62318e-06 4.02652e-06 2.24889e-06 7.89872e-06 1.78191e-06 2.47003e-06 0 2.65703e-06 0 0 2.53209e-06 0 2.90814e-06 0 0 0 5.27019e-06 3.41693e-06 2.88843e-06 3.57498e-06 3.53068e-06 0 4.56695e-06 5.25522e-06 3.15995e-06 2.38248e-06 2.70643e-06 8.55988e-06 4.52497e-06 1.74309e-06 2.55287e-06 5.99639e-06 0 3.06346e-06 0 1.07969e-06 2.96274e-06 6.68201e-06 3.99848e-06 0.0356196 1.93272e-06 0 1.53003e-06 2.99776e-06 1.27749e-35 4.54735e-06 2.41554e-06 2.66925e-06 3.2666e-06 5.82351e-06 1.08283e-34 Variance: 6.13195e-06 Variances/cluster: 4.0712e-08 4.24974e-08 3.05764e-08 4.27056e-08 2.07183e-08 8.95767e-07 2.97625e-08 3.17952e-08 3.13547e-08 2.20795e-08 3.34472e-08 1.5323e-08 3.13892e-08 0 2.81829e-08 3.16099e-08 2.07805e-08 4.32634e-08 4.16811e-08 0 2.67973e-31 3.05418e-08 2.78118e-08 4.17685e-08 4.0355e-07 2.74451e-08 4.02628e-08 2.47109e-08 4.02867e-08 2.34442e-08 2.18567e-08 0 3.20098e-08 0 0 2.14565e-08 0 2.40315e-08 0 0 0 2.5706e-08 3.28522e-08 2.15529e-08 2.23417e-08 4.25347e-08 0 1.69132e-07 1.75159e-06 5.35538e-08 2.14619e-08 3.42556e-08 9.61687e-08 1.25652e-07 2.02667e-08 2.0099e-08 4.54126e-08 0 2.28589e-08 0 2.03696e-08 3.52679e-08 3.27443e-08 5.40172e-08 0.035575 1.77298e-08 0 2.63772e-08 4.75792e-08 0 7.33199e-08 2.19575e-08 3.29508e-08 2.7448e-08 3.14681e-08 0 -------------------------------------------------------------- Initialization seed trial #548 of 1000; initialization seed = 493576773 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 594729 Distortion: 0.00412173 Distortions/cluster: 3.40411e-06 2.66799e-06 2.83113e-06 2.27692e-06 1.95447e-06 3.67722e-06 2.9117e-06 2.85499e-06 7.76697e-06 2.42965e-06 4.27414e-06 0.00391362 1.99069e-06 2.89676e-06 9.64317e-35 3.77117e-06 3.40627e-06 2.5454e-06 2.24526e-06 2.27405e-06 9.85484e-06 3.11883e-06 6.10899e-06 2.37044e-35 2.6255e-06 2.61598e-06 3.22321e-06 2.38972e-06 3.25782e-06 3.24723e-06 6.95433e-06 5.37704e-06 0 3.67723e-06 0 2.71848e-06 2.84381e-06 0 0 2.1138e-06 3.48026e-06 5.25522e-06 2.63692e-06 3.33065e-06 6.45786e-06 2.39168e-06 4.55694e-06 2.85007e-06 1.79994e-06 0 0 2.3916e-06 0 0 3.18548e-06 2.90025e-06 3.08716e-06 3.30817e-06 0 4.81569e-35 2.55616e-06 2.4192e-06 4.63061e-06 3.07193e-06 3.60676e-06 2.2925e-06 2.3775e-06 3.49742e-06 0 6.77878e-06 2.12785e-06 2.31783e-06 3.12146e-06 3.50886e-06 0 1.86616e-06 Variance: 7.05293e-07 Variances/cluster: 3.18115e-08 3.29283e-08 3.62937e-08 2.18915e-08 3.48981e-08 2.53579e-08 2.5539e-08 1.0977e-07 9.03049e-08 2.11256e-08 1.64378e-07 0.00391989 3.82697e-08 3.9142e-08 6.86694e-32 2.35677e-08 4.31137e-08 3.48573e-08 3.03388e-08 2.32026e-08 8.95767e-07 3.62623e-08 3.4309e-08 0 2.67884e-08 2.29449e-08 3.54083e-08 2.71536e-08 3.07315e-08 3.91104e-08 4.18797e-08 3.25775e-08 0 3.19731e-08 0 2.5643e-08 3.55359e-08 0 0 3.10825e-08 2.36724e-08 1.75159e-06 1.91065e-08 3.74107e-08 4.0355e-07 3.79517e-08 2.95879e-08 2.1754e-08 2.4321e-08 0 0 3.7357e-08 0 0 3.74732e-08 4.67642e-08 1.97877e-08 2.95348e-08 0 2.67973e-31 1.111e-07 2.51971e-08 3.58847e-08 1.98172e-08 3.75581e-08 2.08385e-08 1.9647e-08 3.84308e-08 0 3.0525e-08 3.4317e-08 5.03833e-08 2.08073e-08 4.03282e-08 0 2.74409e-08 -------------------------------------------------------------- Initialization seed trial #549 of 1000; initialization seed = 493576774 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 727711 Distortion: 0.000207446 Distortions/cluster: 2.26963e-06 2.85736e-06 3.28479e-06 2.50282e-06 8.00262e-06 2.62457e-06 2.56589e-06 5.57745e-06 2.88518e-06 2.85499e-06 5.11624e-06 2.31211e-06 4.27414e-06 1.90734e-06 2.49014e-06 2.24636e-06 2.38828e-06 2.05534e-06 5.41453e-06 3.73799e-06 1.71315e-06 4.3009e-06 2.96981e-06 2.55616e-06 4.38475e-06 2.37044e-35 2.8567e-06 3.50593e-06 5.15065e-06 3.58438e-06 2.37603e-06 2.5127e-06 2.80381e-06 0 1.56013e-06 2.88045e-06 1.98602e-06 0 1.27749e-35 3.54068e-06 2.22308e-06 5.57385e-06 4.38992e-06 2.03362e-06 0 0 1.76662e-06 2.65216e-06 1.08283e-34 2.86105e-06 5.25522e-06 3.10103e-06 1.90624e-06 9.64317e-35 0 5.58151e-06 0 3.0247e-06 4.81569e-35 5.9104e-06 0 0 9.85484e-06 5.50454e-06 4.81354e-06 3.64211e-06 4.17847e-06 3.95856e-06 2.80777e-06 1.46705e-06 3.45659e-06 0 0 2.83487e-06 2.59791e-06 0 Variance: 3.54972e-08 Variances/cluster: 1.77299e-08 2.64539e-08 2.28083e-08 3.42743e-08 9.09302e-08 3.49915e-08 3.24767e-08 2.76087e-08 2.4041e-08 1.0977e-07 2.97427e-08 2.65736e-08 1.64378e-07 2.09579e-08 3.55616e-08 1.98776e-08 3.79068e-08 2.56892e-08 4.47333e-08 3.93343e-08 2.284e-08 3.73879e-08 3.85661e-08 1.111e-07 4.25666e-08 0 3.70971e-08 4.22268e-08 2.42934e-08 2.71455e-08 3.71132e-08 1.84741e-08 2.26094e-08 0 2.43744e-08 2.34162e-08 5.09191e-08 0 0 3.50453e-08 1.30756e-07 2.58026e-08 3.20327e-08 4.06687e-08 0 0 3.21098e-08 2.20988e-08 0 3.44593e-08 1.75159e-06 4.84391e-08 2.09457e-08 6.86694e-32 0 2.63256e-08 0 3.15046e-08 2.67973e-31 3.93959e-07 0 0 8.95767e-07 2.82191e-08 4.18532e-08 3.53487e-08 2.48693e-08 3.06765e-08 1.93616e-08 3.05608e-08 3.14209e-08 0 0 3.18496e-08 3.55761e-08 0 -------------------------------------------------------------- Initialization seed trial #550 of 1000; initialization seed = 493576775 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 727421 Distortion: 0.000208766 Distortions/cluster: 3.49362e-06 5.39218e-06 2.35777e-06 2.44815e-06 4.44708e-06 4.2792e-06 3.48512e-06 1.65018e-06 3.76262e-06 2.97704e-06 1.67703e-06 2.37044e-35 5.46926e-06 0 0 3.87097e-06 4.09729e-06 2.1234e-06 6.06356e-06 2.57477e-06 5.04266e-06 2.35487e-06 0 1.28552e-06 3.57884e-06 3.21635e-06 2.27192e-06 1.27745e-06 7.42937e-06 6.45786e-06 2.0342e-06 4.61652e-06 4.81569e-35 5.66158e-06 2.23786e-06 0 2.6806e-06 1.68615e-06 5.25522e-06 4.00576e-06 4.87081e-06 4.17172e-06 1.79433e-06 2.81453e-06 3.26244e-06 1.75533e-06 0 0 1.50896e-06 9.64317e-35 1.97868e-06 2.85499e-06 1.73576e-06 3.91906e-06 1.78111e-06 1.94772e-06 1.08283e-34 4.19693e-06 3.69646e-06 2.0157e-06 4.07379e-06 0 9.85484e-06 4.26771e-06 2.29504e-06 2.04491e-06 0 0 1.33281e-06 2.4608e-06 0 2.55002e-06 1.27749e-35 5.03776e-06 3.77542e-06 5.50675e-06 Variance: 3.57232e-08 Variances/cluster: 2.18328e-08 2.80818e-08 2.84043e-08 3.26391e-08 3.67406e-08 2.41742e-08 2.07423e-08 4.85304e-08 2.41172e-08 4.02267e-08 3.81113e-08 0 3.00483e-08 0 0 3.02389e-08 3.90099e-08 3.42457e-08 4.32971e-08 2.29864e-08 2.62552e-08 2.8031e-08 0 2.62328e-08 2.25064e-08 3.97045e-08 2.87559e-08 2.50458e-08 8.84364e-08 4.0355e-07 2.71202e-08 5.01642e-08 2.67973e-31 4.28767e-08 2.1516e-08 0 2.39318e-08 9.36674e-08 1.75159e-06 2.96626e-08 2.76726e-08 3.28375e-08 3.51805e-08 4.85221e-08 2.29722e-08 1.84756e-08 0 0 3.77217e-08 6.86694e-32 2.63801e-08 1.0977e-07 3.09931e-08 3.32094e-08 1.48415e-07 2.52925e-08 0 4.19555e-08 3.55311e-08 2.65201e-08 2.42466e-08 0 8.95767e-07 4.14207e-08 4.1714e-08 2.55584e-08 0 0 2.96161e-08 1.11816e-07 0 3.22758e-08 0 4.12808e-08 2.01877e-08 3.25738e-08 -------------------------------------------------------------- Initialization seed trial #551 of 1000; initialization seed = 493576776 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498772 Distortion: 0.0358461 Distortions/cluster: 4.81569e-35 2.40277e-06 1.80865e-06 1.78111e-06 2.81579e-06 1.59192e-05 1.78652e-06 1.58328e-06 3.26781e-06 2.37044e-35 2.34661e-06 2.55616e-06 3.75407e-06 5.01404e-06 1.04407e-06 2.75269e-06 3.80378e-06 3.41972e-06 4.53822e-06 2.33347e-06 5.83027e-06 2.60895e-06 4.43373e-06 4.49566e-06 4.53767e-06 0 3.51366e-06 3.33855e-06 2.49328e-06 0 5.45485e-06 5.08441e-06 3.52083e-06 2.83356e-06 0 3.34963e-06 2.87073e-06 5.60842e-06 0 2.14879e-06 2.88327e-06 0.0356196 5.25968e-06 1.27749e-35 2.91485e-06 4.63918e-06 4.86125e-06 2.50938e-06 0 1.9216e-06 1.63671e-06 3.08824e-06 2.52703e-06 2.10518e-06 0 1.85071e-06 3.26917e-06 0 2.99942e-06 2.47871e-06 0 2.17849e-06 4.2977e-06 0 1.08283e-34 2.60087e-06 4.11253e-06 0 3.36924e-06 3.15427e-06 5.03438e-06 0 3.18165e-06 1.57718e-06 2.49144e-06 2.45348e-05 Variance: 6.13383e-06 Variances/cluster: 2.67973e-31 3.16127e-08 2.34862e-08 1.48415e-07 2.55957e-08 7.5794e-07 1.96298e-08 3.76858e-08 3.67141e-08 0 1.97171e-08 1.111e-07 1.10403e-07 2.84863e-08 1.96975e-08 3.52881e-08 3.65638e-08 2.89781e-08 3.6587e-08 2.22216e-08 4.38226e-08 1.04322e-07 3.88796e-08 4.16127e-08 2.83579e-08 0 4.03834e-08 1.91854e-08 3.369e-08 0 2.72653e-08 3.97091e-08 4.00069e-08 2.21352e-08 0 2.27846e-08 3.9312e-08 3.13292e-08 0 2.8271e-08 2.74574e-08 0.035575 3.43659e-08 0 3.42812e-08 2.65073e-08 3.21832e-08 2.24032e-08 0 2.06604e-08 1.92532e-08 4.90153e-08 2.33963e-08 4.67676e-08 0 5.00148e-08 2.3517e-08 0 2.23818e-08 2.75387e-08 0 3.15696e-08 4.21203e-08 0 0 3.61204e-08 3.0911e-08 0 3.20851e-08 4.14999e-08 7.51328e-08 0 2.76633e-08 1.81263e-08 2.54199e-08 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #552 of 1000; initialization seed = 493576777 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 726233 Distortion: 0.000215648 Distortions/cluster: 5.5777e-06 3.754e-06 9.36644e-06 2.66451e-06 5.30078e-06 2.61386e-06 1.78111e-06 2.05229e-06 2.35095e-06 2.05162e-06 3.19227e-06 4.98757e-06 4.81569e-35 5.53704e-06 2.02748e-06 3.28683e-06 2.05491e-06 5.24573e-06 2.89755e-06 0 3.07149e-06 1.27749e-35 2.62297e-06 6.74732e-06 6.45786e-06 5.40194e-06 1.72162e-06 5.25522e-06 2.37044e-35 4.09498e-06 0 3.66201e-06 2.50236e-06 9.85484e-06 4.72174e-06 0 2.25596e-06 0 2.71301e-06 0 1.08283e-34 3.03183e-06 2.58672e-06 2.76595e-06 2.63185e-06 0 0 1.94612e-06 0 3.34463e-06 2.00632e-06 5.89493e-06 3.2938e-06 2.833e-06 6.46682e-06 2.24599e-06 1.8911e-06 2.40665e-06 3.33314e-06 2.03784e-06 4.54439e-06 1.82935e-06 3.1611e-06 5.54074e-06 0 0 3.68748e-06 0 9.64317e-35 1.92883e-06 0 9.70881e-06 1.78459e-06 0 4.71104e-06 2.20924e-06 Variance: 3.69008e-08 Variances/cluster: 4.57042e-08 3.26406e-08 3.19569e-08 2.42207e-08 2.99453e-08 2.27272e-08 1.48415e-07 3.47819e-08 2.86677e-08 2.97313e-08 2.20137e-08 4.88826e-08 2.67973e-31 4.04035e-08 2.73958e-08 2.33087e-08 2.16287e-08 7.82868e-08 3.76276e-08 0 3.98762e-08 0 1.8601e-08 5.14908e-08 4.0355e-07 4.03e-08 2.4592e-08 1.75159e-06 0 2.35323e-08 0 1.07697e-07 2.50206e-08 8.95767e-07 2.79368e-08 0 3.22252e-08 0 2.63377e-08 0 0 3.65161e-08 2.08585e-08 2.17766e-08 3.50882e-08 0 0 3.6036e-08 0 3.88887e-08 2.5076e-08 2.78038e-08 4.16901e-08 2.17904e-08 3.31524e-08 3.1631e-08 2.78079e-08 1.98879e-08 2.50585e-08 5.2248e-08 4.16779e-08 2.9503e-08 4.8628e-08 1.38473e-07 0 0 2.07137e-08 0 6.86694e-32 2.64193e-08 0 4.57811e-08 3.64171e-08 0 4.20492e-08 4.09081e-08 -------------------------------------------------------------- Initialization seed trial #553 of 1000; initialization seed = 493576778 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498442 Distortion: 0.0358463 Distortions/cluster: 1.33602e-06 2.68799e-06 4.60409e-06 5.17403e-06 1.41354e-06 1.49215e-06 2.08721e-06 3.20303e-06 5.23061e-06 3.08663e-06 2.24188e-06 4.61682e-06 2.93535e-06 1.27749e-35 3.88633e-06 5.43507e-06 9.81126e-07 4.69525e-06 2.76564e-06 0.0356196 3.58739e-06 5.39276e-06 2.40797e-06 3.23326e-06 1.59192e-05 6.92122e-06 4.86876e-06 2.85499e-06 3.09065e-06 1.58731e-06 4.70424e-06 2.67302e-06 1.95123e-06 6.55774e-06 2.72665e-06 1.74678e-06 1.08283e-34 3.15623e-06 2.6279e-06 2.07532e-06 1.58764e-06 2.47052e-06 2.27788e-06 2.02668e-06 2.37044e-35 4.81569e-35 2.45348e-05 2.96648e-06 2.89728e-06 0 2.25823e-06 0 3.32599e-06 3.23386e-06 1.42468e-06 1.78111e-06 0 2.22239e-06 3.56918e-06 0 2.89519e-06 2.65646e-06 2.63699e-06 1.255e-06 0 5.45088e-06 3.21691e-06 2.74329e-06 0 0 1.72109e-06 0 3.15769e-06 1.86884e-06 4.01981e-06 2.55616e-06 Variance: 6.13386e-06 Variances/cluster: 1.93609e-08 2.203e-08 4.10944e-08 2.82709e-08 1.85971e-08 2.57237e-08 2.7827e-08 4.44828e-08 3.04079e-08 3.63012e-08 2.38474e-08 2.49475e-08 3.45307e-08 0 2.42875e-08 4.02468e-08 1.96207e-08 3.17217e-08 2.514e-08 0.035575 2.94023e-08 3.64342e-08 3.59367e-08 4.82431e-08 7.5794e-07 8.7602e-08 3.95716e-08 1.0977e-07 4.1195e-08 2.00907e-08 3.95185e-08 3.38327e-08 3.48407e-08 3.81143e-08 2.67295e-08 1.76426e-08 0 5.44131e-08 2.85615e-08 2.07514e-08 1.60354e-08 1.92986e-08 2.64839e-08 9.21139e-08 0 2.67973e-31 2.72576e-06 3.33284e-08 3.18355e-08 0 2.45438e-08 0 3.73586e-08 2.96659e-08 1.71628e-08 1.48415e-07 0 2.84894e-08 3.79676e-08 0 4.31979e-08 3.79369e-08 2.4642e-08 1.81866e-08 0 3.28259e-08 3.57319e-08 2.26698e-08 0 0 2.49412e-08 0 2.74559e-08 3.22185e-08 2.87036e-08 1.111e-07 -------------------------------------------------------------- Initialization seed trial #554 of 1000; initialization seed = 493576779 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 723516 Distortion: 0.000227435 Distortions/cluster: 1.52771e-06 2.42434e-06 2.4427e-06 5.62255e-06 1.92748e-06 2.87571e-06 2.4234e-06 5.6891e-06 0 2.73864e-06 2.94354e-06 3.64905e-06 1.47787e-06 3.09412e-06 2.66849e-06 9.64317e-35 3.47963e-06 4.07499e-06 4.81569e-35 2.45348e-05 2.0354e-06 1.59192e-05 2.37044e-35 3.80263e-06 0 5.80639e-06 1.27749e-35 8.00262e-06 2.1731e-06 3.09612e-06 3.05988e-06 4.30075e-06 2.67227e-06 2.96073e-06 0 4.20204e-06 0 1.6036e-06 2.5301e-06 5.38941e-06 5.37356e-06 0 3.18771e-06 2.89205e-06 0 3.1437e-06 2.85499e-06 2.99603e-06 1.87251e-06 1.08283e-34 3.83298e-06 3.68206e-06 2.85598e-06 0 1.91081e-06 3.67238e-06 3.38033e-06 4.02104e-06 2.4608e-06 1.74583e-06 2.90997e-06 2.14697e-06 0 2.62569e-06 2.30288e-06 1.93698e-06 0 4.62447e-06 3.4291e-06 4.27414e-06 4.7347e-06 0 2.93067e-06 2.32853e-06 0 2.15975e-06 Variance: 3.89177e-08 Variances/cluster: 4.77368e-08 3.4143e-08 4.0709e-08 2.97463e-08 3.10857e-08 2.01081e-08 3.56351e-08 2.82948e-08 0 3.11181e-08 2.29936e-08 3.61175e-08 3.51843e-08 2.11901e-08 3.37754e-08 6.86694e-32 3.95285e-08 2.79084e-08 2.67973e-31 2.72576e-06 2.39437e-08 7.5794e-07 0 2.40652e-08 0 2.84602e-08 0 9.09302e-08 2.26345e-08 3.43982e-08 2.73171e-08 4.43229e-08 3.81637e-08 3.02016e-08 0 2.14371e-08 0 3.48578e-08 3.12332e-08 3.38927e-08 2.91945e-08 0 3.62131e-08 3.70747e-08 0 4.76174e-08 1.0977e-07 5.5477e-08 2.92553e-08 0 2.83899e-08 2.85337e-08 3.75663e-08 0 2.0544e-08 2.68028e-08 3.67306e-08 2.49729e-08 1.11816e-07 1.81836e-08 3.8787e-08 2.16846e-08 0 2.01959e-08 2.5585e-08 3.79676e-08 0 2.44659e-08 3.72607e-08 1.64378e-07 4.15188e-08 0 2.93042e-08 3.23306e-08 0 3.54034e-08 -------------------------------------------------------------- Initialization seed trial #555 of 1000; initialization seed = 493576780 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 69 BIC score: 726374 Distortion: 0.000214029 Distortions/cluster: 1.9636e-06 1.52851e-06 3.19449e-06 9.64317e-35 5.68088e-06 5.59617e-06 4.96009e-06 1.98157e-06 3.25792e-06 1.81933e-06 4.11548e-06 4.70489e-06 1.68405e-06 5.54311e-06 2.81498e-06 1.08283e-34 1.9271e-06 4.22273e-06 5.2913e-06 2.18949e-06 3.22193e-06 0 2.19175e-06 4.34325e-06 2.37044e-35 0 2.4908e-06 2.47639e-06 0 0 1.27749e-35 5.04587e-06 3.61261e-06 2.90909e-06 2.69311e-06 2.32701e-06 1.5004e-06 3.35694e-06 5.55768e-06 0 2.63983e-06 1.26685e-06 3.51945e-06 4.38698e-06 8.29035e-06 5.25522e-06 0 4.56695e-06 0 0 0 6.36311e-06 0 3.60972e-06 2.47341e-06 4.62909e-06 3.39611e-06 9.85484e-06 0 0 3.25581e-06 1.65755e-06 2.6417e-06 6.24913e-06 2.76342e-06 0 3.26266e-06 3.41233e-06 2.81994e-06 6.45786e-06 2.77261e-06 2.33937e-06 6.29239e-06 4.81569e-35 2.88131e-06 2.76817e-06 Variance: 3.66237e-08 Variances/cluster: 2.72694e-08 4.77617e-08 2.43833e-08 6.86694e-32 4.11525e-08 3.02396e-08 4.1669e-08 3.8851e-08 2.67019e-08 2.30271e-08 3.26597e-08 3.9859e-08 3.30184e-08 2.85702e-08 3.51841e-08 0 2.71398e-08 6.03065e-08 1.35629e-07 2.00847e-08 3.50181e-08 0 3.71454e-08 4.02021e-08 0 0 3.66271e-08 2.45166e-08 0 0 0 4.06791e-08 2.61756e-08 3.42215e-08 2.36216e-08 2.00586e-08 2.3081e-08 1.9745e-08 2.86384e-08 0 2.06212e-08 2.58518e-08 5.02734e-08 4.42983e-08 9.41992e-08 1.75159e-06 0 1.69132e-07 0 0 0 4.026e-08 0 2.13574e-08 2.07828e-08 3.12749e-08 2.20507e-08 8.95767e-07 0 0 4.17282e-08 2.67324e-08 2.84029e-08 4.59342e-08 3.00347e-08 0 2.17491e-08 2.36944e-08 2.31115e-08 4.0355e-07 3.18663e-08 3.65495e-08 3.51416e-08 2.67973e-31 2.6431e-08 3.45991e-08 -------------------------------------------------------------- Initialization seed trial #556 of 1000; initialization seed = 493576781 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 498901 Distortion: 0.0358286 Distortions/cluster: 4.15023e-06 2.72393e-06 2.31821e-06 2.22308e-06 3.75812e-06 4.14762e-06 5.25522e-06 3.76725e-06 3.30966e-06 2.63949e-06 3.83048e-06 2.41276e-06 2.81306e-06 2.04323e-06 5.36615e-06 5.5155e-06 1.08283e-34 2.76623e-06 9.85484e-06 4.04027e-06 3.38073e-06 2.09372e-06 5.9104e-06 4.26535e-06 2.37044e-35 1.96635e-06 0 2.87563e-06 1.93659e-06 0 2.9598e-06 6.0528e-06 2.0953e-06 2.9801e-06 3.98307e-06 3.58264e-06 2.28294e-06 2.44398e-06 3.61325e-06 4.25583e-06 3.50536e-06 4.35929e-06 2.54396e-06 2.90077e-06 3.38256e-06 2.05686e-06 2.57556e-06 3.82177e-06 2.71162e-06 0 2.41824e-06 7.71137e-06 5.20367e-06 3.70674e-06 4.75991e-06 3.53266e-06 1.79726e-06 0 0 0 0 3.14315e-06 0.0356196 0 5.68331e-06 1.27749e-35 3.13132e-06 2.02668e-06 0 2.15607e-06 0 0 4.81569e-35 3.07918e-06 0 3.19486e-06 Variance: 6.13083e-06 Variances/cluster: 2.80394e-08 3.58384e-08 1.72986e-08 1.30756e-07 3.64834e-08 5.83995e-08 1.75159e-06 3.62206e-08 2.80455e-08 2.61304e-08 3.13942e-08 2.07978e-08 4.07566e-08 2.96091e-08 4.66467e-08 1.37842e-07 0 3.68797e-08 8.95767e-07 3.81034e-08 2.26874e-08 1.61041e-07 3.93959e-07 3.87632e-08 0 2.16063e-08 0 2.93407e-08 2.01711e-08 0 1.98621e-08 3.7351e-08 2.22885e-08 3.46411e-08 4.10601e-08 2.07071e-08 1.98499e-08 3.64652e-08 3.01071e-08 3.86777e-08 3.76796e-08 2.53425e-08 4.1018e-08 2.21406e-08 2.84224e-08 1.88687e-08 2.71088e-08 4.24605e-08 2.15186e-08 0 3.13955e-08 9.40316e-08 2.85822e-08 3.14104e-08 3.1305e-08 5.35205e-08 3.38992e-08 0 0 0 0 2.31094e-08 0.035575 0 3.05453e-08 0 2.28544e-08 9.21139e-08 0 2.05317e-08 0 0 2.67973e-31 2.7008e-08 0 3.75833e-08 -------------------------------------------------------------- Initialization seed trial #557 of 1000; initialization seed = 493576782 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498979 Distortion: 0.035852 Distortions/cluster: 0 8.55988e-06 2.50966e-06 4.69776e-06 2.96059e-06 4.43298e-06 3.35382e-06 1.75782e-06 0.0356196 1.27749e-35 4.23562e-06 2.45348e-05 4.42339e-06 2.37044e-35 4.56695e-06 5.30694e-06 3.8411e-06 4.25897e-06 2.01501e-06 2.29379e-06 4.81569e-35 0 2.11958e-06 3.1628e-06 6.59113e-06 2.52301e-06 1.70705e-06 5.96809e-06 3.03856e-06 3.80903e-06 1.96469e-06 4.60196e-06 3.0321e-06 4.4572e-06 3.78496e-06 1.3032e-06 0 1.49334e-06 1.74017e-06 0 0 0 2.07776e-06 0 3.20617e-06 2.0139e-06 5.66361e-06 4.45417e-06 3.49149e-06 3.56873e-06 1.74718e-06 2.52439e-06 2.02321e-06 4.63912e-06 0 3.30925e-06 5.5114e-06 2.40709e-06 4.41176e-06 3.79054e-06 0 1.69814e-06 3.22163e-06 2.04083e-06 0 3.13315e-06 0 1.08283e-34 3.38254e-06 0 5.3253e-06 1.59192e-05 3.0896e-06 0 4.74486e-06 0 Variance: 6.13484e-06 Variances/cluster: 0 9.61687e-08 3.63691e-08 3.94641e-08 4.05525e-08 4.43152e-08 2.9417e-08 5.02189e-08 0.035575 0 7.057e-08 2.72576e-06 4.05682e-08 0 1.69132e-07 3.01504e-08 3.22753e-08 1.18266e-07 2.01479e-08 2.49295e-08 2.67973e-31 0 3.21124e-08 4.10627e-08 4.33487e-08 2.86679e-08 2.24592e-08 3.01319e-08 2.20166e-08 2.44145e-08 2.13528e-08 2.73902e-08 3.8378e-08 6.02143e-08 4.85208e-08 1.67057e-08 0 2.04547e-08 1.81251e-08 0 0 0 2.5031e-08 0 2.19582e-08 2.79683e-08 2.59776e-08 3.94045e-08 3.52645e-08 2.64322e-08 2.39318e-08 2.4991e-08 1.80622e-08 3.19835e-08 0 3.41129e-08 3.72272e-08 2.58801e-08 3.90304e-08 2.98369e-08 0 3.46528e-08 4.18358e-08 1.72937e-08 0 2.30359e-08 0 0 2.58187e-08 0 3.0772e-08 7.5794e-07 3.72218e-08 0 2.66542e-08 0 -------------------------------------------------------------- Initialization seed trial #558 of 1000; initialization seed = 493576783 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 498992 Distortion: 0.0358524 Distortions/cluster: 2.54833e-06 5.49198e-06 2.37044e-35 4.36768e-06 2.10456e-06 3.16102e-06 3.0383e-06 3.24812e-06 3.74202e-06 4.67903e-06 1.27749e-35 2.88652e-06 3.98865e-06 2.82885e-06 2.69908e-06 5.08258e-06 2.88021e-06 2.14189e-06 2.14848e-06 3.78315e-06 3.60401e-06 2.15502e-06 2.45626e-06 3.82605e-06 3.04754e-06 2.36467e-06 4.37261e-06 1.59192e-05 3.08988e-06 4.1716e-06 1.68302e-06 8.27371e-06 0 0.0356196 3.95405e-06 3.41247e-06 4.56695e-06 4.38513e-06 3.18425e-06 5.2913e-06 0 0 2.4722e-06 2.45348e-05 2.86902e-06 3.50809e-06 6.10781e-06 3.4512e-06 3.01751e-06 5.13498e-06 2.66828e-06 4.87462e-06 0 1.08283e-34 0 0 2.95133e-06 0 5.02615e-06 2.52559e-06 0 0 2.77455e-06 2.9984e-06 2.14818e-06 4.24799e-06 3.5398e-06 0 4.8249e-06 0 0 2.60105e-06 0 0 4.81569e-35 0 Variance: 6.13491e-06 Variances/cluster: 3.30923e-08 3.78636e-08 0 2.41287e-08 3.69196e-08 2.34122e-08 3.99644e-08 2.06869e-08 4.40105e-08 3.22587e-08 0 3.35613e-08 3.35072e-08 2.59503e-08 2.84087e-08 2.80714e-08 2.52629e-08 2.07928e-08 2.2378e-08 3.5026e-08 2.55581e-08 2.8731e-08 3.66584e-08 2.40611e-08 1.97869e-08 2.056e-08 4.75126e-08 7.5794e-07 2.71018e-08 4.96575e-08 4.94963e-08 9.40102e-08 0 0.035575 2.84439e-08 4.06211e-08 1.69132e-07 3.87937e-08 2.32406e-08 1.35629e-07 0 0 1.8311e-08 2.72576e-06 2.45194e-08 2.78395e-08 3.16362e-08 3.10891e-08 2.71815e-08 4.0104e-08 2.47034e-08 4.23741e-08 0 0 0 0 2.98084e-08 0 4.74022e-08 3.45945e-08 0 0 1.95374e-08 3.89372e-08 3.40951e-08 4.04437e-08 2.9252e-08 0 4.72883e-08 0 0 4.00127e-08 0 0 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #559 of 1000; initialization seed = 493576784 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 727178 Distortion: 0.000209356 Distortions/cluster: 1.81535e-06 9.64317e-35 1.72125e-06 2.29275e-06 2.97988e-06 6.05153e-06 4.59589e-06 7.07946e-06 1.27749e-35 2.7732e-06 4.29756e-06 2.59724e-06 2.60895e-06 1.67235e-06 1.61266e-06 6.09388e-06 2.60912e-06 2.90935e-06 3.26733e-06 1.46253e-06 4.07273e-06 3.56948e-06 5.63919e-06 2.75442e-06 2.56515e-06 1.18307e-06 5.03438e-06 2.37044e-35 0 2.44486e-06 1.50536e-06 3.17136e-06 3.75407e-06 0 2.05953e-06 3.24795e-06 3.46224e-06 6.5113e-06 6.034e-06 5.72879e-06 1.74346e-06 1.72714e-06 2.73798e-06 4.25476e-06 2.64291e-06 0 5.23452e-06 0 1.41119e-06 0 4.60377e-06 2.09007e-06 2.50837e-06 2.87299e-06 9.85484e-06 4.85322e-06 2.49074e-06 0 5.74741e-06 0 1.08283e-34 5.13891e-06 2.04269e-06 5.25522e-06 4.81569e-35 0 4.95828e-06 2.44846e-06 2.10457e-06 2.75265e-06 0 1.78111e-06 0 2.87211e-06 4.05024e-06 0 Variance: 3.58241e-08 Variances/cluster: 2.6694e-08 6.86694e-32 2.04893e-08 2.18338e-08 2.1749e-08 5.50091e-08 4.25509e-08 4.36863e-08 0 3.74727e-08 3.6102e-08 2.33958e-08 1.04322e-07 1.92202e-08 2.06731e-08 4.5804e-08 2.3503e-08 4.09731e-08 3.88945e-08 1.55575e-08 4.15446e-08 2.37945e-08 4.11586e-08 2.81039e-08 2.69992e-08 1.87772e-08 7.51328e-08 0 0 3.0558e-08 2.12003e-08 2.40234e-08 1.10403e-07 0 2.23842e-08 2.22443e-08 2.30796e-08 3.89773e-08 4.50151e-08 3.49203e-08 2.07537e-08 1.64475e-08 2.68404e-08 3.06067e-08 2.03277e-08 0 4.32463e-08 0 2.66239e-08 0 4.1844e-07 2.78651e-08 2.03914e-08 2.71013e-08 8.95767e-07 3.34596e-08 2.04136e-08 0 2.59978e-08 0 0 4.75678e-08 2.37502e-08 1.75159e-06 2.67973e-31 0 3.96545e-08 1.63213e-07 2.50522e-08 1.14655e-07 0 1.48415e-07 0 2.6839e-08 3.93196e-08 0 -------------------------------------------------------------- Initialization seed trial #560 of 1000; initialization seed = 493576785 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 498976 Distortion: 0.0358321 Distortions/cluster: 1.27749e-35 2.23386e-06 3.52917e-06 4.09873e-06 2.66868e-06 3.00954e-06 3.62163e-06 4.8514e-06 4.56765e-06 1.08283e-34 0.0356196 9.85484e-06 2.37044e-35 2.10415e-06 3.72573e-06 6.45786e-06 6.16568e-06 0 3.35353e-06 1.56927e-06 2.83879e-06 3.92201e-06 2.28385e-06 8.93325e-06 2.51361e-06 3.73851e-06 2.30967e-06 2.07267e-06 2.51623e-06 3.13729e-06 3.58625e-06 4.25916e-06 4.22528e-06 2.55698e-06 3.84293e-06 0 4.81569e-35 2.17974e-06 4.60961e-06 2.03035e-06 0 2.62428e-06 3.12059e-06 0 0 5.74746e-06 3.87851e-06 0 3.10923e-06 3.5596e-06 2.28244e-06 2.19632e-06 3.97702e-06 0 6.41553e-06 0 0 2.62008e-06 4.67598e-06 4.56695e-06 4.937e-06 0 3.71794e-06 5.25522e-06 3.62324e-06 3.66737e-06 2.1125e-06 2.85104e-06 1.94495e-06 3.01099e-06 0 0 0 2.64722e-06 1.98125e-06 4.67003e-06 Variance: 6.13144e-06 Variances/cluster: 0 1.84595e-08 5.18839e-08 2.94776e-08 2.16947e-08 3.95958e-08 3.01775e-08 3.97537e-08 4.15104e-08 0 0.035575 8.95767e-07 0 5.84437e-08 2.93339e-08 4.0355e-07 4.5657e-08 0 3.94498e-08 2.75278e-08 4.89403e-08 3.59786e-08 2.68662e-08 9.81574e-08 2.92255e-08 2.12397e-08 2.92337e-08 2.3821e-08 3.44576e-08 2.65845e-08 7.17008e-08 1.25228e-07 3.43488e-08 3.93251e-08 3.20138e-08 0 2.67973e-31 2.36907e-08 2.56063e-08 2.13701e-08 0 2.00303e-08 2.97173e-08 0 0 2.91653e-08 3.91744e-08 0 3.27259e-08 3.14982e-08 3.21446e-08 4.39225e-08 3.85991e-08 0 3.84041e-08 0 0 3.15569e-08 3.96142e-08 1.69132e-07 3.14356e-08 0 3.44226e-08 1.75159e-06 2.1565e-08 2.13201e-08 2.42788e-08 1.87552e-08 2.62808e-08 1.89354e-08 0 0 0 2.9088e-08 2.02145e-08 2.90039e-08 -------------------------------------------------------------- Initialization seed trial #561 of 1000; initialization seed = 493576786 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 498298 Distortion: 0.0358256 Distortions/cluster: 3.20626e-06 2.32497e-06 4.27414e-06 2.41554e-06 1.95506e-06 2.48658e-06 1.08283e-34 2.88547e-06 2.61945e-06 3.43504e-06 1.42366e-06 2.85499e-06 4.13685e-06 1.89115e-06 4.81569e-35 2.91997e-06 5.69451e-06 2.7914e-06 3.6294e-06 2.43664e-06 4.30066e-06 5.59035e-06 5.25522e-06 2.56249e-06 2.23296e-06 3.42828e-06 0.0356196 1.5771e-06 2.92519e-06 2.67784e-06 9.85484e-06 2.91466e-06 2.37044e-35 2.10572e-06 3.02515e-06 1.17731e-06 2.29757e-06 1.66816e-06 1.46098e-06 2.03019e-06 0 2.8743e-06 4.10859e-06 5.10796e-06 4.52192e-06 4.45776e-06 1.77682e-06 4.21043e-06 2.55263e-06 2.70767e-06 2.04405e-06 2.07624e-06 3.77726e-06 3.47455e-06 2.75265e-06 0 2.51123e-06 2.46869e-06 7.76697e-06 2.39798e-06 0 1.61783e-06 3.21586e-06 0 4.7998e-06 0 2.29304e-06 1.64954e-06 1.27749e-35 1.09073e-06 6.45786e-06 0 4.95477e-06 2.03016e-06 3.59589e-06 2.28301e-06 Variance: 6.13032e-06 Variances/cluster: 3.48476e-08 4.38634e-08 1.64378e-07 3.44963e-08 2.64174e-08 2.58989e-08 0 1.93639e-08 1.89798e-08 3.85834e-08 4.06726e-08 1.0977e-07 4.0544e-08 1.80093e-08 2.67973e-31 3.94556e-08 3.64916e-08 2.81935e-08 2.5922e-08 2.41226e-08 3.2084e-08 3.82774e-08 1.75159e-06 3.82339e-08 4.13476e-08 4.45096e-08 0.035575 2.22107e-08 3.28644e-08 2.59954e-08 8.95767e-07 2.67376e-08 0 3.19024e-08 3.05544e-08 1.59077e-08 2.41829e-08 2.05921e-08 2.60865e-08 1.82878e-08 0 2.06766e-08 3.83854e-08 3.49744e-08 2.72316e-08 3.77663e-08 1.9311e-08 2.8836e-08 2.57816e-08 2.31405e-08 5.10968e-08 3.57952e-08 2.60478e-08 2.99432e-08 1.14655e-07 0 3.13877e-08 3.74015e-08 9.03049e-08 2.8545e-08 0 1.92578e-08 2.4927e-08 0 3.11648e-08 0 1.99378e-08 3.23418e-08 0 2.87001e-08 4.0355e-07 0 4.71736e-08 2.15955e-08 3.7839e-08 3.35707e-08 -------------------------------------------------------------- Initialization seed trial #562 of 1000; initialization seed = 493576787 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 594353 Distortion: 0.00412533 Distortions/cluster: 2.32996e-06 2.34833e-06 1.54367e-06 2.9278e-06 3.33765e-06 1.61578e-06 4.56695e-06 7.27651e-06 8.66831e-06 9.64317e-35 2.3268e-06 1.4341e-06 3.66075e-06 5.9104e-06 1.79078e-06 5.44338e-06 2.55807e-06 2.01287e-06 9.85484e-06 1.83832e-06 2.45149e-06 2.05002e-06 2.96779e-06 7.41324e-06 6.40902e-06 1.62106e-06 2.90003e-06 6.9894e-06 2.17476e-06 2.00091e-06 2.47415e-06 2.18148e-06 2.57823e-06 1.79342e-06 1.84358e-06 2.37044e-35 5.25522e-06 1.85423e-06 1.92629e-06 0 2.36302e-06 0.00391362 4.81569e-35 6.06802e-06 1.73449e-06 1.62877e-06 2.36915e-06 0 2.26748e-06 1.01501e-05 3.74785e-06 0 7.38119e-06 0 2.1953e-06 1.57198e-06 3.02005e-06 0 2.6861e-06 1.75668e-06 1.99242e-06 0 5.5155e-06 2.87787e-06 1.24132e-06 2.0412e-06 1.83568e-06 5.45052e-06 1.26362e-06 1.88126e-06 0 1.52758e-06 1.48406e-06 1.76359e-06 3.34707e-06 2.21827e-06 Variance: 7.05909e-07 Variances/cluster: 2.04364e-08 2.13466e-08 2.70788e-08 2.06165e-08 3.79245e-08 2.44794e-08 1.69132e-07 4.22917e-08 9.63048e-08 6.86694e-32 1.68594e-08 2.81169e-08 4.6917e-08 3.93959e-07 2.01187e-08 3.0231e-08 2.24373e-08 4.57429e-08 8.95767e-07 2.4186e-08 4.37727e-08 4.0193e-08 2.31834e-08 5.11105e-08 2.88601e-08 1.90691e-08 3.05241e-08 4.85219e-08 1.82731e-08 5.55764e-08 3.29857e-08 2.56622e-08 3.26329e-08 2.39102e-08 3.47823e-08 0 1.75159e-06 2.01529e-08 2.07109e-08 0 3.19299e-08 0.00391989 2.67973e-31 4.01726e-08 2.79734e-08 2.3603e-08 3.64453e-08 0 3.48816e-08 5.34046e-08 2.88201e-08 0 4.49928e-08 0 1.97757e-08 2.24548e-08 2.96059e-08 0 1.89146e-08 2.31115e-08 2.34381e-08 0 1.37842e-07 4.05297e-08 1.61191e-08 1.87249e-08 2.32337e-08 4.19134e-08 2.2973e-08 3.18838e-08 0 2.63348e-08 2.96786e-08 2.0039e-08 2.8605e-08 3.57753e-08 -------------------------------------------------------------- Initialization seed trial #563 of 1000; initialization seed = 493576788 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 494313 Distortion: 0.0397468 Distortions/cluster: 3.63692e-06 9.08903e-06 5.9104e-06 0.00391362 8.43383e-06 4.03365e-06 1.95868e-06 9.28139e-06 3.20546e-06 2.103e-06 1.94039e-06 1.92902e-06 4.97569e-06 9.85484e-06 4.56191e-06 0.0356196 2.6591e-06 2.70367e-06 3.07291e-06 1.96608e-06 9.46487e-06 2.97079e-06 4.43066e-06 3.6153e-06 1.21599e-06 3.02243e-06 1.58577e-06 2.38474e-06 2.43275e-06 4.81569e-35 5.23061e-06 2.37044e-35 5.27971e-06 2.09197e-06 0 1.97661e-06 2.40158e-06 0 5.11504e-06 0 3.27605e-06 0 4.3949e-06 2.19781e-06 2.35934e-06 2.20002e-06 1.96151e-06 3.37003e-06 4.56695e-06 3.54733e-06 3.72793e-06 2.7951e-06 0 2.87974e-06 5.53846e-06 0 0 0 0 0 2.51849e-06 5.25815e-06 0 3.43719e-06 2.37625e-06 2.08203e-06 1.95062e-06 2.32325e-06 0 1.49191e-06 0 1.69598e-06 5.25522e-06 2.77238e-06 2.09157e-06 3.04847e-06 Variance: 6.8013e-06 Variances/cluster: 3.99637e-08 4.70778e-08 3.93959e-07 0.00391989 9.58293e-08 4.53082e-08 2.83843e-08 3.17752e-08 2.35673e-08 2.59598e-08 2.1321e-08 2.35219e-08 4.17988e-08 8.95767e-07 4.42758e-08 0.035575 2.1794e-08 2.57469e-08 2.11907e-08 1.78719e-08 3.76965e-08 2.53886e-08 4.42924e-08 3.88615e-08 1.62113e-08 3.21506e-08 2.00708e-08 3.31185e-08 2.67311e-08 2.67973e-31 4.71084e-08 0 4.84227e-08 1.30734e-07 0 2.44004e-08 3.20185e-08 0 4.12369e-08 0 2.55919e-08 0 3.6012e-08 2.96973e-08 1.82873e-08 1.86426e-08 2.13189e-08 2.24649e-08 1.69132e-07 3.69481e-08 4.05174e-08 2.13348e-08 0 2.21499e-08 5.37668e-08 0 0 0 0 0 2.51825e-08 1.34779e-07 0 4.14086e-08 2.86271e-08 2.60231e-08 1.75716e-08 1.95214e-08 0 2.71224e-08 0 1.90538e-08 1.75159e-06 3.64759e-08 2.27325e-08 2.95944e-08 -------------------------------------------------------------- Initialization seed trial #564 of 1000; initialization seed = 493576789 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 726954 Distortion: 0.00021204 Distortions/cluster: 2.85418e-06 1.7446e-06 2.75265e-06 6.45786e-06 4.27414e-06 4.98282e-06 4.74053e-06 2.99507e-06 1.91759e-06 5.25522e-06 0 2.17662e-06 2.94437e-06 2.45924e-06 2.20473e-06 4.26533e-06 1.71626e-06 9.64317e-35 5.82304e-06 3.59926e-06 5.13063e-06 3.00579e-06 2.37044e-35 0 3.92618e-06 3.05174e-06 2.08257e-06 2.03122e-06 4.81569e-35 5.00383e-06 4.20827e-06 5.29441e-06 3.84017e-06 4.51331e-06 0 2.16349e-06 2.85499e-06 2.51808e-06 3.42317e-06 2.566e-06 0 1.48547e-06 3.63613e-06 0 5.37018e-06 4.01321e-06 5.3993e-06 3.20014e-06 1.27749e-35 4.67943e-06 0 1.71773e-06 2.69616e-06 3.52091e-06 0 2.13583e-06 0 8.00262e-06 6.1308e-06 4.29157e-06 2.37833e-06 4.13787e-06 0 0 2.07906e-06 0 3.04848e-06 4.13554e-06 4.44188e-06 2.28457e-06 2.359e-06 1.08283e-34 0 0 2.26407e-06 9.85484e-06 Variance: 3.62834e-08 Variances/cluster: 3.56745e-08 1.85574e-08 1.14655e-07 4.0355e-07 1.64378e-07 4.29417e-08 2.98119e-08 3.78998e-08 2.08411e-08 1.75159e-06 0 3.45472e-08 3.27046e-08 5.12296e-08 4.0816e-08 4.90224e-08 2.17222e-08 6.86694e-32 2.9556e-08 2.76842e-08 4.31107e-08 2.3475e-08 0 0 4.00599e-08 3.86168e-08 3.35791e-08 3.17273e-08 2.67973e-31 2.97821e-08 1.95716e-08 3.04246e-08 2.54293e-08 2.83832e-08 0 2.63752e-08 1.0977e-07 2.49285e-08 3.52793e-08 3.82857e-08 0 4.24282e-08 3.74735e-08 0 2.68486e-08 3.68075e-08 2.47653e-08 2.42354e-08 0 2.62863e-08 0 2.0946e-08 2.56746e-08 4.04667e-08 0 2.80939e-08 0 9.09302e-08 2.93314e-08 3.63661e-08 3.65776e-08 3.04156e-08 0 0 1.82352e-08 0 3.17522e-08 2.24738e-08 4.19009e-08 3.74397e-08 3.80461e-08 0 0 0 3.77219e-08 8.95767e-07 -------------------------------------------------------------- Initialization seed trial #565 of 1000; initialization seed = 493576790 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 726282 Distortion: 0.000212724 Distortions/cluster: 2.03008e-06 2.11919e-06 5.34451e-06 5.17141e-06 2.37044e-35 1.08283e-34 1.73217e-06 1.37919e-06 2.7532e-06 5.13564e-06 5.36956e-06 0 3.09201e-06 2.18437e-06 3.24036e-06 0 5.76518e-06 1.92582e-06 2.25689e-06 1.27749e-35 3.28184e-06 6.84278e-06 2.90092e-06 2.88112e-06 2.20307e-06 3.15297e-06 6.45786e-06 2.39045e-06 3.15533e-06 5.25522e-06 4.53106e-06 8.55988e-06 9.85484e-06 2.86572e-06 2.61597e-06 1.69085e-06 2.65018e-06 1.65954e-06 5.25815e-06 9.64317e-35 2.14768e-06 2.49003e-06 2.37664e-06 2.25213e-06 1.75675e-06 5.40064e-06 4.14894e-06 4.81569e-35 3.61221e-06 2.53734e-06 1.88993e-06 5.90858e-06 0 0 5.09163e-06 2.72544e-06 1.94098e-06 2.25474e-06 2.88805e-06 5.80653e-06 3.3535e-06 4.90251e-06 0 2.71027e-06 0 1.8083e-06 2.02198e-06 0 4.56695e-06 2.75269e-06 0 1.94551e-06 4.34911e-06 0 0 1.3779e-06 Variance: 3.64005e-08 Variances/cluster: 3.82916e-08 4.23701e-08 4.04756e-08 3.23108e-08 0 0 2.03761e-08 1.86359e-08 1.96634e-08 4.04249e-08 2.76691e-08 0 2.88949e-08 1.89929e-08 4.15395e-08 0 5.0117e-08 2.32006e-08 2.25662e-08 0 4.10094e-08 4.81732e-08 2.90066e-08 3.84115e-08 3.10267e-08 3.54157e-08 4.0355e-07 3.1042e-08 2.44577e-08 1.75159e-06 3.08209e-08 9.61687e-08 8.95767e-07 1.97619e-08 3.31106e-08 2.56164e-08 2.59798e-08 1.92953e-08 1.34779e-07 6.86694e-32 2.68437e-08 2.51488e-08 2.42493e-08 3.21704e-08 2.43968e-08 2.85723e-08 2.96323e-08 2.67973e-31 3.50672e-08 2.32757e-08 1.68729e-08 3.62372e-08 0 0 4.58553e-08 2.62039e-08 3.52884e-08 3.46852e-08 1.96449e-08 4.53489e-08 4.04001e-08 3.06305e-08 0 3.56583e-08 0 5.0226e-08 3.54711e-08 0 1.69132e-07 3.52881e-08 0 1.87046e-08 2.57321e-08 0 0 2.33522e-08 -------------------------------------------------------------- Initialization seed trial #566 of 1000; initialization seed = 493576791 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 595481 Distortion: 0.00412646 Distortions/cluster: 6.49616e-06 2.21601e-06 2.37044e-35 2.03104e-06 3.93759e-06 2.37788e-06 5.9104e-06 2.69925e-06 5.38034e-06 9.85484e-06 2.96505e-06 2.19413e-06 2.06099e-06 4.45766e-06 1.94229e-06 1.3432e-06 0 0 5.72598e-06 2.64887e-06 5.01333e-06 4.8873e-06 1.46938e-06 2.36781e-06 1.97607e-06 2.22308e-06 6.00891e-06 4.81569e-35 9.64317e-35 1.88125e-06 2.85499e-06 2.94306e-06 3.27159e-06 4.27414e-06 0 0 0 2.55616e-06 0 3.49144e-06 1.66459e-06 6.72521e-06 0 4.97694e-06 2.70959e-06 4.64657e-06 3.37118e-06 0 9.54719e-06 3.23062e-06 8.94701e-06 0 2.24595e-06 0 2.10061e-06 5.98723e-06 0 3.60979e-06 7.89415e-06 2.15604e-06 4.65863e-06 0.00391362 0 0 4.86045e-06 0 3.01587e-06 2.97972e-06 2.82036e-06 5.25522e-06 2.50072e-06 0 2.73194e-06 2.91059e-06 0 1.82949e-06 Variance: 7.06102e-07 Variances/cluster: 4.5733e-08 3.75573e-08 0 3.12441e-08 2.31603e-08 1.9814e-08 3.93959e-07 3.55136e-08 2.39106e-08 8.95767e-07 2.64711e-08 3.04714e-08 1.62269e-08 2.35834e-08 3.34856e-08 2.68617e-08 0 0 4.1783e-08 2.136e-08 4.04168e-08 4.21181e-08 3.12605e-08 1.94066e-08 3.52838e-08 1.30756e-07 3.31876e-08 2.67973e-31 6.86694e-32 5.08403e-08 1.0977e-07 2.60417e-08 4.03767e-08 1.64378e-07 0 0 0 1.111e-07 0 2.40761e-08 2.41223e-08 3.05591e-08 0 3.03442e-08 3.56497e-08 2.55281e-08 3.24123e-08 0 4.01014e-08 2.08403e-08 4.19908e-08 0 2.24575e-08 0 2.2345e-08 4.15646e-08 0 2.1613e-08 9.07286e-08 3.99231e-08 2.72411e-08 0.00391989 0 0 4.71743e-08 0 3.9679e-08 3.00956e-08 2.45227e-08 1.75159e-06 3.24741e-08 0 3.25202e-08 2.77174e-08 0 1.98839e-08 -------------------------------------------------------------- Initialization seed trial #567 of 1000; initialization seed = 493576792 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 72 BIC score: 726185 Distortion: 0.00021453 Distortions/cluster: 2.4308e-06 2.08974e-06 1.91736e-06 2.00452e-06 4.61617e-06 1.47362e-06 1.96711e-06 6.89566e-06 2.52135e-06 1.50142e-06 2.31562e-06 2.32654e-06 3.50828e-06 1.08283e-34 4.1575e-06 9.64317e-35 3.70991e-06 2.26266e-06 1.84973e-06 2.30271e-06 2.37044e-35 7.2532e-06 7.4061e-06 1.00247e-05 5.23846e-06 2.3987e-06 3.64656e-06 4.81569e-35 6.01721e-06 0 9.85484e-06 1.77985e-06 5.25522e-06 2.84766e-06 5.80232e-06 1.38713e-06 5.23691e-06 2.03486e-06 5.92141e-06 1.84629e-06 4.44212e-06 1.93437e-06 4.59862e-06 2.03677e-06 1.27749e-35 2.20156e-06 5.3721e-06 2.53035e-06 3.01704e-06 3.06976e-06 3.8328e-06 6.45786e-06 2.81287e-06 0 0 6.44022e-06 2.2469e-06 1.35888e-06 4.06666e-06 1.31418e-06 1.84946e-06 1.7948e-06 0 4.44182e-06 2.44782e-06 0 0 2.07997e-06 0 0 2.16804e-06 0 0 2.96708e-06 0 5.24573e-06 Variance: 3.67094e-08 Variances/cluster: 2.38293e-08 2.54824e-08 2.22922e-08 1.7737e-08 3.01684e-08 1.93879e-08 3.17247e-08 3.19138e-08 3.81996e-08 2.83262e-08 1.91357e-08 2.50136e-08 4.12704e-08 0 1.18773e-07 6.86694e-32 2.13195e-08 3.48073e-08 1.68142e-08 3.19792e-08 0 3.1942e-08 4.43336e-08 3.8693e-08 7.07663e-08 1.599e-07 4.92736e-08 2.67973e-31 4.23608e-08 0 8.95767e-07 2.02236e-08 1.75159e-06 2.41304e-08 4.36134e-08 2.07009e-08 4.3266e-08 1.91951e-08 4.93297e-08 3.02643e-08 1.23351e-07 2.38783e-08 2.58327e-08 2.42448e-08 0 1.70649e-08 3.0695e-08 2.36461e-08 2.35686e-08 3.88553e-08 3.0907e-08 4.0355e-07 3.30896e-08 0 0 4.80457e-08 2.88037e-08 1.74194e-08 3.25304e-08 2.43341e-08 1.96729e-08 2.84866e-08 0 3.82797e-08 3.35288e-08 0 0 2.26064e-08 0 0 4.927e-08 0 0 4.63564e-08 0 7.82868e-08 -------------------------------------------------------------- Initialization seed trial #568 of 1000; initialization seed = 493576793 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 494260 Distortion: 0.0397432 Distortions/cluster: 1.85813e-06 0.00391362 5.25777e-06 1.38627e-06 1.81745e-06 2.16852e-06 1.9313e-06 2.85499e-06 3.73475e-06 2.47519e-06 0.0356196 1.92319e-06 1.29574e-06 5.55624e-06 1.46358e-06 6.45786e-06 5.50592e-06 4.55588e-06 4.21399e-06 3.36989e-06 3.95474e-06 4.88826e-06 3.12522e-06 2.37044e-35 4.196e-06 4.30587e-06 4.08354e-06 0 2.4608e-06 4.05473e-06 7.3035e-06 4.81569e-35 2.91657e-06 4.75472e-06 1.95645e-06 0 3.59808e-06 1.19179e-06 4.89071e-06 1.85317e-06 1.68692e-06 3.41352e-06 1.75861e-06 1.19576e-06 2.05516e-06 2.57735e-06 7.29928e-06 3.06777e-06 1.15699e-06 5.25522e-06 5.55215e-06 4.42153e-06 2.80245e-06 0 9.85484e-06 1.57334e-06 2.13686e-06 9.3399e-07 0 5.87877e-06 4.79869e-06 0 0 5.08903e-06 1.74365e-06 3.12354e-06 3.44085e-06 0 1.23449e-06 2.01725e-06 0 1.52092e-06 0 3.35862e-06 1.5776e-06 2.11681e-06 Variance: 6.80068e-06 Variances/cluster: 3.04585e-08 0.00391989 2.84178e-08 4.62048e-08 3.08014e-08 2.40918e-08 3.51113e-08 1.0977e-07 2.17111e-08 3.99189e-08 0.035575 2.49744e-08 2.23384e-08 3.51545e-08 2.61331e-08 4.0355e-07 4.3001e-08 4.14035e-08 4.62937e-08 2.05463e-08 2.69007e-08 3.64678e-08 2.42244e-08 0 2.54281e-08 3.26096e-08 2.26838e-08 0 1.11816e-07 1.50164e-07 4.96679e-08 2.67973e-31 2.29629e-08 4.06253e-08 3.91254e-08 0 3.39333e-08 2.16669e-08 2.32871e-08 2.43813e-08 3.37363e-08 2.4036e-08 2.93076e-08 4.42839e-08 3.11361e-08 3.78988e-08 8.79347e-08 3.03713e-08 2.75448e-08 1.75159e-06 3.90866e-08 2.22168e-08 2.5245e-08 0 8.95767e-07 2.62198e-08 3.14216e-08 3.2204e-08 0 4.10969e-08 3.13613e-08 0 0 2.62235e-08 3.11347e-08 2.71581e-08 2.94064e-08 0 3.16511e-08 3.36181e-08 0 2.37623e-08 0 3.49751e-08 6.30998e-08 2.01583e-08 -------------------------------------------------------------- Initialization seed trial #569 of 1000; initialization seed = 493576794 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 594663 Distortion: 0.00412143 Distortions/cluster: 1.00802e-06 3.24393e-06 6.02809e-06 1.68039e-06 2.76875e-06 1.77892e-06 1.62328e-06 1.83724e-06 2.4025e-06 1.62852e-06 2.22157e-06 1.60327e-06 1.83491e-06 2.7837e-06 6.3068e-06 2.97002e-06 2.10095e-06 1.70496e-06 2.31015e-06 0 6.70789e-06 1.87893e-06 1.26006e-06 2.59408e-06 4.28456e-06 5.85642e-06 1.86038e-06 1.95708e-06 2.58015e-06 1.78921e-06 9.64317e-35 2.28431e-06 2.0243e-06 4.81569e-35 2.37044e-35 2.30868e-06 6.86223e-06 1.77759e-06 1.58535e-06 2.76838e-06 1.87531e-06 2.28433e-06 5.30291e-06 5.45467e-06 0 0 8.91353e-06 1.91619e-06 1.37457e-06 2.45118e-06 0 2.0778e-06 1.57961e-06 1.88043e-06 2.91322e-06 3.26878e-06 6.09886e-06 0 6.0512e-06 2.20794e-06 3.3029e-06 5.25815e-06 8.85805e-06 2.66209e-06 4.56695e-06 0 2.46017e-06 2.72346e-06 2.7285e-06 1.41988e-06 5.25522e-06 0 0 8.55988e-06 6.15147e-06 0.00391362 Variance: 7.05242e-07 Variances/cluster: 2.51906e-07 2.61584e-08 3.93868e-08 2.62534e-08 2.63668e-08 3.4208e-08 2.61795e-08 3.46627e-08 2.01873e-08 2.85681e-08 2.5243e-08 1.90849e-08 1.65293e-08 2.30038e-08 4.88753e-08 3.228e-08 3.8196e-08 2.24317e-08 2.24261e-08 0 2.96712e-08 3.47922e-08 2.37726e-08 2.04235e-08 2.21979e-08 3.7054e-08 3.3218e-08 2.87782e-08 1.51758e-07 2.3854e-08 6.86694e-32 2.35468e-08 2.17645e-08 2.67973e-31 0 2.30848e-08 4.31447e-08 1.83235e-08 2.93556e-08 3.74073e-08 5.51519e-08 2.53789e-07 4.86354e-08 4.46958e-08 0 0 4.50029e-08 1.9958e-08 2.98793e-08 2.37957e-08 0 1.92372e-08 2.50711e-08 3.4187e-08 4.93722e-08 2.05566e-08 4.48298e-08 0 4.65328e-08 1.7662e-08 2.26206e-08 1.34779e-07 8.85674e-07 2.48768e-08 1.69132e-07 0 3.32426e-08 2.61848e-08 2.57376e-08 2.67879e-08 1.75159e-06 0 0 9.61687e-08 3.28849e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #570 of 1000; initialization seed = 493576795 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 499061 Distortion: 0.0358783 Distortions/cluster: 4.16266e-06 1.75752e-06 3.79762e-06 3.57684e-06 4.81569e-35 3.89732e-06 2.12758e-06 5.71883e-06 4.87464e-06 1.97479e-06 2.42096e-06 2.80339e-06 3.37651e-06 1.27749e-35 2.37044e-35 3.08055e-05 0 5.11331e-06 0 4.06111e-06 4.35604e-05 0 0 0 0 4.35311e-06 2.98783e-06 2.66317e-06 3.61926e-06 4.42719e-06 0.0356196 2.39766e-06 3.81712e-06 2.76919e-06 2.54203e-06 2.52827e-06 3.56889e-06 4.12573e-06 3.51715e-06 3.4605e-06 2.54689e-06 5.27648e-06 3.5701e-06 2.8914e-06 0 4.01221e-06 2.74507e-06 2.03183e-06 0 2.34312e-06 3.49636e-06 4.54509e-06 5.55673e-06 3.38511e-06 3.15648e-06 2.38598e-06 3.70699e-06 0 3.79803e-06 2.63149e-06 1.08283e-34 0 3.37096e-06 3.50885e-06 0 3.00554e-06 3.0616e-06 3.71603e-06 2.38804e-06 3.34009e-06 0 3.95542e-06 0 0 0 3.47547e-06 Variance: 6.13933e-06 Variances/cluster: 2.44833e-08 3.99307e-08 3.68669e-08 2.20773e-08 2.67973e-31 3.78266e-08 3.22331e-08 5.39465e-08 3.04634e-08 3.34602e-08 2.68973e-08 3.14883e-08 2.9105e-08 0 0 3.08023e-07 0 1.7043e-07 0 5.71935e-08 2.7222e-06 0 0 0 0 4.30964e-08 2.48904e-08 3.50302e-08 2.74096e-08 2.48693e-08 0.035575 3.63255e-08 2.24512e-08 3.00973e-08 3.52943e-08 3.66387e-08 9.38863e-08 2.86484e-08 1.92177e-08 2.60165e-08 2.70922e-08 2.50049e-08 3.13139e-08 3.65971e-08 0 1.14597e-07 4.35584e-08 3.32987e-08 0 2.69301e-08 3.49526e-08 2.61189e-08 2.97053e-08 3.93593e-08 3.42982e-08 3.72685e-08 2.66666e-08 0 2.15778e-08 3.37261e-08 0 0 2.83241e-08 2.4708e-08 0 3.70931e-08 4.19359e-08 2.18564e-08 3.85041e-08 2.87845e-08 0 5.90183e-08 0 0 0 2.69393e-08 -------------------------------------------------------------- Initialization seed trial #571 of 1000; initialization seed = 493576796 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 722111 Distortion: 0.000235587 Distortions/cluster: 2.98874e-06 3.6781e-06 2.20868e-06 4.40685e-06 2.30836e-06 1.42826e-05 1.78339e-06 1.02535e-06 5.11859e-06 2.45348e-05 1.67994e-06 3.73787e-06 2.55773e-06 4.80481e-06 1.98744e-06 1.77814e-06 1.08283e-34 1.27749e-35 3.63395e-06 8.91395e-06 1.94647e-06 9.64317e-35 3.64698e-06 1.80804e-06 2.37044e-35 9.62127e-06 2.00247e-06 5.47438e-06 5.90366e-06 3.0977e-06 4.84115e-06 2.89211e-06 1.99764e-06 2.62779e-06 5.01767e-06 6.64448e-06 1.58676e-06 2.48197e-06 0 2.91985e-06 7.7313e-06 2.31538e-06 1.71835e-06 8.10281e-06 3.19562e-06 0 4.8612e-06 0 4.81569e-35 3.70337e-06 5.46431e-06 0 0 0 2.39487e-06 5.14242e-06 0 1.48126e-06 4.60654e-06 2.33825e-06 2.43524e-06 1.61151e-06 0 2.79476e-06 0 4.27897e-06 2.93351e-06 0 0 0 1.70762e-06 0 2.07257e-06 1.66623e-06 4.81584e-06 2.2751e-06 Variance: 4.03126e-08 Variances/cluster: 2.7168e-08 3.1705e-08 2.72653e-08 2.50364e-08 3.78397e-08 7.14025e-07 4.95342e-08 1.83081e-08 3.10187e-08 2.72576e-06 1.90885e-08 2.87501e-08 1.96725e-08 7.62592e-08 2.33796e-08 3.11926e-08 0 0 2.77376e-08 4.16402e-08 1.98601e-08 6.86694e-32 4.09737e-08 3.6158e-08 0 5.17106e-08 2.56697e-08 6.43985e-08 5.26952e-08 3.26046e-08 1.72882e-07 2.65308e-08 3.44397e-08 3.0202e-08 1.35568e-07 3.01923e-08 1.88878e-08 3.81811e-08 0 3.99945e-08 3.88383e-08 8.90444e-08 2.7713e-08 4.55068e-08 2.45795e-08 0 4.62819e-08 0 2.67973e-31 2.3437e-08 3.33081e-08 0 0 0 2.37095e-08 2.93827e-08 0 1.74246e-08 4.65168e-08 2.06906e-08 2.89886e-08 2.44141e-08 0 3.3268e-08 0 4.19371e-08 2.29153e-08 0 0 0 2.47459e-08 0 1.7415e-08 1.73551e-08 3.70328e-08 2.25238e-08 -------------------------------------------------------------- Initialization seed trial #572 of 1000; initialization seed = 493576797 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 498866 Distortion: 0.0358302 Distortions/cluster: 3.26332e-06 3.79236e-06 2.4608e-06 2.11947e-06 4.12863e-06 1.59591e-06 4.78661e-06 3.94989e-06 2.56757e-06 3.17551e-06 2.41912e-06 3.28708e-06 0 3.70143e-06 8.00262e-06 3.16028e-06 2.56424e-06 3.66913e-06 2.51575e-06 1.90718e-06 2.83402e-06 6.45786e-06 2.71766e-06 2.37044e-35 6.8097e-06 1.76747e-06 1.08283e-34 3.60204e-06 4.78685e-06 4.03546e-06 2.54531e-06 1.97859e-06 0.0356196 6.55999e-06 3.7325e-06 2.05535e-06 5.05799e-06 0 1.24174e-06 0 1.69021e-06 5.56964e-06 4.81569e-35 0 2.74601e-06 1.64938e-06 9.85484e-06 2.47659e-06 2.41385e-06 0 2.34835e-06 3.51936e-06 5.91737e-06 3.98721e-06 0 3.05819e-06 0 5.25522e-06 3.47282e-06 2.85499e-06 1.90384e-06 1.27749e-35 3.54325e-06 3.38114e-06 2.4465e-06 3.10404e-06 0 3.57525e-06 2.86364e-06 0 2.79048e-06 2.93536e-06 0 4.27414e-06 0 3.80502e-06 Variance: 6.13112e-06 Variances/cluster: 2.96641e-08 2.41528e-08 1.11816e-07 3.31056e-08 3.46832e-08 2.34667e-08 4.19741e-08 4.81651e-08 2.7906e-08 3.69214e-08 3.26802e-08 3.42372e-08 0 3.70022e-08 9.09302e-08 3.43406e-08 2.3523e-08 4.1681e-08 2.99459e-08 2.07277e-08 3.82951e-08 4.0355e-07 2.92125e-08 0 3.27361e-08 2.0083e-08 0 2.09402e-08 2.76673e-08 3.87897e-08 2.06911e-08 1.90227e-08 0.035575 2.88961e-08 2.37718e-08 3.60564e-08 4.21361e-08 0 2.14072e-08 0 2.31458e-08 3.04325e-08 2.67973e-31 0 2.66577e-08 3.83446e-08 8.95767e-07 3.48703e-08 2.59469e-08 0 3.30645e-08 4.04489e-08 2.8042e-08 5.46146e-08 0 3.72921e-08 0 1.75159e-06 4.13306e-08 1.0977e-07 2.13889e-08 0 2.22826e-08 5.04496e-08 2.32924e-08 3.41073e-08 0 2.29162e-08 3.57927e-08 0 2.38424e-08 2.71762e-08 0 1.64378e-07 0 2.90433e-08 -------------------------------------------------------------- Initialization seed trial #573 of 1000; initialization seed = 493576798 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 690369 Distortion: 0.000481952 Distortions/cluster: 3.33774e-06 2.35343e-06 2.19665e-06 0 2.18446e-06 2.52792e-06 2.52934e-06 2.0392e-06 2.22634e-06 1.66183e-06 2.83602e-06 2.24119e-06 9.85484e-06 1.8997e-06 1.43285e-05 9.64317e-35 2.36045e-06 1.52419e-06 2.94155e-06 4.56695e-06 2.568e-06 1.08283e-34 5.25522e-06 2.29212e-06 3.13426e-06 3.57438e-06 3.03674e-06 2.47306e-06 6.45786e-06 2.31725e-06 0.000272219 4.55585e-06 6.64472e-06 4.62032e-06 2.37044e-35 4.63578e-06 7.05906e-06 0 5.1218e-06 3.39573e-06 2.81848e-06 3.38297e-06 2.19026e-06 3.12548e-06 0 0 1.98452e-06 2.68513e-06 0 6.2844e-06 2.57464e-06 0 1.75782e-06 2.04567e-06 1.82757e-06 4.55016e-06 0 3.84897e-06 3.84108e-06 1.17325e-05 2.39249e-06 0 1.98922e-06 3.57488e-06 5.42288e-06 2.48044e-06 1.27749e-35 2.85287e-06 0 2.16454e-06 0 0 1.74627e-06 1.70822e-06 0 0 Variance: 8.24696e-08 Variances/cluster: 2.54767e-08 3.22358e-08 1.89344e-08 0 2.04138e-08 2.80853e-08 2.09018e-08 2.01884e-08 2.65017e-08 2.55636e-08 2.08513e-08 2.28672e-08 8.95767e-07 2.63824e-08 4.25037e-08 6.86694e-32 2.74442e-08 3.38678e-08 4.26277e-08 1.69132e-07 1.94523e-08 0 1.75159e-06 3.2742e-08 3.96611e-08 3.27897e-08 2.05167e-08 3.98845e-08 4.0355e-07 2.69423e-08 3.20226e-06 4.37919e-08 4.25806e-08 2.79994e-08 0 4.10111e-08 5.04067e-08 0 4.16276e-08 3.46473e-08 2.45065e-08 4.76432e-08 2.25773e-08 3.43432e-08 0 0 2.64579e-08 2.35517e-08 0 1.49579e-07 2.95911e-08 0 5.02189e-08 2.17599e-08 1.63162e-08 3.88775e-08 0 4.22827e-08 3.95963e-08 3.52212e-08 2.06227e-08 0 3.26074e-08 3.19158e-08 4.79752e-08 2.55685e-08 0 2.33822e-08 0 3.23038e-08 0 0 3.11806e-08 2.05791e-08 0 0 -------------------------------------------------------------- Initialization seed trial #574 of 1000; initialization seed = 493576799 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 498681 Distortion: 0.0358282 Distortions/cluster: 3.00684e-06 2.25887e-06 2.65839e-06 4.40184e-06 2.05162e-06 5.43829e-06 0.0356196 6.08701e-06 2.22308e-06 1.64321e-06 5.25522e-06 2.09372e-06 5.9104e-06 2.37044e-35 1.61576e-06 3.59988e-06 2.30725e-06 3.56533e-06 3.62487e-06 2.4452e-06 3.22419e-06 5.2013e-06 4.38977e-06 5.04568e-06 3.36381e-06 2.59444e-06 0 3.3506e-06 2.92904e-06 2.40185e-06 2.61722e-06 0 2.70356e-06 2.51148e-06 3.0936e-06 0 0 6.56695e-06 1.82795e-06 0 1.91457e-06 4.86385e-06 1.21112e-06 2.75579e-06 1.70114e-06 0 3.43568e-06 3.27184e-06 4.91481e-06 5.3908e-06 0 3.66288e-06 2.60015e-06 1.77139e-06 1.08283e-34 2.20224e-06 9.85484e-06 2.20453e-06 0 2.14191e-06 2.28322e-06 3.61804e-06 1.64398e-06 1.56946e-06 5.52972e-06 5.85048e-06 3.96313e-06 1.27749e-35 3.61723e-06 4.81569e-35 0 2.80957e-06 1.80474e-06 6.52832e-06 3.51958e-06 0 Variance: 6.13077e-06 Variances/cluster: 3.90468e-08 2.17178e-08 1.99861e-08 3.12086e-08 2.66418e-08 4.3492e-08 0.035575 4.9473e-08 1.30756e-07 1.88858e-08 1.75159e-06 1.61041e-07 3.93959e-07 0 2.0982e-08 3.63595e-08 2.02372e-08 2.30001e-08 2.35361e-08 2.68679e-08 3.74873e-08 2.75111e-08 2.98525e-08 4.06777e-08 5.33891e-08 3.05201e-08 0 2.17546e-08 1.96563e-08 2.18331e-08 2.46883e-08 0 3.60447e-08 2.64343e-08 2.81212e-08 0 0 4.40592e-08 1.94446e-08 0 1.6793e-08 4.6307e-08 2.9537e-08 2.02608e-08 2.83499e-08 0 4.04173e-08 2.28773e-08 3.72214e-08 7.92686e-08 0 3.62549e-08 2.59985e-08 2.64364e-08 0 2.85978e-08 8.95767e-07 2.86278e-08 0 2.07934e-08 2.68592e-08 3.1451e-08 3.04413e-08 2.65987e-08 1.38197e-07 5.04194e-08 4.21573e-08 0 2.49442e-08 2.67973e-31 0 2.57729e-08 1.73518e-08 4.72914e-08 1.06645e-07 0 -------------------------------------------------------------- Initialization seed trial #575 of 1000; initialization seed = 493576800 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 722537 Distortion: 0.000232999 Distortions/cluster: 2.46577e-06 2.2273e-06 1.27749e-35 3.87375e-06 2.33953e-06 4.57537e-06 1.08283e-34 2.54158e-06 3.81848e-06 1.90924e-06 2.47153e-06 0 5.15453e-06 4.44029e-06 1.61497e-06 1.91577e-06 4.81569e-35 9.64317e-35 5.02013e-06 8.16378e-06 4.07509e-06 4.26872e-06 2.37044e-35 4.26821e-06 4.10902e-06 1.50128e-06 2.40339e-06 4.94963e-06 4.51799e-06 4.56695e-06 5.16391e-06 3.43003e-06 2.48691e-06 0 1.59192e-05 1.65387e-06 0 1.88002e-06 2.5354e-06 2.14146e-06 3.76012e-06 0 3.30318e-06 0 3.85944e-06 3.15505e-06 2.95148e-06 2.2129e-06 2.86959e-06 1.8782e-06 0 0 2.45288e-06 2.90165e-06 0 0 4.38351e-06 4.57093e-06 5.24255e-06 6.8979e-06 0 2.73873e-06 0 2.45362e-06 1.90504e-06 4.97228e-06 5.23549e-06 2.45348e-05 4.63759e-06 3.40669e-06 0 4.33952e-06 0 3.02231e-06 0 2.91092e-06 Variance: 3.98699e-08 Variances/cluster: 3.8515e-08 2.3199e-08 0 4.45118e-08 5.31549e-08 2.87734e-08 0 1.89653e-08 3.43976e-08 1.96806e-08 2.94204e-08 0 3.01408e-08 2.75769e-08 1.99361e-08 2.77621e-08 2.67973e-31 6.86694e-32 1.32065e-07 9.38273e-08 3.99387e-08 2.70149e-08 0 4.4915e-08 4.19251e-08 1.97514e-08 1.90722e-08 3.19227e-08 4.30247e-08 1.69132e-07 3.61082e-08 2.76591e-08 2.6175e-08 0 7.5794e-07 1.99239e-08 0 1.75687e-08 2.56078e-08 2.71047e-08 3.35697e-08 0 3.93107e-08 0 2.67993e-08 3.94357e-08 4.09804e-08 2.01155e-08 2.31396e-08 1.91636e-08 0 0 2.3358e-08 3.53832e-08 0 0 3.59188e-08 3.06672e-08 2.7296e-08 2.82677e-08 0 2.608e-08 0 2.63807e-08 5.01283e-08 3.94498e-08 3.4892e-08 2.72576e-06 4.59015e-08 4.10416e-08 0 4.47333e-08 0 3.87347e-08 0 3.50597e-08 -------------------------------------------------------------- Initialization seed trial #576 of 1000; initialization seed = 493576801 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 726508 Distortion: 0.000213432 Distortions/cluster: 6.26917e-06 2.13146e-06 3.03323e-06 1.72115e-06 3.46666e-06 6.51495e-06 5.66505e-06 5.27597e-06 2.54787e-06 1.54332e-06 3.30558e-06 1.27319e-05 2.00648e-06 4.3735e-06 9.85484e-06 2.37044e-35 2.51193e-06 1.08283e-34 1.66849e-06 1.27749e-35 2.03564e-06 2.94768e-06 2.49706e-06 1.86658e-06 0 2.99921e-06 9.64317e-35 1.95076e-06 4.03006e-06 0 1.67068e-06 4.21222e-06 2.75116e-06 2.41392e-06 3.2305e-06 2.34366e-06 5.25522e-06 5.42751e-06 0 1.92164e-06 2.23889e-06 1.93924e-06 0 3.11046e-06 0 1.53674e-06 7.89415e-06 1.63452e-06 4.81569e-35 4.08083e-06 0 1.96461e-06 2.4919e-06 5.9104e-06 4.84115e-06 0 2.61903e-06 0 7.55938e-06 1.90504e-06 2.95246e-06 1.21693e-06 2.22308e-06 3.06422e-06 6.77539e-06 2.57467e-06 3.26219e-06 3.41882e-06 7.08749e-06 2.35921e-06 0 5.00231e-06 0 0 1.59341e-06 0 Variance: 3.65215e-08 Variances/cluster: 3.38763e-08 1.93752e-08 3.1926e-08 1.79271e-08 2.51185e-08 4.89693e-08 4.60424e-08 3.9656e-08 3.44285e-08 1.75361e-08 4.07962e-08 4.21448e-08 2.44671e-08 4.08604e-08 8.95767e-07 0 2.4151e-08 0 2.8277e-08 0 1.72496e-08 2.00499e-08 2.62825e-08 2.0738e-08 0 2.85607e-08 6.86694e-32 3.04782e-08 2.6167e-08 0 2.19807e-08 2.27668e-08 2.31162e-08 3.60255e-08 4.1951e-08 4.2609e-08 1.75159e-06 1.42782e-07 0 2.91132e-08 2.05378e-08 2.58541e-08 0 2.32103e-08 0 2.74393e-08 9.07286e-08 1.92279e-08 2.67973e-31 4.16375e-08 0 2.06779e-08 3.36717e-08 3.93959e-07 1.72882e-07 0 3.27349e-08 0 3.34377e-08 5.01283e-08 2.65964e-08 2.09796e-08 1.30756e-07 2.33887e-08 4.94406e-08 2.52388e-08 2.05151e-08 3.56096e-08 4.32024e-08 1.94959e-08 0 4.23793e-08 0 0 2.61188e-08 0 -------------------------------------------------------------- Initialization seed trial #577 of 1000; initialization seed = 493576802 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 722495 Distortion: 0.000230532 Distortions/cluster: 6.87682e-06 1.70425e-06 2.39818e-06 2.45348e-05 3.57599e-06 3.13735e-06 1.98303e-06 1.86186e-06 2.57361e-06 5.6883e-06 1.55729e-06 2.81348e-06 1.59192e-05 4.06776e-06 4.33445e-06 2.14003e-06 6.06755e-06 4.42649e-06 2.52241e-06 8.82504e-06 3.43342e-06 2.93423e-06 2.16546e-06 2.09572e-06 3.89154e-06 2.88713e-06 3.35348e-06 1.46373e-06 4.06693e-06 3.21717e-06 1.27749e-35 9.64317e-35 2.37044e-35 0 4.27414e-06 4.90256e-06 1.08283e-34 0 4.68246e-06 3.8839e-06 1.46319e-06 1.35634e-06 4.81569e-35 0 1.5677e-06 1.42376e-06 9.89457e-07 0 1.61653e-06 2.31031e-06 2.53637e-06 0 5.06903e-06 0 8.32213e-07 3.20581e-06 0 1.36145e-06 3.24381e-06 6.53651e-07 0 2.46841e-06 2.83442e-06 5.47785e-06 9.95789e-07 1.00659e-06 2.00607e-06 2.28489e-06 2.41015e-06 4.73056e-06 4.86503e-06 2.03147e-06 5.90267e-06 3.53609e-06 5.62654e-06 2.46588e-06 Variance: 3.94476e-08 Variances/cluster: 3.02844e-08 2.00477e-08 2.52417e-08 2.72576e-06 2.86054e-08 2.82619e-08 3.30477e-08 3.05196e-08 3.29921e-08 4.15071e-08 1.57288e-08 2.58096e-08 7.5794e-07 4.1075e-08 3.90363e-08 4.97639e-08 4.63022e-08 7.50001e-08 5.48301e-08 9.80458e-08 4.08705e-08 2.7679e-08 1.78943e-08 3.61308e-08 2.47847e-08 2.64851e-08 3.16337e-08 1.92579e-08 3.12737e-08 2.74941e-08 0 6.86694e-32 0 0 1.64378e-07 3.33399e-08 0 0 3.74479e-08 2.98735e-08 1.85193e-08 3.01382e-08 2.67973e-31 0 1.70387e-08 2.0337e-08 1.70576e-08 0 1.77625e-08 3.39722e-08 2.24438e-08 0 1.36956e-07 0 1.69822e-08 3.52259e-08 0 1.81511e-08 2.94865e-08 1.81553e-08 0 2.49305e-08 3.58759e-08 4.80364e-08 1.68763e-08 2.51618e-08 2.33244e-08 3.68509e-08 2.21096e-08 4.14825e-08 2.57386e-08 2.74499e-08 4.24525e-08 2.40528e-08 3.21412e-08 3.91376e-08 -------------------------------------------------------------- Initialization seed trial #578 of 1000; initialization seed = 493576803 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 498859 Distortion: 0.0358275 Distortions/cluster: 1.39385e-06 3.06232e-06 5.5616e-06 5.9788e-06 1.27749e-35 2.4778e-06 1.44234e-06 2.37044e-35 2.75265e-06 2.85499e-06 2.64967e-06 4.81569e-35 2.74021e-06 5.74903e-06 0 5.25522e-06 3.18513e-06 2.79119e-06 2.47384e-06 6.45786e-06 5.15477e-06 2.54683e-06 2.5368e-06 0 3.55743e-06 0 3.18164e-06 2.43819e-06 2.01889e-06 2.03779e-06 6.80527e-06 9.85484e-06 3.79322e-06 0 4.27414e-06 2.64434e-06 3.48522e-06 0 3.58626e-06 2.95746e-06 3.49174e-06 3.28288e-06 3.06738e-06 0 2.33724e-06 1.08283e-34 2.80592e-06 4.27475e-06 2.69767e-06 2.94494e-06 2.55562e-06 3.17706e-06 2.1813e-06 3.42767e-06 2.3185e-06 0.0356196 3.43435e-06 4.14703e-06 0 8.00262e-06 3.66505e-06 0 5.20702e-06 0 3.72158e-06 2.29995e-06 2.02338e-06 1.732e-06 3.46361e-06 0 2.60276e-06 3.05699e-06 1.66452e-06 1.88148e-06 2.11181e-06 2.64792e-06 Variance: 6.13064e-06 Variances/cluster: 2.84369e-08 4.13692e-08 3.02161e-08 2.76772e-08 0 2.66407e-08 4.6523e-08 0 1.14655e-07 1.0977e-07 2.13661e-08 2.67973e-31 3.55843e-08 2.80416e-08 0 1.75159e-06 2.46887e-08 3.62372e-08 3.13043e-08 4.0355e-07 2.81657e-08 4.10655e-08 2.30597e-08 0 3.82396e-08 0 2.16413e-08 1.90467e-08 3.60495e-08 2.57926e-08 3.24032e-08 8.95767e-07 2.98651e-08 0 1.64378e-07 1.88865e-08 2.90339e-08 0 2.37473e-08 2.68829e-08 2.58625e-08 4.31919e-08 2.39618e-08 0 3.33865e-08 0 2.59777e-08 2.83004e-08 3.69511e-08 3.38469e-08 3.31869e-08 3.37883e-08 3.46215e-08 2.46571e-08 2.06985e-08 0.035575 3.30196e-08 3.09379e-08 0 9.09302e-08 3.81651e-08 0 3.64011e-08 0 2.60227e-08 4.18045e-08 3.42832e-08 3.20715e-08 3.80491e-08 0 4.12999e-08 3.91887e-08 3.46745e-08 4.37515e-08 3.15091e-08 2.32254e-08 -------------------------------------------------------------- Initialization seed trial #579 of 1000; initialization seed = 493576804 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 594084 Distortion: 0.00416771 Distortions/cluster: 4.75554e-06 1.99576e-06 2.49009e-06 3.42703e-06 2.05695e-06 2.46187e-06 1.88821e-06 1.74953e-06 0 1.74326e-06 1.95689e-06 2.75419e-06 4.81569e-35 2.85499e-06 2.34419e-06 1.79707e-06 4.35604e-05 3.13351e-06 2.17743e-06 1.9331e-06 2.37044e-35 6.68365e-06 2.50033e-06 9.64317e-35 1.9438e-06 5.93618e-06 2.49439e-06 4.49074e-06 1.53004e-06 3.08625e-06 1.7342e-06 2.62438e-06 0 2.76344e-06 5.89713e-06 4.76504e-06 3.25222e-06 1.8795e-06 3.43832e-06 0 2.25929e-06 3.08805e-06 2.16207e-06 2.84049e-06 3.48803e-06 0 2.43618e-06 0 4.47163e-06 2.55616e-06 0 2.59664e-06 2.31499e-06 2.77946e-06 2.53742e-06 1.29687e-06 6.29615e-06 0 0.00391362 3.2028e-06 2.7582e-06 1.62551e-06 4.81021e-06 4.93133e-06 4.84194e-06 2.07527e-06 0 0 0 2.18093e-06 0 5.03693e-06 5.03222e-06 3.48204e-06 3.05334e-05 2.35124e-06 Variance: 7.1316e-07 Variances/cluster: 3.89682e-08 1.95641e-08 3.83057e-08 2.3796e-08 2.67112e-08 2.21771e-08 3.77609e-08 2.24279e-08 0 1.70893e-08 3.49421e-08 2.59799e-08 2.67973e-31 1.0977e-07 3.78064e-08 2.13918e-08 2.7222e-06 3.01271e-08 2.68795e-08 2.57726e-08 0 3.15162e-08 2.6317e-08 6.86694e-32 1.96322e-08 4.14983e-08 2.9002e-08 2.99357e-08 4.78096e-08 2.93902e-08 1.84474e-08 2.52322e-08 0 2.97115e-08 3.0865e-08 7.21908e-08 2.12539e-08 1.86073e-08 4.84124e-08 0 2.89627e-08 3.90764e-08 3.04493e-08 2.11958e-08 3.59474e-08 0 1.9031e-08 0 3.9212e-08 1.111e-07 0 1.96698e-08 2.46254e-08 2.80729e-08 3.6772e-08 2.54266e-08 4.46393e-08 0 0.00391989 2.54163e-08 3.40489e-08 3.69406e-08 1.65857e-07 3.65168e-08 4.17272e-08 2.16155e-08 0 0 0 2.94694e-08 0 4.19605e-08 3.22473e-08 2.38473e-08 3.08387e-07 3.61698e-08 -------------------------------------------------------------- Initialization seed trial #580 of 1000; initialization seed = 493576805 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 499314 Distortion: 0.0358337 Distortions/cluster: 3.02845e-06 1.56781e-06 2.75194e-06 0.0356196 2.94168e-06 4.35576e-06 2.37044e-35 2.69881e-06 6.38311e-06 4.81569e-35 4.09627e-06 2.34534e-06 4.75146e-06 1.95571e-06 5.61807e-06 3.65433e-06 2.55393e-06 4.4101e-06 2.5348e-06 2.72963e-06 3.22412e-06 1.08283e-34 1.27749e-35 5.11675e-06 2.07878e-06 2.78258e-06 3.89889e-06 5.70824e-06 2.55616e-06 3.88876e-06 5.60562e-06 4.09221e-06 4.89025e-06 2.75849e-06 0 0 4.26251e-06 1.78234e-06 2.9717e-06 3.04066e-06 0 5.80012e-06 4.48841e-06 1.58309e-06 2.60895e-06 4.26504e-06 3.16526e-06 0 0 0 7.8197e-06 2.64756e-06 0 6.45786e-06 0 9.85484e-06 2.23223e-06 3.60075e-06 2.88497e-06 0 3.59156e-06 5.19474e-06 0 0 2.95123e-06 4.72771e-06 0 0 4.01809e-06 0 6.80904e-06 5.0252e-06 0 0 5.25522e-06 2.11442e-06 Variance: 6.1317e-06 Variances/cluster: 3.60501e-08 2.00979e-08 2.89653e-08 0.035575 3.00145e-08 3.95947e-08 0 2.07582e-08 4.62396e-08 2.67973e-31 4.09591e-08 1.95428e-08 3.18786e-08 2.87579e-08 3.51016e-08 4.29882e-08 2.47925e-08 3.02035e-08 2.66791e-08 2.64987e-08 2.64249e-08 0 0 4.12506e-08 2.09956e-08 2.09192e-08 2.30683e-08 4.22706e-08 1.111e-07 3.77517e-08 2.74695e-08 3.09913e-08 7.40876e-08 1.86368e-08 0 0 4.21891e-08 2.70026e-08 2.60653e-08 2.37531e-08 0 5.4202e-08 4.11645e-08 3.2978e-08 1.04322e-07 2.33042e-08 1.95369e-08 0 0 0 5.21148e-08 2.30195e-08 0 4.0355e-07 0 8.95767e-07 1.48804e-07 1.09103e-07 2.36449e-08 0 3.06943e-08 3.41731e-08 0 0 2.73238e-08 3.04987e-08 0 0 4.2743e-08 0 4.25428e-08 3.69383e-08 0 0 1.75159e-06 1.93961e-08 -------------------------------------------------------------- Initialization seed trial #581 of 1000; initialization seed = 493576806 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 726851 Distortion: 0.000211297 Distortions/cluster: 5.36086e-06 3.40062e-06 2.19746e-06 3.16341e-06 5.23474e-06 1.59604e-06 2.3414e-06 4.63721e-06 2.79496e-06 3.517e-06 3.11449e-06 3.40647e-06 1.91636e-06 9.64317e-35 1.08283e-34 2.58654e-06 7.20542e-06 1.98435e-06 4.56695e-06 5.25815e-06 3.24429e-06 2.13983e-06 2.37044e-35 1.09363e-05 2.91296e-06 0 2.04368e-06 0 2.40431e-06 4.42822e-06 3.58494e-06 2.02988e-06 0 5.75727e-06 0 3.84759e-06 0 2.55397e-06 2.50123e-06 4.21929e-06 2.52631e-06 2.99687e-06 2.56645e-06 2.10526e-06 5.25522e-06 2.22308e-06 2.58043e-06 1.27749e-35 0 2.02e-06 2.17888e-06 2.93119e-06 0 1.85939e-06 0 5.9104e-06 0 0 1.41102e-06 4.01819e-06 2.15921e-06 3.27355e-06 3.9839e-06 2.5562e-06 2.3518e-06 3.00516e-06 1.84107e-06 0 4.81569e-35 3.41824e-06 9.85484e-06 0 3.95527e-06 3.09701e-06 8.55988e-06 5.77157e-06 Variance: 3.61562e-08 Variances/cluster: 3.20905e-08 2.31314e-08 2.58501e-08 2.18147e-08 4.47271e-08 3.32479e-08 2.43871e-08 3.96215e-08 3.67729e-08 4.08918e-08 3.79691e-08 2.64044e-08 2.85999e-08 6.86694e-32 0 2.58624e-08 3.95776e-08 2.96146e-08 1.69132e-07 1.34779e-07 2.01491e-08 1.8287e-08 0 4.37309e-08 2.4684e-08 0 1.96486e-08 0 3.53547e-08 4.02433e-08 3.1998e-08 2.89956e-08 0 2.98207e-08 0 5.41867e-08 0 2.38668e-08 2.33739e-08 2.34385e-08 3.00724e-08 1.86125e-08 3.7192e-08 2.36523e-08 1.75159e-06 1.30756e-07 2.68771e-08 0 0 2.21951e-08 2.2007e-08 3.53125e-08 0 2.38355e-08 0 3.93959e-07 0 0 2.20447e-08 6.08632e-08 2.13761e-08 3.03081e-08 3.86661e-08 1.98138e-08 2.08106e-08 4.00555e-08 2.19149e-08 0 2.67973e-31 3.92877e-08 8.95767e-07 0 2.20946e-08 3.64322e-08 9.61687e-08 4.40445e-08 -------------------------------------------------------------- Initialization seed trial #582 of 1000; initialization seed = 493576807 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 56 BIC score: 499568 Distortion: 0.0358388 Distortions/cluster: 4.20792e-06 4.49965e-06 2.32237e-06 3.08317e-06 4.94903e-06 2.20984e-06 5.01921e-06 3.96166e-06 6.45786e-06 3.98938e-06 2.71689e-06 2.37044e-35 3.02156e-06 3.78187e-06 6.83535e-06 5.54074e-06 3.2692e-06 3.45075e-06 0 4.81569e-35 3.96804e-06 0 0 2.77332e-06 4.59754e-06 2.57127e-06 0.0356196 3.97221e-06 3.71591e-06 3.02741e-06 1.42124e-06 0 1.08283e-34 2.2772e-06 0 3.89634e-06 4.16067e-06 4.87516e-06 5.25522e-06 4.62481e-06 5.2247e-06 5.12145e-06 3.81952e-06 6.82349e-06 0 3.31262e-06 3.2492e-06 9.85484e-06 4.01295e-06 2.60517e-06 0 4.56695e-06 3.99254e-06 4.66297e-06 1.27749e-35 0 0 0 8.16378e-06 0 0 3.99609e-06 0 0 3.07993e-06 6.17584e-06 0 4.7834e-06 2.69975e-06 2.78029e-06 0 3.62619e-06 0 0 6.27597e-06 0 Variance: 6.13259e-06 Variances/cluster: 3.56574e-08 4.08925e-08 2.44437e-08 3.71437e-08 3.19188e-08 1.99062e-08 3.92095e-08 3.04713e-08 4.0355e-07 2.33277e-08 2.38297e-08 0 2.30633e-08 3.89766e-08 4.35228e-08 1.38473e-07 3.59136e-08 2.97453e-08 0 2.67973e-31 5.66691e-08 0 0 1.96666e-08 4.21654e-08 3.13541e-08 0.035575 2.75824e-08 2.36661e-08 2.82903e-08 2.05957e-08 0 0 2.29995e-08 0 2.05052e-08 3.78123e-08 2.78556e-08 1.75159e-06 4.24258e-08 4.04884e-08 2.78316e-08 2.37216e-08 3.08654e-08 0 2.38297e-08 4.27396e-08 8.95767e-07 4.72069e-08 3.5684e-08 0 1.69132e-07 3.66256e-08 3.91717e-08 0 0 0 0 9.38273e-08 0 0 2.32311e-08 0 0 2.31546e-08 5.46487e-08 0 3.36829e-08 3.8012e-08 2.64766e-08 0 4.12041e-08 0 0 3.31954e-08 0 -------------------------------------------------------------- Initialization seed trial #583 of 1000; initialization seed = 493576808 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 727669 Distortion: 0.000204655 Distortions/cluster: 4.50168e-06 4.15554e-06 2.51865e-06 1.88064e-06 6.45786e-06 3.71008e-06 2.05453e-06 2.46702e-06 3.54423e-06 2.1063e-06 4.93287e-06 2.35007e-06 2.62745e-06 4.70473e-06 2.04523e-06 1.55577e-06 4.71544e-06 4.81569e-35 7.89415e-06 2.60924e-06 1.60284e-06 2.37044e-35 2.52507e-06 9.64317e-35 2.66065e-06 0 2.25257e-06 3.60586e-06 2.13045e-06 1.66548e-06 1.41398e-06 2.35197e-06 2.06691e-06 0 1.86522e-06 5.49609e-06 3.74808e-06 2.32553e-06 3.37938e-06 1.73186e-06 1.86939e-06 4.48561e-06 1.10286e-06 1.56782e-06 2.2945e-06 1.81858e-06 3.7194e-06 2.07449e-06 3.29021e-06 2.35867e-06 3.62324e-06 4.65799e-06 2.85499e-06 3.45246e-06 4.27414e-06 4.59923e-06 1.91747e-06 1.54901e-06 9.85484e-06 1.27749e-35 2.4608e-06 3.48148e-06 2.57519e-06 2.03805e-06 1.82994e-06 3.71043e-06 1.08283e-34 2.95055e-06 3.65646e-06 3.58942e-06 5.25522e-06 1.27823e-06 2.8114e-06 0 0 0 Variance: 3.50198e-08 Variances/cluster: 2.9413e-08 3.37819e-08 3.49696e-08 1.89948e-08 4.0355e-07 3.86339e-08 2.25746e-08 3.91467e-08 2.68473e-08 3.34307e-08 3.52234e-08 1.895e-08 2.57562e-08 2.83393e-08 3.65188e-08 3.17484e-08 4.9104e-08 2.67973e-31 9.07286e-08 5.55106e-08 4.85667e-08 0 3.76763e-08 6.86694e-32 3.54722e-08 0 4.02209e-08 2.38778e-08 2.08849e-08 3.62041e-08 2.61824e-08 3.35969e-08 2.0462e-08 0 2.8258e-08 2.90703e-08 2.14157e-08 3.57742e-08 3.51913e-08 3.20686e-08 2.03171e-08 2.82021e-08 2.50628e-08 2.23954e-08 2.83246e-08 3.36661e-08 4.27374e-08 2.62571e-08 2.16442e-08 2.74239e-08 2.3679e-08 3.97991e-08 1.0977e-07 3.08228e-08 1.64378e-07 3.92971e-08 2.81956e-08 2.34677e-08 8.95767e-07 0 1.11816e-07 2.92536e-08 3.25944e-08 2.61266e-08 2.34587e-08 2.15704e-08 0 1.78806e-08 4.01676e-08 3.66146e-08 1.75159e-06 3.27726e-08 2.17916e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #584 of 1000; initialization seed = 493576809 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 594387 Distortion: 0.00414659 Distortions/cluster: 2.09848e-06 1.34233e-06 5.85609e-06 1.09951e-06 1.81325e-06 4.56695e-06 2.0145e-06 1.59367e-06 2.64344e-06 8.03455e-06 4.16168e-06 5.06866e-06 6.77257e-06 2.40873e-06 1.67599e-06 1.62139e-06 1.69549e-06 5.25815e-06 3.57986e-06 3.32307e-06 3.59431e-06 2.01148e-06 1.59192e-05 4.81569e-35 1.3688e-05 1.56946e-06 2.45348e-05 1.52611e-06 2.10628e-06 0 1.94851e-06 2.00774e-06 1.07386e-06 2.26134e-06 2.51373e-06 1.70267e-06 1.49007e-06 9.64317e-35 2.08667e-06 2.67328e-06 1.95987e-06 1.47131e-06 0.00391362 2.37044e-35 1.7513e-06 1.33532e-06 2.71482e-06 0 8.55988e-06 2.00206e-06 1.07021e-05 0 1.80244e-06 1.47318e-06 1.18626e-06 2.01444e-06 1.87677e-06 2.37564e-06 0 2.00751e-06 0 1.69302e-06 0 3.43392e-06 6.73035e-06 3.27035e-06 1.62802e-06 2.24006e-06 6.49226e-06 2.13514e-06 3.08708e-06 5.37557e-06 0 0 1.93546e-06 2.37985e-06 Variance: 7.09547e-07 Variances/cluster: 3.13182e-08 2.13045e-08 4.33643e-08 3.23361e-08 2.66631e-08 1.69132e-07 2.1429e-08 2.04293e-08 2.59136e-08 4.18332e-08 3.78301e-08 4.25798e-08 4.70166e-08 2.56218e-08 1.74562e-08 2.07852e-08 1.82295e-08 1.34779e-07 4.83619e-08 2.29157e-08 4.38292e-08 2.68172e-08 7.5794e-07 2.67973e-31 4.47173e-08 3.26952e-08 2.72576e-06 2.72495e-08 3.00869e-08 0 2.37602e-08 1.98765e-08 3.97691e-08 2.62923e-08 3.22245e-08 2.30063e-08 3.04068e-08 6.86694e-32 2.39825e-08 2.90549e-08 2.15352e-08 2.49352e-08 0.00391989 0 1.86292e-08 3.81486e-08 2.225e-08 0 9.61687e-08 2.06374e-08 3.35378e-08 0 3.40054e-08 4.75179e-08 2.69583e-08 3.19724e-08 2.93219e-08 1.97952e-08 0 3.13647e-08 0 1.59705e-08 0 3.01195e-08 4.28547e-08 2.08285e-08 3.69982e-08 1.96479e-08 4.91691e-08 3.95362e-08 2.30357e-08 4.1337e-08 0 0 2.58039e-08 2.55876e-08 -------------------------------------------------------------- Initialization seed trial #585 of 1000; initialization seed = 493576810 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 28 BIC score: 493702 Distortion: 0.0397604 Distortions/cluster: 2.3365e-06 2.67559e-06 5.20788e-06 3.55532e-06 1.65304e-06 2.72854e-06 3.1521e-06 2.80917e-06 9.60639e-07 8.82504e-06 2.86953e-06 2.4021e-06 3.10625e-06 2.81739e-06 2.44024e-06 4.81569e-35 2.20267e-06 1.75849e-06 0.0356196 2.45348e-05 0.00391362 4.82466e-06 3.76988e-06 2.97339e-06 4.15812e-06 2.681e-06 2.29953e-06 3.71531e-06 1.98172e-06 2.89383e-06 2.04834e-06 1.99664e-06 3.56319e-06 2.00016e-06 2.895e-06 2.00153e-06 1.97921e-06 5.45369e-06 4.69273e-06 2.37044e-35 1.66982e-06 0 2.62665e-06 5.04634e-06 2.83932e-06 0 4.56695e-06 3.10574e-06 3.01277e-06 4.15347e-06 2.71209e-06 1.4776e-06 3.554e-06 3.03672e-06 2.18295e-06 1.74717e-06 3.26721e-06 0 2.33873e-06 3.50527e-06 0 0 0 3.8687e-06 2.71483e-06 0 2.24232e-06 6.03454e-06 1.78869e-06 2.60812e-06 0 0 2.94902e-06 1.59192e-05 3.35414e-06 2.96392e-06 Variance: 6.80363e-06 Variances/cluster: 2.48542e-08 2.908e-08 3.08056e-08 5.30598e-08 2.01571e-08 3.7374e-08 3.06003e-08 2.50796e-08 1.84721e-08 9.80458e-08 3.49914e-08 3.58489e-08 4.14038e-08 4.14185e-08 3.04999e-08 2.67973e-31 2.34306e-08 1.99805e-08 0.035575 2.72576e-06 0.00391989 3.92122e-08 6.85204e-08 3.62586e-08 3.84884e-08 2.43703e-08 3.38141e-08 2.38138e-08 2.83078e-08 2.11203e-08 4.99556e-08 1.81496e-08 2.05947e-08 2.02019e-08 3.57289e-08 3.07901e-08 3.09224e-08 3.18826e-08 1.26789e-07 0 1.7762e-08 0 2.08446e-08 3.40858e-08 2.62869e-08 0 1.69132e-07 2.42607e-08 3.54329e-08 3.54884e-08 2.08604e-08 1.73821e-08 5.22489e-08 2.39089e-08 2.09881e-08 1.78267e-08 3.55101e-08 0 2.4878e-08 3.65099e-08 0 0 0 3.64862e-08 3.52548e-08 0 2.21992e-08 3.04674e-08 3.37377e-08 2.83467e-08 0 0 3.77956e-08 7.5794e-07 4.9321e-08 3.57068e-08 -------------------------------------------------------------- Initialization seed trial #586 of 1000; initialization seed = 493576811 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 493827 Distortion: 0.040004 Distortions/cluster: 4.04824e-06 2.69917e-06 2.91676e-06 2.7899e-06 4.52631e-06 2.6203e-06 2.43119e-06 1.73344e-06 2.89943e-06 2.35093e-06 0.00391362 3.82076e-06 2.72778e-06 1.86731e-06 3.08407e-06 3.9437e-06 3.53137e-06 3.7813e-06 2.37044e-35 5.25522e-06 2.82912e-06 3.69313e-06 3.11929e-06 0 9.85484e-06 4.01019e-06 1.89327e-06 2.6433e-06 3.18909e-06 5.88324e-06 5.9104e-06 2.66141e-06 2.28517e-06 3.3736e-06 0.000271758 2.61516e-06 0 2.75265e-06 3.30471e-06 0.0356196 2.30845e-06 3.64406e-06 0 1.97605e-06 3.30246e-06 4.51845e-06 3.02501e-06 2.57481e-06 1.45525e-06 2.22308e-06 0 3.53209e-06 3.1655e-06 3.19185e-06 0 0 0 4.50592e-06 4.30172e-06 3.47819e-06 1.54982e-06 0 1.64347e-06 0 4.14089e-06 2.85499e-06 1.75701e-06 3.55679e-06 2.08365e-06 0 0 3.17665e-06 2.80439e-06 3.15817e-06 4.30978e-06 3.7601e-06 Variance: 6.84531e-06 Variances/cluster: 4.0469e-08 2.10854e-08 3.55585e-08 2.63167e-08 3.86738e-08 2.8792e-08 3.07649e-08 4.95225e-08 3.91696e-08 1.92683e-08 0.00391989 2.34382e-08 2.37173e-08 2.09791e-08 2.00241e-08 3.52001e-08 1.41244e-07 3.31585e-08 0 1.75159e-06 4.35114e-08 3.92756e-08 2.83547e-08 0 8.95767e-07 3.85468e-08 2.66627e-08 3.03801e-08 3.98602e-08 3.09542e-08 3.93959e-07 3.45607e-08 3.1301e-08 3.37333e-08 3.3138e-06 3.7357e-08 0 1.14655e-07 2.29467e-08 0.035575 2.81493e-08 3.06195e-08 0 1.97581e-08 2.07684e-08 4.96378e-08 3.47599e-08 2.76838e-08 3.16338e-08 1.30756e-07 0 2.55926e-08 4.11067e-08 2.8244e-08 0 0 0 2.71352e-08 2.19456e-08 2.12066e-08 3.09931e-08 0 2.78527e-08 0 4.45109e-08 1.0977e-07 1.09806e-07 3.14731e-08 2.28952e-08 0 0 2.35285e-08 3.5951e-08 2.37436e-08 2.39412e-08 3.0071e-08 -------------------------------------------------------------- Initialization seed trial #587 of 1000; initialization seed = 493576812 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 498517 Distortion: 0.0358284 Distortions/cluster: 2.30496e-06 3.02921e-06 1.71813e-06 2.8085e-06 5.33928e-06 2.47239e-06 2.74999e-06 2.02993e-06 3.85996e-06 1.57971e-06 5.25522e-06 2.61122e-06 2.37044e-35 3.62379e-06 3.04792e-06 2.22228e-06 2.48885e-06 1.27749e-35 2.91395e-06 5.2913e-06 2.80067e-06 6.2423e-06 4.71771e-06 2.31825e-06 3.64843e-06 2.01281e-06 1.471e-06 2.16174e-06 4.81569e-35 2.63628e-06 2.82811e-06 9.85484e-06 3.10744e-06 2.54177e-06 0 8.39942e-06 3.8297e-06 2.51713e-06 1.69328e-06 0 0.0356196 2.99346e-06 4.39437e-06 1.84861e-06 3.79594e-06 5.03467e-06 3.13079e-06 1.83729e-06 4.97607e-06 6.45786e-06 1.08308e-06 3.1455e-06 2.43598e-06 2.11603e-06 4.481e-06 4.56695e-06 2.19302e-06 0 2.04283e-06 1.83871e-06 2.19088e-06 1.08283e-34 3.17718e-06 3.2122e-06 3.20541e-06 4.23056e-06 3.48982e-06 1.95721e-06 0 2.99967e-06 2.67197e-06 0 0 5.2473e-06 0 0 Variance: 6.13081e-06 Variances/cluster: 3.7784e-08 3.56259e-08 2.0452e-08 3.26541e-08 2.68217e-08 1.69327e-08 2.59403e-08 2.56931e-08 3.78305e-08 1.79491e-08 1.75159e-06 3.18342e-08 0 3.62259e-08 4.17384e-08 2.58381e-08 1.88533e-08 0 3.31101e-08 1.35629e-07 3.733e-08 2.9304e-08 2.56372e-08 2.16634e-08 4.14469e-08 1.91673e-08 2.29824e-08 3.17876e-08 2.67973e-31 3.06443e-08 2.79919e-08 8.95767e-07 3.78836e-08 2.51639e-08 0 9.43662e-08 2.22638e-08 3.54498e-08 1.94607e-08 0 0.035575 2.43349e-08 4.52886e-08 2.60344e-08 3.99441e-08 2.67778e-08 3.86483e-08 3.28065e-08 3.03389e-08 4.0355e-07 2.46134e-08 5.33088e-08 2.15555e-08 2.46021e-08 5.14902e-08 1.69132e-07 2.7757e-08 0 2.61879e-08 3.60501e-08 3.1288e-08 0 5.38456e-08 3.8228e-08 2.18036e-08 3.30483e-08 2.50984e-08 3.37424e-08 0 3.8454e-08 4.76978e-08 0 0 3.01543e-08 0 0 -------------------------------------------------------------- Initialization seed trial #588 of 1000; initialization seed = 493576813 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 722936 Distortion: 0.000231461 Distortions/cluster: 4.27562e-06 3.77589e-06 5.14105e-06 3.37916e-06 7.80088e-06 3.41283e-06 1.27749e-35 1.42826e-05 3.29946e-06 4.81569e-35 2.59741e-06 4.35558e-06 4.74944e-06 2.79354e-06 3.90161e-06 2.3234e-06 9.64317e-35 2.92303e-06 6.08747e-06 3.04162e-06 3.82333e-06 3.07671e-06 2.1207e-06 0 2.69322e-06 2.01189e-06 3.06808e-06 2.37044e-35 5.32663e-06 3.45468e-06 4.26189e-07 3.52696e-06 5.42606e-06 3.26387e-06 3.58214e-06 3.79815e-06 2.52541e-06 3.78094e-06 0 0 1.08283e-34 4.05709e-06 2.45348e-05 3.3792e-06 3.20932e-06 0 3.48529e-06 0 3.41024e-06 4.18279e-06 0 0 2.13316e-06 3.11783e-06 2.29296e-06 2.32462e-06 3.24322e-06 5.07983e-06 4.23075e-06 2.04848e-06 0 0 3.21995e-06 2.54901e-06 0 2.9079e-06 3.72809e-06 4.49773e-06 3.45808e-06 0 2.79883e-06 3.35499e-06 0 4.17114e-06 0 0 Variance: 3.96066e-08 Variances/cluster: 2.40183e-08 4.44083e-08 2.83942e-08 2.70309e-08 9.17661e-08 2.79716e-08 0 7.14025e-07 2.3907e-08 2.67973e-31 2.76296e-08 6.22169e-08 3.1032e-08 2.56258e-08 3.25029e-08 3.68679e-08 6.86694e-32 3.89707e-08 3.58055e-08 2.37606e-08 4.60489e-08 2.52167e-08 1.98174e-08 0 2.44811e-08 2.09553e-08 3.29872e-08 0 2.77404e-08 3.88136e-08 1.42054e-07 3.79119e-08 1.39083e-07 3.93213e-08 2.96018e-08 5.34903e-08 4.20864e-08 2.77981e-08 0 0 0 4.18221e-08 2.72576e-06 3.15786e-08 3.77442e-08 0 3.95937e-08 0 2.31961e-08 3.87169e-08 0 0 2.56982e-08 4.32888e-08 2.72947e-08 2.55431e-08 3.72751e-08 2.09028e-08 2.2502e-08 2.76731e-08 0 0 3.78693e-08 3.58901e-08 0 2.12231e-08 5.03644e-08 2.97764e-08 1.32991e-07 0 3.63456e-08 2.34591e-08 0 3.59466e-08 0 0 -------------------------------------------------------------- Initialization seed trial #589 of 1000; initialization seed = 493576814 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 498183 Distortion: 0.0358697 Distortions/cluster: 2.85499e-06 2.86378e-06 3.10001e-05 1.6468e-06 1.51256e-06 2.23735e-06 3.00684e-06 3.7924e-06 1.7028e-06 3.13877e-06 2.98747e-06 3.00735e-06 2.23832e-06 3.59055e-06 3.95807e-06 2.55616e-06 1.27749e-35 3.20753e-06 4.49281e-06 3.36229e-06 2.04022e-06 1.62551e-06 3.43168e-06 2.37044e-35 3.04531e-06 1.88849e-06 0 2.29781e-06 2.51379e-06 4.8909e-06 3.23644e-06 2.45952e-06 2.06718e-06 2.24428e-06 3.50909e-06 3.91942e-06 1.08283e-34 0 2.02263e-06 1.66956e-06 2.02493e-06 4.81569e-35 0 0.0356196 0 1.15543e-06 2.62353e-06 0 1.93213e-06 4.12721e-06 2.37955e-06 2.45132e-06 4.35604e-05 1.37438e-06 2.02639e-06 3.45785e-06 4.81021e-06 5.1716e-06 2.7066e-06 4.5079e-06 1.44272e-06 2.53941e-06 0 2.19407e-06 3.19294e-06 3.22197e-06 1.95981e-06 2.67499e-06 3.52011e-06 1.90857e-06 2.68823e-06 5.01952e-06 3.40286e-06 3.08238e-06 0 2.96884e-06 Variance: 6.13787e-06 Variances/cluster: 1.0977e-07 2.07502e-08 3.09968e-07 2.38645e-08 1.86714e-08 2.63192e-08 3.62151e-08 3.10751e-08 1.66926e-08 3.20177e-08 3.31911e-08 3.2678e-08 2.03466e-08 3.7004e-08 2.62038e-08 1.111e-07 0 2.78823e-08 2.89763e-08 4.30919e-08 3.13852e-08 2.57987e-08 3.85455e-08 0 3.27349e-08 2.248e-08 0 2.1079e-08 2.09464e-08 3.0565e-08 2.99644e-08 4.23925e-08 2.27135e-08 2.8051e-08 3.81399e-08 4.45351e-08 0 0 1.72859e-08 1.72099e-08 3.43095e-08 2.67973e-31 0 0.035575 0 1.62717e-08 3.23866e-08 0 2.4768e-08 8.42207e-08 2.47848e-08 2.16912e-08 2.7222e-06 3.05315e-08 3.75134e-08 5.31931e-08 1.65857e-07 2.53488e-08 2.09795e-08 2.51813e-08 2.00359e-08 3.78988e-08 0 2.46503e-08 3.09969e-08 3.92796e-08 3.99828e-08 3.99133e-08 3.38371e-08 1.96738e-08 3.53686e-08 2.69843e-08 3.8231e-08 3.38694e-08 0 3.66491e-08 -------------------------------------------------------------- Initialization seed trial #590 of 1000; initialization seed = 493576815 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 594141 Distortion: 0.00416994 Distortions/cluster: 2.73112e-06 2.65422e-06 5.11331e-06 4.35604e-05 3.15892e-06 4.05609e-06 3.595e-06 2.88809e-06 3.53484e-06 2.37044e-35 3.15058e-06 1.84927e-06 3.42494e-06 4.42544e-06 3.62857e-06 4.35596e-06 2.17716e-06 2.18506e-06 2.04089e-06 3.95806e-06 9.64317e-35 1.85591e-06 2.02491e-06 2.2106e-06 3.036e-06 2.71241e-06 0 3.42572e-06 0 3.08464e-05 4.54917e-06 3.6425e-06 2.17473e-06 3.73232e-06 0 3.89736e-06 3.66399e-06 4.00332e-06 2.59685e-06 0 3.02993e-06 2.24228e-06 3.3925e-06 3.68964e-06 2.81863e-06 3.81402e-06 2.54733e-06 1.93246e-06 2.85551e-06 0 2.17287e-06 0 2.97389e-06 6.05709e-06 2.5482e-06 0 1.72149e-06 0 0 0 4.92211e-06 0 0 4.51086e-06 3.24194e-06 2.94889e-06 0.00391362 4.02214e-06 2.31815e-06 3.18163e-06 5.45938e-06 0 4.81569e-35 1.82166e-06 2.29007e-06 2.94429e-06 Variance: 7.13542e-07 Variances/cluster: 3.06768e-08 2.62771e-08 1.7043e-07 2.7222e-06 3.58851e-08 3.24382e-08 4.92422e-08 2.85924e-08 2.80511e-08 0 3.49951e-08 2.12542e-08 2.97722e-08 2.58776e-08 3.12775e-08 2.82828e-08 2.98217e-08 2.25244e-08 1.87221e-08 5.27581e-08 6.86694e-32 2.81168e-08 2.00465e-08 1.79708e-08 2.50887e-08 1.90992e-08 0 2.19578e-08 0 3.0843e-07 3.01171e-08 3.87374e-08 2.5582e-08 2.07333e-08 0 3.38873e-08 4.63642e-08 3.48003e-08 4.18708e-08 0 2.72943e-08 2.83808e-08 4.13684e-08 2.24958e-08 2.23674e-08 4.01451e-08 2.10505e-08 2.76042e-08 2.50461e-08 0 3.39399e-08 0 4.71903e-08 6.30888e-08 3.26664e-08 0 3.24701e-08 0 0 0 1.32986e-07 0 0 3.63749e-08 3.81279e-08 3.46899e-08 0.00391989 4.41953e-08 5.65361e-08 3.97577e-08 2.79876e-08 0 2.67973e-31 2.16844e-08 2.04447e-08 3.72583e-08 -------------------------------------------------------------- Initialization seed trial #591 of 1000; initialization seed = 493576816 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 726941 Distortion: 0.000211158 Distortions/cluster: 1.5154e-06 1.95683e-06 6.19702e-06 3.71743e-06 1.29294e-06 3.32244e-06 5.77743e-06 2.22308e-06 1.91684e-06 2.21571e-06 1.79984e-06 1.98429e-06 9.64317e-35 2.36081e-06 4.81569e-35 4.04426e-06 3.66361e-06 6.57084e-06 2.50162e-06 2.37044e-35 4.02205e-06 1.84872e-06 2.92183e-06 3.37365e-06 2.06102e-06 4.51861e-06 0 4.69273e-06 4.70857e-06 3.04369e-06 4.73235e-06 2.15133e-06 2.5239e-06 2.00304e-06 5.25522e-06 5.40953e-06 3.38659e-06 5.1885e-06 5.9104e-06 2.91607e-06 8.82504e-06 2.96957e-06 0 2.56193e-06 5.32878e-06 0 2.0442e-06 2.66004e-06 2.59654e-06 0 1.08283e-34 0 1.27749e-35 4.86907e-06 4.81198e-06 9.85484e-06 0 1.68349e-06 7.15204e-06 2.61881e-06 0 1.67213e-06 2.35576e-06 4.39063e-06 0 1.0968e-06 1.5014e-06 0 0 2.79992e-06 2.06747e-06 4.97841e-06 1.81009e-06 4.56695e-06 2.2139e-06 0 Variance: 3.61324e-08 Variances/cluster: 2.36757e-08 2.83565e-08 3.05171e-08 5.23423e-08 3.07824e-08 3.90747e-08 4.51215e-08 1.30756e-07 2.7778e-08 2.6693e-08 2.04509e-08 3.36294e-08 6.86694e-32 2.33723e-08 2.67973e-31 3.77846e-08 2.24742e-08 3.79694e-08 3.38028e-08 0 2.42271e-08 2.98153e-08 3.60688e-08 2.74256e-08 1.96265e-08 2.97247e-08 0 1.26789e-07 4.27919e-08 1.89032e-08 6.4805e-08 3.98359e-08 2.15696e-08 2.78176e-08 1.75159e-06 2.39339e-08 5.29108e-08 4.11651e-08 3.93959e-07 2.31407e-08 9.80458e-08 1.96637e-08 0 2.43972e-08 4.09784e-08 0 2.46267e-08 4.09202e-08 3.70911e-08 0 0 0 0 4.12497e-08 2.76527e-08 8.95767e-07 0 1.91289e-08 3.17765e-08 3.58714e-08 0 2.35491e-08 1.91508e-08 2.48034e-08 0 3.78175e-08 2.38297e-08 0 0 1.95782e-08 2.43204e-08 3.16992e-08 3.06767e-08 1.69132e-07 3.25544e-08 0 -------------------------------------------------------------- Initialization seed trial #592 of 1000; initialization seed = 493576817 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 498833 Distortion: 0.035837 Distortions/cluster: 3.86919e-06 1.03885e-06 5.25522e-06 5.25321e-06 2.82279e-06 0 2.31457e-06 4.91582e-06 2.64054e-06 9.85484e-06 1.638e-06 4.81569e-35 1.42279e-06 2.7853e-06 1.81998e-06 1.062e-05 2.26084e-06 3.5995e-06 6.45786e-06 2.02867e-06 1.53691e-06 1.42639e-06 4.56695e-06 3.24466e-06 2.33371e-06 5.78184e-06 8.70001e-06 6.31734e-06 1.72804e-06 2.20753e-06 1.25921e-06 1.50572e-06 2.25873e-06 2.13986e-06 6.96183e-06 2.37044e-35 4.65618e-06 3.80787e-06 2.83507e-06 0.0356196 1.5791e-06 5.83073e-06 0 1.85021e-06 1.54904e-06 1.07439e-06 3.75074e-06 8.31638e-06 9.97475e-06 3.55563e-06 1.11757e-06 3.14797e-06 4.69273e-06 6.47094e-06 1.27749e-35 1.3154e-06 0 1.84433e-06 0 3.44301e-06 0 0 1.10918e-06 1.89541e-06 2.03641e-06 2.34326e-06 0 0 0 1.2219e-06 1.08283e-34 2.95072e-06 2.40844e-06 0 1.58452e-06 8.56599e-06 Variance: 6.13228e-06 Variances/cluster: 2.46424e-08 1.88864e-08 1.75159e-06 4.37623e-08 2.13829e-08 0 1.97809e-08 3.61428e-08 2.20026e-08 8.95767e-07 1.72406e-08 2.67973e-31 2.33217e-08 2.67794e-08 2.09174e-08 3.44691e-08 2.23825e-08 2.70615e-08 4.0355e-07 2.7412e-08 1.76641e-08 1.76077e-08 1.69132e-07 5.1498e-08 3.5356e-08 5.40312e-08 9.77428e-08 3.39531e-08 2.18719e-08 2.56667e-08 2.99785e-08 1.65444e-08 4.26139e-08 2.05737e-08 4.73453e-08 0 7.38827e-08 4.0506e-08 2.24983e-08 0.035575 1.61119e-08 3.42872e-08 0 2.68122e-08 2.31179e-08 1.73273e-08 4.12144e-08 4.05548e-08 5.24818e-08 3.55531e-08 2.03171e-08 2.34903e-08 1.26789e-07 4.75651e-08 0 1.8017e-08 0 3.02321e-08 0 4.3034e-08 0 0 2.13278e-08 2.56106e-08 2.48314e-08 2.39087e-08 0 0 0 1.67363e-08 0 3.59816e-08 2.27191e-08 0 3.04687e-08 4.62878e-08 -------------------------------------------------------------- Initialization seed trial #593 of 1000; initialization seed = 493576818 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 594380 Distortion: 0.00412144 Distortions/cluster: 1.33067e-06 2.19078e-06 2.03194e-06 2.11115e-06 6.54811e-06 1.67544e-06 7.32324e-06 6.72518e-06 2.69892e-06 3.20177e-06 2.77058e-06 5.83327e-06 2.35762e-06 2.01082e-06 2.64834e-06 2.62581e-06 1.59189e-06 2.09443e-06 6.45786e-06 1.58252e-06 2.89911e-06 4.81569e-35 1.96221e-06 1.9632e-06 4.47552e-06 2.65828e-06 1.46189e-06 2.06319e-06 2.21096e-06 5.5934e-06 3.19679e-06 4.06936e-06 2.10978e-06 4.27414e-06 2.87555e-06 0 2.55616e-06 1.74493e-06 4.26578e-06 5.43542e-06 1.55976e-06 2.3787e-06 9.64317e-35 1.84401e-06 2.85499e-06 2.33378e-06 1.39243e-06 2.07769e-06 6.06823e-06 2.37044e-35 2.5756e-06 2.13716e-06 1.42933e-06 2.22373e-06 0 2.49985e-06 0 7.70874e-06 1.76913e-06 2.27476e-06 1.94498e-06 1.72978e-06 3.39914e-06 2.00851e-06 5.25522e-06 1.81815e-06 1.58259e-06 2.185e-06 0 1.42969e-06 5.21617e-06 0.00391362 9.85484e-06 0 6.63931e-06 0 Variance: 7.05243e-07 Variances/cluster: 2.37599e-08 2.30588e-08 2.8219e-08 3.57794e-08 4.27843e-08 1.70949e-08 3.85311e-08 4.63657e-08 2.87095e-08 3.81129e-08 5.89427e-08 2.99043e-08 2.08615e-08 2.39354e-08 2.18852e-08 2.22507e-08 2.2107e-08 3.43318e-08 4.0355e-07 2.87705e-08 2.04145e-08 2.67973e-31 2.13265e-08 1.96298e-08 4.42973e-08 1.8986e-08 2.35767e-08 2.08384e-08 2.37717e-08 4.17281e-08 2.59873e-08 9.68806e-08 2.39727e-08 1.64378e-07 2.93397e-08 0 1.111e-07 3.17232e-08 3.0038e-08 3.21517e-08 2.39939e-08 1.94952e-08 6.86694e-32 2.42612e-08 1.0977e-07 3.15348e-08 2.96236e-08 3.3509e-08 4.59565e-08 0 4.44031e-08 2.7397e-08 3.24817e-08 4.94119e-08 0 1.95284e-08 0 4.97179e-08 1.90212e-08 5.16946e-08 4.52283e-08 1.88003e-08 2.32796e-08 3.08977e-08 1.75159e-06 3.4962e-08 2.05507e-08 3.26092e-08 0 2.34352e-08 2.94602e-08 0.00391989 8.95767e-07 0 4.48468e-08 0 -------------------------------------------------------------- Initialization seed trial #594 of 1000; initialization seed = 493576819 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 726785 Distortion: 0.000211517 Distortions/cluster: 2.6093e-06 3.22302e-06 1.4033e-06 2.37891e-06 2.56246e-06 5.20594e-06 3.72599e-06 2.81737e-06 2.61612e-06 0 4.56695e-06 4.94697e-06 7.89415e-06 9.64317e-35 6.15331e-06 3.11358e-06 1.84589e-06 6.25405e-06 3.49894e-06 3.23185e-06 6.90746e-06 2.96592e-06 5.25522e-06 3.0494e-06 6.45786e-06 2.37044e-35 2.77878e-06 3.34642e-06 2.41968e-06 0 5.48653e-06 4.26785e-06 2.39497e-06 0 4.10841e-06 3.81752e-06 2.23956e-06 2.28677e-06 0 3.01829e-06 2.33423e-06 1.35658e-06 1.77573e-06 1.27749e-35 9.85484e-06 4.44698e-06 0 2.89674e-06 2.45439e-06 0 3.32819e-06 3.27941e-06 3.10367e-06 1.08283e-34 4.12352e-06 2.65246e-06 3.62488e-06 4.0293e-06 0 0 0 3.5562e-06 1.46862e-06 2.88797e-06 2.34678e-06 4.89588e-06 0 2.58788e-06 3.18453e-06 0 3.66805e-06 2.48219e-06 0 4.34114e-06 4.81569e-35 1.98841e-06 Variance: 3.61939e-08 Variances/cluster: 3.95217e-08 2.28556e-08 1.97631e-08 1.9339e-08 2.22803e-08 3.21324e-08 4.00524e-08 3.5214e-08 2.61589e-08 0 1.69132e-07 2.61722e-08 9.07286e-08 6.86694e-32 4.15727e-08 3.75101e-08 3.35505e-08 2.62753e-08 1.09306e-07 2.69296e-08 3.69352e-08 2.87922e-08 1.75159e-06 2.58338e-08 4.0355e-07 0 3.60762e-08 2.47802e-08 3.31434e-08 0 4.46021e-08 3.18393e-08 2.08234e-08 0 5.33514e-08 3.81627e-08 2.26199e-08 2.96957e-08 0 1.98554e-08 3.43155e-08 1.13007e-07 2.19206e-08 0 8.95767e-07 4.195e-08 0 2.63309e-08 2.33724e-08 0 3.39503e-08 2.14317e-08 3.48614e-08 0 2.56093e-08 3.3995e-08 3.81441e-08 5.67335e-08 0 0 0 3.23186e-08 1.45395e-08 2.88772e-08 2.52319e-08 3.76576e-08 0 2.41778e-08 3.79078e-08 0 4.31403e-08 4.13559e-08 0 2.53846e-08 2.67973e-31 3.48729e-08 -------------------------------------------------------------- Initialization seed trial #595 of 1000; initialization seed = 493576820 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498410 Distortion: 0.0360947 Distortions/cluster: 3.80751e-06 2.78826e-06 3.25425e-06 2.72841e-06 5.2798e-06 1.90813e-06 3.18253e-06 3.96741e-06 3.37753e-06 3.63435e-06 2.5904e-06 4.49933e-06 2.37044e-35 2.05192e-06 9.85484e-06 1.27749e-35 3.82638e-06 5.63695e-06 3.75178e-06 3.88843e-06 1.76287e-06 5.56496e-06 3.18718e-06 3.98251e-06 2.89639e-06 1.08283e-34 3.9229e-06 0.000272435 2.24322e-06 2.91227e-06 5.25522e-06 1.78104e-06 2.11624e-06 3.95534e-06 4.58229e-06 3.43753e-06 0 0 2.94737e-06 1.69845e-06 3.40959e-06 4.51397e-06 2.05692e-06 0 3.96913e-06 1.14957e-06 2.24615e-06 2.80577e-06 2.90629e-06 3.88484e-06 2.47313e-06 3.33677e-06 0.0356196 4.56695e-06 2.46478e-06 3.44047e-06 2.19971e-06 1.97884e-06 0 0 2.16199e-06 0 0 0 0 0 3.15371e-06 2.61061e-06 0 2.18162e-06 1.88023e-06 1.74637e-06 6.45786e-06 5.42567e-06 4.11239e-06 3.34811e-06 Variance: 6.17638e-06 Variances/cluster: 2.66236e-08 3.66755e-08 3.31962e-08 3.68675e-08 2.3257e-08 2.72566e-08 3.49615e-08 2.73525e-08 4.8236e-08 3.66986e-08 2.6981e-08 3.19074e-08 0 4.10252e-08 8.95767e-07 0 3.75103e-08 2.98153e-08 3.17842e-08 2.50845e-08 2.84307e-08 5.4024e-08 3.83872e-08 2.23717e-08 2.92539e-08 0 2.30734e-08 3.16754e-06 1.96756e-08 4.04454e-08 1.75159e-06 3.42393e-08 2.20423e-08 2.36819e-08 1.23805e-07 3.01512e-08 0 0 2.63127e-08 2.12288e-08 2.31924e-08 4.25711e-08 2.28525e-08 0 8.09754e-08 4.10523e-08 3.87138e-08 3.74079e-08 2.40168e-08 3.10686e-08 4.84883e-08 2.0853e-08 0.035575 1.69132e-07 2.32505e-08 2.16356e-08 3.28207e-08 2.50458e-08 0 0 3.43142e-08 0 0 0 0 0 3.79934e-08 2.50998e-08 0 2.69312e-08 2.26509e-08 2.60626e-08 4.0355e-07 4.59665e-08 4.23921e-08 3.01533e-08 -------------------------------------------------------------- Initialization seed trial #596 of 1000; initialization seed = 493576821 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 494210 Distortion: 0.039743 Distortions/cluster: 3.41032e-06 2.23697e-06 1.72317e-06 2.86572e-06 5.25522e-06 1.93656e-06 2.25287e-06 2.36999e-06 4.94204e-06 6.44961e-06 2.48048e-06 3.82073e-06 3.84674e-06 6.76448e-06 2.37044e-35 3.83753e-06 2.29167e-06 2.62684e-06 3.50269e-06 2.09402e-06 3.47529e-06 3.98344e-06 4.77438e-06 3.0478e-06 0 1.91581e-06 2.16806e-06 2.65344e-06 2.47904e-06 1.89222e-06 2.85199e-06 0 0 2.81624e-06 3.09003e-06 4.74374e-06 4.56695e-06 6.41208e-06 2.59046e-06 4.81569e-35 3.20287e-06 2.0036e-06 1.9587e-06 4.76646e-06 3.85714e-06 5.25815e-06 1.7738e-06 8.55988e-06 4.29965e-06 3.19875e-06 5.58964e-06 1.93246e-06 2.70578e-06 2.88983e-06 1.86234e-06 0.00391362 4.55895e-06 0 2.84898e-06 0 1.90504e-06 3.59669e-06 0 5.30673e-06 0 9.85484e-06 0 0 0.0356196 0 2.4006e-06 0 3.30255e-06 2.51943e-06 1.46325e-06 0 Variance: 6.80064e-06 Variances/cluster: 4.42756e-08 2.09044e-08 3.19077e-08 2.67801e-08 1.75159e-06 3.58601e-08 1.4079e-07 3.48497e-08 3.65961e-08 3.17611e-08 2.69594e-08 3.74459e-08 3.96539e-08 4.53842e-08 0 2.38335e-08 2.36234e-08 3.0191e-08 2.28907e-08 2.15859e-08 3.30951e-08 4.10532e-08 3.97736e-08 5.44072e-08 0 2.55419e-08 2.55036e-08 3.4911e-08 2.23316e-08 2.45718e-08 2.09681e-08 0 0 2.60732e-08 2.20697e-08 4.27327e-08 1.69132e-07 3.02357e-08 2.64309e-08 2.67973e-31 2.12086e-08 2.20156e-08 2.2256e-08 3.24143e-08 3.67227e-08 1.34779e-07 1.94906e-08 9.61687e-08 4.21498e-08 1.90385e-08 3.99189e-07 2.68375e-08 1.89199e-08 1.99281e-08 2.32767e-08 0.00391989 4.10581e-08 0 3.31247e-08 0 5.01283e-08 5.44788e-08 0 4.27834e-08 0 8.95767e-07 0 0 0.035575 0 3.53005e-08 0 2.27743e-08 1.93785e-08 2.56687e-08 0 -------------------------------------------------------------- Initialization seed trial #597 of 1000; initialization seed = 493576822 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 62 BIC score: 721996 Distortion: 0.000236194 Distortions/cluster: 1.99973e-06 1.19091e-06 2.80978e-06 9.22482e-06 4.56695e-06 1.79709e-06 8.54647e-06 1.48885e-06 1.63632e-06 3.27452e-06 1.95437e-06 2.99948e-06 9.64317e-35 6.89216e-06 7.69564e-06 2.62997e-06 1.73337e-06 3.79078e-06 5.83568e-06 1.87168e-06 2.80598e-06 1.98337e-06 2.37044e-35 9.93961e-06 0 1.8442e-06 8.16378e-06 0 2.34084e-06 1.20317e-06 9.56313e-06 2.58179e-06 3.13013e-06 2.04376e-06 0 1.0798e-06 7.46735e-06 2.09295e-06 0 3.09953e-06 1.59192e-05 2.24089e-06 1.17945e-06 5.19912e-06 2.45348e-05 2.77641e-06 1.65012e-06 1.34359e-06 4.04528e-06 1.21668e-06 1.27749e-35 3.59809e-06 4.81569e-35 1.49742e-06 1.79475e-06 1.7057e-06 1.82588e-06 2.4333e-06 0 0 0 2.30915e-06 1.39242e-06 1.40402e-06 3.3603e-06 1.08283e-34 3.18186e-06 1.63268e-06 0 2.82354e-06 1.83447e-06 0 8.77182e-06 0 2.03695e-06 3.20787e-06 Variance: 4.04165e-08 Variances/cluster: 3.57064e-08 2.58872e-08 2.12844e-08 4.95799e-08 1.69132e-07 3.59396e-08 5.37354e-08 5.31685e-08 1.85929e-08 1.90362e-08 4.24825e-08 2.18917e-08 6.86694e-32 4.92137e-08 3.49688e-08 2.39063e-08 2.03908e-08 2.74662e-08 1.42286e-07 3.11918e-08 2.24459e-08 3.1987e-08 0 4.4162e-08 0 3.61576e-08 9.38273e-08 0 2.69039e-08 2.14833e-08 4.12068e-08 2.58156e-08 4.60271e-08 2.40421e-08 0 2.63344e-08 3.23156e-08 1.93774e-08 0 2.4213e-08 7.5794e-07 2.33406e-08 3.02396e-08 4.12494e-08 2.72576e-06 2.74862e-08 2.79656e-08 2.44268e-08 2.33803e-08 3.11948e-08 0 2.07964e-08 2.67973e-31 3.25504e-08 3.90126e-08 3.34426e-08 2.60818e-08 1.96217e-08 0 0 0 3.3955e-08 2.35982e-08 3.42413e-08 2.06129e-08 0 3.24651e-08 2.51156e-08 0 2.04586e-08 3.10904e-08 0 4.66436e-08 0 2.75239e-08 4.93473e-08 -------------------------------------------------------------- Initialization seed trial #598 of 1000; initialization seed = 493576823 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 498589 Distortion: 0.0358471 Distortions/cluster: 1.55517e-06 2.44327e-06 2.27423e-06 1.42826e-05 1.00064e-05 2.21375e-06 2.35935e-06 3.42897e-06 0 0.0356196 1.91686e-06 2.28146e-06 3.04392e-06 2.52933e-06 1.08283e-34 3.19756e-06 3.87353e-06 2.97047e-06 2.37044e-35 7.76697e-06 3.01938e-06 2.55616e-06 2.92617e-06 3.45801e-06 2.37361e-06 3.80759e-06 3.59552e-06 3.07331e-06 0 3.63557e-06 2.42344e-06 5.32145e-06 4.27414e-06 1.53312e-06 2.51761e-06 4.81569e-35 5.73715e-06 2.74829e-06 2.61057e-06 4.46743e-06 2.85499e-06 2.43689e-06 0 2.9385e-06 0 0 0 6.0821e-06 1.98236e-06 3.20247e-06 2.28351e-06 4.0187e-06 0 2.46618e-06 0 2.07774e-06 2.54786e-06 3.43734e-06 3.85423e-06 2.6258e-06 2.01588e-06 2.45348e-05 5.36903e-06 1.52697e-06 2.8938e-06 2.45145e-06 0 2.68846e-06 3.70208e-06 2.24914e-06 1.27749e-35 0 3.31549e-06 1.62154e-06 3.60418e-06 2.52608e-06 Variance: 6.134e-06 Variances/cluster: 1.96834e-08 2.62692e-08 2.32044e-08 7.14025e-07 4.16797e-08 2.10815e-08 4.81465e-08 3.76686e-08 0 0.035575 2.01751e-08 2.50681e-08 2.5577e-08 1.97586e-08 0 4.70089e-08 3.75947e-08 2.65197e-08 0 9.03049e-08 3.68185e-08 1.111e-07 3.21453e-08 3.56465e-08 3.25126e-08 3.80728e-08 4.49302e-08 4.04346e-08 0 3.6711e-08 1.86397e-08 3.61973e-08 1.64378e-07 3.0058e-08 2.92719e-08 2.67973e-31 2.98712e-08 1.94897e-08 1.97753e-08 6.29157e-08 1.0977e-07 2.01378e-08 0 1.95883e-08 0 0 0 3.55565e-08 2.06474e-08 2.88485e-08 2.37842e-08 3.5553e-08 0 2.8674e-08 0 3.99433e-08 2.49761e-08 2.02179e-08 4.05673e-08 2.67916e-08 2.03606e-08 2.72576e-06 3.21394e-08 2.82745e-08 3.44389e-08 2.24877e-08 0 3.31879e-08 3.85506e-08 2.58499e-08 0 0 3.68364e-08 3.37709e-08 5.3789e-08 2.50086e-08 -------------------------------------------------------------- Initialization seed trial #599 of 1000; initialization seed = 493576824 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 493599 Distortion: 0.039738 Distortions/cluster: 5.70442e-06 4.56695e-06 1.73362e-06 1.93479e-06 1.8376e-06 3.70248e-06 5.25522e-06 6.23609e-06 4.41232e-06 2.04731e-06 2.4623e-06 1.23418e-06 0.0356196 4.35354e-06 4.06023e-06 3.82047e-06 3.73386e-06 8.43383e-06 3.94865e-06 2.9904e-06 2.14819e-06 1.27528e-06 9.85484e-06 2.81186e-06 2.10692e-06 1.77133e-06 3.925e-06 4.25897e-06 2.53912e-06 2.11581e-06 2.93477e-06 4.10116e-06 3.48812e-06 1.89436e-06 2.14648e-06 2.40267e-06 5.9104e-06 3.09383e-06 2.99055e-06 4.05068e-06 2.37044e-35 3.13366e-06 3.28849e-06 0 1.47e-06 1.96876e-06 0 1.94901e-06 2.22308e-06 2.73896e-06 3.02729e-06 1.95386e-06 3.62057e-06 0.00391362 2.44138e-06 3.23906e-06 2.50359e-06 3.66943e-06 3.45327e-06 1.8228e-06 1.47591e-06 0 4.81569e-35 0 2.05475e-06 1.82825e-06 3.01317e-06 1.79534e-06 3.43888e-06 2.1969e-06 0 9.03955e-07 1.4648e-06 2.89425e-06 2.98209e-06 0 Variance: 6.7998e-06 Variances/cluster: 3.06588e-08 1.69132e-07 1.8247e-08 2.57949e-08 1.70128e-08 3.73867e-08 1.75159e-06 2.95453e-08 4.28344e-08 2.6936e-08 4.55842e-08 2.37317e-08 0.035575 3.06486e-08 3.44058e-08 6.36532e-08 2.5572e-08 9.58293e-08 3.94734e-08 3.64652e-08 2.4409e-08 1.72316e-08 8.95767e-07 4.25898e-08 2.17189e-08 1.82595e-08 4.17417e-08 1.18266e-07 5.28822e-08 2.93839e-08 4.73309e-08 3.72713e-08 3.6706e-08 5.74005e-08 2.41151e-08 4.00408e-08 3.93959e-07 3.47595e-08 4.04005e-08 2.27546e-08 0 2.67806e-08 3.53485e-08 0 1.93404e-08 2.00876e-08 0 1.75571e-08 1.30756e-07 3.42258e-08 2.85568e-08 2.12358e-08 3.93516e-08 0.00391989 3.01379e-08 2.72166e-08 2.13963e-08 2.56581e-08 3.71289e-08 2.27823e-08 1.86802e-08 0 2.67973e-31 0 2.66824e-08 1.80999e-08 2.37237e-08 1.99459e-08 3.81972e-08 2.26465e-08 0 2.44283e-08 2.15386e-08 2.83658e-08 1.96173e-08 0 -------------------------------------------------------------- Initialization seed trial #600 of 1000; initialization seed = 493576825 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 75 BIC score: 727826 Distortion: 0.000207677 Distortions/cluster: 4.7521e-06 1.08283e-34 4.3047e-06 3.55667e-06 1.26975e-06 9.64317e-35 4.79965e-06 1.78111e-06 2.37044e-35 3.5479e-06 4.75951e-06 2.40831e-06 3.34713e-06 2.76466e-06 1.73077e-06 2.98898e-06 2.18826e-06 3.1215e-06 3.02476e-06 2.56389e-06 1.91144e-06 0 2.00682e-06 2.32854e-06 2.01566e-06 9.85484e-06 2.80394e-06 0 0 2.27608e-06 2.26172e-06 3.03904e-06 2.11889e-06 5.25522e-06 4.81569e-35 5.53225e-06 4.1801e-06 4.10086e-06 5.48372e-06 2.79469e-06 0 2.71585e-06 3.46593e-06 1.46891e-06 4.71716e-06 2.48134e-06 1.27749e-35 2.99084e-06 0 4.94181e-06 0 4.55208e-06 9.37316e-07 4.36051e-06 3.75554e-06 5.72959e-06 9.61741e-06 2.60895e-06 0 4.13068e-06 0 2.72405e-06 4.86821e-06 1.93136e-06 0 0 0 3.09962e-06 2.62152e-06 3.07049e-06 0 2.88722e-06 2.4608e-06 5.16207e-06 7.40903e-06 2.09557e-06 Variance: 3.55368e-08 Variances/cluster: 3.92607e-08 0 4.22003e-08 2.54025e-08 1.76338e-08 6.86694e-32 3.42778e-07 1.48415e-07 0 2.05063e-08 3.03055e-08 2.02361e-08 2.83629e-08 4.84985e-08 1.58773e-08 2.23039e-08 2.76962e-08 3.35615e-08 2.58504e-08 2.41855e-08 1.00592e-07 0 4.89429e-08 2.04234e-08 2.72362e-08 8.95767e-07 2.33634e-08 0 0 2.032e-08 3.098e-08 2.81368e-08 2.20693e-08 1.75159e-06 2.67973e-31 3.95033e-08 3.16646e-08 4.01913e-08 2.90049e-08 3.49306e-08 0 2.58622e-08 4.07722e-08 2.09826e-08 3.3683e-08 2.19568e-08 0 1.98045e-08 0 3.55412e-08 0 3.58402e-08 2.34233e-07 4.27368e-08 4.26637e-08 2.54627e-08 4.1801e-08 1.04322e-07 0 2.26941e-08 0 3.36273e-08 4.05553e-08 2.47588e-08 0 0 0 4.02416e-08 2.27938e-08 3.44895e-08 0 2.72353e-08 1.11816e-07 3.58448e-08 8.81943e-08 1.30959e-07 -------------------------------------------------------------- Initialization seed trial #601 of 1000; initialization seed = 493576826 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 494148 Distortion: 0.0397399 Distortions/cluster: 3.93078e-06 4.89038e-06 3.13123e-06 4.81569e-35 2.2079e-06 2.75633e-06 2.5839e-06 2.91654e-06 1.85313e-06 7.89415e-06 6.04418e-06 2.9876e-06 6.45249e-06 3.35155e-06 2.40043e-06 2.13858e-06 2.07809e-06 4.2355e-06 3.08845e-06 4.75347e-06 5.9104e-06 3.33519e-06 2.22109e-06 2.37044e-35 5.03693e-06 1.29158e-06 2.51418e-06 2.81586e-06 0.0356196 2.41613e-06 2.05586e-06 5.25522e-06 4.22218e-06 0 0 2.85499e-06 4.27414e-06 2.22889e-06 2.62736e-06 0 2.66636e-06 4.61024e-06 0.00391362 1.75925e-06 2.26656e-06 1.053e-06 0 2.28939e-06 0 9.85484e-06 4.65698e-06 1.59592e-06 2.25171e-06 4.89723e-06 0 0 3.03826e-06 0 2.61525e-06 1.95648e-06 2.44325e-06 3.17459e-06 2.49342e-06 2.74571e-06 2.75265e-06 1.966e-06 2.09557e-06 1.76179e-06 3.01608e-06 0 4.24999e-06 2.70717e-06 6.67227e-06 0 2.08123e-06 4.32474e-06 Variance: 6.80012e-06 Variances/cluster: 3.11939e-08 3.05618e-08 3.72642e-08 2.67973e-31 3.39566e-08 2.50553e-08 1.68867e-08 3.73802e-08 1.89073e-08 9.07286e-08 5.49423e-08 3.73421e-08 3.16194e-08 3.19091e-08 2.14305e-08 5.09023e-08 2.73408e-08 2.46225e-08 3.21612e-08 3.14697e-08 3.93959e-07 2.28418e-08 3.12727e-08 0 4.19605e-08 2.26569e-08 2.7933e-08 3.85609e-08 0.035575 3.89576e-08 2.7409e-08 1.75159e-06 3.98286e-08 0 0 1.0977e-07 1.64378e-07 2.47625e-08 3.75303e-08 0 2.72053e-08 2.35196e-08 0.00391989 3.25678e-08 2.11806e-08 2.28888e-08 0 2.31231e-08 0 8.95767e-07 2.58698e-08 3.79866e-08 2.88655e-08 2.42416e-08 0 0 2.71249e-08 0 1.85462e-08 1.79472e-08 2.68464e-08 2.02186e-08 2.24605e-08 3.30709e-08 1.14655e-07 3.38854e-08 1.30959e-07 2.20198e-08 3.42626e-08 0 3.76073e-08 3.81266e-08 5.05437e-08 0 3.41072e-08 2.8257e-08 -------------------------------------------------------------- Initialization seed trial #602 of 1000; initialization seed = 493576827 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 73 BIC score: 726771 Distortion: 0.000212304 Distortions/cluster: 2.11668e-06 3.18309e-06 1.27749e-35 5.27751e-06 2.54362e-06 4.66592e-06 1.08283e-34 3.33327e-06 2.34907e-06 2.91856e-06 2.84893e-06 2.75749e-06 1.64339e-06 2.22267e-06 2.38577e-06 4.57004e-06 3.04162e-06 1.67019e-06 3.13199e-06 4.96549e-06 4.5409e-06 2.73187e-06 4.7632e-06 2.8584e-06 6.45786e-06 2.37044e-35 9.85484e-06 2.49695e-06 2.0838e-06 5.25522e-06 0 3.19085e-06 0 0 3.9159e-06 2.62754e-06 3.10457e-06 4.56695e-06 2.60256e-06 2.88908e-06 2.42037e-06 5.63466e-06 3.56686e-06 0 0 3.65851e-06 2.51967e-06 0 0 2.86396e-06 4.48784e-06 5.42831e-06 0 3.85949e-06 6.57371e-06 4.06301e-06 9.64317e-35 0 0 8.27371e-06 4.02744e-06 2.92425e-06 3.44577e-06 4.81569e-35 3.33764e-06 0 2.01359e-06 2.16786e-06 0 5.2913e-06 2.84149e-06 2.85338e-06 3.87461e-06 0 3.2137e-06 3.3968e-06 Variance: 3.63285e-08 Variances/cluster: 3.02285e-08 4.13352e-08 0 2.77672e-08 3.74039e-08 4.75971e-08 0 2.97587e-08 2.11609e-08 5.30599e-08 4.06855e-08 2.24166e-08 3.28568e-08 2.46942e-08 2.45934e-08 2.96657e-08 3.41725e-08 4.9119e-08 2.39062e-08 4.59615e-08 3.81463e-08 3.54761e-08 3.35328e-08 2.59824e-08 4.0355e-07 0 8.95767e-07 2.54766e-08 3.65556e-08 1.75159e-06 0 3.98821e-08 0 0 2.26329e-08 3.4121e-08 4.77482e-08 1.69132e-07 3.8832e-08 3.52297e-08 2.32702e-08 2.63279e-08 3.87575e-08 0 0 2.24429e-08 3.93567e-08 0 0 2.80751e-08 3.15942e-08 3.28959e-08 0 2.04188e-08 3.13006e-08 2.2079e-08 6.86694e-32 0 0 9.40102e-08 2.39708e-08 2.61072e-08 3.66452e-08 2.67973e-31 3.83519e-08 0 3.00506e-08 2.74389e-08 0 1.35629e-07 2.7585e-08 3.47946e-08 2.45199e-08 0 3.56961e-08 2.63295e-08 -------------------------------------------------------------- Initialization seed trial #603 of 1000; initialization seed = 493576828 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 718080 Distortion: 0.000258016 Distortions/cluster: 1.64594e-06 5.70348e-06 2.1278e-06 4.56855e-06 3.92528e-06 4.94604e-06 5.7263e-06 3.19246e-06 1.9575e-06 5.01893e-06 3.94859e-06 9.64317e-35 2.39743e-06 2.15896e-06 1.77152e-06 3.45785e-06 1.6562e-06 4.93644e-06 3.3617e-06 2.38909e-06 3.1744e-06 5.35389e-06 2.98205e-06 1.08283e-34 2.12365e-06 3.09581e-06 2.47014e-06 3.05044e-06 3.48641e-06 4.81021e-06 4.04595e-06 2.37044e-35 1.98238e-06 2.50754e-06 5.5097e-06 0 2.69255e-06 4.35604e-05 2.64615e-06 0 2.85499e-06 2.60593e-06 5.31756e-06 2.45966e-06 4.17935e-06 1.93186e-06 2.33607e-06 3.05334e-05 0 0 3.89157e-06 3.70012e-06 7.27454e-06 1.459e-06 1.27749e-35 4.51742e-06 0 0 2.05508e-06 2.75265e-06 4.81569e-35 0 0 3.09457e-06 0 5.45041e-06 1.92536e-06 2.4591e-06 0 4.72986e-06 0 2.62201e-06 0 0 1.48344e-06 0 Variance: 4.41505e-08 Variances/cluster: 2.88737e-08 3.0987e-08 2.47397e-08 2.53783e-08 3.96364e-08 2.40078e-08 4.08887e-08 2.24801e-08 2.7568e-08 3.07879e-08 8.9732e-08 6.86694e-32 2.85384e-08 1.79898e-08 2.42653e-08 5.31931e-08 1.90347e-08 4.40607e-08 3.53754e-08 2.65433e-08 4.06939e-08 4.02427e-08 2.68621e-08 0 2.00321e-08 3.43948e-08 2.42141e-08 3.71972e-08 2.85746e-08 1.65857e-07 4.12716e-08 0 2.15453e-08 2.66733e-08 4.74826e-08 0 2.00913e-08 2.7222e-06 3.72673e-08 0 1.0977e-07 3.47431e-08 2.87341e-08 1.99955e-08 2.61186e-08 3.57729e-08 1.78311e-08 3.08387e-07 0 0 6.08001e-08 2.12632e-08 3.29058e-08 2.5153e-08 0 4.14306e-08 0 0 2.81493e-08 1.14655e-07 2.67973e-31 0 0 3.77265e-08 0 4.46612e-08 1.96448e-08 3.72562e-08 0 2.672e-08 0 3.01353e-08 0 0 1.92638e-08 0 -------------------------------------------------------------- Initialization seed trial #604 of 1000; initialization seed = 493576829 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 722658 Distortion: 0.000232081 Distortions/cluster: 2.87194e-06 2.93134e-06 2.27038e-06 2.45348e-05 8.66831e-06 3.47765e-06 2.23676e-06 5.12094e-06 3.54262e-06 9.64317e-35 3.58149e-06 2.12015e-06 3.92001e-06 4.03258e-06 2.95024e-06 2.63637e-06 3.39055e-06 2.98319e-06 3.5558e-06 2.59398e-06 4.78092e-06 2.75826e-06 5.72242e-06 1.71263e-06 6.2525e-06 1.9885e-06 5.02915e-06 2.5261e-06 2.37044e-35 2.48789e-06 4.41231e-06 4.91177e-06 0 0 5.26329e-06 1.82343e-06 1.08283e-34 0 2.04041e-06 1.52851e-06 2.5171e-06 2.9031e-06 1.72562e-06 0 0 4.44011e-06 0 3.22152e-06 2.24319e-06 0 0 0 3.49035e-06 3.9749e-06 1.89698e-06 2.03662e-06 0 1.27749e-35 3.89911e-06 3.92026e-06 1.7802e-06 1.90191e-06 6.28474e-06 4.81569e-35 2.14382e-06 1.42826e-05 1.80259e-06 2.32524e-06 4.18011e-06 4.56695e-06 4.37666e-06 2.63761e-06 0 0 2.06796e-06 6.8042e-06 Variance: 3.97126e-08 Variances/cluster: 2.54132e-08 2.10863e-08 3.29012e-08 2.72576e-06 9.63048e-08 7.5594e-08 2.8311e-08 3.82036e-08 2.01267e-08 6.86694e-32 4.02292e-08 2.58533e-08 3.4997e-08 4.19922e-08 2.63383e-08 2.17863e-08 2.35434e-08 2.00197e-08 5.00665e-08 2.16142e-08 4.97863e-08 2.41925e-08 4.30115e-08 3.5677e-08 2.84111e-08 2.96765e-08 1.32302e-07 2.83807e-08 0 3.55391e-08 2.64187e-08 2.95792e-08 0 0 2.81435e-08 4.05175e-08 0 0 3.57934e-08 4.77617e-08 3.7013e-08 2.18259e-08 2.61434e-08 0 0 3.36343e-08 0 2.31737e-08 2.00262e-08 0 0 0 2.28107e-08 2.79898e-08 3.79362e-08 2.57774e-08 0 0 3.78432e-08 2.9696e-08 3.70851e-08 3.65722e-08 4.58587e-08 2.67973e-31 3.57191e-08 7.14025e-07 2.77297e-08 1.93753e-08 4.13736e-08 1.69132e-07 3.83792e-08 3.56403e-08 0 0 3.28217e-08 3.67675e-08 -------------------------------------------------------------- Initialization seed trial #605 of 1000; initialization seed = 493576830 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 498651 Distortion: 0.0361011 Distortions/cluster: 1.27749e-35 2.9325e-06 2.75933e-06 2.15107e-06 1.60331e-06 2.21503e-06 4.84115e-06 2.08271e-06 2.29377e-06 2.54855e-06 9.85484e-06 5.56496e-06 4.35939e-06 3.15985e-06 1.62954e-06 5.13871e-06 2.3432e-06 9.29018e-06 3.93748e-06 2.37044e-35 1.98598e-06 2.07722e-06 2.82484e-06 3.70179e-06 3.53002e-06 2.57601e-06 4.40103e-06 0 2.4842e-06 6.39801e-06 2.1441e-06 5.6825e-06 0 2.83774e-06 1.88425e-06 5.87733e-06 3.86277e-06 0 0 2.53914e-06 6.45786e-06 3.59713e-06 3.25272e-06 5.71392e-06 0 3.06209e-06 1.21353e-05 0 2.57288e-06 1.08283e-34 0 2.18979e-06 4.48549e-06 0 2.31547e-06 0 0 1.82674e-06 2.95567e-06 4.06493e-06 0 3.30472e-06 0.0356196 3.26094e-06 3.99018e-06 2.79753e-06 1.90332e-06 0 2.32176e-06 4.17238e-06 0 0 0.000272067 1.30854e-06 5.25522e-06 2.98937e-06 Variance: 6.17746e-06 Variances/cluster: 0 2.84684e-08 2.18975e-08 2.59142e-08 2.19612e-08 2.70102e-08 1.72882e-07 1.60195e-08 3.95442e-08 2.76991e-08 8.95767e-07 5.4024e-08 3.9618e-08 3.32586e-08 2.71565e-08 4.75658e-08 1.87434e-08 3.27012e-08 4.05891e-08 0 1.98575e-08 2.11942e-08 1.96152e-08 3.5591e-08 4.15271e-08 2.36312e-08 3.35847e-08 0 2.43527e-08 3.97265e-08 2.61449e-08 5.21172e-08 0 2.75485e-08 2.14093e-08 4.25756e-08 3.90148e-08 0 0 2.61744e-08 4.0355e-07 2.07908e-08 2.32314e-08 1.428e-07 0 3.40202e-08 4.30187e-08 0 2.10873e-08 0 0 2.43282e-08 3.83249e-08 0 2.03091e-08 0 0 1.8085e-08 2.52593e-08 4.56597e-08 0 3.84236e-08 0.035575 4.23359e-08 3.98887e-08 3.68067e-08 2.16262e-08 0 2.52343e-08 3.86298e-08 0 0 3.23858e-06 2.67018e-08 1.75159e-06 3.51663e-08 -------------------------------------------------------------- Initialization seed trial #606 of 1000; initialization seed = 493576831 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498363 Distortion: 0.0358469 Distortions/cluster: 3.033e-06 2.73881e-06 3.27311e-06 2.99048e-06 4.56695e-06 3.00419e-06 2.27049e-06 0.0356196 2.76983e-06 1.93125e-06 1.99092e-06 2.56015e-06 3.57296e-06 4.81569e-35 4.08831e-06 2.73667e-06 2.4868e-06 2.37044e-35 2.92002e-06 4.01462e-06 3.30066e-06 4.34553e-06 3.82911e-06 2.16323e-06 3.09112e-06 2.27912e-06 2.97008e-06 2.67571e-06 3.15816e-06 1.27749e-35 3.36161e-06 2.72381e-06 2.67509e-06 3.17958e-06 8.16378e-06 0 3.58907e-06 0 3.29009e-06 4.12138e-06 1.08283e-34 1.88317e-06 3.10448e-06 2.81375e-06 3.10936e-06 5.18454e-06 3.81211e-06 2.18158e-06 2.43421e-06 2.45348e-05 2.87683e-06 0 0 3.09833e-06 2.02153e-06 0 2.30106e-06 2.53675e-06 3.82438e-06 1.64136e-06 3.339e-06 2.45748e-06 0 0 2.67962e-06 3.05069e-06 1.59192e-05 1.9262e-06 2.03958e-06 1.95916e-06 4.44702e-06 4.03772e-06 2.75923e-06 2.55714e-06 2.90896e-06 0 Variance: 6.13396e-06 Variances/cluster: 2.70714e-08 2.53569e-08 2.28861e-08 2.24829e-08 1.69132e-07 2.70616e-08 2.20412e-08 0.035575 2.76891e-08 2.35498e-08 6.03122e-08 4.2655e-08 2.3199e-08 2.67973e-31 3.02811e-08 3.25765e-08 3.27183e-08 0 4.56212e-08 4.89424e-08 3.36771e-08 3.21788e-08 2.75451e-08 2.02148e-08 3.86264e-08 3.25481e-08 3.19336e-08 2.64894e-08 2.84425e-08 0 3.95449e-08 3.78278e-08 2.24777e-08 3.53172e-08 9.38273e-08 0 3.85795e-08 0 3.82453e-08 2.22758e-08 0 4.37912e-08 2.04224e-08 2.36429e-08 2.01889e-08 1.3639e-07 2.14145e-08 2.34551e-08 3.63195e-08 2.72576e-06 2.31982e-08 0 0 3.68826e-08 3.15759e-08 0 3.4853e-08 3.62361e-08 3.47559e-08 3.73002e-08 2.16793e-08 3.19126e-08 0 0 3.82682e-08 3.05043e-08 7.5794e-07 2.71272e-08 5.22809e-08 2.7208e-08 2.79595e-08 3.51076e-08 3.58314e-08 5.11383e-08 3.98366e-08 0 -------------------------------------------------------------- Initialization seed trial #607 of 1000; initialization seed = 493576832 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 594779 Distortion: 0.00412812 Distortions/cluster: 3.02896e-06 2.30865e-06 3.51571e-06 1.952e-06 9.64317e-35 7.14532e-06 9.2872e-06 5.9104e-06 3.60418e-06 0.00391362 5.25522e-06 1.173e-06 8.67557e-06 1.80234e-06 1.67039e-06 2.11268e-06 8.29035e-06 1.13068e-06 2.37044e-35 3.15908e-06 1.58312e-06 7.38886e-06 9.62155e-06 2.3635e-06 1.87738e-06 2.34027e-06 5.7576e-06 3.18487e-06 1.01415e-05 2.72635e-06 0 4.56695e-06 2.48028e-06 1.66812e-06 1.55529e-06 2.92845e-06 2.10582e-06 0 1.60757e-06 1.86937e-06 1.72805e-06 1.77564e-06 0 9.85484e-06 1.72152e-06 1.55956e-06 1.52482e-06 1.88528e-06 2.25479e-06 1.70182e-06 1.44967e-06 7.9419e-06 2.55354e-06 0 1.58418e-06 2.20801e-06 2.07745e-06 2.40138e-06 0 8.20134e-06 4.81569e-35 0 1.85525e-06 3.22655e-06 1.75124e-06 5.83568e-06 2.22308e-06 0 2.87215e-06 0 1.93764e-06 0 2.07113e-06 2.48026e-06 2.0306e-06 0 Variance: 7.06386e-07 Variances/cluster: 2.29444e-08 2.17778e-08 2.21095e-08 1.7427e-08 6.86694e-32 4.76201e-08 3.58463e-08 3.93959e-07 5.3789e-08 0.00391989 1.75159e-06 2.54979e-08 5.35368e-08 1.74969e-08 1.85577e-08 2.03124e-08 9.41992e-08 2.09361e-08 0 2.6544e-08 1.84068e-08 3.25394e-08 4.11042e-08 2.01991e-08 2.60725e-08 3.25012e-08 4.20128e-08 3.70302e-08 4.71545e-08 2.8696e-08 0 1.69132e-07 2.2546e-08 3.79083e-08 2.42989e-08 2.76245e-08 5.01346e-08 0 2.97671e-08 2.22518e-08 2.78692e-08 2.73151e-08 0 8.95767e-07 1.83124e-08 2.78469e-08 2.42007e-08 3.09042e-08 2.34847e-08 3.47287e-08 2.13168e-08 4.96209e-08 3.35965e-08 0 1.95559e-08 3.15402e-08 2.11966e-08 2.63865e-08 0 4.9992e-08 2.67973e-31 0 3.0918e-08 2.30448e-08 1.63648e-08 1.42286e-07 1.30756e-07 0 2.17568e-08 0 2.06109e-08 0 1.91754e-08 3.64712e-08 2.57015e-08 0 -------------------------------------------------------------- Initialization seed trial #608 of 1000; initialization seed = 493576833 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 498503 Distortion: 0.0360978 Distortions/cluster: 4.97818e-06 2.64086e-06 1.92958e-06 1.93602e-06 1.5576e-06 2.39022e-06 3.33608e-06 0.000272435 3.30428e-06 2.51057e-06 2.40333e-06 1.93e-06 2.56859e-06 5.54197e-06 1.66386e-06 2.69879e-06 2.27851e-06 1.73417e-06 3.70058e-06 2.37044e-35 1.60557e-06 4.74968e-06 2.29925e-06 2.1243e-06 6.37996e-06 1.74336e-06 2.57102e-06 3.33134e-06 2.2397e-06 3.56242e-06 0 0 0 4.49927e-06 5.70577e-06 0 0 2.1718e-06 0 4.56695e-06 4.22965e-06 5.25522e-06 3.85552e-06 1.08283e-34 1.79287e-06 5.89656e-06 0 5.62285e-06 0 3.26988e-06 4.09456e-06 9.85484e-06 1.66117e-06 0 1.861e-06 2.21919e-06 2.01886e-06 6.40895e-06 2.87787e-06 7.9272e-06 2.05835e-06 0.0356196 2.74636e-06 6.63504e-06 2.92229e-06 1.27749e-35 6.45786e-06 2.89364e-06 1.75791e-06 0 2.65873e-06 0 0 2.4781e-06 4.06351e-06 5.59801e-06 Variance: 6.17689e-06 Variances/cluster: 4.73954e-08 2.51481e-08 2.8797e-08 3.51972e-08 2.10467e-08 3.36624e-08 2.1661e-08 3.16754e-06 3.40618e-08 2.26156e-08 2.42738e-08 3.32736e-08 1.73538e-08 3.29772e-08 2.97091e-08 2.45323e-08 1.89859e-08 2.66768e-08 4.20483e-08 0 3.0291e-08 4.16501e-08 2.73698e-08 2.72322e-08 3.91284e-08 3.41816e-08 3.95511e-08 3.17242e-08 2.83481e-08 3.20911e-08 0 0 0 2.94044e-08 4.16345e-08 0 0 4.34322e-08 0 1.69132e-07 3.91505e-08 1.75159e-06 2.51973e-08 0 2.56103e-08 1.47365e-07 0 3.21201e-08 0 2.40404e-08 4.30865e-08 8.95767e-07 3.77505e-08 0 5.02928e-08 2.43839e-08 1.97905e-08 4.89086e-08 2.08517e-08 3.09554e-08 2.05817e-08 0.035575 2.40888e-08 4.77188e-08 2.0014e-08 0 4.0355e-07 2.00929e-08 1.93155e-08 0 2.29181e-08 0 0 3.13658e-08 4.18882e-08 4.82437e-08 -------------------------------------------------------------- Initialization seed trial #609 of 1000; initialization seed = 493576834 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 727497 Distortion: 0.000207228 Distortions/cluster: 8.00262e-06 4.27414e-06 2.62405e-06 1.89785e-06 3.88589e-06 4.04921e-06 3.81504e-06 3.49246e-06 1.08283e-34 4.58531e-06 2.68144e-06 4.72937e-06 3.73882e-06 2.33745e-06 4.81569e-35 9.85484e-06 3.17917e-06 3.95299e-06 1.50551e-06 5.9153e-06 2.75265e-06 1.3573e-06 4.3793e-06 3.71234e-06 3.69552e-06 3.09962e-06 1.95331e-06 3.23417e-06 1.33098e-06 2.5162e-06 4.37494e-06 1.53847e-06 1.90577e-06 5.9104e-06 2.85499e-06 1.94952e-06 3.6102e-06 9.64317e-35 2.37044e-35 3.28214e-06 1.6545e-06 3.45039e-06 2.47292e-06 0 4.02326e-06 5.25522e-06 0 2.31797e-06 0 2.02118e-06 2.29549e-06 0 4.00155e-06 2.58561e-06 2.13218e-06 2.30419e-06 3.81904e-06 1.27749e-35 4.9384e-06 3.75709e-06 3.63238e-06 1.86998e-06 1.47273e-06 1.75993e-06 0 2.83183e-06 0 2.88192e-06 0 2.02637e-06 1.5392e-06 5.29049e-06 2.03055e-06 3.15928e-06 3.72514e-06 0 Variance: 3.546e-08 Variances/cluster: 9.09302e-08 1.64378e-07 3.23859e-08 3.32934e-08 4.73846e-08 2.21249e-08 2.4143e-08 2.74973e-08 0 2.10317e-08 3.48124e-08 3.58254e-08 2.32204e-08 3.11635e-08 2.67973e-31 8.95767e-07 2.81249e-08 3.8742e-08 3.27181e-08 2.84365e-08 1.14655e-07 4.24118e-08 3.17237e-08 3.11928e-08 3.80857e-08 3.36809e-08 3.90629e-08 4.14498e-08 4.92913e-08 3.93038e-08 3.33857e-08 3.27308e-08 1.74826e-08 3.93959e-07 1.0977e-07 2.59914e-08 2.34405e-08 6.86694e-32 0 3.81518e-08 3.3079e-08 2.82786e-08 2.13159e-08 0 3.40924e-08 1.75159e-06 0 2.51928e-08 0 2.92899e-08 2.25028e-08 0 2.59756e-08 2.9717e-08 3.18208e-08 3.77714e-08 3.5034e-08 0 3.94945e-08 2.01976e-08 2.95218e-08 3.06526e-08 2.83193e-08 2.83838e-08 0 3.41154e-08 0 2.40137e-08 0 3.55387e-08 3.20638e-08 2.95532e-08 3.38396e-08 1.98674e-08 4.83637e-08 0 -------------------------------------------------------------- Initialization seed trial #610 of 1000; initialization seed = 493576835 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 727046 Distortion: 0.00021182 Distortions/cluster: 2.54436e-06 3.78195e-06 1.77401e-06 3.63116e-06 3.60866e-06 2.72787e-06 4.81569e-35 6.07217e-06 2.95516e-06 9.64317e-35 2.39697e-06 3.33658e-06 1.96443e-06 2.37312e-06 2.54908e-06 2.88881e-06 3.45307e-06 5.25522e-06 2.55348e-06 3.35868e-06 3.21089e-06 5.28677e-06 4.27414e-06 1.27749e-35 3.68464e-06 2.37044e-35 1.83085e-06 4.59297e-06 0 7.89415e-06 1.65454e-06 3.38481e-06 9.85484e-06 5.128e-06 5.9104e-06 2.12385e-06 3.4551e-06 2.66447e-06 3.79856e-06 4.79103e-06 9.65214e-06 0 0 2.69411e-06 1.08283e-34 2.28321e-06 3.9176e-06 0 0 3.88122e-06 1.67974e-06 4.90424e-06 2.40831e-06 2.85499e-06 0 2.65049e-06 2.22308e-06 3.63559e-06 2.71073e-06 0 2.44553e-06 0 0 7.75288e-06 5.16492e-06 0 0 2.36234e-06 3.84618e-06 5.44725e-06 2.22211e-06 0 0 1.92355e-06 4.39499e-06 0 Variance: 3.62457e-08 Variances/cluster: 2.49424e-08 3.85797e-08 5.06818e-08 2.16115e-08 2.31304e-08 3.40954e-08 2.67973e-31 3.72406e-08 2.95491e-08 6.86694e-32 1.9973e-08 2.80361e-08 2.93175e-08 3.04218e-08 3.8043e-08 2.06326e-08 3.02867e-08 1.75159e-06 3.70047e-08 4.04626e-08 2.11224e-08 4.40433e-08 1.64378e-07 0 2.20612e-08 0 2.95272e-08 4.33159e-08 0 9.07286e-08 3.75997e-08 2.10218e-08 8.95767e-07 2.77099e-08 3.93959e-07 2.68818e-08 2.38254e-08 1.15807e-07 2.35912e-08 3.01223e-08 5.13247e-08 0 0 2.40524e-08 0 2.92692e-08 2.2908e-08 0 0 3.49545e-08 1.86621e-08 4.41678e-08 2.29343e-08 1.0977e-07 0 2.9778e-08 1.30756e-07 4.97982e-08 2.55699e-08 0 2.60141e-08 0 0 4.53239e-08 4.26711e-08 0 0 3.2358e-08 2.56389e-08 3.30029e-08 1.82124e-08 0 0 3.56189e-08 2.6634e-08 0 -------------------------------------------------------------- Initialization seed trial #611 of 1000; initialization seed = 493576836 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 726489 Distortion: 0.000212663 Distortions/cluster: 2.40507e-06 2.84145e-06 3.9441e-06 1.27749e-35 1.61096e-06 3.11333e-06 3.97308e-06 2.9931e-06 3.24919e-06 0 5.25522e-06 3.96052e-06 9.64317e-35 2.34055e-06 2.80816e-06 6.92896e-06 2.89036e-06 2.31497e-06 2.617e-06 6.45786e-06 3.11473e-06 4.26737e-06 3.02249e-06 6.72928e-06 2.37044e-35 1.93883e-06 5.27893e-06 1.08283e-34 2.44731e-06 4.81569e-35 5.72346e-06 0 8.29035e-06 2.18401e-06 3.38286e-06 2.10894e-06 5.97696e-06 2.63497e-06 0 2.10384e-06 1.70656e-06 2.92409e-06 3.46879e-06 5.26232e-06 2.74328e-06 9.85484e-06 2.42738e-06 3.20821e-06 0 0 2.96847e-06 0 0 2.38261e-06 5.09354e-06 0 1.60521e-06 1.60442e-06 1.52694e-06 0 0 0 2.87734e-06 3.66383e-06 2.61884e-06 1.61502e-06 3.03256e-06 5.39479e-06 3.97715e-06 4.02466e-06 1.92129e-06 4.56695e-06 3.86531e-06 2.46847e-06 2.1785e-06 4.77328e-06 Variance: 3.639e-08 Variances/cluster: 2.16654e-08 2.44931e-08 3.12996e-08 0 1.80986e-08 3.84332e-08 2.43726e-08 2.90565e-08 2.77685e-08 0 1.75159e-06 4.44962e-08 6.86694e-32 3.25047e-08 3.11989e-08 3.02475e-08 3.90556e-08 4.45039e-08 3.2306e-08 4.0355e-07 3.49862e-08 4.63699e-08 2.14342e-08 4.42569e-08 0 3.23031e-08 2.88441e-08 0 1.92679e-08 2.67973e-31 3.25091e-08 0 9.41992e-08 2.91106e-08 2.30106e-08 2.63587e-08 4.93816e-08 3.46685e-08 0 3.39218e-08 1.96133e-08 3.11046e-08 3.89623e-08 1.34887e-07 3.56157e-08 8.95767e-07 3.27996e-08 2.60801e-08 0 0 4.23927e-08 0 0 2.61804e-08 4.46658e-08 0 4.86386e-08 2.5875e-08 4.77133e-08 0 0 0 3.5955e-08 2.15501e-08 3.31472e-08 2.04414e-08 2.94389e-08 3.2685e-08 2.09306e-08 2.23572e-08 2.00111e-08 1.69132e-07 4.06838e-08 4.04631e-08 2.62447e-08 2.82418e-08 -------------------------------------------------------------- Initialization seed trial #612 of 1000; initialization seed = 493576837 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 594755 Distortion: 0.00414783 Distortions/cluster: 2.34463e-06 2.07721e-06 3.73429e-06 4.12706e-06 1.9735e-06 3.50183e-06 2.29278e-06 2.54807e-06 2.04641e-06 4.38214e-06 9.64317e-35 2.27518e-06 2.96438e-06 2.37044e-35 3.54178e-06 3.47999e-06 2.53506e-06 0 3.97664e-06 3.90163e-06 0 1.43298e-06 5.68152e-06 4.84115e-06 4.03923e-06 1.59192e-05 5.19942e-06 7.11495e-06 3.0462e-06 3.17031e-06 4.76536e-06 3.91141e-06 1.86143e-06 2.46055e-06 3.45743e-06 3.95396e-06 0 3.07798e-06 4.56064e-06 0.00391362 5.86323e-06 0 4.98508e-06 4.81569e-35 0 3.66022e-06 2.36946e-06 2.39374e-06 3.7334e-06 3.42934e-06 2.6612e-06 3.80675e-06 0 3.06233e-06 2.94417e-06 2.9945e-06 0 2.81821e-06 3.36097e-06 0 0 0 3.41622e-06 0 2.45348e-05 4.97762e-06 0 0 2.38014e-06 0 0 6.41797e-06 7.76697e-06 1.6705e-06 0 4.76902e-06 Variance: 7.09759e-07 Variances/cluster: 2.66412e-08 2.80679e-08 2.22255e-08 2.50103e-08 2.21722e-08 2.39823e-08 1.99355e-08 2.83087e-08 1.77933e-08 3.24576e-08 6.86694e-32 2.08714e-08 3.75118e-08 0 3.84952e-08 2.59679e-08 2.28363e-08 0 4.73367e-08 4.58976e-08 0 2.86571e-08 5.4105e-08 1.72882e-07 2.23136e-08 7.5794e-07 5.84028e-08 4.23369e-08 2.60335e-08 3.56097e-08 3.90475e-08 3.94962e-08 2.11507e-08 1.96827e-08 3.35642e-08 3.76535e-08 0 2.69966e-08 3.96545e-08 0.00391989 3.38805e-08 0 3.19452e-08 2.67973e-31 0 3.18252e-08 3.43287e-08 2.23694e-08 3.39292e-08 2.55894e-08 2.21747e-08 4.04851e-08 0 3.00202e-08 3.72651e-08 4.27644e-08 0 4.6956e-08 2.10042e-08 0 0 0 3.19244e-08 0 2.72576e-06 1.38221e-07 0 0 2.79992e-08 0 0 3.01214e-08 9.03049e-08 2.8311e-08 0 4.10989e-08 -------------------------------------------------------------- Initialization seed trial #613 of 1000; initialization seed = 493576838 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 494079 Distortion: 0.0397608 Distortions/cluster: 4.22609e-06 2.85499e-06 5.05792e-06 2.05016e-06 0.0356196 3.86531e-06 3.78913e-06 2.81007e-06 2.71299e-06 3.3645e-06 2.45348e-05 2.97041e-06 1.83594e-06 3.51271e-06 1.48757e-06 4.59967e-06 3.21701e-06 4.27414e-06 2.4608e-06 2.97319e-06 4.83749e-06 3.93004e-06 2.20927e-06 2.217e-06 2.37044e-35 3.49697e-06 3.7003e-06 1.4874e-06 1.8543e-06 4.81569e-35 3.3703e-06 3.58981e-06 2.33206e-06 1.83778e-06 2.35671e-06 0 2.29867e-06 1.83046e-06 2.81576e-06 3.45748e-06 4.08083e-06 3.34674e-06 0 1.37778e-06 3.55945e-06 5.15023e-06 3.01881e-06 2.83433e-06 4.78206e-06 3.14656e-06 1.24197e-06 0 1.90504e-06 0 0 5.27649e-06 1.59192e-05 0 3.11781e-06 3.59897e-06 0 4.11536e-06 0 2.30427e-06 0 4.30442e-06 3.12552e-06 0 3.54603e-06 2.99639e-06 3.48206e-06 0.00391362 3.25934e-06 7.89415e-06 0 0 Variance: 6.80369e-06 Variances/cluster: 4.22583e-08 1.0977e-07 2.87356e-08 1.65321e-08 0.035575 3.36086e-08 4.11826e-08 2.16141e-08 3.52308e-08 2.69072e-08 2.72576e-06 3.49345e-08 4.26834e-08 2.78763e-08 1.90692e-08 2.72146e-08 3.7395e-08 1.64378e-07 1.11816e-07 3.34037e-08 3.11995e-08 3.92875e-08 4.60125e-08 3.358e-08 0 3.64238e-08 3.39371e-08 1.70945e-08 2.01533e-08 2.67973e-31 2.39004e-08 2.36151e-08 3.19357e-08 1.97588e-08 2.10402e-08 0 3.06397e-08 1.88686e-08 3.1635e-08 4.93881e-08 4.16375e-08 2.635e-08 0 2.46003e-08 3.91019e-08 2.94201e-08 2.23596e-08 3.72815e-08 2.84622e-08 4.03282e-08 2.25789e-08 0 5.01283e-08 0 0 2.89892e-08 7.5794e-07 0 2.51413e-08 3.04971e-08 0 3.77524e-08 0 2.56e-08 0 3.80797e-08 2.29797e-08 0 2.85876e-08 4.21885e-08 2.97579e-08 0.00391989 2.90985e-08 9.07286e-08 0 0 -------------------------------------------------------------- Initialization seed trial #614 of 1000; initialization seed = 493576839 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 689209 Distortion: 0.000496991 Distortions/cluster: 0.000272435 3.57778e-06 2.56241e-06 2.45261e-06 2.85499e-06 3.58285e-06 3.92171e-06 2.62396e-06 2.90186e-06 1.08283e-34 2.37044e-35 8.38231e-07 2.69313e-06 3.24773e-06 4.73289e-06 4.59149e-06 4.49457e-06 3.25499e-06 1.7935e-06 2.5262e-06 1.97621e-06 1.92042e-06 2.45348e-05 9.64317e-35 2.74507e-06 5.33182e-06 3.11405e-06 1.59401e-06 1.59192e-05 1.57076e-06 0 0 4.52154e-06 4.10798e-06 4.95366e-06 2.36062e-06 0 1.76422e-06 5.00687e-06 1.27749e-35 3.5252e-06 5.42689e-06 3.29648e-06 1.89012e-06 2.14834e-06 4.67867e-06 0 6.14904e-06 1.8083e-06 2.75265e-06 0 0 0 0 0 1.44674e-06 3.39698e-06 4.34156e-06 4.214e-06 0 6.17313e-06 3.32198e-06 0 3.73173e-06 0 2.71576e-06 0 3.94931e-06 2.84946e-06 0 5.21836e-06 0 3.1245e-06 6.91072e-06 5.02145e-06 2.39251e-06 Variance: 8.50429e-08 Variances/cluster: 3.16754e-06 3.31243e-08 2.13512e-08 4.0204e-08 1.0977e-07 4.84024e-08 3.96014e-08 3.49834e-08 2.10255e-08 0 0 8.38159e-08 2.74782e-08 4.1107e-08 2.17086e-08 2.66922e-08 3.90705e-08 2.56276e-08 2.67663e-08 2.87043e-08 2.86383e-08 2.23285e-08 2.72576e-06 6.86694e-32 1.82992e-07 3.08171e-08 3.84426e-08 2.15387e-08 7.5794e-07 1.80531e-08 0 0 2.52578e-08 2.87177e-08 4.67171e-08 2.87856e-08 0 2.41653e-08 3.29292e-08 0 4.05073e-08 2.85601e-08 5.23203e-08 3.37493e-08 3.25479e-08 3.49124e-08 0 2.89953e-08 5.0226e-08 1.14655e-07 0 0 0 0 0 2.95228e-08 1.95212e-08 2.8749e-08 4.01202e-08 0 2.88438e-08 3.64933e-08 0 4.01227e-08 0 4.05205e-08 0 3.06121e-08 2.61387e-08 0 3.8642e-08 0 2.29715e-08 3.59818e-08 4.29044e-08 2.04464e-08 -------------------------------------------------------------- Initialization seed trial #615 of 1000; initialization seed = 493576840 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 727049 Distortion: 0.000211714 Distortions/cluster: 4.81569e-35 3.26507e-06 2.62672e-06 2.82105e-06 3.89561e-06 2.11084e-06 3.73981e-06 4.26189e-07 2.51198e-06 9.64317e-35 9.85484e-06 6.45786e-06 4.91552e-06 1.97627e-06 3.6594e-06 2.09094e-06 7.42937e-06 4.03776e-06 2.55616e-06 5.07582e-06 3.24519e-06 2.37044e-35 0 4.82106e-06 2.82523e-06 2.50414e-06 0 0 2.80904e-06 3.8925e-06 4.84387e-06 3.9172e-06 3.97683e-06 0 6.59149e-06 2.57809e-06 3.55429e-06 0 2.77429e-06 5.09997e-06 0 6.73464e-06 0 5.71323e-06 2.24121e-06 4.17192e-06 1.96328e-06 3.15209e-06 2.6563e-06 4.61806e-06 0 0 3.11461e-06 1.08283e-34 2.83398e-06 2.75582e-06 3.22026e-06 0 3.13453e-06 2.75989e-06 2.85499e-06 3.09368e-06 1.27749e-35 6.81149e-06 0 3.54963e-06 0 3.18314e-06 5.25522e-06 2.11109e-06 0 3.52348e-06 0 3.50156e-06 2.49455e-06 3.38083e-06 Variance: 3.62276e-08 Variances/cluster: 2.67973e-31 5.18218e-08 2.70773e-08 2.61177e-08 2.3325e-08 2.60575e-08 2.47644e-08 1.42054e-07 5.12605e-08 6.86694e-32 8.95767e-07 4.0355e-07 2.97884e-08 2.27137e-08 3.93359e-08 3.60483e-08 8.84364e-08 2.40322e-08 1.111e-07 3.23195e-08 2.10702e-08 0 0 3.91839e-08 4.09418e-08 2.21586e-08 0 0 2.16058e-08 3.16431e-08 2.70584e-08 3.15875e-08 3.97552e-08 0 4.19701e-08 3.68271e-08 4.03861e-08 0 3.6027e-08 3.7488e-08 0 3.34948e-08 0 4.46203e-08 2.05592e-08 3.86163e-08 2.92997e-08 3.38904e-08 3.74103e-08 4.80899e-08 0 0 1.88748e-08 0 2.44288e-08 2.8704e-08 2.26759e-08 0 1.25371e-07 2.70553e-08 1.0977e-07 2.13338e-08 0 3.10925e-08 0 2.38202e-08 0 3.31547e-08 1.75159e-06 2.13223e-08 0 4.09571e-08 0 3.76388e-08 2.49433e-08 3.44953e-08 -------------------------------------------------------------- Initialization seed trial #616 of 1000; initialization seed = 493576841 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 727435 Distortion: 0.000209033 Distortions/cluster: 6.10191e-06 2.59482e-06 2.4437e-06 2.9363e-06 3.98575e-06 4.25645e-06 2.6838e-06 5.25522e-06 1.59848e-06 3.26829e-06 3.32814e-06 1.60664e-06 2.85499e-06 3.48562e-06 8.00262e-06 1.84209e-06 3.89594e-06 1.71406e-06 3.12917e-06 3.36807e-06 1.91121e-06 3.65523e-06 3.12664e-06 1.86714e-06 9.85484e-06 3.16743e-06 2.65871e-06 2.37044e-35 2.94274e-06 1.08283e-34 5.77312e-06 3.28631e-06 9.64317e-35 2.54998e-06 1.57895e-06 2.57157e-06 4.77225e-06 2.56447e-06 0 2.93311e-06 4.27414e-06 2.2323e-06 0 3.3399e-06 1.51083e-06 9.38897e-06 3.21595e-06 4.60247e-06 5.07364e-06 2.05628e-06 2.85534e-06 2.75265e-06 2.90666e-06 1.34667e-06 2.42713e-06 0 2.69633e-06 3.12803e-06 3.84382e-06 3.75717e-06 0 4.79965e-06 0 0 4.81569e-35 0 1.91077e-06 4.98713e-06 0 1.9562e-06 0 1.27749e-35 6.14249e-06 0 0 4.26307e-06 Variance: 3.57689e-08 Variances/cluster: 2.96183e-08 3.24256e-08 3.48984e-08 3.4953e-08 3.62224e-08 2.97556e-08 3.11967e-08 1.75159e-06 1.88036e-08 3.36907e-08 3.36149e-08 4.86819e-08 1.0977e-07 3.78848e-08 9.09302e-08 2.27398e-08 3.16639e-08 2.14232e-08 3.63738e-08 2.21564e-08 5.0291e-08 3.32189e-08 4.28268e-08 2.36325e-08 8.95767e-07 3.16717e-08 4.08909e-08 0 3.67721e-08 0 2.94451e-08 2.69347e-08 6.86694e-32 3.26894e-08 2.32178e-08 2.04068e-08 2.56547e-08 2.6165e-08 0 1.85624e-08 1.64378e-07 3.38125e-08 0 3.88233e-08 2.43655e-08 4.13474e-08 2.79621e-08 2.47423e-08 3.31581e-08 3.73752e-08 3.70791e-08 1.14655e-07 2.15289e-08 2.69242e-07 3.37071e-08 0 2.1742e-08 4.11546e-08 2.34359e-08 2.74222e-08 0 3.42778e-07 0 0 2.67973e-31 0 3.0327e-08 3.05929e-08 0 1.99592e-08 0 0 2.95286e-08 0 0 4.02044e-08 -------------------------------------------------------------- Initialization seed trial #617 of 1000; initialization seed = 493576842 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 727013 Distortion: 0.00021017 Distortions/cluster: 2.61127e-06 3.18489e-06 3.0581e-06 1.27749e-35 3.71085e-06 5.25522e-06 3.91126e-06 2.58026e-06 4.56695e-06 2.6423e-06 1.66021e-06 5.10685e-06 1.4563e-06 1.74473e-06 1.51413e-06 2.84092e-06 2.58231e-06 2.50776e-06 5.52975e-06 3.26193e-06 1.86003e-06 1.92131e-06 1.08283e-34 2.43661e-06 9.71183e-06 2.37044e-35 2.85618e-06 2.80754e-06 8.55988e-06 2.70893e-06 3.55537e-06 6.02283e-06 2.24906e-06 4.21728e-06 2.64681e-06 5.9104e-06 3.58777e-06 4.92211e-06 0 3.95763e-06 0 2.2791e-06 3.18617e-06 2.68538e-06 0 2.6398e-06 4.24282e-06 0 2.72624e-06 3.66841e-06 2.49256e-06 1.42088e-06 0 4.78774e-06 1.86568e-06 1.99831e-06 4.81569e-35 4.71455e-06 2.22308e-06 2.46604e-06 0 3.14896e-06 3.97279e-06 9.85484e-06 0 3.53538e-06 0 3.95231e-06 2.31578e-06 2.35258e-06 4.4567e-06 0 9.64317e-35 3.52614e-06 0 0 Variance: 3.59633e-08 Variances/cluster: 4.66157e-08 2.24268e-08 5.45922e-08 0 2.76905e-08 1.75159e-06 4.11686e-08 2.52937e-08 1.69132e-07 3.10757e-08 2.4777e-08 3.31586e-08 1.86684e-08 1.87584e-08 2.4031e-08 2.21928e-08 3.03773e-08 4.10971e-08 2.94039e-08 2.28087e-08 2.06645e-08 1.94048e-08 0 3.47972e-08 4.35364e-08 0 3.39919e-08 3.59822e-08 9.61687e-08 2.73605e-08 2.16772e-08 5.47482e-08 2.70944e-08 3.90458e-08 2.78587e-08 3.93959e-07 2.29965e-08 1.32986e-07 0 3.59671e-08 0 3.73508e-08 3.70455e-08 2.88719e-08 0 4.47277e-08 4.24246e-08 0 3.53942e-08 2.91048e-08 3.50953e-08 2.12047e-08 0 2.63039e-08 2.1199e-08 3.27485e-08 2.67973e-31 3.83264e-08 1.30756e-07 1.98856e-08 0 3.70344e-08 2.37871e-08 8.95767e-07 0 2.05528e-08 0 2.28438e-08 2.69252e-08 3.85634e-08 2.95049e-08 0 6.86694e-32 2.46557e-08 0 0 -------------------------------------------------------------- Initialization seed trial #618 of 1000; initialization seed = 493576843 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 725718 Distortion: 0.000218886 Distortions/cluster: 3.17472e-06 3.48068e-06 0 4.80327e-06 7.10783e-06 2.66275e-06 1.76499e-06 3.08543e-06 3.68018e-06 3.63582e-06 1.2621e-05 2.64477e-06 2.21835e-06 2.10475e-06 2.62191e-06 5.53721e-06 2.38704e-06 9.64317e-35 3.08807e-06 1.66499e-06 3.21064e-06 4.56695e-06 2.37044e-35 6.60207e-06 2.78523e-06 2.6213e-06 9.85484e-06 3.76722e-06 2.07032e-06 2.22056e-06 4.31366e-06 6.29559e-06 4.52995e-06 3.64242e-06 5.25522e-06 2.47062e-06 4.81569e-35 2.23534e-06 4.25897e-06 4.10606e-06 0 0 5.91549e-06 2.62729e-06 2.25045e-06 1.27749e-35 0 4.80328e-06 2.27395e-06 8.55988e-06 3.45141e-06 8.03007e-06 2.17144e-06 2.84317e-06 5.29375e-06 0 3.64921e-06 0 0 2.4898e-06 6.45786e-06 1.08283e-34 0 3.28635e-06 3.13346e-06 0 0 4.56375e-06 0 0 2.24022e-06 1.754e-06 0 0 0 0 Variance: 3.74547e-08 Variances/cluster: 2.46081e-08 2.61677e-08 0 6.66898e-08 4.70566e-08 2.0801e-08 1.93934e-08 3.05462e-08 2.29991e-08 3.86759e-08 4.03097e-08 3.00517e-08 1.81816e-08 2.06329e-08 2.64816e-08 4.25811e-08 3.78871e-08 6.86694e-32 3.72027e-08 2.00579e-08 3.77601e-08 1.69132e-07 0 4.28565e-08 2.60271e-08 2.27919e-08 8.95767e-07 3.92289e-08 2.04958e-08 2.81058e-08 6.07375e-08 5.47395e-08 4.31282e-08 3.13975e-08 1.75159e-06 2.04165e-08 2.67973e-31 2.72577e-08 1.18266e-07 2.7555e-08 0 0 2.60571e-08 2.32476e-08 2.61655e-08 0 0 4.28827e-08 2.6439e-08 9.61687e-08 4.01297e-08 3.1729e-08 2.36005e-08 3.02439e-08 3.16887e-08 0 2.40056e-08 0 0 1.90038e-08 4.0355e-07 0 0 5.30009e-08 3.36901e-08 0 0 4.0374e-08 0 0 1.98233e-08 2.97261e-08 0 0 0 0 -------------------------------------------------------------- Initialization seed trial #619 of 1000; initialization seed = 493576844 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498799 Distortion: 0.0358515 Distortions/cluster: 2.00046e-06 2.28928e-06 0.0356196 3.49912e-06 3.44609e-06 5.53342e-06 3.9451e-06 2.5994e-06 2.37044e-35 2.97591e-06 1.94636e-06 4.56695e-06 2.96411e-06 0 1.08283e-34 3.5721e-06 0 0 4.70948e-06 2.24147e-06 2.36917e-06 1.59192e-05 3.27624e-06 2.96066e-06 1.98763e-06 0 1.27749e-35 2.73187e-06 3.52841e-06 3.36053e-06 3.49888e-06 2.82987e-06 4.79865e-06 2.63036e-06 5.91352e-06 3.27562e-06 1.45199e-06 3.47621e-06 0 2.84704e-06 1.39147e-06 5.02013e-06 0 3.77129e-06 3.73703e-06 0 8.29035e-06 0 5.20107e-06 3.09318e-06 2.18048e-06 2.6386e-06 4.10655e-06 0 2.12469e-06 2.43667e-06 4.40192e-06 2.19567e-06 7.27836e-06 2.35232e-06 2.84445e-06 1.89074e-06 0 0 2.61079e-06 4.4186e-06 5.33623e-06 2.72317e-06 5.6299e-06 0 3.4082e-06 2.45348e-05 2.44703e-06 4.81569e-35 2.76817e-06 0 Variance: 6.13476e-06 Variances/cluster: 2.1055e-08 2.48806e-08 0.035575 2.27195e-08 2.07578e-08 4.22262e-08 3.49093e-08 4.12468e-08 0 2.23732e-08 2.56077e-08 1.69132e-07 2.19544e-08 0 0 4.30244e-08 0 0 4.80399e-08 2.26391e-08 2.07798e-08 7.5794e-07 1.92703e-08 2.81943e-08 2.09206e-08 0 0 3.54761e-08 4.15071e-08 3.46416e-08 4.85912e-08 2.72079e-08 2.87249e-08 2.55344e-08 2.97065e-08 3.2429e-08 2.5032e-08 3.86214e-08 0 3.8471e-08 2.5765e-08 1.32065e-07 0 3.96847e-08 4.10627e-08 0 9.41992e-08 0 3.24961e-08 3.12415e-08 3.69548e-08 2.80677e-08 3.01926e-08 0 2.10341e-08 2.70715e-08 3.86006e-08 1.89259e-08 3.71226e-08 2.17787e-08 2.53947e-08 5.10966e-08 0 0 2.48626e-08 4.05243e-08 4.80593e-08 2.80715e-08 5.26e-08 0 2.06539e-08 2.72576e-06 2.57558e-08 2.67973e-31 3.79077e-08 0 -------------------------------------------------------------- Initialization seed trial #620 of 1000; initialization seed = 493576845 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 594526 Distortion: 0.00414592 Distortions/cluster: 3.73349e-06 3.07615e-06 1.72683e-06 2.73595e-06 4.65962e-06 4.46837e-06 2.42112e-06 2.56357e-06 0 2.19911e-06 2.01363e-06 3.41197e-06 5.23038e-06 2.65067e-06 3.76423e-06 5.18454e-06 3.1781e-06 2.43275e-06 2.73394e-06 2.8724e-06 3.80857e-06 1.51645e-06 3.05862e-06 7.49272e-06 2.69698e-06 5.35337e-06 3.45208e-06 8.29035e-06 1.95151e-06 2.37044e-35 3.9229e-06 4.28336e-06 2.28153e-06 0 4.24594e-06 4.81569e-35 2.53997e-06 2.42633e-06 1.74453e-06 1.59192e-05 3.77527e-06 2.9073e-06 3.05254e-06 0 0 0 3.55226e-06 2.14386e-06 2.66846e-06 3.90938e-06 2.66359e-06 0 3.53291e-06 4.28304e-06 4.27208e-06 2.2767e-06 5.61169e-06 9.64317e-35 5.55109e-06 0 4.13918e-06 3.66898e-06 0 2.73319e-06 0 0 2.45348e-05 0.00391362 0 4.56695e-06 0 1.73893e-06 3.32778e-06 0 0 1.35077e-06 Variance: 7.09433e-07 Variances/cluster: 2.12112e-08 2.5632e-08 2.61616e-08 5.26099e-08 3.94756e-08 3.26131e-08 2.5217e-08 1.70889e-08 0 3.85773e-08 1.99352e-08 4.43073e-08 4.15077e-08 2.5485e-08 2.46003e-08 1.3639e-07 4.8137e-08 2.58779e-08 2.90749e-08 2.68425e-08 3.92508e-08 1.84911e-08 3.43559e-08 4.89683e-08 3.54838e-08 4.82141e-08 3.05392e-08 9.41992e-08 1.99111e-08 0 3.11314e-08 4.28302e-08 2.09296e-08 0 3.07577e-08 2.67973e-31 4.53416e-08 2.50115e-08 1.9822e-08 7.5794e-07 4.1032e-08 3.63293e-08 2.16473e-08 0 0 0 3.25867e-08 2.12245e-08 2.49367e-08 2.75285e-08 3.24799e-08 0 3.21068e-08 3.08032e-08 4.10642e-08 1.86593e-08 2.92179e-08 6.86694e-32 4.3354e-08 0 3.13547e-08 2.44577e-08 0 2.62776e-08 0 0 2.72576e-06 0.00391989 0 1.69132e-07 0 2.41497e-08 4.82141e-08 0 0 1.9295e-08 -------------------------------------------------------------- Initialization seed trial #621 of 1000; initialization seed = 493576846 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 594830 Distortion: 0.00412492 Distortions/cluster: 2.81696e-06 3.50686e-06 4.52711e-06 4.42386e-06 2.37044e-35 3.07157e-06 5.25522e-06 3.89714e-06 2.09621e-06 3.75792e-06 2.9154e-06 3.1437e-06 3.43937e-06 4.81569e-35 9.85484e-06 2.62349e-06 1.34036e-06 2.77732e-06 3.53215e-06 1.8735e-06 4.25897e-06 0 5.46327e-06 8.54309e-06 2.34676e-06 2.49982e-06 4.30784e-06 2.03585e-06 3.42097e-06 9.64317e-35 0 3.60434e-06 4.56695e-06 2.71203e-06 4.6325e-06 1.32508e-06 2.30179e-06 3.69815e-06 2.87443e-06 3.13214e-06 4.83783e-06 2.60101e-06 3.19021e-06 0 2.6014e-06 3.09738e-06 2.48913e-06 0 0 3.64385e-06 0.00391362 5.90018e-06 4.41103e-06 0 3.5539e-06 2.63122e-06 2.49882e-06 0 1.27442e-06 4.71232e-06 0 2.44343e-06 4.05082e-06 2.41352e-06 6.45786e-06 0 2.73809e-06 2.57193e-06 0 1.9724e-06 0 3.42359e-06 2.68993e-06 5.7078e-06 0 2.80796e-06 Variance: 7.05838e-07 Variances/cluster: 2.30871e-08 2.30694e-08 3.32847e-08 3.94858e-08 0 3.6125e-08 1.75159e-06 2.1294e-08 3.74289e-08 2.66496e-08 1.94343e-08 4.76174e-08 3.09826e-08 2.67973e-31 8.95767e-07 4.76957e-08 2.85156e-08 3.05174e-08 2.40258e-08 2.7549e-08 1.18266e-07 0 4.62851e-08 9.59801e-08 3.21448e-08 5.43396e-08 3.12134e-08 2.14279e-08 3.80084e-08 6.86694e-32 0 2.70979e-08 1.69132e-07 3.34789e-08 3.43037e-08 2.40898e-08 3.77309e-08 2.11304e-08 4.2257e-08 3.44077e-08 2.24996e-08 1.81867e-08 3.54352e-08 0 3.46824e-08 3.51944e-08 3.15054e-08 0 0 2.7184e-08 0.00391989 4.4348e-08 4.1211e-08 0 3.77951e-08 3.65415e-08 3.04636e-08 0 2.6548e-08 3.11972e-08 0 2.77631e-08 2.83245e-08 3.65653e-08 4.0355e-07 0 2.91262e-08 2.0739e-08 0 2.73913e-08 0 2.18044e-08 2.77288e-08 2.88177e-08 0 6.84636e-08 -------------------------------------------------------------- Initialization seed trial #622 of 1000; initialization seed = 493576847 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 723143 Distortion: 0.000228127 Distortions/cluster: 1.88973e-06 1.40534e-06 2.85499e-06 1.97756e-06 2.9375e-06 1.26289e-06 2.03413e-06 3.28842e-06 2.96678e-06 4.72432e-06 5.3884e-06 5.53184e-06 2.0049e-06 5.38168e-06 3.43169e-06 1.39117e-06 2.53856e-06 2.65155e-06 2.59141e-06 4.81569e-35 3.47562e-06 2.59115e-06 4.92082e-06 2.44415e-06 3.2717e-06 1.59192e-05 3.36506e-06 2.10254e-06 1.31822e-06 2.37044e-35 5.9961e-06 8.00262e-06 9.64317e-35 4.27414e-06 3.73825e-06 2.05472e-06 0 2.75265e-06 5.18292e-06 3.19522e-06 3.12859e-06 2.40451e-06 6.11788e-06 3.54064e-06 1.8368e-06 4.24261e-06 2.2289e-06 3.50293e-06 3.0622e-06 0 1.26318e-06 1.78097e-06 2.95942e-06 0 1.32208e-06 2.45348e-05 1.08283e-34 5.05373e-06 0 0 1.27749e-35 0 1.58348e-06 0 1.41421e-06 1.71767e-06 5.57922e-06 1.37578e-06 2.45719e-06 0 5.27789e-06 2.00985e-06 2.31146e-06 4.86384e-06 0 1.69926e-06 Variance: 3.90361e-08 Variances/cluster: 2.66134e-08 2.06649e-08 1.0977e-07 2.70874e-08 3.86489e-08 1.63993e-08 3.08177e-08 2.17757e-08 4.06372e-08 4.07135e-08 4.17569e-08 3.17894e-08 2.82356e-08 3.24092e-08 2.65999e-08 3.75957e-08 5.28819e-08 3.78766e-08 3.5496e-08 2.67973e-31 2.75819e-08 2.81622e-08 2.52328e-08 3.49134e-08 4.24754e-08 7.5794e-07 3.46798e-08 2.47336e-08 1.85647e-08 0 4.44014e-08 9.09302e-08 6.86694e-32 1.64378e-07 2.3362e-08 3.21022e-08 0 1.14655e-07 3.21815e-08 3.99368e-08 1.87324e-08 2.47858e-08 3.77526e-08 4.84873e-08 2.51587e-08 2.49543e-08 1.90482e-08 2.94338e-08 2.35529e-08 0 2.00481e-08 4.9467e-08 2.66588e-08 0 1.97308e-08 2.72576e-06 0 2.52603e-08 0 0 0 0 2.0833e-08 0 3.14238e-08 2.77019e-08 4.16226e-08 2.21881e-08 2.76066e-08 0 4.32471e-08 2.13794e-08 2.4329e-08 3.92128e-08 0 1.90906e-08 -------------------------------------------------------------- Initialization seed trial #623 of 1000; initialization seed = 493576848 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 594814 Distortion: 0.00412084 Distortions/cluster: 2.25471e-06 2.60637e-06 4.50113e-06 6.45786e-06 9.64317e-35 9.85484e-06 2.34438e-06 5.03438e-06 3.17701e-06 4.70943e-06 2.20655e-06 4.15106e-06 2.69047e-06 2.37044e-35 1.75279e-06 7.32414e-06 4.41079e-06 3.32206e-06 0.00391362 4.76349e-06 5.25522e-06 2.21904e-06 3.46069e-06 2.69723e-06 1.45231e-06 5.22392e-06 4.31633e-06 2.68166e-06 2.33041e-06 1.45595e-06 2.49584e-06 2.97108e-06 1.79089e-06 1.46067e-06 2.94032e-06 4.5142e-06 3.9034e-06 2.40738e-06 1.9637e-06 2.53819e-06 4.02194e-06 0 0 2.09934e-06 5.28452e-06 3.1861e-06 0 0 2.44016e-06 0 2.40635e-06 3.70341e-06 0 2.60895e-06 2.28435e-06 2.7839e-06 2.27392e-06 5.6848e-06 3.06186e-06 0 1.6641e-06 0 4.0514e-06 0 6.46055e-06 2.24624e-06 1.32458e-06 3.91e-06 3.00585e-06 2.81668e-06 4.81569e-35 2.4608e-06 2.11501e-06 4.03417e-06 1.64656e-06 0 Variance: 7.0514e-07 Variances/cluster: 2.30045e-08 2.28608e-08 3.71876e-08 4.0355e-07 6.86694e-32 8.95767e-07 3.12557e-08 7.51328e-08 4.81221e-08 3.92324e-08 2.86539e-08 3.77246e-08 3.63457e-08 0 3.50535e-08 4.20788e-08 2.88192e-08 2.88847e-08 0.00391989 3.75045e-08 1.75159e-06 2.17534e-08 1.08136e-07 2.10703e-08 1.88591e-08 4.24572e-08 3.88824e-08 3.82968e-08 3.3289e-08 2.38652e-08 3.89941e-08 2.82936e-08 2.32556e-08 3.74498e-08 2.91095e-08 2.71916e-08 2.37991e-08 3.25293e-08 3.44394e-08 2.44035e-08 3.8661e-08 0 0 1.49942e-07 3.30175e-08 2.61129e-08 0 0 3.58738e-08 0 3.64575e-08 2.27183e-08 0 1.04322e-07 3.56899e-08 2.62603e-08 2.84216e-08 2.77283e-08 3.55914e-08 0 2.91913e-08 0 1.94762e-08 0 3.07544e-08 2.18061e-08 1.61515e-08 3.15295e-08 3.66537e-08 2.05573e-08 2.67973e-31 1.11816e-07 3.35687e-08 2.35895e-08 4.8424e-08 0 -------------------------------------------------------------- Initialization seed trial #624 of 1000; initialization seed = 493576849 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 61 BIC score: 726285 Distortion: 0.000213897 Distortions/cluster: 3.24617e-06 3.4802e-06 6.45786e-06 1.27749e-35 2.37044e-35 4.46115e-06 3.12104e-06 3.89572e-06 6.17359e-06 2.34149e-06 3.66516e-06 3.18829e-06 3.46428e-06 6.97463e-06 3.19475e-06 0 1.83632e-06 2.47963e-06 5.25522e-06 2.78714e-06 3.20841e-06 2.60074e-06 4.92865e-06 4.91095e-06 3.53374e-06 9.64317e-35 4.50823e-06 4.09519e-06 5.05569e-06 9.85484e-06 5.39236e-06 0 2.97618e-06 3.79414e-06 4.81569e-35 4.1047e-06 3.83212e-06 4.72337e-06 1.92897e-06 1.7513e-06 0 5.17622e-06 0 3.71729e-06 3.12402e-06 2.27291e-06 2.75651e-06 2.6757e-06 0 0 0 2.26984e-06 3.73068e-06 5.10441e-06 2.03032e-06 3.20731e-06 2.77368e-06 4.99643e-06 1.94568e-06 0 2.61556e-06 1.82068e-06 0 2.03424e-06 0 0 3.55957e-06 4.47977e-06 2.65884e-06 0 2.72946e-06 4.02684e-06 1.08283e-34 3.31407e-06 0 3.65521e-06 Variance: 3.66012e-08 Variances/cluster: 2.40435e-08 3.44545e-08 4.0355e-07 0 0 4.05425e-08 3.18444e-08 2.86425e-08 5.56131e-08 2.34122e-08 5.08897e-08 2.22938e-08 3.68419e-08 4.94617e-08 3.8488e-08 0 2.0177e-08 1.89262e-08 1.75159e-06 2.4883e-08 1.14575e-07 2.85772e-08 3.91037e-08 1.32684e-07 4.71008e-08 6.86694e-32 4.25166e-08 6.71276e-08 2.52701e-08 8.95767e-07 3.18971e-08 0 2.91758e-08 1.58076e-07 2.67973e-31 4.56043e-08 2.22778e-08 2.89752e-08 2.09652e-08 3.18389e-08 0 3.06259e-08 0 2.94997e-08 2.31388e-08 2.87684e-08 1.96876e-08 2.10667e-08 0 0 0 2.20353e-08 4.09841e-08 5.66985e-08 2.11466e-08 3.68627e-08 2.88896e-08 3.26458e-08 2.99307e-08 0 1.93728e-08 2.04547e-08 0 2.01389e-08 0 0 3.48862e-08 3.58267e-08 2.55628e-08 0 5.05411e-08 3.69314e-08 0 3.94402e-08 0 3.12379e-08 -------------------------------------------------------------- Initialization seed trial #625 of 1000; initialization seed = 493576850 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 727743 Distortion: 0.000206561 Distortions/cluster: 1.94188e-06 2.87329e-06 5.9104e-06 1.73062e-06 2.33663e-06 2.25421e-06 3.55959e-06 3.13239e-06 2.6056e-06 9.64317e-35 2.4608e-06 3.32451e-06 4.27327e-06 4.36214e-06 1.27749e-35 2.99687e-06 2.13916e-06 0 5.09529e-06 4.81569e-35 2.27975e-06 5.25522e-06 2.53941e-06 7.89415e-06 1.87998e-06 2.85499e-06 4.27414e-06 3.50106e-06 2.37044e-35 3.10499e-06 3.07197e-06 6.45361e-06 2.24369e-06 3.97003e-06 5.76352e-06 3.63086e-06 2.49462e-06 3.09249e-06 3.36939e-06 1.08283e-34 5.08272e-06 2.53994e-06 2.76764e-06 3.52774e-06 2.30179e-06 3.21421e-06 2.72559e-06 3.97807e-06 3.67951e-06 2.29604e-06 3.80886e-06 4.34857e-06 9.85484e-06 3.078e-06 2.41119e-06 0 0 2.22308e-06 3.97624e-06 0 0 0 2.38247e-06 4.55222e-06 0 2.25247e-06 3.52578e-06 1.49059e-06 0 0 2.56394e-06 0 2.90676e-06 3.60295e-06 2.79953e-06 0 Variance: 3.53459e-08 Variances/cluster: 1.90363e-08 2.66014e-08 3.93959e-07 2.4034e-08 2.68555e-08 3.63461e-08 3.66849e-08 3.72784e-08 2.68595e-08 6.86694e-32 1.11816e-07 2.55704e-08 3.91916e-08 2.58092e-08 0 1.99774e-08 2.35052e-08 0 3.58704e-08 2.67973e-31 2.71373e-08 1.75159e-06 3.43136e-08 9.07286e-08 2.61085e-08 1.0977e-07 1.64378e-07 2.33383e-08 0 3.30211e-08 2.10384e-08 3.70774e-08 2.11645e-08 4.51005e-08 3.66985e-08 3.94529e-08 3.8975e-08 2.17759e-08 3.50872e-08 0 2.82281e-08 3.21484e-08 3.59405e-08 2.41603e-08 2.2788e-08 2.32886e-08 2.06466e-08 4.79136e-08 4.08799e-08 1.79362e-08 3.84606e-08 3.12745e-08 8.95767e-07 3.10883e-08 1.8546e-08 0 0 1.30756e-07 4.14157e-08 0 0 0 5.06864e-08 2.32236e-08 0 2.61892e-08 2.35031e-08 2.56974e-08 0 0 3.12648e-08 0 2.69121e-08 4.04801e-08 3.73242e-08 0 -------------------------------------------------------------- Initialization seed trial #626 of 1000; initialization seed = 493576851 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 499046 Distortion: 0.0358334 Distortions/cluster: 1.88617e-06 2.73861e-06 0.0356196 1.86795e-06 5.18757e-06 1.23866e-06 1.4526e-06 2.42561e-06 4.81569e-35 2.41623e-06 1.08283e-34 1.88252e-06 7.23439e-06 1.02684e-06 3.28253e-06 2.21355e-06 4.46804e-06 2.84359e-06 2.48996e-06 3.77898e-06 3.73275e-06 5.05492e-06 3.84587e-06 0 5.9104e-06 2.80223e-06 5.25522e-06 6.34784e-06 2.37044e-35 2.64162e-06 1.34222e-06 5.13664e-06 3.82322e-06 3.2737e-06 1.67767e-06 1.94072e-06 2.76662e-06 0 2.40254e-06 1.96088e-06 3.36381e-06 0 2.64061e-06 0 1.5462e-06 0 9.85484e-06 2.21248e-06 1.27749e-35 9.97702e-06 0 1.99771e-06 2.08905e-06 0 2.83993e-06 4.47213e-06 1.67065e-06 2.09372e-06 2.04124e-06 1.55848e-06 1.39036e-06 1.26304e-06 4.5157e-06 2.47971e-06 5.7841e-06 9.54748e-06 1.54121e-06 3.5714e-06 5.32349e-06 0 3.6192e-06 6.58018e-06 5.11136e-06 0 0 6.44521e-06 Variance: 6.13166e-06 Variances/cluster: 8.98099e-08 2.2445e-08 0.035575 2.63067e-08 2.96407e-08 1.8766e-08 2.30551e-08 1.94032e-08 2.67973e-31 1.73814e-08 0 2.3827e-08 3.46031e-08 2.44466e-08 3.81656e-08 2.10794e-08 2.50992e-08 2.6824e-08 2.99969e-08 8.99673e-08 2.40801e-08 4.72276e-08 4.47047e-08 0 3.93959e-07 3.63898e-08 1.75159e-06 4.88149e-08 0 2.61517e-08 2.98246e-08 4.17482e-08 2.71127e-08 3.99197e-08 3.81252e-08 2.85375e-08 2.36439e-08 0 1.96912e-08 2.39103e-08 5.33891e-08 0 6.43983e-08 0 3.3611e-08 0 8.95767e-07 5.82177e-08 0 4.5751e-08 0 3.07313e-08 2.27052e-08 0 2.05769e-08 4.1395e-08 2.61016e-08 1.61041e-07 3.51914e-08 2.07779e-08 2.48249e-08 2.74549e-08 3.52758e-08 3.64634e-08 1.41029e-07 3.21359e-08 2.80195e-08 2.12558e-08 4.00132e-08 0 2.12876e-08 4.27146e-08 3.27622e-08 0 0 4.56961e-08 -------------------------------------------------------------- Initialization seed trial #627 of 1000; initialization seed = 493576852 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 594870 Distortion: 0.00414716 Distortions/cluster: 2.21758e-06 1.78111e-06 3.11402e-06 8.56267e-06 2.13916e-06 2.4056e-06 1.95032e-06 2.00253e-06 2.41556e-06 2.76629e-06 1.75102e-06 2.25697e-06 3.92537e-06 2.46424e-06 2.87923e-06 2.3169e-06 7.36222e-06 2.37044e-35 0.00391362 2.36533e-06 2.45348e-05 2.22434e-06 2.08536e-06 2.1569e-06 9.84553e-06 5.19693e-06 9.64317e-35 2.07162e-06 2.75265e-06 2.26335e-06 3.02639e-06 2.33894e-06 2.28442e-06 1.72731e-06 1.98321e-06 0 0 1.46576e-06 1.9676e-06 0 4.81569e-35 4.16872e-06 0 2.40431e-06 3.89965e-06 1.34511e-05 2.46511e-06 3.11302e-06 4.48581e-06 5.336e-06 1.78656e-06 0 0 4.89025e-06 0 2.21772e-06 6.32697e-06 0 1.03178e-05 0 2.7821e-06 2.60895e-06 0 2.04544e-06 1.38871e-06 0 2.71978e-06 1.37097e-06 3.98103e-06 7.37845e-06 2.59972e-06 2.47445e-06 0 0 6.78315e-06 9.94475e-06 Variance: 7.09645e-07 Variances/cluster: 2.99646e-08 1.48415e-07 3.08292e-08 4.65213e-08 1.72497e-08 3.25053e-08 1.74121e-08 2.8605e-08 2.59707e-08 3.50141e-08 3.01873e-08 2.82095e-08 2.61669e-08 2.86514e-08 1.98544e-08 2.22752e-08 4.25426e-08 0 0.00391989 3.28493e-08 2.72576e-06 3.53039e-08 3.9343e-08 3.47861e-08 3.20597e-08 4.51867e-08 6.86694e-32 2.46601e-08 1.14655e-07 2.82894e-08 2.80194e-08 3.54357e-08 2.17538e-08 4.93473e-08 2.00306e-08 0 0 2.29006e-08 2.16201e-08 0 2.67973e-31 2.85503e-08 0 3.53543e-08 1.11408e-07 7.07844e-07 1.95626e-08 2.45099e-08 5.90184e-08 4.16738e-08 2.15229e-08 0 0 7.40876e-08 0 1.99777e-08 4.61673e-08 0 4.42679e-08 0 2.10743e-08 1.04322e-07 0 2.80169e-08 4.78828e-08 0 2.19318e-08 2.21099e-08 2.28775e-08 3.72528e-08 2.34182e-08 3.25557e-08 0 0 4.55109e-08 5.205e-08 -------------------------------------------------------------- Initialization seed trial #628 of 1000; initialization seed = 493576853 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 594755 Distortion: 0.00411974 Distortions/cluster: 2.22989e-06 3.6941e-06 1.8083e-06 2.75265e-06 2.44846e-06 3.07212e-06 3.50553e-06 2.79587e-06 3.09719e-06 2.92409e-06 0.00391362 3.56745e-06 2.48633e-06 3.77155e-06 2.52066e-06 2.85499e-06 4.81569e-35 5.25522e-06 2.47217e-06 1.40012e-06 4.27414e-06 4.1462e-06 3.54189e-06 3.85525e-06 3.90008e-06 9.64317e-35 8.00262e-06 2.67619e-06 1.50194e-06 3.56633e-06 3.52395e-06 2.37044e-35 0 3.96403e-06 3.06701e-06 0 3.73632e-06 0 3.61389e-06 5.27595e-06 3.11773e-06 2.28431e-06 3.76069e-06 4.89902e-06 2.51427e-06 0 2.46795e-06 0 2.06534e-06 2.33925e-06 3.59887e-06 1.41672e-06 2.16395e-06 4.75962e-06 3.03e-06 2.55831e-06 0 2.69533e-06 4.68245e-06 4.91463e-06 9.85484e-06 0 0 2.63449e-06 1.76996e-06 4.63173e-06 2.52773e-06 0 0 4.60377e-06 5.67084e-06 1.65215e-06 4.13995e-06 0 1.48223e-06 2.5797e-06 Variance: 7.04952e-07 Variances/cluster: 2.37194e-08 3.76826e-08 5.0226e-08 1.14655e-07 1.63213e-07 3.53005e-08 4.86732e-08 1.95498e-08 3.82345e-08 3.2852e-08 0.00391989 3.30214e-08 2.28084e-08 2.19257e-08 3.50065e-08 1.0977e-07 2.67973e-31 1.75159e-06 2.60206e-08 1.99999e-08 1.64378e-07 3.94748e-08 4.26698e-08 4.23616e-08 2.46759e-08 6.86694e-32 9.09302e-08 2.32691e-08 2.11519e-08 3.96128e-08 2.84164e-08 0 0 2.34538e-08 2.89315e-08 0 2.39484e-08 0 3.40903e-08 3.87813e-08 2.71018e-08 2.92834e-08 4.13227e-08 3.20091e-08 4.05496e-08 0 2.49264e-08 0 2.61414e-08 1.9331e-08 2.74694e-08 1.7931e-08 2.10068e-08 3.86846e-08 4.09323e-08 2.06297e-08 0 1.99637e-08 2.64522e-08 4.16357e-08 8.95767e-07 0 0 2.74403e-08 2.85452e-08 2.31566e-08 3.6631e-08 0 0 4.1844e-07 4.42893e-08 1.7574e-08 3.20822e-08 0 2.11722e-08 2.50427e-08 -------------------------------------------------------------- Initialization seed trial #629 of 1000; initialization seed = 493576854 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 718154 Distortion: 0.000257672 Distortions/cluster: 1.8337e-06 2.75265e-06 2.57077e-06 3.03152e-06 2.69125e-06 3.73947e-06 1.62187e-06 2.19538e-06 3.55958e-06 5.80012e-06 2.85499e-06 2.21011e-06 3.37071e-06 2.37044e-35 3.60907e-06 5.1299e-06 2.57203e-06 6.45171e-06 9.64317e-35 2.26121e-06 4.10185e-06 4.81569e-35 4.3119e-06 2.63266e-06 1.08283e-34 4.35604e-05 3.55257e-06 1.9161e-06 4.18796e-06 3.89675e-06 0 1.96895e-06 1.46674e-06 3.00792e-06 2.49667e-06 2.09309e-06 3.91713e-06 2.57485e-06 5.23116e-06 2.88604e-06 1.96155e-06 3.09191e-06 2.13417e-06 0 3.74586e-06 3.69172e-06 5.66067e-06 3.52214e-06 0 5.46086e-06 2.82997e-06 3.04679e-06 4.60675e-06 4.50197e-06 1.27749e-35 0 4.81021e-06 0 0 2.45337e-06 1.93105e-06 0 3.07828e-06 2.81904e-06 3.45342e-06 3.05006e-06 0 0 0 0 3.10001e-05 5.54354e-06 3.21961e-06 0 0 0 Variance: 4.40917e-08 Variances/cluster: 3.21595e-08 1.14655e-07 3.8939e-08 2.2453e-08 3.28092e-08 3.70212e-08 3.05915e-08 4.87825e-08 2.89371e-08 5.4202e-08 1.0977e-07 3.39905e-08 2.76264e-08 0 3.57217e-08 2.4426e-08 3.62138e-08 3.10151e-08 6.86694e-32 1.79445e-08 2.66326e-08 2.67973e-31 3.14706e-08 3.60616e-08 0 2.7222e-06 2.33701e-08 1.97514e-08 2.8682e-08 3.09165e-08 0 2.69691e-08 1.88027e-08 2.38703e-08 2.01326e-08 3.48732e-08 2.94426e-08 3.57508e-08 2.60234e-08 3.84777e-08 1.98116e-08 2.07486e-08 3.55579e-08 0 3.74464e-08 2.81717e-08 6.21995e-08 3.55665e-08 0 2.81395e-08 2.66946e-08 3.31144e-08 3.05057e-08 4.45591e-08 0 0 1.65857e-07 0 0 3.02859e-08 3.44716e-08 0 4.88469e-08 2.40923e-08 3.924e-08 3.5463e-08 0 0 0 0 3.09968e-07 2.70393e-08 3.42481e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #630 of 1000; initialization seed = 493576855 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 498637 Distortion: 0.0360969 Distortions/cluster: 2.87205e-06 4.47558e-06 2.02629e-06 2.59324e-06 5.9104e-06 2.35161e-06 1.7495e-06 2.44291e-06 5.59862e-06 1.30849e-06 1.49039e-06 2.89633e-06 1.95333e-06 2.06342e-06 3.83636e-06 2.09762e-06 2.36507e-06 2.34834e-06 5.48811e-06 2.1417e-06 5.25522e-06 2.96921e-06 2.25286e-06 2.96724e-06 2.56833e-06 1.08283e-34 3.15492e-06 6.43815e-06 2.75265e-06 7.20996e-06 1.60352e-06 2.85499e-06 2.37044e-35 2.50827e-06 1.86114e-06 4.11329e-06 0 3.28016e-06 1.68637e-06 9.85484e-06 1.91808e-06 2.19555e-06 0 1.27749e-35 1.06094e-05 5.27498e-06 0 2.85685e-06 3.10639e-06 0.0356196 0 1.56333e-06 0 2.06095e-06 0 2.78107e-06 0 7.37409e-06 2.51413e-06 2.74903e-06 5.9994e-06 0 6.61064e-06 0 0.000271944 2.9649e-06 0 4.27414e-06 1.96906e-06 1.27027e-06 2.18345e-06 3.20819e-06 0 0 8.85641e-06 1.70912e-06 Variance: 6.17674e-06 Variances/cluster: 3.15582e-08 5.59398e-08 1.80903e-08 3.75808e-08 3.93959e-07 2.86756e-08 3.3642e-08 2.80769e-08 3.88671e-08 2.14482e-08 1.79545e-08 2.28035e-08 1.30208e-07 1.76345e-08 2.20461e-08 2.27982e-08 2.23093e-08 2.86356e-08 3.22724e-08 1.91201e-08 1.75159e-06 2.45368e-08 2.78106e-08 3.33371e-08 2.98617e-08 0 2.22158e-08 3.15492e-08 1.14655e-07 3.85434e-08 2.6723e-08 1.0977e-07 0 1.75388e-08 2.73668e-08 2.49268e-08 0 3.76997e-08 1.93816e-08 8.95767e-07 2.39738e-08 2.64501e-08 0 0 4.17556e-08 4.11973e-08 0 3.66234e-08 3.98221e-08 0.035575 0 3.81269e-08 0 3.12237e-08 0 2.37678e-08 0 4.69536e-08 2.51389e-08 2.64306e-08 4.54353e-08 0 4.49569e-08 0 3.27612e-06 2.08777e-08 0 1.64378e-07 1.94934e-08 2.2283e-08 2.42576e-08 3.08451e-08 0 0 5.03043e-08 3.05173e-08 -------------------------------------------------------------- Initialization seed trial #631 of 1000; initialization seed = 493576856 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 726650 Distortion: 0.000213322 Distortions/cluster: 3.08456e-06 2.09527e-06 3.89532e-06 6.7576e-06 2.7674e-06 2.25287e-06 1.45549e-06 4.56695e-06 1.25104e-06 3.64899e-06 5.25522e-06 7.74612e-06 4.81569e-35 2.9231e-06 3.04106e-06 9.64317e-35 8.16378e-06 3.44731e-06 0 2.25701e-06 2.71241e-06 6.33045e-06 2.38953e-06 3.06884e-06 2.44245e-06 3.06731e-06 1.74557e-06 2.7603e-06 2.75827e-06 2.45504e-06 2.18648e-06 2.85414e-06 3.37745e-06 1.80017e-06 2.37044e-35 0 2.56958e-06 5.58964e-06 2.92444e-06 5.363e-06 6.89635e-06 1.47045e-06 0 2.08589e-06 2.36656e-06 2.00129e-06 2.39853e-06 1.27749e-35 2.46407e-06 0 0 7.05547e-06 4.57211e-06 6.01431e-06 3.2964e-06 5.83568e-06 0 1.08283e-34 2.71008e-06 0 0 6.70785e-06 2.50769e-06 3.57624e-06 2.63485e-06 2.9729e-06 8.21019e-06 2.67497e-06 0 0 0 0 9.85484e-06 1.39168e-06 0 2.61933e-06 Variance: 3.65027e-08 Variances/cluster: 2.25131e-08 2.75668e-08 4.63576e-08 4.27557e-08 3.8974e-08 1.4079e-07 4.85124e-08 1.69132e-07 4.03527e-08 2.68279e-08 1.75159e-06 3.83349e-08 2.67973e-31 1.82678e-08 2.0408e-08 6.86694e-32 9.38273e-08 2.89666e-08 0 2.59403e-08 2.71218e-08 4.21894e-08 2.09584e-08 3.19642e-08 2.57076e-08 2.04463e-08 3.56208e-08 3.72984e-08 2.33727e-08 3.06853e-08 2.20837e-08 2.12977e-08 2.39514e-08 3.33344e-08 0 0 2.47054e-08 3.99189e-07 2.68265e-08 4.78691e-08 3.14798e-08 4.45553e-08 0 3.41926e-08 2.07571e-08 2.94283e-08 2.57884e-08 0 3.07982e-08 0 0 5.00238e-08 4.1551e-08 3.32174e-08 2.37123e-08 1.42286e-07 0 0 2.68301e-08 0 0 4.59295e-08 1.99005e-08 2.09119e-08 3.76375e-08 2.41678e-08 4.04309e-08 2.36702e-08 0 0 0 0 8.95767e-07 3.02512e-08 0 2.6191e-08 -------------------------------------------------------------- Initialization seed trial #632 of 1000; initialization seed = 493576857 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 726371 Distortion: 0.000213382 Distortions/cluster: 2.30422e-06 2.65995e-06 5.52972e-06 3.81095e-06 2.17757e-06 9.64317e-35 4.73088e-06 2.08715e-06 1.99949e-06 2.37044e-35 3.03981e-06 2.72978e-06 5.07973e-06 7.10029e-06 2.52242e-06 3.39648e-06 1.15227e-06 1.62793e-06 2.10084e-06 5.42731e-06 4.6561e-06 2.64247e-06 1.59331e-06 5.94736e-06 2.21204e-06 1.95025e-06 9.85484e-06 1.95146e-06 0 0 5.51966e-06 0 1.27749e-35 2.10665e-06 1.42719e-06 1.08283e-34 7.81995e-06 3.65778e-06 0 4.15455e-06 0 2.93947e-06 1.89186e-06 1.88451e-06 4.37736e-06 2.88911e-06 6.20658e-06 5.25522e-06 1.90815e-06 4.81569e-35 1.0527e-06 2.00035e-06 4.96008e-06 1.83893e-06 6.21369e-06 2.02206e-06 5.40578e-06 0 1.64008e-06 2.32118e-06 3.01568e-06 0 0 3.49756e-06 1.40067e-06 7.01019e-06 3.58306e-06 1.82972e-06 3.25116e-06 5.90156e-06 0 6.45786e-06 3.59964e-06 0 2.17631e-06 1.88119e-06 Variance: 3.6513e-08 Variances/cluster: 1.85808e-08 3.28359e-08 1.38197e-07 2.35216e-08 3.81996e-08 6.86694e-32 2.70312e-08 3.11486e-08 2.94018e-08 0 2.643e-08 2.29373e-08 3.19376e-08 4.92917e-08 2.19322e-08 3.36256e-08 3.2005e-08 2.19972e-08 3.23177e-08 4.88795e-08 4.70157e-08 2.75233e-08 3.18635e-08 2.84537e-08 1.94022e-08 2.46846e-08 8.95767e-07 2.63685e-08 0 0 3.08259e-08 0 0 4.05089e-08 2.59467e-08 0 9.19903e-08 2.32959e-08 0 1.53859e-07 0 2.601e-08 2.95578e-08 2.51245e-08 3.7724e-08 2.10866e-08 4.88561e-08 1.75159e-06 4.4372e-08 2.67973e-31 2.44793e-08 3.3902e-08 4.06431e-08 3.46948e-08 3.76466e-08 1.94412e-08 2.82933e-08 0 4.31562e-08 1.87175e-08 3.10867e-08 0 0 2.24178e-08 3.11232e-08 4.37995e-08 2.11991e-08 3.45199e-08 2.87686e-08 4.43581e-08 0 4.0355e-07 2.41563e-08 0 9.06729e-08 3.08365e-08 -------------------------------------------------------------- Initialization seed trial #633 of 1000; initialization seed = 493576858 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 726532 Distortion: 0.000212349 Distortions/cluster: 1.42761e-06 0 2.68602e-06 4.03185e-06 3.6275e-06 2.37044e-35 3.80349e-06 2.27889e-06 4.8968e-06 3.77528e-06 1.08283e-34 2.50017e-06 2.25687e-06 4.56695e-06 9.85484e-06 0 2.34958e-06 5.26232e-06 3.32117e-06 1.02844e-06 3.23658e-06 5.25522e-06 4.46833e-06 2.02351e-06 2.55571e-06 2.04017e-06 3.96594e-06 4.70852e-06 3.10013e-06 1.5203e-06 2.89252e-06 3.12124e-06 9.64317e-35 3.16969e-06 2.37749e-06 1.41809e-06 0 1.74031e-06 0 5.31309e-06 6.68933e-06 2.89711e-06 2.78544e-06 0 0 2.21161e-06 4.79965e-06 4.98555e-06 0 1.63759e-06 8.29035e-06 4.14593e-06 6.6365e-06 6.73629e-06 3.47289e-06 3.04974e-06 0 1.27749e-35 2.43997e-06 5.73909e-06 4.55991e-06 4.81569e-35 1.2049e-06 0 3.5508e-06 0 1.48565e-06 3.02757e-06 2.41369e-06 0 3.71952e-06 5.33125e-06 1.4011e-06 2.29629e-06 4.36169e-06 1.90504e-06 Variance: 3.63363e-08 Variances/cluster: 2.16279e-08 0 2.76884e-08 4.15618e-08 2.48438e-08 0 3.96166e-08 2.61918e-08 3.0595e-08 2.63983e-08 0 2.3809e-08 2.89317e-08 1.69132e-07 8.95767e-07 0 2.00802e-08 1.34887e-07 3.60879e-08 2.09863e-08 5.05671e-08 1.75159e-06 3.66139e-08 2.62769e-08 3.6498e-08 1.85454e-08 4.08835e-08 4.35937e-08 2.98063e-08 1.74727e-08 3.8047e-08 2.53737e-08 6.86694e-32 5.37057e-08 2.33067e-08 1.79484e-08 0 2.48524e-07 0 4.53974e-08 4.39941e-08 3.53278e-08 2.62753e-08 0 0 1.7834e-08 3.42778e-07 3.74735e-08 0 1.79934e-08 9.41992e-08 3.83757e-08 3.40223e-08 3.01976e-08 2.49826e-08 2.60633e-08 0 0 3.87181e-08 3.7754e-08 2.99967e-08 2.67973e-31 1.7717e-08 0 4.12848e-08 0 1.92922e-08 2.0735e-08 2.87318e-08 0 2.3539e-08 4.16371e-08 2.33489e-08 2.60911e-08 2.61156e-08 5.01283e-08 -------------------------------------------------------------- Initialization seed trial #634 of 1000; initialization seed = 493576859 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 726242 Distortion: 0.000213978 Distortions/cluster: 3.53999e-06 3.84123e-06 3.10004e-06 5.01344e-06 0 2.93003e-06 4.2161e-06 5.37834e-06 4.25077e-06 2.37044e-35 1.93772e-06 1.18429e-06 0 1.08283e-34 1.27749e-35 2.75964e-06 3.34724e-06 4.92723e-06 3.76346e-06 3.63005e-06 3.32878e-06 0 2.65662e-06 0 0 1.59813e-06 3.81481e-06 1.96743e-06 5.25815e-06 3.96134e-06 4.56695e-06 4.24192e-06 3.31008e-06 6.45786e-06 5.53673e-06 5.01589e-06 3.2732e-06 1.53291e-06 9.85484e-06 3.52578e-06 2.78263e-06 5.8905e-06 2.82614e-06 3.58256e-06 0 3.16205e-06 2.24132e-06 2.50562e-06 5.83368e-06 0 2.72387e-06 1.85708e-06 5.25522e-06 2.19682e-06 0 0 5.34491e-06 2.32709e-06 4.81569e-35 2.67178e-06 2.79814e-06 1.55293e-06 0 0 1.90019e-06 0 3.67234e-06 1.68586e-06 3.91519e-06 3.36252e-06 9.64317e-35 8.66831e-06 6.69611e-06 3.00943e-06 0 1.79451e-06 Variance: 3.6615e-08 Variances/cluster: 2.42444e-08 4.62644e-08 4.18788e-08 3.07546e-08 0 2.06315e-08 4.05261e-08 4.26714e-08 3.4556e-08 0 3.12507e-08 2.11462e-08 0 0 0 5.10999e-08 3.52232e-08 3.21936e-08 2.70729e-08 2.34177e-08 2.56038e-08 0 2.55415e-08 0 0 2.61962e-08 2.84663e-08 2.893e-08 1.34779e-07 4.04193e-08 1.69132e-07 2.8847e-08 2.39838e-08 4.0355e-07 3.31433e-08 4.86829e-08 3.14702e-08 1.86923e-08 8.95767e-07 3.6724e-08 2.60034e-08 4.0611e-08 3.62297e-08 3.61756e-08 0 3.67648e-08 2.91055e-08 1.97276e-08 2.97539e-08 0 3.3215e-08 2.04052e-08 1.75159e-06 1.71611e-08 0 0 3.53938e-08 2.50195e-08 2.67973e-31 2.05503e-08 2.27464e-08 1.72527e-08 0 0 1.95879e-08 0 4.22072e-08 2.10714e-08 5.4373e-08 4.30949e-08 6.86694e-32 9.63048e-08 4.9956e-08 2.42675e-08 0 2.03904e-08 -------------------------------------------------------------- Initialization seed trial #635 of 1000; initialization seed = 493576860 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 493684 Distortion: 0.0397374 Distortions/cluster: 2.1523e-06 1.50645e-06 2.37227e-06 2.66505e-06 2.37044e-35 3.17109e-06 2.39983e-06 2.5741e-06 0 1.15482e-06 3.64404e-06 2.36063e-06 2.28233e-06 4.60377e-06 4.81569e-35 2.72494e-06 2.04205e-06 0.00391362 4.98324e-06 1.80171e-06 3.47245e-06 2.14647e-06 2.52204e-06 9.85484e-06 2.67235e-06 3.70839e-06 8.29035e-06 2.96247e-06 2.53401e-06 5.25522e-06 2.89353e-06 2.90182e-06 2.58999e-06 4.80717e-06 3.38438e-06 2.79086e-06 0.0356196 2.52403e-06 3.02414e-06 0 2.88887e-06 2.87305e-06 2.69565e-06 1.9354e-06 0 2.86096e-06 3.58236e-06 3.64249e-06 3.43414e-06 2.07916e-06 3.0045e-06 2.14296e-06 2.6884e-06 3.26629e-06 2.12725e-06 0 3.54983e-06 2.60644e-06 3.5908e-06 1.57081e-06 5.18454e-06 2.76564e-06 3.16079e-06 0 2.78732e-06 0 1.70042e-06 3.93368e-06 5.31806e-06 2.10376e-06 3.75807e-06 4.22821e-06 4.56695e-06 1.55533e-06 1.81272e-06 0 Variance: 6.79969e-06 Variances/cluster: 2.1308e-08 2.35362e-08 2.08075e-08 2.04982e-08 0 4.80323e-08 2.60828e-08 4.21844e-08 0 2.81637e-08 3.46936e-08 3.47038e-08 1.74208e-08 4.1844e-07 2.67973e-31 2.54637e-08 1.57063e-07 0.00391989 3.48449e-08 2.5374e-08 3.77417e-08 2.35855e-08 2.80202e-08 8.95767e-07 1.89512e-08 2.45564e-08 9.41992e-08 3.3654e-08 2.87928e-08 1.75159e-06 1.95491e-08 2.14931e-08 3.92293e-08 2.58365e-08 2.08888e-08 2.21478e-08 0.035575 2.35863e-08 2.23991e-08 0 3.70339e-08 2.71018e-08 3.79551e-08 3.39431e-08 0 4.5408e-08 3.80977e-08 3.05992e-08 3.85829e-08 3.40733e-08 3.66285e-08 2.27954e-08 3.12501e-08 2.61218e-08 2.02577e-08 0 3.54952e-08 2.30631e-08 4.27441e-08 1.7648e-08 1.3639e-07 4.76675e-08 2.98155e-08 0 3.48301e-08 0 4.85792e-08 2.67575e-08 4.87749e-08 4.12465e-08 3.15701e-08 4.22784e-08 1.69132e-07 2.04631e-08 2.9714e-08 0 -------------------------------------------------------------- Initialization seed trial #636 of 1000; initialization seed = 493576861 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 726830 Distortion: 0.000212076 Distortions/cluster: 8.00262e-06 4.0203e-06 2.4528e-06 5.96698e-06 2.21947e-06 2.66673e-06 3.6002e-06 3.5291e-06 2.45e-06 1.90345e-06 0 9.64317e-35 1.99035e-06 4.67781e-06 3.38855e-06 2.31013e-06 2.39435e-06 5.40095e-06 2.37044e-35 2.4608e-06 2.86265e-06 1.77407e-06 6.08596e-06 3.31024e-06 2.67841e-06 2.85028e-06 3.51844e-06 5.38315e-06 2.56055e-06 2.6459e-06 2.95305e-06 4.81569e-35 3.62777e-06 2.47788e-06 4.82901e-06 0 2.95383e-06 2.64594e-06 2.3372e-06 5.17159e-06 4.12639e-06 2.20084e-06 2.03415e-06 2.85499e-06 2.12473e-06 0 2.86437e-06 0 3.51794e-06 2.77612e-06 0 0 2.43806e-06 2.07997e-06 2.4115e-06 4.52634e-06 4.25642e-06 6.45786e-06 0 6.47323e-06 0 4.27414e-06 5.01081e-06 0 3.68603e-06 4.52363e-06 0 4.01655e-06 1.27749e-35 9.85484e-06 1.08283e-34 4.21167e-06 0 0 5.25522e-06 0 Variance: 3.62896e-08 Variances/cluster: 9.09302e-08 3.62073e-08 1.93111e-08 2.80116e-08 3.52264e-08 2.16785e-08 3.67257e-08 2.38431e-08 2.02461e-08 3.12012e-08 0 6.86694e-32 2.07304e-08 4.72359e-08 3.93892e-08 1.77687e-08 2.3472e-08 2.72751e-08 0 1.11816e-07 3.62251e-08 2.24545e-08 2.92569e-08 3.84788e-08 3.52392e-08 3.85046e-08 4.04394e-08 2.97313e-08 3.28168e-08 2.90733e-08 3.88528e-08 2.67973e-31 5.33449e-08 3.1363e-08 3.1347e-08 0 2.83929e-08 2.30062e-08 2.33699e-08 4.27262e-08 2.80615e-08 3.18933e-08 2.01378e-08 1.0977e-07 3.66305e-08 0 2.62755e-08 0 2.4428e-08 4.95692e-08 0 0 4.20219e-08 2.97111e-08 2.41121e-08 2.47316e-08 3.7334e-08 4.0355e-07 0 3.08222e-08 0 1.64378e-07 3.03656e-08 0 2.73015e-08 3.8984e-08 0 4.27256e-08 0 8.95767e-07 0 4.08765e-08 0 0 1.75159e-06 0 -------------------------------------------------------------- Initialization seed trial #637 of 1000; initialization seed = 493576862 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 726967 Distortion: 0.00020831 Distortions/cluster: 3.87558e-06 2.38304e-06 3.38211e-06 4.46496e-06 1.27749e-35 2.10567e-06 1.08283e-34 1.47152e-06 3.80057e-06 4.5654e-06 3.13757e-06 2.87853e-06 1.59541e-06 2.95373e-06 5.28132e-06 2.75265e-06 2.76537e-06 4.58181e-06 1.37793e-06 2.37044e-35 1.40945e-06 4.81569e-35 4.05875e-06 2.72047e-06 3.33481e-06 2.10083e-06 3.48785e-06 1.34088e-06 0 2.11331e-06 3.43786e-06 6.45786e-06 2.08192e-06 3.04159e-06 3.04582e-06 2.11832e-06 2.81575e-06 9.85484e-06 1.57268e-06 4.01519e-06 4.75406e-06 9.64317e-35 4.08551e-06 1.1026e-06 2.34719e-06 2.85499e-06 2.40437e-06 2.45816e-06 4.49135e-06 0 0 4.10059e-06 0 4.27414e-06 1.99638e-06 0 3.18162e-06 3.24364e-06 3.99121e-06 2.52289e-06 7.76697e-06 2.98355e-06 2.13225e-06 5.25522e-06 2.5008e-06 2.14576e-06 3.68814e-06 4.53728e-06 0 0 0 1.99695e-06 3.25951e-06 2.24207e-06 6.01719e-06 3.59383e-06 Variance: 3.5645e-08 Variances/cluster: 3.10019e-08 2.6185e-08 4.83014e-08 3.91535e-08 0 2.88422e-08 0 1.79438e-08 4.36811e-08 3.62218e-08 5.31744e-08 4.05291e-08 1.89913e-08 3.3948e-08 3.99971e-08 1.14655e-07 2.63343e-08 3.31987e-08 2.41721e-08 0 1.93058e-08 2.67973e-31 4.01832e-08 2.59062e-08 2.09711e-08 1.61588e-08 3.25939e-08 2.19797e-08 0 2.11313e-08 2.45532e-08 4.0355e-07 2.42055e-08 3.10265e-08 2.39749e-08 2.13952e-08 3.754e-08 8.95767e-07 2.8081e-08 4.36395e-08 2.41302e-08 6.86694e-32 4.12543e-08 2.62495e-08 3.3056e-08 1.0977e-07 2.70064e-08 3.41384e-08 4.15728e-08 0 0 3.56544e-08 0 1.64378e-07 1.90115e-08 0 4.0777e-08 2.10602e-08 3.21766e-08 2.57414e-08 9.03049e-08 2.19307e-08 3.74047e-08 1.75159e-06 3.67641e-08 1.95052e-08 3.23493e-08 3.844e-08 0 0 0 2.14705e-08 2.14423e-08 2.31121e-08 4.45575e-08 3.07137e-08 -------------------------------------------------------------- Initialization seed trial #638 of 1000; initialization seed = 493576863 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 718185 Distortion: 0.000257025 Distortions/cluster: 3.39129e-06 5.11331e-06 2.76646e-06 3.52876e-06 3.90419e-06 3.01093e-06 2.59219e-06 3.00072e-06 2.95957e-06 2.26602e-06 9.64317e-35 1.08283e-34 3.59308e-06 2.269e-06 4.05299e-06 2.60855e-06 3.4875e-06 4.22766e-06 3.83201e-06 2.98308e-06 2.37044e-35 3.15417e-06 3.93996e-06 4.12915e-06 0 3.62749e-06 3.92433e-06 0 2.12763e-06 3.0495e-06 3.31208e-06 2.70032e-06 2.75602e-06 3.03312e-06 3.90632e-06 0 3.17434e-06 4.17848e-06 1.84619e-06 1.94574e-06 3.28233e-06 0 4.36856e-06 0 1.27749e-35 5.46675e-06 3.05276e-06 4.14164e-06 2.92984e-06 1.89699e-06 1.89838e-06 3.08055e-05 3.50205e-06 0 1.90504e-06 4.33666e-06 1.80436e-06 0 4.09986e-06 3.82265e-06 4.31041e-06 0 2.95549e-06 0 0 4.35604e-05 4.81569e-35 3.69824e-06 0 0 4.78006e-06 3.66065e-06 3.5817e-06 0 2.77205e-06 0 Variance: 4.39809e-08 Variances/cluster: 2.06762e-08 1.7043e-07 2.51471e-08 3.42567e-08 2.33756e-08 4.01429e-08 3.32301e-08 3.40889e-08 3.48073e-08 1.90405e-08 6.86694e-32 0 2.05301e-08 4.05044e-08 3.14081e-08 3.4778e-08 5.20365e-08 4.10318e-08 3.16668e-08 2.59374e-08 0 2.31904e-08 6.45836e-08 3.41143e-08 0 2.79005e-08 3.701e-08 0 2.50279e-08 2.77203e-08 2.47149e-08 3.46165e-08 3.62514e-08 3.93888e-08 2.51999e-08 0 2.2511e-08 3.63229e-08 2.84001e-08 3.18868e-08 2.85395e-08 0 1.24775e-07 0 0 3.17729e-08 4.01644e-08 4.18311e-08 2.66326e-08 3.44793e-08 3.64952e-08 3.08023e-07 2.27381e-08 0 5.01283e-08 2.61159e-08 3.00698e-08 0 2.76993e-08 8.68491e-08 3.19186e-08 0 3.99271e-08 0 0 2.7222e-06 2.67973e-31 2.40124e-08 0 0 2.67019e-08 1.96792e-08 3.61756e-08 0 3.50861e-08 0 -------------------------------------------------------------- Initialization seed trial #639 of 1000; initialization seed = 493576864 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 726889 Distortion: 0.000210944 Distortions/cluster: 2.92863e-06 2.04737e-06 4.83141e-06 4.25897e-06 2.39183e-06 4.41178e-06 9.64317e-35 5.77484e-06 1.75052e-06 3.69916e-06 8.09062e-06 4.01605e-06 3.32535e-06 0 1.46874e-06 1.90572e-06 5.25522e-06 1.35182e-06 2.09646e-06 0 9.85484e-06 1.49402e-06 3.89074e-06 2.37044e-35 4.50535e-06 2.25917e-06 4.98409e-06 6.02607e-06 2.093e-06 2.33132e-06 6.45786e-06 4.13753e-06 4.54113e-06 1.76228e-06 0 2.18107e-06 3.2079e-06 2.46683e-06 3.59935e-06 2.94188e-06 2.20734e-06 2.16996e-06 2.18269e-06 3.32302e-06 4.4375e-06 5.02817e-06 1.27749e-35 1.96175e-06 2.37076e-06 2.0119e-06 1.86822e-06 2.99665e-06 1.73203e-06 0 2.12235e-06 0 1.08283e-34 0 4.90117e-06 5.52171e-06 5.00526e-06 0 3.5685e-06 4.81569e-35 1.54616e-06 2.13648e-06 6.06421e-06 2.66555e-06 0 0 1.93576e-06 5.57327e-06 3.38543e-06 0 3.92931e-06 1.96007e-06 Variance: 3.60958e-08 Variances/cluster: 3.36514e-08 2.49649e-08 3.99159e-08 1.18266e-07 1.88311e-08 4.28192e-08 6.86694e-32 3.05521e-08 2.6928e-08 3.03183e-08 9.40674e-08 4.05528e-08 1.96749e-08 0 2.09806e-07 3.52891e-08 1.75159e-06 3.21839e-08 3.03808e-08 0 8.95767e-07 2.87287e-08 7.0717e-08 0 2.5167e-08 3.6435e-08 3.07629e-08 2.70204e-08 2.52147e-08 2.61921e-08 4.0355e-07 3.08668e-08 2.5947e-08 1.93636e-08 0 1.03852e-07 2.74089e-08 2.86815e-08 5.21598e-08 2.0428e-08 3.94134e-08 3.09968e-08 3.2575e-08 2.42535e-08 2.67296e-08 2.74739e-08 0 2.10919e-08 2.41885e-08 2.39491e-08 2.5244e-08 3.29273e-08 4.94824e-08 0 3.59691e-08 0 0 0 4.66631e-08 3.42852e-08 3.16685e-08 0 3.60343e-08 2.67973e-31 4.54721e-08 2.60524e-08 4.81142e-08 1.82556e-08 0 0 3.51925e-08 4.45719e-08 4.17816e-08 0 2.88824e-08 1.92141e-08 -------------------------------------------------------------- Initialization seed trial #640 of 1000; initialization seed = 493576865 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 594799 Distortion: 0.0041285 Distortions/cluster: 2.85028e-06 2.35585e-06 0 3.51616e-06 1.58229e-06 9.64317e-35 2.88272e-06 2.28e-06 2.26725e-06 2.37044e-35 1.66016e-06 2.61675e-06 2.51479e-06 4.30308e-06 2.84762e-06 6.5602e-06 1.54766e-06 3.24869e-06 2.88973e-06 4.81569e-35 0 6.80521e-06 1.22441e-06 1.86846e-06 3.47591e-06 2.77905e-06 2.53941e-06 8.68866e-06 4.76392e-06 3.9053e-06 9.85484e-06 5.54074e-06 2.5632e-06 4.68956e-06 3.41306e-06 2.53607e-06 1.45639e-06 5.25522e-06 0.00391362 2.20345e-06 8.29035e-06 0 4.16705e-06 1.17031e-05 1.5947e-06 3.47007e-06 2.76324e-06 1.66171e-06 9.89293e-06 1.76773e-06 1.49152e-06 1.58094e-06 0 0 3.29592e-06 1.26016e-06 3.93252e-06 4.56695e-06 2.20449e-06 0 3.25221e-06 2.2755e-06 0 0 2.09844e-06 1.36025e-06 0 1.73217e-06 1.92931e-06 2.44519e-06 6.45786e-06 0 0 1.90504e-06 1.41874e-06 6.87549e-06 Variance: 7.06451e-07 Variances/cluster: 2.41528e-08 2.03073e-08 0 4.28763e-08 2.63683e-08 6.86694e-32 1.9608e-08 2.81457e-08 3.14868e-08 0 1.95291e-08 3.48873e-08 1.93429e-08 2.77594e-08 1.93698e-08 4.02337e-08 1.7585e-08 3.1538e-08 2.80532e-08 2.67973e-31 0 4.69174e-08 2.49856e-08 2.30654e-08 3.51072e-08 1.89034e-08 3.78988e-08 4.15593e-08 4.14118e-08 3.58252e-08 8.95767e-07 1.38473e-07 2.24822e-08 4.00686e-08 4.1609e-08 3.25111e-08 1.99488e-08 1.75159e-06 0.00391989 2.13908e-08 9.41992e-08 0 4.20878e-08 4.38172e-08 2.15481e-08 3.81303e-08 2.09319e-08 2.67993e-08 3.27473e-08 2.12956e-08 3.9247e-08 2.19553e-08 0 0 4.84547e-08 2.29097e-08 3.70872e-08 1.69132e-07 2.47675e-08 0 3.31828e-08 3.50046e-08 0 0 2.41172e-08 1.97117e-08 0 2.98624e-08 2.16751e-08 1.92518e-08 4.0355e-07 0 0 5.01283e-08 2.67658e-08 5.16799e-08 -------------------------------------------------------------- Initialization seed trial #641 of 1000; initialization seed = 493576866 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 690812 Distortion: 0.00047904 Distortions/cluster: 4.58897e-06 5.13493e-06 2.26813e-06 3.29606e-06 1.27749e-35 2.41614e-06 5.36099e-06 2.76435e-06 1.08283e-34 3.56129e-06 4.26905e-06 3.70174e-06 5.44883e-06 1.28841e-06 3.94977e-06 2.55616e-06 0 7.12692e-06 0.000272219 2.37044e-35 3.07652e-06 7.02397e-06 3.63264e-06 8.19086e-06 2.02959e-06 2.28174e-06 4.16705e-06 1.90504e-06 3.18541e-06 0 3.39685e-06 0 3.73583e-06 0 5.26599e-06 2.85499e-06 0 3.62161e-06 9.85484e-06 3.74979e-06 3.27464e-06 1.78427e-06 5.90082e-06 1.55263e-06 1.15594e-06 2.59367e-06 5.04779e-06 2.46964e-06 2.07218e-06 2.34343e-06 5.25522e-06 2.48521e-06 2.81659e-06 4.27414e-06 0 3.27271e-06 0 2.08384e-06 0 0 0 0 2.89946e-06 2.91888e-06 3.42025e-06 0 5.74254e-06 0 0 2.10611e-06 2.6412e-06 1.66575e-06 9.64317e-35 4.89526e-06 0 6.44499e-06 Variance: 8.19713e-08 Variances/cluster: 3.98913e-08 3.05551e-08 2.04318e-08 3.26314e-08 0 2.87608e-08 3.57344e-07 4.31791e-08 0 2.59926e-08 2.46741e-08 3.66477e-08 4.15803e-08 1.8145e-08 3.7259e-08 1.111e-07 0 3.15246e-08 3.20226e-06 0 2.65186e-08 4.71256e-08 2.48789e-08 4.28704e-08 2.28024e-08 2.0013e-08 4.20878e-08 5.01283e-08 3.83658e-08 0 4.29945e-08 0 3.89125e-08 0 2.92529e-08 1.0977e-07 0 3.04311e-08 8.95767e-07 3.94587e-08 2.35565e-08 2.0274e-08 4.24393e-08 2.04275e-08 2.31098e-07 2.75898e-08 3.55449e-08 2.18533e-08 2.79998e-08 2.4157e-08 1.75159e-06 3.49998e-08 3.52046e-08 1.64378e-07 0 2.35419e-08 0 2.48054e-08 0 0 0 0 1.97225e-08 5.30658e-08 2.20635e-08 0 4.10047e-08 0 0 1.81545e-08 2.72265e-08 2.00671e-08 6.86694e-32 3.04023e-08 0 3.35568e-08 -------------------------------------------------------------- Initialization seed trial #642 of 1000; initialization seed = 493576867 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 499645 Distortion: 0.0358576 Distortions/cluster: 2.52246e-06 4.44848e-06 1.27749e-35 3.14737e-06 2.45348e-05 2.86277e-06 1.08283e-34 4.56695e-06 2.37044e-35 5.46824e-06 5.21325e-06 5.39141e-06 2.19965e-06 5.538e-06 4.33079e-06 3.29889e-06 3.56202e-06 6.10704e-06 2.9256e-06 3.36495e-06 0 3.48819e-06 4.1709e-06 5.00034e-06 8.29035e-06 5.52972e-06 3.95157e-06 4.49772e-06 4.16024e-06 0 4.20691e-06 1.62594e-06 0 1.42826e-05 0 2.55372e-06 6.20553e-06 5.69453e-06 0 4.81569e-35 4.31952e-06 4.40757e-06 2.73448e-06 0 0 0 2.48976e-06 0 0 2.98732e-06 2.80269e-06 0 0 0 3.87216e-06 0 0 4.11504e-06 5.75506e-06 2.31287e-06 3.79593e-06 6.07151e-06 3.28139e-06 4.4484e-06 0 0 0 3.40389e-06 2.10423e-06 0 3.50358e-06 3.55389e-06 0.0356196 5.13635e-06 3.83965e-06 0 Variance: 6.1358e-06 Variances/cluster: 3.11387e-08 3.24601e-08 0 2.0704e-08 2.72576e-06 3.29026e-08 0 1.69132e-07 0 2.70682e-08 2.84852e-08 3.11611e-08 3.05483e-08 3.02596e-08 3.76467e-08 1.91779e-08 4.29018e-08 2.90715e-08 2.75977e-08 3.57944e-08 0 4.77793e-08 4.00916e-08 3.048e-08 9.41992e-08 1.38197e-07 4.81752e-08 2.52656e-08 4.33216e-08 0 2.44566e-08 2.50118e-08 0 7.14025e-07 0 2.16395e-08 2.92688e-08 4.15525e-08 0 2.67973e-31 2.28526e-08 4.15676e-08 3.50544e-08 0 0 0 2.64837e-08 0 0 3.2825e-08 2.45828e-08 0 0 0 3.83264e-08 0 0 2.95949e-08 6.18767e-08 5.13928e-08 4.03797e-08 4.85575e-08 3.45378e-08 3.02583e-08 0 0 0 2.34723e-08 2.02307e-08 0 2.24569e-08 3.06343e-08 0.035575 4.89014e-08 4.21904e-08 0 -------------------------------------------------------------- Initialization seed trial #643 of 1000; initialization seed = 493576868 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 498466 Distortion: 0.0360939 Distortions/cluster: 1.54684e-06 4.31729e-06 9.85484e-06 1.53528e-06 2.37044e-35 3.00549e-06 5.79425e-06 2.87928e-06 0 5.11571e-06 5.25522e-06 2.36096e-06 2.40299e-06 0.000272219 2.19096e-06 3.38228e-06 2.30841e-06 2.52651e-06 4.42726e-06 1.27749e-35 2.55616e-06 5.21099e-06 1.7425e-06 2.2878e-06 0 3.38426e-06 1.68188e-06 0 3.95237e-06 2.96753e-06 2.41491e-06 4.17624e-06 3.29685e-06 5.09392e-06 0 2.85422e-06 2.34536e-06 2.51073e-06 0 1.98115e-06 2.1804e-06 3.31098e-06 2.82266e-06 0 3.25263e-06 3.63179e-06 2.94181e-06 3.47364e-06 0 4.2898e-06 3.34487e-06 2.68608e-06 0 0 3.08967e-06 0.0356196 3.97949e-06 2.85499e-06 5.39504e-06 0 4.27414e-06 2.36605e-06 4.42647e-06 4.1486e-06 1.08283e-34 0 2.74977e-06 6.45786e-06 4.49414e-06 2.25038e-06 3.15041e-06 2.75358e-06 3.11363e-06 0 4.43338e-06 2.93165e-06 Variance: 6.17624e-06 Variances/cluster: 1.98295e-08 3.32069e-08 8.95767e-07 2.39861e-08 0 3.66402e-08 2.79891e-08 3.4266e-08 0 3.02678e-08 1.75159e-06 2.48493e-08 3.64057e-08 3.20226e-06 2.21289e-08 3.52204e-08 2.04266e-08 3.32405e-08 2.58882e-08 0 1.111e-07 2.48121e-08 2.00263e-08 3.51851e-08 0 2.84367e-08 1.82792e-08 0 2.40977e-08 2.51456e-08 3.77204e-08 5.35369e-08 4.17183e-08 4.20849e-08 0 3.43853e-08 3.97394e-08 2.56173e-08 0 2.57207e-08 3.11458e-08 2.82963e-08 2.0601e-08 0 4.78184e-08 3.90398e-08 3.58726e-08 3.85936e-08 0 2.68089e-08 2.51412e-08 2.27607e-08 0 0 2.53229e-08 0.035575 3.34384e-08 1.0977e-07 3.45807e-08 0 1.64378e-07 1.79231e-08 4.09723e-08 4.41301e-08 0 0 2.54525e-08 4.0355e-07 3.59414e-08 4.59224e-08 3.79538e-08 3.31655e-08 2.3403e-08 0 3.88767e-08 2.30818e-08 -------------------------------------------------------------- Initialization seed trial #644 of 1000; initialization seed = 493576869 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 499189 Distortion: 0.0358328 Distortions/cluster: 2.71362e-06 2.8096e-06 2.87728e-06 0.0356196 2.98322e-06 1.27749e-35 5.27354e-06 3.22895e-06 2.25901e-06 3.89678e-06 2.73783e-06 3.11541e-06 5.95367e-06 2.37044e-35 0 9.85484e-06 1.89161e-06 0 3.48901e-06 6.08763e-06 2.04741e-06 6.65954e-06 2.23135e-06 1.31169e-05 1.85032e-06 2.91309e-06 5.7879e-06 6.45786e-06 5.43368e-06 1.65499e-06 3.27113e-06 4.93133e-06 3.23842e-06 2.37427e-06 2.17141e-06 1.08283e-34 4.27414e-06 2.11751e-06 3.23061e-06 0 2.85499e-06 1.95154e-06 0 1.77586e-06 0 3.21825e-06 5.25522e-06 0 0 1.98164e-06 3.28662e-06 2.87541e-06 8.00262e-06 2.63338e-06 2.60345e-06 4.10119e-06 1.97041e-06 4.69581e-06 3.11813e-06 2.14136e-06 3.68175e-06 4.33672e-06 0 0 0 2.90331e-06 2.06015e-06 2.55616e-06 4.81569e-35 3.1945e-06 0 3.13653e-06 2.94791e-06 3.07658e-06 0 0 Variance: 6.13156e-06 Variances/cluster: 2.74078e-08 2.24742e-08 2.79324e-08 0.035575 1.87607e-08 0 4.11863e-08 3.9374e-08 1.82162e-08 2.16469e-08 2.58263e-08 3.3496e-08 4.40871e-08 0 0 8.95767e-07 3.50267e-08 0 3.0336e-08 3.21992e-08 2.11054e-08 3.8261e-08 3.28114e-08 4.13645e-08 3.49095e-08 2.51105e-08 3.26893e-08 4.0355e-07 3.06961e-08 5.01469e-08 2.18056e-08 4.21343e-08 2.11637e-08 3.16542e-08 3.24063e-08 0 1.64378e-07 2.74978e-08 2.11132e-08 0 1.0977e-07 2.95662e-08 0 3.86023e-08 0 2.45646e-08 1.75159e-06 0 0 2.71426e-08 3.57126e-08 3.88544e-08 9.09302e-08 2.35103e-08 2.018e-08 3.90461e-08 3.64859e-08 3.87968e-08 3.94569e-08 2.46104e-08 3.22932e-08 3.44153e-08 0 0 0 3.41537e-08 3.0746e-08 1.111e-07 2.67973e-31 4.62929e-08 0 2.39405e-08 2.07576e-08 4.80571e-08 0 0 -------------------------------------------------------------- Initialization seed trial #645 of 1000; initialization seed = 493576870 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 499118 Distortion: 0.0361182 Distortions/cluster: 4.27414e-06 5.35646e-06 2.64487e-06 2.37044e-35 4.0263e-06 0 4.24394e-06 4.5908e-06 3.33039e-06 3.14328e-06 4.3781e-06 0 5.20104e-06 2.73978e-06 0 3.09935e-06 2.23273e-06 1.59192e-05 3.74541e-06 5.36446e-06 1.79592e-06 2.12856e-06 5.81843e-06 0 4.23005e-06 2.45348e-05 4.68795e-06 5.29088e-06 0 0 1.9768e-06 2.76312e-06 4.37628e-06 1.45284e-06 1.42423e-06 0 3.44415e-06 3.00002e-06 5.38973e-06 2.56626e-06 0 0 5.05989e-06 0 2.85499e-06 2.20822e-06 0 1.27749e-35 2.4608e-06 3.56402e-06 0 1.88923e-06 0 2.0576e-06 3.84451e-06 3.75894e-06 4.44956e-06 0.000272219 3.98561e-06 4.51605e-06 4.70174e-06 5.14812e-06 0 0 6.33576e-06 2.27504e-06 0.0356196 4.50304e-06 0 1.08283e-34 2.38014e-06 2.76189e-06 0 0 4.48472e-06 3.98173e-06 Variance: 6.18038e-06 Variances/cluster: 1.64378e-07 2.47963e-08 3.77815e-08 0 2.77651e-08 0 2.82837e-08 3.12197e-08 2.89572e-08 2.00186e-08 4.05249e-08 0 2.85747e-08 3.97035e-08 0 3.40558e-08 3.72096e-08 7.5794e-07 4.11448e-08 3.39412e-08 2.72079e-08 2.24039e-08 3.16114e-08 0 3.8795e-08 2.72576e-06 3.81012e-08 3.11197e-08 0 0 1.73389e-08 2.24624e-08 3.24139e-08 4.68619e-08 4.31547e-08 0 3.51338e-08 2.7024e-08 3.59284e-08 3.0916e-08 0 0 2.69119e-08 0 1.0977e-07 3.56134e-08 0 0 1.11816e-07 2.52745e-08 0 2.00964e-08 0 3.60952e-08 4.41765e-08 2.36383e-08 3.97152e-08 3.20226e-06 3.1135e-08 4.06718e-08 2.54123e-08 4.15033e-08 0 0 2.85369e-08 2.087e-08 0.035575 3.63119e-08 0 0 3.17327e-08 2.17447e-08 0 0 4.7193e-08 4.52429e-08 -------------------------------------------------------------- Initialization seed trial #646 of 1000; initialization seed = 493576871 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 690418 Distortion: 0.000476284 Distortions/cluster: 3.29311e-06 3.59989e-06 4.32181e-06 2.79543e-06 4.28532e-06 0 2.96336e-06 2.37044e-35 4.56695e-06 2.55456e-06 9.64317e-35 3.86698e-06 0 2.79646e-06 2.38231e-06 3.62453e-06 3.95623e-06 1.55092e-06 2.89994e-06 4.34478e-06 2.06012e-06 3.15111e-06 2.48157e-06 0 1.57755e-06 2.15594e-06 3.87013e-06 0 1.56331e-06 1.82629e-06 4.85286e-06 9.85484e-06 3.61212e-06 3.37601e-06 3.93514e-06 5.25522e-06 2.06677e-06 5.15547e-06 2.09289e-06 1.85727e-06 0 0 2.14521e-06 3.12353e-06 1.60092e-06 4.12131e-06 1.96901e-06 6.45786e-06 3.66944e-06 0 2.07484e-06 1.7805e-06 4.488e-06 4.15528e-06 3.00272e-06 0 5.72624e-06 0.000272219 4.78852e-06 4.46236e-06 0 4.3219e-06 2.69836e-06 3.66369e-06 5.51701e-06 0 2.65172e-06 2.87265e-06 2.57717e-06 3.80622e-06 1.65513e-06 2.07704e-06 0 4.11113e-06 1.08283e-34 1.27749e-35 Variance: 8.14996e-08 Variances/cluster: 3.96725e-08 4.13646e-08 4.27865e-08 4.10956e-08 4.00366e-08 0 2.40902e-08 0 1.69132e-07 3.49834e-08 6.86694e-32 2.31536e-08 0 1.91522e-08 2.03598e-08 3.32418e-08 4.12082e-08 2.09561e-08 3.41059e-08 1.20648e-07 2.82183e-08 2.73982e-08 3.22253e-08 0 1.87783e-08 2.95309e-08 3.83151e-08 0 2.05675e-08 1.67535e-08 3.88195e-08 8.95767e-07 2.91275e-08 3.24511e-08 3.85672e-08 1.75159e-06 4.05117e-08 3.26187e-08 2.05163e-08 1.80296e-08 0 0 3.25001e-08 2.8919e-08 2.22328e-08 3.24486e-08 2.21211e-08 4.0355e-07 2.84428e-08 0 2.18385e-08 2.61814e-08 3.70789e-08 8.47731e-08 4.84163e-08 0 5.45308e-08 3.20226e-06 2.50686e-08 2.80627e-08 0 4.59639e-08 2.54532e-08 2.65462e-08 3.01377e-08 0 2.19131e-08 3.73043e-08 2.43108e-08 2.62412e-08 3.18266e-08 2.2822e-08 0 3.77045e-08 0 0 -------------------------------------------------------------- Initialization seed trial #647 of 1000; initialization seed = 493576872 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 722776 Distortion: 0.00023323 Distortions/cluster: 3.79446e-06 4.19527e-06 4.16628e-06 3.72365e-06 3.79208e-06 2.45348e-05 2.11883e-06 3.67347e-06 4.0313e-06 9.64317e-35 2.09372e-06 3.33849e-06 3.22868e-06 5.13293e-06 2.94285e-06 1.08283e-34 4.66949e-06 2.00258e-06 4.27602e-06 4.43976e-06 3.7536e-06 5.08914e-06 3.10559e-06 2.8225e-06 2.37044e-35 2.11953e-06 0 4.4336e-06 2.85544e-06 2.39649e-06 2.02668e-06 7.05412e-06 0 2.67993e-06 3.44094e-06 0 0 4.81569e-35 4.97762e-06 2.02611e-06 3.63969e-06 3.63341e-06 4.34781e-06 6.27267e-06 3.23486e-06 3.48458e-06 0 2.49563e-06 3.67021e-06 0 3.21928e-06 0 3.92655e-06 1.59192e-05 0 5.45974e-06 3.51901e-06 0 0 3.34311e-06 3.83727e-06 1.27749e-35 4.27221e-06 5.26498e-06 2.32708e-06 2.67516e-06 5.08338e-06 3.41039e-06 2.20701e-06 0 0 0 0 0 0 3.05051e-06 Variance: 3.99093e-08 Variances/cluster: 2.25836e-08 2.7966e-08 3.92916e-08 2.44955e-08 3.1598e-08 2.72576e-06 2.82482e-08 3.46439e-08 4.24322e-08 6.86694e-32 1.61041e-07 2.56723e-08 2.85699e-08 4.27605e-08 2.58115e-08 0 3.53636e-08 2.98865e-08 3.62345e-08 4.31008e-08 4.07964e-08 3.06545e-08 2.44513e-08 3.44177e-08 0 2.40834e-08 0 3.66383e-08 2.32129e-08 5.09848e-08 9.21139e-08 8.8168e-08 0 1.88711e-08 3.90889e-08 0 0 2.67973e-31 1.38221e-07 1.92946e-08 4.60679e-08 2.95303e-08 4.10035e-08 2.77527e-08 2.20039e-08 4.0505e-08 0 3.56401e-08 2.32264e-08 0 4.12591e-08 0 4.17592e-08 7.5794e-07 0 3.01617e-08 2.74899e-08 0 0 4.77443e-08 2.25695e-08 0 2.57277e-08 5.72107e-08 3.10175e-08 3.6148e-08 2.83963e-08 2.4185e-08 3.44734e-08 0 0 0 0 0 0 2.5208e-08 -------------------------------------------------------------- Initialization seed trial #648 of 1000; initialization seed = 493576873 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 725973 Distortion: 0.000217392 Distortions/cluster: 2.4048e-06 2.02668e-06 2.17047e-06 2.37044e-35 2.25186e-06 3.93944e-06 1.6933e-06 6.14946e-06 0 4.64654e-06 1.64374e-06 2.02767e-06 2.03244e-06 3.10265e-06 2.0518e-06 2.89606e-06 3.16165e-06 9.64317e-35 7.9773e-06 3.66268e-06 3.3684e-06 1.40807e-06 5.54074e-06 2.09372e-06 8.76832e-06 0 6.23829e-06 0 5.25522e-06 6.79361e-06 3.37697e-06 4.19626e-06 1.86126e-06 2.52461e-06 2.61656e-06 0 0 3.82173e-06 7.43858e-06 3.52208e-06 0 3.90454e-06 0 4.81569e-35 0 2.91137e-06 0 1.08283e-34 3.51513e-06 5.70227e-06 2.63956e-06 4.62622e-06 2.42335e-06 2.58403e-06 0 2.4608e-06 1.66163e-06 3.79112e-06 3.43649e-06 3.07428e-06 3.28288e-06 7.35271e-06 3.03743e-06 1.91394e-06 1.27749e-35 4.90965e-06 0 5.9104e-06 9.85484e-06 3.27052e-06 0 0 0 0 7.13768e-06 5.32823e-06 Variance: 3.71992e-08 Variances/cluster: 2.09089e-08 9.21139e-08 3.05676e-08 0 3.95025e-08 3.61387e-08 2.68754e-08 4.29889e-08 0 2.63985e-08 4.98061e-08 3.75461e-08 3.17542e-08 3.40922e-08 2.73548e-08 2.43342e-08 4.27214e-08 6.86694e-32 5.2814e-08 3.18466e-08 2.09192e-08 2.65651e-08 1.38473e-07 1.61041e-07 5.12603e-08 0 3.44545e-08 0 1.75159e-06 4.74924e-08 2.53886e-08 3.20295e-08 2.09111e-08 2.10363e-08 2.51563e-08 0 0 4.24497e-08 9.18252e-08 2.57064e-08 0 4.06687e-08 0 2.67973e-31 0 2.14052e-08 0 0 2.51058e-08 4.38497e-08 1.98446e-08 3.00377e-08 3.23085e-08 1.84557e-08 0 2.48537e-08 4.37231e-08 3.94884e-08 2.41985e-08 2.36455e-08 2.27958e-08 3.16823e-08 2.7864e-08 2.10304e-08 0 4.05624e-08 0 3.93959e-07 8.95767e-07 3.30327e-08 0 0 0 0 4.1973e-08 3.04371e-08 -------------------------------------------------------------- Initialization seed trial #649 of 1000; initialization seed = 493576874 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 26 BIC score: 494107 Distortion: 0.0397645 Distortions/cluster: 3.7168e-06 2.95163e-06 3.99403e-06 3.50533e-06 3.23086e-06 1.76369e-06 3.35374e-06 2.99846e-06 0.0356196 3.9827e-06 4.49183e-06 1.09657e-06 4.24591e-06 3.82047e-06 6.52908e-06 1.34511e-05 1.47129e-06 1.97048e-06 2.73013e-06 8.55988e-06 2.80164e-06 2.37044e-35 2.6453e-06 4.56695e-06 4.06321e-06 4.40823e-06 1.92685e-06 4.62072e-06 2.92869e-06 6.2904e-06 2.25418e-06 1.60308e-06 4.49731e-06 2.3777e-06 2.65422e-06 4.4404e-06 2.78927e-06 6.73342e-06 0 2.47914e-06 2.7002e-06 3.00931e-06 1.93203e-06 0 3.85787e-06 1.73696e-06 2.24917e-06 2.45348e-05 0 0 5.70234e-06 0 4.01504e-06 0 5.5564e-06 3.16231e-06 0 2.51679e-06 3.79496e-06 0 4.624e-06 1.57948e-06 0 2.17755e-06 0.00391362 1.7873e-06 4.25897e-06 1.66997e-06 0 2.16584e-06 1.6372e-06 2.44407e-06 2.27985e-06 0 0 4.81569e-35 Variance: 6.80433e-06 Variances/cluster: 2.0997e-08 3.27931e-08 4.03306e-08 2.38437e-08 3.473e-08 2.98904e-08 2.20621e-08 2.65325e-08 0.035575 3.46294e-08 3.68063e-08 2.74117e-08 4.24451e-08 6.36532e-08 3.00782e-08 7.07844e-07 3.13022e-08 2.11859e-08 2.57529e-08 9.61687e-08 2.24112e-08 0 2.30006e-08 1.69132e-07 4.02165e-08 3.06026e-08 1.8889e-08 4.05194e-08 2.32408e-08 5.9338e-08 3.46775e-08 1.70526e-08 5.9946e-08 4.17106e-08 2.73606e-08 3.02037e-08 3.57566e-08 3.93641e-08 0 3.64548e-08 2.34779e-08 2.10417e-08 1.93186e-08 0 2.47274e-08 2.99449e-08 2.95919e-08 2.72576e-06 0 0 3.06476e-08 0 4.41079e-08 0 4.14523e-08 2.82325e-08 0 5.13586e-08 2.28592e-08 0 6.70083e-08 4.38711e-08 0 3.34979e-08 0.00391989 1.84241e-08 1.18266e-07 1.81498e-08 0 2.35397e-08 1.88162e-08 3.49121e-08 3.50716e-08 0 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #650 of 1000; initialization seed = 493576875 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498529 Distortion: 0.035827 Distortions/cluster: 1.87051e-06 2.67102e-06 5.53846e-06 2.56298e-06 4.09092e-06 2.37044e-35 3.67822e-06 2.31803e-06 2.04943e-06 1.87317e-06 3.84013e-06 5.03924e-06 0 1.69096e-06 2.30819e-06 3.71516e-06 3.04814e-06 2.90257e-06 2.59753e-06 2.5061e-06 2.81737e-06 3.96196e-06 4.56266e-06 1.93311e-06 2.51429e-06 3.00867e-06 3.66225e-06 1.94077e-06 3.24268e-06 2.82478e-06 1.08283e-34 3.52254e-06 2.94652e-06 2.45182e-06 2.89459e-06 2.79974e-06 2.85499e-06 2.59266e-06 2.75265e-06 3.42725e-06 4.82681e-06 0 0 3.2438e-06 3.57736e-06 3.62022e-06 0 9.85484e-06 3.66882e-06 3.32269e-06 0 4.20434e-06 3.07482e-06 4.27414e-06 2.5412e-06 0 1.69172e-06 0 4.33901e-06 8.00262e-06 0 2.85322e-06 1.99592e-06 1.52945e-06 0 4.81569e-35 2.51569e-06 3.21788e-06 1.97896e-06 4.83396e-06 6.45786e-06 1.27749e-35 2.72693e-06 5.25522e-06 2.84827e-06 0.0356196 Variance: 6.13056e-06 Variances/cluster: 1.81587e-08 2.7814e-08 5.37668e-08 2.81554e-08 4.39856e-08 0 3.87054e-08 3.56504e-08 2.30197e-08 1.97154e-08 2.88704e-08 2.63812e-08 0 2.11348e-08 2.6528e-08 3.50458e-08 4.11786e-08 2.71237e-08 3.55709e-08 1.89834e-08 2.38732e-08 3.11938e-08 2.73123e-08 2.72245e-08 2.39435e-08 4.62733e-08 2.57883e-08 3.80417e-08 2.40178e-08 2.01752e-08 0 3.06282e-08 3.4259e-08 3.06377e-08 2.08226e-08 2.39268e-08 1.0977e-07 3.59978e-08 1.14655e-07 3.49615e-08 2.94292e-08 0 0 3.77065e-08 2.19451e-08 3.81043e-08 0 8.95767e-07 2.6771e-08 3.81793e-08 0 4.12154e-08 3.34189e-08 1.64378e-07 3.38713e-08 0 4.02654e-08 0 4.51939e-08 9.09302e-08 0 3.7052e-08 2.85106e-08 1.77827e-08 0 2.67973e-31 3.54205e-08 2.34861e-08 2.01912e-08 3.0592e-08 4.0355e-07 0 2.57235e-08 1.75159e-06 3.79646e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #651 of 1000; initialization seed = 493576876 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 718195 Distortion: 0.000255953 Distortions/cluster: 3.48642e-06 3.42433e-06 2.99158e-06 4.75334e-06 3.5268e-06 3.04874e-06 3.68923e-06 3.13827e-06 2.03396e-06 2.78615e-06 2.42556e-06 1.27749e-35 2.16089e-06 2.07793e-06 2.71123e-06 2.9534e-06 3.40539e-06 4.2315e-06 3.73541e-06 2.91061e-06 4.12563e-06 3.63237e-06 2.23033e-06 2.37044e-35 9.64317e-35 4.35604e-05 0 2.64982e-06 2.39018e-06 0 3.29968e-06 2.29394e-06 2.59731e-06 3.47806e-06 2.5222e-06 2.3746e-06 5.6732e-06 1.08283e-34 1.65846e-06 2.50293e-06 3.43845e-06 3.2006e-06 4.12985e-06 2.18772e-06 2.62804e-06 0 2.22305e-06 2.05954e-06 3.97305e-06 2.13391e-06 0 4.55556e-06 3.03942e-06 0 4.84001e-06 2.10594e-06 2.63293e-06 0 5.11331e-06 0 4.36588e-06 2.6585e-06 4.81569e-35 0 3.01939e-06 2.91074e-06 5.13881e-06 3.47755e-06 0 0 3.14299e-05 4.3549e-06 2.84649e-06 0 0 3.00933e-06 Variance: 4.37975e-08 Variances/cluster: 2.83424e-08 2.9774e-08 2.67074e-08 1.31993e-07 3.87443e-08 2.45844e-08 5.34625e-08 3.33751e-08 2.01359e-08 4.15705e-08 3.32162e-08 0 2.09776e-08 2.09868e-08 3.61469e-08 2.68459e-08 2.34778e-08 2.0342e-08 2.25005e-08 2.30981e-08 2.33066e-08 3.90449e-08 2.50577e-08 0 6.86694e-32 2.7222e-06 0 3.53193e-08 5.5567e-08 0 3.74931e-08 3.69962e-08 3.55679e-08 3.9521e-08 3.27452e-08 2.60858e-08 2.4664e-08 0 3.18829e-08 3.16796e-08 4.09304e-08 2.46119e-08 2.80918e-08 3.12434e-08 4.10494e-08 0 5.42041e-08 2.98458e-08 2.43723e-08 4.63753e-08 0 6.79872e-08 3.23236e-08 0 3.10226e-08 2.06444e-08 3.92854e-08 0 1.7043e-07 0 3.16265e-08 3.24179e-08 2.67973e-31 0 3.47029e-08 3.54938e-08 3.0954e-08 2.08212e-08 0 0 3.11154e-07 2.82761e-08 3.69552e-08 0 0 2.97928e-08 -------------------------------------------------------------- Initialization seed trial #652 of 1000; initialization seed = 493576877 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 594451 Distortion: 0.0041168 Distortions/cluster: 2.95316e-06 4.53602e-06 3.82857e-06 4.18304e-06 4.27414e-06 2.48335e-06 3.0056e-06 2.70322e-06 1.65074e-06 2.53479e-06 1.64636e-06 2.72463e-06 5.25522e-06 1.99406e-06 9.85484e-06 3.36674e-06 3.2948e-06 0.00391362 3.09444e-06 1.52463e-06 3.14158e-06 0 1.85071e-06 2.81905e-06 7.89415e-06 9.64317e-35 2.86967e-06 3.75008e-06 4.38861e-06 2.09976e-06 1.93411e-06 1.43706e-06 1.74275e-06 2.85499e-06 1.82197e-06 5.9104e-06 3.01006e-06 2.37044e-35 3.41274e-06 2.00075e-06 3.7009e-06 3.55665e-06 0 2.7955e-06 0 3.69294e-06 3.18324e-06 2.91932e-06 2.75265e-06 3.24238e-06 2.81032e-06 3.7472e-06 0 3.51176e-06 3.90781e-06 4.50895e-06 2.05798e-06 3.5285e-06 2.93977e-06 1.78897e-06 2.94083e-06 0 0 0 0 2.32482e-06 3.07556e-06 2.22308e-06 3.16185e-06 4.36341e-06 2.56346e-06 3.0443e-06 2.72281e-06 4.81569e-35 2.06139e-06 2.20417e-06 Variance: 7.04449e-07 Variances/cluster: 2.63652e-08 4.19864e-08 2.34861e-08 2.41773e-08 1.64378e-07 3.22487e-08 1.90211e-08 3.97508e-08 1.9193e-08 3.37946e-08 1.91419e-08 3.32169e-08 1.75159e-06 3.62533e-08 8.95767e-07 2.60902e-08 4.84383e-08 0.00391989 2.21012e-08 2.49912e-08 2.57421e-08 0 5.00148e-08 2.58603e-08 9.07286e-08 6.86694e-32 2.29554e-08 3.74885e-08 3.74972e-08 2.83726e-08 2.38751e-08 2.52093e-08 2.766e-08 1.0977e-07 2.24915e-08 3.93959e-07 2.81291e-08 0 4.16055e-08 1.92357e-08 4.2052e-08 3.35424e-08 0 1.90154e-08 0 2.56369e-08 3.61613e-08 4.05334e-08 1.14655e-07 3.02999e-08 2.57797e-08 3.63697e-08 0 2.05348e-08 2.64018e-08 4.09769e-08 2.09975e-08 3.96426e-08 2.22684e-08 2.03273e-08 2.69778e-08 0 0 0 0 4.07726e-08 3.3427e-08 1.30756e-07 3.43649e-08 3.35538e-08 3.46297e-08 3.75808e-08 2.11045e-08 2.67973e-31 2.57651e-08 2.27214e-08 -------------------------------------------------------------- Initialization seed trial #653 of 1000; initialization seed = 493576878 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 594659 Distortion: 0.00412412 Distortions/cluster: 2.96637e-06 5.63887e-06 2.76445e-06 4.44212e-06 0.00391362 8.48106e-06 2.18355e-06 6.33369e-06 5.0737e-06 3.23892e-06 5.25522e-06 1.94261e-06 2.87869e-06 3.47156e-06 2.56199e-06 9.64317e-35 3.43137e-06 3.49554e-06 2.22466e-06 4.16067e-06 3.65339e-06 2.48682e-06 4.54327e-06 4.90334e-06 2.37044e-35 0 2.18947e-06 2.81195e-06 5.663e-06 1.80191e-06 4.5596e-06 2.52958e-06 0 2.29583e-06 2.26436e-06 0 3.16979e-06 1.85217e-06 2.32358e-06 2.37232e-06 3.56946e-06 9.85484e-06 5.9104e-06 4.82294e-06 2.09634e-06 3.14326e-06 2.88453e-06 2.82322e-06 3.87331e-06 0 4.81569e-35 2.52385e-06 0 1.99145e-06 2.84676e-06 0 3.85784e-06 1.66371e-06 2.0884e-06 2.40996e-06 2.41681e-06 0 2.92276e-06 3.16747e-06 3.24617e-06 3.96346e-06 3.078e-06 1.86649e-06 0 0 2.1948e-06 4.90546e-06 2.49715e-06 0 0 3.91616e-06 Variance: 7.05702e-07 Variances/cluster: 1.9774e-08 4.546e-08 2.34255e-08 1.23351e-07 0.00391989 3.37779e-08 3.63902e-08 5.4596e-08 3.96253e-08 3.02677e-08 1.75159e-06 1.78205e-08 3.88978e-08 3.21414e-08 2.58764e-08 6.86694e-32 3.26769e-08 3.71832e-08 2.52778e-08 2.28588e-08 4.74315e-08 2.16219e-08 3.94949e-08 2.97075e-08 0 0 1.95471e-08 3.26942e-08 8.20639e-08 2.50244e-08 3.35156e-08 1.58085e-07 0 1.89716e-08 2.83018e-08 0 3.56125e-08 3.08667e-08 2.47161e-08 1.75712e-08 3.49839e-08 8.95767e-07 3.93959e-07 4.30582e-08 2.16098e-08 3.74169e-08 3.55997e-08 3.44183e-08 1.13909e-07 0 2.67973e-31 2.25322e-08 0 2.84467e-08 2.15639e-08 0 3.74426e-08 2.91851e-08 2.3729e-08 2.45885e-08 3.83591e-08 0 4.86979e-08 2.4177e-08 2.05436e-08 6.83126e-08 3.99711e-08 2.17015e-08 0 0 2.46585e-08 3.20514e-08 3.61787e-08 0 0 2.85826e-08 -------------------------------------------------------------- Initialization seed trial #654 of 1000; initialization seed = 493576879 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 594407 Distortion: 0.00414369 Distortions/cluster: 4.64212e-06 1.78425e-06 2.64428e-06 0.00391362 3.62158e-06 1.63105e-06 3.10325e-06 3.03997e-06 4.38324e-06 2.34977e-06 1.87701e-06 3.16302e-06 3.762e-06 9.64317e-35 4.27335e-06 0 2.0664e-06 3.16976e-06 2.37044e-35 2.78136e-06 2.81095e-06 2.47545e-06 0 1.35319e-06 4.18879e-06 2.21056e-06 2.44714e-06 2.07791e-06 2.17961e-06 2.37429e-06 2.69985e-06 6.20845e-06 5.21422e-06 4.56695e-06 3.55451e-06 1.94439e-06 3.91781e-06 4.2871e-06 2.72325e-06 3.4409e-06 0 0 4.5139e-06 2.635e-06 3.11137e-06 1.58891e-06 1.81074e-06 4.42916e-06 4.28693e-06 0 2.18457e-06 8.16378e-06 0 3.40508e-06 5.50991e-06 5.18454e-06 0 2.88726e-06 1.42826e-05 0 2.49627e-06 3.35397e-06 0 3.99674e-06 0 1.49348e-06 2.43981e-06 0 5.17283e-06 3.51366e-06 4.54388e-06 0 3.54857e-06 2.01125e-06 4.81569e-35 2.45348e-05 Variance: 7.0905e-07 Variances/cluster: 4.29789e-08 2.31694e-08 2.04965e-08 0.00391989 3.97946e-08 2.67361e-08 4.84737e-08 2.37476e-08 2.82698e-08 2.07921e-08 2.08538e-08 2.7265e-08 2.61227e-08 6.86694e-32 3.23633e-08 0 1.98671e-08 3.77322e-08 0 2.22489e-08 1.86134e-08 3.80713e-08 0 3.00682e-08 2.94956e-08 3.94707e-08 2.2656e-08 2.59712e-08 2.75811e-08 2.26103e-08 2.38898e-08 5.49373e-08 2.8031e-08 1.69132e-07 3.86233e-08 3.18648e-08 3.76593e-08 3.93184e-08 3.32074e-08 3.15651e-08 0 0 4.75004e-08 4.18115e-08 3.84096e-08 2.78723e-08 1.67646e-08 5.33585e-08 2.85771e-08 0 1.86699e-08 9.38273e-08 0 3.03924e-08 2.79599e-08 1.3639e-07 0 3.95396e-08 7.14025e-07 0 2.86903e-08 3.13428e-08 0 2.36473e-08 0 1.99113e-08 3.5348e-08 0 3.91848e-08 4.6217e-08 3.13344e-08 0 3.7341e-08 3.29607e-08 2.67973e-31 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #655 of 1000; initialization seed = 493576880 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 494279 Distortion: 0.0397911 Distortions/cluster: 1.59169e-06 2.73367e-06 6.16226e-06 5.35328e-06 3.95412e-06 2.21826e-06 2.89114e-06 4.81569e-35 2.09372e-06 2.37044e-35 1.95403e-06 6.13076e-06 3.34606e-06 3.80672e-06 2.06206e-06 3.80589e-06 3.18783e-06 3.86988e-06 5.66573e-06 1.77292e-06 2.64677e-06 4.57698e-06 6.41322e-06 4.17819e-06 3.1818e-06 0.0356196 1.96991e-06 0 5.45817e-06 2.72013e-05 0 2.51997e-06 0 3.0693e-06 3.26506e-06 3.16269e-06 2.48691e-06 3.36352e-06 6.16195e-06 4.35604e-05 2.6529e-06 2.63199e-06 0 0 3.36432e-06 2.70856e-06 1.4812e-06 0 4.34341e-06 3.13443e-06 4.86045e-06 2.69113e-06 2.09837e-06 0 0 0 4.47164e-06 0 2.07974e-06 0 2.76559e-06 5.13045e-06 0 4.49766e-06 0 2.25527e-06 0 2.11661e-06 2.44469e-06 0 4.03176e-06 2.02659e-06 0.00391362 3.79712e-06 2.09569e-06 4.38327e-06 Variance: 6.80887e-06 Variances/cluster: 1.85058e-08 2.00987e-08 4.73878e-08 3.59165e-08 6.27429e-08 2.41088e-08 2.55829e-08 2.67973e-31 1.61041e-07 0 2.96039e-08 3.06437e-08 2.98728e-08 3.55737e-08 2.00183e-08 2.43947e-08 3.42749e-08 3.3073e-08 3.19993e-08 2.76995e-08 2.15166e-08 4.19769e-08 4.5794e-08 1.16049e-07 2.46629e-08 0.035575 2.40204e-08 0 3.06537e-08 3.35782e-07 0 2.19108e-08 0 4.87146e-08 2.01529e-08 3.76478e-08 3.10836e-08 4.00385e-08 4.1342e-08 2.7222e-06 3.68436e-08 3.81422e-08 0 0 4.3118e-08 1.94843e-08 2.6447e-08 0 2.03898e-08 4.07037e-08 4.71743e-08 2.38133e-08 2.46845e-08 0 0 0 5.52008e-08 0 1.79267e-08 0 2.51391e-08 6.03527e-08 0 3.90972e-08 0 3.00677e-08 0 2.86002e-08 2.328e-08 0 1.15155e-07 2.08904e-08 0.00391989 2.79176e-08 2.13823e-08 3.7452e-08 -------------------------------------------------------------- Initialization seed trial #656 of 1000; initialization seed = 493576881 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498941 Distortion: 0.0358341 Distortions/cluster: 3.80251e-06 1.60483e-06 2.47147e-06 2.66946e-06 4.41078e-06 3.82513e-06 3.33212e-06 2.39362e-06 2.37044e-35 3.05888e-06 6.45786e-06 2.69531e-06 2.94292e-06 1.08283e-34 2.35879e-06 4.81569e-35 3.94787e-06 4.03062e-06 3.49294e-06 0 0.0356196 3.75112e-06 2.47781e-06 4.89914e-06 4.7517e-06 2.35392e-06 0 1.81139e-06 1.85668e-06 2.10657e-06 1.36757e-06 2.76437e-06 3.95623e-06 0 3.31389e-06 4.56695e-06 2.84408e-06 9.85484e-06 0 4.632e-06 3.02558e-06 6.00974e-06 0 1.27749e-35 3.08209e-06 5.5155e-06 5.07396e-06 4.72482e-06 0 2.93959e-06 0 0 2.77229e-06 5.80387e-06 5.1615e-06 2.27717e-06 2.20456e-06 3.90235e-06 0 4.32181e-06 3.84444e-06 0 4.52579e-06 3.6866e-06 8.43383e-06 4.56118e-06 3.44304e-06 0 2.92105e-06 0 5.25522e-06 0 2.19908e-06 0 4.2116e-06 3.89685e-06 Variance: 6.13178e-06 Variances/cluster: 3.48741e-08 2.35983e-08 2.00915e-08 2.59148e-08 3.15029e-08 2.91898e-08 3.17317e-08 2.11806e-08 0 2.59204e-08 4.0355e-07 2.51868e-08 3.72493e-08 0 1.6847e-08 2.67973e-31 4.75502e-08 4.68521e-08 2.32843e-08 0 0.035575 2.9076e-08 2.50262e-08 3.88787e-08 4.09494e-08 2.12046e-08 0 2.66353e-08 2.21013e-08 2.73557e-08 2.9727e-08 1.97438e-08 4.12082e-08 0 3.45093e-08 1.69132e-07 2.68284e-08 8.95767e-07 0 4.20953e-08 3.32451e-08 2.91639e-08 0 0 2.06828e-08 1.37842e-07 2.83369e-08 5.36749e-08 0 2.33278e-08 0 0 3.74516e-08 5.42371e-08 4.33598e-08 2.23232e-08 2.56314e-08 3.90106e-08 0 4.27865e-08 3.88296e-08 0 2.95777e-08 2.16833e-08 9.58293e-08 3.04052e-08 3.44191e-08 0 2.3554e-08 0 1.75159e-06 0 2.24375e-08 0 4.00976e-08 4.53081e-08 -------------------------------------------------------------- Initialization seed trial #657 of 1000; initialization seed = 493576882 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 498483 Distortion: 0.0358458 Distortions/cluster: 2.4371e-06 2.68231e-06 2.18292e-06 0.0356196 2.7352e-06 1.59192e-05 2.48817e-06 3.20628e-06 2.71486e-06 2.37044e-35 2.42511e-06 5.11903e-06 2.45348e-05 1.52947e-06 2.99692e-06 2.26234e-06 2.88332e-06 4.1758e-06 1.75746e-06 5.07936e-06 3.90681e-06 1.86076e-06 3.4799e-06 2.88301e-06 7.76697e-06 2.77565e-06 2.41522e-06 0 2.82268e-06 2.11393e-06 1.5796e-06 2.93738e-06 1.08283e-34 5.30864e-06 2.95439e-06 4.81569e-35 2.21213e-06 0 3.5082e-06 2.85499e-06 2.40917e-06 1.88099e-06 1.99722e-06 4.2576e-06 3.97594e-06 2.55616e-06 0 1.45604e-06 2.6809e-06 2.63936e-06 2.33566e-06 3.38584e-06 3.05801e-06 0 2.68724e-06 0 0 3.24912e-06 2.36321e-06 2.87792e-06 3.11585e-06 7.165e-06 1.78855e-06 4.70744e-06 3.36991e-06 1.82067e-06 0 2.43091e-06 5.60303e-06 1.27749e-35 4.0064e-06 4.27414e-06 2.03522e-06 0 3.56306e-06 0 Variance: 6.13377e-06 Variances/cluster: 3.29308e-08 1.94347e-08 3.69865e-08 0.035575 3.59775e-08 7.5794e-07 3.40734e-08 4.85654e-08 1.77426e-08 0 3.32179e-08 3.99795e-08 2.72576e-06 1.98615e-08 3.05781e-08 2.3083e-08 3.79355e-08 2.45614e-08 2.343e-08 3.17357e-08 3.58316e-08 2.54876e-08 2.30437e-08 2.66913e-08 9.03049e-08 3.0838e-08 2.54209e-08 0 2.76708e-08 2.85641e-08 1.9499e-08 2.48909e-08 0 2.86859e-08 3.69184e-08 2.67973e-31 3.68567e-08 0 2.67777e-08 1.0977e-07 3.44136e-08 3.41884e-08 3.69741e-08 5.3889e-08 4.46698e-08 1.111e-07 0 2.55423e-08 4.00005e-08 2.27508e-08 3.59304e-08 2.60421e-08 2.73013e-08 0 3.05343e-08 0 0 2.70736e-08 2.07281e-08 2.16366e-08 3.21116e-08 4.44883e-08 1.94384e-08 3.22399e-08 2.13267e-08 2.0005e-08 0 3.24014e-08 2.97936e-08 0 4.60465e-08 1.64378e-07 2.78772e-08 0 3.83101e-08 0 -------------------------------------------------------------- Initialization seed trial #658 of 1000; initialization seed = 493576883 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 725529 Distortion: 0.00021825 Distortions/cluster: 1.99875e-06 2.17548e-06 1.5894e-06 5.54628e-06 2.55359e-06 3.55581e-06 2.03869e-06 8.58625e-06 3.88707e-06 1.70971e-06 2.09674e-06 2.37044e-35 2.40166e-06 4.81569e-35 3.55907e-06 4.56695e-06 2.39673e-06 2.34825e-06 2.13963e-06 4.86511e-06 2.301e-06 9.85484e-06 0 9.64317e-35 4.91933e-06 3.13091e-06 2.8786e-06 1.94619e-06 2.1951e-06 2.10468e-06 2.18379e-06 2.04094e-06 1.87371e-06 5.25522e-06 8.16378e-06 6.45786e-06 4.06361e-06 0 1.88798e-06 0 5.51709e-06 3.0147e-06 0 1.83779e-06 3.05215e-06 1.49903e-06 1.21002e-06 3.90203e-06 3.02467e-06 5.91949e-06 9.65056e-06 4.23925e-06 3.77959e-06 0 3.57232e-06 0 1.213e-05 4.41524e-06 2.18852e-06 0 0 3.88151e-06 0 6.31584e-06 2.291e-06 0 6.73563e-06 2.47387e-06 1.08283e-34 0 1.27749e-35 1.99768e-06 0 4.45178e-06 1.87775e-06 0 Variance: 3.7346e-08 Variances/cluster: 2.12615e-08 2.86222e-08 1.67291e-08 1.38611e-07 2.14569e-08 4.33599e-08 2.21576e-08 3.90159e-08 3.56581e-08 1.81863e-08 2.18384e-08 0 2.61027e-08 2.67973e-31 3.14933e-08 1.69132e-07 2.88738e-08 2.79523e-08 4.86237e-08 3.98649e-08 2.44766e-08 8.95767e-07 0 6.86694e-32 4.20317e-08 3.03945e-08 3.27084e-08 1.96561e-08 2.52286e-08 2.2629e-08 2.12e-08 1.98127e-08 1.9931e-08 1.75159e-06 9.38273e-08 4.0355e-07 2.6732e-08 0 1.88781e-08 0 4.30894e-08 3.63189e-08 0 2.66323e-08 2.27753e-08 1.94663e-08 2.41978e-08 3.98135e-08 2.10028e-08 5.43026e-08 3.27031e-08 6.9473e-08 4.10799e-08 0 4.826e-08 0 4.28481e-08 3.83808e-08 2.35304e-08 0 0 3.10494e-08 0 4.47788e-08 1.7224e-08 0 4.45924e-08 2.60377e-08 0 0 0 2.32262e-08 0 3.58985e-08 2.93373e-08 0 -------------------------------------------------------------- Initialization seed trial #659 of 1000; initialization seed = 493576884 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 498435 Distortion: 0.0358241 Distortions/cluster: 1.73771e-06 6.20027e-06 1.86809e-06 4.27414e-06 3.23047e-06 2.15805e-06 0.0356196 2.22308e-06 4.88858e-06 3.5063e-06 1.86298e-06 1.36686e-06 7.89415e-06 1.93766e-06 4.31675e-06 4.03185e-06 5.39236e-06 1.27749e-35 4.51742e-06 2.41221e-06 1.70042e-06 2.80149e-06 2.88366e-06 2.75265e-06 1.59561e-06 1.6778e-06 5.50486e-06 2.94893e-06 1.58964e-06 1.98965e-06 1.27438e-06 2.41899e-06 2.85143e-06 3.69186e-06 5.29771e-06 4.24472e-06 1.46887e-06 2.0019e-06 2.9349e-06 2.37044e-35 5.25522e-06 2.49622e-06 0 3.60822e-06 0 0 3.27752e-06 5.9104e-06 3.92021e-06 2.55251e-06 2.85499e-06 2.46563e-06 3.84095e-06 0 1.30203e-06 2.77037e-06 9.85484e-06 2.71564e-06 3.39448e-06 4.88049e-06 0 3.74255e-06 2.1768e-06 2.32598e-06 2.80606e-06 1.08283e-34 5.06545e-06 3.28215e-06 4.81569e-35 1.64077e-06 1.54639e-06 1.94405e-06 1.54468e-06 0 0 1.91258e-06 Variance: 6.13006e-06 Variances/cluster: 1.73755e-08 3.87393e-08 2.78794e-08 1.64378e-07 3.01815e-08 1.96166e-08 0.035575 1.30756e-07 3.19411e-08 4.02998e-08 1.9608e-08 2.78925e-08 9.07286e-08 1.97703e-08 3.10456e-08 4.15618e-08 4.77052e-08 0 4.14306e-08 2.62174e-08 4.85792e-08 2.17144e-08 2.30673e-08 1.14655e-07 2.07203e-08 2.04591e-08 4.13766e-08 2.07647e-08 1.65573e-08 2.39693e-08 2.27544e-08 2.51949e-08 2.11199e-08 3.8048e-08 4.45043e-08 2.25763e-08 2.1599e-08 2.27462e-08 2.5082e-08 0 1.75159e-06 2.44706e-08 0 4.00882e-08 0 0 3.48556e-08 3.93959e-07 2.52895e-08 1.87668e-08 1.0977e-07 2.16264e-08 3.76532e-08 0 2.20663e-08 2.30843e-08 8.95767e-07 3.62057e-08 3.99218e-08 2.54108e-08 0 4.02389e-08 2.53094e-08 2.98178e-08 4.18674e-08 0 3.98735e-08 3.03878e-08 2.67973e-31 3.41795e-08 1.66263e-08 3.0373e-08 3.43231e-08 0 0 2.89759e-08 -------------------------------------------------------------- Initialization seed trial #660 of 1000; initialization seed = 493576885 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 594276 Distortion: 0.00411711 Distortions/cluster: 2.51671e-06 2.40614e-06 3.91327e-06 3.28269e-06 2.94349e-06 2.98021e-06 1.79904e-06 4.81569e-35 2.14902e-06 3.03929e-06 2.67346e-06 2.42652e-06 2.24654e-06 2.02849e-06 1.19155e-06 3.26554e-06 3.89695e-06 2.55616e-06 2.31789e-06 2.439e-06 3.35424e-06 2.29911e-06 2.13155e-06 2.14829e-06 2.21403e-06 3.00509e-06 2.93348e-06 3.29088e-06 3.4998e-06 2.38197e-06 2.10826e-06 1.82232e-06 2.68212e-06 3.4489e-06 3.07874e-06 3.38659e-06 2.9548e-06 5.01933e-06 2.69869e-06 1.92806e-06 4.91675e-06 9.85484e-06 2.37044e-35 2.66255e-06 2.38778e-06 6.45786e-06 1.92477e-06 3.1308e-06 0.00391362 5.25522e-06 2.44993e-06 0 2.85499e-06 2.34217e-06 2.89186e-06 2.70396e-06 9.64317e-35 2.71249e-06 2.77308e-06 7.89415e-06 2.94366e-06 2.52256e-06 3.009e-06 4.70872e-06 0 0 4.27414e-06 0 3.07322e-06 3.51941e-06 0 2.0989e-06 1.57125e-06 4.12723e-06 0 1.97038e-06 Variance: 7.04502e-07 Variances/cluster: 3.81205e-08 4.07697e-08 4.39656e-08 2.18827e-08 3.67814e-08 3.81956e-08 2.85536e-08 2.67973e-31 2.98449e-08 3.16566e-08 3.34154e-08 2.18585e-08 3.74299e-08 3.62112e-08 2.16626e-08 4.47294e-08 2.40531e-08 1.111e-07 2.89712e-08 3.80968e-08 2.52115e-08 3.48319e-08 3.27822e-08 2.90283e-08 1.92507e-08 3.95278e-08 3.3707e-08 1.86965e-08 2.18719e-08 2.38176e-08 3.05517e-08 3.25313e-08 2.37334e-08 3.25264e-08 2.40499e-08 5.29108e-08 2.44118e-08 2.6839e-08 1.91374e-08 2.24174e-08 3.01614e-08 8.95767e-07 0 3.80335e-08 3.06025e-08 4.0355e-07 2.71063e-08 2.58659e-08 0.00391989 1.75159e-06 1.99164e-08 0 1.0977e-07 2.51817e-08 3.70723e-08 2.04822e-08 6.86694e-32 3.56788e-08 3.18639e-08 9.07286e-08 3.3825e-08 3.07527e-08 2.36905e-08 2.94269e-08 0 0 1.64378e-07 0 3.70235e-08 3.82521e-08 0 2.49839e-08 2.70884e-08 3.35518e-08 0 3.8622e-08 -------------------------------------------------------------- Initialization seed trial #661 of 1000; initialization seed = 493576886 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 594994 Distortion: 0.00412805 Distortions/cluster: 2.4584e-06 2.28244e-06 3.87887e-06 3.87817e-06 4.9853e-06 5.41757e-06 2.37044e-35 3.68612e-06 4.0373e-06 5.25522e-06 8.29035e-06 6.45786e-06 3.41856e-06 0.00391362 0 3.77502e-06 4.93433e-06 3.93245e-06 3.14815e-06 4.56695e-06 3.7662e-06 0 2.80638e-06 0 2.83938e-06 3.69814e-06 5.04695e-06 5.96338e-06 2.4173e-06 3.13895e-06 1.76994e-06 1.68053e-06 3.18244e-06 2.3884e-06 1.63288e-06 9.85484e-06 0 2.34698e-06 9.64317e-35 2.14634e-06 2.09675e-06 0 4.09191e-06 3.60307e-06 0 2.34034e-06 0 0 3.43937e-06 1.74386e-06 4.3265e-06 1.7716e-06 4.16168e-06 4.27812e-06 0 1.70874e-06 2.47339e-06 4.81569e-35 0 2.85144e-06 5.20249e-06 4.5558e-06 1.47859e-06 0 0 0 5.24078e-06 0 3.52785e-06 2.54159e-06 4.84438e-06 4.35432e-06 5.52972e-06 3.3056e-06 0 5.88308e-06 Variance: 7.06375e-07 Variances/cluster: 2.73128e-08 3.21446e-08 4.61616e-08 4.56117e-08 3.98697e-08 4.79287e-08 0 3.54404e-08 4.33975e-08 1.75159e-06 9.41992e-08 4.0355e-07 4.38142e-08 0.00391989 0 2.46708e-08 3.00848e-08 3.93116e-08 2.8617e-08 1.69132e-07 2.25501e-08 0 2.15856e-08 0 3.34015e-08 2.40118e-08 2.96782e-08 4.1399e-08 2.41701e-08 2.82755e-08 4.91607e-08 4.42207e-08 2.39261e-08 1.89539e-08 1.87665e-08 8.95767e-07 0 1.84779e-08 6.86694e-32 2.23557e-08 3.2759e-08 0 2.40679e-08 3.91614e-08 0 3.16236e-08 0 0 2.64543e-08 2.05141e-08 4.70229e-08 2.13427e-08 3.05974e-08 4.15215e-08 0 2.01005e-08 2.81044e-08 2.67973e-31 0 2.90939e-08 3.53796e-08 3.96026e-08 1.92003e-08 0 0 0 2.72933e-08 0 4.1018e-08 2.46735e-08 3.25097e-08 2.8827e-08 1.38197e-07 4.03088e-08 0 3.00059e-08 -------------------------------------------------------------- Initialization seed trial #662 of 1000; initialization seed = 493576887 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 726680 Distortion: 0.000211626 Distortions/cluster: 0 2.80944e-06 6.45786e-06 2.01632e-06 1.76957e-06 2.55616e-06 3.20128e-06 1.35342e-06 0 2.60895e-06 3.20848e-06 1.78111e-06 3.62937e-06 3.64233e-06 1.27749e-35 2.53669e-06 2.37044e-35 1.75057e-06 2.06336e-06 5.25522e-06 1.87659e-06 1.23273e-06 1.47942e-06 2.79461e-06 3.75407e-06 6.20884e-06 3.147e-06 2.92047e-06 5.22135e-06 1.08283e-34 5.16565e-06 2.08893e-06 3.59978e-06 4.81569e-35 2.07234e-06 2.33285e-06 0 1.96241e-06 1.53932e-06 9.64317e-35 3.5675e-06 0 2.66267e-06 2.7563e-06 2.85473e-06 2.89572e-06 3.13572e-06 8.81366e-06 2.34875e-06 3.4205e-06 0 2.24686e-06 1.54932e-06 0 0 4.40929e-06 0 4.14036e-06 5.03438e-06 5.58558e-06 2.99907e-06 3.22381e-06 2.94311e-06 6.21977e-06 4.52519e-06 2.42434e-06 6.84533e-06 9.85484e-06 4.44239e-06 0 0 3.41088e-06 2.87834e-06 5.77559e-06 6.62506e-06 0 Variance: 3.62124e-08 Variances/cluster: 0 2.36067e-08 4.0355e-07 2.291e-08 2.08167e-08 1.111e-07 3.81073e-08 1.90606e-08 0 1.04322e-07 3.96084e-08 1.48415e-07 4.26842e-08 3.642e-08 0 2.34854e-08 0 2.53683e-08 3.43862e-08 1.75159e-06 2.13224e-08 1.73604e-08 2.17537e-08 2.94144e-08 1.10403e-07 4.43356e-08 3.70203e-08 2.22917e-08 3.5268e-08 0 4.00306e-08 2.00841e-08 3.99941e-08 2.67973e-31 2.69103e-08 2.99056e-08 0 2.42251e-08 1.81076e-08 6.86694e-32 2.6821e-08 0 2.03239e-08 1.96861e-08 3.70716e-08 3.96647e-08 3.96795e-08 5.12257e-08 1.99029e-08 2.75822e-08 0 1.85669e-08 2.53964e-08 0 0 2.42248e-08 0 2.93545e-08 7.51328e-08 5.37028e-08 2.54131e-08 4.67176e-08 2.97259e-08 4.53851e-08 3.80149e-08 2.4486e-08 4.4436e-08 8.95767e-07 2.53829e-08 0 0 2.89033e-08 2.74104e-08 3.37644e-08 2.9699e-08 0 -------------------------------------------------------------- Initialization seed trial #663 of 1000; initialization seed = 493576888 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 723445 Distortion: 0.000226937 Distortions/cluster: 2.71307e-06 2.89462e-06 4.81569e-35 3.84693e-06 3.44151e-06 2.72178e-06 5.44868e-06 3.24243e-06 3.12357e-06 1.73177e-06 5.35637e-06 1.51645e-06 2.72655e-06 0 2.3268e-06 2.9126e-06 3.05565e-06 4.23511e-06 2.41711e-06 2.60957e-06 2.2009e-06 3.15365e-06 1.27749e-35 3.1824e-06 9.64317e-35 3.62187e-06 4.53899e-06 4.27414e-06 2.37044e-35 2.45348e-05 1.08283e-34 2.09713e-06 4.20858e-06 3.38571e-06 1.89073e-06 3.98633e-06 3.27713e-06 1.74551e-06 1.99879e-06 0 1.59192e-05 1.45468e-06 3.60868e-06 0 3.00127e-06 2.34529e-06 2.0053e-06 4.28371e-06 2.4608e-06 2.62207e-06 0 1.92334e-06 4.1106e-06 3.88265e-06 2.34638e-06 0 3.87023e-06 5.04787e-06 4.82071e-06 3.37374e-06 3.3395e-06 4.01515e-06 2.8714e-06 0 0 0 7.89415e-06 2.89406e-06 0 3.24027e-06 2.34796e-06 0 3.01239e-06 2.85499e-06 0 2.97341e-06 Variance: 3.88325e-08 Variances/cluster: 4.04804e-08 4.07557e-08 2.67973e-31 2.37444e-08 2.07302e-08 2.56747e-08 3.20404e-08 2.14705e-08 2.56008e-08 3.3945e-08 3.59458e-08 2.52719e-08 2.59641e-08 0 3.47172e-08 3.59463e-08 4.18456e-08 3.13684e-08 3.89739e-08 3.47912e-08 3.0146e-08 3.75405e-08 0 2.28923e-08 6.86694e-32 3.58493e-08 4.36404e-08 1.64378e-07 0 2.72576e-06 0 2.91172e-08 3.09354e-08 2.36742e-08 2.95329e-08 3.46527e-08 2.66346e-08 3.42143e-08 2.03935e-08 0 7.5794e-07 3.72872e-08 2.81904e-08 0 3.29701e-08 3.49928e-08 3.34107e-08 2.81799e-08 1.11816e-07 2.59588e-08 0 2.18542e-08 4.51674e-08 3.88234e-08 2.32288e-08 0 4.11701e-08 5.48634e-08 3.15051e-08 2.59433e-08 2.30291e-08 2.52503e-08 2.70863e-08 0 0 0 9.07286e-08 2.08187e-08 0 3.56043e-08 1.95646e-08 0 2.18266e-08 1.0977e-07 0 2.91485e-08 -------------------------------------------------------------- Initialization seed trial #664 of 1000; initialization seed = 493576889 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 498758 Distortion: 0.0358345 Distortions/cluster: 2.68704e-06 3.33378e-06 3.45228e-06 3.85329e-06 1.08283e-34 3.295e-06 5.65404e-06 1.25859e-06 8.16378e-06 5.74098e-06 1.85595e-06 2.56066e-06 4.37846e-06 4.05082e-06 1.78727e-06 6.42058e-06 4.52586e-06 5.54074e-06 2.91121e-06 2.37044e-35 3.54555e-06 2.20081e-06 3.44245e-06 1.30218e-06 3.4778e-06 1.27749e-35 0 1.57412e-06 8.51617e-07 4.04584e-06 0.0356196 0 1.24912e-06 2.27685e-06 9.85484e-06 4.30589e-06 3.04148e-06 1.45578e-06 0 4.56695e-06 1.50175e-06 5.25522e-06 2.80086e-06 6.11321e-06 0 6.45786e-06 1.6975e-06 2.58679e-06 2.28815e-06 5.37796e-06 1.97136e-06 4.44484e-06 0 5.8799e-06 3.45996e-06 4.86828e-06 1.94008e-06 0 2.50324e-06 2.82991e-06 1.00566e-06 3.65665e-06 0 5.61514e-06 2.31108e-06 0 1.41076e-06 1.62504e-06 1.88322e-06 0 2.60593e-06 4.81569e-35 0 3.80296e-06 1.04358e-05 0 Variance: 6.13185e-06 Variances/cluster: 2.98533e-08 4.27266e-08 2.76158e-08 4.099e-08 0 3.74402e-08 3.79434e-08 2.37441e-08 9.38273e-08 4.38103e-08 1.97419e-08 2.15163e-08 2.86149e-08 4.21822e-08 2.59002e-08 5.4872e-08 3.96875e-08 1.38473e-07 3.30789e-08 0 2.85907e-08 2.78559e-08 2.31017e-08 2.50394e-08 4.82882e-08 0 0 2.28106e-08 2.12883e-08 3.74494e-08 0.035575 0 2.40188e-08 1.91315e-08 8.95767e-07 2.96931e-08 2.59933e-08 1.91529e-08 0 1.69132e-07 2.0292e-08 1.75159e-06 1.90518e-08 4.8503e-08 0 4.0355e-07 3.53609e-08 1.87432e-08 2.31103e-08 3.21928e-08 2.59363e-08 4.11424e-08 0 3.74397e-08 3.93143e-08 4.34631e-08 2.36569e-08 0 2.60731e-08 3.17939e-08 1.62184e-08 3.23492e-08 0 2.9389e-08 2.26557e-08 0 1.72024e-08 1.82567e-08 1.75986e-08 0 2.26583e-08 2.67973e-31 0 3.88026e-08 4.27557e-08 0 -------------------------------------------------------------- Initialization seed trial #665 of 1000; initialization seed = 493576890 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 592296 Distortion: 0.004389 Distortions/cluster: 2.37044e-35 1.67085e-06 3.36928e-06 4.82279e-06 3.07415e-06 1.74007e-06 4.40142e-06 2.95405e-06 3.76976e-06 4.36144e-06 5.34301e-06 5.52784e-06 2.49341e-06 0.000272566 4.0124e-06 9.85484e-06 4.98835e-06 0.00391362 5.9253e-06 4.62514e-06 5.48892e-06 1.6404e-06 2.71734e-06 2.74613e-06 3.48955e-06 3.36511e-06 2.50174e-06 2.44043e-06 9.64317e-35 2.52082e-06 2.9503e-06 3.44172e-06 4.27414e-06 8.53014e-06 1.79386e-06 2.47191e-06 2.671e-06 0 3.42555e-06 0 2.0141e-06 0 5.9104e-06 3.01165e-06 2.54353e-06 2.93687e-06 0 3.85116e-06 3.3791e-06 0 2.22308e-06 0 2.36144e-06 3.79284e-06 3.21784e-06 0 5.25522e-06 0 3.83565e-06 0 3.02335e-06 2.85499e-06 2.75265e-06 0 3.65348e-06 1.30348e-06 4.50331e-06 0 3.84508e-06 0 2.22245e-06 2.64858e-06 0 2.27173e-06 0 0 Variance: 7.51027e-07 Variances/cluster: 0 2.11481e-08 3.74242e-08 4.26657e-08 3.37717e-08 2.48556e-08 2.80253e-08 2.66105e-08 2.63597e-08 3.02778e-08 2.24477e-08 4.18641e-08 2.02692e-08 3.13264e-06 3.89522e-08 8.95767e-07 4.15558e-08 0.00391989 3.18459e-08 4.20431e-08 2.36571e-08 1.95268e-08 2.26426e-08 2.77354e-08 3.45392e-08 2.28899e-08 3.47433e-08 2.62389e-08 6.86694e-32 5.14408e-08 2.20149e-08 2.56823e-08 1.64378e-07 5.07583e-08 3.14682e-08 2.26754e-08 2.11966e-08 0 3.08507e-08 0 1.93647e-08 0 3.93959e-07 2.46835e-08 2.051e-08 2.7445e-08 0 4.09662e-08 3.04395e-08 0 1.30756e-07 0 2.56648e-08 2.34106e-08 3.9229e-08 0 1.75159e-06 0 3.0439e-08 0 3.87584e-08 1.0977e-07 1.14655e-07 0 3.5459e-08 2.24718e-08 4.64119e-08 0 4.04715e-08 0 2.38949e-08 3.57889e-08 0 2.83941e-08 0 0 -------------------------------------------------------------- Initialization seed trial #666 of 1000; initialization seed = 493576891 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 595399 Distortion: 0.00412583 Distortions/cluster: 2.83064e-06 3.95946e-06 4.38909e-06 5.44118e-06 6.91777e-06 2.98092e-06 2.60895e-06 3.99588e-06 2.37044e-35 0 0 1.41603e-06 5.30688e-06 1.75413e-06 6.67911e-06 6.45786e-06 1.70872e-06 3.29301e-06 0 3.47196e-06 2.83647e-06 5.25522e-06 5.39836e-06 0 9.88092e-06 3.16648e-06 0 0 3.93607e-06 3.81075e-06 1.92421e-06 1.79863e-06 2.98434e-06 2.42798e-06 3.14033e-06 3.6898e-06 3.00123e-06 1.9979e-06 2.29617e-06 3.01072e-06 2.33769e-06 4.25451e-06 3.07003e-06 9.85484e-06 3.09466e-06 4.96947e-06 3.16347e-06 1.98057e-06 7.25316e-06 0 0 0 2.3724e-06 1.69229e-06 4.09431e-06 0 2.276e-06 3.34691e-06 4.81569e-35 0 9.64317e-35 2.84161e-06 2.92098e-06 3.17319e-06 5.15141e-06 2.51444e-06 0 2.55616e-06 2.37019e-06 3.75407e-06 0.00391362 1.32449e-06 0 5.86113e-06 0 2.21003e-06 Variance: 7.05994e-07 Variances/cluster: 2.59661e-08 2.74933e-08 2.32206e-08 2.87799e-08 4.40476e-08 3.46507e-08 1.04322e-07 3.95502e-08 0 0 0 3.07814e-08 4.04975e-08 6.04824e-08 3.00834e-08 4.0355e-07 3.48687e-08 4.84121e-08 0 2.39417e-08 2.11658e-08 1.75159e-06 3.04892e-08 0 3.14652e-08 2.12491e-08 0 0 2.64142e-08 3.56038e-08 1.48005e-07 3.99667e-08 3.72919e-08 2.79051e-08 3.14004e-08 3.18058e-08 4.11001e-08 3.02688e-08 3.37644e-08 4.7785e-08 2.5972e-08 2.13776e-08 2.45581e-08 8.95767e-07 2.7384e-08 3.57401e-08 3.90424e-08 3.35662e-08 3.23773e-08 0 0 0 2.2379e-08 3.31792e-08 2.49629e-08 0 3.25035e-08 4.85016e-08 2.67973e-31 0 6.86694e-32 2.84137e-08 2.98033e-08 2.17316e-08 7.57488e-08 3.3523e-08 0 1.111e-07 3.82163e-08 1.10403e-07 0.00391989 3.08e-08 0 3.36737e-08 0 2.69493e-08 -------------------------------------------------------------- Initialization seed trial #667 of 1000; initialization seed = 493576892 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 499030 Distortion: 0.0358321 Distortions/cluster: 8.00262e-06 3.0198e-06 3.33746e-06 2.34035e-06 4.81569e-35 3.04466e-06 1.66962e-06 5.90062e-06 2.25755e-06 2.71479e-06 2.91939e-06 2.1101e-06 2.20806e-06 3.89186e-06 3.73174e-06 1.27749e-35 3.69661e-06 0 2.37044e-35 2.86459e-06 3.05534e-06 0 3.15231e-06 2.40897e-06 4.28842e-06 5.36784e-06 2.80608e-06 4.5811e-06 1.89915e-06 3.55137e-06 1.08283e-34 0 1.96489e-06 5.25522e-06 0 3.58202e-06 4.246e-06 2.90643e-06 5.9104e-06 3.92104e-06 2.1682e-06 2.48009e-06 4.03425e-06 2.67895e-06 3.36394e-06 4.9853e-06 4.42933e-06 0 0 2.62051e-06 1.04813e-05 3.10265e-06 3.39954e-06 4.27414e-06 0 9.85484e-06 0 3.46907e-06 1.83121e-06 4.04846e-06 1.46309e-06 2.21262e-06 2.4608e-06 2.51118e-06 3.99154e-06 2.7493e-06 0 0 6.13939e-06 6.44594e-06 0 0.0356196 2.85499e-06 1.84415e-06 0 0 Variance: 6.13143e-06 Variances/cluster: 9.09302e-08 3.77446e-08 2.35012e-08 4.03375e-08 2.67973e-31 2.28894e-08 2.45511e-08 2.97914e-08 2.03359e-08 3.23161e-08 3.39434e-08 2.93041e-08 2.59749e-08 4.63175e-08 4.14603e-08 0 3.58786e-08 0 0 3.2176e-08 2.05039e-08 0 5.00322e-08 2.05873e-08 3.82771e-08 3.10252e-08 3.84267e-08 3.98227e-08 1.77475e-08 3.85891e-08 0 0 1.72343e-08 1.75159e-06 0 4.31438e-08 2.62077e-08 2.18509e-08 3.93959e-07 3.18756e-08 2.6439e-08 2.11955e-08 2.44475e-08 2.70577e-08 2.12889e-08 3.19466e-08 2.95259e-08 0 0 1.985e-08 4.17444e-08 3.48583e-08 3.3326e-08 1.64378e-07 0 8.95767e-07 0 4.08101e-08 3.0017e-08 3.74825e-08 2.52229e-08 2.30461e-08 1.11816e-07 2.22209e-08 3.80022e-08 3.9273e-08 0 0 5.43262e-08 3.62015e-08 0 0.035575 1.0977e-07 2.36401e-08 0 0 -------------------------------------------------------------- Initialization seed trial #668 of 1000; initialization seed = 493576893 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 498310 Distortion: 0.0360909 Distortions/cluster: 4.05277e-06 0.000272566 0.0356196 3.3445e-06 2.99082e-06 2.86306e-06 1.75168e-06 3.57944e-06 3.53066e-06 4.73971e-06 4.27414e-06 2.92428e-06 9.85484e-06 3.56124e-06 1.24802e-06 1.08283e-34 3.53716e-06 2.62047e-06 1.92665e-06 2.48535e-06 3.57223e-06 3.79052e-06 1.73702e-06 4.46547e-06 1.91177e-06 2.30258e-06 5.9055e-06 1.64058e-06 3.38823e-06 2.74049e-06 2.6859e-06 3.49877e-06 2.86338e-06 2.80769e-06 2.55616e-06 4.49796e-06 3.30683e-06 2.6739e-06 2.23895e-06 2.42904e-06 2.37044e-35 4.2182e-06 4.4998e-06 3.53623e-06 0 5.25522e-06 1.5867e-06 2.0379e-06 0 3.34776e-06 3.23661e-06 0 1.59654e-06 2.01667e-06 1.62282e-06 0 3.41051e-06 1.27749e-35 0 2.88334e-06 3.36784e-06 2.63002e-06 1.81421e-06 3.32383e-06 3.62453e-06 3.82208e-06 2.32313e-06 3.56683e-06 0 0 0 5.9104e-06 2.87035e-06 0 2.85499e-06 3.13673e-06 Variance: 6.17572e-06 Variances/cluster: 2.3837e-08 3.13264e-06 0.035575 2.0516e-08 4.67169e-08 2.13638e-08 4.60929e-08 1.99951e-08 1.99455e-08 3.70259e-08 1.64378e-07 4.23769e-08 8.95767e-07 3.82895e-08 3.04294e-08 0 3.974e-08 3.19474e-08 3.85211e-08 2.79229e-08 4.01339e-08 2.72667e-08 3.2763e-08 4.17196e-08 3.41276e-08 3.19699e-08 3.1911e-08 3.64463e-08 2.38587e-08 2.71246e-08 3.08697e-08 3.33186e-08 2.70099e-08 2.86474e-08 1.111e-07 3.03889e-08 3.67396e-08 2.0888e-08 3.79357e-08 3.4201e-08 0 3.05566e-08 2.74353e-08 4.01812e-08 0 1.75159e-06 2.99279e-08 3.45293e-08 0 3.80301e-08 3.33566e-08 0 3.46966e-08 2.92243e-08 4.77257e-08 0 3.87534e-08 0 0 3.16746e-08 2.57003e-08 2.02291e-08 3.42277e-08 2.24564e-08 2.99521e-08 3.23877e-08 2.61003e-08 2.49407e-08 0 0 0 3.93959e-07 2.47419e-08 0 1.0977e-07 2.09097e-08 -------------------------------------------------------------- Initialization seed trial #669 of 1000; initialization seed = 493576894 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 494279 Distortion: 0.0397418 Distortions/cluster: 2.19959e-06 3.29788e-06 2.37044e-35 1.64677e-06 2.23825e-06 3.8004e-06 9.85484e-06 2.18664e-06 7.05153e-06 4.56695e-06 6.45786e-06 1.86015e-06 2.36533e-06 2.8501e-06 1.81736e-06 1.72731e-06 2.31778e-06 3.92938e-06 3.51779e-06 1.68574e-06 0 1.88686e-06 0 3.2927e-06 2.89649e-06 2.1955e-06 2.62993e-06 3.8881e-06 1.08884e-06 2.79657e-06 1.8839e-06 6.62965e-06 2.45175e-06 2.58149e-06 0 3.01139e-06 2.07811e-06 3.69922e-06 3.26385e-06 3.38421e-06 7.89415e-06 0 4.57185e-06 4.65431e-06 3.52414e-06 0 3.48857e-06 2.40043e-06 5.25522e-06 3.68208e-06 6.45565e-06 5.6885e-06 0 1.05058e-06 2.53146e-06 4.50144e-06 3.28524e-06 0.00391362 2.20939e-06 4.81569e-35 3.85885e-06 2.30635e-06 0 3.31664e-06 4.57012e-06 0 0 0 2.82893e-06 3.83899e-06 0 3.65955e-06 3.03844e-06 2.08536e-06 2.90652e-06 0.0356196 Variance: 6.80045e-06 Variances/cluster: 2.49929e-08 2.16947e-08 0 2.49488e-08 3.55249e-08 3.68851e-08 8.95767e-07 3.52653e-08 4.37838e-08 1.69132e-07 4.0355e-07 1.91751e-08 3.28493e-08 2.33587e-08 2.52391e-08 4.93473e-08 2.75902e-08 2.11238e-08 2.34496e-08 4.9577e-08 0 3.14447e-08 0 2.30239e-08 2.70668e-08 3.85141e-08 2.13793e-08 2.69918e-08 9.07046e-08 3.49549e-08 2.09304e-08 3.29727e-08 3.26872e-08 2.86808e-08 0 2.09106e-08 2.03713e-08 2.71972e-08 3.05006e-08 3.7177e-08 9.07286e-08 0 3.74709e-08 4.26861e-08 3.52308e-08 0 2.76846e-08 3.24353e-08 1.75159e-06 2.16574e-08 3.95924e-08 2.94645e-08 0 8.75168e-08 3.56515e-08 4.05402e-08 4.82978e-08 0.00391989 2.8323e-08 2.67973e-31 2.17988e-08 9.22232e-08 0 4.197e-08 2.9482e-08 0 0 0 2.24498e-08 2.70327e-08 0 3.89188e-08 3.94475e-08 3.9343e-08 3.87502e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #670 of 1000; initialization seed = 493576895 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 594664 Distortion: 0.00412681 Distortions/cluster: 6.14916e-06 5.15503e-06 6.14139e-06 6.18881e-06 1.26726e-06 1.60797e-06 9.64317e-35 2.83506e-06 1.28711e-06 1.13629e-06 3.78604e-06 2.91787e-06 4.38482e-06 5.25522e-06 1.82781e-06 0 4.56695e-06 2.92415e-06 2.10631e-06 7.93103e-06 1.93065e-06 1.9231e-06 3.53266e-06 2.22518e-06 3.76869e-06 5.2913e-06 1.17634e-06 3.59647e-06 2.29218e-06 3.02598e-06 1.81086e-06 1.48589e-06 1.91422e-06 2.37044e-35 3.21741e-06 2.76177e-06 3.15004e-06 9.85484e-06 0 6.02853e-06 3.90301e-06 8.39942e-06 3.41805e-06 3.24959e-06 2.39063e-06 0 2.17956e-06 2.61194e-06 9.77688e-07 0 0.00391362 0 3.11693e-06 4.48731e-06 1.66821e-06 2.69525e-06 6.93533e-06 0 2.28075e-06 2.86146e-06 0 0 4.71568e-06 1.57501e-06 0 3.12851e-06 4.81569e-35 2.64434e-06 0 6.45786e-06 2.34182e-06 3.77199e-06 1.37478e-06 6.32026e-06 3.22476e-06 0 Variance: 7.06161e-07 Variances/cluster: 4.2104e-08 3.01364e-08 4.5816e-08 4.51593e-08 1.97986e-08 2.06128e-08 6.86694e-32 2.13144e-08 2.29814e-08 2.58219e-08 3.02852e-08 3.39257e-08 4.13526e-08 1.75159e-06 2.99614e-08 0 1.69132e-07 3.6549e-08 2.31442e-08 4.19497e-08 2.19373e-08 2.1606e-08 5.35205e-08 2.36701e-08 3.14029e-08 1.35629e-07 2.50263e-08 4.43862e-08 3.22813e-08 2.11588e-08 2.01188e-08 2.21748e-08 2.51846e-08 0 3.00667e-08 2.90688e-08 2.44163e-08 8.95767e-07 0 2.88352e-08 2.26899e-08 9.43662e-08 2.2785e-08 3.77826e-08 3.79441e-08 0 4.03586e-08 3.52933e-08 1.45906e-08 0 0.00391989 0 1.84418e-08 3.96977e-08 1.85336e-08 3.5461e-08 4.98795e-08 0 2.07323e-08 2.62497e-08 0 0 4.66755e-08 1.73057e-08 0 2.11367e-08 2.67973e-31 3.77739e-08 0 4.0355e-07 2.63103e-08 3.49227e-08 2.4993e-08 3.49072e-08 4.0306e-08 0 -------------------------------------------------------------- Initialization seed trial #671 of 1000; initialization seed = 493576896 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 594640 Distortion: 0.00414973 Distortions/cluster: 1.76697e-06 2.23956e-06 1.82997e-06 1.55567e-06 2.44729e-06 1.82029e-06 2.35729e-06 0.00391362 3.04934e-06 3.30962e-06 2.37044e-35 9.64317e-35 4.60602e-06 3.82759e-06 4.81569e-35 4.03861e-06 2.32058e-06 2.27274e-06 7.70323e-06 1.70062e-06 2.14497e-06 2.46485e-06 3.99441e-06 6.97766e-06 8.07385e-06 6.72071e-06 1.85071e-06 2.60623e-06 0 8.83817e-06 1.96495e-06 2.16215e-06 5.42436e-06 2.45348e-05 2.60925e-06 1.95677e-06 2.43521e-06 2.49545e-06 1.33735e-06 0 1.75242e-06 3.58453e-06 0 6.78666e-06 5.5155e-06 2.93246e-06 0 0 1.59192e-05 3.04488e-06 2.11896e-06 3.87048e-06 2.87641e-06 0 0 4.02138e-06 0 0 2.34541e-06 2.05223e-06 2.27011e-06 0 2.2879e-06 0 8.55988e-06 3.17346e-06 0 3.57351e-06 8.68553e-06 3.37429e-06 4.56695e-06 3.01109e-06 1.8607e-06 2.48237e-06 0 0 Variance: 7.10083e-07 Variances/cluster: 1.98514e-08 2.69804e-08 2.01074e-08 1.74774e-08 1.91171e-08 4.66705e-08 2.74071e-08 0.00391989 3.35063e-08 2.78095e-08 0 6.86694e-32 3.07041e-08 4.20578e-08 2.67973e-31 2.84385e-08 2.76229e-08 2.36717e-08 4.52986e-08 2.26729e-08 2.52327e-08 2.14316e-08 4.38802e-08 5.40743e-08 3.73669e-08 2.986e-08 5.00148e-08 2.4355e-08 0 5.10713e-08 1.8892e-08 1.96542e-08 3.28642e-08 2.72576e-06 2.3936e-08 3.55754e-08 3.20397e-08 3.32699e-08 2.47635e-08 0 2.65488e-08 5.04818e-08 0 4.24028e-08 1.37842e-07 1.94186e-08 0 0 7.5794e-07 3.85394e-08 3.31067e-08 3.02354e-08 3.424e-08 0 0 4.06074e-08 0 0 2.44292e-08 1.72441e-08 3.28973e-08 0 1.9893e-08 0 9.61687e-08 3.68975e-08 0 4.20274e-08 4.49878e-08 2.67777e-08 1.69132e-07 2.46789e-08 2.1888e-08 2.01801e-08 0 0 -------------------------------------------------------------- Initialization seed trial #672 of 1000; initialization seed = 493576897 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 727726 Distortion: 0.000205235 Distortions/cluster: 4.61493e-06 3.1315e-06 5.9104e-06 2.78847e-06 2.18116e-06 2.37044e-35 1.23726e-06 2.16522e-06 9.64317e-35 4.61851e-06 1.60809e-06 4.00825e-06 2.09991e-06 3.96063e-06 3.89241e-06 4.56695e-06 3.78299e-06 3.86865e-06 3.33398e-06 2.52082e-06 2.96063e-06 3.68474e-06 9.85484e-06 3.36304e-06 3.46215e-06 1.69272e-06 4.09047e-06 2.19684e-06 5.16734e-06 1.28699e-06 3.08535e-06 5.06503e-06 0 2.73383e-06 1.8876e-06 2.3664e-06 2.67187e-06 2.75753e-06 1.12673e-06 1.08283e-34 1.77603e-06 2.12338e-06 2.66506e-06 0 4.06844e-06 3.60963e-06 3.64049e-06 2.63864e-06 1.94982e-06 2.59818e-06 4.81569e-35 0 2.88155e-06 2.22308e-06 7.89415e-06 5.25522e-06 2.27669e-06 2.92535e-06 2.45922e-06 0 2.55173e-06 3.08792e-06 3.32154e-06 4.42339e-06 3.20642e-06 2.82857e-06 0 0 0 1.27749e-35 2.29142e-06 0 4.33202e-06 3.54873e-06 3.13856e-06 1.77553e-06 Variance: 3.51189e-08 Variances/cluster: 2.77916e-08 1.07947e-07 3.93959e-07 2.53415e-08 3.82544e-08 0 2.47431e-08 2.405e-08 6.86694e-32 4.19828e-08 1.84817e-08 3.13118e-08 1.81011e-08 2.41477e-08 4.09691e-08 1.69132e-07 3.09979e-08 2.4483e-08 3.96873e-08 5.14408e-08 1.97358e-08 3.68352e-08 8.95767e-07 3.73555e-08 4.80709e-08 2.41788e-08 3.89537e-08 1.80048e-08 2.58345e-08 2.38306e-08 3.50577e-08 3.89492e-08 0 3.59686e-08 2.85975e-08 2.49073e-08 2.93586e-08 4.11434e-08 8.664e-08 0 1.99533e-08 1.7842e-08 2.99418e-08 0 3.98736e-08 2.31367e-08 4.08909e-08 2.6384e-08 2.53202e-08 2.47423e-08 2.67973e-31 0 3.84183e-08 1.30756e-07 9.07286e-08 1.75159e-06 2.58684e-08 4.23831e-08 2.79366e-08 0 2.65782e-08 3.71916e-08 4.95601e-08 2.98847e-08 2.37492e-08 3.17711e-08 0 0 0 0 1.80411e-08 0 4.0473e-08 2.34987e-08 2.06466e-08 2.06438e-08 -------------------------------------------------------------- Initialization seed trial #673 of 1000; initialization seed = 493576898 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 494254 Distortion: 0.0397465 Distortions/cluster: 1.30782e-06 3.48682e-06 0.0356196 5.16411e-06 2.0626e-06 2.3741e-06 1.8083e-06 6.45786e-06 2.82838e-06 3.27557e-06 3.14947e-06 5.1223e-06 1.98991e-06 2.57763e-06 3.29211e-06 3.35954e-06 4.48299e-06 6.72101e-06 2.23458e-06 2.37044e-35 3.52047e-06 1.93804e-06 2.11008e-06 5.25522e-06 1.81116e-06 2.93628e-06 0 7.89415e-06 3.82453e-06 1.55727e-06 6.34209e-06 0 9.85484e-06 2.15218e-06 3.61438e-06 4.09938e-06 3.67782e-06 2.0819e-06 4.64773e-06 1.57381e-06 3.06963e-06 5.86892e-06 6.0553e-06 3.15309e-06 0 0 5.42751e-06 2.791e-06 1.82152e-06 0 2.04135e-06 5.69414e-06 1.6193e-06 4.84115e-06 3.36961e-06 2.73704e-06 0.00391362 0 4.81569e-35 2.23169e-06 4.27519e-06 2.83614e-06 4.46681e-06 1.65886e-06 0 0 0 4.17246e-06 2.56724e-06 3.60907e-06 0 0 0 4.83788e-06 0 3.63326e-06 Variance: 6.80126e-06 Variances/cluster: 1.98132e-08 3.70908e-08 0.035575 2.71772e-08 3.96619e-08 1.78488e-08 5.0226e-08 4.0355e-07 2.3373e-08 2.16906e-08 3.53758e-08 4.00048e-08 3.06112e-08 3.39053e-08 3.91893e-08 3.99814e-08 3.02805e-08 3.29354e-08 2.37693e-08 0 2.18644e-08 2.08372e-08 3.57609e-08 1.75159e-06 1.74129e-08 2.34882e-08 0 9.07286e-08 3.1091e-08 1.81057e-08 3.01905e-08 0 8.95767e-07 2.50229e-08 3.03697e-08 3.7954e-08 4.37691e-08 2.89127e-08 4.11168e-08 2.34869e-08 3.78939e-08 4.1907e-08 5.04457e-08 3.54249e-08 0 0 1.42782e-07 2.06723e-08 2.19434e-08 0 1.77493e-08 4.41265e-08 2.74432e-08 1.72882e-07 4.81228e-08 2.6571e-08 0.00391989 0 2.67973e-31 2.32447e-08 3.85031e-08 2.44474e-08 2.99759e-08 1.95138e-08 0 0 0 4.21425e-08 3.5165e-08 4.148e-08 0 0 0 3.06168e-08 0 2.43818e-08 -------------------------------------------------------------- Initialization seed trial #674 of 1000; initialization seed = 493576899 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 722581 Distortion: 0.000229895 Distortions/cluster: 2.37044e-35 4.23163e-06 1.77064e-06 2.33992e-06 3.52029e-06 1.88585e-06 8.29035e-06 4.81569e-35 2.46523e-06 3.09985e-06 3.27468e-06 2.42064e-06 2.45348e-05 2.29891e-06 1.48062e-06 1.92138e-06 3.91406e-06 2.33103e-06 5.71883e-06 5.84733e-06 4.3629e-06 1.08283e-34 2.05418e-06 1.44348e-06 9.64317e-35 1.60385e-06 1.27749e-35 3.03842e-06 2.06391e-06 1.78808e-06 1.84902e-06 2.30152e-06 2.78072e-06 0 0 5.1979e-06 2.81077e-06 1.59192e-05 2.80515e-06 2.79026e-06 3.4284e-06 2.81849e-06 2.20414e-06 0 3.53655e-06 4.63939e-06 2.74476e-06 5.02013e-06 0 3.32466e-06 4.56695e-06 3.37928e-06 4.96527e-06 0 2.08799e-06 5.19709e-06 0 4.28518e-06 2.88076e-06 1.75054e-06 2.6966e-06 1.86739e-06 3.70523e-06 3.6082e-06 5.01647e-06 0 2.10968e-06 5.1713e-06 0 0 1.84479e-06 1.77964e-06 2.57319e-06 4.73338e-06 2.26743e-06 1.5367e-06 Variance: 3.93386e-08 Variances/cluster: 0 3.84663e-08 2.08289e-08 3.34166e-08 2.72867e-08 1.71426e-08 9.41992e-08 2.67973e-31 1.98786e-08 2.74299e-08 3.80651e-08 2.54778e-08 2.72576e-06 2.87338e-08 3.89602e-08 2.26018e-08 4.11981e-08 5.29617e-08 5.39465e-08 3.60829e-08 4.31933e-08 0 3.80369e-08 2.57739e-08 6.86694e-32 1.70608e-08 0 2.03903e-08 2.21899e-08 1.84322e-08 2.07737e-08 2.09211e-08 2.62309e-08 0 0 4.68124e-08 2.6766e-08 7.5794e-07 2.12493e-08 3.76938e-08 3.53335e-08 3.70825e-08 2.86227e-08 0 3.04849e-08 4.29444e-08 2.61383e-08 1.32065e-07 0 2.99494e-08 1.69132e-07 3.59381e-08 3.18183e-08 0 2.64276e-08 4.18984e-08 0 3.85926e-08 4.57123e-08 2.1089e-08 5.3914e-08 2.66746e-08 2.05828e-08 4.14699e-08 2.74034e-08 0 3.05723e-08 3.02315e-08 0 0 2.71269e-08 1.95542e-08 2.59895e-08 3.87949e-08 1.95445e-08 2.56094e-08 -------------------------------------------------------------- Initialization seed trial #675 of 1000; initialization seed = 493576900 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 61 BIC score: 594680 Distortion: 0.00414503 Distortions/cluster: 2.87505e-06 1.06426e-05 1.42826e-05 4.96742e-06 6.00806e-06 2.4608e-06 4.92382e-06 2.38357e-06 1.7783e-06 1.83111e-06 0 3.55371e-06 3.27004e-06 9.64317e-35 2.57226e-06 5.76114e-06 2.38476e-06 5.27371e-06 2.60895e-06 2.67271e-06 2.14671e-06 2.23885e-06 3.42861e-06 2.92665e-06 7.29928e-06 2.20567e-06 3.15569e-06 2.26922e-06 4.81569e-35 3.52638e-06 2.37044e-35 9.54782e-06 3.16666e-06 1.87356e-06 3.44533e-06 1.93551e-06 2.55616e-06 4.6881e-06 3.02126e-06 2.45348e-05 0 5.94762e-06 1.77637e-06 0.00391362 0 4.4553e-06 2.39245e-06 1.67456e-06 0 2.146e-06 2.45763e-06 2.31838e-06 2.26063e-06 0 2.53678e-06 0 3.22885e-06 0 1.91144e-06 0 1.6346e-06 0 0 0 3.561e-06 1.78111e-06 5.78656e-06 4.47933e-06 3.60811e-06 3.90153e-06 3.32924e-06 2.19716e-06 0 0 2.06259e-06 1.74222e-06 Variance: 7.09279e-07 Variances/cluster: 3.73355e-08 4.15591e-08 7.14025e-07 4.10496e-08 5.5115e-08 3.07572e-08 3.96963e-08 2.64818e-08 2.65391e-08 2.12901e-08 0 3.78025e-08 4.80843e-08 6.86694e-32 1.97843e-08 2.98407e-08 2.4583e-08 4.11874e-08 1.04322e-07 2.32386e-08 2.82436e-08 2.66507e-08 4.08034e-08 2.07539e-08 8.79347e-08 1.95174e-08 2.674e-08 4.8277e-08 2.67973e-31 2.9384e-08 0 3.99362e-08 3.29832e-08 2.10493e-08 2.73416e-08 2.17454e-08 1.111e-07 4.18444e-08 2.25448e-08 2.72576e-06 0 4.43711e-08 2.0896e-08 0.00391989 0 3.27566e-08 2.62876e-08 1.70858e-08 0 2.68222e-08 1.91985e-08 2.79298e-08 3.09648e-08 0 1.77382e-08 0 4.96597e-08 0 1.00592e-07 0 1.96917e-08 0 0 0 3.86941e-08 1.48415e-07 3.28675e-08 4.22542e-08 2.38927e-08 4.10552e-08 3.91651e-08 1.97925e-08 0 0 2.71369e-08 2.48867e-08 -------------------------------------------------------------- Initialization seed trial #676 of 1000; initialization seed = 493576901 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 499390 Distortion: 0.0358401 Distortions/cluster: 4.91308e-06 2.27526e-06 1.80734e-06 3.38873e-06 2.86851e-06 1.15279e-05 1.7498e-06 1.74038e-06 5.25522e-06 3.39115e-06 5.5155e-06 1.43486e-06 6.45786e-06 2.66643e-06 1.04543e-05 2.7607e-06 2.31919e-06 4.47697e-06 2.42034e-06 7.47165e-06 8.55988e-06 4.26062e-06 2.37044e-35 5.6848e-06 4.81569e-35 0 3.63037e-06 0 2.34338e-06 2.33519e-06 0 9.85484e-06 2.55386e-06 2.41087e-06 0 3.077e-06 0 2.15422e-06 1.27749e-35 8.26366e-06 2.47278e-06 1.66144e-06 0 7.33396e-06 0 1.4873e-06 3.51368e-06 3.13904e-06 0 1.07867e-06 0.0356196 9.24256e-06 1.93587e-06 2.39064e-06 8.48518e-06 3.23561e-06 2.13607e-06 0 0 0 2.50796e-06 2.89737e-06 1.08283e-34 1.86966e-06 2.17142e-06 4.56695e-06 2.71561e-06 1.4659e-06 5.90338e-06 3.46426e-06 0 1.59427e-06 1.76825e-06 0 1.49711e-06 0 Variance: 6.1328e-06 Variances/cluster: 2.87289e-08 2.36985e-08 4.20283e-08 2.15817e-08 3.54106e-08 4.34872e-08 2.57298e-08 4.97207e-08 1.75159e-06 2.20185e-08 1.37842e-07 3.67884e-08 4.0355e-07 2.53915e-08 4.60396e-08 3.63217e-08 3.5137e-08 2.69674e-08 3.61213e-08 3.42625e-08 9.61687e-08 2.20738e-08 0 3.97411e-08 2.67973e-31 0 2.37251e-08 0 2.34314e-08 2.99356e-08 0 8.95767e-07 3.15266e-08 1.99228e-08 0 3.84591e-08 0 2.62687e-08 0 5.00666e-08 2.77816e-08 3.77566e-08 0 4.76078e-08 0 2.52062e-08 4.81283e-08 3.07722e-08 0 2.20112e-08 0.035575 5.16178e-08 2.48167e-08 2.57028e-08 5.23619e-08 2.11454e-08 3.28601e-08 0 0 0 3.43526e-08 2.28119e-08 0 1.88838e-08 2.02919e-08 1.69132e-07 2.42444e-08 2.61743e-08 3.02638e-08 1.85239e-08 0 3.12578e-08 2.89852e-08 0 2.05066e-08 0 -------------------------------------------------------------- Initialization seed trial #677 of 1000; initialization seed = 493576902 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 594982 Distortion: 0.00415291 Distortions/cluster: 5.54074e-06 1.92352e-06 9.59671e-06 3.45014e-06 3.93097e-06 6.9267e-06 2.50616e-06 1.33765e-06 9.12119e-06 4.56695e-06 6.25075e-06 4.55054e-06 3.74213e-06 5.31724e-06 2.37044e-35 6.42218e-06 1.20153e-06 2.68796e-06 4.81569e-35 2.05709e-06 1.05866e-05 2.69323e-06 5.8196e-06 4.70216e-06 9.64317e-35 1.46146e-06 3.75026e-06 2.05585e-06 2.33313e-06 3.78543e-06 2.06328e-06 6.55302e-06 4.0888e-06 1.25647e-06 3.05757e-06 3.23247e-06 1.5798e-06 8.29035e-06 0 4.70513e-06 4.3027e-06 1.90046e-06 3.68951e-06 0 1.43819e-06 0 0 0 0 0 1.77464e-06 0 0 0.00391362 2.98403e-06 1.59192e-05 0 0 2.2898e-06 3.00683e-06 0 0 2.33377e-06 0 1.75085e-06 0 1.90882e-06 2.60556e-06 3.53935e-06 2.97654e-06 2.94019e-06 0 2.45348e-05 0 1.51497e-06 4.7311e-06 Variance: 7.10628e-07 Variances/cluster: 1.38473e-07 2.09059e-08 4.56835e-08 2.85111e-08 2.56904e-08 4.355e-08 2.58337e-08 1.69302e-08 3.14421e-08 1.69132e-07 4.734e-08 3.03343e-08 4.5071e-08 2.47292e-08 0 5.48857e-08 1.84829e-08 2.44335e-08 2.67973e-31 2.36427e-08 3.94894e-08 2.61456e-08 4.18542e-08 4.12335e-08 6.86694e-32 1.89778e-08 3.86594e-08 2.21033e-08 2.22183e-08 3.78421e-08 2.57879e-08 4.54925e-08 3.55519e-08 1.87515e-08 5.01195e-08 2.34216e-08 1.64548e-08 9.41992e-08 0 3.48499e-08 4.21808e-08 2.87923e-08 4.14516e-08 0 2.71332e-08 0 0 0 0 0 2.72996e-08 0 0 0.00391989 2.95422e-08 7.5794e-07 0 0 1.86141e-08 2.54793e-08 0 0 2.84581e-08 0 1.66733e-08 0 2.09742e-08 2.17111e-08 5.20335e-08 2.73051e-08 2.93993e-08 0 2.72576e-06 0 2.26091e-08 3.84609e-08 -------------------------------------------------------------- Initialization seed trial #678 of 1000; initialization seed = 493576903 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 498791 Distortion: 0.0358323 Distortions/cluster: 5.04206e-06 1.57342e-06 9.85484e-06 2.0476e-06 2.37044e-35 4.24421e-06 5.13434e-06 6.19319e-06 3.22316e-06 5.35181e-06 2.26012e-06 2.58432e-06 1.89517e-06 5.49058e-06 3.07221e-06 2.91735e-06 2.64469e-06 2.6825e-06 4.81569e-35 5.25522e-06 3.84162e-06 3.90411e-06 3.497e-06 1.78062e-06 1.67343e-06 1.46953e-06 2.1848e-06 2.40306e-06 6.26611e-06 2.37376e-06 2.41452e-06 2.34634e-06 3.47374e-06 2.58043e-06 3.13357e-06 0 1.99563e-06 0.0356196 4.20902e-06 1.45131e-06 0 5.23933e-06 1.08283e-34 3.89637e-06 1.27749e-35 2.83903e-06 4.11285e-06 1.58565e-06 3.37934e-06 4.15604e-06 8.13456e-06 4.62441e-06 0 0 0 0 0 3.63748e-06 3.25528e-06 4.31453e-06 0 1.54199e-06 3.93223e-06 2.88752e-06 2.36977e-06 0 3.87465e-06 6.45786e-06 4.1343e-06 2.33581e-06 3.44486e-06 3.35658e-06 3.86742e-06 2.90389e-06 0 0 Variance: 6.13147e-06 Variances/cluster: 7.75624e-08 1.85092e-08 8.95767e-07 3.30149e-08 0 3.14359e-08 3.7465e-08 4.27082e-08 3.70357e-08 3.11049e-08 3.83037e-08 2.46102e-08 1.9141e-08 4.6914e-08 2.02095e-08 4.7811e-08 4.63831e-08 3.57549e-08 2.67973e-31 1.75159e-06 2.74377e-08 7.096e-08 2.19918e-08 2.25375e-08 1.57857e-08 2.12957e-08 1.95054e-08 3.11985e-08 5.54475e-08 1.91415e-08 8.94171e-08 2.63611e-08 3.5085e-08 3.43947e-08 3.77417e-08 0 1.97565e-08 0.035575 3.11752e-08 3.15472e-08 0 2.50664e-08 0 2.44974e-08 0 2.27095e-08 3.23742e-08 2.59912e-08 2.88808e-08 1.18705e-07 5.02095e-08 4.09208e-08 0 0 0 0 0 3.7887e-08 3.53721e-08 1.72567e-07 0 2.14141e-08 2.80848e-08 3.70166e-08 3.70154e-08 0 3.12368e-08 4.0355e-07 2.43173e-08 2.48469e-08 3.10321e-08 4.14256e-08 2.6854e-08 2.36068e-08 0 0 -------------------------------------------------------------- Initialization seed trial #679 of 1000; initialization seed = 493576904 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 62 BIC score: 499217 Distortion: 0.0358352 Distortions/cluster: 2.07386e-06 1.08283e-34 1.27749e-35 3.33894e-06 2.78676e-06 2.54038e-06 2.77338e-06 4.21597e-06 2.65038e-06 3.05629e-06 1.01735e-05 5.5557e-06 2.60532e-06 4.45426e-06 2.79124e-06 2.74511e-06 0 3.14186e-06 3.00879e-06 3.6136e-06 5.03438e-06 2.9108e-06 2.63048e-06 6.7641e-06 2.644e-06 4.39968e-06 2.37074e-06 3.06079e-06 5.35841e-06 2.37044e-35 0 2.62238e-06 4.81569e-35 9.85484e-06 0.0356196 2.5815e-06 2.23298e-06 3.37105e-06 5.97624e-06 3.75407e-06 0 0 2.55232e-06 2.99424e-06 3.81761e-06 0 0 0 3.27319e-06 4.42969e-06 6.70016e-06 3.48678e-06 1.80304e-06 0 5.62359e-06 1.82846e-06 0 0 4.13218e-06 2.36924e-06 2.27627e-06 2.98238e-06 0 0 4.96387e-06 5.91221e-06 2.04708e-06 6.45786e-06 5.02125e-06 0 3.69003e-06 4.1552e-06 2.765e-06 0 0 5.25522e-06 Variance: 6.13196e-06 Variances/cluster: 2.69308e-08 0 0 2.2407e-08 3.57248e-08 1.98444e-08 2.06951e-08 2.21874e-08 2.34519e-08 2.93849e-08 4.18525e-08 6.24046e-08 2.554e-08 3.83867e-08 3.87637e-08 2.09527e-08 0 1.98834e-08 3.58158e-08 2.9862e-08 7.51328e-08 3.63818e-08 3.24722e-08 4.39086e-08 5.50787e-08 3.03399e-08 2.11654e-08 1.96187e-08 4.08904e-08 0 0 3.36174e-08 2.67973e-31 8.95767e-07 0.035575 2.26425e-08 1.59484e-07 3.74538e-08 4.56053e-08 1.10403e-07 0 0 2.71492e-08 3.29008e-08 4.89394e-08 0 0 0 2.92224e-08 1.30241e-07 4.99854e-08 2.13894e-08 2.04867e-08 0 3.3866e-08 2.12591e-08 0 0 4.58993e-08 2.75469e-08 2.34646e-08 3.82327e-08 0 0 3.08288e-08 3.17757e-08 2.43679e-08 4.0355e-07 2.98786e-08 0 3.76503e-08 3.99407e-08 2.60818e-08 0 0 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #680 of 1000; initialization seed = 493576905 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 722600 Distortion: 0.000235711 Distortions/cluster: 2.60895e-06 3.18063e-06 1.03178e-06 3.81339e-06 2.45348e-05 1.70185e-06 2.76172e-06 3.21936e-06 2.45505e-06 2.36589e-06 5.1402e-06 5.38732e-06 2.49944e-06 2.42688e-06 2.85179e-06 2.6966e-06 9.64317e-35 1.08283e-34 7.57799e-06 6.16926e-06 1.92421e-06 6.23863e-06 4.81569e-35 2.71262e-06 1.27749e-35 2.37044e-35 2.91222e-06 3.08879e-06 0 0 0 5.75621e-06 5.21676e-06 2.4916e-06 1.07388e-05 2.59453e-06 3.40184e-06 5.87427e-06 2.34126e-06 1.49876e-06 0 5.00666e-06 3.47348e-06 0 0 3.89965e-06 3.16064e-06 5.2195e-06 0 3.45623e-06 6.05565e-06 6.57647e-06 0 0 0 0 3.50582e-06 1.59192e-05 0 1.81547e-06 0 2.3503e-06 2.75265e-06 3.93413e-06 2.72602e-06 1.82549e-06 3.61027e-06 3.92188e-06 3.6531e-06 2.23379e-06 0 0 6.02518e-06 5.37582e-06 0 0 Variance: 4.03338e-08 Variances/cluster: 1.04322e-07 2.6284e-08 1.91052e-08 3.4045e-08 2.72576e-06 2.00198e-08 2.48782e-08 3.4614e-08 3.1881e-08 2.21091e-08 4.11081e-08 4.08008e-08 2.94023e-08 6.06671e-08 2.85151e-08 1.87247e-08 6.86694e-32 0 3.84547e-08 4.4369e-08 1.48005e-07 4.21393e-08 2.67973e-31 3.82027e-08 0 0 1.94131e-08 3.55003e-08 0 0 0 2.89231e-08 4.20569e-08 3.23559e-08 4.14489e-08 2.44738e-08 3.06445e-08 3.01146e-08 2.4386e-08 2.3787e-08 0 7.47192e-08 2.53516e-08 0 0 1.11408e-07 2.56938e-08 4.31222e-08 0 4.73415e-08 3.22081e-08 3.07285e-08 0 0 0 0 4.5526e-08 7.5794e-07 0 2.16102e-08 0 2.35009e-08 1.14655e-07 3.33374e-08 1.94692e-08 1.96267e-08 4.81224e-08 3.96126e-08 2.41903e-08 2.62768e-08 0 0 3.29138e-08 2.7286e-08 0 0 -------------------------------------------------------------- Initialization seed trial #681 of 1000; initialization seed = 493576906 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 498533 Distortion: 0.0358304 Distortions/cluster: 1.98602e-06 1.08283e-34 2.58282e-06 4.66346e-06 3.33945e-06 4.57574e-06 4.67501e-06 3.13045e-06 4.18178e-06 4.88627e-06 1.59557e-06 2.37044e-35 1.83895e-06 7.98557e-07 2.13626e-06 2.45728e-06 3.85272e-06 0 4.00699e-06 3.95676e-06 4.68209e-06 2.85065e-06 2.06886e-06 4.81569e-35 1.31508e-06 2.76998e-06 0 5.88313e-06 2.41626e-06 5.00049e-06 4.68175e-06 2.12934e-06 4.01221e-06 2.33729e-06 4.39486e-06 1.19601e-06 0 9.85484e-06 1.89293e-06 4.06418e-06 2.01371e-06 3.15838e-06 3.12498e-06 4.10586e-06 2.46691e-06 1.15341e-06 1.73147e-06 2.19648e-06 0 5.25522e-06 6.45786e-06 3.33065e-06 0.0356196 8.54309e-06 4.83467e-06 0 2.77757e-06 1.73648e-06 1.38342e-06 4.75237e-06 4.40149e-06 0 2.99685e-06 4.27392e-06 3.23555e-06 0 0 2.10349e-06 2.72525e-06 2.37809e-06 0 4.56695e-06 5.31129e-06 1.36866e-06 1.27749e-35 2.23326e-06 Variance: 6.13114e-06 Variances/cluster: 5.09191e-08 0 2.83802e-08 3.08811e-08 2.15429e-08 3.2673e-08 3.65205e-08 3.59706e-08 3.90692e-08 2.53152e-08 2.61546e-08 0 2.16328e-08 1.81473e-08 2.81063e-08 2.48188e-08 7.70284e-08 0 5.89085e-08 4.12137e-08 4.03508e-08 3.06494e-08 2.72195e-08 2.67973e-31 1.82633e-08 2.71541e-08 0 4.17108e-08 2.32307e-08 3.14393e-08 3.71449e-08 2.50481e-08 1.14597e-07 2.59676e-08 4.106e-08 1.8398e-08 0 8.95767e-07 2.62881e-08 2.65545e-08 2.01353e-08 4.20977e-08 2.76523e-08 4.18929e-08 4.93338e-08 2.56282e-08 1.76665e-08 1.83018e-08 0 1.75159e-06 4.0355e-07 2.84577e-08 0.035575 9.59801e-08 3.47706e-08 0 3.51563e-08 2.04267e-08 1.64678e-08 4.28104e-08 3.07771e-08 0 1.99773e-08 3.88507e-08 2.32753e-08 0 0 3.04826e-08 2.16271e-08 2.45139e-08 0 1.69132e-07 4.31674e-08 2.68335e-08 0 1.89237e-08 -------------------------------------------------------------- Initialization seed trial #682 of 1000; initialization seed = 493576907 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 722941 Distortion: 0.000233521 Distortions/cluster: 2.32662e-06 2.60809e-06 3.07048e-06 3.81073e-06 2.85499e-06 2.92073e-06 5.78717e-06 4.06089e-06 6.44929e-06 5.07233e-06 9.62555e-06 1.08283e-34 4.70259e-06 2.39613e-06 2.37044e-35 3.49544e-06 5.2277e-06 2.77233e-06 9.64317e-35 3.40337e-06 5.17522e-06 3.02655e-06 3.12862e-06 3.49838e-06 0 4.00974e-06 0 3.52082e-06 7.87631e-06 1.27749e-35 6.54735e-06 5.31254e-06 2.55616e-06 1.64885e-06 0 1.25246e-06 2.67535e-06 0 5.24859e-06 0 4.61324e-06 2.80494e-06 4.81569e-35 3.91682e-06 3.03263e-06 2.26463e-06 2.63722e-06 3.25401e-06 4.60871e-06 5.33691e-06 0 0 3.35462e-06 2.45348e-05 0 4.07317e-06 2.14359e-06 2.52722e-06 0 3.61252e-06 1.77679e-06 0 0 1.42826e-05 2.59175e-06 2.68265e-06 0 3.0768e-06 3.62173e-06 1.77497e-06 0 0 0 3.40269e-06 0 1.53413e-06 Variance: 3.9959e-08 Variances/cluster: 3.23116e-08 2.71653e-08 3.10122e-08 4.42975e-08 1.0977e-07 2.45418e-08 3.01389e-08 3.86625e-08 3.17671e-08 4.12251e-08 3.17647e-08 0 2.83264e-08 2.63289e-08 0 3.01304e-08 4.11497e-08 4.0175e-08 6.86694e-32 4.36183e-08 3.15459e-08 3.05684e-08 3.00803e-08 2.4809e-08 0 4.09022e-08 0 2.83844e-08 9.05237e-08 0 2.33814e-07 3.61281e-08 1.111e-07 4.84912e-08 0 4.31846e-08 2.24799e-08 0 2.86714e-08 0 4.11761e-08 3.22378e-08 2.67973e-31 2.41756e-08 3.36858e-08 3.97269e-08 3.17709e-08 2.73414e-08 3.13416e-08 4.76362e-08 0 0 1.8951e-08 2.72576e-06 0 2.40987e-08 3.76036e-08 2.47745e-08 0 2.22971e-08 3.35222e-08 0 0 7.14025e-07 3.70227e-08 3.52952e-08 0 2.74683e-08 2.13018e-08 3.4131e-08 0 0 0 2.15341e-08 0 2.95e-08 -------------------------------------------------------------- Initialization seed trial #683 of 1000; initialization seed = 493576908 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 594341 Distortion: 0.00412359 Distortions/cluster: 2.16882e-06 0 1.48112e-06 2.11333e-06 1.50062e-06 1.44949e-06 2.55605e-06 3.47257e-06 1.96577e-06 1.6701e-06 9.64317e-35 5.81444e-06 1.46393e-06 2.30887e-06 5.54074e-06 4.86212e-06 1.74454e-06 5.00497e-06 2.38936e-06 2.41861e-06 2.34959e-06 2.6265e-06 1.62445e-06 1.94982e-06 1.49968e-06 8.16378e-06 3.84384e-06 1.82608e-06 0.00391362 4.81569e-35 3.49003e-06 3.20365e-06 5.12481e-06 5.28409e-06 2.79188e-06 2.07792e-06 2.37044e-35 5.62172e-06 1.67814e-06 4.56695e-06 2.0195e-06 3.21032e-06 2.03764e-06 3.82454e-06 3.20854e-06 0 1.85498e-06 6.45786e-06 2.41394e-06 0 1.6492e-06 9.85484e-06 6.08066e-06 6.3841e-06 0 0 2.0906e-06 1.57068e-06 0 3.46258e-06 2.80452e-06 2.19406e-06 6.79205e-06 1.51161e-06 1.49201e-06 4.7488e-06 5.25522e-06 1.11694e-06 1.27129e-06 3.04452e-06 3.55186e-06 1.82942e-06 2.08288e-06 0 1.81774e-06 6.69006e-06 Variance: 7.05611e-07 Variances/cluster: 3.14298e-08 0 4.00266e-08 1.82168e-08 1.70505e-08 2.84189e-08 2.12978e-08 2.82298e-08 2.97818e-08 2.83043e-08 6.86694e-32 4.50584e-08 1.76362e-08 2.24143e-08 1.38473e-07 2.77811e-08 3.17164e-08 4.06775e-08 2.71487e-08 1.81834e-08 2.90047e-08 2.03581e-08 3.38398e-08 2.14242e-08 2.34305e-08 9.38273e-08 3.28426e-08 2.80911e-08 0.00391989 2.67973e-31 2.74715e-08 4.10688e-08 3.01433e-08 2.9024e-08 2.28822e-08 5.06765e-08 0 4.9298e-08 4.66116e-08 1.69132e-07 3.10665e-08 2.43185e-08 3.57448e-08 4.55151e-08 2.76574e-08 0 3.19796e-08 4.0355e-07 2.19429e-08 0 1.98681e-08 8.95767e-07 4.02565e-08 4.90938e-08 0 0 2.86358e-08 2.24363e-08 0 3.03634e-08 2.41748e-08 2.41077e-08 4.81551e-08 2.36164e-08 3.39072e-08 3.3909e-08 1.75159e-06 2.42792e-08 2.19164e-08 3.66778e-08 2.17886e-08 2.12704e-08 3.30595e-08 0 1.9973e-08 4.37117e-08 -------------------------------------------------------------- Initialization seed trial #684 of 1000; initialization seed = 493576909 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 688545 Distortion: 0.000495363 Distortions/cluster: 2.1775e-06 2.02985e-06 3.24094e-06 0 5.12225e-06 2.89139e-06 2.32698e-06 2.16879e-06 2.23149e-06 5.71392e-06 1.3649e-06 6.10211e-06 3.24765e-06 0 4.42149e-06 6.66183e-06 3.04934e-06 3.31789e-06 1.78729e-06 1.08283e-34 4.39248e-06 2.37044e-35 1.27749e-35 2.95324e-06 3.12858e-06 6.54755e-06 4.12555e-06 0 2.26698e-06 2.0455e-06 1.90665e-06 5.03351e-06 2.45054e-06 2.36416e-06 2.50694e-06 3.44459e-06 2.98614e-06 1.67312e-06 3.03635e-06 2.8152e-06 2.31505e-06 0 1.59192e-05 2.29702e-06 0 0 6.62117e-06 4.84115e-06 2.6723e-06 4.47443e-06 1.61183e-06 2.00767e-06 0 2.27258e-06 0 2.05633e-06 2.38519e-06 1.44414e-06 2.72821e-06 2.54297e-06 5.71353e-06 2.4401e-06 2.06667e-06 0 4.95254e-06 3.82544e-06 9.64317e-35 0 1.78621e-06 2.83921e-06 2.45348e-05 3.02229e-06 1.57832e-06 0 2.44779e-06 0.000272435 Variance: 8.47645e-08 Variances/cluster: 2.09357e-08 2.2552e-08 4.1537e-08 0 3.24087e-08 3.70574e-08 2.259e-08 1.91906e-08 1.95728e-08 1.428e-07 1.86951e-08 4.51863e-08 3.56768e-08 0 3.8113e-08 3.02711e-08 3.35062e-08 3.25254e-08 1.96388e-08 0 3.88588e-08 0 0 2.17131e-08 5.04443e-08 3.35663e-08 4.29707e-08 0 1.92094e-08 2.15296e-08 2.68519e-08 3.75516e-08 2.75317e-08 1.87615e-08 3.68642e-08 3.31183e-08 3.73238e-08 1.50718e-08 2.91932e-08 2.49109e-08 2.72326e-08 0 7.5794e-07 3.76538e-08 0 0 4.2159e-08 1.72882e-07 3.00232e-08 4.14162e-08 1.98971e-08 2.15859e-08 0 2.08475e-08 0 2.23495e-08 2.53714e-08 2.2215e-08 2.75552e-08 2.37637e-08 4.79985e-08 2.32363e-08 3.68937e-08 0 5.50234e-08 5.03302e-08 6.86694e-32 0 2.70612e-08 3.68699e-08 2.72576e-06 3.4736e-08 1.92461e-08 0 2.44757e-08 3.16754e-06 -------------------------------------------------------------- Initialization seed trial #685 of 1000; initialization seed = 493576910 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 498688 Distortion: 0.0358771 Distortions/cluster: 1.08283e-34 2.87047e-06 4.64423e-06 2.86646e-06 0.0356196 1.27749e-35 3.309e-06 2.81867e-06 4.35604e-05 1.73018e-06 2.07663e-06 4.75968e-06 1.75541e-06 3.21541e-06 1.50977e-06 4.73906e-06 3.71812e-06 4.03622e-06 3.0578e-05 2.4678e-06 2.18367e-06 3.17998e-06 5.03379e-06 2.93399e-06 2.37044e-35 5.8248e-06 5.11331e-06 2.74213e-06 4.29064e-06 2.91986e-06 3.22088e-06 3.422e-06 5.24415e-06 3.34516e-06 2.86087e-06 0 4.50119e-06 0 2.84168e-06 3.59079e-06 3.10667e-06 2.85361e-06 2.757e-06 0 3.9771e-06 0 2.86621e-06 3.66417e-06 2.12026e-06 3.84759e-06 2.06348e-06 3.01942e-06 2.91637e-06 2.46168e-06 0 0 2.80948e-06 2.22174e-06 2.58549e-06 2.79164e-06 4.81569e-35 3.00905e-06 3.11635e-06 2.56025e-06 0 0 0 2.67701e-06 0 3.51417e-06 0 0 0 2.91864e-06 3.38209e-06 6.39818e-06 Variance: 6.13913e-06 Variances/cluster: 0 2.75975e-08 3.09513e-08 2.6539e-08 0.035575 0 2.62596e-08 3.4371e-08 2.7222e-06 2.66155e-08 2.806e-08 3.93235e-08 2.37196e-08 2.38158e-08 2.74483e-08 4.1557e-08 2.06544e-08 2.90281e-08 3.08836e-07 2.46759e-08 2.09948e-08 4.74581e-08 1.36003e-07 2.42454e-08 0 4.81244e-08 1.7043e-07 3.91603e-08 3.93508e-08 2.75434e-08 4.80583e-08 4.07346e-08 2.74473e-08 2.42374e-08 3.53163e-08 0 4.63886e-08 0 3.42341e-08 8.97613e-08 2.65504e-08 2.2119e-08 3.72539e-08 0 3.03497e-08 0 2.20459e-08 3.73777e-08 3.53348e-08 5.41867e-08 3.82091e-08 2.6956e-08 2.24317e-08 1.96917e-08 0 0 1.93734e-08 2.81208e-08 1.91501e-08 3.62522e-08 2.67973e-31 4.23673e-08 3.54015e-08 2.56001e-08 0 0 0 2.07496e-08 0 3.99312e-08 0 0 0 2.13021e-08 2.26966e-08 4.60153e-08 -------------------------------------------------------------- Initialization seed trial #686 of 1000; initialization seed = 493576911 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 56 BIC score: 499221 Distortion: 0.0358333 Distortions/cluster: 2.2384e-06 4.42163e-06 5.2913e-06 8.29035e-06 3.07714e-06 5.14519e-06 1.39559e-06 2.08436e-06 6.46125e-06 3.13153e-06 8.45352e-06 4.56695e-06 3.94375e-06 2.65344e-06 3.47119e-06 4.84194e-06 9.85484e-06 2.13082e-06 4.26782e-06 2.81424e-06 5.25522e-06 2.37044e-35 0 2.85047e-06 2.54585e-06 1.08283e-34 1.54066e-06 2.03807e-06 0 2.03138e-06 2.63056e-06 3.2022e-06 2.15908e-06 0 6.19668e-06 3.30949e-06 0 1.27749e-35 2.07169e-06 3.26451e-06 2.45018e-06 3.86004e-06 2.22451e-06 3.59993e-06 2.11318e-06 0 1.95333e-06 3.26226e-06 0 3.12564e-06 0 2.65554e-06 2.09443e-06 8.65042e-06 3.55239e-06 0 0 6.14494e-06 0 2.31706e-06 3.10003e-06 0.0356196 2.56127e-06 3.4778e-06 4.92251e-06 3.79332e-06 0 6.94004e-06 0 4.81569e-35 1.83909e-06 3.34481e-06 2.20785e-06 5.9104e-06 0 0 Variance: 6.13164e-06 Variances/cluster: 2.60258e-08 2.74612e-08 1.35629e-07 9.41992e-08 2.42271e-08 4.08215e-08 2.58419e-08 1.70835e-08 4.48554e-08 2.08744e-08 4.61788e-08 1.69132e-07 2.27943e-08 3.4911e-08 3.57738e-08 4.17272e-08 8.95767e-07 2.59833e-08 3.2576e-08 2.5581e-08 1.75159e-06 0 0 2.08046e-08 3.5356e-08 0 3.14392e-08 2.68144e-08 0 1.70689e-08 4.04666e-08 2.10646e-08 3.53924e-08 0 4.87781e-08 2.14883e-08 0 0 2.13556e-08 3.33084e-08 2.31129e-08 4.53973e-08 2.29311e-08 2.26391e-08 3.46396e-08 0 1.30208e-07 2.34667e-08 0 3.76551e-08 0 4.14903e-08 3.27227e-08 3.37797e-08 2.73237e-08 0 0 2.9252e-08 0 2.05032e-08 3.09974e-08 0.035575 2.56097e-08 4.82882e-08 4.13524e-08 2.40063e-08 0 4.03361e-08 0 2.67973e-31 5.10813e-08 2.90825e-08 2.94352e-08 3.93959e-07 0 0 -------------------------------------------------------------- Initialization seed trial #687 of 1000; initialization seed = 493576912 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 594371 Distortion: 0.00414456 Distortions/cluster: 2.02046e-06 2.02589e-06 2.37044e-35 1.13913e-06 2.39331e-06 9.64317e-35 1.88587e-06 4.33247e-06 1.20943e-06 2.05048e-06 6.08346e-06 3.39008e-06 1.8683e-06 3.07658e-06 2.90257e-06 3.53695e-06 7.46021e-06 1.58835e-06 3.28876e-06 1.50943e-06 5.83568e-06 9.75803e-06 4.56695e-06 2.12199e-06 2.20992e-06 1.69331e-06 2.299e-06 4.81569e-35 0 4.17199e-06 0 0 1.88571e-06 2.4093e-06 4.64413e-06 1.82613e-06 5.36753e-06 4.66485e-06 2.26602e-06 1.84296e-06 1.30259e-06 2.46842e-06 1.02861e-06 2.95034e-06 2.24398e-06 0 1.42826e-05 3.872e-06 2.26309e-06 2.6072e-06 7.8198e-06 6.1386e-06 3.10902e-06 1.93294e-06 0 2.43336e-06 3.21528e-06 2.14978e-06 8.29035e-06 1.39687e-06 6.50516e-06 1.14325e-06 0 0 1.45202e-06 1.14099e-06 0 1.19442e-06 1.38536e-06 2.11956e-06 2.97188e-06 0 2.45348e-05 0.00391362 4.3083e-06 5.34964e-06 Variance: 7.09199e-07 Variances/cluster: 2.4051e-08 2.97896e-08 0 1.65072e-08 2.11779e-08 6.86694e-32 2.14284e-08 3.93732e-08 1.72756e-08 1.7675e-08 4.86531e-08 4.28982e-08 2.91896e-08 4.80571e-08 2.90233e-08 3.68313e-08 4.28611e-08 5.12329e-08 4.90816e-08 3.43027e-08 1.42286e-07 3.36374e-08 1.69132e-07 2.98845e-08 2.63064e-08 3.38639e-08 3.64889e-08 2.67973e-31 0 2.64027e-08 0 0 2.81425e-08 3.21212e-08 4.18252e-08 1.80789e-08 3.39687e-08 2.6654e-08 3.14697e-08 2.24724e-08 1.71373e-08 2.54447e-08 3.54663e-08 3.51202e-08 2.36186e-08 0 7.14025e-07 6.91364e-08 2.19698e-08 2.6876e-08 3.68737e-08 3.65272e-08 2.46726e-08 3.45136e-08 0 3.2015e-08 2.39923e-08 1.95417e-08 9.41992e-08 1.7907e-08 4.27833e-08 2.43218e-08 0 0 1.86135e-08 2.2817e-08 0 1.92626e-08 1.89754e-08 3.59226e-08 2.09269e-08 0 2.72576e-06 0.00391989 2.6429e-08 4.31285e-08 -------------------------------------------------------------- Initialization seed trial #688 of 1000; initialization seed = 493576913 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 727038 Distortion: 0.000208632 Distortions/cluster: 3.21216e-06 2.17589e-06 3.92274e-06 7.89415e-06 2.75265e-06 2.47229e-06 2.431e-06 3.95048e-06 2.85499e-06 3.59545e-06 9.85484e-06 4.00299e-06 3.21603e-06 3.15411e-06 6.13255e-06 2.74417e-06 5.25522e-06 1.23472e-06 2.11386e-06 2.67855e-06 3.70702e-06 2.82172e-06 3.20372e-06 4.09537e-06 2.49236e-06 2.07073e-06 3.44541e-06 3.92858e-06 2.89281e-06 2.61495e-06 1.45039e-06 9.64317e-35 3.11167e-06 2.16206e-06 1.34776e-06 2.37044e-35 3.73338e-06 4.45786e-06 2.10155e-06 2.87672e-06 3.46186e-06 0 3.22533e-06 4.81569e-35 3.2979e-06 3.49799e-06 0 2.55781e-06 3.56193e-06 0 4.27194e-06 3.14535e-06 5.6902e-06 3.09462e-06 0 0 4.27414e-06 2.23351e-06 2.75453e-06 1.08283e-34 1.90487e-06 2.14063e-06 2.6475e-06 2.94684e-06 1.50166e-06 2.48567e-06 5.86698e-06 0 3.34805e-06 0 1.9149e-06 0 4.18674e-06 6.45786e-06 1.27749e-35 0 Variance: 3.57002e-08 Variances/cluster: 4.79282e-08 2.71962e-08 2.32094e-08 9.07286e-08 1.14655e-07 2.71657e-08 3.00097e-08 2.09002e-08 1.0977e-07 4.08542e-08 8.95767e-07 4.12548e-08 2.89707e-08 2.37074e-08 4.44245e-08 2.85826e-08 1.75159e-06 2.62683e-08 2.20174e-08 5.82241e-08 3.9857e-08 2.63681e-08 2.14989e-08 3.24923e-08 3.61183e-08 2.04999e-08 2.80022e-08 4.13398e-08 2.19133e-08 2.10865e-08 2.266e-08 6.86694e-32 2.20666e-08 3.43158e-08 2.20924e-08 0 3.92858e-08 3.809e-08 2.87858e-08 2.6634e-08 5.32547e-08 0 2.71013e-08 2.67973e-31 3.26418e-08 2.66993e-08 0 2.04607e-08 2.32784e-08 0 3.81389e-08 3.78833e-08 3.92303e-08 3.72813e-08 0 0 1.64378e-07 2.32637e-08 3.62411e-08 0 2.02622e-08 3.5089e-08 1.94652e-08 2.33848e-08 2.7806e-08 3.70973e-08 3.22255e-08 0 3.93758e-08 0 2.17582e-08 0 3.91156e-08 4.0355e-07 0 0 -------------------------------------------------------------- Initialization seed trial #689 of 1000; initialization seed = 493576914 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 726664 Distortion: 0.00021361 Distortions/cluster: 3.17559e-06 2.41388e-06 2.62418e-06 4.27414e-06 9.85484e-06 1.08283e-34 3.81457e-06 3.03509e-06 1.05471e-05 1.7761e-06 3.07008e-06 2.53133e-06 3.89155e-06 2.8819e-06 3.09547e-06 9.64317e-35 2.62838e-06 2.69722e-06 5.24742e-06 2.35149e-06 1.72261e-06 2.3587e-06 5.66925e-06 2.73452e-06 4.41034e-06 1.95388e-06 3.65539e-06 3.41073e-06 5.44399e-06 2.37044e-35 2.55616e-06 2.62996e-06 5.11816e-06 0 3.67049e-06 2.83854e-06 0 3.43034e-06 5.25522e-06 0 0 6.45786e-06 6.06181e-06 2.85499e-06 4.81569e-35 6.97034e-06 3.0561e-06 2.68857e-06 3.31898e-06 1.83994e-06 2.10043e-06 3.20892e-06 2.25835e-06 1.27749e-35 7.89415e-06 0 1.98878e-06 0 3.5584e-06 2.74947e-06 0 0 0 5.96329e-06 0 3.13581e-06 0 2.52843e-06 2.65132e-06 2.9012e-06 0 2.29305e-06 5.63265e-06 0 4.7281e-06 0 Variance: 3.65519e-08 Variances/cluster: 3.08284e-08 2.34337e-08 2.30171e-08 1.64378e-07 8.95767e-07 0 3.26003e-08 2.44743e-08 4.16743e-08 4.93317e-08 2.08825e-08 3.28716e-08 2.44728e-08 2.66811e-08 3.40131e-08 6.86694e-32 2.45619e-08 3.50261e-08 3.16007e-08 4.05395e-08 1.79423e-08 2.64999e-08 2.95177e-08 3.85016e-08 3.47162e-08 4.34164e-08 3.88745e-08 2.38484e-08 3.05815e-08 0 1.111e-07 3.05784e-08 4.4108e-08 0 2.27961e-08 1.74128e-08 0 4.08337e-08 1.75159e-06 0 0 4.0355e-07 4.39131e-08 1.0977e-07 2.67973e-31 4.67657e-08 3.68084e-08 3.68269e-08 2.57257e-08 2.11468e-08 3.44303e-08 3.34154e-08 4.10572e-08 0 9.07286e-08 0 2.5495e-08 0 2.15635e-08 3.6175e-08 0 0 0 2.82595e-08 0 3.48309e-08 0 2.90598e-08 2.26589e-08 2.47944e-08 0 3.18451e-08 4.61544e-08 0 2.71706e-08 0 -------------------------------------------------------------- Initialization seed trial #690 of 1000; initialization seed = 493576915 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498953 Distortion: 0.0358486 Distortions/cluster: 3.14949e-06 3.48018e-06 4.46716e-06 3.34706e-06 3.18666e-06 3.66603e-06 4.81569e-35 4.54838e-06 2.37044e-35 2.45348e-05 0 4.56695e-06 2.23787e-06 3.69859e-06 4.22985e-06 3.37859e-06 2.17719e-06 2.35139e-06 5.59606e-06 2.27709e-06 3.82547e-06 8.00262e-06 3.45765e-06 3.77722e-06 4.9994e-06 2.20562e-06 2.18865e-06 3.5973e-06 2.61236e-06 0 1.27749e-35 3.96632e-06 1.35658e-06 4.33155e-06 4.4237e-06 0 1.53004e-06 0 2.69966e-06 1.62969e-06 1.08283e-34 2.69523e-06 4.44364e-06 1.90296e-06 3.71346e-06 0 1.95524e-06 4.06215e-06 2.44384e-06 3.175e-06 2.7607e-06 2.45383e-06 5.46862e-06 2.97039e-06 0 0 0 3.45501e-06 4.1411e-06 1.59192e-05 2.752e-06 1.08884e-06 0 0 2.16805e-06 2.63863e-06 3.38356e-06 3.28787e-06 0 4.66181e-06 4.43485e-06 2.81094e-06 0.0356196 3.73742e-06 9.84919e-07 0 Variance: 6.13425e-06 Variances/cluster: 2.86292e-08 3.90903e-08 2.93795e-08 2.27671e-08 2.3089e-08 3.77818e-08 2.67973e-31 2.27399e-08 0 2.72576e-06 0 1.69132e-07 3.66743e-08 2.88927e-08 4.59725e-08 3.48204e-08 3.6899e-08 3.1349e-08 4.37154e-08 3.99454e-08 2.98837e-08 9.09302e-08 2.65951e-08 3.4642e-08 2.63103e-08 2.6255e-08 3.77331e-08 3.49224e-08 3.34888e-08 0 0 3.19761e-08 1.13007e-07 4.70676e-08 2.76457e-08 0 4.78096e-08 0 3.64699e-08 2.96281e-08 0 2.74999e-08 4.00199e-08 3.5237e-08 3.86691e-08 0 2.01547e-08 2.62051e-08 3.54153e-08 2.80941e-08 3.17222e-08 9.43467e-08 4.33873e-08 2.00685e-08 0 0 0 2.67807e-08 2.74155e-08 7.5794e-07 2.57166e-08 9.07046e-08 0 0 3.55386e-08 2.29424e-08 4.33659e-08 2.13473e-08 0 3.14884e-08 2.56327e-08 2.16203e-08 0.035575 2.05335e-08 3.17692e-08 0 -------------------------------------------------------------- Initialization seed trial #691 of 1000; initialization seed = 493576916 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 63 BIC score: 494095 Distortion: 0.0397413 Distortions/cluster: 2.33151e-06 2.47897e-06 2.3959e-06 3.17196e-06 4.28155e-06 3.55576e-06 3.38041e-06 2.87972e-06 0.00391362 1.76019e-06 3.73368e-06 3.32617e-06 2.01843e-06 3.55218e-06 5.69707e-06 1.91312e-06 4.56695e-06 2.68831e-06 2.97296e-06 2.55642e-06 5.20475e-06 2.22308e-06 1.77261e-06 2.08603e-06 2.06833e-06 2.17293e-06 2.69381e-06 2.43555e-06 5.03065e-06 5.9104e-06 2.37044e-35 3.76171e-06 4.07257e-06 3.54612e-06 3.44006e-06 0.0356196 2.36747e-06 2.95745e-06 3.32471e-06 3.68106e-06 0 9.85484e-06 0 2.32186e-06 1.95571e-06 5.04221e-06 4.68651e-06 4.10478e-06 8.29035e-06 5.25522e-06 0 3.37008e-06 0 3.33542e-06 3.33426e-06 2.90405e-06 1.37562e-06 2.60325e-06 5.15371e-06 2.66858e-06 0 4.11642e-06 0 3.79708e-06 0 1.63593e-06 2.28812e-06 2.17708e-06 5.18454e-06 3.18032e-06 0 0 1.48286e-06 0 0 4.81569e-35 Variance: 6.80036e-06 Variances/cluster: 2.37888e-08 2.55539e-08 3.92735e-08 2.75793e-08 2.36529e-08 2.7555e-08 2.88899e-08 2.71648e-08 0.00391989 2.62691e-08 2.10924e-08 3.73703e-08 3.4789e-08 2.48382e-08 4.78602e-08 2.3912e-08 1.69132e-07 2.1166e-08 3.66911e-08 2.48175e-08 2.78237e-08 1.30756e-07 2.56877e-08 2.9798e-08 5.44255e-08 1.82583e-08 3.09605e-08 2.48498e-08 4.49022e-08 3.93959e-07 0 2.18678e-08 2.4096e-08 2.3327e-08 3.07048e-08 0.035575 3.24282e-08 2.64027e-08 3.86467e-08 2.21726e-08 0 8.95767e-07 0 3.6267e-08 1.79407e-08 4.4216e-08 3.16553e-08 3.76463e-08 9.41992e-08 1.75159e-06 0 4.21224e-08 0 4.83352e-08 4.76179e-08 2.3046e-08 2.99022e-08 3.82801e-08 4.15487e-08 3.37766e-08 0 3.4882e-08 0 3.08603e-08 0 1.65231e-08 2.17898e-08 2.44594e-08 1.3639e-07 4.67538e-08 0 0 1.95096e-08 0 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #692 of 1000; initialization seed = 493576917 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 723760 Distortion: 0.000225615 Distortions/cluster: 2.46026e-06 2.62775e-06 3.10039e-06 3.40709e-06 2.75265e-06 9.64317e-35 3.62023e-06 2.46065e-06 4.15792e-06 4.34098e-06 3.05435e-06 3.24933e-06 3.99041e-06 2.902e-06 2.07807e-06 1.27085e-06 2.37044e-35 2.64776e-06 2.93515e-06 5.69394e-06 4.89893e-06 3.05233e-06 4.81569e-35 2.56704e-06 0 3.53562e-06 4.758e-06 3.517e-06 2.73458e-06 2.77051e-06 2.45348e-05 1.89869e-06 3.74741e-06 2.62368e-06 2.87635e-06 3.87195e-06 3.29902e-06 0 2.86781e-06 3.90063e-06 1.08283e-34 4.27414e-06 2.68893e-06 3.47029e-06 3.22026e-06 3.61641e-06 3.03929e-06 0 2.44843e-06 3.03071e-06 7.76697e-06 1.27749e-35 2.24721e-06 2.80196e-06 2.15832e-06 0 3.73593e-06 4.6031e-06 0 1.81231e-06 3.03455e-06 0 0 2.32858e-06 1.42826e-05 0 3.73078e-06 0 4.34325e-06 1.15594e-06 2.19513e-06 2.85499e-06 2.36492e-06 0 4.20545e-06 0 Variance: 3.86062e-08 Variances/cluster: 3.904e-08 3.36862e-08 2.8973e-08 2.22666e-08 1.14655e-07 6.86694e-32 2.36596e-08 1.68523e-08 3.99668e-08 2.95208e-08 2.483e-08 3.91357e-08 2.86985e-08 4.75696e-08 2.63023e-08 2.76248e-08 0 2.62129e-08 3.66773e-08 2.90412e-08 3.04255e-08 3.6334e-08 2.67973e-31 3.94807e-08 0 4.25836e-08 3.80517e-08 4.08918e-08 2.41973e-08 2.23403e-08 2.72576e-06 3.33074e-08 5.35297e-08 3.59289e-08 3.64066e-08 3.12221e-08 2.21385e-08 0 3.77315e-08 2.67144e-08 0 1.64378e-07 3.12573e-08 2.79829e-08 2.06403e-08 3.11658e-08 2.26794e-08 0 3.4967e-08 3.48244e-08 9.03049e-08 0 2.95587e-08 3.22035e-08 2.03597e-08 0 4.06054e-08 2.95045e-08 0 2.08294e-08 3.22722e-08 0 0 1.81905e-08 7.14025e-07 0 3.13484e-08 0 3.55975e-08 2.31098e-07 2.92658e-08 1.0977e-07 2.27374e-08 0 2.54853e-08 0 -------------------------------------------------------------- Initialization seed trial #693 of 1000; initialization seed = 493576918 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 493684 Distortion: 0.0397421 Distortions/cluster: 1.80489e-06 2.40841e-06 2.8339e-06 1.5965e-06 1.84817e-06 2.69787e-06 3.04437e-06 2.37044e-35 3.06509e-06 6.49493e-06 2.97445e-06 4.83398e-06 0.00391362 2.33789e-06 8.55988e-06 2.98073e-06 1.84577e-06 2.99744e-06 3.54274e-06 3.25106e-06 1.48785e-06 4.06847e-06 0 2.85374e-06 1.53574e-06 1.40633e-06 2.41158e-06 1.53057e-06 4.44423e-06 1.31723e-06 3.68183e-06 6.45786e-06 5.25522e-06 0 6.3845e-06 4.13667e-06 3.69089e-06 4.87236e-06 3.59142e-06 1.89451e-06 2.07962e-06 2.48904e-06 5.39544e-06 2.19051e-06 2.99141e-06 0 2.89642e-06 4.05189e-06 1.5812e-06 3.05979e-06 1.20006e-06 5.93084e-06 0 0.0356196 1.36459e-06 1.74122e-06 8.49215e-07 1.55327e-06 2.16548e-06 0 2.10153e-06 4.63505e-06 9.85484e-06 4.56695e-06 1.92239e-06 1.57959e-06 2.08759e-06 5.5155e-06 3.36643e-06 0 1.32596e-06 4.81569e-35 1.96865e-06 0 5.707e-06 2.64494e-06 Variance: 6.8005e-06 Variances/cluster: 2.3438e-08 3.70495e-08 2.59968e-08 1.59636e-08 3.2421e-08 3.33041e-08 3.53883e-08 0 3.03448e-08 2.93791e-08 2.37935e-08 3.33269e-08 0.00391989 2.03271e-08 9.61687e-08 2.04142e-08 5.12669e-08 2.3234e-08 2.14693e-08 3.57143e-08 2.43888e-08 3.01341e-08 0 3.70587e-08 1.94374e-08 1.65431e-08 3.25863e-08 2.83414e-08 3.06472e-08 1.80425e-08 5.33552e-08 4.0355e-07 1.75159e-06 0 3.11338e-08 3.86478e-08 4.05567e-08 4.0932e-08 4.12772e-08 2.55992e-08 2.7361e-08 2.59246e-08 4.90332e-08 2.54689e-08 3.64686e-08 0 3.57552e-08 5.87053e-08 2.50962e-08 4.24829e-08 2.30754e-08 4.42458e-08 0 0.035575 2.35248e-08 1.8522e-08 1.84594e-08 1.63488e-08 2.48876e-08 0 2.25947e-08 4.13707e-08 8.95767e-07 1.69132e-07 1.90313e-08 3.67312e-08 2.19727e-08 1.37842e-07 3.11681e-08 0 2.00885e-08 2.67973e-31 2.43019e-08 0 3.80346e-08 2.05016e-08 -------------------------------------------------------------- Initialization seed trial #694 of 1000; initialization seed = 493576919 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 727535 Distortion: 0.000207184 Distortions/cluster: 2.77619e-06 6.75854e-06 2.11998e-06 3.011e-06 4.1275e-06 3.30524e-06 1.08283e-34 2.53008e-06 2.6341e-06 2.29949e-06 3.13855e-06 2.85499e-06 5.9104e-06 3.53675e-06 2.88969e-06 3.10749e-06 9.85484e-06 4.50525e-06 9.81618e-07 3.1201e-06 2.44433e-06 3.07942e-06 3.12525e-06 2.97693e-06 9.64317e-35 4.01735e-06 4.29966e-06 2.66637e-06 2.69105e-06 2.64739e-06 4.34451e-06 2.48099e-06 4.60853e-06 5.25522e-06 2.37044e-35 5.16884e-06 0 8.00262e-06 2.36698e-06 0 2.2872e-06 2.35052e-06 2.54875e-06 5.55834e-06 0 4.81569e-35 2.75265e-06 2.47266e-06 2.33409e-06 2.82624e-06 0 1.47133e-06 5.6254e-06 0 0 1.27749e-35 5.54949e-06 1.65436e-06 2.15983e-06 3.7082e-06 3.20653e-06 5.34436e-06 2.95033e-06 1.72235e-06 0 0 2.67573e-06 0 1.7147e-06 4.27414e-06 2.88448e-06 2.91918e-06 0 2.22308e-06 1.33304e-06 2.99978e-06 Variance: 3.54524e-08 Variances/cluster: 1.95489e-08 3.86078e-08 1.99977e-08 2.59546e-08 2.2189e-08 4.03044e-08 0 2.2998e-08 2.53249e-08 2.91046e-08 4.82708e-08 1.0977e-07 3.93959e-07 3.8017e-08 3.61189e-08 3.53009e-08 8.95767e-07 4.05745e-08 2.88679e-08 2.19706e-08 4.70029e-08 3.58041e-08 2.33206e-08 2.3075e-08 6.86694e-32 3.8248e-08 2.29908e-08 2.22177e-08 1.88163e-08 3.62627e-08 3.74415e-08 3.18048e-08 5.42132e-08 1.75159e-06 0 4.13374e-08 0 9.09302e-08 2.07612e-08 0 2.75539e-08 2.8317e-08 2.14162e-08 4.34101e-08 0 2.67973e-31 1.14655e-07 3.34117e-08 2.31078e-08 3.13999e-08 0 1.88616e-08 3.17716e-08 0 0 0 2.99873e-08 1.56058e-08 2.0183e-08 3.25254e-08 2.86273e-08 3.00147e-08 3.78123e-08 2.23656e-08 0 0 2.50046e-08 0 2.7654e-08 1.64378e-07 4.06139e-08 3.2076e-08 0 1.30756e-07 2.61349e-08 2.70227e-08 -------------------------------------------------------------- Initialization seed trial #695 of 1000; initialization seed = 493576920 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498381 Distortion: 0.0358243 Distortions/cluster: 2.33236e-06 2.9585e-06 4.81569e-35 1.73406e-06 3.24266e-06 1.93538e-06 3.45191e-06 0 3.54479e-06 4.28655e-06 3.24519e-06 2.41611e-06 2.691e-06 1.98645e-06 4.32352e-06 1.34642e-06 2.73861e-06 3.24261e-06 2.24037e-06 2.15015e-06 2.2917e-06 5.31343e-06 9.85484e-06 0.0356196 1.64811e-06 1.27749e-35 1.90027e-06 3.70607e-06 4.27414e-06 3.82049e-06 1.88267e-06 3.50692e-06 5.25522e-06 2.42858e-06 2.08536e-06 3.80664e-06 1.08283e-34 1.54809e-06 6.45786e-06 3.73459e-06 8.00262e-06 3.02966e-06 2.29715e-06 2.56864e-06 3.1387e-06 1.76389e-06 1.76688e-06 5.20617e-06 2.49836e-06 1.78937e-06 2.37044e-35 0 1.8014e-06 4.015e-06 3.4944e-06 0 2.80488e-06 3.22226e-06 2.63299e-06 2.55154e-06 2.11454e-06 0 3.21542e-06 4.99721e-06 3.52792e-06 2.95278e-06 3.11039e-06 2.75265e-06 2.39901e-06 0 0 2.85499e-06 2.03762e-06 1.85696e-06 4.04976e-06 2.88513e-06 Variance: 6.13009e-06 Variances/cluster: 2.42925e-08 3.7917e-08 2.67973e-31 2.88985e-08 2.55244e-08 2.22437e-08 3.75088e-08 0 2.68516e-08 3.89559e-08 2.04082e-08 2.80917e-08 2.15262e-08 2.06898e-08 3.96523e-08 1.95111e-08 2.60789e-08 2.38349e-08 3.15518e-08 3.07139e-08 3.6364e-08 3.03598e-08 8.95767e-07 0.035575 2.74661e-08 0 3.51882e-08 3.06186e-08 1.64378e-07 2.4332e-08 4.00537e-08 3.72965e-08 1.75159e-06 2.61113e-08 3.9343e-08 2.20018e-08 0 1.7999e-08 4.0355e-07 3.39401e-08 9.09302e-08 3.1231e-08 2.44357e-08 3.42458e-08 3.37464e-08 3.26624e-08 2.38746e-08 2.62915e-08 1.89247e-08 2.15568e-08 0 0 5.00346e-08 3.2907e-08 2.28372e-08 0 3.89532e-08 4.18349e-08 3.87076e-08 2.7427e-08 2.51709e-08 0 1.90245e-08 2.68644e-08 3.49184e-08 2.98161e-08 4.57273e-08 1.14655e-07 3.19839e-08 0 0 1.0977e-07 4.73706e-08 3.09467e-08 3.93052e-08 5.54782e-08 -------------------------------------------------------------- Initialization seed trial #696 of 1000; initialization seed = 493576921 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 726569 Distortion: 0.000211048 Distortions/cluster: 2.12944e-06 4.17462e-06 2.24316e-06 2.4136e-06 1.24614e-06 2.10906e-06 2.47646e-06 2.8207e-06 2.66148e-06 1.85475e-06 4.13326e-06 2.04077e-06 5.20942e-06 1.59199e-06 4.81569e-35 5.89558e-06 0 6.62761e-06 3.35088e-06 3.41572e-06 2.37571e-06 1.27749e-35 2.80366e-06 5.09389e-06 1.71206e-06 6.57925e-06 2.09372e-06 2.63424e-06 1.97981e-06 9.64317e-35 2.13067e-06 5.24573e-06 2.37044e-35 0 2.44956e-06 4.39893e-06 0 3.67299e-06 1.85426e-06 1.95332e-06 6.50028e-06 5.01288e-06 5.55948e-06 0 3.06018e-06 2.08873e-06 2.06317e-06 2.60524e-06 1.92784e-06 5.25522e-06 4.05899e-06 2.49874e-06 2.23953e-06 0 2.42746e-06 6.45786e-06 3.56206e-06 5.5155e-06 1.46382e-06 2.31992e-06 9.85484e-06 0 0 2.05214e-06 3.1234e-06 1.81361e-06 1.08283e-34 0 1.63466e-06 8.0153e-06 1.91114e-06 4.7718e-06 0 3.95085e-06 2.70783e-06 3.22308e-06 Variance: 3.61136e-08 Variances/cluster: 2.06717e-08 2.89808e-08 2.38614e-08 1.7616e-08 2.59589e-08 2.08798e-08 3.2159e-08 3.7607e-08 3.41186e-08 1.83622e-08 4.69532e-08 2.91514e-08 3.82924e-08 2.94787e-08 2.67973e-31 2.93216e-08 0 4.76653e-08 4.03685e-08 2.42229e-08 2.03034e-08 0 2.64473e-08 3.51189e-08 2.51752e-08 4.2433e-08 1.61041e-07 3.99098e-08 4.82843e-08 6.86694e-32 2.19632e-08 7.82868e-08 0 0 3.95055e-08 3.07591e-08 0 2.58638e-08 1.83568e-08 2.32511e-08 4.81358e-08 4.14152e-08 3.17581e-08 0 3.09082e-08 2.48637e-08 2.6448e-08 3.83094e-08 1.83588e-08 1.75159e-06 3.00639e-08 2.74564e-08 2.26195e-08 0 2.58217e-08 4.0355e-07 2.3745e-08 1.37842e-07 3.25264e-08 3.13475e-08 8.95767e-07 0 0 2.44279e-08 4.87989e-08 3.2383e-08 0 0 1.79612e-08 5.23711e-08 2.05476e-08 4.22145e-08 0 1.12871e-07 2.60337e-08 2.02692e-08 -------------------------------------------------------------- Initialization seed trial #697 of 1000; initialization seed = 493576922 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 725045 Distortion: 0.000223108 Distortions/cluster: 2.90334e-06 2.88109e-06 1.3698e-06 3.68169e-06 2.08366e-06 2.8942e-06 1.25028e-05 1.8747e-06 9.85484e-06 1.87531e-06 9.64317e-35 1.98814e-06 1.31945e-05 3.08438e-06 2.35021e-06 1.45978e-06 4.81569e-35 3.58478e-06 8.98249e-06 2.37044e-35 2.48403e-06 0 0 1.00403e-05 1.27749e-35 2.20929e-06 2.5371e-06 2.97199e-06 1.30038e-06 0 3.71891e-06 0 6.05399e-06 2.7259e-06 1.5687e-06 0 3.04471e-06 1.08036e-05 2.19746e-06 3.57067e-06 1.68619e-06 2.67415e-06 6.06113e-06 0 0 4.95251e-06 0 2.57867e-06 0 0 2.03848e-06 1.94171e-06 4.21666e-06 2.15683e-06 1.49145e-06 7.01212e-06 4.56695e-06 1.97318e-06 2.29272e-06 8.29035e-06 0 1.68843e-06 0 3.48646e-06 0 2.97343e-06 1.08283e-34 8.32849e-06 5.9104e-06 1.78359e-06 3.41777e-06 0 2.50859e-06 5.25522e-06 2.02988e-06 0 Variance: 3.81773e-08 Variances/cluster: 3.05588e-08 3.79058e-08 1.80215e-08 2.42195e-08 3.0195e-08 2.11237e-08 4.3855e-08 2.60344e-08 8.95767e-07 5.51519e-08 6.86694e-32 1.71376e-08 4.39676e-08 2.23487e-08 2.28155e-08 2.02726e-08 2.67973e-31 2.59744e-08 5.1607e-08 0 3.3565e-08 0 0 3.3235e-08 0 3.34719e-08 3.5731e-08 5.21356e-08 1.64586e-08 0 2.52965e-08 0 6.17567e-08 2.30988e-08 2.30664e-08 0 4.83245e-08 5.00012e-08 2.38826e-08 3.13189e-08 3.58737e-08 3.03856e-08 1.44265e-07 0 0 2.91298e-08 0 1.88202e-08 0 0 2.83096e-08 2.85521e-08 2.75575e-08 2.76492e-08 1.91195e-08 4.58158e-08 1.69132e-07 2.49746e-08 2.20435e-08 9.41992e-08 0 3.31043e-08 0 2.49009e-08 0 3.3786e-08 0 4.62544e-08 3.93959e-07 2.78662e-08 3.02429e-08 0 2.53364e-08 1.75159e-06 1.87935e-08 0 -------------------------------------------------------------- Initialization seed trial #698 of 1000; initialization seed = 493576923 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 498269 Distortion: 0.0358438 Distortions/cluster: 1.60193e-06 1.86163e-06 2.02626e-06 0 1.40325e-06 1.98154e-06 4.24901e-06 2.87235e-06 2.96276e-06 2.59707e-06 2.45348e-05 2.85902e-06 3.49894e-06 2.37044e-35 0.0356196 4.81569e-35 4.36597e-06 2.49278e-06 3.4049e-06 2.88134e-06 2.98297e-06 3.53315e-06 1.08283e-34 1.39348e-06 3.10793e-06 3.81815e-06 2.15863e-06 2.21769e-06 1.15594e-06 2.75937e-06 3.52217e-06 0 1.42826e-05 3.49782e-06 3.05856e-06 3.67242e-06 2.28129e-06 2.96136e-06 2.23933e-06 1.72819e-06 2.25761e-06 4.45498e-06 1.48552e-06 0 4.34772e-06 4.26911e-06 7.89415e-06 2.57251e-06 3.03801e-06 2.30745e-06 6.26247e-06 2.25549e-06 0 1.71155e-06 3.6241e-06 3.00002e-06 3.32879e-06 2.26727e-06 1.27749e-35 1.35658e-06 1.76153e-06 1.56184e-06 2.28696e-06 0 0 3.20107e-06 3.78251e-06 3.51245e-06 2.52531e-06 3.69219e-06 3.37426e-06 2.56577e-06 4.03924e-06 4.56695e-06 2.32692e-06 2.67828e-06 Variance: 6.13344e-06 Variances/cluster: 2.16457e-08 2.48188e-08 3.7512e-08 0 2.80566e-08 2.06392e-08 3.66263e-08 3.02254e-08 2.35112e-08 2.04476e-08 2.72576e-06 4.02545e-08 1.09306e-07 0 0.035575 2.67973e-31 3.82856e-08 2.26596e-08 2.34798e-08 3.31078e-08 4.80978e-08 4.10797e-08 0 2.90283e-08 3.65518e-08 2.61431e-08 1.67321e-08 3.35903e-08 2.31098e-07 2.78701e-08 2.75145e-08 0 7.14025e-07 2.13256e-08 3.72966e-08 2.53186e-08 2.50669e-08 4.11164e-08 3.731e-08 2.08195e-08 3.36845e-08 2.78412e-08 2.39575e-08 0 2.57239e-08 4.18514e-08 9.07286e-08 2.59819e-08 3.53228e-08 2.62123e-08 5.44515e-08 3.57982e-08 0 3.64044e-08 3.55188e-08 2.25546e-08 2.97187e-08 1.88917e-08 0 1.13007e-07 2.8875e-08 2.16898e-08 4.97122e-08 0 0 2.99139e-08 3.60208e-08 3.08083e-08 2.21499e-08 2.12176e-08 3.03889e-08 4.20491e-08 3.77379e-08 1.69132e-07 3.94358e-08 2.32873e-08 -------------------------------------------------------------- Initialization seed trial #699 of 1000; initialization seed = 493576924 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 498860 Distortion: 0.035828 Distortions/cluster: 1.27749e-35 2.3827e-06 4.10037e-06 2.99731e-06 2.63135e-06 2.27117e-06 2.35878e-06 2.57581e-06 4.23303e-06 1.71901e-06 3.56226e-06 2.37044e-35 1.08283e-34 2.36962e-06 2.85499e-06 4.27414e-06 3.11611e-06 3.19397e-06 2.7618e-06 6.45786e-06 6.07292e-06 3.56394e-06 4.81569e-35 9.85484e-06 0.0356196 4.02848e-06 3.54926e-06 1.98238e-06 2.49113e-06 2.64249e-06 1.92714e-06 3.5244e-06 3.08037e-06 1.8871e-06 2.39582e-06 3.21674e-06 1.70252e-06 5.25522e-06 3.76816e-06 4.20859e-06 3.80725e-06 2.97528e-06 3.28302e-06 3.02633e-06 2.70477e-06 2.5289e-06 0 8.00262e-06 3.23921e-06 0 4.77174e-06 3.39787e-06 3.00408e-06 0 4.13521e-06 0 2.85631e-06 0 2.55616e-06 0 0 3.37562e-06 0 3.96671e-06 1.90434e-06 4.07914e-06 3.03979e-06 0 3.95984e-06 0 3.5871e-06 5.21382e-06 4.56371e-06 0 3.04731e-06 2.42464e-06 Variance: 6.13073e-06 Variances/cluster: 0 4.6716e-08 2.31639e-08 3.02659e-08 3.92616e-08 3.60384e-08 2.03325e-08 3.30204e-08 3.30598e-08 2.26165e-08 3.59717e-08 0 0 2.0603e-08 1.0977e-07 1.64378e-07 2.7573e-08 2.63935e-08 2.96942e-08 4.0355e-07 2.82436e-08 4.14277e-08 2.67973e-31 8.95767e-07 0.035575 2.09798e-08 3.47935e-08 2.38819e-08 2.04169e-08 4.06401e-08 2.91966e-08 4.00476e-08 2.48387e-08 5.54987e-08 3.86306e-08 2.7728e-08 2.79077e-08 1.75159e-06 2.34027e-08 2.98384e-08 2.21332e-08 1.99659e-08 2.52516e-08 3.83047e-08 2.41418e-08 3.88936e-08 0 9.09302e-08 3.6797e-08 0 2.77402e-08 2.4096e-08 2.5895e-08 0 3.28163e-08 0 3.35932e-08 0 1.111e-07 0 0 3.74947e-08 0 5.02071e-08 3.22744e-08 3.99784e-08 3.41435e-08 0 4.04028e-08 0 4.12275e-08 3.01351e-08 2.66795e-08 0 3.80788e-08 2.88624e-08 -------------------------------------------------------------- Initialization seed trial #700 of 1000; initialization seed = 493576925 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 726906 Distortion: 0.000212322 Distortions/cluster: 2.16719e-06 2.11516e-06 1.68247e-06 3.68917e-06 9.85484e-06 1.90927e-06 4.48057e-06 5.25522e-06 2.23801e-06 9.64317e-35 2.54013e-06 5.53217e-06 1.54525e-06 2.5965e-06 2.37993e-06 2.34126e-06 3.52308e-06 3.6258e-06 0 2.10388e-06 3.48685e-06 1.41933e-06 1.95333e-06 2.05794e-06 1.94933e-06 6.45933e-06 2.15957e-06 3.61819e-06 2.37044e-35 2.80277e-06 0 4.87031e-06 1.64803e-06 0 3.01164e-06 3.85876e-06 1.45627e-06 0 6.70075e-06 0 7.49194e-06 3.59264e-06 7.75182e-06 5.3908e-06 2.23298e-06 5.9104e-06 1.00631e-05 3.51958e-06 4.81569e-35 0 2.15554e-06 2.31628e-06 0 2.79868e-06 2.1063e-06 2.43178e-06 0 0 5.54397e-06 3.41071e-06 0 3.88971e-06 2.25801e-06 0 2.20307e-06 6.20309e-06 2.31405e-06 2.26384e-06 5.52279e-06 1.73961e-06 1.27749e-35 1.08283e-34 5.83568e-06 4.00174e-06 0 2.34118e-06 Variance: 3.63315e-08 Variances/cluster: 1.90083e-08 2.74673e-08 3.43339e-08 2.30553e-08 8.95767e-07 2.72728e-08 2.37046e-08 1.75159e-06 2.76274e-08 6.86694e-32 2.73107e-08 4.25412e-08 4.82849e-08 1.84133e-08 2.58657e-08 3.65799e-08 2.2296e-08 2.85471e-08 0 2.84282e-08 3.03175e-08 3.08523e-08 1.30208e-07 3.88257e-08 3.24859e-08 4.96723e-08 2.34715e-08 2.14069e-08 0 2.22423e-08 0 4.19716e-08 3.36303e-08 0 2.37109e-08 2.77584e-08 2.34858e-08 0 4.6518e-08 0 3.28486e-08 4.85345e-08 4.10014e-08 7.92686e-08 1.59484e-07 3.93959e-07 3.60566e-08 1.06645e-07 2.67973e-31 0 3.36775e-08 3.35667e-08 0 1.99888e-08 3.19107e-08 2.02631e-08 0 0 4.07516e-08 2.10519e-08 0 2.83891e-08 3.42095e-08 0 3.67146e-08 4.24732e-08 2.14243e-08 2.26364e-08 4.12013e-08 3.4107e-08 0 0 1.42286e-07 2.50084e-08 0 2.69079e-08 -------------------------------------------------------------- Initialization seed trial #701 of 1000; initialization seed = 493576926 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 498737 Distortion: 0.0358314 Distortions/cluster: 8.364e-06 5.96991e-06 1.93425e-06 8.29035e-06 3.9159e-06 2.66573e-06 3.69163e-06 1.27749e-35 2.19211e-06 3.13621e-06 5.25522e-06 6.45786e-06 2.24722e-06 5.24687e-06 2.95973e-06 2.52429e-06 2.18632e-06 2.12095e-06 2.2286e-06 0.0356196 4.77729e-06 4.35376e-06 2.921e-06 4.06981e-06 2.37044e-35 0 3.33627e-06 2.82182e-06 2.02216e-06 2.04904e-06 3.00474e-06 1.28912e-06 4.56695e-06 3.25801e-06 0 1.65196e-06 2.89635e-06 1.08283e-34 2.89448e-06 0 2.85703e-06 3.81219e-06 3.21122e-06 3.32422e-06 3.53998e-06 4.11396e-06 2.6601e-06 0 3.2021e-06 1.76834e-06 0 0 5.03311e-06 2.50728e-06 2.10782e-06 5.2913e-06 0 4.52224e-06 3.08471e-06 2.38742e-06 2.23156e-06 2.8478e-06 1.65258e-06 2.40472e-06 4.81569e-35 0 0 0 3.65097e-06 4.0919e-06 0 1.89781e-06 9.85484e-06 3.02553e-06 5.14569e-06 4.28702e-06 Variance: 6.13131e-06 Variances/cluster: 4.59408e-08 2.98398e-08 2.51176e-08 9.41992e-08 2.31682e-08 3.13587e-08 3.58378e-08 0 2.01094e-08 2.30583e-08 1.75159e-06 4.0355e-07 2.04275e-08 3.77353e-08 1.95991e-08 3.32115e-08 2.80264e-08 2.49501e-08 2.89403e-08 0.035575 3.94687e-08 2.79063e-08 3.74364e-08 3.98881e-08 0 0 4.1176e-08 2.17044e-08 3.61076e-08 2.35502e-08 2.50373e-08 2.43208e-08 1.69132e-07 4.02189e-08 0 2.14522e-08 2.14521e-08 0 1.78656e-08 0 2.91508e-08 4.09779e-08 5.09672e-08 2.06449e-08 5.28309e-08 4.03197e-08 3.69429e-08 0 3.72305e-08 2.49041e-08 0 0 4.33747e-08 3.68694e-08 3.6976e-08 1.35629e-07 0 3.29983e-08 2.85596e-08 2.25208e-08 2.30038e-08 3.65075e-08 2.09163e-08 2.82884e-08 2.67973e-31 0 0 0 2.72428e-08 4.05009e-08 0 2.63561e-08 8.95767e-07 2.01684e-08 2.87375e-08 5.79153e-08 -------------------------------------------------------------- Initialization seed trial #702 of 1000; initialization seed = 493576927 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 494160 Distortion: 0.0397412 Distortions/cluster: 3.72929e-06 2.76832e-06 2.5319e-06 4.77963e-06 2.69484e-06 1.80749e-06 3.9173e-06 2.75083e-06 1.7089e-06 3.1421e-06 4.4392e-06 2.83842e-06 3.44598e-06 2.70391e-06 2.33604e-06 3.82337e-06 2.88629e-06 2.86711e-06 2.37044e-35 0 5.29857e-06 5.63041e-06 9.85484e-06 1.98697e-06 4.27414e-06 5.02855e-06 1.87246e-06 2.8801e-06 2.42058e-06 2.86822e-06 2.85499e-06 1.98602e-06 2.38923e-06 0 2.63406e-06 5.23508e-06 2.6705e-06 2.17612e-06 5.9104e-06 0 0 2.08559e-06 0.0356196 5.25522e-06 1.99772e-06 4.05008e-06 1.97698e-06 2.7302e-06 2.62258e-06 1.99187e-06 0 0 2.46267e-06 4.17153e-06 3.37111e-06 2.27341e-06 0 2.85986e-06 4.1782e-06 2.55616e-06 0.00391362 0 4.24322e-06 1.77812e-06 4.20453e-06 0 2.5338e-06 8.00262e-06 3.77712e-06 4.81569e-35 3.49416e-06 3.37567e-06 6.2997e-06 2.56117e-06 0 0 Variance: 6.80034e-06 Variances/cluster: 2.168e-08 3.04111e-08 3.37476e-08 3.54015e-08 3.54556e-08 2.07738e-08 2.16407e-08 2.80669e-08 1.8777e-08 3.0503e-08 2.49368e-08 3.888e-08 3.04928e-08 3.60404e-08 2.88375e-08 2.87446e-08 3.90005e-08 2.63006e-08 0 0 4.30641e-08 3.05974e-08 8.95767e-07 2.18323e-08 1.64378e-07 3.08469e-08 2.01318e-08 3.59894e-08 2.74976e-08 4.77893e-08 1.0977e-07 5.09191e-08 1.89599e-08 0 2.77246e-08 2.65717e-08 2.7241e-08 3.88465e-08 3.93959e-07 0 0 3.59472e-08 0.035575 1.75159e-06 2.10217e-08 2.51536e-08 2.38163e-08 3.45482e-08 1.98663e-08 3.68841e-08 0 0 1.98585e-08 4.17117e-08 2.46045e-08 3.24665e-08 0 3.28617e-08 3.6972e-08 1.111e-07 0.00391989 0 3.78735e-08 3.86419e-08 3.75292e-08 0 3.89686e-08 9.09302e-08 3.52973e-08 2.67973e-31 5.13801e-08 2.44532e-08 3.14957e-08 3.12235e-08 0 0 -------------------------------------------------------------- Initialization seed trial #703 of 1000; initialization seed = 493576928 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 594622 Distortion: 0.00412327 Distortions/cluster: 2.72595e-06 2.91353e-06 0.00391362 3.17677e-06 5.18454e-06 1.95665e-06 3.63229e-06 2.47199e-06 2.10046e-06 6.32133e-06 9.64317e-35 2.05799e-06 4.45663e-06 4.11663e-06 9.70043e-07 2.97301e-06 2.37044e-35 1.12653e-06 4.80217e-06 1.14598e-06 5.9104e-06 0 2.75343e-06 2.14572e-06 1.59582e-06 1.5629e-06 1.23374e-06 9.85484e-06 3.33477e-06 2.70821e-06 3.04359e-06 0 2.43087e-06 3.66201e-06 0 5.92276e-07 2.85782e-06 5.25522e-06 6.58773e-06 3.17761e-06 5.8702e-06 5.22519e-06 2.49064e-06 2.19241e-06 2.57581e-06 4.81569e-35 0 3.70704e-06 8.39057e-06 2.23298e-06 3.89185e-06 3.50673e-06 6.56034e-06 3.33286e-06 2.22308e-06 2.52597e-06 0 3.08138e-06 1.1481e-06 6.48775e-07 1.14092e-06 2.38346e-06 5.40228e-06 1.12567e-06 0 0 2.47086e-06 5.24573e-06 1.97295e-06 6.49153e-06 3.71268e-06 0 1.6549e-06 0 4.76897e-06 2.83504e-06 Variance: 7.05556e-07 Variances/cluster: 1.76994e-08 2.22387e-08 0.00391989 3.60967e-08 1.3639e-07 2.3572e-08 5.34113e-08 3.74516e-08 2.72764e-08 4.64654e-08 6.86694e-32 1.63318e-08 3.90804e-08 2.54091e-08 1.4922e-08 2.18584e-08 0 1.97616e-08 4.61604e-08 1.56964e-08 3.93959e-07 0 3.48505e-08 2.25845e-08 1.96991e-08 2.02949e-08 2.12695e-08 8.95767e-07 2.56499e-08 3.34317e-08 2.35914e-08 0 2.33717e-08 1.07697e-07 0 1.74181e-08 3.40187e-08 1.75159e-06 3.24413e-08 3.38015e-08 2.89078e-08 4.28154e-08 2.59417e-08 2.54909e-08 2.73998e-08 2.67973e-31 0 3.86126e-08 4.60867e-08 1.59484e-07 4.42218e-08 2.41822e-08 5.00639e-08 2.29833e-08 1.30756e-07 2.00456e-08 0 2.82665e-08 2.3428e-08 1.80198e-08 2.23682e-08 2.01971e-08 3.85756e-08 1.87589e-08 0 0 2.94123e-08 7.82868e-08 2.8591e-08 3.66634e-08 4.82009e-08 0 2.26672e-08 0 4.00624e-08 3.2584e-08 -------------------------------------------------------------- Initialization seed trial #704 of 1000; initialization seed = 493576929 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 689042 Distortion: 0.000496087 Distortions/cluster: 4.17911e-06 2.71271e-06 3.02678e-06 5.852e-06 2.05634e-06 3.00096e-06 3.85216e-06 1.75782e-06 3.45259e-06 4.13707e-06 3.66007e-06 2.20971e-06 4.93241e-06 0.000272435 2.24371e-06 9.64317e-35 2.74227e-06 4.13118e-06 1.59192e-05 3.70622e-06 2.37044e-35 3.16185e-06 3.97802e-06 3.64627e-06 2.24144e-06 2.08617e-06 4.79692e-06 5.76866e-06 2.45348e-05 3.79209e-06 2.1915e-06 1.91711e-06 3.54179e-06 0 3.65647e-06 0 2.97525e-06 4.70187e-06 0 0 0 3.13642e-06 4.51215e-06 2.72399e-06 4.22528e-06 2.07348e-06 0 3.23261e-06 2.11678e-06 1.8576e-06 1.8026e-06 3.48575e-06 2.20409e-06 3.15166e-06 4.479e-06 3.91883e-06 0 4.56695e-06 3.98944e-06 3.9903e-06 2.84593e-06 1.27749e-35 3.73767e-06 1.08283e-34 0 3.23544e-06 2.14039e-06 0 3.32438e-06 0 3.45198e-06 0 0 2.88683e-06 0 0 Variance: 8.48882e-08 Variances/cluster: 3.90536e-08 2.68563e-08 3.87932e-08 2.83984e-08 3.02376e-08 2.75293e-08 5.74775e-08 5.02189e-08 1.91793e-08 2.83328e-08 3.38864e-08 3.45154e-08 3.14064e-08 3.16754e-06 4.15367e-08 6.86694e-32 3.47011e-08 3.08195e-08 7.5794e-07 3.5625e-08 0 2.50918e-08 3.42903e-08 4.67314e-08 3.11287e-08 3.53565e-08 3.07464e-08 1.44169e-07 2.72576e-06 2.38475e-08 4.47098e-08 3.24905e-08 3.57725e-08 0 2.59296e-08 0 3.3048e-08 3.13431e-08 0 0 0 2.77535e-08 3.26861e-08 4.06431e-08 2.37347e-08 3.45476e-08 0 2.26033e-08 4.31963e-08 3.31686e-08 3.83498e-08 3.74691e-08 3.93554e-08 3.42542e-08 2.46077e-08 2.33243e-08 0 1.69132e-07 3.76239e-08 2.69591e-08 3.16188e-08 0 2.29284e-08 0 0 3.02351e-08 3.34416e-08 0 2.09062e-08 0 2.06681e-08 0 0 3.74788e-08 0 0 -------------------------------------------------------------- Initialization seed trial #705 of 1000; initialization seed = 493576930 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 499424 Distortion: 0.0358373 Distortions/cluster: 4.52887e-06 3.16208e-06 5.60613e-06 6.45278e-06 4.56695e-06 4.69273e-06 2.78453e-06 3.61496e-06 2.37044e-35 2.82383e-06 0 2.90758e-06 5.25522e-06 3.95959e-06 2.17584e-06 4.65618e-06 2.76343e-06 2.94866e-06 0 2.85793e-06 5.24671e-06 4.81569e-35 2.46523e-06 1.08283e-34 2.40703e-06 2.03808e-06 5.75726e-06 3.74425e-06 0 2.6118e-06 0 3.45441e-06 3.9886e-06 2.65503e-06 3.69089e-06 4.8084e-06 1.76969e-06 0 4.32867e-06 3.11635e-06 9.85484e-06 0.0356196 3.35128e-06 3.12422e-06 3.2733e-06 0 5.20489e-06 0 1.27749e-35 3.60266e-06 3.91243e-06 0 3.40254e-06 3.48081e-06 1.65177e-06 1.0228e-05 2.04582e-06 0 8.80903e-06 2.5657e-06 4.93074e-06 0 0 7.13346e-06 1.90381e-06 1.97284e-06 0 4.84419e-06 2.89743e-06 0 3.67754e-06 6.45786e-06 0 1.53832e-06 0 0 Variance: 6.13232e-06 Variances/cluster: 3.90291e-08 4.27177e-08 2.66935e-08 3.34232e-08 1.69132e-07 1.26789e-07 2.24539e-08 2.10148e-08 0 2.17199e-08 0 3.92792e-08 1.75159e-06 3.73514e-08 4.10498e-08 7.38827e-08 2.34165e-08 3.73219e-08 0 2.85768e-08 3.69369e-08 2.67973e-31 2.80115e-08 0 2.43113e-08 2.75392e-08 5.43091e-08 2.32541e-08 0 1.74105e-08 0 2.69846e-08 4.28845e-08 3.40362e-08 4.05567e-08 3.97259e-08 4.53726e-08 0 4.65302e-08 2.91223e-08 8.95767e-07 0.035575 3.80702e-08 2.1544e-08 4.19515e-08 0 3.2318e-08 0 0 2.6684e-08 2.37089e-08 0 3.77936e-08 2.78432e-08 2.29392e-08 3.45426e-08 2.19962e-08 0 9.7868e-08 2.06893e-08 2.67951e-08 0 0 3.3176e-08 2.60772e-08 2.52903e-08 0 4.1391e-08 2.47622e-08 0 3.79097e-08 4.0355e-07 0 3.84544e-08 0 0 -------------------------------------------------------------- Initialization seed trial #706 of 1000; initialization seed = 493576931 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 594722 Distortion: 0.00412015 Distortions/cluster: 0 2.55705e-06 5.25522e-06 4.86139e-06 3.22506e-06 2.11023e-06 2.98242e-06 4.70087e-06 3.23097e-06 3.46652e-06 3.05897e-06 2.50071e-06 4.0708e-06 3.30371e-06 2.37044e-35 2.5011e-06 2.13601e-06 4.27414e-06 4.84776e-06 2.89581e-06 9.85484e-06 2.83318e-06 1.92312e-06 2.95254e-06 1.15594e-06 3.30255e-06 3.29754e-06 7.89415e-06 5.46476e-06 2.85499e-06 3.39481e-06 1.7389e-06 4.6425e-06 4.77834e-06 0 2.94137e-06 2.17922e-06 3.09343e-06 0.00391362 0 3.15451e-06 2.4608e-06 3.83783e-06 3.12592e-06 4.36903e-06 3.80213e-06 3.08936e-06 2.34014e-06 2.88583e-06 3.67014e-06 9.64317e-35 0 1.9539e-06 0 3.35172e-06 4.79965e-06 1.41636e-06 2.15973e-06 2.24925e-06 4.81569e-35 2.80004e-06 4.24466e-06 3.05317e-06 0 2.36224e-06 3.19993e-06 2.32233e-06 0 2.09477e-06 2.40988e-06 0 3.02857e-06 0 2.75795e-06 3.30524e-06 0 Variance: 7.05022e-07 Variances/cluster: 0 2.8097e-08 1.75159e-06 3.21918e-08 4.03098e-08 2.26886e-08 3.50842e-08 2.3739e-08 3.47311e-08 3.04049e-08 1.99915e-08 2.90755e-08 2.8665e-08 2.07762e-08 0 2.52614e-08 4.10639e-08 1.64378e-07 2.78574e-08 3.86083e-08 8.95767e-07 3.58602e-08 3.6283e-08 3.60037e-08 2.31098e-07 4.02624e-08 2.99677e-08 9.07286e-08 2.78723e-08 1.0977e-07 3.77077e-08 3.10415e-08 2.27548e-08 5.49187e-08 0 2.13124e-08 2.11556e-08 2.6897e-08 0.00391989 0 4.14928e-08 1.11816e-07 2.54138e-08 3.36014e-08 2.87342e-08 4.75223e-08 3.67749e-08 2.33993e-08 3.796e-08 3.21913e-08 6.86694e-32 0 2.24566e-08 0 3.56448e-08 3.42778e-07 2.32169e-08 2.29732e-08 3.16768e-08 2.67973e-31 3.58865e-08 3.26406e-08 2.85319e-08 0 1.72411e-08 2.96262e-08 3.57164e-08 0 2.86928e-08 2.83423e-08 0 3.40177e-08 0 3.88315e-08 2.32743e-08 0 -------------------------------------------------------------- Initialization seed trial #707 of 1000; initialization seed = 493576932 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 498612 Distortion: 0.0358499 Distortions/cluster: 1.59192e-05 3.96041e-06 3.20886e-06 3.44314e-06 6.88656e-06 2.56958e-06 4.94661e-06 1.80137e-06 2.22453e-06 3.36632e-06 4.88603e-06 4.9985e-06 1.69509e-06 0.0356196 2.59268e-06 4.12237e-06 3.71019e-06 2.23298e-06 2.37044e-35 4.01617e-06 2.84602e-06 4.41179e-06 3.81506e-06 2.63013e-06 2.44492e-06 2.5048e-06 3.1116e-06 3.69163e-06 2.07327e-06 3.30933e-06 3.23555e-06 0 2.55559e-06 3.78634e-06 3.1479e-06 3.43701e-06 1.98243e-06 4.9531e-06 1.93709e-06 3.34292e-06 2.16371e-06 1.41998e-06 0 3.34387e-06 2.60157e-06 0 0 2.43907e-06 1.08283e-34 5.50596e-06 3.47767e-06 4.81569e-35 3.56332e-06 5.3908e-06 3.04591e-06 0 3.07598e-06 2.18369e-06 0 3.65738e-06 0 0 2.2982e-06 4.74156e-06 3.43012e-06 0 2.05995e-06 0 3.51958e-06 2.45348e-05 3.38314e-06 3.03761e-06 2.59977e-06 1.27749e-35 0 3.11767e-06 Variance: 6.13449e-06 Variances/cluster: 7.5794e-07 2.82794e-08 3.73e-08 2.03718e-08 4.88372e-08 2.51898e-08 2.82639e-08 1.93673e-08 2.81561e-08 3.30001e-08 5.61564e-08 1.3505e-07 1.90438e-08 0.035575 3.23985e-08 4.63048e-08 4.52312e-08 1.59484e-07 0 3.82369e-08 3.55635e-08 2.68988e-08 2.35477e-08 3.65175e-08 3.7032e-08 1.68093e-08 4.38121e-08 3.18139e-08 2.05253e-08 3.63543e-08 2.86299e-08 0 2.90383e-08 4.02772e-08 3.79235e-08 2.3221e-08 3.14568e-08 3.86927e-08 2.58256e-08 3.34183e-08 2.3263e-08 2.44798e-08 0 2.65361e-08 5.2014e-08 0 0 1.89053e-08 0 2.97593e-08 3.82037e-08 2.67973e-31 4.51013e-08 7.92686e-08 2.53742e-08 0 4.58963e-08 2.76391e-08 0 3.07317e-08 0 0 2.298e-08 4.31016e-08 2.57818e-08 0 2.395e-08 0 1.06645e-07 2.72576e-06 3.80095e-08 2.33639e-08 2.203e-08 0 0 2.45464e-08 -------------------------------------------------------------- Initialization seed trial #708 of 1000; initialization seed = 493576933 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 718250 Distortion: 0.000255482 Distortions/cluster: 3.41013e-06 4.86205e-06 3.51359e-06 1.5774e-06 0 3.0194e-06 2.37044e-35 1.71715e-06 4.49345e-06 4.81762e-06 4.81569e-35 2.18656e-06 4.35604e-05 2.22792e-06 2.79306e-05 2.81342e-06 9.64317e-35 2.71416e-06 2.53769e-06 1.49332e-06 0 3.42465e-06 1.90857e-06 2.46151e-06 3.37053e-06 0 2.70388e-06 3.73696e-06 5.9701e-06 2.10886e-06 0 1.08283e-34 2.90173e-06 3.17542e-06 0 3.75967e-06 6.26247e-06 0 2.07329e-06 3.69307e-06 3.85431e-06 2.32876e-06 1.95037e-06 4.46248e-06 1.94167e-06 3.01156e-06 3.38368e-06 2.36472e-06 2.93965e-06 0 4.55384e-06 2.07784e-06 3.75963e-06 4.63796e-06 3.19407e-06 3.38392e-06 4.53436e-06 2.12603e-06 2.66406e-06 2.04026e-06 0 3.35474e-06 0 2.99743e-06 3.02477e-06 2.98963e-06 0 0 5.43567e-06 2.8858e-06 2.9875e-06 0 6.59194e-06 1.27749e-35 2.09372e-06 3.4857e-06 Variance: 4.37169e-08 Variances/cluster: 4.9407e-08 3.03779e-08 3.28345e-08 1.97154e-08 0 3.72737e-08 0 1.95107e-08 3.14124e-08 4.3782e-08 2.67973e-31 3.47042e-08 2.7222e-06 2.93121e-08 3.36475e-07 2.42515e-08 6.86694e-32 2.53639e-08 2.53739e-08 3.17706e-08 0 3.68121e-08 1.9473e-08 4.03404e-08 1.92585e-08 0 3.86242e-08 2.49109e-08 3.3537e-08 3.51361e-08 0 0 2.32115e-08 3.34225e-08 0 2.14819e-08 5.44515e-08 0 2.83988e-08 3.62034e-08 1.10113e-07 2.47716e-08 1.87514e-08 3.40537e-08 2.20619e-08 2.92288e-08 2.18283e-08 3.33029e-08 3.97216e-08 0 5.42075e-08 2.18697e-08 2.33497e-08 4.06708e-08 3.25897e-08 2.91691e-08 2.54717e-08 3.37354e-08 2.03346e-08 3.92332e-08 0 2.43076e-08 0 4.10481e-08 4.58147e-08 3.51607e-08 0 0 1.3933e-07 2.6967e-08 4.74064e-08 0 3.16816e-08 0 1.61041e-07 3.48457e-08 -------------------------------------------------------------- Initialization seed trial #709 of 1000; initialization seed = 493576934 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 593990 Distortion: 0.00414086 Distortions/cluster: 1.7957e-06 6.37843e-06 2.46471e-06 2.45348e-05 1.33929e-06 3.52686e-06 3.31046e-06 3.68381e-06 1.30451e-06 2.51158e-06 4.91752e-06 3.26051e-06 4.40925e-06 2.80967e-06 2.29404e-06 4.81569e-35 2.68552e-06 2.46934e-06 0.00391362 3.2936e-06 2.32441e-06 9.64317e-35 3.06232e-06 2.11778e-06 4.87321e-06 2.74118e-06 1.9694e-06 2.47912e-06 2.37044e-35 2.64822e-06 2.82067e-06 4.46465e-06 2.41478e-06 1.90856e-06 1.67115e-06 2.45074e-06 4.44494e-06 2.58687e-06 0 0 3.38888e-06 3.03109e-06 2.91571e-06 4.43927e-06 1.93382e-06 0 2.19338e-06 4.06347e-06 2.70598e-06 0 3.24922e-06 0 3.03431e-06 2.89374e-06 2.70573e-06 1.96886e-06 5.19904e-06 2.5244e-06 1.59192e-05 1.68907e-06 4.28458e-06 1.65878e-06 3.60084e-06 3.99128e-06 2.82432e-06 0 4.03061e-06 0 0 3.51293e-06 3.64959e-06 1.64332e-06 2.9673e-06 2.89618e-06 3.60219e-06 2.75211e-06 Variance: 7.08566e-07 Variances/cluster: 2.06381e-08 5.45118e-08 2.86569e-08 2.72576e-06 1.73914e-08 2.46553e-08 3.00853e-08 2.57587e-08 2.46108e-08 4.05063e-08 3.69708e-08 3.66327e-08 7.11095e-08 3.84763e-08 2.57727e-08 2.67973e-31 2.03431e-08 4.04675e-08 0.00391989 4.98879e-08 2.25649e-08 6.86694e-32 3.92569e-08 3.84925e-08 4.2362e-08 1.75701e-08 1.96917e-08 2.03188e-08 0 3.67776e-08 1.04458e-07 4.41898e-08 2.54157e-08 1.8895e-08 1.87753e-08 2.55261e-08 1.70945e-07 1.98972e-08 0 0 3.72282e-08 4.59113e-08 2.53457e-08 3.79305e-08 3.06855e-08 0 2.23788e-08 3.10088e-08 2.23614e-08 0 3.57026e-08 0 3.69916e-08 2.86484e-08 2.3526e-08 2.89509e-08 1.33264e-07 1.88366e-08 7.5794e-07 3.01592e-08 2.78195e-08 2.47557e-08 4.33799e-08 4.15633e-08 3.20917e-08 0 3.50371e-08 0 0 5.57558e-08 3.11905e-08 2.34739e-08 3.61837e-08 2.49648e-08 3.63739e-08 2.06908e-08 -------------------------------------------------------------- Initialization seed trial #710 of 1000; initialization seed = 493576935 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 690939 Distortion: 0.0004716 Distortions/cluster: 1.27749e-35 4.27414e-06 1.65721e-06 9.85484e-06 5.25522e-06 3.13905e-06 4.52572e-06 3.52478e-06 4.3059e-06 3.89757e-06 3.51287e-06 0 2.63734e-06 2.72654e-06 2.51059e-06 3.37766e-06 3.78101e-06 1.80394e-06 2.22308e-06 1.83254e-06 1.78451e-06 1.64075e-06 2.29954e-06 2.68558e-06 1.78588e-06 2.26976e-06 5.83322e-06 2.4608e-06 2.37044e-35 2.85499e-06 2.71667e-06 4.27577e-06 3.93258e-06 3.92798e-06 2.75885e-06 2.53882e-06 5.9104e-06 0 2.43463e-06 5.30939e-06 2.7139e-06 2.4628e-06 2.43252e-06 2.86097e-06 3.19153e-06 1.57116e-06 1.85071e-06 1.08283e-34 2.77322e-06 1.61064e-06 2.1926e-06 2.70891e-06 0 8.90677e-06 8.15921e-06 0 1.79485e-06 4.54399e-06 2.34488e-06 0 2.58443e-06 9.64317e-35 0 2.47316e-06 1.48086e-06 2.30313e-06 0 6.7148e-06 4.00587e-06 0.000272287 1.96464e-06 0 1.65072e-06 0 0 1.75693e-06 Variance: 8.06982e-08 Variances/cluster: 0 1.64378e-07 3.06862e-08 8.95767e-07 1.75159e-06 3.52588e-08 3.93412e-08 3.96011e-08 4.2629e-08 3.54294e-08 4.28269e-08 0 2.56026e-08 3.13368e-08 2.53565e-08 2.46523e-08 4.06535e-08 2.957e-08 1.30756e-07 1.81424e-08 1.82077e-08 2.13065e-08 2.94788e-08 2.33507e-08 1.58029e-08 2.14109e-08 3.29453e-08 1.11816e-07 0 1.0977e-07 2.24498e-08 3.95775e-08 4.22821e-08 3.66991e-08 1.90249e-08 3.47757e-08 3.93959e-07 0 3.80285e-08 4.02096e-08 3.435e-08 2.25918e-08 2.38456e-08 2.9492e-08 4.69201e-08 1.93952e-08 5.00148e-08 0 2.13306e-08 2.72966e-08 2.96271e-08 2.73604e-08 0 4.06567e-08 3.82939e-08 0 2.13654e-08 4.09233e-08 1.98696e-08 0 2.66413e-08 6.86694e-32 0 1.9626e-08 1.92297e-08 2.37416e-08 0 3.15145e-08 2.25029e-08 3.20307e-06 2.80637e-08 0 1.70163e-08 0 0 2.06679e-08 -------------------------------------------------------------- Initialization seed trial #711 of 1000; initialization seed = 493576936 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 498605 Distortion: 0.0358298 Distortions/cluster: 2.36788e-06 3.20772e-06 5.2913e-06 3.83946e-06 6.23132e-06 5.88136e-06 1.27764e-06 2.46628e-06 5.35359e-06 2.37044e-35 8.2258e-06 1.62468e-06 1.62685e-06 1.61315e-06 9.85484e-06 1.28571e-06 2.56874e-06 0 2.11907e-06 4.77746e-06 2.95541e-06 0 2.87505e-06 2.00552e-06 5.9104e-06 2.91564e-06 6.65294e-06 2.951e-06 0.0356196 2.61567e-06 4.81569e-35 5.12813e-06 0 2.57104e-06 2.02668e-06 1.27749e-35 1.3461e-06 1.29306e-06 2.38413e-06 4.68324e-06 3.64701e-06 0 5.10861e-06 4.69469e-06 0 2.9728e-06 2.02706e-06 7.30627e-06 0 3.52488e-06 2.93335e-06 0 2.32737e-06 2.06686e-06 1.92898e-06 0 1.08283e-34 4.91769e-06 1.84202e-06 1.61401e-06 2.06564e-06 2.09372e-06 1.29386e-06 0 5.25522e-06 4.9626e-06 2.31673e-06 4.29754e-06 1.52233e-06 2.47471e-06 3.21135e-06 7.12109e-06 2.2969e-06 2.38295e-06 1.84775e-06 2.22308e-06 Variance: 6.13103e-06 Variances/cluster: 2.19229e-08 3.34031e-08 1.35629e-07 3.02294e-08 5.51396e-08 4.20063e-08 2.60712e-08 1.92661e-08 4.53547e-08 0 5.01411e-08 2.46142e-08 2.75712e-08 1.83291e-08 8.95767e-07 1.73725e-08 2.31398e-08 0 1.89186e-08 3.70316e-08 3.43621e-08 0 3.73355e-08 2.47573e-08 3.93959e-07 2.25944e-08 4.68375e-08 2.61126e-08 0.035575 2.97209e-08 2.67973e-31 2.53846e-08 0 2.67793e-08 9.21139e-08 0 1.92283e-08 2.43947e-08 2.50931e-08 3.96756e-08 2.80446e-08 0 3.05805e-08 3.45086e-08 0 2.23499e-08 1.74726e-08 9.13194e-08 0 4.05133e-08 2.00897e-08 0 1.86173e-08 2.55145e-08 2.35213e-08 0 0 4.31339e-08 2.52308e-08 1.85502e-08 2.40169e-08 1.61041e-07 1.79682e-08 0 1.75159e-06 4.16888e-08 2.36381e-08 6.05104e-08 2.37835e-08 4.75745e-08 3.48944e-08 4.16304e-08 1.91391e-08 2.24785e-08 2.00825e-08 1.30756e-07 -------------------------------------------------------------- Initialization seed trial #712 of 1000; initialization seed = 493576937 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 726764 Distortion: 0.00021185 Distortions/cluster: 5.89262e-06 2.6381e-06 2.98724e-06 2.62511e-06 3.60306e-06 2.05317e-06 1.08283e-34 2.83636e-06 4.08535e-06 5.44968e-06 5.95718e-06 3.57393e-06 4.27167e-06 9.64317e-35 4.13864e-06 3.82953e-06 5.54074e-06 3.33019e-06 1.72343e-06 2.96552e-06 2.55385e-06 5.25522e-06 1.42095e-06 5.4956e-06 4.81569e-35 2.60724e-06 9.85484e-06 2.37044e-35 2.37658e-06 2.15922e-06 3.06793e-06 4.56695e-06 4.44902e-06 3.48841e-06 2.4283e-06 2.03662e-06 0 1.83919e-06 4.84235e-06 3.09296e-06 4.01383e-06 6.45786e-06 3.97897e-06 0 0 3.57613e-06 3.3138e-06 2.09562e-06 2.12281e-06 3.416e-06 2.03993e-06 2.03266e-06 1.27749e-35 0 0 3.55828e-06 2.95412e-06 0 2.70978e-06 0 4.34403e-06 0 0 1.27824e-06 3.04621e-06 0 3.49425e-06 2.28762e-06 0 2.3723e-06 8.39942e-06 4.09827e-06 3.63056e-06 0 3.36589e-06 4.22675e-06 Variance: 3.62509e-08 Variances/cluster: 3.02086e-08 4.97602e-08 3.47323e-08 3.36524e-08 2.41795e-08 3.53877e-08 0 2.26886e-08 4.44022e-08 2.91401e-08 3.2025e-08 3.88342e-08 2.90495e-08 6.86694e-32 2.89321e-08 4.97297e-08 1.38473e-07 2.94611e-08 3.37819e-08 3.22233e-08 3.2731e-08 1.75159e-06 3.08799e-08 4.50309e-08 2.67973e-31 2.48279e-08 8.95767e-07 0 4.7528e-08 4.5927e-08 2.47392e-08 1.69132e-07 3.27107e-08 2.37279e-08 2.02335e-08 3.39324e-08 0 2.82928e-08 2.58927e-08 2.73682e-08 3.48997e-08 4.0355e-07 2.94711e-08 0 0 2.41608e-08 2.04538e-08 3.12685e-08 4.16098e-08 2.26205e-08 3.18711e-08 1.99262e-08 0 0 0 3.82587e-08 2.63736e-08 0 3.71174e-08 0 3.24153e-08 0 0 2.77791e-08 2.32515e-08 0 3.52843e-08 1.74612e-08 0 5.78433e-08 9.43662e-08 2.84578e-08 3.74163e-08 0 2.15737e-08 4.54448e-08 -------------------------------------------------------------- Initialization seed trial #713 of 1000; initialization seed = 493576938 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 727070 Distortion: 0.000208171 Distortions/cluster: 1.77016e-06 6.18805e-06 1.59734e-06 6.11349e-06 5.1637e-06 4.27414e-06 3.89495e-06 1.57851e-06 3.21507e-06 1.79724e-06 4.45554e-06 1.66814e-06 5.65558e-06 5.83719e-06 2.25287e-06 4.78558e-06 1.67888e-06 2.70736e-06 5.79489e-06 1.28739e-06 1.59075e-06 2.15109e-06 1.65097e-06 2.08855e-06 1.55576e-06 2.59135e-06 1.27749e-35 8.74882e-06 9.85484e-06 9.64317e-35 1.20233e-06 2.37044e-35 2.51818e-06 1.06874e-05 0 7.76697e-06 2.85499e-06 1.56534e-06 1.9159e-06 1.08283e-34 1.66746e-06 5.25522e-06 3.79421e-06 1.77101e-06 3.22919e-06 0 0 1.20702e-06 0 1.30347e-06 1.35522e-06 2.40872e-06 2.90699e-06 1.31397e-06 0 3.31801e-06 2.55616e-06 6.35249e-06 1.65872e-06 2.68812e-06 1.5677e-06 5.58964e-06 2.97059e-06 1.68258e-06 0 4.81569e-35 0 2.9291e-06 4.05676e-06 2.59644e-06 2.12892e-06 3.51144e-06 1.85781e-06 2.29904e-06 1.84476e-06 1.89131e-06 Variance: 3.56214e-08 Variances/cluster: 2.32888e-08 4.51538e-08 1.87902e-08 3.30351e-08 4.77972e-08 1.64378e-07 3.74482e-08 1.73447e-08 2.26393e-08 1.76185e-08 4.16268e-08 1.87415e-08 5.3858e-08 2.99245e-08 1.4079e-07 3.95373e-08 2.04723e-08 3.22279e-08 4.19795e-08 2.86056e-08 2.4471e-08 2.17256e-08 2.2011e-08 2.51608e-08 1.60374e-08 3.12183e-08 0 3.99362e-08 8.95767e-07 6.86694e-32 1.79436e-08 0 1.92205e-08 4.15716e-08 0 9.03049e-08 1.0977e-07 2.14411e-08 1.93508e-08 0 2.41639e-08 1.75159e-06 4.07954e-08 2.36114e-08 3.7114e-08 0 0 2.15514e-08 0 2.4136e-08 1.8563e-08 2.36128e-08 3.63346e-08 1.87688e-08 0 4.04501e-08 1.111e-07 4.23363e-08 2.27202e-08 2.55989e-08 1.78132e-08 3.99189e-07 2.9121e-08 2.33664e-08 0 2.67973e-31 0 3.48671e-08 4.26991e-08 2.20018e-08 2.10765e-08 3.07995e-08 2.38156e-08 1.88429e-08 1.98338e-08 2.90945e-08 -------------------------------------------------------------- Initialization seed trial #714 of 1000; initialization seed = 493576939 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 498531 Distortion: 0.0358455 Distortions/cluster: 1.59192e-05 2.91092e-06 0.0356196 7.89415e-06 1.80312e-06 2.23927e-06 3.06214e-06 2.99779e-06 2.65432e-06 4.88932e-06 3.3785e-06 1.73908e-06 1.88681e-06 1.57271e-06 4.24581e-06 4.81569e-35 2.40187e-06 2.37044e-35 0 5.45401e-06 3.01489e-06 2.85499e-06 2.6217e-06 1.92058e-06 3.42262e-06 1.10767e-06 2.06434e-06 0 2.72047e-06 4.09762e-06 3.29948e-06 3.29721e-06 2.8392e-06 0 0 3.75639e-06 1.94785e-06 2.31908e-06 5.83086e-06 1.08283e-34 2.82696e-06 0 1.69127e-06 3.31709e-06 2.4608e-06 4.21549e-06 2.73721e-06 3.98991e-06 2.58045e-06 4.5195e-06 4.51014e-06 2.23332e-06 2.45348e-05 0 2.79248e-06 2.43031e-06 2.25666e-06 4.80217e-06 0 3.13555e-06 4.27414e-06 3.54157e-06 3.81613e-06 4.82412e-06 0 2.31365e-06 1.27749e-35 3.55952e-06 1.91919e-06 3.09849e-06 1.78966e-06 2.22963e-06 0 1.51151e-06 3.1372e-06 2.7537e-06 Variance: 6.13373e-06 Variances/cluster: 7.5794e-07 2.7714e-08 0.035575 9.07286e-08 2.6909e-08 2.01712e-08 4.08163e-08 3.61066e-08 3.58578e-08 2.60048e-08 3.0434e-08 1.61012e-08 2.81589e-08 4.76537e-08 2.72143e-08 2.67973e-31 3.28995e-08 0 0 2.84038e-08 3.01462e-08 1.0977e-07 1.88589e-08 2.43083e-08 3.88806e-08 1.75805e-08 2.06415e-08 0 3.44333e-08 3.90123e-08 4.28469e-08 3.46971e-08 3.83646e-08 0 0 2.68225e-08 3.35725e-08 3.46018e-08 3.22041e-08 0 3.17608e-08 0 2.03749e-08 3.38368e-08 1.11816e-07 2.46495e-08 4.7179e-08 3.53061e-08 2.45735e-08 2.84153e-08 4.17467e-08 2.75693e-08 2.72576e-06 0 3.40518e-08 2.25009e-08 3.36704e-08 3.01993e-08 0 3.64478e-08 1.64378e-07 2.14622e-08 3.89377e-08 3.07242e-08 0 2.02931e-08 0 4.87562e-08 3.83804e-08 3.06755e-08 3.88926e-08 2.68608e-08 0 1.91313e-08 2.70424e-08 2.22046e-08 -------------------------------------------------------------- Initialization seed trial #715 of 1000; initialization seed = 493576940 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 594619 Distortion: 0.00412639 Distortions/cluster: 4.02056e-06 4.81569e-35 5.11963e-06 3.0852e-06 3.36715e-06 5.3908e-06 7.25393e-06 2.38664e-06 4.65814e-06 1.09848e-06 2.09372e-06 2.43289e-06 1.32482e-06 2.62888e-06 1.76898e-06 2.39126e-06 1.58442e-06 5.30254e-06 1.35419e-06 1.95243e-06 1.90189e-06 3.75126e-06 6.3068e-06 2.61134e-06 2.29039e-06 4.82365e-06 6.7097e-06 3.28127e-06 1.53494e-06 2.56818e-06 5.33243e-06 9.64317e-35 3.16618e-06 2.03408e-06 2.37044e-35 0 7.12779e-06 2.00472e-06 3.98451e-06 9.89927e-07 2.63713e-06 0 1.98365e-06 7.79739e-06 4.03206e-06 2.79425e-06 2.99664e-06 7.38483e-06 2.7231e-06 3.62139e-06 0 0 1.82079e-06 1.75065e-06 0.00391362 1.49419e-06 5.9104e-06 0 1.44112e-06 0 3.53664e-06 1.85571e-06 5.8327e-06 2.69293e-06 1.77955e-06 0 1.20186e-06 0 2.08309e-06 2.73319e-06 5.25522e-06 0 2.19603e-06 0 9.85484e-06 5.72184e-06 Variance: 7.06089e-07 Variances/cluster: 2.62759e-08 2.67973e-31 2.99295e-08 2.21938e-08 3.17628e-08 7.92686e-08 3.45313e-08 3.09929e-08 2.84007e-08 1.77154e-08 1.61041e-07 2.53397e-08 1.83982e-08 3.98279e-08 1.84253e-08 2.54365e-08 1.80032e-08 1.35917e-07 2.08312e-08 2.14534e-08 2.3191e-08 3.90725e-08 4.88753e-08 4.14464e-08 2.79291e-08 4.22988e-08 4.27231e-08 4.0012e-08 2.1316e-08 3.72178e-08 4.3694e-08 6.86694e-32 5.65342e-08 2.78614e-08 0 0 4.81453e-08 2.33083e-08 3.46452e-08 1.7997e-08 3.29611e-08 0 1.81965e-08 5.26685e-08 1.1519e-07 2.54001e-08 2.74897e-08 3.22375e-08 4.61501e-08 3.38418e-08 0 0 3.08581e-08 2.30329e-08 0.00391989 2.76677e-08 3.93959e-07 0 1.82399e-08 0 2.16953e-08 1.75052e-08 4.0492e-08 2.18918e-08 2.19678e-08 0 2.22544e-08 0 1.91092e-08 2.41854e-08 1.75159e-06 0 3.09273e-08 0 8.95767e-07 4.26863e-08 -------------------------------------------------------------- Initialization seed trial #716 of 1000; initialization seed = 493576941 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 594694 Distortion: 0.00414102 Distortions/cluster: 1.43263e-06 3.18627e-06 4.81569e-35 2.82556e-06 4.0633e-06 2.03199e-06 3.69397e-06 4.72787e-06 3.04808e-06 3.11654e-06 3.85442e-06 2.99342e-06 3.62372e-06 1.72022e-06 2.62192e-06 2.84248e-06 2.19294e-06 2.36297e-06 3.77291e-06 2.78838e-06 3.01526e-06 2.89209e-06 2.45348e-05 4.02805e-06 3.6398e-06 2.52628e-06 2.27669e-06 3.99384e-06 4.79271e-06 1.59192e-05 4.24936e-06 2.37044e-35 0 4.39191e-06 2.36435e-06 3.22165e-06 0 3.68333e-06 2.90707e-06 2.09588e-06 0 0 2.67267e-06 4.5533e-06 9.64317e-35 3.97969e-06 2.13209e-06 3.32777e-06 7.29928e-06 3.49752e-06 0 2.94653e-06 2.04454e-06 0 0 3.39477e-06 0 2.69754e-06 0.00391362 2.0729e-06 0 3.92938e-06 0 0 0 5.18193e-06 4.15461e-06 5.80658e-06 2.9367e-06 2.19485e-06 2.54937e-06 2.26282e-06 3.0968e-06 3.39924e-06 2.12186e-06 1.71779e-06 Variance: 7.08594e-07 Variances/cluster: 1.59169e-07 2.13825e-08 2.67973e-31 3.53159e-08 2.86123e-08 2.98728e-08 2.95492e-08 3.01107e-08 5.07968e-08 4.04624e-08 4.05703e-08 3.18345e-08 4.36556e-08 3.90842e-08 3.79862e-08 1.18397e-07 2.74028e-08 2.1091e-08 2.0843e-08 2.70693e-08 3.01501e-08 2.08046e-08 2.72576e-06 3.56432e-08 3.99946e-08 2.659e-08 3.03459e-08 2.46508e-08 2.57642e-08 7.5794e-07 2.38707e-08 0 0 2.22914e-08 3.37653e-08 3.74488e-08 0 3.95929e-08 3.72673e-08 4.55489e-08 0 0 3.25837e-08 3.79408e-08 6.86694e-32 2.44124e-08 3.80602e-08 2.4642e-08 8.79347e-08 3.15066e-08 0 3.72856e-08 3.58573e-08 0 0 2.73748e-08 0 2.83924e-08 0.00391989 3.18802e-08 0 2.47109e-08 0 0 0 2.71282e-08 2.14136e-08 5.42624e-08 3.12313e-08 1.04507e-07 3.53962e-08 9.83494e-08 3.55921e-08 3.08995e-08 2.55561e-08 3.30236e-08 -------------------------------------------------------------- Initialization seed trial #717 of 1000; initialization seed = 493576942 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 727024 Distortion: 0.000210602 Distortions/cluster: 2.89883e-06 2.30141e-06 1.993e-06 5.9104e-06 2.40809e-06 3.26452e-06 3.0369e-06 2.38157e-06 5.16032e-06 2.84726e-06 1.43552e-06 1.27749e-35 2.37202e-06 2.38176e-06 2.70974e-06 2.15175e-06 2.99633e-06 1.46849e-06 7.01929e-06 2.31136e-06 4.74161e-06 2.37044e-35 2.77498e-06 3.9096e-06 3.81609e-06 9.64317e-35 2.50943e-06 0 3.05004e-06 2.95923e-06 3.92607e-06 1.08283e-34 4.61292e-06 3.27662e-06 4.72392e-06 0 2.31698e-06 2.16379e-06 2.85499e-06 4.81569e-35 2.97052e-06 4.27414e-06 6.92659e-06 2.406e-06 1.93044e-06 0 0 5.77581e-06 9.85484e-06 5.27845e-06 0 2.06031e-06 0 3.99995e-06 0 0 2.00929e-06 4.49492e-06 4.13781e-06 4.21412e-06 0 4.86016e-06 4.78336e-06 2.53382e-06 2.88993e-06 3.60124e-06 2.95418e-06 0 0 2.75265e-06 0 2.80439e-06 5.25522e-06 2.17742e-06 2.96914e-06 8.00262e-06 Variance: 3.60373e-08 Variances/cluster: 3.0836e-08 2.64508e-08 2.88814e-08 3.93959e-07 2.02343e-08 4.18492e-08 1.87446e-08 3.84098e-08 4.33502e-08 2.07805e-08 2.51822e-08 0 3.59366e-08 2.053e-08 3.34505e-08 2.72347e-08 2.12487e-08 4.73665e-08 3.1751e-08 3.16597e-08 3.8854e-08 0 2.49968e-08 2.79233e-08 3.70373e-08 6.86694e-32 3.43736e-08 0 2.20991e-08 2.76541e-08 2.42329e-08 0 4.15447e-08 4.8171e-08 3.8708e-08 0 2.27134e-08 3.32861e-08 1.0977e-07 2.67973e-31 2.88374e-08 1.64378e-07 3.31308e-08 2.16734e-08 2.35398e-08 0 0 4.12421e-08 8.95767e-07 3.93787e-08 0 2.26382e-08 0 3.60324e-08 0 0 4.67239e-08 3.40494e-08 2.913e-08 2.46418e-08 0 2.84195e-08 4.15807e-08 2.63917e-08 4.89774e-08 4.00006e-08 2.02323e-08 0 0 1.14655e-07 0 3.5951e-08 1.75159e-06 2.7559e-08 2.07614e-08 9.09302e-08 -------------------------------------------------------------- Initialization seed trial #718 of 1000; initialization seed = 493576943 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498511 Distortion: 0.0358299 Distortions/cluster: 3.90409e-06 2.06134e-06 2.23858e-06 5.00831e-06 2.38794e-06 5.25522e-06 3.23695e-06 2.87795e-06 1.69302e-06 1.35703e-06 2.37044e-35 4.81569e-35 3.40537e-06 1.76576e-06 9.85484e-06 0 8.29035e-06 3.82223e-06 2.07732e-06 2.90443e-06 2.33798e-06 2.17813e-06 4.56695e-06 2.58652e-06 1.27749e-35 3.53348e-06 4.03571e-06 3.50828e-06 1.71605e-06 3.72501e-06 2.13615e-06 0 3.16841e-06 3.25688e-06 6.11069e-06 5.72646e-06 2.74094e-06 6.45786e-06 3.78255e-06 2.60922e-06 2.68056e-06 2.90658e-06 0 0.0356196 2.21239e-06 0 2.96566e-06 0 2.11106e-06 2.77166e-06 5.17874e-06 2.01366e-06 0 3.23602e-06 0 0 3.23064e-06 2.96953e-06 2.3543e-06 0 3.08083e-06 1.88314e-06 3.28412e-06 3.45749e-06 0 2.53892e-06 1.08283e-34 5.00813e-06 3.23044e-06 4.2062e-06 3.05543e-06 3.76086e-06 5.18454e-06 2.61954e-06 5.69839e-06 2.43771e-06 Variance: 6.13107e-06 Variances/cluster: 2.86971e-08 2.67683e-08 1.81983e-08 3.88116e-08 2.36402e-08 1.75159e-06 2.34541e-08 3.7373e-08 2.19847e-08 2.33945e-08 0 2.67973e-31 4.79586e-08 2.80254e-08 8.95767e-07 0 9.41992e-08 3.21167e-08 1.99722e-08 2.04519e-08 2.41008e-08 2.26868e-08 1.69132e-07 2.13737e-08 0 4.64776e-08 3.10412e-08 4.12704e-08 2.56098e-08 3.18274e-08 2.015e-08 0 2.16996e-08 4.78808e-08 4.8483e-08 3.92098e-08 3.86018e-08 4.0355e-07 3.89827e-08 3.47864e-08 3.72271e-08 3.50159e-08 0 0.035575 2.458e-08 0 1.9902e-08 0 1.88471e-08 2.82729e-08 4.27854e-08 1.95478e-08 0 2.47001e-08 0 0 2.60449e-08 2.99926e-08 2.76952e-08 0 2.0401e-08 2.98884e-08 3.90943e-08 4.43121e-08 0 2.30788e-08 0 3.09043e-08 2.88408e-08 5.3921e-08 2.82885e-08 3.8759e-08 1.3639e-07 2.23873e-08 4.38197e-08 3.29391e-08 -------------------------------------------------------------- Initialization seed trial #719 of 1000; initialization seed = 493576944 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 494315 Distortion: 0.0397655 Distortions/cluster: 4.94565e-06 2.56551e-06 4.15604e-06 4.08109e-06 3.76103e-06 2.06221e-06 1.9724e-06 2.38868e-06 5.33118e-06 2.79007e-06 1.78316e-06 1.42826e-05 2.64812e-06 4.09302e-06 3.12231e-06 3.84759e-06 4.30533e-06 2.2785e-06 2.79496e-06 4.36323e-06 2.7896e-06 4.49665e-06 2.42456e-06 2.37044e-35 5.033e-06 2.45348e-05 8.43383e-06 2.00183e-06 2.35448e-06 3.79182e-06 6.25619e-06 4.21814e-06 0 0 2.29852e-06 5.04569e-06 0.0356196 5.67056e-06 4.56695e-06 0 2.11289e-06 2.58589e-06 3.98221e-06 0 0 0 3.50175e-06 3.06575e-06 4.5077e-06 2.42917e-06 4.54635e-06 0.00391362 5.29786e-06 0 3.31978e-06 2.7422e-06 2.72372e-06 2.69778e-06 0 3.26074e-06 0 2.60148e-06 4.81569e-35 4.03252e-06 3.73876e-06 0 2.97413e-06 0 2.69282e-06 3.62445e-06 2.09641e-06 0 0 2.33721e-06 0 0 Variance: 6.80451e-06 Variances/cluster: 2.79391e-08 2.49049e-08 1.18705e-07 3.99975e-08 4.32266e-08 1.96378e-08 2.94363e-08 2.00706e-08 3.0117e-08 2.30557e-08 3.24182e-08 7.14025e-07 2.94209e-08 4.05116e-08 3.80739e-08 5.41867e-08 3.21189e-08 2.37317e-08 3.67729e-08 6.92345e-08 2.40461e-08 4.3223e-08 3.36715e-08 0 3.67256e-08 2.72576e-06 9.58293e-08 4.16916e-08 3.51383e-08 3.15958e-08 2.97816e-08 2.61973e-08 0 0 2.01607e-08 2.5353e-08 0.035575 3.18467e-08 1.69132e-07 0 2.03139e-08 2.03596e-08 2.99315e-08 0 0 0 3.89059e-08 3.64938e-08 5.85362e-08 2.31329e-08 3.98672e-08 0.00391989 4.45066e-08 0 2.24289e-08 3.26426e-08 2.47589e-08 3.25005e-08 0 2.96405e-08 0 1.73417e-08 2.67973e-31 3.95217e-08 5.26427e-08 0 2.67912e-08 0 2.26267e-08 3.93835e-08 2.18356e-08 0 0 2.40926e-08 0 0 -------------------------------------------------------------- Initialization seed trial #720 of 1000; initialization seed = 493576945 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 65 BIC score: 726932 Distortion: 0.000209978 Distortions/cluster: 5.03266e-06 2.60575e-06 2.7148e-06 5.40382e-06 4.5969e-06 2.88168e-06 4.32852e-06 9.64317e-35 5.14914e-06 1.69446e-06 1.42521e-06 1.27749e-35 1.64322e-06 1.70503e-06 5.2913e-06 3.48606e-06 0 4.21414e-06 3.21088e-06 2.37044e-35 0 3.63091e-06 5.04158e-06 1.62805e-06 2.25287e-06 9.85484e-06 1.67341e-06 3.89454e-06 4.49063e-06 4.46474e-06 4.0525e-06 3.29022e-06 3.1847e-06 3.30533e-06 1.08283e-34 2.44183e-06 3.97701e-06 5.25701e-06 2.0834e-06 0 1.74452e-06 5.58964e-06 8.16378e-06 0 1.87596e-06 0 3.2293e-06 3.67118e-06 2.3678e-06 6.25627e-06 1.58654e-06 2.02729e-06 2.82856e-06 1.51047e-06 0 4.39707e-06 3.46186e-06 2.92763e-06 5.67263e-06 1.59144e-06 0 4.56695e-06 1.81498e-06 3.08669e-06 0 5.25522e-06 0 3.07056e-06 0 2.14844e-06 1.74498e-06 3.73242e-06 2.50434e-06 4.81569e-35 3.24462e-06 0 Variance: 3.59306e-08 Variances/cluster: 3.96143e-08 2.68608e-08 3.61945e-08 4.06171e-08 4.13999e-08 2.1829e-08 2.88473e-08 6.86694e-32 3.27864e-08 1.86183e-08 2.54479e-08 0 3.22171e-08 1.67145e-08 1.35629e-07 5.20151e-08 0 4.25634e-08 3.77718e-08 0 0 2.61194e-08 4.54061e-08 2.26099e-08 1.4079e-07 8.95767e-07 1.88007e-08 2.44915e-08 2.31456e-08 3.98606e-08 4.71063e-08 2.83615e-08 2.81807e-08 4.29122e-08 0 2.49137e-08 3.82286e-08 3.34733e-08 2.14765e-08 0 2.15347e-08 3.99189e-07 9.38273e-08 0 2.15608e-08 0 3.54754e-08 2.54921e-08 3.11525e-08 4.49948e-08 1.86636e-08 1.8769e-08 3.04119e-08 1.86459e-08 0 2.81834e-08 5.32547e-08 3.01791e-08 2.90809e-08 2.30616e-08 0 1.69132e-07 2.01641e-08 1.99124e-08 0 1.75159e-06 0 3.83797e-08 0 2.71931e-08 1.58621e-08 3.92855e-08 2.1966e-08 2.67973e-31 2.9494e-08 0 -------------------------------------------------------------- Initialization seed trial #721 of 1000; initialization seed = 493576946 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 493959 Distortion: 0.0397641 Distortions/cluster: 2.2279e-06 5.2913e-06 3.93064e-06 2.87567e-06 2.23546e-06 2.32546e-06 3.01796e-06 2.19797e-06 4.67466e-06 4.65508e-06 1.79885e-06 2.50757e-06 1.57752e-06 3.24309e-06 3.13645e-06 3.60368e-06 2.35486e-06 4.19041e-06 4.83814e-06 3.06599e-06 4.24412e-06 2.37044e-35 0 4.15029e-06 1.88011e-06 1.03167e-06 2.01467e-06 0 0 2.41048e-06 4.00927e-06 2.25861e-06 3.21503e-06 4.56695e-06 2.15604e-06 0 2.41722e-06 3.3103e-06 1.74654e-06 8.27371e-06 3.02529e-06 2.77164e-06 4.81569e-35 2.56925e-06 5.7996e-06 3.32457e-06 0 3.12705e-06 4.89108e-06 3.1391e-06 0.00391362 0 4.64543e-06 2.70205e-06 1.83926e-06 2.45348e-05 3.13422e-06 0 0 4.61517e-06 0 4.48232e-06 1.59192e-05 0 2.10442e-06 2.97508e-06 2.7515e-06 0.0356196 1.85216e-06 2.95343e-06 5.14263e-06 1.42012e-06 0 4.47972e-06 0 5.31872e-06 Variance: 6.80426e-06 Variances/cluster: 1.78217e-08 1.35629e-07 4.00955e-08 2.56728e-08 2.48355e-08 1.84544e-08 4.31006e-08 2.81766e-08 4.21003e-08 3.18737e-08 2.76719e-08 2.78594e-08 1.92359e-08 2.28366e-08 4.97804e-08 2.97799e-08 2.20061e-08 5.81825e-08 2.62856e-08 2.41396e-08 3.23873e-08 0 0 2.45558e-08 2.37962e-08 1.56295e-08 1.88265e-08 0 0 3.01212e-08 3.71197e-08 3.64171e-08 2.31277e-08 1.69132e-07 2.07293e-08 0 3.18024e-08 3.76057e-08 2.21061e-08 9.40102e-08 3.78128e-08 3.74519e-08 2.67973e-31 3.42536e-08 5.41972e-08 2.35762e-08 0 4.88561e-08 4.25172e-08 3.52597e-08 0.00391989 0 2.88511e-08 3.60245e-08 1.97747e-08 2.72576e-06 3.82096e-08 0 0 2.97726e-08 0 3.06906e-08 7.5794e-07 0 3.14065e-08 2.88819e-08 2.37177e-08 0.035575 2.28634e-08 3.69156e-08 3.06082e-08 1.97221e-08 0 4.66483e-08 0 3.99772e-08 -------------------------------------------------------------- Initialization seed trial #722 of 1000; initialization seed = 493576947 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 727431 Distortion: 0.000207108 Distortions/cluster: 1.43199e-06 4.43279e-06 3.20949e-06 3.65398e-06 1.63215e-06 1.9906e-06 2.75265e-06 2.59815e-06 1.27749e-35 4.92577e-06 1.79453e-06 1.55138e-06 3.0242e-06 2.10357e-06 4.81569e-35 5.28068e-06 3.31807e-06 6.67216e-06 4.1543e-06 2.37044e-35 2.82333e-06 2.76752e-06 0 9.64317e-35 1.8709e-06 2.24619e-06 1.36797e-06 2.14355e-06 5.16616e-06 2.69589e-06 4.66697e-06 5.23009e-06 5.9104e-06 3.68973e-06 2.18486e-06 0 2.11332e-06 2.7677e-06 2.208e-06 0 3.20697e-06 2.16826e-06 1.91786e-06 2.99553e-06 2.58761e-06 2.12026e-06 3.13878e-06 3.04834e-06 2.85499e-06 2.65723e-06 4.27414e-06 5.93177e-06 9.85484e-06 2.57535e-06 1.70082e-06 5.25522e-06 2.22308e-06 0 0 0 3.66037e-06 1.08283e-34 2.39173e-06 2.93601e-06 5.30252e-06 2.32126e-06 5.28826e-06 7.76697e-06 2.41474e-06 3.45398e-06 0 2.37448e-06 0 3.83704e-06 2.47099e-06 0 Variance: 3.54395e-08 Variances/cluster: 2.10566e-08 3.85345e-08 2.27603e-08 4.19865e-08 1.83371e-08 3.37361e-08 1.14655e-07 3.46399e-08 0 4.17301e-08 2.03902e-08 2.06826e-08 2.79994e-08 3.13938e-08 2.67973e-31 4.02974e-08 2.19721e-08 4.41722e-08 2.48738e-08 0 3.57352e-08 1.86978e-08 0 6.86694e-32 2.83445e-08 2.70602e-08 2.53306e-08 2.40827e-08 4.87222e-08 2.779e-08 3.1103e-08 3.46251e-08 3.93959e-07 5.34697e-08 4.04567e-08 0 2.60873e-08 1.99098e-08 2.32401e-08 0 3.20664e-08 1.77705e-08 4.45978e-08 2.08005e-08 3.86181e-08 2.55423e-08 2.77744e-08 2.69734e-08 1.0977e-07 3.63976e-08 1.64378e-07 3.02541e-08 8.95767e-07 3.5766e-08 2.00079e-08 1.75159e-06 1.30756e-07 0 0 0 3.51849e-08 0 2.84704e-08 1.98362e-08 3.09988e-08 2.32106e-08 4.29797e-08 9.03049e-08 2.23568e-08 2.44942e-08 0 2.63809e-08 0 4.12449e-08 2.05892e-08 0 -------------------------------------------------------------- Initialization seed trial #723 of 1000; initialization seed = 493576948 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 594564 Distortion: 0.00412127 Distortions/cluster: 1.74534e-06 3.63183e-06 3.1305e-06 0 3.0938e-06 2.68878e-06 2.38927e-06 2.217e-06 3.38191e-06 3.05351e-06 2.42261e-06 9.85484e-06 3.98717e-06 9.64317e-35 3.22228e-06 5.19355e-06 3.11939e-06 8.54309e-06 1.22139e-06 4.81569e-35 4.92827e-06 2.61745e-06 4.56184e-06 9.53209e-07 2.41782e-06 3.42677e-06 2.99187e-06 3.32023e-06 5.9104e-06 0.00391362 3.72676e-06 2.12668e-06 2.60539e-06 3.78291e-06 2.37044e-35 3.50308e-06 0 5.04695e-06 3.71768e-06 2.162e-06 1.99602e-06 2.4695e-06 4.92211e-06 3.04774e-06 2.85846e-06 1.80637e-06 2.79969e-06 4.91536e-06 0 2.82987e-06 2.44256e-06 2.58489e-06 2.22365e-06 5.48673e-06 2.58003e-06 1.79893e-06 3.64072e-06 0 2.02971e-06 4.56695e-06 2.36206e-06 3.53575e-06 2.77267e-06 0 1.83902e-06 2.88043e-06 5.25522e-06 0 0 2.09557e-06 3.9117e-06 0 2.31699e-06 0 1.59162e-06 3.39619e-06 Variance: 7.05215e-07 Variances/cluster: 3.79386e-08 3.70473e-08 2.11502e-08 0 3.03289e-08 2.92233e-08 3.73295e-08 1.91104e-08 3.88601e-08 4.2396e-08 1.73028e-08 8.95767e-07 2.5233e-08 6.86694e-32 4.66957e-08 3.05403e-08 2.39925e-08 9.59801e-08 2.0021e-08 2.67973e-31 2.50144e-08 1.93868e-08 4.8514e-08 2.16615e-08 2.34719e-08 3.49562e-08 3.47862e-08 2.8375e-08 3.93959e-07 0.00391989 4.38405e-08 2.00613e-08 6.85404e-08 4.06634e-08 0 2.27453e-08 0 2.86664e-08 3.95368e-08 5.54314e-08 2.34804e-08 2.57217e-08 1.32986e-07 2.51853e-08 2.0711e-08 1.94216e-08 3.45526e-08 2.52048e-08 0 3.58093e-08 3.25646e-08 3.97548e-08 3.00467e-08 3.47148e-08 3.03508e-08 2.02105e-08 3.6036e-08 0 1.8967e-08 1.69132e-07 3.06734e-08 3.84297e-08 4.77903e-08 0 2.87324e-08 2.64229e-08 1.75159e-06 0 0 1.30959e-07 2.77334e-08 0 2.41332e-08 0 2.74392e-08 3.26528e-08 -------------------------------------------------------------- Initialization seed trial #724 of 1000; initialization seed = 493576949 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 499069 Distortion: 0.0358534 Distortions/cluster: 6.52122e-06 2.94957e-06 1.8219e-06 1.88881e-06 4.95557e-06 3.79631e-06 1.7501e-06 2.35592e-06 7.42293e-06 2.93622e-06 1.27749e-35 2.01313e-06 4.81569e-35 1.82481e-06 2.4206e-06 2.7296e-06 1.08283e-34 0 4.54437e-06 1.59192e-05 5.25815e-06 1.85832e-06 2.60126e-06 3.42262e-06 2.52958e-06 7.33431e-06 6.42779e-06 3.73661e-06 5.30701e-06 5.24573e-06 3.08266e-06 3.64049e-06 1.76118e-06 1.83366e-06 4.61308e-06 2.37044e-35 2.64585e-06 3.23397e-06 0 2.45348e-05 0 2.82678e-06 0 3.60008e-06 2.83596e-06 0 2.65501e-06 4.12413e-06 2.64883e-06 3.81639e-06 0 9.19761e-06 0 1.66082e-06 0.0356196 3.82883e-06 1.68343e-06 6.75573e-06 1.81273e-06 3.02287e-06 2.07348e-06 1.50632e-06 0 3.56134e-06 2.26408e-06 0 5.48289e-06 0 1.89511e-06 0 4.61668e-06 2.83059e-06 2.27825e-06 0 0 1.91226e-06 Variance: 6.13507e-06 Variances/cluster: 4.90171e-08 2.68112e-08 2.84648e-08 2.09848e-08 4.80975e-08 2.69219e-08 3.49997e-08 3.56936e-08 4.19241e-08 3.37466e-08 0 2.68395e-08 2.67973e-31 3.57778e-08 2.44484e-08 2.35289e-08 0 0 4.16777e-08 7.5794e-07 1.34779e-07 3.20372e-08 4.33402e-08 2.22228e-08 1.58085e-07 4.55397e-08 4.28381e-08 2.34986e-08 3.03231e-08 7.82868e-08 4.10986e-08 1.10307e-07 2.93501e-08 3.10763e-08 4.15456e-08 0 2.42709e-08 5.30113e-08 0 2.72576e-06 0 2.91395e-08 0 1.97789e-08 3.58951e-08 0 2.21231e-08 2.49926e-08 3.07974e-08 4.14692e-08 0 3.30742e-08 0 3.19359e-08 0.035575 3.08749e-08 1.89128e-08 3.14116e-08 2.51746e-08 1.96267e-08 2.03258e-08 2.12139e-08 0 2.65741e-08 3.83712e-08 0 2.94753e-08 0 1.89494e-08 0 3.94459e-08 4.35436e-08 2.81243e-08 0 0 2.17283e-08 -------------------------------------------------------------- Initialization seed trial #725 of 1000; initialization seed = 493576950 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 723546 Distortion: 0.000225997 Distortions/cluster: 3.30684e-06 1.85853e-06 4.02651e-06 4.12684e-06 3.508e-06 7.13526e-06 2.68244e-06 1.59192e-05 2.24115e-06 4.24331e-06 4.24181e-06 1.78877e-06 4.28719e-06 2.25593e-06 1.9874e-06 2.39243e-06 2.37905e-06 2.23223e-06 4.89025e-06 0 1.95286e-06 2.61679e-06 1.48697e-06 2.27242e-06 4.38148e-06 3.9465e-06 2.37044e-35 3.84538e-06 1.33107e-06 2.19883e-06 2.01415e-06 0 0 4.69231e-06 1.8701e-06 2.22377e-06 2.18376e-06 0 3.03401e-06 2.45348e-05 0 2.51276e-06 2.1287e-06 3.44708e-06 4.59992e-06 2.18385e-06 4.93742e-06 2.24961e-06 2.34129e-06 0 1.08283e-34 2.22948e-06 5.64047e-06 2.64261e-06 3.73181e-06 4.81569e-35 0 4.49122e-06 3.60997e-06 3.3573e-06 2.46929e-06 2.75265e-06 2.54467e-06 4.40129e-06 2.65686e-06 3.52594e-06 2.06133e-06 2.34285e-06 3.57056e-06 2.8866e-06 0 2.85499e-06 1.27749e-35 9.64317e-35 0 3.73807e-06 Variance: 3.86716e-08 Variances/cluster: 2.80148e-08 1.93575e-08 3.62719e-08 4.43602e-08 4.80403e-08 4.43043e-08 3.52836e-08 7.5794e-07 3.2014e-08 2.51062e-08 1.95458e-08 3.88829e-08 3.15132e-08 3.63836e-08 1.89254e-08 2.51811e-08 3.35047e-08 1.48804e-07 7.40876e-08 0 2.50337e-08 3.00753e-08 2.47799e-08 2.41725e-08 2.59237e-08 2.90088e-08 0 2.26179e-08 4.29338e-08 2.29024e-08 3.59647e-08 0 0 3.44992e-08 2.96814e-08 2.02143e-08 2.32287e-08 0 3.48706e-08 2.72576e-06 0 3.69492e-08 2.80067e-08 2.36078e-08 3.96415e-08 2.63091e-08 4.14773e-08 4.99872e-08 3.49335e-08 0 0 3.13984e-08 3.63784e-08 3.30297e-08 3.65745e-08 2.67973e-31 0 3.07591e-08 4.62776e-08 1.04906e-07 2.59895e-08 1.14655e-07 2.19347e-08 3.82607e-08 3.01891e-08 4.29849e-08 1.82397e-08 2.92832e-08 2.46165e-08 2.15399e-08 0 1.0977e-07 0 6.86694e-32 0 2.16054e-08 -------------------------------------------------------------- Initialization seed trial #726 of 1000; initialization seed = 493576951 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 727314 Distortion: 0.000208752 Distortions/cluster: 8.00262e-06 4.63831e-06 2.5538e-06 9.64317e-35 1.90615e-06 2.10226e-06 2.37044e-35 1.59895e-06 2.14297e-06 2.38601e-06 2.86977e-06 9.85484e-06 0 3.13629e-06 3.37885e-06 2.01899e-06 3.22419e-06 3.32765e-06 2.96445e-06 3.234e-06 2.18032e-06 6.71392e-06 2.58316e-06 1.8607e-06 2.2631e-06 1.54688e-06 2.60395e-06 0 2.65296e-06 5.9763e-06 1.08283e-34 2.57295e-06 4.81569e-35 3.10561e-06 0 3.46433e-06 2.85499e-06 1.21147e-05 0 3.77354e-06 0 0 4.08473e-06 9.10289e-06 2.22308e-06 1.68404e-06 4.15065e-06 2.63289e-06 1.98487e-06 5.25522e-06 5.9104e-06 2.61199e-06 3.14302e-06 3.02821e-06 2.04416e-06 1.83244e-06 1.84699e-06 3.6237e-06 0 0 1.96296e-06 2.36307e-06 2.80166e-06 2.78878e-06 1.27749e-35 0 1.98192e-06 2.4608e-06 4.27414e-06 2.25914e-06 0 2.81099e-06 3.04762e-06 4.37125e-06 2.67697e-06 4.18544e-06 Variance: 3.57207e-08 Variances/cluster: 9.09302e-08 4.06735e-08 3.70088e-08 6.86694e-32 2.1177e-08 3.6879e-08 0 2.85501e-08 2.08037e-08 1.89349e-08 2.29562e-08 8.95767e-07 0 2.14795e-08 4.1202e-08 1.92268e-08 4.02892e-08 3.91464e-08 2.1957e-08 2.88725e-08 2.62665e-08 3.97147e-08 2.93515e-08 2.86236e-08 3.23271e-08 2.34356e-08 3.33809e-08 0 2.57538e-08 3.95653e-08 0 2.36024e-08 2.67973e-31 2.60953e-08 0 4.02707e-08 1.0977e-07 4.29457e-08 0 3.69835e-08 0 0 3.88905e-08 3.21552e-08 1.30756e-07 1.85043e-08 2.61024e-08 2.60657e-08 2.30778e-08 1.75159e-06 3.93959e-07 3.52855e-08 4.76071e-08 2.67956e-08 2.27102e-08 2.58068e-08 2.71593e-08 5.32851e-08 0 0 1.96274e-08 1.87523e-08 3.6861e-08 3.76738e-08 0 0 1.78536e-08 1.11816e-07 1.64378e-07 2.03504e-08 0 2.95869e-08 3.6278e-08 2.24147e-08 2.05903e-08 3.73577e-08 -------------------------------------------------------------- Initialization seed trial #727 of 1000; initialization seed = 493576952 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 498583 Distortion: 0.0358241 Distortions/cluster: 0.0356196 2.10032e-06 2.43123e-06 2.86416e-06 2.18881e-06 1.08283e-34 1.91181e-06 4.85288e-06 1.96024e-06 4.46677e-06 9.85484e-06 6.60457e-07 1.21872e-06 5.16659e-06 3.9936e-06 3.1772e-06 4.27414e-06 1.91472e-06 2.98464e-06 2.99921e-06 2.20401e-06 2.37044e-35 2.90634e-06 2.44235e-06 3.86159e-06 5.29022e-06 2.7653e-06 3.95618e-06 3.12154e-06 0 2.02422e-06 2.03319e-06 2.87473e-06 3.26504e-06 2.55616e-06 0 3.2457e-06 5.25522e-06 3.18155e-06 3.46447e-06 3.55203e-06 3.31133e-06 0 4.21036e-06 2.40649e-06 1.50007e-06 1.70524e-06 2.77058e-06 1.27749e-35 0 6.00359e-06 4.1365e-06 1.63936e-06 3.82182e-06 3.51888e-06 2.57221e-06 3.87343e-06 4.54645e-06 0 3.29082e-06 2.78096e-06 0 5.66011e-06 3.37987e-06 2.53443e-06 2.64887e-06 2.85499e-06 4.81569e-35 1.73998e-06 3.15949e-06 3.31988e-06 0 3.74049e-06 4.06936e-06 0 2.3363e-06 Variance: 6.13007e-06 Variances/cluster: 0.035575 1.89201e-08 2.38334e-08 3.76739e-08 2.30373e-08 0 2.81056e-08 3.21276e-08 3.43788e-08 4.29461e-08 8.95767e-07 2.20059e-07 1.66929e-08 2.90232e-08 2.89361e-08 4.81352e-08 1.64378e-07 1.84092e-08 4.59037e-08 4.10714e-08 3.24015e-08 0 3.4588e-08 3.69931e-08 2.71919e-08 3.83316e-08 3.59013e-08 3.11483e-08 3.80551e-08 0 3.4298e-08 1.97374e-08 3.05795e-08 2.72056e-07 1.111e-07 0 3.24465e-08 1.75159e-06 3.42e-08 2.43956e-08 2.44887e-08 4.24401e-08 0 4.2101e-08 2.55979e-08 2.99988e-08 2.10503e-08 5.89427e-08 0 0 5.45734e-08 2.50672e-08 2.64382e-08 3.85917e-08 2.18545e-08 2.17965e-08 2.26496e-08 3.7884e-08 0 3.78226e-08 3.51989e-08 0 3.29049e-08 2.64027e-08 2.26268e-08 1.94747e-08 1.0977e-07 2.67973e-31 1.7226e-08 2.69953e-08 3.2229e-08 0 2.81148e-08 9.68806e-08 0 2.33609e-08 -------------------------------------------------------------- Initialization seed trial #728 of 1000; initialization seed = 493576953 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 595017 Distortion: 0.00412806 Distortions/cluster: 3.18534e-06 9.85484e-06 2.60959e-06 5.25522e-06 2.93605e-06 1.87645e-06 2.52928e-06 3.30047e-06 3.73999e-06 1.55822e-06 5.38938e-06 4.81569e-35 2.37044e-35 2.1709e-06 2.57012e-06 6.09238e-06 0 2.41446e-06 3.47099e-06 2.92176e-06 2.68122e-06 2.29993e-06 4.50875e-06 3.24545e-06 3.3124e-06 0 4.56695e-06 3.00984e-06 2.97712e-06 3.04838e-06 2.69952e-06 1.21011e-06 9.64317e-35 3.34479e-06 2.11618e-06 4.65319e-06 3.06063e-06 4.66953e-06 2.86666e-06 0 0 3.07693e-06 2.12167e-06 2.61984e-06 0 5.78205e-06 6.37339e-06 1.94867e-06 0 0 4.32237e-06 7.28872e-06 2.38137e-06 4.66042e-06 2.1772e-06 0 3.4399e-06 0 4.04921e-06 6.45786e-06 0 5.28448e-06 4.58631e-06 0 2.51504e-06 5.2913e-06 0 2.49385e-06 2.65743e-06 2.67687e-06 8.39942e-06 0.00391362 2.35248e-06 0 0 5.33884e-06 Variance: 7.06376e-07 Variances/cluster: 1.88465e-08 8.95767e-07 2.63569e-08 1.75159e-06 3.58024e-08 3.47468e-08 2.3859e-08 2.12915e-08 2.35199e-08 2.99639e-08 2.80672e-08 2.67973e-31 0 2.10747e-08 3.29474e-08 4.72127e-08 0 2.13645e-08 3.50488e-08 3.21041e-08 2.57725e-08 3.1941e-08 2.69896e-08 2.26927e-08 2.98389e-08 0 1.69132e-07 2.31506e-08 2.91849e-08 2.08775e-08 3.59904e-08 4.17253e-08 6.86694e-32 2.69718e-08 3.20604e-08 3.94209e-08 3.77732e-08 3.59078e-08 1.93671e-08 0 0 3.45615e-08 5.43971e-08 3.7423e-08 0 2.58105e-08 5.05673e-08 2.90813e-08 0 0 4.85499e-08 3.31276e-08 3.1749e-08 2.75675e-08 3.06621e-08 0 4.71178e-08 0 3.64674e-08 4.0355e-07 0 4.43932e-08 2.97787e-08 0 4.74377e-08 1.35629e-07 0 2.57068e-08 2.39381e-08 2.36869e-08 9.43662e-08 0.00391989 4.35605e-08 0 0 4.4476e-08 -------------------------------------------------------------- Initialization seed trial #729 of 1000; initialization seed = 493576954 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 499484 Distortion: 0.0358362 Distortions/cluster: 5.3603e-06 4.95404e-06 1.08283e-34 4.61511e-06 2.56014e-06 3.02797e-06 4.18668e-06 2.97146e-06 3.21102e-06 2.65527e-06 4.29452e-06 5.25522e-06 3.76528e-06 2.05366e-06 6.1074e-06 6.12346e-06 2.21911e-06 2.37044e-35 0 4.19774e-06 4.60815e-06 4.05048e-06 0 5.02013e-06 3.78469e-06 2.3788e-06 5.12149e-06 2.99837e-06 2.36531e-06 6.45786e-06 5.16845e-06 9.85484e-06 0.0356196 3.91484e-06 1.27749e-35 2.59564e-06 2.41402e-06 2.8543e-06 3.45406e-06 2.96234e-06 3.06439e-06 3.75429e-06 3.11205e-06 4.81569e-35 3.07205e-06 3.75182e-06 0 3.63706e-06 0 4.37977e-06 2.69793e-06 3.43426e-06 6.47813e-06 4.27576e-06 2.32187e-06 3.78712e-06 4.56695e-06 8.39942e-06 3.87943e-06 0 0 3.24999e-06 0 0 0 0 3.63313e-06 0 3.50485e-06 0 0 0 0 0 0 4.08536e-06 Variance: 6.13214e-06 Variances/cluster: 5.41397e-08 3.11474e-08 0 4.35348e-08 3.50589e-08 2.14731e-08 3.4035e-08 2.476e-08 3.69053e-08 3.2771e-08 2.55601e-08 1.75159e-06 4.13732e-08 3.1106e-08 3.16416e-08 3.36426e-08 3.311e-08 0 0 4.19748e-08 4.15014e-08 4.76368e-08 0 1.32065e-07 2.20016e-08 3.44642e-08 2.97662e-08 3.36867e-08 2.9938e-08 4.0355e-07 2.47273e-08 8.95767e-07 0.035575 2.49324e-08 0 3.32664e-08 3.89233e-08 3.80459e-08 2.74041e-08 4.29191e-08 3.73674e-08 3.10245e-08 2.45022e-08 2.67973e-31 5.29504e-08 3.29078e-08 0 2.17763e-08 0 2.34192e-08 6.42149e-08 2.86154e-08 3.15979e-08 3.59279e-08 3.68429e-08 3.02942e-08 1.69132e-07 9.43662e-08 3.55794e-08 0 0 1.84643e-08 0 0 0 0 2.67055e-08 0 2.69575e-08 0 0 0 0 0 0 2.19624e-08 -------------------------------------------------------------- Initialization seed trial #730 of 1000; initialization seed = 493576955 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 726527 Distortion: 0.000213262 Distortions/cluster: 4.99941e-06 2.45479e-06 5.70213e-06 2.80694e-06 2.76276e-06 8.55988e-06 2.14746e-06 2.81953e-06 2.27204e-06 4.25897e-06 1.27749e-35 9.64317e-35 2.83069e-06 2.99786e-06 3.71982e-06 1.74825e-06 2.57474e-06 3.8991e-06 5.25522e-06 3.47115e-06 1.78726e-06 4.89693e-06 1.4991e-06 3.88273e-06 4.07498e-06 0 2.37044e-35 2.26808e-06 4.67781e-06 2.76277e-06 3.55894e-06 0 3.95459e-06 0 2.25562e-06 2.80187e-06 1.94515e-06 0 2.13513e-06 2.89984e-06 0 6.29117e-06 6.02203e-06 1.08283e-34 6.45786e-06 9.85484e-06 4.49841e-06 4.81569e-35 1.59648e-06 4.77024e-06 2.83577e-06 0 4.47155e-06 4.14682e-06 2.72619e-06 5.55943e-06 0 0 2.51504e-06 0 3.19263e-06 2.47962e-06 5.0018e-06 3.44728e-06 5.35708e-06 2.08663e-06 0 2.40933e-06 2.21529e-06 4.56695e-06 0 0 5.01725e-06 2.71066e-06 2.34996e-06 0 Variance: 3.64924e-08 Variances/cluster: 3.12361e-08 3.60976e-08 3.90433e-08 3.89723e-08 2.2278e-08 9.61687e-08 3.11198e-08 2.90648e-08 2.91193e-08 1.18266e-07 0 6.86694e-32 2.35866e-08 2.9976e-08 2.67589e-08 2.68937e-08 1.99575e-08 1.98916e-08 1.75159e-06 3.98947e-08 2.48205e-08 4.07945e-08 3.18937e-08 2.94121e-08 7.14669e-08 0 0 5.03973e-08 2.38643e-08 2.42328e-08 2.37242e-08 0 3.21407e-08 0 2.78449e-08 2.05995e-08 3.74039e-08 0 3.44345e-08 3.86611e-08 0 4.6934e-08 4.74034e-08 0 4.0355e-07 8.95767e-07 3.97958e-08 2.67973e-31 2.70566e-08 4.22006e-08 2.62541e-08 0 2.67734e-08 2.78286e-08 2.54755e-08 2.97198e-08 0 0 2.0783e-08 0 3.94118e-08 3.26237e-08 3.06832e-08 2.36087e-08 3.11355e-08 3.86384e-08 0 2.02447e-08 3.51602e-08 1.69132e-07 0 0 4.73179e-08 3.11543e-08 2.13614e-08 0 -------------------------------------------------------------- Initialization seed trial #731 of 1000; initialization seed = 493576956 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 499218 Distortion: 0.0358366 Distortions/cluster: 1.81599e-06 3.9329e-06 1.20645e-06 2.19913e-06 1.08283e-34 0.0356196 2.40001e-06 2.11948e-06 1.8201e-06 2.597e-06 1.44296e-06 2.27795e-06 4.13433e-06 4.81569e-35 5.25522e-06 8.55988e-06 2.98098e-06 1.78575e-06 9.29785e-06 2.37044e-35 2.25626e-06 1.08131e-06 1.48431e-06 7.63357e-06 2.80654e-06 0 3.28806e-06 2.98227e-06 0 0 1.27749e-35 7.8738e-06 2.52913e-06 2.22308e-06 4.33507e-06 5.6273e-06 1.64416e-06 1.03029e-06 1.60144e-06 9.83846e-06 2.37752e-06 0 3.88535e-06 3.20828e-06 1.82694e-06 0 4.56695e-06 2.4409e-06 2.36664e-06 1.0209e-05 1.83909e-06 9.85484e-06 1.91774e-06 1.64508e-06 1.88204e-06 1.89102e-06 2.45119e-06 2.47965e-06 4.20592e-06 8.41776e-06 0 7.14532e-06 5.5155e-06 0 0 2.03007e-06 0 8.20134e-06 0 0 1.45204e-06 0 6.14603e-07 5.9104e-06 3.70961e-06 2.96981e-06 Variance: 6.13221e-06 Variances/cluster: 2.06339e-08 3.97231e-08 2.07989e-08 2.97154e-08 0 0.035575 2.60848e-08 1.79595e-08 2.93538e-08 2.79224e-08 3.79688e-08 1.8222e-08 2.36227e-08 2.67973e-31 1.75159e-06 9.61687e-08 3.82153e-08 1.96214e-08 3.60265e-08 0 2.4e-08 3.37877e-08 2.74844e-08 3.27514e-08 4.00899e-08 0 3.9612e-08 2.76111e-08 0 0 0 4.95048e-08 1.99126e-08 1.30756e-07 2.65932e-08 4.19813e-08 1.91165e-08 2.78432e-08 1.79917e-08 4.61751e-08 1.81474e-08 0 2.35455e-08 2.34161e-08 1.98562e-08 0 1.69132e-07 2.44061e-08 3.38065e-08 4.32443e-08 5.10813e-08 8.95767e-07 2.3673e-08 2.83611e-08 3.30154e-08 2.10094e-08 1.97659e-08 2.19419e-08 4.16392e-08 5.22686e-08 0 4.76201e-08 1.37842e-07 0 0 2.67089e-08 0 4.9992e-08 0 0 2.38019e-08 0 1.98241e-08 3.93959e-07 2.26176e-08 2.39478e-08 -------------------------------------------------------------- Initialization seed trial #732 of 1000; initialization seed = 493576957 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 594796 Distortion: 0.00412392 Distortions/cluster: 2.37044e-35 2.6248e-06 2.10287e-06 2.59284e-06 1.44215e-06 2.53637e-06 3.47945e-06 9.85484e-06 1.75213e-06 9.64317e-35 2.19978e-06 3.33606e-06 2.37203e-06 4.81569e-35 3.70057e-06 0 4.75543e-06 3.51949e-06 3.1453e-06 1.65209e-06 2.47576e-06 1.9257e-06 2.05815e-06 6.7509e-06 3.97504e-06 5.2243e-06 4.15484e-06 1.66564e-06 3.56198e-06 2.86556e-06 1.67232e-06 3.0847e-06 1.67208e-06 2.69557e-06 1.72547e-06 5.43358e-06 2.16211e-06 0 5.7629e-06 7.29928e-06 2.85499e-06 2.19663e-06 0 0 2.44415e-06 1.92784e-06 1.95406e-06 2.69911e-06 2.63654e-06 2.40525e-06 1.90969e-06 7.17623e-06 5.25522e-06 3.42651e-06 5.81788e-06 7.10846e-06 2.4608e-06 0 2.34994e-06 0 0 2.42739e-06 5.72823e-06 0.00391362 3.96399e-06 2.9374e-06 0 0 2.77563e-06 4.61354e-06 1.82867e-06 6.45786e-06 2.86876e-06 4.84334e-06 0 0 Variance: 7.05668e-07 Variances/cluster: 0 3.49946e-08 2.02177e-08 1.97909e-08 2.25312e-08 2.20527e-08 3.70121e-08 8.95767e-07 2.57643e-08 6.86694e-32 1.91269e-08 2.60607e-08 3.20518e-08 2.67973e-31 2.11443e-08 0 4.17006e-08 4.82079e-08 2.40078e-08 1.99029e-08 3.25732e-08 2.40684e-08 4.1159e-08 3.55196e-08 2.31087e-08 4.01739e-08 1.48376e-07 3.39903e-08 3.01836e-08 3.82042e-08 1.92199e-08 2.93755e-08 5.97135e-08 3.24739e-08 3.31799e-08 4.34544e-08 2.77168e-08 0 3.33007e-08 8.79347e-08 1.0977e-07 3.13777e-08 0 0 1.97092e-08 1.76851e-08 2.57091e-08 3.29131e-08 2.71785e-08 2.53159e-08 2.30063e-08 3.06576e-08 1.75159e-06 4.82462e-08 4.12481e-08 4.18006e-08 1.11816e-07 0 2.49964e-08 0 0 2.26837e-08 4.37128e-08 0.00391989 3.81036e-08 2.20838e-08 0 0 1.9683e-08 3.976e-08 5.0792e-08 4.0355e-07 4.70247e-08 2.78328e-08 0 0 -------------------------------------------------------------- Initialization seed trial #733 of 1000; initialization seed = 493576958 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 726937 Distortion: 0.000211263 Distortions/cluster: 2.63386e-06 2.60137e-06 2.74798e-06 5.39672e-06 2.2156e-06 3.63695e-06 3.88932e-06 4.65032e-06 1.97073e-06 4.88593e-06 3.16252e-06 4.14484e-06 3.91386e-06 8.90291e-06 1.65517e-06 1.62163e-06 3.99691e-06 2.71822e-06 1.45127e-06 9.64317e-35 2.37044e-35 3.76489e-06 1.79506e-06 0 2.17582e-06 4.87694e-06 0 4.23079e-06 4.81569e-35 3.08901e-06 1.78669e-06 4.56695e-06 2.82157e-06 1.64536e-06 1.68029e-06 0 0 3.91272e-06 9.85484e-06 0 4.19138e-06 2.35688e-06 1.73788e-06 4.3157e-06 5.25522e-06 0 1.52789e-06 2.11936e-06 1.96275e-06 4.89552e-06 0 2.22308e-06 5.9104e-06 2.45096e-06 4.63417e-06 1.27749e-35 3.6426e-06 3.39494e-06 0 5.71381e-06 4.25897e-06 1.08283e-34 1.89446e-06 0 0 6.27214e-06 2.49585e-06 0 7.59922e-06 3.23596e-06 0 2.1802e-06 4.94581e-06 1.81608e-06 2.91609e-06 4.91832e-06 Variance: 3.61504e-08 Variances/cluster: 3.60683e-08 2.36462e-08 2.54419e-08 5.61971e-08 2.10991e-08 4.38054e-08 3.96845e-08 3.84199e-08 1.7285e-08 3.41645e-08 3.80997e-08 4.65674e-08 2.73673e-08 9.89109e-08 3.44796e-08 2.05249e-08 4.64617e-08 1.96955e-08 2.073e-08 6.86694e-32 0 2.33824e-08 3.14823e-08 0 1.67356e-08 2.50078e-08 0 2.89685e-08 2.67973e-31 4.75089e-08 3.18946e-08 1.69132e-07 2.73915e-08 1.80788e-08 3.29359e-08 0 0 2.35686e-08 8.95767e-07 0 2.34135e-08 3.22831e-08 2.22778e-08 3.56641e-08 1.75159e-06 0 4.01947e-08 2.25444e-08 2.88614e-08 3.79464e-08 0 1.30756e-07 3.93959e-07 2.69313e-08 3.00891e-08 0 3.79313e-08 3.57246e-08 0 2.97496e-08 1.18266e-07 0 2.03683e-08 0 0 5.45356e-08 2.54648e-08 0 3.21896e-08 4.14729e-08 0 2.56471e-08 2.28953e-08 3.02651e-08 2.33267e-08 3.66919e-08 -------------------------------------------------------------- Initialization seed trial #734 of 1000; initialization seed = 493576959 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 63 BIC score: 498495 Distortion: 0.0358292 Distortions/cluster: 2.82748e-06 1.90529e-06 3.88288e-06 3.67798e-06 4.81569e-35 0.0356196 2.55862e-06 1.68011e-06 4.85634e-06 2.76167e-06 2.60792e-06 3.10689e-06 2.15695e-06 2.61601e-06 3.56898e-06 0 2.37044e-35 2.95525e-06 1.97807e-06 1.75971e-06 1.3182e-06 4.74555e-06 0 2.58383e-06 6.45786e-06 3.74724e-06 5.18454e-06 5.25522e-06 3.64681e-06 3.72786e-06 1.08283e-34 4.56695e-06 4.13015e-06 2.71612e-06 5.38657e-06 2.67004e-06 1.77053e-06 4.97274e-06 3.37963e-06 4.19737e-06 0 2.42318e-06 2.00825e-06 0 4.64097e-06 2.69292e-06 0 3.37855e-06 3.58915e-06 1.27749e-35 2.63292e-06 3.46436e-06 3.20542e-06 3.77823e-06 1.81991e-06 1.49144e-06 1.96157e-06 2.89226e-06 2.88757e-06 0 0 3.59124e-06 2.97318e-06 2.17223e-06 3.62957e-06 9.85484e-06 1.86145e-06 0 4.4545e-06 3.00238e-06 3.72415e-06 2.93189e-06 2.76178e-06 0 2.34547e-06 8.16378e-06 Variance: 6.13094e-06 Variances/cluster: 2.26178e-08 2.29532e-08 4.08699e-08 4.08629e-08 2.67973e-31 0.035575 1.98325e-08 2.62486e-08 2.59612e-08 2.2634e-08 3.52304e-08 3.74211e-08 2.59788e-08 3.3536e-08 2.09921e-08 0 0 2.66215e-08 2.56861e-08 1.99944e-08 1.75744e-08 2.98436e-08 0 2.60963e-08 4.0355e-07 3.90208e-08 1.3639e-07 1.75159e-06 4.39237e-08 2.60605e-08 0 1.69132e-07 4.04882e-08 3.05155e-08 3.68912e-08 4.76633e-08 2.01178e-08 3.12722e-08 4.9696e-08 2.69039e-08 0 3.61549e-08 2.9971e-08 0 4.29579e-08 5.27978e-08 0 2.4304e-08 3.04138e-08 0 1.95008e-08 4.27664e-08 3.5604e-08 2.5186e-08 3.36909e-08 1.7141e-08 3.77099e-08 2.43023e-08 3.03928e-08 0 0 3.77902e-08 3.3025e-08 1.6969e-08 3.18355e-08 8.95767e-07 1.82479e-08 0 3.94076e-08 2.77907e-08 3.12928e-08 5.5302e-08 4.18324e-08 0 2.57721e-08 9.38273e-08 -------------------------------------------------------------- Initialization seed trial #735 of 1000; initialization seed = 493576960 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 688903 Distortion: 0.000494252 Distortions/cluster: 2.6999e-06 4.28005e-06 3.43074e-06 2.26033e-06 3.46211e-06 2.85499e-06 2.66496e-06 1.93737e-06 5.86649e-06 2.45348e-05 4.92366e-06 0 2.71267e-06 1.08283e-34 2.37044e-35 4.24804e-06 0.000271944 3.72671e-06 1.59192e-05 2.27213e-06 3.53196e-06 4.28267e-06 3.24e-06 3.21837e-06 6.16345e-06 3.25193e-06 5.77939e-06 0 2.33112e-06 1.27749e-35 2.78428e-06 3.45649e-06 5.67478e-06 5.56158e-06 1.34574e-06 1.43243e-06 4.38249e-06 2.36195e-06 3.16865e-06 0 3.36018e-06 9.64317e-35 2.01697e-06 4.27414e-06 1.68633e-06 0 3.31972e-06 1.85218e-06 2.62862e-06 4.86738e-06 1.74596e-06 3.0007e-06 1.75e-06 1.76128e-06 0 3.09321e-06 1.52193e-06 0 0 2.75265e-06 4.14993e-06 1.22554e-06 2.50201e-06 3.9131e-06 1.54465e-06 3.22942e-06 0 0 3.30656e-06 3.69397e-06 0 0 1.83456e-06 0 2.56906e-06 4.94695e-06 Variance: 8.45743e-08 Variances/cluster: 2.4767e-08 4.07492e-08 3.81068e-08 2.1943e-08 4.22069e-08 1.0977e-07 3.09777e-08 2.72842e-08 3.153e-08 2.72576e-06 2.79728e-08 0 4.2382e-08 0 0 2.88888e-08 3.27612e-06 3.68951e-08 7.5794e-07 3.19991e-08 3.42878e-08 4.19843e-08 2.23429e-08 3.78507e-08 3.03518e-08 3.06759e-08 4.21713e-08 0 4.08931e-08 0 2.30086e-08 3.75583e-08 2.56756e-08 3.75751e-08 2.28063e-08 2.42759e-08 3.56271e-08 2.46015e-08 3.4061e-08 0 4.86836e-08 6.86694e-32 4.91901e-08 1.64378e-07 1.85295e-08 0 3.56843e-08 1.85201e-08 2.4337e-08 4.30704e-08 1.8185e-08 2.56446e-08 2.53594e-08 1.67726e-08 0 2.22507e-08 2.08465e-08 0 0 1.14655e-07 3.77154e-08 1.97651e-08 2.40553e-08 3.10536e-08 2.86021e-08 3.79898e-08 0 0 2.46736e-08 3.88804e-08 0 0 2.01579e-08 0 1.91699e-08 4.26325e-08 -------------------------------------------------------------- Initialization seed trial #736 of 1000; initialization seed = 493576961 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 67 BIC score: 722920 Distortion: 0.000230089 Distortions/cluster: 2.45348e-05 1.85043e-06 3.69089e-06 4.81569e-35 3.98107e-06 1.59606e-06 3.75042e-06 2.884e-06 5.01219e-06 4.56695e-06 2.92021e-06 2.88135e-06 3.73299e-06 2.57854e-06 3.15566e-06 5.67207e-06 2.51878e-06 9.64317e-35 2.32255e-06 4.64593e-06 2.87057e-06 2.23956e-06 3.02173e-06 8.55988e-06 2.3204e-06 4.27322e-06 2.37044e-35 2.09624e-06 2.46681e-06 3.41213e-06 4.43968e-06 4.92211e-06 2.54307e-06 2.8914e-06 5.7996e-06 0 1.95784e-06 0 2.60183e-06 3.52609e-06 0 2.6753e-06 3.31517e-06 0 1.27749e-35 1.59192e-05 2.55392e-06 0 3.60383e-06 2.42209e-06 4.37416e-06 4.18196e-06 2.97693e-06 0 2.48278e-06 0 0 3.48732e-06 5.2975e-06 4.6742e-06 0 2.90543e-06 2.55317e-06 2.99721e-06 1.76236e-06 0 3.89907e-06 2.47437e-06 1.08283e-34 2.51006e-06 2.13412e-06 2.56615e-06 3.65242e-06 2.43277e-06 0 0 Variance: 3.93718e-08 Variances/cluster: 2.72576e-06 2.64323e-08 4.05567e-08 2.67973e-31 4.85454e-08 3.25619e-08 2.14291e-08 2.07463e-08 2.66583e-08 1.69132e-07 2.17907e-08 3.94675e-08 2.19569e-08 2.38733e-08 3.58487e-08 2.93793e-08 2.62341e-08 6.86694e-32 3.22471e-08 2.90345e-08 3.08636e-08 3.49816e-08 4.64726e-08 9.61687e-08 3.1776e-08 4.27285e-08 0 2.5877e-08 2.24234e-08 3.92069e-08 3.17017e-08 1.32986e-07 2.73418e-08 3.65971e-08 5.41972e-08 0 2.64549e-08 0 5.30826e-08 3.20448e-08 0 5.45931e-08 4.53982e-08 0 0 7.5794e-07 2.50355e-08 0 2.92897e-08 2.10598e-08 2.6833e-08 4.22293e-08 3.71994e-08 0 1.95472e-08 0 0 3.32098e-08 3.09694e-08 4.13512e-08 0 2.46197e-08 2.80543e-08 3.08965e-08 2.51743e-08 0 1.89259e-08 1.91789e-08 0 2.91841e-08 2.13387e-08 2.88307e-08 3.65211e-08 4.58874e-08 0 0 -------------------------------------------------------------- Initialization seed trial #737 of 1000; initialization seed = 493576962 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 498523 Distortion: 0.0358264 Distortions/cluster: 2.20617e-06 4.17387e-06 3.25918e-06 2.81261e-06 2.62456e-06 2.09246e-06 2.53751e-06 3.09536e-06 2.69486e-06 2.37044e-35 3.11734e-06 2.12387e-06 3.56211e-06 4.09935e-06 6.07734e-06 9.85484e-06 3.28109e-06 2.98953e-06 3.84548e-06 1.6263e-06 2.54938e-06 3.45482e-06 2.10811e-06 6.30113e-06 3.00927e-06 0.0356196 1.78111e-06 0 3.11796e-06 4.66426e-06 0 5.03438e-06 3.05116e-06 3.20846e-06 3.90793e-06 6.45786e-06 1.96483e-06 4.75216e-06 3.75407e-06 3.28288e-06 4.91834e-06 2.60895e-06 3.6077e-06 0 0 0 0 0 2.23935e-06 2.9995e-06 1.08283e-34 2.96261e-06 1.27749e-35 0 2.4608e-06 2.26146e-06 2.54175e-06 3.96258e-06 1.8304e-06 2.25197e-06 2.17834e-06 2.49208e-06 2.31413e-06 3.23017e-06 3.15936e-06 2.45342e-06 3.53739e-06 3.84514e-06 4.81569e-35 3.41489e-06 0 3.05856e-06 3.27434e-06 2.62785e-06 2.84627e-06 5.25522e-06 Variance: 6.13045e-06 Variances/cluster: 1.93501e-08 4.17361e-08 3.16396e-08 2.58013e-08 3.45225e-08 2.11341e-08 2.51209e-08 3.64131e-08 3.20716e-08 0 2.30894e-08 3.9319e-08 3.49114e-08 2.69671e-08 3.51175e-08 8.95767e-07 3.72728e-08 2.69303e-08 3.73226e-08 1.93584e-08 1.99153e-08 3.5606e-08 2.60237e-08 5.43153e-08 4.17828e-08 0.035575 1.48415e-07 0 2.53471e-08 2.48018e-08 0 7.51328e-08 2.22693e-08 2.32477e-08 3.20217e-08 4.0355e-07 1.96461e-08 3.68353e-08 1.10403e-07 3.21745e-08 4.03009e-08 1.04322e-07 3.60739e-08 0 0 0 0 0 2.13246e-08 2.91188e-08 0 4.55641e-08 0 0 1.11816e-07 1.72616e-08 2.19094e-08 3.84591e-08 2.69151e-08 2.58817e-08 2.36751e-08 3.77463e-08 1.97772e-08 2.3405e-08 3.39685e-08 3.10531e-08 3.57281e-08 4.17914e-08 2.67973e-31 3.83661e-08 0 3.72966e-08 2.11229e-08 3.41248e-08 3.69523e-08 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #738 of 1000; initialization seed = 493576963 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 723190 Distortion: 0.000227629 Distortions/cluster: 2.85499e-06 5.72708e-06 3.83094e-06 2.37044e-35 4.49468e-06 3.61879e-06 7.76697e-06 2.67685e-06 3.45786e-06 1.93952e-06 2.42464e-06 3.34791e-06 3.70671e-06 4.81569e-35 1.92178e-06 1.77966e-06 2.45348e-05 1.7282e-06 2.94865e-06 5.076e-06 1.27749e-35 0 3.40823e-06 3.22007e-06 0 3.15524e-06 2.5723e-06 2.75265e-06 0 3.05406e-06 4.02708e-06 1.78175e-06 3.06982e-06 2.43378e-06 2.45133e-06 4.27414e-06 2.11458e-06 2.52498e-06 1.79362e-06 2.42792e-06 4.50333e-06 4.4972e-06 3.25372e-06 9.64317e-35 0 4.34681e-06 2.25677e-06 3.37065e-06 0 2.74987e-06 2.47199e-06 1.74372e-06 4.10953e-06 1.97861e-06 2.30105e-06 4.68378e-06 4.19732e-06 3.70674e-06 3.69158e-06 3.44313e-06 0 2.93305e-06 5.52151e-06 0 2.23061e-06 3.02673e-06 0 1.89491e-06 2.15593e-06 3.10121e-06 0 2.19464e-06 0 2.44777e-06 1.08283e-34 1.59192e-05 Variance: 3.89509e-08 Variances/cluster: 1.0977e-07 4.14872e-08 2.69761e-08 0 4.1232e-08 3.38097e-08 9.03049e-08 2.02774e-08 3.26184e-08 3.34371e-08 2.57911e-08 3.98429e-08 5.00863e-08 2.67973e-31 2.06624e-08 3.48922e-08 2.72576e-06 4.67048e-08 3.59475e-08 4.30032e-08 0 0 2.39937e-08 2.90002e-08 0 2.7198e-08 2.59806e-08 1.14655e-07 0 3.08463e-08 3.0043e-08 2.47437e-08 4.79516e-08 3.57881e-08 2.78537e-08 1.64378e-07 2.74597e-08 3.65916e-08 2.89269e-08 2.22722e-08 3.84785e-08 3.71551e-08 2.16892e-08 6.86694e-32 0 2.3751e-08 2.85634e-08 2.18854e-08 0 2.0519e-08 2.49674e-08 2.00409e-08 2.16272e-08 2.95287e-08 2.77208e-08 4.18055e-08 4.03456e-08 2.74549e-08 4.73237e-08 3.74131e-08 0 3.0235e-08 3.28552e-08 0 2.32328e-08 3.98219e-08 0 3.50887e-08 2.01465e-08 2.06729e-08 0 3.13493e-08 0 1.98989e-08 0 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #739 of 1000; initialization seed = 493576964 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 594750 Distortion: 0.00412373 Distortions/cluster: 2.36687e-06 2.4572e-06 2.3741e-06 3.36357e-06 3.85766e-06 2.65704e-06 1.86123e-06 1.56503e-06 5.25211e-06 9.85484e-06 4.56695e-06 2.11866e-06 2.68257e-06 6.33891e-06 2.15085e-06 1.61132e-06 2.20655e-06 2.13689e-06 1.77836e-06 1.28623e-06 3.83831e-06 1.03604e-05 2.06059e-06 1.54152e-06 2.00464e-06 1.89442e-06 7.77411e-06 0.00391362 2.59243e-06 1.70062e-06 3.38451e-06 3.22084e-06 2.29233e-06 9.64317e-35 3.29607e-06 2.37044e-35 2.57045e-06 6.26243e-06 6.22525e-06 0 4.24743e-06 2.29399e-06 1.71586e-06 2.54183e-06 1.49733e-06 0 4.36837e-06 2.77819e-06 0 4.38143e-06 5.25815e-06 1.75606e-06 3.6392e-06 1.74986e-06 1.90751e-06 1.89153e-06 8.78887e-06 5.9104e-06 2.1521e-06 2.08303e-06 1.48944e-06 6.18349e-06 1.94739e-06 2.05839e-06 2.22308e-06 4.58874e-06 0 0 0 5.25522e-06 0 2.02305e-06 0 0 1.87592e-06 4.81569e-35 Variance: 7.05635e-07 Variances/cluster: 1.97222e-08 3.07123e-08 2.44723e-08 3.73707e-08 4.43262e-08 4.58071e-08 5.81586e-08 2.56539e-08 4.07007e-08 8.95767e-07 1.69132e-07 3.07026e-08 2.27316e-08 4.91242e-08 3.41374e-08 3.03995e-08 1.80849e-08 3.18914e-08 3.48667e-08 3.38452e-08 2.31203e-08 4.68643e-08 3.67841e-08 2.02808e-08 2.53726e-08 1.85711e-08 3.51656e-08 0.00391989 2.29399e-08 3.20844e-08 3.84477e-08 2.66158e-08 2.86518e-08 6.86694e-32 2.74648e-08 0 3.52089e-08 4.891e-08 4.20489e-08 0 2.63793e-08 3.27685e-08 1.63401e-08 1.84169e-08 1.78233e-08 0 4.23979e-08 2.22235e-08 0 2.23523e-08 1.34779e-07 2.11554e-08 2.17897e-08 1.98825e-08 2.64909e-08 2.14927e-08 3.12669e-08 3.93959e-07 2.72393e-08 2.23956e-08 5.13546e-08 9.97238e-08 2.52878e-08 3.74222e-08 1.30756e-07 3.98895e-08 0 0 0 1.75159e-06 0 2.80956e-08 0 0 2.15604e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #740 of 1000; initialization seed = 493576965 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 75 BIC score: 498720 Distortion: 0.0358453 Distortions/cluster: 2.75265e-06 2.37467e-06 2.44758e-06 4.35423e-06 2.08865e-06 2.85086e-06 2.28061e-06 5.20145e-06 2.65819e-06 2.14624e-06 3.89965e-06 2.27342e-06 2.69237e-06 1.94654e-06 3.29403e-06 2.37848e-06 5.6132e-06 5.02889e-06 6.31139e-06 3.46184e-06 4.09276e-06 3.48148e-06 1.27749e-35 3.26085e-06 2.50858e-06 3.46231e-06 1.59192e-05 2.58871e-06 4.76065e-06 2.60895e-06 1.83461e-06 2.37044e-35 2.47462e-06 3.67291e-06 2.76691e-06 4.4439e-06 2.66461e-06 1.08283e-34 0 0 2.38176e-06 3.00559e-06 4.81569e-35 0 4.03185e-06 5.03811e-06 0 0 3.3717e-06 3.51786e-06 2.28244e-06 3.21607e-06 2.21534e-06 3.2236e-06 4.47534e-06 0 3.08163e-06 2.77493e-06 3.17066e-06 0.0356196 0 3.42208e-06 1.78111e-06 2.45348e-05 1.91943e-06 0 0 0 3.45612e-06 3.35666e-06 2.45626e-06 3.70841e-06 0 2.55447e-06 3.64461e-06 2.58067e-06 Variance: 6.1337e-06 Variances/cluster: 1.14655e-07 2.72924e-08 1.89713e-08 2.94179e-08 2.1095e-08 2.14332e-08 1.96587e-08 4.15978e-08 3.54398e-08 2.68256e-08 1.11408e-07 3.4964e-08 3.63713e-08 3.53801e-08 2.11137e-08 3.71613e-08 3.00073e-08 7.50508e-08 3.15465e-08 3.64284e-08 3.85983e-08 2.97537e-08 0 3.43144e-08 2.66847e-08 3.60541e-08 7.5794e-07 2.81356e-08 3.01208e-08 1.04322e-07 4.95797e-08 0 2.33434e-08 2.72043e-08 2.58559e-08 3.39199e-08 2.74677e-08 0 0 0 2.26807e-08 4.0071e-08 2.67973e-31 0 4.15618e-08 3.70331e-08 0 0 1.94879e-08 4.75344e-08 2.74969e-08 2.38204e-08 2.19317e-08 4.24029e-08 3.08616e-08 0 4.66774e-08 3.22637e-08 2.09959e-08 0.035575 0 4.12166e-08 1.48415e-07 2.72576e-06 1.95838e-08 0 0 0 3.5627e-08 2.62217e-08 3.66584e-08 2.34689e-08 0 3.36005e-08 3.87693e-08 2.63303e-08 -------------------------------------------------------------- Initialization seed trial #741 of 1000; initialization seed = 493576966 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 498811 Distortion: 0.0358493 Distortions/cluster: 4.81569e-35 2.77612e-06 4.5551e-06 7.76697e-06 4.87904e-06 2.05932e-06 4.7148e-06 1.93477e-06 3.79216e-06 4.25851e-06 3.19034e-06 3.22318e-06 1.7012e-06 4.71737e-06 1.97803e-06 4.1544e-06 5.67283e-06 4.01245e-06 5.54337e-06 3.48244e-06 2.91188e-06 2.6856e-06 2.85322e-06 4.1554e-06 2.04372e-06 1.08283e-34 0 3.3361e-06 2.79317e-06 3.02073e-06 2.81983e-06 2.10078e-06 2.85499e-06 2.84493e-06 2.37044e-35 3.36505e-06 1.27749e-35 2.00166e-06 0 0 4.27414e-06 3.29132e-06 2.31614e-06 1.79914e-06 3.93753e-06 3.94041e-06 0 0 4.58173e-06 2.1095e-06 2.33713e-06 2.32333e-06 2.49128e-06 3.59739e-06 4.31187e-06 2.45348e-05 0 0 0.0356196 2.75265e-06 0 2.17793e-06 2.74072e-06 0 3.88152e-06 0 3.47114e-06 0 2.8093e-06 0 3.96154e-06 5.41453e-06 1.59192e-05 0 3.3341e-06 3.24093e-06 Variance: 6.13438e-06 Variances/cluster: 2.67973e-31 3.46901e-08 2.55882e-08 9.03049e-08 4.2785e-08 1.94253e-08 3.25052e-08 1.93455e-08 3.86828e-08 3.08487e-08 2.95376e-08 2.23812e-08 2.15317e-08 2.82452e-08 2.47225e-08 4.11291e-08 5.40223e-08 3.89523e-08 2.82732e-08 2.85419e-08 2.7729e-08 3.08662e-08 3.7052e-08 3.70907e-08 2.83825e-08 0 0 1.91713e-08 3.36497e-08 3.77562e-08 4.77792e-08 3.33347e-08 1.0977e-07 3.23259e-08 0 3.17432e-08 0 1.88814e-08 0 0 1.64378e-07 2.35071e-08 2.22685e-08 2.24872e-08 2.3718e-08 4.23674e-08 0 0 3.01331e-08 2.08843e-08 2.36052e-08 3.62907e-08 2.37244e-08 3.49152e-08 3.81456e-08 2.72576e-06 0 0 0.035575 1.14655e-07 0 3.51163e-08 2.56112e-08 0 3.76814e-08 0 3.01812e-08 0 3.84709e-08 0 3.41482e-08 4.47333e-08 7.5794e-07 0 2.95028e-08 2.05104e-08 -------------------------------------------------------------- Initialization seed trial #742 of 1000; initialization seed = 493576967 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 493852 Distortion: 0.0397432 Distortions/cluster: 6.45786e-06 1.9806e-06 6.30931e-06 4.03661e-06 2.99713e-06 4.81569e-35 0.00391362 2.56317e-06 2.57024e-06 1.91837e-06 5.3137e-06 4.56695e-06 1.8651e-06 2.56941e-06 2.14529e-06 2.7733e-06 8.55988e-06 2.06617e-06 3.11673e-06 1.98073e-06 1.84211e-06 2.17854e-06 2.12992e-06 2.83073e-06 4.03645e-06 2.37044e-35 2.88306e-06 4.81932e-06 3.23117e-06 5.15807e-06 1.93656e-06 0 1.80256e-06 2.31039e-06 0 2.16538e-06 3.26348e-06 5.25815e-06 2.97646e-06 4.37482e-06 1.94704e-06 5.63029e-06 9.85484e-06 2.31466e-06 1.91398e-06 3.61348e-06 2.07859e-06 5.32307e-06 2.60252e-06 5.25522e-06 3.49046e-06 5.29805e-06 1.95957e-06 0 1.99174e-06 3.06044e-06 1.97639e-06 0 1.70202e-06 0 5.01589e-06 3.59396e-06 0 0 2.66323e-06 0.0356196 0 0 2.16596e-06 2.2092e-06 2.86023e-06 4.60674e-06 3.8176e-06 0 2.44332e-06 3.69153e-06 Variance: 6.80069e-06 Variances/cluster: 4.0355e-07 2.50687e-08 4.20485e-08 4.20444e-08 3.36727e-08 2.67973e-31 0.00391989 3.66139e-08 2.88767e-08 3.36534e-08 2.79577e-08 1.69132e-07 1.86493e-08 3.42558e-08 2.04291e-08 1.9392e-08 9.61687e-08 2.58241e-08 2.96805e-08 2.91259e-08 4.97824e-08 1.96242e-08 2.39296e-08 2.62082e-08 3.99517e-08 0 2.62073e-08 2.9739e-08 4.3068e-08 3.22274e-08 3.58601e-08 0 2.00266e-08 2.28726e-08 0 1.96836e-08 2.05232e-08 1.34779e-07 4.07609e-08 2.89698e-08 2.23777e-08 3.63127e-08 8.95767e-07 2.89304e-08 2.69553e-08 3.54231e-08 2.03765e-08 4.62722e-08 3.56482e-08 1.75159e-06 3.8344e-08 4.77159e-08 1.74946e-08 0 2.42873e-08 2.44813e-08 2.82309e-08 0 1.97892e-08 0 4.86829e-08 3.59284e-08 0 0 2.23781e-08 0.035575 0 0 2.14426e-08 1.84078e-08 2.64813e-08 3.90273e-08 5.22912e-08 0 2.77623e-08 4.19455e-08 -------------------------------------------------------------- Initialization seed trial #743 of 1000; initialization seed = 493576968 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498986 Distortion: 0.0358316 Distortions/cluster: 8.55988e-06 2.76759e-06 2.37044e-35 2.22308e-06 1.14315e-06 1.21214e-06 4.60882e-06 9.85484e-06 2.99909e-06 2.83203e-06 1.60636e-06 4.18985e-06 1.47303e-06 2.90328e-06 2.86711e-06 0 6.0279e-06 1.36483e-06 5.9104e-06 3.05778e-06 3.05824e-06 3.45492e-06 3.08223e-06 5.35984e-06 5.38138e-06 3.24504e-06 0 3.98461e-06 4.3214e-06 1.34437e-06 2.59548e-06 4.3468e-06 3.24311e-06 1.08283e-34 5.63947e-06 3.06685e-06 3.16366e-06 2.05817e-06 3.514e-06 0 5.25522e-06 5.20247e-06 1.4664e-06 1.27749e-35 5.25815e-06 3.35209e-06 0 0 4.56695e-06 4.50754e-06 1.75464e-06 1.91146e-06 2.98774e-06 1.96113e-06 2.19777e-06 0 2.82572e-06 0 1.76735e-06 0 2.21893e-06 0 1.76618e-06 4.81569e-35 4.10739e-06 5.78582e-06 3.29439e-06 4.25112e-06 2.58831e-06 1.00576e-05 4.88599e-06 0 1.63743e-06 0.0356196 0 0 Variance: 6.13135e-06 Variances/cluster: 9.61687e-08 3.594e-08 0 1.30756e-07 2.65817e-08 2.12631e-08 2.27016e-08 8.95767e-07 3.94486e-08 2.52833e-08 1.88962e-08 2.3405e-08 1.77453e-08 2.61532e-08 3.04985e-08 0 3.76623e-08 1.81955e-08 3.93959e-07 4.07678e-08 2.73033e-08 2.17272e-08 3.90123e-08 4.02865e-08 3.24074e-08 3.48899e-08 0 2.32998e-08 4.07545e-08 2.13373e-08 3.01773e-08 3.8798e-08 1.93025e-08 0 2.89109e-08 3.03623e-08 2.98433e-08 3.54833e-08 4.44674e-08 0 1.75159e-06 5.53406e-08 1.9042e-08 0 1.34779e-07 2.20513e-08 0 0 1.69132e-07 2.69889e-08 2.33924e-08 3.08272e-08 3.87984e-08 2.28013e-08 2.55532e-08 0 2.31596e-08 0 2.07904e-08 0 2.77341e-08 0 2.29354e-08 2.67973e-31 4.14752e-08 4.78024e-08 1.97252e-08 3.32011e-08 3.75084e-08 4.42917e-08 4.74221e-08 0 1.97257e-08 0.035575 0 0 -------------------------------------------------------------- Initialization seed trial #744 of 1000; initialization seed = 493576969 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 717617 Distortion: 0.000258965 Distortions/cluster: 2.65587e-06 3.5164e-06 2.80762e-06 3.38252e-06 6.14135e-06 5.21606e-06 3.51201e-06 9.64317e-35 1.81354e-06 4.32521e-06 2.53408e-06 2.57063e-06 5.11331e-06 2.97612e-06 3.52348e-06 3.25789e-06 2.24316e-06 3.36174e-06 2.50127e-06 1.27749e-35 2.37044e-35 2.08682e-06 1.57649e-06 2.1385e-06 3.39064e-06 0 1.08283e-34 5.2913e-06 0 2.52776e-06 4.97934e-06 2.6504e-06 2.40999e-06 1.96907e-06 4.35604e-05 1.91679e-06 0 1.83826e-06 3.85788e-06 1.82351e-06 2.78372e-06 3.26922e-06 2.95677e-06 0 3.05011e-06 0 3.50972e-06 4.57591e-06 7.31247e-06 3.71481e-06 2.75857e-06 4.81569e-35 0 0 2.02536e-06 0 2.51734e-06 1.75735e-06 4.73855e-06 3.22524e-06 0 2.19319e-06 7.0718e-06 0 0 1.76717e-06 4.27559e-06 4.1211e-06 0 2.50082e-06 0 3.71792e-06 3.14299e-05 3.47438e-06 4.5607e-06 2.1883e-06 Variance: 4.4313e-08 Variances/cluster: 1.89688e-08 2.39188e-08 3.42363e-08 3.56023e-08 4.51424e-08 2.94596e-08 3.0529e-08 6.86694e-32 2.38596e-08 3.86053e-08 2.78446e-08 4.58888e-08 1.7043e-07 3.76694e-08 8.00713e-08 4.12354e-08 2.33642e-08 4.00182e-08 2.81018e-08 0 0 2.57607e-08 2.02095e-08 1.81208e-08 3.05437e-08 0 0 1.35629e-07 0 2.68887e-08 4.48448e-08 1.74353e-08 3.95053e-08 2.34393e-08 2.7222e-06 2.5555e-08 0 2.16247e-08 3.44342e-08 2.17059e-08 2.19171e-08 4.30018e-08 2.09681e-08 0 3.35146e-08 0 2.61834e-08 2.54195e-08 5.22163e-08 5.30641e-08 2.12179e-08 2.67973e-31 0 0 2.02512e-08 0 2.35245e-08 1.90994e-08 4.04875e-08 3.32472e-08 0 2.6107e-08 4.71301e-08 0 0 4.10931e-08 2.90762e-08 2.39578e-08 0 2.50052e-08 0 2.69385e-08 3.11154e-07 4.08716e-08 3.76796e-08 2.6049e-08 -------------------------------------------------------------- Initialization seed trial #745 of 1000; initialization seed = 493576970 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 56 BIC score: 498047 Distortion: 0.0358229 Distortions/cluster: 2.49513e-06 1.91077e-06 1.92421e-06 4.27743e-06 1.08283e-34 3.60098e-06 2.01118e-06 9.85484e-06 2.56873e-06 0 1.14381e-06 1.74498e-06 4.02688e-06 3.71028e-06 3.58322e-06 2.75265e-06 2.63839e-06 0.0356196 2.82076e-06 4.72877e-06 5.52783e-06 3.91893e-06 1.58404e-06 2.13416e-06 3.75742e-06 2.79186e-06 5.10738e-06 2.24352e-06 1.29536e-06 1.50124e-06 5.03438e-06 2.5881e-06 4.96685e-06 5.25522e-06 2.14424e-06 3.16469e-06 1.90414e-06 4.41016e-06 3.06095e-06 2.98915e-06 2.37011e-06 4.0484e-06 1.72414e-06 2.01711e-06 3.18192e-06 4.68378e-06 2.42267e-06 2.1093e-06 2.37044e-35 1.6718e-06 0 4.02906e-06 1.32405e-06 1.85809e-06 0 4.81569e-35 1.90607e-06 2.85765e-06 2.21486e-06 3.80059e-06 2.53686e-06 3.07301e-06 2.60895e-06 5.9104e-06 2.46153e-06 1.32021e-06 2.30817e-06 2.80269e-06 0 2.48629e-06 2.33004e-06 3.75407e-06 1.27749e-35 2.27584e-06 3.00133e-06 3.05414e-06 Variance: 6.12985e-06 Variances/cluster: 2.35366e-08 2.32993e-08 1.48005e-07 4.23482e-08 0 3.53007e-08 1.8449e-08 8.95767e-07 2.1953e-08 0 1.68187e-08 2.90805e-08 4.52418e-08 3.37189e-08 3.65518e-08 1.14655e-07 3.56508e-08 0.035575 2.20353e-08 6.22149e-08 4.09335e-08 4.0388e-08 2.32919e-08 2.80783e-08 4.8783e-08 2.32635e-08 4.11753e-08 2.60851e-08 1.85035e-08 3.57318e-08 7.51328e-08 2.61399e-08 3.084e-08 1.75159e-06 2.33049e-08 2.57207e-08 2.29394e-08 3.93635e-08 2.06803e-08 4.09346e-08 2.30031e-08 4.08894e-08 3.37953e-08 1.75385e-08 2.79091e-08 4.10723e-08 2.24295e-08 3.05593e-08 0 2.11601e-08 0 3.66169e-08 2.17037e-08 1.73638e-08 0 2.67973e-31 1.86848e-08 2.0857e-08 2.08931e-08 3.61932e-08 4.87815e-08 2.92643e-08 1.04322e-07 3.93959e-07 4.64399e-08 2.44456e-08 3.16163e-08 3.14881e-08 0 2.9248e-08 2.26197e-08 1.10403e-07 0 2.44633e-08 2.58706e-08 2.09169e-08 -------------------------------------------------------------- Initialization seed trial #746 of 1000; initialization seed = 493576971 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 594490 Distortion: 0.0041465 Distortions/cluster: 1.80681e-06 1.74728e-06 3.21774e-06 1.41149e-06 7.34266e-06 1.90504e-06 4.45984e-06 1.22911e-06 9.64317e-35 3.10822e-06 2.52274e-06 2.37044e-35 5.13282e-06 4.56695e-06 3.27856e-06 0 0.00391362 3.82537e-06 2.64481e-06 4.82379e-06 4.1299e-06 2.83047e-06 5.83615e-06 0 3.07902e-06 3.79455e-06 0 4.48395e-06 1.51994e-06 4.52033e-06 2.67763e-06 2.36354e-06 2.00634e-06 1.97155e-06 3.0821e-06 0 3.96475e-06 3.59426e-06 2.45348e-05 5.54074e-06 4.43609e-06 0 0 6.53833e-06 1.53051e-06 4.16757e-06 2.39611e-06 0 2.55446e-06 1.73115e-06 2.81509e-06 1.72378e-06 2.20515e-06 0 4.81569e-35 8.29035e-06 3.83027e-06 2.20616e-06 3.16589e-06 0 4.25491e-06 5.02345e-06 2.50133e-06 2.95677e-06 1.94379e-06 1.59192e-05 0 0 2.99293e-06 0 0 3.22754e-06 6.8981e-06 2.75036e-06 1.41772e-06 2.44881e-06 Variance: 7.09531e-07 Variances/cluster: 3.01108e-08 2.2399e-08 2.18875e-08 2.04544e-08 3.33649e-08 5.01283e-08 2.97296e-08 2.01475e-08 6.86694e-32 3.53176e-08 2.44898e-08 0 4.17169e-08 1.69132e-07 4.04627e-08 0 0.00391989 4.11294e-08 3.47974e-08 3.88887e-08 2.64714e-08 3.01085e-08 4.82182e-08 0 2.29759e-08 3.83169e-08 0 4.15044e-08 2.05377e-08 3.89556e-08 2.52585e-08 1.84635e-08 1.89255e-08 1.65662e-08 2.31713e-08 0 3.70505e-08 4.03824e-08 2.72576e-06 1.38473e-07 4.39072e-08 0 0 4.7364e-08 1.82182e-08 4.2093e-08 3.80306e-08 0 3.07736e-08 2.24798e-08 2.93213e-08 1.75881e-08 2.65656e-08 0 2.67973e-31 9.41992e-08 2.21383e-08 1.95213e-08 3.26351e-08 0 2.6921e-08 4.78276e-08 2.50111e-08 3.51968e-08 3.96655e-08 7.5794e-07 0 0 3.21791e-08 0 0 2.93387e-08 3.26816e-08 2.52301e-08 2.67463e-08 2.66152e-08 -------------------------------------------------------------- Initialization seed trial #747 of 1000; initialization seed = 493576972 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 498492 Distortion: 0.0358294 Distortions/cluster: 1.99682e-06 5.25522e-06 1.20812e-06 2.44683e-06 3.75658e-06 2.28266e-06 2.09437e-06 2.25347e-06 2.50907e-06 2.37044e-35 5.9104e-06 4.95835e-06 2.95672e-06 4.72697e-06 4.81569e-35 1.83308e-06 2.7403e-06 1.90244e-06 1.08283e-34 2.36967e-06 2.35546e-06 2.68123e-06 5.02013e-06 1.84368e-06 3.65067e-06 3.27261e-06 0 5.47262e-06 1.60558e-06 2.34598e-06 1.56647e-06 4.54634e-06 2.01571e-06 2.3848e-06 0 2.6383e-06 2.39145e-06 3.72144e-06 4.03062e-06 2.90469e-06 2.50508e-06 0.0356196 3.23897e-06 4.56695e-06 0 2.37502e-06 3.02127e-06 1.27749e-35 4.20198e-06 1.70946e-06 9.85484e-06 0 5.82369e-06 8.29035e-06 1.54623e-06 2.58101e-06 5.77623e-06 2.85377e-06 4.07825e-06 5.43143e-06 2.59077e-06 2.16713e-06 0 2.65832e-06 4.86388e-06 0 3.61008e-06 0 0 3.11218e-06 0 3.91235e-06 2.29757e-06 2.67806e-06 4.74267e-06 3.74196e-06 Variance: 6.13098e-06 Variances/cluster: 2.69817e-08 1.75159e-06 1.88747e-08 2.02199e-08 4.12675e-08 3.30791e-08 1.95718e-08 2.23091e-08 2.81894e-08 0 3.93959e-07 4.72078e-08 2.46372e-08 4.1818e-08 2.67973e-31 2.08286e-08 1.83897e-08 5.00597e-08 0 4.23123e-08 2.26466e-08 3.30987e-08 1.32065e-07 3.47837e-08 2.31035e-08 3.67687e-08 0 5.21044e-08 2.14058e-08 2.32255e-08 2.74794e-08 3.09248e-08 2.79934e-08 2.77271e-08 0 2.89895e-08 3.98541e-08 2.90641e-08 4.68521e-08 4.20935e-08 2.45567e-08 0.035575 2.76811e-08 1.69132e-07 0 2.21938e-08 3.77625e-08 0 4.03903e-08 1.89917e-08 8.95767e-07 0 4.09987e-08 9.41992e-08 1.88543e-08 3.35168e-08 2.90167e-08 1.94117e-08 3.84614e-08 2.87284e-08 2.0398e-08 2.43477e-08 0 3.6412e-08 3.60171e-08 0 4.45649e-08 0 0 2.43118e-08 0 2.9194e-08 1.9635e-08 2.84876e-08 4.01792e-08 4.40098e-08 -------------------------------------------------------------- Initialization seed trial #748 of 1000; initialization seed = 493576973 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 494062 Distortion: 0.039762 Distortions/cluster: 4.42509e-06 2.27612e-06 2.37306e-06 5.30096e-06 2.31241e-06 2.15839e-06 3.08862e-06 4.74693e-06 0.0356196 3.41293e-06 2.09234e-06 2.0703e-06 5.27769e-06 3.35744e-06 3.66201e-06 2.55228e-06 2.09607e-06 2.45046e-06 1.95474e-06 5.02013e-06 0 4.70988e-06 2.18169e-06 3.35931e-06 3.47053e-06 2.46171e-06 2.83789e-06 3.5656e-06 0.00391362 2.37044e-35 0 1.73668e-06 2.17938e-06 1.73482e-06 2.19103e-06 4.58623e-06 2.50282e-06 2.18067e-06 2.09117e-06 2.23472e-06 4.65009e-06 0 0 5.75845e-06 2.02694e-06 4.83829e-06 2.61703e-06 4.54233e-06 4.10511e-06 2.45348e-05 3.19541e-06 1.78111e-06 4.9181e-06 0 1.59192e-05 4.81569e-35 2.85441e-06 2.93093e-06 2.74783e-06 5.31184e-06 3.31984e-06 0 2.22224e-06 5.3634e-06 3.64439e-06 4.31242e-06 0 4.81873e-06 1.93013e-06 0 1.6159e-06 1.53041e-06 0 0 0 2.70942e-06 Variance: 6.80391e-06 Variances/cluster: 3.56831e-08 2.39569e-08 3.59523e-08 3.04626e-08 2.38372e-08 2.05539e-08 5.41816e-08 2.79207e-08 0.035575 2.15989e-08 3.48696e-08 2.83576e-08 3.17829e-08 5.41342e-08 1.07697e-07 3.1507e-08 3.43586e-08 5.83389e-08 3.05401e-08 1.32065e-07 0 3.99012e-08 1.98312e-08 3.73234e-08 2.10317e-08 2.48628e-08 2.80955e-08 5.09218e-08 0.00391989 0 0 2.01922e-08 3.11312e-08 2.04072e-08 2.54747e-08 2.97777e-08 3.73526e-08 1.9127e-08 3.07497e-08 1.94301e-08 3.57585e-08 0 0 2.98267e-08 3.02501e-08 3.9323e-08 3.39761e-08 4.24378e-08 2.44327e-08 2.72576e-06 1.89061e-08 1.48415e-07 3.41424e-08 0 7.5794e-07 2.67973e-31 2.22981e-08 4.30983e-08 3.92428e-08 3.06941e-08 2.07472e-08 0 2.19998e-08 7.88657e-08 4.85759e-08 4.02897e-08 0 5.23617e-08 3.32751e-08 0 2.7858e-08 2.28399e-08 0 0 0 3.26409e-08 -------------------------------------------------------------- Initialization seed trial #749 of 1000; initialization seed = 493576974 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 595102 Distortion: 0.00413031 Distortions/cluster: 4.74548e-06 2.76187e-06 0.00391362 2.50322e-06 9.64317e-35 2.96792e-06 4.03954e-06 3.53157e-06 2.26295e-06 2.10659e-06 1.81152e-06 1.34713e-06 4.56695e-06 4.26957e-06 1.85031e-06 2.62241e-06 0 4.40451e-06 8.66831e-06 2.91541e-06 2.37044e-35 9.85484e-06 3.5881e-06 6.1466e-06 2.22849e-06 2.02353e-06 2.67814e-06 2.52079e-06 6.45786e-06 2.66012e-06 3.52597e-06 4.77963e-06 2.37633e-06 3.58353e-06 5.25815e-06 1.64429e-06 5.81267e-06 3.25798e-06 0 4.81569e-35 0 1.89944e-06 1.11373e-05 1.75425e-06 2.71225e-06 3.4188e-06 0 2.17776e-06 2.72656e-06 3.75151e-06 0 3.24283e-06 0 0 0 7.46411e-06 3.04376e-06 0 0 6.079e-06 3.12174e-06 1.95102e-06 1.56624e-06 0 6.20636e-06 2.64213e-06 3.39002e-06 0 2.14867e-06 5.25522e-06 0 0 3.26565e-06 5.48811e-06 0 6.47135e-06 Variance: 7.0676e-07 Variances/cluster: 4.08959e-08 3.1743e-08 0.00391989 1.92533e-08 6.86694e-32 2.35528e-08 3.80971e-08 2.78052e-08 3.32756e-08 2.2895e-08 2.70351e-08 1.84521e-08 1.69132e-07 4.0266e-08 2.40278e-08 3.36177e-08 0 5.43719e-08 9.63048e-08 3.78595e-08 0 8.95767e-07 4.12389e-08 2.79366e-08 2.53213e-08 2.08593e-08 3.71935e-08 2.62551e-08 4.0355e-07 2.06187e-08 3.12007e-08 4.01519e-08 2.40006e-08 4.16554e-08 1.34779e-07 1.91175e-08 2.7677e-08 4.7897e-08 0 2.67973e-31 0 2.15827e-08 4.34908e-08 2.50585e-08 3.92953e-08 2.7348e-08 0 2.03511e-08 1.84211e-08 4.07748e-08 0 5.06647e-08 0 0 0 3.74959e-08 2.5362e-08 0 0 4.94079e-08 3.80574e-08 3.14653e-08 2.26966e-08 0 2.99798e-08 3.30238e-08 2.37044e-08 0 2.94312e-08 1.75159e-06 0 0 2.3662e-08 3.22724e-08 0 3.15573e-08 -------------------------------------------------------------- Initialization seed trial #750 of 1000; initialization seed = 493576975 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 727215 Distortion: 0.000208836 Distortions/cluster: 3.5146e-06 2.85499e-06 4.16166e-06 2.37232e-06 5.37616e-06 5.31169e-06 2.37044e-35 1.94797e-06 4.50473e-06 5.25522e-06 4.02033e-06 1.98803e-06 5.27275e-06 2.09592e-06 4.81569e-35 6.45786e-06 2.46831e-06 1.55152e-06 4.6625e-06 3.66401e-06 4.85713e-06 3.12013e-06 2.70262e-06 9.64317e-35 2.55601e-06 2.49712e-06 3.07343e-06 4.70382e-06 0 3.7922e-06 2.05649e-06 2.75265e-06 0 2.47622e-06 4.13141e-06 2.56638e-06 1.27749e-35 2.27677e-06 1.99535e-06 0 4.52016e-06 0 2.81562e-06 0 4.14164e-06 0 2.46657e-06 3.63057e-06 3.40388e-06 3.26149e-06 1.76576e-06 9.85484e-06 5.31025e-06 4.27414e-06 3.18347e-06 3.78748e-06 2.15876e-06 2.29563e-06 1.04109e-06 5.4236e-06 1.08283e-34 2.26311e-06 4.86486e-06 0 1.83461e-06 2.37202e-06 7.87631e-06 3.07567e-06 2.06956e-06 0 1.87413e-06 2.02121e-06 2.15197e-06 2.05949e-06 0 0 Variance: 3.57351e-08 Variances/cluster: 3.08271e-08 1.0977e-07 3.4109e-08 2.19638e-08 3.95179e-08 2.7656e-08 0 4.5298e-08 3.95022e-08 1.75159e-06 2.59353e-08 2.54851e-08 3.17532e-08 3.12799e-08 2.67973e-31 4.0355e-07 2.83689e-08 3.30088e-08 2.82551e-08 4.88387e-08 4.15015e-08 3.4665e-08 3.80533e-08 6.86694e-32 3.70404e-08 2.42414e-08 2.06253e-08 3.19884e-08 0 2.70847e-08 2.81686e-08 1.14655e-07 0 1.89002e-08 4.21434e-08 3.16806e-08 0 2.29949e-08 4.43377e-08 0 4.03453e-08 0 2.30768e-08 0 4.18311e-08 0 3.37855e-08 2.08635e-08 3.01128e-08 2.21851e-08 2.75875e-08 8.95767e-07 3.71228e-08 1.64378e-07 4.13299e-08 2.68592e-08 2.84023e-08 2.0867e-08 2.60252e-08 4.04614e-08 0 4.35174e-08 2.33867e-08 0 4.95797e-08 2.30268e-08 9.05237e-08 2.77055e-08 2.00905e-08 0 1.83722e-08 2.6947e-08 2.13047e-08 3.376e-08 0 0 -------------------------------------------------------------- Initialization seed trial #751 of 1000; initialization seed = 493576976 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498761 Distortion: 0.0360998 Distortions/cluster: 5.94234e-06 5.10172e-06 2.19142e-06 5.2787e-06 2.67027e-06 2.85499e-06 1.08283e-34 3.69447e-06 2.37044e-35 6.45786e-06 2.75265e-06 8.29649e-06 1.97755e-06 2.10341e-06 0.0356196 2.11294e-06 0 3.04105e-06 1.94175e-06 5.74166e-06 2.65419e-06 1.44789e-06 3.38684e-06 0 2.47692e-06 2.02723e-06 3.76685e-06 1.67598e-06 0 5.88107e-06 0 0 0 2.145e-06 2.14975e-06 1.81067e-06 1.4973e-06 2.03481e-06 1.55237e-06 7.705e-06 0 9.85484e-06 2.24591e-06 0 7.98131e-06 2.63275e-06 1.98602e-06 2.74247e-06 4.27414e-06 1.27749e-35 1.71504e-06 3.43068e-06 0 2.4874e-06 0 2.3631e-06 3.46405e-06 6.49985e-06 5.25522e-06 2.58393e-06 0 3.16941e-06 2.89581e-06 0 4.20337e-06 2.93496e-06 1.62912e-06 6.3897e-06 0 4.17734e-06 2.80479e-06 0.000272435 9.7253e-06 0 2.78604e-06 3.18293e-06 Variance: 6.17724e-06 Variances/cluster: 4.1835e-08 2.75744e-08 2.3311e-08 4.88617e-08 2.36286e-08 1.0977e-07 0 3.45247e-08 0 4.0355e-07 1.14655e-07 4.9368e-08 2.24695e-08 1.72395e-08 0.035575 2.15581e-08 0 2.98117e-08 3.08187e-08 3.05307e-08 2.10631e-08 1.98323e-08 2.50854e-08 0 2.52725e-08 2.70273e-08 2.72937e-08 1.90429e-08 0 4.42041e-08 0 0 0 1.75804e-08 3.6434e-08 2.62389e-08 2.10868e-08 1.93769e-08 1.87011e-08 4.53089e-08 0 8.95767e-07 2.67347e-08 0 4.45739e-08 2.50716e-08 5.09191e-08 2.63668e-08 1.64378e-07 0 2.90659e-08 2.28692e-08 0 2.10778e-08 0 2.36289e-08 5.16977e-08 3.09415e-08 1.75159e-06 3.49152e-08 0 4.16991e-08 3.86083e-08 0 2.85918e-08 3.57894e-08 1.8941e-08 4.25839e-08 0 4.17698e-08 3.64226e-08 3.16754e-06 3.87337e-08 0 2.87196e-08 2.84161e-08 -------------------------------------------------------------- Initialization seed trial #752 of 1000; initialization seed = 493576977 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 727262 Distortion: 0.000208925 Distortions/cluster: 4.0652e-06 1.60748e-06 2.75265e-06 1.59816e-06 5.83894e-06 2.48406e-06 2.75607e-06 2.20465e-06 1.48284e-06 1.27749e-35 2.35859e-06 1.67202e-06 2.95178e-06 2.31199e-06 1.91854e-06 6.47528e-06 1.53413e-06 3.02261e-06 2.61999e-06 2.48113e-06 9.64317e-35 1.01136e-05 2.37044e-35 2.9947e-06 3.82492e-06 4.81569e-35 1.90791e-06 4.8808e-06 5.25522e-06 1.84541e-06 4.32173e-06 3.16399e-06 5.46977e-06 0 0 3.05115e-06 3.39933e-06 8.80103e-06 3.07422e-06 1.88484e-06 4.33603e-06 6.45786e-06 2.21013e-06 2.71769e-06 7.05412e-06 3.67647e-06 2.85499e-06 3.03102e-06 0 3.64969e-06 3.46207e-06 2.72351e-06 3.22405e-06 1.08283e-34 4.27212e-06 3.72433e-06 2.25707e-06 2.07679e-06 0 2.61451e-06 0 0 1.98263e-06 1.78111e-06 3.34906e-06 2.45555e-06 2.32902e-06 1.90171e-06 9.85484e-06 2.04511e-06 2.19546e-06 0 0 2.02668e-06 2.53691e-06 0 Variance: 3.57504e-08 Variances/cluster: 2.63951e-08 2.67882e-08 1.14655e-07 4.84249e-08 3.91749e-08 2.95697e-08 3.53315e-08 3.19486e-08 2.55638e-08 0 3.51912e-08 2.17126e-08 2.48026e-08 2.62701e-08 2.20503e-08 3.59621e-08 1.84819e-08 2.20609e-08 2.54346e-08 2.95348e-08 6.86694e-32 4.43432e-08 0 2.23466e-08 2.34637e-08 2.67973e-31 4.43665e-08 3.03129e-08 1.75159e-06 2.56284e-08 3.8922e-08 4.9433e-08 2.97244e-08 0 0 2.24323e-08 2.05996e-08 3.09794e-08 3.70365e-08 1.71334e-08 3.87018e-08 4.0355e-07 3.2976e-08 3.9954e-08 8.8168e-08 4.08364e-08 1.0977e-07 4.15171e-08 0 2.22518e-08 2.95878e-08 3.63103e-08 3.42881e-08 0 3.95438e-08 3.48039e-08 2.32663e-08 2.53237e-08 0 2.09142e-08 0 0 3.14676e-08 1.48415e-07 4.23803e-08 3.41017e-08 3.42476e-08 2.31889e-08 8.95767e-07 2.43441e-08 3.78403e-08 0 0 9.21139e-08 2.02935e-08 0 -------------------------------------------------------------- Initialization seed trial #753 of 1000; initialization seed = 493576978 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 499066 Distortion: 0.0358284 Distortions/cluster: 1.89911e-06 4.81569e-35 3.68506e-06 4.10391e-06 9.85484e-06 1.94462e-06 2.56102e-06 2.52337e-06 5.25522e-06 2.22537e-06 2.08843e-06 3.11626e-06 2.45052e-06 7.88606e-07 4.27565e-06 2.55616e-06 1.99043e-06 1.71131e-06 4.85558e-06 1.75912e-06 3.91394e-06 1.98037e-06 6.45786e-06 3.46008e-06 2.78527e-06 2.15132e-06 1.91986e-06 2.59876e-06 2.37044e-35 0 1.64606e-06 2.3402e-06 2.7864e-06 5.10433e-06 0.0356196 3.61266e-06 3.43397e-06 3.69071e-06 4.56824e-06 0 4.69311e-06 4.29971e-06 5.38911e-06 2.2493e-06 4.35871e-06 3.40096e-06 3.09189e-06 3.77196e-06 2.43311e-06 4.40091e-06 7.42937e-06 6.43791e-06 3.7462e-06 0 3.45064e-06 2.85499e-06 2.43097e-06 0 3.35496e-06 0 0 3.78248e-06 5.60742e-06 2.69599e-06 0 2.81964e-06 0 4.30746e-06 2.66432e-06 2.0389e-06 1.08283e-34 0 1.27749e-35 5.04351e-06 0 0 Variance: 6.1308e-06 Variances/cluster: 3.01422e-08 2.67973e-31 3.26083e-08 3.23037e-08 8.95767e-07 2.99146e-08 2.15188e-08 2.62828e-08 1.75159e-06 3.6479e-08 2.90034e-08 4.15375e-08 1.88485e-08 1.57711e-07 2.98897e-08 1.111e-07 2.36936e-08 3.35523e-08 2.75861e-08 3.0859e-08 3.46256e-08 3.60046e-08 4.0355e-07 4.87293e-08 3.61606e-08 3.98356e-08 3.49035e-08 2.01436e-08 0 0 5.14349e-08 3.71432e-08 1.93483e-08 3.05618e-08 0.035575 4.1511e-08 2.36805e-08 3.20902e-08 3.35869e-08 0 2.56429e-08 2.37532e-08 2.99369e-08 2.70976e-08 4.03452e-08 2.63617e-08 3.51238e-08 3.59127e-08 4.19467e-08 2.76754e-08 8.84364e-08 2.84838e-08 3.86079e-08 0 2.12978e-08 1.0977e-07 2.315e-08 0 4.8608e-08 0 0 3.7438e-08 2.87466e-08 3.85014e-08 0 1.17476e-07 0 2.46111e-08 3.45905e-08 2.75503e-08 0 0 0 3.11227e-08 0 0 -------------------------------------------------------------- Initialization seed trial #754 of 1000; initialization seed = 493576979 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 499011 Distortion: 0.035833 Distortions/cluster: 3.01847e-06 0 4.80441e-06 1.75735e-06 3.5177e-06 0.0356196 4.18149e-06 5.54074e-06 3.09018e-06 2.32272e-06 3.37214e-06 6.17419e-06 2.90494e-06 2.1245e-06 3.02887e-06 4.17391e-06 3.59882e-06 2.37044e-35 4.98553e-06 3.17989e-06 2.81119e-06 0 2.09372e-06 2.619e-06 0 1.08283e-34 2.97771e-06 5.89951e-06 2.65091e-06 3.51958e-06 1.90956e-06 5.3908e-06 0 7.12969e-06 4.00317e-06 0 4.81569e-35 1.27749e-35 9.85484e-06 0 4.20102e-06 3.04953e-06 2.01165e-06 0 2.45788e-06 2.49276e-06 3.60757e-06 5.6569e-06 6.339e-06 2.18612e-06 3.67013e-06 1.97006e-06 2.29097e-06 0 5.25522e-06 4.25861e-06 0 0 2.97022e-06 6.91477e-06 3.27908e-06 2.92248e-06 2.45796e-06 2.82595e-06 2.56847e-06 0 6.45786e-06 2.27017e-06 0 2.05806e-06 2.56907e-06 4.0569e-06 0 3.77815e-06 3.31656e-06 2.95403e-06 Variance: 6.13159e-06 Variances/cluster: 2.51512e-08 0 4.663e-08 4.62423e-08 2.53049e-08 0.035575 3.73315e-08 1.38473e-07 2.97107e-08 2.79821e-08 2.04354e-08 4.1704e-08 5.18694e-08 3.21868e-08 3.12228e-08 4.48659e-08 2.66556e-08 0 4.44989e-08 3.97451e-08 2.11349e-08 0 1.61041e-07 2.61875e-08 0 0 3.30827e-08 4.87417e-08 2.30491e-08 1.06645e-07 2.76719e-08 7.92686e-08 0 3.18186e-08 3.81129e-08 0 2.67973e-31 0 8.95767e-07 0 3.11159e-08 2.25871e-08 1.74911e-08 0 3.23377e-08 3.61242e-08 2.21298e-08 4.09788e-08 3.09118e-08 3.12279e-08 2.19744e-08 2.8549e-08 2.72711e-08 0 1.75159e-06 4.05449e-08 0 0 2.65167e-08 5.08279e-08 4.75187e-08 2.10232e-08 1.76816e-08 3.81852e-08 3.83233e-08 0 4.0355e-07 2.38945e-08 0 2.44984e-08 2.37856e-08 2.74025e-08 0 2.4216e-08 3.81191e-08 2.48216e-08 -------------------------------------------------------------- Initialization seed trial #755 of 1000; initialization seed = 493576980 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 594729 Distortion: 0.00412876 Distortions/cluster: 5.25522e-06 3.17671e-06 2.13162e-06 3.54366e-06 4.51458e-06 2.05975e-06 2.02934e-06 2.03546e-06 2.43086e-06 1.31375e-06 9.85484e-06 2.83431e-06 2.23309e-06 1.72528e-06 2.34196e-06 9.58946e-06 1.54309e-06 5.52972e-06 2.54701e-06 2.37044e-35 7.06521e-06 3.79593e-06 1.70987e-06 2.22785e-06 2.47103e-06 2.04435e-06 2.76508e-06 4.81569e-35 7.84376e-07 9.64317e-35 0 0 1.73721e-06 6.18374e-06 2.3587e-06 1.75807e-06 0 2.04279e-06 2.09668e-06 6.45786e-06 5.7544e-06 1.64062e-06 1.51167e-06 0 1.21353e-06 2.64905e-06 2.463e-06 4.56695e-06 4.61597e-06 2.48711e-06 4.04017e-06 1.1615e-06 6.94478e-06 2.75401e-06 2.35745e-06 2.47948e-06 0 2.86998e-06 2.97038e-06 5.30965e-06 2.52742e-06 0 1.45041e-06 0.00391362 4.44233e-06 2.99988e-06 0 2.01797e-06 1.88249e-06 1.03707e-05 0 0 7.00987e-06 8.29035e-06 4.17272e-06 0 Variance: 7.06496e-07 Variances/cluster: 1.75159e-06 2.16084e-08 2.34224e-08 4.07185e-08 4.25763e-08 2.51166e-08 2.1359e-08 1.957e-08 3.68284e-08 1.66278e-08 8.95767e-07 3.18429e-08 3.38317e-08 1.93829e-08 3.65903e-08 3.18483e-08 2.70693e-08 1.38197e-07 2.82978e-08 0 4.15467e-08 2.8974e-08 2.19188e-08 3.05161e-08 4.33477e-08 1.92846e-08 2.30403e-08 2.67973e-31 2.61427e-08 6.86694e-32 0 0 3.10189e-08 4.57908e-08 3.46837e-08 5.17039e-08 0 3.04866e-08 2.2543e-08 4.0355e-07 4.29292e-08 2.24716e-08 2.01537e-08 0 2.16678e-08 3.48538e-08 5.35388e-08 1.69132e-07 3.07705e-08 2.18148e-08 2.36246e-08 2.7009e-08 4.36638e-08 4.74787e-08 2.59039e-08 3.17854e-08 0 2.70729e-08 1.80007e-08 4.21275e-08 3.19897e-08 0 1.85929e-08 0.00391989 6.34426e-08 2.32528e-08 0 1.80155e-08 2.13899e-08 4.649e-08 0 0 3.57531e-08 9.41992e-08 2.98025e-08 0 -------------------------------------------------------------- Initialization seed trial #756 of 1000; initialization seed = 493576981 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 70 BIC score: 726648 Distortion: 0.000213955 Distortions/cluster: 4.68913e-06 1.27749e-35 3.41393e-06 5.06986e-06 2.19523e-06 4.63201e-06 3.98794e-06 3.30279e-06 2.18915e-06 2.30691e-06 4.03889e-06 4.8649e-06 3.75407e-06 9.64317e-35 0 1.08283e-34 3.63648e-06 2.06348e-06 2.44321e-06 2.33662e-06 5.25522e-06 2.8866e-06 5.86693e-06 2.33036e-06 5.05165e-06 1.87063e-06 3.55422e-06 5.8126e-06 1.8014e-06 2.37044e-35 2.35421e-06 0 0 9.85484e-06 0 4.67505e-06 0 5.6996e-06 0 3.85443e-06 1.87882e-06 4.16605e-06 3.85539e-06 3.11079e-06 2.61215e-06 0 1.57143e-06 5.25755e-06 0 0 2.38649e-06 6.20647e-06 0 0 2.69177e-06 5.37043e-06 4.81569e-35 3.55365e-06 0 3.21446e-06 0 6.03539e-06 2.10102e-06 1.79101e-06 1.97865e-06 1.78111e-06 6.27431e-06 6.45786e-06 0 2.70218e-06 2.12697e-06 5.64591e-06 4.43383e-06 2.96483e-06 2.11788e-06 5.87595e-06 Variance: 3.6611e-08 Variances/cluster: 2.29839e-08 0 2.60578e-08 1.33374e-07 3.6584e-08 5.71662e-08 2.17901e-08 3.23774e-08 3.53057e-08 4.19404e-08 2.7852e-08 2.70249e-08 1.10403e-07 6.86694e-32 0 0 2.33087e-08 3.43881e-08 2.90832e-08 3.43594e-08 1.75159e-06 2.34655e-08 2.83402e-08 2.98738e-08 4.85585e-08 3.40088e-08 5.38471e-08 4.09206e-08 3.67612e-08 0 1.8682e-08 0 0 8.95767e-07 0 3.96061e-08 0 3.09658e-08 0 3.29409e-08 3.41573e-08 2.35349e-08 2.43988e-08 3.45611e-08 2.63823e-08 0 3.20679e-08 3.22444e-08 0 0 2.68122e-08 3.69313e-08 0 0 2.08646e-08 4.22742e-08 2.67973e-31 3.58843e-08 0 4.06759e-08 0 4.57079e-08 3.13557e-08 2.52226e-08 2.17412e-08 1.48415e-07 8.83608e-08 4.0355e-07 0 2.41243e-08 2.5624e-08 3.06816e-08 4.1424e-08 2.07307e-08 3.52953e-08 2.93701e-08 -------------------------------------------------------------- Initialization seed trial #757 of 1000; initialization seed = 493576982 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 498531 Distortion: 0.0358263 Distortions/cluster: 3.53109e-06 2.07047e-06 3.51813e-06 2.81672e-06 3.03863e-06 8.29035e-06 2.22308e-06 2.79832e-06 2.23303e-06 4.76686e-06 1.27821e-06 3.08753e-06 2.70008e-06 3.65922e-06 2.65255e-06 3.96183e-06 3.43757e-06 2.7174e-06 9.85484e-06 2.37044e-35 3.09093e-06 3.44905e-06 0 0 2.52272e-06 2.77506e-06 2.74846e-06 2.62954e-06 3.54843e-06 2.92033e-06 3.48883e-06 3.79747e-06 3.76591e-06 2.84797e-06 2.92635e-06 2.17938e-06 3.36136e-06 0 5.25522e-06 2.48151e-06 0 0 2.51293e-06 1.27749e-35 4.00699e-06 0 2.57589e-06 3.43397e-06 1.95672e-06 2.09881e-06 4.04301e-06 4.55749e-06 3.70757e-06 1.78875e-06 2.44746e-06 4.21464e-06 0 4.56695e-06 0 2.82396e-06 2.52342e-06 5.18454e-06 3.30604e-06 2.59342e-06 2.60077e-06 1.08283e-34 2.71711e-06 2.62658e-06 2.81187e-06 3.6878e-06 1.87014e-06 0.0356196 0 4.81569e-35 5.9104e-06 3.77601e-06 Variance: 6.13044e-06 Variances/cluster: 3.87998e-08 3.3931e-08 2.34465e-08 2.25317e-08 2.8133e-08 9.41992e-08 1.30756e-07 3.58731e-08 3.43433e-08 4.03841e-08 2.45784e-08 3.7187e-08 1.91478e-08 4.11113e-08 2.192e-08 2.62349e-08 2.38699e-08 1.95479e-08 8.95767e-07 0 3.47264e-08 2.25408e-08 0 0 3.03915e-08 3.26368e-08 3.47794e-08 2.71055e-08 2.64721e-08 3.2081e-08 3.26029e-08 3.83551e-08 3.72745e-08 2.84773e-08 2.37893e-08 3.75734e-08 2.16843e-08 0 1.75159e-06 3.02593e-08 0 0 3.10137e-08 0 5.89085e-08 0 2.25936e-08 5.36512e-08 1.82855e-08 3.44043e-08 3.10899e-08 4.17993e-08 3.16859e-08 2.15488e-08 4.53083e-08 2.24163e-08 0 1.69132e-07 0 2.27711e-08 2.38038e-08 1.3639e-07 3.47977e-08 2.01016e-08 2.06387e-08 0 3.15838e-08 4.16779e-08 2.42375e-08 3.84019e-08 3.97776e-08 0.035575 0 2.67973e-31 3.93959e-07 2.75597e-08 -------------------------------------------------------------- Initialization seed trial #758 of 1000; initialization seed = 493576983 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 27 BIC score: 498313 Distortion: 0.035828 Distortions/cluster: 9.85484e-06 2.17465e-06 2.11976e-06 3.03823e-06 3.38704e-06 6.03291e-06 1.85134e-06 4.56695e-06 2.67415e-06 2.20416e-06 2.24965e-06 2.15874e-06 3.64644e-06 2.0006e-06 4.20788e-06 2.52837e-06 1.08283e-34 2.51461e-06 2.83689e-06 5.25522e-06 6.45786e-06 2.4435e-06 2.44867e-06 2.60136e-06 1.59195e-06 4.81569e-35 1.27749e-35 2.47908e-06 1.93279e-06 2.37044e-35 5.8445e-06 2.99836e-06 5.2913e-06 3.49037e-06 4.93906e-06 2.72164e-06 4.50959e-06 3.66469e-06 2.82086e-06 0 3.76538e-06 0.0356196 1.74196e-06 0 8.16378e-06 0 4.5493e-06 2.51015e-06 3.44466e-06 2.57613e-06 2.92035e-06 3.01031e-06 5.0948e-06 1.93997e-06 4.65482e-06 2.6744e-06 3.04978e-06 3.65597e-06 1.77298e-06 2.3752e-06 2.21777e-06 2.36533e-06 0 2.45962e-06 1.96564e-06 3.73185e-06 0 2.64813e-06 2.22717e-06 1.56298e-06 3.64801e-06 1.80097e-06 0 2.35916e-06 2.04759e-06 0 Variance: 6.13074e-06 Variances/cluster: 8.95767e-07 2.49936e-08 4.50979e-08 3.33841e-08 2.24288e-08 2.80509e-08 2.98577e-08 1.69132e-07 3.26009e-08 1.80647e-08 2.14234e-08 2.48102e-08 3.87799e-08 1.86956e-08 2.56493e-08 2.14245e-08 0 4.74295e-08 1.95631e-08 1.75159e-06 4.0355e-07 2.68494e-08 2.47312e-08 3.33479e-08 2.65299e-08 2.67973e-31 0 2.78525e-08 2.19614e-08 0 4.82872e-08 5.16912e-08 1.35629e-07 3.11613e-08 4.44818e-08 3.48814e-08 4.1742e-08 1.9915e-08 3.91657e-08 0 4.95401e-08 0.035575 3.55479e-08 0 9.38273e-08 0 4.13437e-08 3.30254e-08 4.10043e-08 3.90293e-08 2.78036e-08 2.83967e-08 4.24427e-08 2.85266e-08 4.74836e-08 3.81931e-08 2.06049e-08 3.23508e-08 2.46225e-08 3.00631e-08 2.33429e-08 2.00434e-08 0 2.73267e-08 2.42651e-08 2.24791e-08 0 3.72952e-08 2.42055e-08 2.4807e-08 3.57532e-08 2.14375e-08 0 2.14446e-08 2.69394e-08 0 -------------------------------------------------------------- Initialization seed trial #759 of 1000; initialization seed = 493576984 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 722543 Distortion: 0.000232744 Distortions/cluster: 3.67706e-06 2.59893e-06 2.86919e-06 4.23729e-06 5.9994e-06 4.55598e-06 1.7609e-06 3.39089e-06 0 2.92925e-06 8.55988e-06 2.06236e-06 2.28964e-06 1.6279e-06 1.34511e-05 1.6164e-06 7.23388e-06 4.57384e-06 5.25815e-06 9.64317e-35 4.02636e-06 2.25176e-06 3.30424e-06 3.83902e-06 2.80424e-06 2.54872e-06 1.32195e-06 4.11025e-06 2.22818e-06 2.37044e-35 2.12718e-06 0 4.81569e-35 1.42785e-06 2.06541e-06 2.68746e-06 0 2.95991e-06 0 1.57983e-06 3.24117e-06 6.08621e-06 0 1.27749e-35 2.68263e-06 3.20985e-06 2.58916e-06 2.62617e-06 4.3636e-06 8.47854e-06 2.79529e-06 0 1.08283e-34 1.55892e-06 1.80623e-06 1.43866e-06 1.4718e-06 0 0 5.28347e-06 2.45348e-05 0 2.82753e-06 4.18493e-06 0 3.59901e-06 4.56695e-06 5.5936e-06 2.07291e-06 1.15594e-06 6.68982e-06 5.74768e-06 2.84063e-06 3.32388e-06 0 0 Variance: 3.98261e-08 Variances/cluster: 2.46757e-08 3.9375e-08 3.5419e-08 4.03419e-08 4.47572e-08 2.54502e-08 2.07144e-08 5.29779e-08 0 4.06717e-08 9.61687e-08 2.71339e-08 2.63147e-08 3.69955e-08 7.07844e-07 1.92408e-08 3.25744e-08 3.00884e-08 1.34779e-07 6.86694e-32 5.36802e-08 2.58793e-08 3.33734e-08 1.98895e-08 3.33808e-08 3.30974e-08 2.20305e-08 3.7697e-08 2.56087e-08 0 1.95137e-08 0 2.67973e-31 1.76262e-08 2.51857e-08 2.85876e-08 0 4.11063e-08 0 2.39348e-08 4.05111e-08 4.86751e-08 0 0 2.4837e-08 2.9178e-08 2.29109e-08 2.24432e-08 4.00295e-08 4.60638e-08 3.72676e-08 0 0 2.55539e-08 2.69562e-08 3.1273e-08 1.98869e-08 0 0 4.09437e-08 2.72576e-06 0 1.97712e-08 4.26893e-08 0 2.99886e-08 1.69132e-07 4.08161e-08 1.80231e-08 2.31098e-07 3.57628e-08 2.88733e-08 2.10399e-08 2.07725e-08 0 0 -------------------------------------------------------------- Initialization seed trial #760 of 1000; initialization seed = 493576985 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 726054 Distortion: 0.000215274 Distortions/cluster: 2.53048e-06 2.49312e-06 1.08283e-34 6.45786e-06 2.64416e-06 2.54183e-06 5.83772e-06 2.01753e-06 2.37141e-06 1.11982e-05 1.54402e-06 1.95726e-06 9.64317e-35 8.43383e-06 1.67341e-06 2.31042e-06 2.21197e-06 4.81569e-35 6.29361e-06 3.80421e-06 2.32398e-06 2.37044e-35 1.72429e-06 1.99432e-06 4.56695e-06 2.10551e-06 3.49827e-06 0 5.14693e-06 1.99138e-06 1.96567e-06 2.15852e-06 2.71494e-06 1.87257e-06 0 0 3.69688e-06 2.78929e-06 0 4.67545e-06 0 2.11207e-06 9.4599e-06 2.54786e-06 2.39771e-06 2.38026e-06 1.27749e-35 9.85484e-06 2.76098e-06 2.42582e-06 0 2.00592e-06 2.26251e-06 5.25522e-06 2.08885e-06 4.82121e-06 6.10028e-06 5.10294e-06 5.64436e-06 4.22219e-06 3.58616e-06 3.00308e-06 0 0 5.25815e-06 0 0 2.75637e-06 2.25569e-06 6.92318e-06 2.13611e-06 0 0 3.65109e-06 2.347e-06 2.36814e-06 Variance: 3.68367e-08 Variances/cluster: 2.75028e-08 1.90292e-08 0 4.0355e-07 3.14752e-08 3.79349e-08 3.31581e-08 2.29238e-08 2.85689e-08 4.33897e-08 3.2165e-08 2.50907e-08 6.86694e-32 9.58293e-08 1.90138e-08 3.16468e-08 2.21178e-08 2.67973e-31 4.46212e-08 2.88168e-08 2.0748e-08 0 3.07881e-08 1.74925e-08 1.69132e-07 3.50897e-08 5.46557e-08 0 4.90032e-08 3.55572e-08 2.45687e-08 3.53825e-08 3.01634e-08 2.22906e-08 0 0 2.40034e-08 5.26233e-08 0 4.21073e-08 0 2.8539e-08 4.0414e-08 1.85959e-08 2.57794e-08 2.67422e-08 0 8.95767e-07 2.58006e-08 2.35489e-08 0 3.8572e-08 3.32696e-08 1.75159e-06 2.06794e-08 4.01636e-08 4.14851e-08 2.88276e-08 2.93881e-08 2.48343e-08 3.65903e-08 2.00188e-08 0 0 1.34779e-07 0 0 2.96359e-08 2.47856e-08 4.97922e-08 2.13593e-08 0 0 4.34509e-08 1.86253e-08 2.72176e-08 -------------------------------------------------------------- Initialization seed trial #761 of 1000; initialization seed = 493576986 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 595127 Distortion: 0.00412745 Distortions/cluster: 4.36758e-06 3.3601e-06 5.27156e-06 3.3718e-06 1.91074e-06 2.65246e-06 5.34752e-06 2.68938e-06 5.02915e-06 3.78983e-06 4.27716e-06 3.8545e-06 2.37044e-35 3.76222e-06 2.48806e-06 2.09026e-06 5.72183e-06 9.64317e-35 3.54603e-06 2.1258e-06 4.56695e-06 3.23181e-06 2.96432e-06 3.82503e-06 3.09024e-06 3.25915e-06 0 3.17896e-06 2.8849e-06 5.12156e-06 5.9104e-06 5.25522e-06 5.91214e-06 5.0179e-06 5.39316e-06 0 2.40348e-06 1.99362e-06 1.75782e-06 2.82677e-06 3.58108e-06 2.48291e-06 0 0 2.85119e-06 1.71182e-06 4.81569e-35 0 5.62285e-06 3.07658e-06 0 0 3.32929e-06 0 4.49788e-06 0 2.80942e-06 0 3.00944e-06 3.31966e-06 9.85484e-06 2.17349e-06 2.09443e-06 0 0 0 2.8557e-06 0 0 4.92111e-06 3.0812e-06 8.66831e-06 2.75911e-06 0.00391362 2.24759e-06 4.62903e-06 Variance: 7.06271e-07 Variances/cluster: 2.66293e-08 2.28551e-08 2.94475e-08 4.21336e-08 2.30184e-08 3.12028e-08 3.99034e-08 3.68375e-08 1.32302e-07 2.61345e-08 3.99603e-08 2.16526e-08 0 2.19994e-08 2.34696e-08 2.8631e-08 4.61284e-08 6.86694e-32 3.81168e-08 2.99382e-08 1.69132e-07 2.80998e-08 2.99401e-08 4.11158e-08 2.19143e-08 2.21691e-08 0 3.53103e-08 4.12092e-08 3.01169e-08 3.93959e-07 1.75159e-06 3.21208e-08 4.73245e-08 2.76548e-08 0 3.29218e-08 3.3788e-08 5.02189e-08 3.24887e-08 4.06904e-08 2.4581e-08 0 0 3.39322e-08 3.35632e-08 2.67973e-31 0 2.91244e-08 4.80571e-08 0 0 3.17049e-08 0 2.04431e-08 0 2.3026e-08 0 3.54019e-08 2.51467e-08 8.95767e-07 3.19602e-08 4.75969e-08 0 0 0 4.07831e-08 0 0 4.0996e-08 2.15443e-08 9.63048e-08 2.50799e-08 0.00391989 3.21056e-08 3.67262e-08 -------------------------------------------------------------- Initialization seed trial #762 of 1000; initialization seed = 493576987 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 498657 Distortion: 0.0358517 Distortions/cluster: 2.91532e-06 0.0356196 4.33076e-06 4.19394e-06 2.16043e-06 2.37044e-35 5.00372e-06 4.48405e-06 4.56695e-06 2.88264e-06 4.0055e-06 2.34574e-06 2.43664e-06 3.00382e-06 3.86637e-06 1.70538e-06 2.38226e-06 4.51913e-06 2.0988e-06 1.97786e-06 4.88141e-06 0 0 3.10236e-06 1.60302e-06 2.14256e-06 4.82565e-06 2.21988e-06 2.5719e-06 2.33828e-06 2.36586e-06 2.69074e-06 1.28484e-06 2.92779e-06 0 3.64695e-06 3.42184e-06 1.08283e-34 8.43383e-06 4.07576e-06 2.2903e-06 1.27749e-35 2.45348e-05 5.79881e-06 2.57119e-06 4.13435e-06 5.37413e-06 0 2.02194e-06 3.05015e-06 1.59192e-05 2.6929e-06 2.22989e-06 3.76871e-06 3.15712e-06 2.98483e-06 4.64746e-06 5.9164e-06 0 1.2552e-06 3.46015e-06 0 1.72278e-06 2.5716e-06 5.80546e-06 4.53414e-06 0 0 0 0 4.81569e-35 5.02915e-06 3.20062e-06 0 0 2.07789e-06 Variance: 6.13479e-06 Variances/cluster: 3.78488e-08 0.035575 4.5583e-08 4.23492e-08 2.66696e-08 0 3.96995e-08 4.81996e-08 1.69132e-07 1.84769e-08 4.17209e-08 2.57751e-08 3.38392e-08 2.10033e-08 4.1128e-08 2.00615e-08 2.5341e-08 2.67316e-08 1.96132e-08 2.50334e-08 3.38876e-08 0 0 4.77142e-08 1.74226e-08 1.93002e-08 3.86019e-08 2.61132e-08 2.05734e-08 2.33808e-08 3.03289e-08 2.16976e-08 2.25391e-08 1.91342e-08 0 4.19163e-08 2.78175e-08 0 9.58293e-08 3.18392e-08 3.63421e-08 0 2.72576e-06 5.41898e-08 4.51043e-08 2.41754e-08 4.51463e-08 0 2.43585e-08 2.19409e-08 7.5794e-07 2.0399e-08 2.45013e-08 4.48616e-08 2.28757e-08 3.73075e-08 3.18215e-08 3.12933e-08 0 2.6147e-08 3.80111e-08 0 2.91969e-08 2.59732e-08 4.83644e-08 3.90747e-08 0 0 0 0 2.67973e-31 1.32302e-07 3.67767e-08 0 0 2.09866e-08 -------------------------------------------------------------- Initialization seed trial #763 of 1000; initialization seed = 493576988 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 691006 Distortion: 0.000472315 Distortions/cluster: 3.46945e-06 4.27414e-06 2.66656e-06 2.03748e-06 1.80678e-06 2.81888e-06 2.38308e-06 2.25051e-06 3.09331e-06 1.27749e-35 2.55616e-06 3.26796e-06 2.85499e-06 2.6931e-06 2.98521e-06 6.17096e-06 4.01545e-06 2.8646e-06 3.00606e-06 1.08283e-34 5.16315e-06 2.70877e-06 2.31726e-06 3.49723e-06 9.64317e-35 5.25522e-06 2.05601e-06 2.37044e-35 2.58807e-06 6.45786e-06 3.10857e-06 6.44903e-06 2.2127e-06 2.49279e-06 0 3.83037e-06 2.36599e-06 0.000272566 2.61033e-06 2.2883e-06 3.01085e-06 0 3.02735e-06 2.46247e-06 2.18331e-06 9.85484e-06 0 2.67979e-06 0 0 1.80609e-06 4.56502e-06 2.02675e-06 5.30741e-06 1.47896e-06 2.43056e-06 2.18872e-06 0 2.66801e-06 1.88302e-06 3.4836e-06 0 2.01509e-06 5.09914e-06 2.91426e-06 0 7.36325e-06 0 2.78083e-06 2.59957e-06 2.90191e-06 3.20675e-06 2.19214e-06 2.249e-06 3.10951e-06 1.64409e-06 Variance: 8.08204e-08 Variances/cluster: 2.6482e-08 1.64378e-07 2.96187e-08 3.99386e-08 2.91392e-08 3.61362e-08 2.45597e-08 3.16875e-08 2.83695e-08 0 1.111e-07 2.2535e-08 1.0977e-07 3.40869e-08 4.89335e-08 2.67118e-08 5.81898e-08 2.42736e-08 3.06639e-08 0 2.40125e-08 2.46231e-08 3.86095e-08 2.06912e-08 6.86694e-32 1.75159e-06 3.60678e-08 0 3.00912e-08 4.0355e-07 2.14361e-08 3.3069e-08 2.57261e-08 4.79224e-08 0 3.03899e-08 3.63879e-08 3.13264e-06 3.14403e-08 3.46599e-08 3.16828e-08 0 2.85575e-08 3.56762e-08 4.96166e-08 8.95767e-07 0 2.43537e-08 0 0 3.11292e-08 3.12643e-08 3.55452e-08 2.14856e-08 4.22424e-08 3.24046e-08 2.32822e-08 0 3.37614e-08 4.09325e-08 2.48806e-08 0 3.66259e-08 2.36051e-08 3.03534e-08 0 3.28688e-08 0 3.39014e-08 2.49935e-08 3.86887e-08 3.95767e-08 2.10764e-08 2.95895e-08 3.49355e-08 3.16151e-08 -------------------------------------------------------------- Initialization seed trial #764 of 1000; initialization seed = 493576989 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 726873 Distortion: 0.000211117 Distortions/cluster: 2.82605e-06 2.45195e-06 3.28123e-06 4.09795e-06 6.20419e-06 2.64515e-06 2.67403e-06 3.36381e-06 1.27288e-06 1.64076e-06 2.45809e-06 4.89025e-06 3.11609e-06 2.80147e-06 2.32205e-06 2.37044e-35 4.45691e-06 4.0663e-06 6.0256e-06 3.92727e-06 3.16326e-06 1.29741e-06 0 3.10134e-06 1.78111e-06 3.89965e-06 4.81569e-35 2.19252e-06 3.52737e-06 1.62087e-06 5.35309e-06 1.63962e-06 4.24524e-06 2.83824e-06 9.64317e-35 1.91817e-06 0 7.36756e-06 5.83209e-06 6.80855e-06 2.75265e-06 0 0 2.60895e-06 3.0809e-06 6.15551e-06 2.92076e-06 4.78964e-06 2.13436e-06 1.39918e-06 3.76177e-06 0 3.13948e-06 5.25522e-06 1.99184e-06 1.78693e-06 0 3.95323e-06 1.27749e-35 1.08283e-34 1.60064e-06 6.45786e-06 0 1.65206e-06 2.15243e-06 5.66184e-06 0 0 0 6.28569e-06 3.56117e-06 2.10576e-06 3.55593e-06 1.39032e-06 9.85484e-06 0 Variance: 3.61254e-08 Variances/cluster: 2.85428e-08 2.72415e-08 3.7712e-08 2.43901e-08 4.56043e-08 2.42653e-08 3.47248e-08 5.33891e-08 2.31409e-08 2.02539e-08 2.64288e-08 7.40876e-08 3.99464e-08 3.37498e-08 3.31692e-08 0 2.71739e-08 2.64022e-08 3.30969e-08 3.35635e-08 3.90492e-08 1.90774e-08 0 1.8909e-08 1.48415e-07 1.11408e-07 2.67973e-31 3.27213e-08 1.92735e-08 2.10483e-08 2.83139e-08 1.9517e-08 2.58833e-08 3.83522e-08 6.86694e-32 1.89901e-08 0 4.81385e-08 4.13488e-08 4.66188e-08 1.14655e-07 0 0 1.04322e-07 2.99091e-08 4.45919e-08 3.69688e-08 3.19205e-08 3.38756e-08 2.63973e-08 3.54773e-08 0 2.616e-08 1.75159e-06 2.11879e-08 2.41452e-08 0 2.82349e-08 0 0 2.13393e-08 4.0355e-07 0 1.7573e-08 2.44565e-08 2.83067e-08 0 0 0 4.21722e-08 4.28913e-08 3.63038e-08 2.86674e-08 1.90433e-08 8.95767e-07 0 -------------------------------------------------------------- Initialization seed trial #765 of 1000; initialization seed = 493576990 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 727497 Distortion: 0.000206165 Distortions/cluster: 3.03458e-06 2.86541e-06 6.45786e-06 5.18773e-06 3.38706e-06 3.02423e-06 2.38951e-06 7.89415e-06 0 2.25599e-06 3.18144e-06 3.73785e-06 2.72054e-06 2.9531e-06 4.26979e-06 2.76563e-06 2.45928e-06 3.05108e-06 3.76282e-06 2.85499e-06 2.70342e-06 3.1509e-06 1.08283e-34 4.27601e-06 3.68658e-06 2.42187e-06 2.50579e-06 3.04792e-06 4.27414e-06 2.86763e-06 2.37044e-35 2.72046e-06 2.45458e-06 2.89581e-06 1.64667e-06 2.6265e-06 0 0 2.80317e-06 1.92071e-06 4.1013e-06 2.59198e-06 4.33069e-06 2.36945e-06 1.90379e-06 4.81569e-35 2.55616e-06 3.46772e-06 2.18149e-06 2.16448e-06 1.27749e-35 3.87633e-06 3.73509e-06 3.46359e-06 0 2.87251e-06 2.76454e-06 4.42261e-06 3.63516e-06 0 2.01283e-06 3.01818e-06 2.41546e-06 9.85484e-06 4.7128e-06 3.30936e-06 2.32392e-06 9.64317e-35 2.31285e-06 0 2.29345e-06 0 2.20195e-06 5.25522e-06 1.76182e-06 0 Variance: 3.5278e-08 Variances/cluster: 4.0448e-08 3.53637e-08 4.0355e-07 2.53038e-08 3.02389e-08 3.55678e-08 2.54181e-08 9.07286e-08 0 3.69711e-08 4.02678e-08 4.34595e-08 2.59068e-08 3.47395e-08 3.0066e-08 4.38854e-08 2.03223e-08 2.38339e-08 5.37498e-08 1.0977e-07 2.84546e-08 2.97229e-08 0 2.81225e-08 3.87933e-08 4.03608e-08 3.01875e-08 3.62816e-08 1.64378e-07 2.13977e-08 0 2.71957e-08 4.02256e-08 3.86083e-08 3.35943e-08 2.43173e-08 0 0 2.83123e-08 3.55663e-08 2.78975e-08 3.08543e-08 2.74004e-08 2.13443e-08 2.02513e-08 2.67973e-31 1.111e-07 3.06778e-08 3.1613e-08 3.60628e-08 0 2.39259e-08 3.73386e-08 2.11176e-08 0 3.68242e-08 3.25139e-08 3.40088e-08 2.31519e-08 0 2.31332e-08 3.17608e-08 3.89473e-08 8.95767e-07 3.12079e-08 1.88015e-08 2.09344e-08 6.86694e-32 3.50317e-08 0 2.12331e-08 0 2.75217e-08 1.75159e-06 2.75262e-08 0 -------------------------------------------------------------- Initialization seed trial #766 of 1000; initialization seed = 493576991 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 726517 Distortion: 0.000213583 Distortions/cluster: 4.87143e-06 1.8367e-06 2.08439e-06 3.78484e-06 3.74402e-06 2.26414e-06 6.49508e-06 2.91027e-06 4.58721e-06 2.82883e-06 2.80585e-06 9.85484e-06 2.51895e-06 3.849e-06 6.66445e-06 1.71299e-06 5.25522e-06 1.87424e-06 2.37044e-35 5.1932e-06 9.64317e-35 3.43397e-06 3.01647e-06 6.60819e-06 0 2.72617e-06 0 2.31653e-06 4.56695e-06 2.38185e-06 2.69746e-06 2.34442e-06 3.01796e-06 4.07272e-06 6.49342e-06 0 5.59545e-06 3.36317e-06 5.43567e-06 2.29054e-06 1.75402e-06 2.79878e-06 8.29035e-06 2.17258e-06 3.78008e-06 3.28748e-06 5.54232e-06 0 2.22308e-06 0 1.27749e-35 0 0 4.06226e-06 4.81569e-35 1.91608e-06 3.38551e-06 0 2.19988e-06 5.9104e-06 5.34588e-06 3.54512e-06 1.08283e-34 0 2.10874e-06 5.52084e-06 0 0 5.96296e-06 0 0 2.45626e-06 2.14744e-06 0 2.06167e-06 1.61421e-06 Variance: 3.65473e-08 Variances/cluster: 4.50909e-08 1.99623e-08 2.21718e-08 2.33611e-08 3.17258e-08 2.72764e-08 4.18902e-08 2.27345e-08 2.57686e-08 2.28112e-08 3.59697e-08 8.95767e-07 2.83003e-08 3.18072e-08 4.93515e-08 1.80299e-08 1.75159e-06 2.23098e-08 0 4.43721e-08 6.86694e-32 5.36512e-08 2.05184e-08 3.10141e-08 0 2.81021e-08 0 2.57369e-08 1.69132e-07 1.90532e-08 2.59341e-08 2.7579e-08 2.45334e-08 2.35397e-08 4.38601e-08 0 4.90676e-08 4.05166e-08 1.3933e-07 3.22583e-08 1.77153e-08 2.25689e-08 9.41992e-08 3.56129e-08 2.66179e-08 3.86732e-08 4.36259e-08 0 1.30756e-07 0 0 0 0 3.86761e-08 2.67973e-31 3.54807e-08 3.80361e-08 0 2.29134e-08 3.93959e-07 3.10706e-08 2.33211e-08 0 0 1.95231e-08 3.1181e-08 0 0 4.38308e-08 0 0 3.66584e-08 3.15771e-08 0 1.74703e-08 2.04308e-08 -------------------------------------------------------------- Initialization seed trial #767 of 1000; initialization seed = 493576992 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498196 Distortion: 0.0360943 Distortions/cluster: 2.61338e-06 3.18611e-06 1.72705e-06 2.03597e-06 2.20625e-06 2.93321e-06 3.00343e-06 2.81595e-06 3.27756e-06 3.43377e-06 4.65185e-06 9.13218e-06 6.10618e-06 2.73694e-06 1.58687e-06 1.87543e-06 1.08283e-34 3.81088e-06 5.25522e-06 2.82515e-06 2.44023e-06 1.43215e-06 7.88606e-07 3.45972e-06 1.60537e-06 3.0828e-06 5.29314e-06 1.78791e-06 2.63219e-06 2.28157e-06 2.72481e-06 2.25435e-06 3.30639e-06 2.06657e-06 2.37044e-35 1.88831e-06 2.31115e-06 0.000271564 1.76051e-06 2.19788e-06 2.46255e-06 5.76866e-06 0.0356196 1.27749e-35 2.31433e-06 0 5.9104e-06 1.65354e-06 2.15175e-06 2.28248e-06 2.33098e-06 1.02392e-05 1.81011e-06 3.57041e-06 0 4.36105e-06 2.5473e-06 2.0359e-06 2.18205e-06 0 3.06705e-06 3.25205e-06 5.96314e-06 0 0 2.84722e-06 2.11603e-06 2.06029e-06 3.75218e-06 2.05104e-06 2.37929e-06 3.35014e-06 2.35351e-06 0 9.85484e-06 0 Variance: 6.1763e-06 Variances/cluster: 5.67954e-08 3.66188e-08 2.61647e-08 3.84116e-08 2.56511e-08 1.27519e-07 2.58893e-08 2.16588e-08 2.03551e-08 2.22946e-08 4.26643e-08 3.2145e-08 4.9227e-08 4.02456e-08 2.55918e-08 3.28993e-08 0 2.38159e-08 1.75159e-06 4.95596e-08 3.29731e-08 2.60369e-08 1.57711e-07 3.84389e-08 4.86432e-08 4.22168e-08 4.44657e-08 2.32175e-08 2.7416e-08 2.68395e-08 3.40573e-08 2.30015e-08 3.98241e-08 3.33288e-08 0 2.73643e-08 2.96277e-08 3.39422e-06 1.77813e-08 2.33797e-08 2.0019e-08 1.44169e-07 0.035575 0 3.00537e-08 0 3.93959e-07 2.75565e-08 2.86875e-08 4.56357e-08 1.76574e-08 3.54182e-08 3.29086e-08 3.46528e-08 0 4.03667e-08 2.14041e-08 3.91485e-08 2.07796e-08 0 3.78523e-08 4.16894e-08 4.13973e-08 0 0 2.68574e-08 1.88915e-08 2.23924e-08 2.88604e-08 2.22919e-08 2.08691e-08 3.64027e-08 2.37704e-08 0 8.95767e-07 0 -------------------------------------------------------------- Initialization seed trial #768 of 1000; initialization seed = 493576993 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 498883 Distortion: 0.0358329 Distortions/cluster: 4.38019e-06 4.25897e-06 3.63295e-06 2.60635e-06 5.49038e-06 2.28869e-06 9.85484e-06 0.0356196 2.38277e-06 1.93335e-06 2.09659e-06 2.63941e-06 2.90686e-06 4.81569e-35 8.77811e-06 3.72433e-06 2.37044e-35 4.40741e-06 2.94885e-06 4.64046e-06 3.15023e-06 2.99545e-06 2.15232e-06 4.04045e-06 4.50485e-06 4.56695e-06 3.33025e-06 2.56546e-06 4.70534e-06 0 3.34754e-06 0 2.97053e-06 4.25545e-06 5.12239e-06 1.94867e-06 4.58921e-06 4.71206e-06 3.41331e-06 5.99828e-06 2.20369e-06 2.15356e-06 2.88313e-06 6.45786e-06 2.14109e-06 0 1.08283e-34 0 1.82279e-06 0 1.96877e-06 0 3.30931e-06 3.65989e-06 3.23234e-06 3.16961e-06 0 0 2.09978e-06 2.59087e-06 5.25522e-06 0 1.27749e-35 0 5.01826e-06 2.04585e-06 4.2731e-06 2.99103e-06 4.60105e-06 3.90737e-06 2.81849e-06 5.66611e-06 1.74144e-06 0 0 0 Variance: 6.13157e-06 Variances/cluster: 4.29393e-08 1.18266e-07 2.32854e-08 2.3692e-08 3.2097e-08 3.36461e-08 8.95767e-07 0.035575 2.43114e-08 2.14797e-08 2.32931e-08 2.61297e-08 2.13722e-08 2.67973e-31 9.86202e-08 4.04793e-08 0 3.17052e-08 2.73009e-08 5.58904e-08 2.8636e-08 3.56569e-08 2.28951e-08 2.26972e-08 2.86908e-08 1.69132e-07 3.02725e-08 3.33146e-08 4.23767e-08 0 4.23612e-08 0 1.95413e-08 2.87435e-08 4.03208e-08 2.90819e-08 4.20891e-08 4.71064e-08 2.52816e-08 2.98324e-08 2.97769e-08 3.7118e-08 2.20063e-08 4.0355e-07 2.67613e-08 0 0 0 2.02514e-08 0 2.46071e-08 0 2.01764e-08 3.77276e-08 4.61624e-08 3.04743e-08 0 0 3.81744e-08 3.08412e-08 1.75159e-06 0 0 0 3.48377e-08 1.94825e-08 3.50142e-08 1.99385e-08 4.03469e-08 3.94652e-08 3.70825e-08 5.39583e-08 1.9565e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #769 of 1000; initialization seed = 493576994 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 498646 Distortion: 0.0358747 Distortions/cluster: 2.98019e-06 3.61798e-06 6.22916e-06 5.15367e-06 2.74129e-06 1.8628e-06 5.66762e-06 2.43833e-06 2.80393e-06 1.86585e-06 4.74672e-06 3.44789e-06 2.898e-06 2.38396e-06 3.13002e-06 2.36772e-06 2.31322e-06 2.11384e-06 4.1524e-06 2.32906e-06 4.81704e-06 2.16338e-06 3.52668e-06 1.96326e-06 3.42236e-06 2.35475e-06 2.85499e-06 2.37044e-35 0 4.81021e-06 0 3.41503e-06 1.08283e-34 3.00005e-06 5.22562e-06 3.69823e-06 3.08688e-06 4.43506e-06 2.55125e-06 0 2.24464e-06 2.02027e-06 4.35604e-05 5.38776e-06 2.17166e-06 3.05334e-05 0.0356196 0 2.14506e-06 3.59577e-06 1.27749e-35 0 2.75265e-06 0 4.53615e-06 0 0 3.00557e-06 0 2.36707e-06 2.8692e-06 0 2.2145e-06 2.47253e-06 1.76233e-06 1.83293e-06 0 0 2.94319e-06 4.81569e-35 3.33684e-06 2.64947e-06 3.99708e-06 2.97799e-06 5.21863e-06 2.00022e-06 Variance: 6.13873e-06 Variances/cluster: 2.25752e-08 3.97459e-08 4.64712e-08 6.36196e-08 3.384e-08 5.17399e-08 4.10564e-08 2.65013e-08 2.77586e-08 2.27522e-08 4.05581e-08 2.08939e-08 3.18436e-08 3.09505e-08 3.86388e-08 2.13285e-08 4.36418e-08 3.10834e-08 2.33253e-08 3.63884e-08 4.67529e-08 3.66652e-08 2.82041e-08 2.51677e-08 2.95005e-08 3.62245e-08 1.0977e-07 0 0 1.65857e-07 0 4.26736e-08 0 1.93535e-08 4.28189e-08 3.52181e-08 3.50752e-08 3.92354e-08 2.62992e-08 0 3.03302e-08 2.34894e-08 2.7222e-06 3.02583e-08 2.33492e-08 3.08387e-07 0.035575 0 1.86511e-08 3.42344e-08 0 0 1.14655e-07 0 3.77889e-08 0 0 3.75667e-08 0 2.41511e-08 2.47323e-08 0 2.63605e-08 2.74701e-08 2.02548e-08 2.38022e-08 0 0 2.28135e-08 2.67973e-31 2.0596e-08 1.91974e-08 2.77542e-08 2.80917e-08 2.71715e-08 1.85189e-08 -------------------------------------------------------------- Initialization seed trial #770 of 1000; initialization seed = 493576995 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 727549 Distortion: 0.000205173 Distortions/cluster: 1.27749e-35 9.85484e-06 2.93843e-06 4.81569e-35 3.08417e-06 6.45786e-06 2.36332e-06 3.15559e-06 3.84837e-06 2.58853e-06 3.28228e-06 1.74307e-06 2.35405e-06 3.40375e-06 2.67277e-06 2.25624e-06 2.53399e-06 2.89564e-06 3.60305e-06 2.68009e-06 3.02548e-06 2.37044e-35 2.07399e-06 2.06558e-06 7.87631e-06 2.06817e-06 3.38162e-06 3.29027e-06 1.61098e-06 4.24567e-06 3.25688e-06 3.31734e-06 3.97933e-06 3.31519e-06 2.83976e-06 0 3.841e-06 3.01079e-06 3.91573e-06 2.27158e-06 2.96495e-06 2.75662e-06 3.2918e-06 3.54316e-06 0 0 3.62378e-06 3.10879e-06 3.30154e-06 3.72683e-06 9.64317e-35 3.63964e-06 1.91087e-06 2.66637e-06 0 1.99895e-06 1.99691e-06 4.56695e-06 5.25522e-06 3.15886e-06 3.46496e-06 2.88105e-06 2.74372e-06 0 1.08283e-34 2.02287e-06 2.24057e-06 2.56777e-06 2.1527e-06 2.63449e-06 2.62029e-06 0 2.59185e-06 0 3.47116e-06 3.16912e-06 Variance: 3.51084e-08 Variances/cluster: 0 8.95767e-07 1.82495e-08 2.67973e-31 2.65847e-08 4.0355e-07 2.20852e-08 2.17555e-08 3.40536e-08 2.84431e-08 2.29508e-08 3.28771e-08 3.98859e-08 3.7807e-08 2.69953e-08 1.97898e-08 2.58545e-08 3.32802e-08 2.23768e-08 2.97761e-08 3.47726e-08 0 3.29174e-08 2.86791e-08 9.05237e-08 2.65126e-08 3.04552e-08 2.15032e-08 1.15029e-07 4.00415e-08 4.78808e-08 3.60463e-08 4.42108e-08 4.04257e-08 3.50473e-08 0 2.35616e-08 2.02048e-08 1.22326e-07 3.66356e-08 2.93534e-08 2.15342e-08 2.81325e-08 3.19099e-08 0 0 2.78719e-08 2.46648e-08 2.0504e-08 4.09516e-08 6.86694e-32 4.18217e-08 2.72957e-08 2.446e-08 0 2.10397e-08 2.77325e-08 1.69132e-07 1.75159e-06 3.76022e-08 5.24947e-08 3.69336e-08 3.51651e-08 0 0 4.04438e-08 3.06826e-08 4.27822e-08 2.62438e-08 3.51148e-08 2.4953e-08 0 3.50135e-08 0 3.15533e-08 2.21597e-08 -------------------------------------------------------------- Initialization seed trial #771 of 1000; initialization seed = 493576996 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 594697 Distortion: 0.00412897 Distortions/cluster: 8.97025e-06 2.31364e-06 2.35088e-06 5.72624e-06 3.07142e-06 5.25522e-06 4.96415e-06 2.98054e-06 4.67561e-06 4.81569e-35 2.95622e-06 2.41973e-06 2.68024e-06 2.73399e-06 1.66835e-06 6.65456e-06 1.8838e-06 3.73738e-06 3.26597e-06 4.13496e-06 2.20339e-06 7.76726e-06 4.56353e-06 1.93437e-06 1.98148e-06 9.85484e-06 4.45124e-06 3.83736e-06 9.64317e-35 1.65183e-06 2.49055e-06 2.37044e-35 5.2913e-06 3.22648e-06 1.56422e-06 2.00892e-06 6.47501e-06 1.28474e-06 1.39164e-06 6.45786e-06 1.9777e-06 3.14735e-06 3.19032e-06 0.00391362 3.05472e-06 0 4.38232e-06 5.50662e-06 2.16812e-06 2.02923e-06 4.03648e-06 4.23856e-06 2.16199e-06 4.13749e-06 2.94161e-06 1.55897e-06 3.02826e-06 0 2.99997e-06 0 8.29035e-06 3.12445e-06 3.62814e-06 0 2.09112e-06 4.56695e-06 0 0 0 0 0 2.21315e-06 0 0 0 0 Variance: 7.06532e-07 Variances/cluster: 5.15366e-08 2.62826e-08 2.555e-08 5.45308e-08 3.83898e-08 1.75159e-06 3.22318e-08 3.97273e-08 3.80097e-08 2.67973e-31 2.05275e-08 2.91508e-08 3.9402e-08 2.187e-08 2.11165e-08 4.3766e-08 3.84414e-08 3.85274e-08 3.43756e-08 2.6335e-08 2.50355e-08 5.31845e-08 2.54862e-08 2.44835e-08 1.83449e-08 8.95767e-07 4.58852e-08 3.11954e-08 6.86694e-32 2.03906e-08 1.75375e-08 0 1.35629e-07 2.68851e-08 1.66392e-08 1.95023e-08 4.72476e-08 2.14104e-08 2.44122e-08 4.0355e-07 2.03863e-08 2.99722e-08 2.27859e-08 0.00391989 4.30099e-08 0 3.56171e-08 4.0477e-08 2.89057e-08 1.91415e-08 3.41964e-08 3.85197e-08 2.92133e-08 3.94015e-08 3.42017e-08 2.02445e-08 2.36505e-08 0 2.4997e-08 0 9.41992e-08 2.84016e-08 2.28165e-08 0 2.43133e-08 1.69132e-07 0 0 0 0 0 2.4318e-08 0 0 0 0 -------------------------------------------------------------- Initialization seed trial #772 of 1000; initialization seed = 493576997 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 494489 Distortion: 0.0397448 Distortions/cluster: 2.92191e-06 3.27367e-06 3.74863e-06 3.39804e-06 2.85499e-06 3.00328e-06 2.29394e-06 2.37044e-35 2.18293e-06 3.20402e-06 2.28393e-06 6.06853e-06 4.01604e-06 3.03788e-06 2.97025e-06 4.81569e-35 2.54978e-06 4.27414e-06 2.4608e-06 3.24325e-06 0.0356196 0 5.05841e-06 9.85484e-06 2.88404e-06 2.04297e-06 3.60777e-06 0 4.06936e-06 0 3.20644e-06 4.63125e-06 2.77058e-06 2.67315e-06 1.73028e-06 4.90783e-06 0.00391362 2.41016e-06 2.15615e-06 5.25522e-06 4.09615e-06 5.9104e-06 3.153e-06 2.92648e-06 0 0 0 1.87838e-06 5.3317e-06 5.39984e-06 3.28717e-06 2.65546e-06 0 3.08977e-06 0 2.73694e-06 3.61062e-06 3.76895e-06 6.63501e-06 3.12122e-06 0 0 4.29513e-06 8.78014e-06 3.48737e-06 4.93518e-06 0 2.63408e-06 2.90432e-06 0 2.78119e-06 2.74741e-06 0 0 2.25854e-06 4.14033e-06 Variance: 6.80096e-06 Variances/cluster: 3.39726e-08 2.35488e-08 3.94462e-08 3.81769e-08 1.0977e-07 1.97567e-08 2.41446e-08 0 2.09873e-08 4.05538e-08 3.46019e-08 4.27223e-08 2.82795e-08 2.61863e-08 2.51694e-08 2.67973e-31 2.00753e-08 1.64378e-07 1.11816e-07 2.19116e-08 0.035575 0 4.55566e-08 8.95767e-07 3.6972e-08 3.58393e-08 3.64389e-08 0 9.68806e-08 0 2.13737e-08 3.33075e-08 5.89427e-08 3.76465e-08 2.98298e-08 4.26628e-08 0.00391989 3.65153e-08 2.07304e-08 1.75159e-06 2.98959e-08 3.93959e-07 3.46379e-08 2.61262e-08 0 0 0 2.47134e-08 2.96108e-08 2.93374e-08 5.30143e-08 4.49942e-08 0 3.72229e-08 0 3.74893e-08 4.2465e-08 2.4004e-08 3.94815e-08 3.50668e-08 0 0 2.20244e-08 4.26079e-08 1.89514e-08 4.01102e-08 0 2.99301e-08 2.93341e-08 0 3.3914e-08 2.23347e-08 0 0 2.53744e-08 2.39302e-08 -------------------------------------------------------------- Initialization seed trial #773 of 1000; initialization seed = 493576998 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 721971 Distortion: 0.000235911 Distortions/cluster: 5.74852e-06 1.87397e-06 1.69143e-06 1.48284e-06 3.32297e-06 4.61703e-06 1.84313e-06 5.01992e-06 3.19393e-06 2.15432e-06 9.85294e-07 2.55142e-06 3.37248e-06 6.66838e-06 2.76387e-06 1.82798e-06 3.87564e-06 3.65979e-06 1.31862e-06 9.64317e-35 4.03146e-06 1.05513e-06 1.27749e-35 4.45434e-06 3.62497e-06 9.93294e-07 1.01681e-05 5.3315e-06 3.79956e-06 0 2.37044e-35 1.59381e-06 1.17278e-06 1.0234e-05 2.78137e-06 4.0863e-06 0 3.85015e-06 2.16707e-06 0 2.95673e-06 3.63505e-06 0 4.56695e-06 0 1.72577e-06 2.98483e-06 3.78324e-06 0 2.31711e-06 0 4.81569e-35 2.40806e-06 1.08283e-34 0 1.59192e-05 2.57933e-06 0 0 5.72334e-06 2.45348e-05 3.23623e-06 1.14601e-06 3.91699e-06 2.05517e-06 1.3607e-06 5.02915e-06 5.72803e-06 2.3727e-06 0 8.43383e-06 4.04951e-06 3.44316e-06 0 0 4.68965e-06 Variance: 4.03681e-08 Variances/cluster: 2.93196e-08 2.49841e-08 1.94395e-08 1.92559e-08 3.07655e-08 4.19592e-08 2.11836e-08 3.41462e-08 4.83886e-08 2.69266e-08 1.61509e-08 2.09114e-08 2.65527e-08 4.69454e-08 2.28391e-08 2.72809e-08 4.166e-08 4.35653e-08 1.69035e-08 6.86694e-32 2.51944e-08 1.85095e-08 0 3.9406e-08 4.31402e-08 1.36056e-08 4.30709e-08 3.39475e-08 4.04183e-08 0 0 2.61253e-08 1.98758e-08 3.93491e-08 2.52825e-08 3.74857e-08 0 2.63686e-08 2.67517e-08 0 2.05304e-08 5.2666e-08 0 1.69132e-07 0 2.13039e-08 3.73075e-08 3.439e-08 0 2.16533e-08 0 2.67973e-31 2.76762e-08 0 0 7.5794e-07 3.14524e-08 0 0 4.40125e-08 2.72576e-06 2.91526e-08 1.84823e-08 2.152e-08 2.66881e-08 2.38692e-08 1.32302e-07 5.40333e-08 2.57871e-08 0 9.58293e-08 3.89344e-08 2.34206e-08 0 0 4.00696e-08 -------------------------------------------------------------- Initialization seed trial #774 of 1000; initialization seed = 493576999 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 727870 Distortion: 0.000206095 Distortions/cluster: 3.33609e-06 5.00731e-06 4.41525e-06 4.61296e-06 4.43526e-06 1.88155e-06 3.45749e-06 1.4478e-06 2.83197e-06 2.81875e-06 2.0121e-06 9.85484e-06 4.81569e-35 1.08283e-34 4.27881e-06 3.49661e-06 4.87958e-06 1.77875e-06 2.37044e-35 5.86542e-06 4.65937e-06 1.27749e-35 2.67312e-06 2.34799e-06 4.48602e-06 2.48951e-06 3.53924e-06 4.79965e-06 9.64317e-35 1.46848e-06 0 2.47279e-06 1.40712e-06 2.38062e-06 3.73819e-06 2.60895e-06 1.78111e-06 2.63797e-06 3.28578e-06 2.71722e-06 3.50108e-06 1.24903e-06 2.08582e-06 3.07235e-06 3.32778e-06 5.25522e-06 4.00207e-06 2.55616e-06 0 2.20307e-06 1.14667e-06 5.85053e-06 3.00804e-06 5.00512e-06 3.68933e-06 5.53487e-06 3.24419e-06 1.87609e-06 1.34667e-06 0 4.56025e-06 0 2.96004e-06 3.02209e-06 7.53819e-06 0 2.46972e-06 2.06755e-06 0 0 1.84841e-06 1.91144e-06 0 2.91669e-06 0 2.94289e-06 Variance: 3.52661e-08 Variances/cluster: 2.28479e-08 3.33712e-08 3.80511e-08 3.03384e-08 3.92372e-08 3.76278e-08 3.75782e-08 1.74414e-08 2.88952e-08 3.91364e-08 1.81248e-08 8.95767e-07 2.67973e-31 0 2.77821e-08 3.60363e-08 2.65171e-08 1.97616e-08 0 4.44207e-08 3.00507e-08 0 2.12134e-08 2.42032e-08 4.23069e-08 3.95041e-08 2.78656e-08 3.42778e-07 6.86694e-32 2.06803e-08 0 3.21037e-08 4.8517e-08 3.40059e-08 2.4115e-08 1.04322e-07 1.48415e-07 3.4699e-08 3.91133e-08 4.17999e-08 1.93413e-08 2.08151e-08 3.02265e-08 3.45178e-08 2.57943e-08 1.75159e-06 2.42528e-08 1.111e-07 0 3.19258e-08 3.82191e-08 3.25001e-08 3.4564e-08 2.71928e-08 2.99919e-08 2.88249e-08 3.77209e-08 2.06145e-08 2.69242e-07 0 4.10698e-08 0 2.42605e-08 3.5974e-08 8.8676e-08 0 3.91983e-08 2.22291e-08 0 0 2.84349e-08 1.00592e-07 0 2.17644e-08 0 2.75005e-08 -------------------------------------------------------------- Initialization seed trial #775 of 1000; initialization seed = 493577000 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 595425 Distortion: 0.00412974 Distortions/cluster: 2.85499e-06 1.31734e-06 5.98889e-06 9.85484e-06 2.98012e-06 3.06612e-06 1.74086e-06 2.09067e-06 1.51538e-05 2.8265e-06 3.59976e-06 0.00391362 3.08075e-06 9.64317e-35 2.33972e-06 2.37044e-35 3.13262e-06 2.55616e-06 3.677e-06 7.05853e-06 4.04687e-06 2.21978e-06 3.59363e-06 3.58392e-06 1.83343e-06 5.9104e-06 1.33878e-06 3.44118e-06 0 1.4289e-06 4.56311e-06 2.13205e-06 5.25522e-06 0 1.57614e-06 4.81569e-35 2.74844e-06 5.98588e-06 0 2.22308e-06 2.96887e-06 1.7752e-06 3.88657e-06 3.65991e-06 1.3812e-06 0 0 0 0 2.90804e-06 0 2.7594e-06 2.09517e-06 0 3.23707e-06 9.28903e-06 2.76602e-06 0 3.64547e-06 0 3.66638e-06 1.30875e-06 0 2.2198e-06 0 3.69967e-06 1.95963e-06 4.04656e-06 0 3.22912e-06 3.00129e-06 2.45494e-06 5.11328e-06 0 6.45911e-06 1.33929e-05 Variance: 7.06664e-07 Variances/cluster: 1.0977e-07 2.43925e-08 4.67732e-08 8.95767e-07 2.92142e-08 3.73888e-08 2.52277e-08 2.48859e-08 4.24337e-08 2.10914e-08 3.27223e-08 0.00391989 2.72603e-08 6.86694e-32 2.59946e-08 0 1.49161e-07 1.111e-07 2.34183e-08 4.41016e-08 4.17066e-08 2.99944e-08 1.19777e-07 3.85241e-08 1.62236e-08 3.93959e-07 1.83376e-08 2.38947e-08 0 2.42165e-08 4.18601e-08 2.29225e-08 1.75159e-06 0 1.81144e-08 2.67973e-31 3.87081e-08 4.24404e-08 0 1.30756e-07 2.1054e-08 1.77498e-08 6.37081e-08 2.3162e-08 1.81715e-08 0 0 0 0 2.71755e-08 0 2.60297e-08 2.22871e-08 0 2.08825e-08 4.42193e-08 1.96154e-08 0 2.29255e-08 0 3.1334e-08 1.7926e-08 0 2.28825e-08 0 3.69937e-08 3.4368e-08 4.04621e-08 0 3.04607e-08 3.15897e-08 2.7581e-08 4.96282e-08 0 5.47334e-08 3.78207e-08 -------------------------------------------------------------- Initialization seed trial #776 of 1000; initialization seed = 493577001 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 498936 Distortion: 0.0358295 Distortions/cluster: 2.41469e-06 3.61668e-06 2.99054e-06 9.85484e-06 3.39622e-06 2.63223e-06 1.89348e-06 2.08497e-06 1.66125e-06 2.09372e-06 3.16076e-06 1.08283e-34 4.2457e-06 5.25522e-06 2.31793e-06 2.88035e-06 1.93577e-06 6.71283e-06 1.27749e-35 1.90866e-06 3.80888e-06 2.20121e-06 2.17807e-06 0 3.26968e-06 0.0356196 3.40819e-06 2.1136e-06 2.47999e-06 2.04947e-06 2.37044e-35 1.61603e-06 3.00267e-06 0 2.05145e-06 5.3908e-06 5.81649e-06 3.31576e-06 4.24586e-06 5.67016e-06 3.18631e-06 5.97569e-06 4.32081e-06 2.22308e-06 8.04261e-06 1.68237e-06 2.74599e-06 0 2.54232e-06 1.84732e-06 0 0 0 0 5.2913e-06 2.62849e-06 1.44566e-06 4.62901e-06 0 4.81569e-35 4.95175e-06 5.9104e-06 3.51958e-06 2.19525e-06 2.03264e-06 5.48434e-06 0 2.01059e-06 2.36822e-06 6.33297e-06 2.90944e-06 2.08302e-06 3.07797e-06 0 6.81654e-06 0 Variance: 6.13099e-06 Variances/cluster: 3.65833e-08 2.58311e-08 3.64678e-08 8.95767e-07 4.65081e-08 1.88e-08 2.86864e-08 2.08479e-08 2.59547e-08 1.61041e-07 2.12113e-08 0 3.92998e-08 1.75159e-06 2.69503e-08 3.89204e-08 2.1039e-08 4.72581e-08 0 2.51117e-08 2.35096e-08 3.14432e-08 3.45694e-08 0 4.67056e-08 0.035575 2.28717e-08 3.06292e-08 3.39698e-08 3.5333e-08 0 2.64892e-08 2.29191e-08 0 2.25415e-08 7.92686e-08 2.9219e-08 2.96021e-08 2.60459e-08 3.4775e-08 1.86318e-08 4.17743e-08 2.32281e-08 1.30756e-07 5.18714e-08 2.36925e-08 3.01729e-08 0 2.85629e-08 2.05233e-08 0 0 0 0 1.35629e-07 1.99105e-08 3.07563e-08 4.16891e-08 0 2.67973e-31 3.05562e-08 3.93959e-07 1.06645e-07 2.38586e-08 2.05298e-08 3.28297e-08 0 2.95649e-08 1.86452e-08 4.19266e-08 2.42432e-08 5.78569e-08 2.52264e-08 0 5.12369e-08 0 -------------------------------------------------------------- Initialization seed trial #777 of 1000; initialization seed = 493577002 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 726691 Distortion: 0.000211025 Distortions/cluster: 6.07498e-06 2.18118e-06 2.94381e-06 1.08283e-34 4.56329e-06 1.47951e-06 2.83001e-06 1.86453e-06 5.9104e-06 1.40302e-06 4.97262e-06 2.64731e-06 2.16662e-06 2.3971e-06 3.71481e-06 4.81569e-35 0 1.55715e-06 1.93549e-06 1.71883e-06 1.27749e-35 3.29756e-06 3.65708e-06 2.37044e-35 3.37345e-06 9.64317e-35 3.99389e-06 1.2677e-06 2.97527e-06 9.85484e-06 2.47531e-06 2.23148e-06 4.14105e-06 2.78311e-06 2.01224e-06 4.55208e-06 4.12691e-06 2.85303e-06 2.23624e-06 2.59578e-06 1.65088e-06 2.68458e-06 1.80383e-06 5.25522e-06 4.8221e-06 0 8.29035e-06 4.75197e-06 3.45e-06 5.2913e-06 3.27742e-06 3.47616e-06 5.58322e-06 0 2.66882e-06 0 4.56695e-06 1.50434e-06 6.12188e-06 5.02764e-06 4.77846e-06 0 2.84104e-06 0 0 0 0 3.81237e-06 2.48484e-06 1.60832e-06 2.40261e-06 1.37372e-06 4.11444e-06 3.42747e-06 1.82723e-06 3.34006e-06 Variance: 3.61097e-08 Variances/cluster: 2.81224e-08 3.35456e-08 1.98883e-08 0 2.8879e-08 2.68974e-08 2.24578e-08 1.84591e-08 3.93959e-07 3.04977e-08 4.7344e-08 2.34248e-08 2.74231e-08 3.74519e-08 5.30641e-08 2.67973e-31 0 2.43284e-08 3.28024e-08 2.29157e-08 0 3.92543e-08 3.93104e-08 0 4.2689e-08 6.86694e-32 2.06919e-08 2.88089e-08 2.60958e-08 8.95767e-07 2.33499e-08 3.54176e-08 2.08075e-08 2.86824e-08 4.19178e-08 2.72556e-08 3.7505e-08 3.85416e-08 3.24065e-08 3.41519e-08 2.08954e-08 4.54877e-08 4.74656e-08 1.75159e-06 3.76606e-08 0 9.41992e-08 4.20392e-08 3.96425e-08 1.35629e-07 2.5602e-08 4.08925e-08 4.57489e-08 0 3.46569e-08 0 1.69132e-07 2.83814e-08 2.76918e-08 3.08342e-08 3.82244e-08 0 2.65495e-08 0 0 0 0 2.45936e-08 2.16051e-08 2.36497e-08 2.76136e-08 2.32809e-08 2.31128e-08 3.42636e-08 2.43608e-08 3.8379e-08 -------------------------------------------------------------- Initialization seed trial #778 of 1000; initialization seed = 493577003 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 595139 Distortion: 0.00415179 Distortions/cluster: 3.6644e-06 2.37044e-35 2.14058e-06 4.98207e-06 1.64372e-06 3.53106e-06 4.81569e-35 4.97886e-06 2.31001e-06 0.00391362 2.36312e-06 1.58176e-06 3.095e-06 2.66418e-06 4.73503e-06 2.45348e-05 4.56695e-06 9.64317e-35 0 2.35162e-06 0 1.91401e-06 6.80789e-06 3.97327e-06 1.48908e-06 5.25815e-06 2.80765e-06 1.89241e-06 4.57092e-06 0 2.40648e-06 3.91696e-06 3.62794e-06 6.05085e-06 2.25918e-06 6.44553e-06 4.46466e-06 0 0 4.1348e-06 4.9097e-06 4.72278e-06 0 3.66912e-06 0 9.42094e-06 3.34957e-06 4.05577e-06 0 0 8.54309e-06 5.04996e-06 2.51334e-06 5.36979e-06 0 1.64547e-06 3.82165e-06 1.59192e-05 2.27614e-06 5.83837e-06 4.7379e-06 0 3.16631e-06 0 0 0 0 4.39525e-06 0 0 2.65286e-06 4.3704e-06 4.73735e-06 1.84391e-06 0 0 Variance: 7.10437e-07 Variances/cluster: 3.77657e-08 0 1.8941e-08 2.89629e-08 1.86765e-08 2.73702e-08 2.67973e-31 2.94581e-08 2.4313e-08 0.00391989 2.31658e-08 2.05399e-08 1.89861e-08 3.28885e-08 4.55146e-08 2.72576e-06 1.69132e-07 6.86694e-32 0 2.44931e-08 0 3.9872e-08 3.63941e-08 4.61966e-08 2.32649e-08 1.34779e-07 3.74321e-08 3.20719e-08 4.27152e-08 0 5.23101e-08 3.10842e-08 2.55466e-08 3.82933e-08 3.58481e-08 2.98306e-08 2.48012e-08 0 0 4.26241e-08 4.05628e-08 3.63261e-08 0 3.86095e-08 0 4.42151e-08 2.99037e-08 2.45783e-08 0 0 9.59801e-08 2.83681e-08 2.224e-08 4.83619e-08 0 2.00644e-08 3.10675e-08 7.5794e-07 1.86553e-08 3.27891e-08 4.01387e-08 0 3.04424e-08 0 0 0 0 4.1451e-08 0 0 2.10526e-08 2.87501e-08 4.93323e-08 2.02606e-08 0 0 -------------------------------------------------------------- Initialization seed trial #779 of 1000; initialization seed = 493577004 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 497927 Distortion: 0.036089 Distortions/cluster: 4.27414e-06 3.04517e-06 3.81239e-06 2.75541e-06 2.91522e-06 0.000271944 2.91945e-06 2.44388e-06 2.31573e-06 2.13957e-06 3.3987e-06 3.53517e-06 2.68887e-06 2.02291e-06 9.85484e-06 0.0356196 1.682e-06 2.90073e-06 2.37044e-35 4.15692e-06 2.08528e-06 2.18498e-06 2.26264e-06 6.45786e-06 2.45876e-06 2.13306e-06 2.5134e-06 1.81301e-06 2.92734e-06 1.62493e-06 2.8132e-06 3.68447e-06 1.48607e-06 5.25522e-06 2.26517e-06 0 2.84009e-06 3.18052e-06 3.42939e-06 3.64788e-06 0 2.85499e-06 1.94443e-06 1.27749e-35 0 5.00965e-06 3.57819e-06 3.15569e-06 3.60494e-06 0 2.75265e-06 4.43759e-06 2.22939e-06 1.08283e-34 3.06095e-06 4.80871e-06 2.69431e-06 0 2.0463e-06 3.07095e-06 1.80489e-06 3.48327e-06 3.03662e-06 3.15702e-06 2.78054e-06 3.42325e-06 3.04438e-06 0 3.51646e-06 2.96556e-06 2.69856e-06 2.36021e-06 2.89273e-06 0 2.71788e-06 2.40721e-06 Variance: 6.17539e-06 Variances/cluster: 1.64378e-07 4.00645e-08 4.01172e-08 2.7279e-08 4.10468e-08 3.27612e-06 2.94868e-08 2.84146e-08 3.26134e-08 3.39593e-08 3.14666e-08 3.57056e-08 2.10046e-08 2.52841e-08 8.95767e-07 0.035575 4.94664e-08 1.83574e-08 0 3.74385e-08 2.48225e-08 2.22938e-08 2.6617e-08 4.0355e-07 2.03186e-08 1.74826e-08 2.12976e-08 1.90826e-08 2.39918e-08 4.51331e-08 2.60451e-08 3.31826e-08 3.03254e-08 1.75159e-06 2.46193e-08 0 4.05592e-08 2.30452e-08 2.11666e-08 2.39969e-08 0 1.0977e-07 3.5351e-08 0 0 4.07158e-08 3.72605e-08 3.50522e-08 3.43215e-08 0 1.14655e-07 4.06984e-08 3.48315e-08 0 2.97081e-08 4.71296e-08 2.08843e-08 0 4.01199e-08 3.19861e-08 2.28447e-08 3.91249e-08 2.53027e-08 5.44266e-08 2.45984e-08 2.61288e-08 5.07351e-08 0 2.05623e-08 2.39137e-08 3.03108e-08 2.98733e-08 3.04399e-08 0 2.26416e-08 3.59254e-08 -------------------------------------------------------------- Initialization seed trial #780 of 1000; initialization seed = 493577005 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 499356 Distortion: 0.0358327 Distortions/cluster: 3.54262e-06 4.53121e-06 3.53353e-06 4.28144e-06 2.55616e-06 4.23705e-06 3.65517e-06 3.34429e-06 3.90882e-06 5.89405e-06 3.12321e-06 2.71866e-06 3.6771e-06 2.74864e-06 1.89667e-06 4.81569e-35 3.73809e-06 3.60873e-06 4.98346e-06 9.85484e-06 2.63496e-06 3.89675e-06 5.00598e-06 4.27414e-06 4.33332e-06 1.27749e-35 2.37044e-35 3.27862e-06 0 1.71663e-06 1.08283e-34 2.53896e-06 4.78184e-06 2.7192e-06 4.15949e-06 3.11907e-06 3.56986e-06 2.85499e-06 0 0 0 3.08976e-06 4.22411e-06 0 0 3.67142e-06 4.54517e-06 4.7195e-06 0 0 0 4.31682e-06 3.84077e-06 6.45786e-06 2.00953e-06 3.25086e-06 8.00262e-06 4.1649e-06 0.0356196 0 3.44776e-06 3.51604e-06 4.54985e-06 5.25522e-06 2.46728e-06 4.17255e-06 0 0 5.26734e-06 2.4512e-06 0 2.51341e-06 0 2.4814e-06 0 0 Variance: 6.13153e-06 Variances/cluster: 3.19125e-08 3.87167e-08 1.99617e-08 2.4603e-08 1.111e-07 3.06931e-08 2.16257e-08 2.61244e-08 2.13578e-08 4.39713e-08 4.00279e-08 3.48433e-08 3.87039e-08 4.16322e-08 3.01033e-08 2.67973e-31 2.22481e-08 4.10047e-08 3.74577e-08 8.95767e-07 2.96037e-08 3.47892e-08 4.0035e-08 1.64378e-07 2.53388e-08 0 0 2.80191e-08 0 4.90423e-08 0 3.25482e-08 2.54331e-08 2.34393e-08 2.61517e-08 5.11277e-08 2.37968e-08 1.0977e-07 0 0 0 2.78265e-08 3.90993e-08 0 0 2.32348e-08 3.1774e-08 3.4691e-08 0 0 0 2.89694e-08 3.65758e-08 4.0355e-07 4.67295e-08 4.85057e-08 9.09302e-08 4.08189e-08 0.035575 0 3.07808e-08 4.04108e-08 3.66892e-08 1.75159e-06 2.80347e-08 2.72692e-08 0 0 3.27137e-08 2.13129e-08 0 2.30567e-08 0 2.63955e-08 0 0 -------------------------------------------------------------- Initialization seed trial #781 of 1000; initialization seed = 493577006 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 722526 Distortion: 0.000232106 Distortions/cluster: 2.40208e-06 2.6415e-06 2.98922e-06 1.62865e-06 2.64901e-06 2.21522e-06 1.69479e-06 2.09721e-06 3.51376e-06 5.5198e-06 4.61785e-06 3.38363e-06 9.64317e-35 0 2.75923e-06 4.48736e-06 2.73986e-06 2.52436e-06 3.40215e-06 4.89791e-06 3.95533e-06 2.37044e-35 1.84691e-06 6.88879e-06 1.08283e-34 1.89376e-06 5.5155e-06 2.97262e-06 1.59192e-05 2.5219e-06 2.50179e-06 1.92455e-06 2.61809e-06 7.53548e-06 2.6002e-06 2.0333e-06 3.85654e-06 3.8284e-06 4.89065e-06 2.61248e-06 3.23091e-06 4.79502e-06 0 3.59999e-06 0 1.64008e-06 8.55988e-06 4.56695e-06 1.27749e-35 2.60091e-06 2.31874e-06 2.19683e-06 3.80489e-06 5.17704e-06 3.44395e-06 5.31445e-06 0 2.49681e-06 2.33626e-06 0 2.01505e-06 2.93357e-06 0 2.04828e-06 4.37221e-06 0 0 0 2.9729e-06 0 3.15806e-06 0 0 2.45348e-05 1.90935e-06 4.81569e-35 Variance: 3.9717e-08 Variances/cluster: 3.87396e-08 2.49175e-08 2.19777e-08 1.96199e-08 3.1533e-08 2.30731e-08 2.68983e-08 1.90633e-08 2.49181e-08 2.81598e-08 3.94559e-08 6.90323e-08 6.86694e-32 0 2.31848e-08 4.07807e-08 2.28301e-08 2.90133e-08 4.19989e-08 4.14941e-08 3.32351e-08 0 2.75634e-08 3.82588e-08 0 2.66704e-08 1.37842e-07 4.07172e-08 7.5794e-07 2.40157e-08 1.74935e-08 2.63614e-08 3.96646e-08 3.88298e-08 3.02323e-08 2.47934e-08 2.19102e-08 2.27862e-08 3.56863e-08 4.58191e-08 3.89242e-08 4.02811e-08 0 3.49483e-08 0 4.82336e-08 9.61687e-08 1.69132e-07 0 2.09732e-08 1.9816e-08 3.60105e-08 3.36686e-08 3.8336e-08 4.0987e-08 3.20043e-08 0 3.42001e-08 2.18316e-08 0 2.83782e-08 2.66665e-08 0 2.22614e-08 2.81986e-08 0 0 0 3.6244e-08 0 4.15499e-08 0 0 2.72576e-06 2.14514e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #782 of 1000; initialization seed = 493577007 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 499014 Distortion: 0.035833 Distortions/cluster: 3.35521e-06 1.92421e-06 5.762e-06 4.47062e-06 6.45786e-06 4.1583e-06 4.81569e-35 5.81632e-06 3.43645e-06 4.57628e-06 4.17966e-06 1.76397e-06 2.1605e-06 3.45427e-06 2.37044e-35 4.60104e-06 5.36819e-06 3.75407e-06 9.85484e-06 2.99603e-06 2.49582e-06 0 1.9796e-06 3.7077e-06 1.82587e-06 2.33501e-06 2.23734e-06 2.79748e-06 2.78998e-06 2.87505e-06 1.27749e-35 2.04302e-06 1.50782e-06 3.33509e-06 5.79437e-06 3.0228e-06 0 1.56281e-06 3.15016e-06 0 5.97008e-06 1.84191e-06 2.69882e-06 3.52076e-06 3.48263e-06 0 5.0896e-06 0 1.46996e-06 0 5.76368e-06 5.03043e-06 1.08283e-34 2.8226e-06 4.59804e-06 6.75541e-06 4.19596e-06 0.0356196 0 0 4.40339e-06 2.72691e-06 3.37112e-06 1.98015e-06 0 2.25129e-06 5.25522e-06 3.53354e-06 0 0 5.44913e-06 0 4.76372e-06 2.69474e-06 2.20197e-06 0 Variance: 6.13158e-06 Variances/cluster: 3.94707e-08 1.48005e-07 4.14498e-08 4.06288e-08 4.0355e-07 4.42333e-08 2.67973e-31 8.30817e-08 2.96221e-08 4.04847e-08 3.9419e-08 3.67382e-08 2.40027e-08 2.97753e-08 0 1.27765e-07 3.06727e-08 1.10403e-07 8.95767e-07 2.41594e-08 3.51408e-08 0 1.97937e-08 3.90253e-08 2.57142e-08 1.86779e-08 4.75876e-08 2.79724e-08 2.60721e-08 3.73355e-08 0 2.26982e-08 1.79481e-08 2.62575e-08 2.98581e-08 2.60564e-08 0 2.0294e-08 4.63118e-08 0 5.47666e-08 2.11694e-08 2.6199e-08 2.70804e-08 2.32155e-08 0 2.57028e-08 0 1.68946e-08 0 3.27373e-08 3.16276e-08 0 3.81306e-08 4.29686e-08 3.99601e-08 8.38909e-08 0.035575 0 0 2.55989e-08 3.3252e-08 3.06437e-08 1.99998e-08 0 3.16979e-08 1.75159e-06 3.96899e-08 0 0 3.38345e-08 0 2.75336e-08 2.10509e-08 1.77563e-08 0 -------------------------------------------------------------- Initialization seed trial #783 of 1000; initialization seed = 493577008 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 498494 Distortion: 0.0358239 Distortions/cluster: 2.8246e-06 5.05489e-06 2.22748e-06 2.71517e-06 2.07772e-06 5.29176e-06 2.35126e-06 4.56695e-06 9.85484e-06 3.20685e-06 4.14851e-06 4.14721e-06 3.7744e-06 1.48395e-06 2.05329e-06 2.37044e-35 2.52245e-06 2.50836e-06 3.81648e-06 1.27749e-35 3.51874e-06 2.52969e-06 5.25522e-06 3.47357e-06 1.65296e-06 2.7945e-06 2.67932e-06 3.12274e-06 3.57124e-06 2.59912e-06 2.14865e-06 2.75649e-06 1.89757e-06 2.84008e-06 4.93191e-06 5.9104e-06 2.65108e-06 2.79328e-06 2.30635e-06 2.33534e-06 3.49035e-06 3.61177e-06 0 3.28126e-06 0 3.43797e-06 3.90007e-06 3.10382e-06 2.81979e-06 2.07518e-06 3.17426e-06 1.08283e-34 0 4.52334e-06 2.57086e-06 1.05058e-06 0.0356196 2.28857e-06 3.20251e-06 2.71104e-06 3.72538e-06 4.24197e-06 0 2.9202e-06 1.08884e-06 7.89415e-06 3.78426e-06 1.99889e-06 0 0 0 2.09557e-06 2.9725e-06 0 2.03777e-06 4.81569e-35 Variance: 6.13004e-06 Variances/cluster: 1.92133e-08 4.10844e-08 2.74973e-08 2.61046e-08 3.14705e-08 4.40839e-08 2.93811e-08 1.69132e-07 8.95767e-07 2.25808e-08 3.80565e-08 2.80126e-08 3.59436e-08 2.96763e-08 1.97409e-08 0 2.47275e-08 1.99059e-08 2.61381e-08 0 3.95236e-08 2.50443e-08 1.75159e-06 2.31551e-08 2.70952e-08 3.44886e-08 2.28982e-08 4.73106e-08 2.24586e-08 2.65193e-08 2.414e-08 3.36053e-08 1.77327e-08 2.27187e-08 5.03212e-08 3.93959e-07 3.63042e-08 2.47165e-08 9.22232e-08 3.53808e-08 4.20385e-08 4.35117e-08 0 3.85903e-08 0 2.5648e-08 3.30485e-08 3.16614e-08 2.20278e-08 2.80406e-08 3.64829e-08 0 0 3.22989e-08 3.06028e-08 8.75168e-08 0.035575 2.22168e-08 2.12062e-08 2.11782e-08 3.96186e-08 4.60939e-08 0 2.83421e-08 9.07046e-08 9.07286e-08 3.90105e-08 1.88558e-08 0 0 0 1.30959e-07 2.63022e-08 0 1.78736e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #784 of 1000; initialization seed = 493577009 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 86 BIC score: 595350 Distortion: 0.00415369 Distortions/cluster: 2.08592e-06 1.22068e-05 2.12059e-06 2.99471e-06 2.34445e-06 3.09863e-06 1.71709e-06 5.9505e-06 4.86117e-06 8.39942e-06 5.38897e-06 2.68238e-06 5.83568e-06 2.79503e-06 2.45348e-05 2.1359e-06 2.00071e-06 4.77367e-06 2.81186e-06 2.35023e-06 5.22423e-06 3.02978e-06 1.2241e-06 3.65685e-06 1.24333e-05 9.64317e-35 2.37044e-35 2.17663e-06 5.01186e-06 2.17044e-06 1.4412e-06 1.76525e-06 0 1.8367e-06 5.00146e-06 0 0 1.54464e-06 0 2.70894e-06 4.80205e-06 5.62231e-06 0 2.14849e-06 0 0 4.56695e-06 1.92005e-06 0 2.47827e-06 0 2.07128e-06 1.54721e-06 0 2.27466e-06 2.31196e-06 6.9455e-06 4.77594e-06 0 1.40525e-06 0 3.35842e-06 0 1.59192e-05 0.00391362 2.83133e-06 0 0 5.52303e-06 1.04704e-05 0 5.29206e-06 1.92857e-06 1.56383e-06 4.81569e-35 0 Variance: 7.10762e-07 Variances/cluster: 2.54351e-08 4.34266e-08 1.94533e-08 1.94439e-08 3.30176e-08 3.60283e-08 3.504e-08 4.24897e-08 3.0191e-08 9.43662e-08 4.76756e-08 2.85335e-08 1.42286e-07 2.32897e-08 2.72576e-06 2.84759e-08 2.70335e-08 2.77515e-08 2.05227e-08 3.40584e-08 2.15858e-08 2.14855e-08 2.14731e-08 4.30181e-08 4.28592e-08 6.86694e-32 0 3.9572e-08 2.36388e-08 2.93277e-08 3.20238e-08 2.02884e-08 0 2.91517e-08 2.92457e-08 0 0 2.30522e-08 0 2.41848e-08 5.92667e-08 4.60694e-08 0 2.79001e-08 0 0 1.69132e-07 3.91813e-08 0 2.21248e-08 0 2.55683e-08 4.8346e-08 0 2.41956e-08 2.7521e-08 4.31257e-08 3.00347e-08 0 2.55476e-08 0 4.04507e-08 0 7.5794e-07 0.00391989 5.14741e-08 0 0 2.95323e-08 3.37646e-08 0 4.19867e-08 3.57109e-08 2.52209e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #785 of 1000; initialization seed = 493577010 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 81 BIC score: 727619 Distortion: 0.000206531 Distortions/cluster: 4.27414e-06 3.01792e-06 9.64317e-35 2.15775e-06 2.47262e-06 7.89415e-06 3.33875e-06 2.86947e-06 2.17692e-06 4.58157e-06 1.27749e-35 3.53179e-06 2.00334e-06 2.66447e-06 3.07448e-06 4.07704e-06 2.44598e-06 4.85924e-06 5.27193e-06 1.66662e-06 6.391e-06 2.37044e-35 2.6791e-06 3.45561e-06 0 3.60439e-06 2.22308e-06 3.77712e-06 3.01367e-06 2.23297e-06 5.9104e-06 2.08487e-06 3.42613e-06 3.67276e-06 0 3.91275e-06 1.97387e-06 0 4.37208e-06 2.22203e-06 0 5.25522e-06 4.32518e-06 2.66096e-06 2.91564e-06 2.043e-06 0 1.08283e-34 9.85484e-06 3.30198e-06 4.81569e-35 4.05917e-06 2.78818e-06 0 3.18701e-06 2.08022e-06 3.5256e-06 1.51807e-06 2.65134e-06 2.85849e-06 2.65234e-06 0 2.73335e-06 1.80023e-06 1.9759e-06 2.48021e-06 2.33506e-06 4.77829e-06 4.92849e-06 2.5447e-06 0 0 2.56114e-06 4.5313e-06 2.85499e-06 0 Variance: 3.53407e-08 Variances/cluster: 1.64378e-07 3.9182e-08 6.86694e-32 2.76611e-08 2.6585e-08 9.07286e-08 3.75028e-08 2.31382e-08 2.65455e-08 2.53042e-08 0 2.5046e-08 2.00311e-08 1.15807e-07 2.07717e-08 2.19177e-08 2.18372e-08 3.09405e-08 4.70561e-08 2.82453e-08 4.37597e-08 0 2.04488e-08 3.83925e-08 0 3.13323e-08 1.30756e-07 4.06117e-08 3.86334e-08 3.98708e-08 3.93959e-07 1.86132e-08 3.49489e-08 2.26694e-08 0 4.20587e-08 1.74663e-08 0 3.90236e-08 3.26739e-08 0 1.75159e-06 3.48775e-08 2.29373e-08 4.16387e-08 2.79839e-08 0 0 8.95767e-07 2.23087e-08 2.67973e-31 3.09759e-08 2.48919e-08 0 2.74716e-08 3.78193e-08 2.82023e-08 2.05125e-08 2.38833e-08 2.30503e-08 2.52574e-08 0 4.20374e-08 2.68666e-08 1.99563e-08 2.04958e-08 5.07577e-08 4.30439e-08 3.54454e-08 3.43852e-08 0 0 2.08205e-08 4.11801e-08 1.0977e-07 0 -------------------------------------------------------------- Initialization seed trial #786 of 1000; initialization seed = 493577011 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 726608 Distortion: 0.000212805 Distortions/cluster: 2.4144e-06 2.12651e-06 7.75069e-06 4.53087e-06 2.20006e-06 3.02707e-06 5.99218e-06 2.37044e-35 6.74119e-06 5.34428e-06 2.67806e-06 1.43744e-06 5.79533e-06 3.70118e-06 9.64317e-35 1.66782e-06 2.98394e-06 0 4.13679e-06 3.12722e-06 4.10873e-06 2.52621e-06 7.87631e-06 1.35628e-06 1.72731e-06 4.27414e-06 3.05488e-06 3.07591e-06 2.36791e-06 4.34311e-06 1.70309e-06 3.55698e-06 4.60048e-06 3.88135e-06 3.07535e-06 4.81569e-35 2.55616e-06 0 1.27749e-35 3.12007e-06 3.35455e-06 1.8045e-06 0 6.45786e-06 2.70776e-06 0 2.85499e-06 3.95192e-06 0 0 5.25522e-06 0 4.08708e-06 2.46696e-06 0 1.75841e-06 2.65493e-06 5.6591e-06 9.85484e-06 0 0 3.39671e-06 2.27982e-06 5.46393e-06 0 3.22296e-06 3.31888e-06 5.08736e-06 0 2.6272e-06 1.08283e-34 2.27486e-06 3.09794e-06 0 2.69189e-06 3.61656e-06 Variance: 3.64144e-08 Variances/cluster: 2.62404e-08 2.21486e-08 3.83574e-08 2.88496e-08 3.99975e-08 3.64676e-08 4.15988e-08 0 4.61577e-08 4.07839e-08 3.61871e-08 2.2112e-08 3.14859e-08 3.85414e-08 6.86694e-32 1.70171e-08 2.24329e-08 0 4.05434e-08 3.55335e-08 4.66757e-08 2.47646e-08 9.05237e-08 1.6952e-08 4.93473e-08 1.64378e-07 2.06386e-08 3.94216e-08 2.92311e-08 3.12426e-08 2.43277e-08 2.86828e-08 3.06599e-08 4.08538e-08 2.27784e-08 2.67973e-31 1.111e-07 0 0 1.99987e-08 3.85458e-08 3.00723e-08 0 4.0355e-07 2.37502e-08 0 1.0977e-07 4.81898e-08 0 0 1.75159e-06 0 2.81843e-08 3.37913e-08 0 1.65873e-08 2.37027e-08 2.85788e-08 8.95767e-07 0 0 3.32983e-08 1.99964e-08 4.13797e-08 0 3.42837e-08 2.76549e-08 2.97476e-08 0 2.62694e-08 0 2.55579e-08 3.97137e-08 0 2.42491e-08 2.42698e-08 -------------------------------------------------------------- Initialization seed trial #787 of 1000; initialization seed = 493577012 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 498651 Distortion: 0.0358273 Distortions/cluster: 4.34728e-06 4.25297e-06 3.8533e-06 3.43072e-06 0.0356196 2.06448e-06 2.14282e-06 3.92574e-06 4.25897e-06 6.45786e-06 2.6042e-06 2.61119e-06 3.7409e-06 2.97462e-06 1.93392e-06 1.86771e-06 2.92289e-06 4.65988e-06 1.8083e-06 2.43152e-06 3.69388e-06 2.51365e-06 2.82716e-06 9.85484e-06 2.5336e-06 5.85634e-06 2.76888e-06 2.37044e-35 3.18059e-06 3.75804e-06 2.65677e-06 2.90792e-06 2.63818e-06 0 4.35453e-06 1.42408e-06 4.74105e-06 0 2.67025e-06 3.6744e-06 0 1.27749e-35 2.69418e-06 2.53391e-06 0 3.66476e-06 2.29661e-06 3.12833e-06 3.32814e-06 2.12302e-06 4.56695e-06 3.92085e-06 1.08283e-34 3.59141e-06 1.97886e-06 2.60102e-06 0 2.32035e-06 0 1.75191e-06 3.60586e-06 4.81569e-35 3.40229e-06 0 2.71447e-06 0 3.94425e-06 0 3.03532e-06 2.60553e-06 5.17593e-06 2.36362e-06 3.46939e-06 3.29168e-06 4.05115e-06 5.25522e-06 Variance: 6.13061e-06 Variances/cluster: 4.30295e-08 4.01091e-08 3.18349e-08 3.11857e-08 0.035575 2.71617e-08 2.6783e-08 2.30905e-08 1.18266e-07 4.0355e-07 2.68452e-08 2.14014e-08 3.63163e-08 3.67116e-08 3.45311e-08 3.01217e-08 3.74699e-08 2.20828e-08 5.0226e-08 2.53253e-08 4.19723e-08 2.51343e-08 3.44669e-08 8.95767e-07 3.47042e-08 2.9272e-08 4.25841e-08 0 4.18369e-08 3.95548e-08 3.5412e-08 3.41998e-08 2.04486e-08 0 1.01258e-07 2.09404e-08 3.0776e-08 0 2.7526e-08 2.38574e-08 0 0 2.59025e-08 2.32448e-08 0 3.8162e-08 2.06877e-08 6.51667e-08 2.21857e-08 3.12181e-08 1.69132e-07 4.30825e-08 0 2.7838e-08 2.27434e-08 2.06406e-08 0 2.12856e-08 0 3.64956e-08 7.35643e-08 2.67973e-31 4.14888e-08 0 3.47897e-08 0 2.36162e-08 0 2.50826e-08 2.6053e-08 3.15503e-08 4.92376e-08 5.17664e-08 3.1339e-08 1.91075e-08 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #788 of 1000; initialization seed = 493577013 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 718159 Distortion: 0.000257616 Distortions/cluster: 3.60376e-06 2.37044e-35 2.50679e-06 2.16292e-06 4.38758e-06 2.88789e-06 1.68829e-06 3.09806e-06 2.20631e-06 9.64317e-35 1.53804e-06 3.46223e-06 4.81847e-06 3.37297e-06 1.97805e-06 0 3.8906e-06 3.10001e-05 4.35604e-05 2.18109e-06 2.5799e-06 5.14994e-06 5.95214e-06 1.27749e-35 1.96266e-06 4.81569e-35 5.24393e-06 4.81021e-06 6.82881e-06 0 0 2.86664e-06 2.3152e-06 3.61661e-06 2.55616e-06 4.47847e-06 2.00665e-06 7.09733e-06 2.74353e-06 3.74583e-06 0 3.99681e-06 2.06785e-06 3.50677e-06 3.30483e-06 5.78612e-06 2.85499e-06 1.68136e-06 0 3.85089e-06 3.36682e-06 2.88115e-06 4.62076e-06 1.86105e-06 0 4.87802e-06 1.20094e-06 0 1.08283e-34 0 2.25997e-06 2.05181e-06 3.39199e-06 2.9143e-06 4.3389e-06 4.03185e-06 2.42897e-06 0 2.82957e-06 0 0 0 0 1.90504e-06 3.30751e-06 0 Variance: 4.40821e-08 Variances/cluster: 4.34057e-08 0 2.0052e-08 3.48835e-08 2.49269e-08 4.24651e-08 1.96295e-08 2.36473e-08 4.16147e-08 6.86694e-32 1.76771e-08 8.24267e-08 4.67668e-08 3.47625e-08 2.17349e-08 0 3.88934e-08 3.09968e-07 2.7222e-06 2.0574e-08 3.48608e-08 3.99091e-08 3.45943e-08 0 2.61665e-08 2.67973e-31 3.69172e-08 1.65857e-07 4.01562e-08 0 0 3.9811e-08 2.5163e-08 3.80665e-08 1.111e-07 2.96558e-08 3.39997e-08 3.18161e-08 2.56374e-08 2.54796e-08 0 3.9955e-08 2.0676e-08 3.57802e-08 2.89872e-08 3.2865e-08 1.0977e-07 2.33501e-08 0 3.23577e-08 2.02803e-08 2.44144e-08 3.05984e-08 1.60421e-08 0 2.48857e-08 2.66843e-08 0 0 0 3.76639e-08 1.93544e-08 3.80997e-08 2.55618e-08 2.41029e-08 4.15618e-08 2.72891e-08 0 3.36823e-08 0 0 0 0 5.01283e-08 2.82668e-08 0 -------------------------------------------------------------- Initialization seed trial #789 of 1000; initialization seed = 493577014 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 594597 Distortion: 0.00412069 Distortions/cluster: 2.81857e-06 3.99402e-06 4.81465e-06 1.76897e-06 4.27414e-06 2.45756e-06 1.88054e-06 5.71883e-06 3.33487e-06 3.30779e-06 3.89613e-06 4.33784e-06 1.96725e-06 4.62738e-06 2.39423e-06 2.33817e-06 4.81569e-35 3.14882e-06 3.27527e-06 2.21533e-06 2.33901e-06 2.77641e-06 3.54711e-06 1.28414e-06 2.1384e-06 0.00391362 2.37044e-35 1.92346e-06 3.05101e-06 6.45786e-06 3.70017e-06 2.33985e-06 0 3.90791e-06 1.66958e-06 3.72358e-06 0 2.9612e-06 2.44524e-06 0 9.64317e-35 4.03619e-06 3.44958e-06 0 3.99002e-06 3.51441e-06 2.85499e-06 3.07997e-06 2.22794e-06 3.09345e-06 2.42213e-06 3.67462e-06 1.87255e-06 7.89415e-06 3.12739e-06 5.49326e-06 5.25522e-06 2.80767e-06 0 2.55616e-06 2.72085e-06 9.85484e-06 3.14422e-06 0 2.64009e-06 0 2.94048e-06 2.73052e-06 2.30034e-06 3.25724e-06 2.16251e-06 0 4.0015e-06 3.13238e-06 0 0 Variance: 7.05115e-07 Variances/cluster: 3.6602e-08 4.07518e-08 2.64518e-08 2.05675e-08 1.64378e-07 3.72236e-08 3.1332e-08 5.39465e-08 2.87457e-08 1.91185e-08 3.71028e-08 3.09745e-08 4.0135e-08 3.12558e-08 3.5723e-08 2.95874e-08 2.67973e-31 3.53685e-08 4.14453e-08 2.54605e-08 2.78429e-08 2.95337e-08 3.08418e-08 2.21379e-08 2.20434e-08 0.00391989 0 3.3734e-08 4.76577e-08 4.0355e-07 2.4025e-08 2.31641e-08 0 3.98734e-08 1.96398e-08 2.10354e-08 0 3.02136e-08 3.25931e-08 0 6.86694e-32 3.5707e-08 4.92753e-08 0 2.99902e-08 2.5281e-08 1.0977e-07 3.70958e-08 1.95411e-08 2.20941e-08 3.72512e-08 3.60225e-08 3.53205e-08 9.07286e-08 2.26602e-08 2.87511e-08 1.75159e-06 3.50853e-08 0 1.111e-07 2.01521e-08 8.95767e-07 2.41841e-08 0 3.03435e-08 0 2.96993e-08 2.10021e-08 2.4212e-08 3.0157e-08 2.80821e-08 0 4.30242e-08 2.5885e-08 0 0 -------------------------------------------------------------- Initialization seed trial #790 of 1000; initialization seed = 493577015 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 499147 Distortion: 0.0358296 Distortions/cluster: 6.26914e-06 1.63093e-06 2.4608e-06 4.14633e-06 6.45786e-06 3.60664e-06 4.27414e-06 5.84651e-06 5.25522e-06 1.73939e-06 5.40978e-06 0 5.00994e-06 2.19417e-06 2.65641e-06 1.93514e-06 1.92421e-06 4.98285e-06 3.33093e-06 1.34811e-06 2.76388e-06 4.81569e-35 1.85071e-06 3.18766e-06 2.3803e-06 3.62069e-06 2.37044e-35 2.16167e-06 2.16351e-06 1.83943e-06 1.83525e-06 0 0 1.85879e-06 4.52584e-06 0 0 1.27749e-35 2.17775e-06 2.16131e-06 1.59465e-06 2.64266e-06 5.47738e-06 1.89611e-06 0 3.88762e-06 3.81051e-06 4.53818e-06 3.62325e-06 0 3.75234e-06 3.20182e-06 5.99055e-06 0.0356196 5.08023e-06 0 1.08283e-34 2.85499e-06 2.11664e-06 2.54326e-06 4.36517e-06 2.68523e-06 3.63764e-06 7.89415e-06 2.2564e-06 3.00326e-06 3.51747e-06 2.52535e-06 4.54822e-06 4.93488e-06 2.25197e-06 9.85484e-06 2.57705e-06 0 0 0 Variance: 6.13101e-06 Variances/cluster: 3.02757e-08 3.26155e-08 1.11816e-07 3.29045e-08 4.0355e-07 4.00703e-08 1.64378e-07 2.79713e-08 1.75159e-06 3.54863e-08 2.44765e-08 0 2.24635e-08 3.65575e-08 2.09148e-08 2.14997e-08 3.43496e-08 2.32823e-08 3.66006e-08 2.99552e-08 3.94811e-08 2.67973e-31 5.00148e-08 3.88716e-08 2.70466e-08 2.44617e-08 0 3.13181e-08 3.18135e-08 3.99839e-08 3.21867e-08 0 0 2.38283e-08 2.90084e-08 0 0 0 3.45561e-08 3.48568e-08 2.70257e-08 3.52324e-08 3.0943e-08 3.21271e-08 0 4.0483e-08 2.21522e-08 3.04476e-08 3.73419e-08 0 2.33044e-08 3.63733e-08 4.2173e-08 0.035575 3.11569e-08 0 0 1.0977e-07 3.30616e-08 2.88982e-08 2.8528e-08 4.88077e-08 2.71441e-08 9.07286e-08 2.92942e-08 2.68117e-08 4.13784e-08 3.07869e-08 2.77306e-08 2.5175e-08 3.81563e-08 8.95767e-07 3.48222e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #791 of 1000; initialization seed = 493577016 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 22 BIC score: 499123 Distortion: 0.0358787 Distortions/cluster: 5.55254e-06 3.52668e-06 2.91258e-06 3.74378e-06 2.55616e-06 3.03088e-06 2.37044e-35 3.51784e-06 3.14571e-06 6.12045e-06 1.78097e-06 5.06318e-06 2.04349e-06 3.10724e-06 0 3.0327e-06 2.35347e-06 3.85323e-06 1.77406e-06 2.85499e-06 2.97761e-06 2.95777e-05 3.73927e-06 5.75713e-06 0 6.06336e-06 0 5.43867e-06 3.63573e-06 4.32181e-06 1.27749e-35 1.75142e-06 3.17962e-06 5.4356e-06 0 2.63098e-06 0 1.67194e-06 2.59595e-06 2.63519e-06 2.74605e-06 3.28811e-06 3.22137e-06 1.77934e-06 1.67777e-06 2.81149e-06 4.76143e-06 3.08788e-06 2.25819e-06 0 2.16785e-06 0 4.33538e-06 0 2.13434e-06 3.44692e-06 0 4.81569e-35 2.94864e-06 1.92832e-06 4.55984e-06 0.0356196 0 6.80203e-06 3.20006e-06 2.81299e-06 5.33938e-06 1.08283e-34 4.07024e-06 4.35604e-05 0 0 0 1.87587e-06 2.93005e-06 0 Variance: 6.1394e-06 Variances/cluster: 1.54224e-07 4.10043e-08 3.34679e-08 2.58169e-08 1.111e-07 3.78829e-08 0 5.25018e-08 2.83372e-08 3.87242e-08 4.9467e-08 3.24534e-08 2.27034e-08 2.65547e-08 0 2.63689e-08 4.35696e-08 2.2143e-08 2.64762e-08 1.0977e-07 2.89064e-08 3.21463e-07 8.30868e-08 3.57468e-08 0 3.46365e-08 0 2.55307e-08 2.52455e-08 3.72537e-08 0 2.91877e-08 2.19265e-08 4.02507e-08 0 3.81183e-08 0 2.93299e-08 3.87431e-08 3.71121e-08 2.28818e-08 2.71719e-08 2.72965e-08 3.5575e-08 2.9432e-08 3.60328e-08 2.42909e-08 4.60836e-08 2.13018e-08 0 3.4399e-08 0 3.94001e-08 0 2.22307e-08 2.3607e-08 0 2.67973e-31 3.93021e-08 3.57068e-08 2.24603e-08 0.035575 0 2.91837e-08 2.93558e-08 4.07548e-08 2.35187e-08 0 4.47139e-08 2.7222e-06 0 0 0 2.20671e-08 3.40592e-08 0 -------------------------------------------------------------- Initialization seed trial #792 of 1000; initialization seed = 493577017 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 68 BIC score: 499763 Distortion: 0.0358408 Distortions/cluster: 2.26535e-06 4.79965e-06 2.16474e-06 2.29254e-06 3.61865e-06 0 3.96025e-06 3.05957e-06 7.43993e-06 1.24333e-05 4.81569e-35 2.72867e-06 6.0959e-06 1.94232e-06 1.15594e-06 1.94324e-06 7.24925e-06 5.25522e-06 3.52012e-06 3.34665e-06 2.73241e-06 2.09372e-06 5.80174e-06 9.85484e-06 2.25036e-06 1.66063e-06 2.52593e-06 2.52893e-06 1.938e-06 6.53133e-06 2.81577e-06 2.37044e-35 0 1.05884e-05 5.83568e-06 6.64315e-06 2.49214e-06 3.09719e-06 0 1.08283e-34 2.7345e-06 3.3152e-06 2.87433e-06 1.32017e-06 2.74847e-06 5.3908e-06 0 0.0356196 3.51958e-06 2.77295e-06 8.21399e-06 2.35606e-06 2.98587e-06 0 0 8.25885e-06 2.57019e-06 3.57509e-06 6.40238e-06 0 0 2.35573e-06 5.40555e-06 0 2.5538e-06 0 0 0 0 0 2.19235e-06 5.03755e-06 0 0 1.27749e-35 0 Variance: 6.13292e-06 Variances/cluster: 2.13689e-08 3.42778e-07 2.432e-08 5.20985e-08 3.51295e-08 0 2.41455e-08 2.33535e-08 4.7073e-08 4.28592e-08 2.67973e-31 4.13403e-08 5.44229e-08 2.11103e-08 2.31098e-07 2.31317e-08 5.13978e-08 1.75159e-06 3.06071e-08 2.18716e-08 3.50281e-08 1.61041e-07 2.71086e-08 8.95767e-07 1.95661e-08 3.01905e-08 2.9031e-08 2.31991e-08 1.97731e-08 4.38207e-08 1.78198e-08 0 0 3.34965e-08 1.42286e-07 3.20897e-08 2.89756e-08 3.82345e-08 0 0 2.4197e-08 2.69499e-08 2.09787e-08 2.694e-08 2.86275e-08 7.92686e-08 0 0.035575 1.06645e-07 3.04693e-08 4.71917e-08 2.03085e-08 3.73205e-08 0 0 4.00785e-08 2.47105e-08 4.15673e-08 4.63791e-08 0 0 3.62387e-08 4.12502e-08 0 2.86919e-08 0 0 0 0 0 1.90623e-08 3.18804e-08 0 0 0 0 -------------------------------------------------------------- Initialization seed trial #793 of 1000; initialization seed = 493577018 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 498880 Distortion: 0.0358307 Distortions/cluster: 2.68709e-06 3.22429e-06 2.63286e-06 1.99471e-06 4.53417e-06 2.86181e-06 5.32102e-06 4.56695e-06 3.58804e-06 2.64987e-06 3.28026e-06 2.66918e-06 3.02101e-06 3.24807e-06 3.79712e-06 3.18891e-06 2.32581e-06 2.37044e-35 3.27549e-06 3.12195e-06 4.0009e-06 0 3.51747e-06 1.27749e-35 6.45786e-06 0 5.68428e-06 3.56453e-06 4.32207e-06 2.72654e-06 3.49413e-06 3.45432e-06 5.30274e-06 0 1.77741e-06 0 0 1.08283e-34 1.92129e-06 3.78099e-06 4.18942e-06 3.78078e-06 3.59037e-06 4.67275e-06 2.39794e-06 1.87607e-06 3.61936e-06 4.81569e-35 4.99452e-06 0.0356196 2.3378e-06 8.04075e-06 3.91022e-06 0 2.76236e-06 2.25652e-06 0 0 2.0059e-06 2.43867e-06 0 3.51049e-06 9.85484e-06 4.16984e-06 0 0 3.98301e-06 3.24175e-06 2.77661e-06 2.28929e-06 2.27331e-06 0 3.61916e-06 2.84325e-06 2.46556e-06 5.25522e-06 Variance: 6.13119e-06 Variances/cluster: 3.53536e-08 2.80346e-08 2.10606e-08 3.83566e-08 4.12062e-08 3.97342e-08 2.98907e-08 1.69132e-07 2.78052e-08 2.94405e-08 3.56517e-08 3.81185e-08 4.7938e-08 2.66212e-08 3.11212e-08 2.08407e-08 1.89074e-08 0 2.89771e-08 2.76255e-08 4.3474e-08 0 4.13784e-08 0 4.0355e-07 0 4.69635e-08 2.62075e-08 4.19485e-08 2.00457e-08 2.42626e-08 3.71314e-08 2.94499e-08 0 4.93682e-08 0 0 0 3.62487e-08 2.71924e-08 2.44971e-08 3.46751e-08 3.45113e-08 2.93858e-08 3.37628e-08 3.53952e-08 3.61817e-08 2.67973e-31 2.60108e-08 0.035575 2.29175e-08 9.24134e-08 1.14968e-07 0 3.68286e-08 3.82428e-08 0 0 2.99362e-08 1.84732e-08 0 3.02595e-08 8.95767e-07 4.58184e-08 0 0 2.3155e-08 2.34881e-08 2.61913e-08 2.04377e-08 2.80632e-08 0 9.27674e-08 2.40932e-08 3.33155e-08 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #794 of 1000; initialization seed = 493577019 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 498044 Distortion: 0.0358235 Distortions/cluster: 4.38626e-06 3.02925e-06 2.77498e-06 2.4064e-06 2.41907e-06 2.26168e-06 1.74697e-06 5.00043e-06 2.37044e-35 0.0356196 3.22392e-06 4.29994e-06 2.90348e-06 2.93575e-06 1.61392e-06 1.92801e-06 2.25514e-06 3.60895e-06 3.59373e-06 2.38655e-06 8.29035e-06 2.54383e-06 2.85711e-06 2.94997e-06 5.18454e-06 1.8014e-06 1.87152e-06 4.81569e-35 2.16294e-06 3.48593e-06 4.19658e-06 0 2.34201e-06 2.38735e-06 2.60806e-06 1.27749e-35 9.85484e-06 4.79965e-06 2.6108e-06 4.56695e-06 3.06531e-06 2.95819e-06 2.87654e-06 1.88499e-06 2.67099e-06 3.17448e-06 2.87591e-06 1.64754e-06 2.62703e-06 1.22318e-06 1.08283e-34 2.87674e-06 4.98252e-06 2.09457e-06 2.69328e-06 0 1.55192e-06 1.41479e-06 3.03617e-06 3.74003e-06 3.13253e-06 2.08295e-06 2.03724e-06 1.70528e-06 1.97744e-06 2.09264e-06 2.47446e-06 0 1.15594e-06 2.44156e-06 2.71737e-06 1.71664e-06 5.54743e-06 1.95544e-06 3.01326e-06 5.25522e-06 Variance: 6.12997e-06 Variances/cluster: 2.61064e-08 3.4816e-08 3.96302e-08 3.25163e-08 2.44271e-08 2.93627e-08 3.35845e-08 3.42465e-08 0 0.035575 3.54162e-08 2.82797e-08 4.60829e-08 3.41253e-08 1.69866e-08 2.40922e-08 2.53357e-08 3.79776e-08 2.58512e-08 3.02068e-08 9.41992e-08 2.46953e-08 2.42106e-08 2.13747e-08 1.3639e-07 5.00346e-08 2.46233e-08 2.67973e-31 2.25232e-08 2.85705e-08 2.91402e-08 0 3.54733e-08 3.31547e-08 3.4314e-08 0 8.95767e-07 3.42778e-07 3.2625e-08 1.69132e-07 2.376e-08 2.95794e-08 5.53012e-08 1.61096e-08 2.59297e-08 3.87108e-08 2.08375e-08 1.71603e-08 3.54971e-08 2.22372e-08 0 3.93943e-08 4.25721e-08 3.32361e-08 2.28217e-08 0 2.9835e-08 1.9379e-08 3.74712e-08 3.01589e-08 2.95496e-08 2.81454e-08 3.99431e-08 1.98266e-08 2.22164e-08 4.75439e-08 4.12373e-08 0 2.31098e-07 3.05095e-08 3.08691e-08 1.84569e-08 2.52134e-08 2.5393e-08 3.96447e-08 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #795 of 1000; initialization seed = 493577020 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 727302 Distortion: 0.000207205 Distortions/cluster: 4.87119e-06 7.18964e-06 5.9104e-06 1.40513e-06 3.53247e-06 5.07962e-06 4.81569e-35 1.91165e-06 2.65232e-06 1.91003e-06 0 3.8313e-06 2.22308e-06 1.90966e-06 5.25522e-06 5.02162e-06 3.89138e-06 2.29728e-06 1.87648e-06 3.72764e-06 2.19871e-06 2.44885e-06 3.17203e-06 3.14926e-06 9.64317e-35 2.89648e-06 3.37401e-06 3.3993e-06 1.61835e-06 4.08332e-06 2.44931e-06 9.85484e-06 2.12021e-06 2.6366e-06 2.37044e-35 2.56419e-06 1.52067e-06 2.19816e-06 3.04429e-06 5.61897e-06 2.66945e-06 4.56695e-06 4.08707e-06 2.49016e-06 3.63919e-06 3.06059e-06 0 8.90291e-06 2.33946e-06 3.05234e-06 1.79972e-06 3.93733e-06 2.75097e-06 4.04739e-06 1.08283e-34 2.69511e-06 2.65024e-06 0 1.73494e-06 2.25998e-06 0 1.95906e-06 0 3.43607e-06 4.27472e-06 0 2.72006e-06 1.52417e-06 2.92061e-06 1.9338e-06 3.46693e-06 0 2.28451e-06 1.27749e-35 0 3.15774e-06 Variance: 3.5456e-08 Variances/cluster: 2.98749e-08 3.1249e-08 3.93959e-07 3.05435e-08 3.21029e-08 5.77036e-08 2.67973e-31 2.41956e-08 3.84361e-08 2.72838e-08 0 4.03163e-08 1.30756e-07 2.16987e-08 1.75159e-06 3.2387e-08 3.4733e-08 2.76756e-08 3.07592e-08 4.05154e-08 1.91175e-08 1.94336e-08 2.34944e-08 2.42222e-08 6.86694e-32 3.62028e-08 4.81857e-08 5.31094e-08 2.21672e-08 4.00194e-08 3.54945e-08 8.95767e-07 2.98597e-08 3.10162e-08 0 2.05118e-08 2.81579e-08 3.48887e-08 2.18994e-08 4.13026e-08 3.60704e-08 1.69132e-07 2.16228e-08 2.32705e-08 3.95434e-08 2.00015e-08 0 9.89109e-08 2.57061e-08 2.6539e-08 3.10268e-08 5.31909e-08 2.37132e-08 1.15602e-07 0 1.98152e-08 2.67677e-08 0 2.89132e-08 3.83014e-08 0 2.12916e-08 0 4.18904e-08 4.10898e-08 0 1.98527e-08 2.54003e-08 2.19571e-08 2.3296e-08 2.08833e-08 0 2.23949e-08 0 0 3.39437e-08 -------------------------------------------------------------- Initialization seed trial #796 of 1000; initialization seed = 493577021 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 498617 Distortion: 0.0358293 Distortions/cluster: 3.41934e-06 2.34177e-06 2.97487e-06 2.9232e-06 3.5863e-06 3.61714e-06 2.37044e-35 0.0356196 2.95431e-06 2.04953e-06 1.27749e-35 2.50669e-06 9.85484e-06 4.45907e-06 2.79521e-06 6.97366e-06 4.73608e-06 7.89415e-06 4.27414e-06 5.37242e-06 2.22777e-06 1.84912e-06 2.59e-06 0 5.81802e-06 3.14699e-06 5.18519e-06 2.16063e-06 4.17292e-06 2.05979e-06 2.0179e-06 3.37425e-06 2.26654e-06 0 3.02461e-06 6.82039e-06 1.54552e-06 1.84521e-06 5.85753e-06 1.37838e-06 2.75265e-06 2.68531e-06 0 3.83286e-06 1.27682e-06 4.81569e-35 2.85499e-06 0 2.68766e-06 1.08283e-34 1.99387e-06 2.29672e-06 1.99544e-06 0 5.9104e-06 0 2.71378e-06 4.62804e-06 2.50698e-06 0 3.61027e-06 1.78798e-06 1.2275e-06 2.72716e-06 4.71474e-06 4.21704e-06 2.50177e-06 2.15417e-06 3.82577e-06 1.61463e-06 0 1.95078e-06 3.14751e-06 0 2.83563e-06 5.25522e-06 Variance: 6.13096e-06 Variances/cluster: 3.88528e-08 3.49497e-08 2.52082e-08 3.89638e-08 2.50769e-08 3.41209e-08 0 0.035575 3.39548e-08 1.97053e-08 0 2.72443e-08 8.95767e-07 4.05237e-08 2.02534e-08 4.17446e-08 4.04661e-08 9.07286e-08 1.64378e-07 4.0687e-08 2.78447e-08 1.98812e-08 2.27173e-08 0 3.4415e-08 3.83751e-08 2.75783e-08 3.1311e-08 3.82803e-08 2.82137e-08 1.78554e-08 3.01246e-08 2.38556e-08 0 4.58234e-08 3.05747e-08 1.79691e-08 4.39296e-08 3.28967e-08 1.91425e-08 1.14655e-07 2.46337e-08 0 4.07617e-08 6.38357e-08 2.67973e-31 1.0977e-07 0 3.40183e-08 0 2.19081e-08 3.23454e-08 2.40385e-08 0 3.93959e-07 0 2.28028e-08 3.6145e-08 2.05472e-08 0 4.81224e-08 1.96459e-08 2.19172e-08 2.29153e-08 3.99423e-08 3.83253e-08 2.52679e-08 4.06411e-08 3.1356e-08 2.18167e-08 0 1.69618e-08 2.51779e-08 0 3.5891e-08 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #797 of 1000; initialization seed = 493577022 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 723318 Distortion: 0.000230907 Distortions/cluster: 9.5142e-07 1.08283e-34 7.80097e-06 3.27012e-06 3.55292e-06 1.6766e-06 1.88261e-06 0 4.81569e-35 1.31572e-06 4.69789e-06 1.8806e-06 1.15594e-06 2.09372e-06 2.15959e-06 3.80722e-06 2.4954e-06 2.21378e-06 2.37044e-35 1.91853e-06 5.27418e-06 5.43371e-06 0 1.89598e-06 3.51958e-06 1.62359e-06 3.87229e-06 1.27749e-35 0 5.51576e-06 4.99949e-06 3.95999e-06 5.05656e-06 3.04956e-06 6.79211e-06 1.64132e-06 4.30618e-06 0 4.04014e-06 5.6459e-06 4.98654e-06 2.04116e-06 2.87013e-06 1.57935e-06 1.63234e-06 9.64317e-35 2.39539e-06 4.45026e-06 1.74511e-06 4.95535e-06 0 1.34511e-05 1.62772e-06 0 5.74087e-06 4.91095e-06 2.09736e-06 7.62269e-07 2.67159e-06 2.67263e-06 1.80227e-06 0 0 0 4.44625e-06 1.68617e-06 5.72463e-06 3.1171e-06 3.88876e-06 0 2.45348e-05 1.17061e-06 3.51545e-06 0 5.50055e-06 5.43072e-06 Variance: 3.95118e-08 Variances/cluster: 3.17115e-08 0 3.62804e-08 3.23667e-08 3.48213e-08 3.16312e-08 2.5787e-08 0 2.67973e-31 1.70857e-08 2.74706e-08 3.83763e-08 2.31098e-07 1.61041e-07 3.08487e-08 6.45079e-08 4.02449e-08 3.11776e-08 0 2.42827e-08 2.44146e-08 2.98458e-08 0 3.51076e-08 1.06645e-07 4.91953e-08 2.39002e-08 0 0 2.88758e-08 2.99273e-08 2.47475e-08 4.35771e-08 3.42616e-08 3.04552e-08 3.0392e-08 3.84355e-08 0 2.52487e-08 8.06477e-08 4.2606e-08 3.3459e-08 4.34738e-08 1.88002e-08 2.81414e-08 6.86694e-32 3.11062e-08 2.35438e-08 3.48992e-08 4.06055e-08 0 7.07844e-07 3.78507e-08 0 2.95895e-08 1.32684e-07 3.08408e-08 5.08145e-08 2.56862e-08 3.21899e-08 3.4657e-08 0 0 0 4.77933e-08 3.12225e-08 2.98059e-08 3.80009e-08 3.63322e-08 0 2.72576e-06 2.85496e-08 3.13842e-08 0 2.48872e-08 2.15486e-08 -------------------------------------------------------------- Initialization seed trial #798 of 1000; initialization seed = 493577023 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 498095 Distortion: 0.0358439 Distortions/cluster: 1.81314e-06 3.04873e-06 2.45348e-05 1.17815e-06 3.33785e-06 2.62009e-06 1.08283e-34 2.47463e-06 3.83258e-06 4.98051e-06 1.53347e-06 1.21162e-06 2.30628e-06 1.27749e-35 1.55853e-06 1.33502e-06 4.2098e-06 3.68881e-06 3.24776e-06 2.62747e-06 3.00699e-06 1.5425e-06 1.34204e-06 4.35568e-06 3.91133e-06 2.44424e-06 2.85902e-06 1.80132e-06 2.37044e-35 2.74849e-06 1.75425e-06 3.32443e-06 2.62381e-06 4.81569e-35 2.17557e-06 2.50385e-06 2.22439e-06 3.23819e-06 2.37732e-06 2.55616e-06 2.02614e-06 2.76661e-06 5.66164e-06 0 1.98095e-06 0 3.266e-06 1.59192e-05 3.49088e-06 1.57343e-06 2.85499e-06 1.29742e-06 0 1.14639e-06 1.96463e-06 0.0356196 3.02401e-06 2.61173e-06 1.94423e-06 1.54922e-06 3.31057e-06 2.37125e-06 0 5.94834e-06 2.20233e-06 4.27414e-06 3.46167e-06 1.98961e-06 5.88795e-06 0 4.01525e-06 3.51384e-06 7.89415e-06 2.63445e-06 1.99634e-06 5.45391e-06 Variance: 6.13345e-06 Variances/cluster: 2.01442e-08 4.17506e-08 2.72576e-06 2.14186e-08 4.90712e-08 3.35879e-08 0 3.3438e-08 4.21128e-08 2.56643e-08 3.12848e-08 1.63714e-08 2.45325e-08 0 1.87753e-08 2.84021e-08 3.82583e-08 3.32217e-08 3.31374e-08 2.95194e-08 3.75752e-08 1.64081e-08 1.94476e-08 2.56194e-08 4.16063e-08 2.0033e-08 2.83048e-08 2.00128e-08 0 2.56847e-08 2.06364e-08 3.6926e-08 3.27874e-08 2.67973e-31 3.68618e-08 2.55465e-08 1.85344e-08 2.36343e-08 2.10364e-08 1.111e-07 3.49219e-08 4.00922e-08 3.51538e-08 0 2.20079e-08 0 3.88785e-08 7.5794e-07 2.79245e-08 1.69171e-08 1.0977e-07 1.88014e-08 0 3.18412e-08 3.06872e-08 0.035575 3.73306e-08 3.73075e-08 2.49239e-08 3.09817e-08 2.3477e-08 3.3864e-08 0 3.08177e-08 2.47424e-08 1.64378e-07 3.46063e-08 3.10777e-08 5.40132e-08 0 3.26336e-08 3.4112e-08 9.07286e-08 1.93692e-08 2.66156e-08 3.9508e-08 -------------------------------------------------------------- Initialization seed trial #799 of 1000; initialization seed = 493577024 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 498737 Distortion: 0.0358266 Distortions/cluster: 2.71335e-06 4.25755e-06 2.19255e-06 6.45786e-06 3.28061e-06 3.55021e-06 3.29828e-06 4.24756e-06 2.56627e-06 1.08283e-34 1.66425e-06 3.50346e-06 2.70068e-06 2.81373e-06 2.62862e-06 1.50802e-06 2.37044e-35 3.03095e-06 2.9614e-06 4.81569e-35 3.69732e-06 2.09934e-06 0 0 1.27749e-35 4.23455e-06 3.89436e-06 3.49203e-06 3.81031e-06 4.75599e-06 3.28e-06 2.85499e-06 1.77289e-06 0.0356196 2.75472e-06 1.44224e-06 2.30917e-06 4.06255e-06 0 5.25522e-06 3.46788e-06 3.58115e-06 9.85484e-06 5.78851e-06 1.66031e-06 3.3573e-06 5.02889e-06 4.52139e-06 3.19228e-06 3.87229e-06 3.05936e-06 2.74297e-06 3.9321e-06 2.93569e-06 3.40781e-06 2.0745e-06 1.78287e-06 0 3.27634e-06 3.43079e-06 0 3.11263e-06 0 0 5.37187e-06 2.50465e-06 0 3.2699e-06 1.78346e-06 0 4.21054e-06 4.56004e-06 0 2.32417e-06 2.75265e-06 3.10912e-06 Variance: 6.13049e-06 Variances/cluster: 2.37987e-08 3.76654e-08 2.26016e-08 4.0355e-07 2.34309e-08 3.85767e-08 2.77138e-08 4.33387e-08 3.42142e-08 0 3.53979e-08 3.01922e-08 3.55235e-08 2.8709e-08 2.70968e-08 3.35005e-08 0 3.40447e-08 4.00068e-08 2.67973e-31 3.24221e-08 1.49942e-07 0 0 0 3.71419e-08 2.31787e-08 3.0363e-08 4.09685e-08 4.57265e-08 3.76889e-08 1.0977e-07 1.99178e-08 0.035575 3.06052e-08 1.69655e-08 2.2861e-08 2.21978e-08 0 1.75159e-06 2.93862e-08 3.50987e-08 8.95767e-07 5.40936e-08 2.59399e-08 1.04906e-07 7.50508e-08 2.89737e-08 4.83534e-08 1.90737e-08 3.73063e-08 3.56112e-08 3.50965e-08 2.69297e-08 2.31804e-08 2.16073e-08 2.25653e-08 0 4.14589e-08 2.19903e-08 0 2.75428e-08 0 0 2.52179e-08 1.92642e-08 0 4.47892e-08 2.04973e-08 0 3.75911e-08 2.56098e-08 0 3.41678e-08 1.14655e-07 3.10884e-08 -------------------------------------------------------------- Initialization seed trial #800 of 1000; initialization seed = 493577025 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 63 BIC score: 498556 Distortion: 0.0360931 Distortions/cluster: 2.24861e-06 3.35665e-06 2.5065e-06 3.00596e-06 1.08283e-34 1.92718e-06 2.82556e-06 5.30869e-06 5.38004e-06 3.25963e-06 3.40768e-06 2.63255e-06 2.75265e-06 3.11272e-06 3.37713e-06 3.76758e-06 2.16959e-06 2.37044e-35 4.27414e-06 2.44846e-06 2.85499e-06 1.90358e-06 1.58135e-06 5.25522e-06 0 1.27749e-35 2.88687e-06 3.18436e-06 0 5.89347e-06 1.54208e-06 2.1008e-06 5.85465e-06 2.27457e-06 0 0 9.85484e-06 0.0356196 5.87532e-06 0 7.18966e-06 2.80704e-06 0.000272097 2.28666e-06 3.0854e-06 4.60377e-06 2.64558e-06 0 2.47715e-06 5.45356e-06 1.73333e-06 2.28026e-06 3.61247e-06 5.79865e-06 2.50442e-06 3.04449e-06 5.61648e-06 2.98713e-06 0 0 5.70522e-06 1.80247e-06 3.15904e-06 2.44692e-06 0 1.79733e-06 2.01314e-06 2.36079e-06 0 2.94996e-06 2.13964e-06 3.32645e-06 0 1.78363e-06 0 5.05971e-06 Variance: 6.1761e-06 Variances/cluster: 3.51314e-08 3.16636e-08 3.74078e-08 2.68367e-08 0 2.14112e-08 2.43562e-08 3.06759e-08 4.33732e-08 3.92702e-08 2.14294e-08 2.50697e-08 1.14655e-07 3.99033e-08 2.32884e-08 3.92421e-08 2.21368e-08 0 1.64378e-07 1.63213e-07 1.0977e-07 2.00355e-08 2.87494e-08 1.75159e-06 0 0 2.62412e-08 2.32415e-08 0 4.53195e-08 3.14683e-08 2.2347e-08 4.46777e-08 2.77364e-08 0 0 8.95767e-07 0.035575 3.012e-08 0 4.35597e-08 2.64792e-08 3.23894e-06 2.02337e-08 2.85658e-08 4.1844e-07 1.93091e-08 0 2.91406e-08 3.58671e-08 3.61084e-08 3.25724e-08 2.06409e-08 3.81368e-08 2.91185e-08 5.24866e-08 4.84028e-08 2.64317e-08 0 0 3.24055e-08 3.53393e-08 2.32255e-08 1.98919e-08 0 2.49607e-08 2.05404e-08 4.14036e-08 0 1.99304e-08 1.98097e-08 3.02376e-08 0 2.47705e-08 0 4.01445e-08 -------------------------------------------------------------- Initialization seed trial #801 of 1000; initialization seed = 493577026 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 87 BIC score: 498165 Distortion: 0.0360899 Distortions/cluster: 2.44846e-06 1.68679e-06 4.51049e-06 2.6333e-06 2.8924e-06 1.60022e-06 1.87964e-06 2.62952e-06 1.64029e-06 2.87043e-06 2.17537e-06 2.47243e-06 1.49221e-06 2.13512e-06 2.7524e-06 2.85353e-06 1.27749e-35 7.80393e-06 2.91493e-06 2.09707e-06 8.47308e-06 2.65415e-06 2.37044e-35 2.12942e-06 2.20434e-06 2.40963e-06 2.86213e-06 1.86634e-06 0 4.91843e-06 2.52472e-06 2.48651e-06 0 9.85484e-06 2.02907e-06 5.25522e-06 2.62155e-06 4.60377e-06 1.99477e-06 2.55616e-06 0 1.9044e-06 2.25377e-06 2.34426e-06 2.37937e-06 3.51544e-06 2.85499e-06 0 0.000272435 2.98448e-06 2.53165e-06 2.44038e-06 3.30218e-06 0 3.42825e-06 2.70823e-06 1.5172e-06 2.44351e-06 2.76398e-06 5.40217e-06 1.73145e-06 2.37231e-06 6.61917e-06 4.27414e-06 3.54343e-06 0 1.63733e-06 3.55467e-06 0 5.60711e-06 5.26865e-06 3.43247e-06 0 2.13951e-06 1.08283e-34 0.0356196 Variance: 6.17554e-06 Variances/cluster: 1.63213e-07 1.96117e-08 3.85477e-08 3.41875e-08 4.016e-08 3.55485e-08 2.89149e-08 3.0573e-08 3.4161e-08 2.7335e-08 1.89146e-08 2.80866e-08 1.75534e-08 2.45387e-08 2.89632e-08 3.70467e-08 0 4.35939e-08 2.01012e-08 3.27559e-08 5.13481e-08 3.01507e-08 0 3.73459e-08 4.59098e-08 2.76945e-08 2.67457e-08 1.82958e-08 0 2.47135e-08 2.57601e-08 3.65547e-08 0 8.95767e-07 3.07334e-08 1.75159e-06 2.47295e-08 4.1844e-07 2.24111e-08 1.111e-07 0 2.06981e-08 2.42261e-08 3.16693e-08 3.35013e-08 2.07996e-08 1.0977e-07 0 3.16754e-06 3.04439e-08 3.46697e-08 2.41542e-08 2.59986e-08 0 3.8507e-08 2.29491e-08 3.52732e-08 1.89397e-08 2.68324e-08 3.27374e-08 2.01308e-08 3.20477e-08 5.56184e-08 1.64378e-07 2.37791e-08 0 2.09845e-08 3.82193e-08 0 3.1498e-08 3.79009e-08 2.28811e-08 0 1.73928e-08 0 0.035575 -------------------------------------------------------------- Initialization seed trial #802 of 1000; initialization seed = 493577027 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 594494 Distortion: 0.00412223 Distortions/cluster: 2.59709e-06 3.03637e-06 3.22544e-06 3.17087e-06 4.60795e-06 3.04297e-06 3.12607e-06 1.78571e-06 2.88897e-06 2.32405e-06 2.92528e-06 3.40015e-06 1.87897e-06 2.27319e-06 4.92051e-06 2.31675e-06 3.52029e-06 9.64317e-35 4.65938e-06 2.0511e-06 9.85484e-06 2.37044e-35 5.67586e-06 3.15302e-06 4.56695e-06 0 2.9313e-06 6.45786e-06 5.14281e-06 2.99003e-06 2.54237e-06 0.00391362 4.25897e-06 1.49409e-06 2.57052e-06 1.93516e-06 1.59712e-06 2.27158e-06 4.20923e-06 2.63973e-06 5.2144e-06 1.38163e-06 1.82137e-06 4.28538e-06 0 3.12685e-06 3.89807e-06 3.50906e-06 8.55988e-06 3.02916e-06 3.41574e-06 2.2365e-06 0 0 0 1.80962e-06 5.25522e-06 0 2.48152e-06 1.81755e-06 0 3.40619e-06 1.88998e-06 2.58111e-06 0 0 1.45437e-06 3.79305e-06 2.42406e-06 3.59632e-06 2.57703e-06 4.81569e-35 3.47723e-06 2.74658e-06 2.68111e-06 4.09421e-06 Variance: 7.05378e-07 Variances/cluster: 4.40146e-08 3.37344e-08 2.38897e-08 3.60218e-08 3.03055e-08 3.71071e-08 2.81596e-08 1.76788e-08 3.47954e-08 2.11259e-08 4.1777e-08 2.34465e-08 3.35505e-08 2.47056e-08 3.25755e-08 3.21743e-08 3.86717e-08 6.86694e-32 6.75047e-08 2.56365e-08 8.95767e-07 0 3.01808e-08 3.03149e-08 1.69132e-07 0 2.36375e-08 4.0355e-07 3.00723e-08 2.02012e-08 2.54216e-08 0.00391989 1.18266e-07 2.62098e-08 3.17321e-08 5.22969e-08 2.02147e-08 3.60541e-08 2.37789e-08 2.99942e-08 3.03064e-08 2.30247e-08 2.52945e-08 2.67813e-08 0 5.04285e-08 4.01735e-08 4.17709e-08 9.61687e-08 2.11804e-08 2.8462e-08 3.99242e-08 0 0 0 2.15412e-08 1.75159e-06 0 2.58467e-08 3.30355e-08 0 3.62247e-08 3.93719e-08 2.30436e-08 0 0 1.69098e-08 4.30891e-08 3.2318e-08 3.90777e-08 1.96697e-08 2.67973e-31 2.55656e-08 2.06492e-08 5.25548e-08 3.78969e-08 -------------------------------------------------------------- Initialization seed trial #803 of 1000; initialization seed = 493577028 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 722850 Distortion: 0.000232186 Distortions/cluster: 1.38925e-06 2.85499e-06 3.86233e-06 3.03736e-06 2.92582e-06 1.32316e-06 1.29546e-06 3.74411e-06 2.33405e-06 4.85648e-06 6.83916e-06 3.57489e-06 2.25721e-06 3.59028e-06 5.76513e-06 1.32036e-06 2.24822e-06 9.64317e-35 1.59192e-05 4.81569e-35 2.37044e-35 2.52075e-06 2.75265e-06 2.27956e-06 1.85575e-06 3.30063e-06 5.00498e-06 2.25451e-06 3.34547e-06 5.27394e-06 3.39017e-06 5.50493e-06 2.85902e-06 4.64942e-06 4.27414e-06 0 1.50292e-06 2.47046e-06 0 3.27909e-06 3.46705e-06 0 3.74675e-06 5.07083e-06 3.77612e-06 0 2.42538e-06 0 2.45348e-05 6.12961e-06 0 2.50942e-06 4.48917e-06 4.97231e-06 0 4.13988e-06 0 0 1.08283e-34 1.63516e-06 0 4.30382e-06 1.43047e-06 0 4.06157e-06 3.38044e-06 0 3.67781e-06 7.87631e-06 2.22816e-06 3.21465e-06 5.19781e-06 0 1.27749e-35 4.263e-06 0 Variance: 3.97307e-08 Variances/cluster: 1.82775e-08 1.0977e-07 2.3406e-08 3.94437e-08 2.92556e-08 1.89001e-08 1.90487e-08 2.75274e-08 2.5931e-08 3.54457e-08 3.18073e-08 3.88446e-08 2.53588e-08 5.43934e-08 2.73205e-08 2.09556e-08 3.16546e-08 6.86694e-32 7.5794e-07 2.67973e-31 0 3.70578e-08 1.14655e-07 3.99802e-08 1.91292e-08 3.79349e-08 4.03507e-08 3.75727e-08 3.44787e-08 3.13822e-08 2.18702e-08 2.9117e-08 2.34325e-08 3.9389e-08 1.64378e-07 0 2.5046e-08 2.77555e-08 0 2.77866e-08 1.95862e-08 0 2.51438e-08 4.22432e-08 2.69698e-08 0 3.73017e-08 0 2.72576e-06 3.06454e-08 0 4.04613e-08 2.97198e-08 3.29262e-08 0 4.22296e-08 0 0 0 2.06964e-08 0 2.74105e-08 1.81052e-08 0 4.27496e-08 2.91392e-08 0 3.53607e-08 9.05237e-08 3.53559e-08 3.69471e-08 3.46408e-08 0 0 4.95653e-08 0 -------------------------------------------------------------- Initialization seed trial #804 of 1000; initialization seed = 493577029 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 723518 Distortion: 0.00022782 Distortions/cluster: 3.89965e-06 2.96492e-06 3.59638e-06 4.4179e-06 3.2234e-06 5.60648e-06 3.1136e-06 5.41835e-06 3.61032e-06 3.43355e-06 3.41948e-06 2.94743e-06 3.31994e-06 9.64317e-35 2.42095e-06 2.82991e-06 3.67207e-06 3.14123e-06 2.37044e-35 3.59872e-06 4.45252e-06 3.86619e-06 1.27749e-35 3.63296e-06 2.60895e-06 3.95729e-06 2.49135e-06 3.75917e-06 1.08283e-34 2.80371e-06 4.46973e-06 3.37722e-06 3.01722e-06 0 0 2.55616e-06 0 0 3.58918e-06 2.17201e-06 4.01357e-06 4.4728e-06 2.39083e-06 2.37557e-06 3.35208e-06 2.30853e-06 3.21901e-06 3.56418e-06 0 0 0 2.04719e-06 0 4.05996e-06 4.81569e-35 1.92421e-06 2.54588e-06 0 2.45348e-05 3.47669e-06 2.53907e-06 0 2.46611e-06 3.09886e-06 5.44164e-06 3.62069e-06 2.9776e-06 1.59192e-05 2.501e-06 0 2.86142e-06 3.09562e-06 0 4.89025e-06 0 2.7355e-06 Variance: 3.89836e-08 Variances/cluster: 1.11408e-07 3.08819e-08 4.04063e-08 5.45372e-08 2.59921e-08 2.93436e-08 3.62015e-08 4.13481e-08 4.10228e-08 2.90955e-08 3.07958e-08 2.18309e-08 3.56866e-08 6.86694e-32 2.20067e-08 2.11163e-08 3.86412e-08 2.73118e-08 0 2.35183e-08 2.44623e-08 2.90597e-08 0 2.73065e-08 1.04322e-07 2.72893e-08 3.89144e-08 4.42216e-08 0 2.29792e-08 3.0823e-08 3.44583e-08 2.30302e-08 0 0 1.111e-07 0 0 4.0315e-08 2.71478e-08 3.68108e-08 2.63083e-08 2.36695e-08 3.8932e-08 3.45548e-08 3.20599e-08 4.1256e-08 2.89743e-08 0 0 0 3.86136e-08 0 3.79311e-08 2.67973e-31 1.48005e-07 2.40156e-08 0 2.72576e-06 2.09414e-08 2.59064e-08 0 3.73623e-08 2.56082e-08 2.5426e-08 3.89193e-08 3.54446e-08 7.5794e-07 4.808e-08 0 2.83216e-08 3.72937e-08 0 7.40876e-08 0 1.79951e-08 -------------------------------------------------------------- Initialization seed trial #805 of 1000; initialization seed = 493577030 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 725993 Distortion: 0.000216688 Distortions/cluster: 7.15897e-06 1.54394e-06 3.83927e-06 2.68956e-06 1.72531e-06 1.70272e-06 2.43462e-06 5.25522e-06 1.08283e-34 3.44269e-06 1.82338e-06 2.14227e-06 7.01578e-06 1.5804e-06 4.81569e-35 5.62981e-06 1.27749e-35 2.42995e-06 1.90048e-06 2.37044e-35 1.43661e-06 6.45786e-06 2.83928e-06 8.55988e-06 9.85484e-06 4.56695e-06 1.42878e-06 2.06242e-06 0 0 3.63505e-06 2.46923e-06 2.69689e-06 2.06916e-06 1.90416e-06 1.72476e-06 7.17564e-06 1.07541e-05 2.26055e-06 3.07449e-06 5.0305e-06 1.78592e-06 3.06601e-06 4.25897e-06 0 1.90388e-06 2.682e-06 1.18358e-05 0 2.63285e-06 2.17597e-06 9.64317e-35 2.02378e-06 2.1844e-06 1.94661e-06 0 0 5.36084e-06 0 4.78723e-06 3.35013e-06 2.37559e-06 2.23776e-06 0 2.5751e-06 4.17063e-06 2.71028e-06 2.69178e-06 1.48149e-06 0 0 2.07992e-06 5.17543e-06 0 8.87971e-06 0 Variance: 3.70786e-08 Variances/cluster: 4.36382e-08 2.6166e-08 2.31261e-08 3.78787e-08 1.96037e-08 2.24022e-08 1.87257e-08 1.75159e-06 0 1.89142e-08 2.80495e-08 2.14208e-08 5.0097e-08 3.59148e-08 2.67973e-31 4.50241e-08 0 3.42215e-08 2.08825e-08 0 4.95338e-08 4.0355e-07 2.83904e-08 9.61687e-08 8.95767e-07 1.69132e-07 3.9685e-08 5.02984e-08 0 0 2.37564e-08 3.38224e-08 1.89905e-08 2.72227e-08 2.60817e-08 2.87437e-08 4.91334e-08 3.5018e-08 2.13238e-08 2.8731e-08 3.04852e-08 3.36944e-08 2.45259e-08 1.18266e-07 0 2.18812e-08 2.35242e-08 3.69749e-08 0 3.92929e-08 2.78945e-08 6.86694e-32 2.17585e-08 2.1002e-08 2.02754e-08 0 0 6.78359e-08 0 4.19794e-08 3.98791e-08 3.20998e-08 3.1515e-08 0 3.57621e-08 2.54284e-08 2.79387e-08 2.53912e-08 2.14688e-08 0 0 2.01911e-08 4.57852e-08 0 4.35141e-08 0 -------------------------------------------------------------- Initialization seed trial #806 of 1000; initialization seed = 493577031 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 56 BIC score: 594821 Distortion: 0.00412196 Distortions/cluster: 3.06078e-06 4.02153e-06 1.52715e-06 2.72217e-06 9.64317e-35 2.37044e-35 3.48941e-06 2.45819e-06 4.81569e-35 3.63019e-06 2.91667e-06 2.70941e-06 8.00262e-06 9.85484e-06 2.59713e-06 5.04248e-06 1.70397e-06 3.13854e-06 1.96159e-06 4.27414e-06 3.54876e-06 2.57427e-06 2.38845e-06 3.19952e-06 0 2.41689e-06 2.83626e-06 0.00391362 2.29307e-06 3.24464e-06 4.13484e-06 1.92722e-06 0 3.64085e-06 2.54688e-06 2.64361e-06 2.51062e-06 3.60037e-06 0 3.29962e-06 4.96335e-06 2.96759e-06 2.85499e-06 0 4.36035e-06 5.25522e-06 3.08286e-06 5.37161e-06 1.58657e-06 3.28618e-06 5.9104e-06 0 5.36415e-06 2.73022e-06 0 3.35586e-06 3.93687e-06 3.183e-06 0 1.84286e-06 2.84251e-06 2.13117e-06 3.80562e-06 0 6.14661e-06 2.5047e-06 1.89044e-06 0 0 1.98783e-06 0 2.55616e-06 2.66376e-06 2.38646e-06 2.57795e-06 6.87174e-06 Variance: 7.05331e-07 Variances/cluster: 3.4388e-08 3.72253e-08 2.99415e-08 3.09312e-08 6.86694e-32 0 4.0571e-08 2.06546e-08 2.67973e-31 3.82e-08 3.27687e-08 2.31553e-08 9.09302e-08 8.95767e-07 3.93374e-08 3.23131e-08 4.48268e-08 3.41114e-08 3.5663e-08 1.64378e-07 2.36563e-08 1.96486e-08 3.31702e-08 3.10531e-08 0 3.89704e-08 3.41609e-08 0.00391989 3.82155e-08 3.14986e-08 2.63343e-08 1.66125e-08 0 2.69669e-08 3.68991e-08 2.01785e-08 3.02457e-08 2.08096e-08 0 3.88064e-08 3.10178e-08 2.24798e-08 1.0977e-07 0 2.49138e-08 1.75159e-06 2.68043e-08 4.19518e-08 4.28765e-08 2.5873e-08 3.93959e-07 0 3.06423e-08 2.18393e-08 0 3.6465e-08 3.39356e-08 3.83461e-08 0 2.09397e-08 3.34309e-08 4.95579e-08 3.36751e-08 0 2.89909e-08 3.52659e-08 2.86408e-08 0 0 3.42616e-08 0 1.111e-07 2.35703e-08 3.97707e-08 2.43181e-08 3.13674e-08 -------------------------------------------------------------- Initialization seed trial #807 of 1000; initialization seed = 493577032 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 498658 Distortion: 0.0358504 Distortions/cluster: 2.24364e-06 3.42821e-06 4.71129e-06 1.58163e-06 9.94941e-07 4.63531e-06 1.22128e-06 6.26247e-06 5.24573e-06 9.96055e-07 4.80452e-06 2.52958e-06 0.0356196 2.99475e-06 5.74264e-06 4.97615e-06 2.45348e-05 2.37044e-35 1.53559e-06 2.75704e-06 3.23093e-06 4.64769e-06 3.62503e-06 4.67412e-06 2.86094e-06 1.27749e-35 3.32825e-06 2.69537e-06 2.99216e-06 3.44725e-06 1.50668e-06 4.75817e-06 3.06839e-06 0 1.54406e-06 4.24117e-06 0 3.45632e-06 0 2.27856e-06 3.00755e-06 6.07676e-06 3.3573e-06 0 0 4.61389e-06 2.18095e-06 1.42826e-05 3.58243e-06 0 4.1047e-06 0 2.96365e-06 2.70794e-06 3.01614e-06 4.06694e-06 0 4.81569e-35 3.13235e-06 0 9.22226e-07 1.33869e-06 5.54074e-06 3.39016e-06 4.9495e-06 1.8202e-06 0 3.3933e-06 0 2.7654e-06 1.76167e-06 4.41684e-06 1.08283e-34 3.53472e-06 3.20276e-06 3.19275e-06 Variance: 6.13457e-06 Variances/cluster: 2.52069e-08 3.49709e-08 2.85439e-08 2.55073e-08 2.07257e-08 3.89394e-08 1.79584e-08 5.44515e-08 7.82868e-08 1.55615e-08 3.07882e-08 1.58085e-07 0.035575 2.77267e-08 4.86518e-08 4.40221e-08 2.72576e-06 0 1.80636e-08 3.36195e-08 2.30761e-08 2.92277e-08 2.38466e-08 3.05471e-08 1.95937e-08 0 3.78087e-08 2.12216e-08 3.9368e-08 4.15196e-08 2.28257e-08 3.37349e-08 2.95011e-08 0 1.81633e-08 3.78643e-08 0 3.84001e-08 0 1.94731e-08 3.03767e-08 3.1805e-08 1.04906e-07 0 0 4.65905e-08 1.91295e-08 7.14025e-07 3.37937e-08 0 2.61423e-08 0 4.05845e-08 3.98102e-08 2.43216e-08 5.72756e-08 0 2.67973e-31 3.77362e-08 0 1.84428e-08 2.39023e-08 1.38473e-07 4.08417e-08 3.05498e-08 1.83837e-08 0 4.13788e-08 0 2.17729e-08 3.262e-08 4.12653e-08 0 3.53441e-08 2.10689e-08 3.79964e-08 -------------------------------------------------------------- Initialization seed trial #808 of 1000; initialization seed = 493577033 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 595376 Distortion: 0.00413009 Distortions/cluster: 8.27515e-06 3.40609e-06 2.37044e-35 1.95537e-06 3.60064e-06 3.15945e-06 2.58057e-06 4.30394e-06 4.74684e-06 3.26794e-06 3.56829e-06 3.26612e-06 9.85484e-06 2.30474e-06 5.61761e-06 3.83716e-06 2.43129e-06 5.25522e-06 3.00128e-06 2.82395e-06 2.85515e-06 9.64317e-35 4.88504e-06 0.00391362 6.38771e-06 3.7877e-06 1.93202e-06 3.34425e-06 0 5.40001e-06 4.56636e-06 2.65421e-06 0 2.89257e-06 1.80001e-06 4.91509e-06 6.45142e-06 6.27787e-06 0 5.9104e-06 0 0 4.28781e-06 2.34923e-06 0 4.23471e-06 3.77454e-06 0 1.78339e-06 0 0 3.95786e-06 2.8778e-06 4.56695e-06 3.86409e-06 4.53104e-06 5.13717e-06 5.08624e-06 2.36388e-06 4.37333e-06 5.26392e-06 2.28235e-06 2.38209e-06 3.05714e-06 0 2.30676e-06 1.62702e-06 0 0 4.81569e-35 5.04846e-06 0 0 0 0 0 Variance: 7.06724e-07 Variances/cluster: 9.29701e-08 3.37207e-08 0 5.92485e-08 2.81206e-08 2.41151e-08 3.73962e-08 9.35322e-08 3.41386e-08 2.38513e-08 1.99329e-08 5.72951e-08 8.95767e-07 1.93659e-08 2.62482e-08 4.08173e-08 2.64248e-08 1.75159e-06 4.11099e-08 2.66388e-08 3.20771e-08 6.86694e-32 4.0359e-08 0.00391989 4.22891e-08 2.12774e-08 3.78799e-08 2.80997e-08 0 2.76899e-08 4.07578e-08 3.73809e-08 0 2.25959e-08 3.59978e-08 3.99481e-08 3.08653e-08 4.68346e-08 0 3.93959e-07 0 0 2.66236e-08 2.07873e-08 0 4.03173e-08 2.31546e-08 0 4.95342e-08 0 0 2.52068e-08 3.06121e-08 1.69132e-07 5.51847e-08 1.25821e-07 2.66151e-08 3.50661e-08 2.6558e-08 3.73671e-08 3.02498e-08 2.4278e-08 3.60895e-08 1.95947e-08 0 2.81289e-08 2.85417e-08 0 0 2.67973e-31 3.21453e-08 0 0 0 0 0 -------------------------------------------------------------- Initialization seed trial #809 of 1000; initialization seed = 493577034 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 594246 Distortion: 0.00412294 Distortions/cluster: 2.26019e-06 1.92292e-06 2.37044e-35 2.35427e-06 5.06743e-06 3.13365e-06 2.39676e-06 1.43766e-06 2.89732e-06 1.73727e-06 9.85484e-06 2.69684e-06 5.25522e-06 2.26945e-06 4.84962e-06 4.26288e-06 1.35988e-06 3.45856e-06 2.1785e-06 6.45786e-06 8.29035e-06 3.81234e-06 1.46428e-06 2.01049e-06 3.20559e-06 1.85036e-06 1.21014e-06 3.53616e-06 1.97414e-06 2.58103e-06 4.56695e-06 0 2.75595e-06 4.45757e-06 5.77279e-06 2.56581e-06 4.81569e-35 2.07024e-06 9.64317e-35 2.79514e-06 1.65754e-06 2.32174e-06 4.41918e-06 0 4.33766e-06 3.23242e-06 0 2.05389e-06 3.4974e-06 5.00667e-06 0.00391362 4.67134e-06 2.12008e-06 5.2913e-06 0 1.90813e-06 5.05649e-06 3.35666e-06 2.74705e-06 2.51124e-06 1.31435e-06 3.91943e-06 0 3.39158e-06 2.04889e-06 6.23444e-06 2.08698e-06 0 3.43139e-06 1.45511e-06 0 1.44189e-06 4.67576e-06 2.33615e-06 0 2.02487e-06 Variance: 7.055e-07 Variances/cluster: 5.25577e-08 2.11291e-08 0 2.26345e-08 2.84593e-08 4.67552e-08 1.88704e-08 2.28174e-08 2.86838e-08 1.86781e-08 8.95767e-07 2.34485e-08 1.75159e-06 2.5214e-08 3.56474e-08 4.30557e-08 2.38554e-08 3.03282e-08 1.91079e-08 4.0355e-07 9.41992e-08 3.3148e-08 1.87708e-08 2.83142e-08 3.81584e-08 2.50026e-08 1.89066e-08 3.84335e-08 1.68715e-08 2.60688e-08 1.69132e-07 0 1.94064e-08 3.18294e-08 4.40539e-08 2.56551e-08 2.67973e-31 2.30006e-08 6.86694e-32 3.62976e-08 1.76319e-08 1.90284e-08 6.05183e-08 0 2.8528e-08 2.7391e-08 0 2.44489e-08 5.29863e-08 4.06913e-08 0.00391989 4.13257e-08 2.52368e-08 1.35629e-07 0 2.05157e-08 4.17756e-08 2.0847e-08 3.23153e-08 3.74783e-08 1.93265e-08 3.84138e-08 0 3.94345e-08 2.52919e-08 4.61661e-08 2.67536e-08 0 3.72943e-08 2.96934e-08 0 1.67647e-08 3.8952e-08 2.9948e-08 0 2.93433e-08 -------------------------------------------------------------- Initialization seed trial #810 of 1000; initialization seed = 493577035 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 499106 Distortion: 0.0358328 Distortions/cluster: 2.75987e-06 3.55828e-06 3.02173e-06 2.56649e-06 3.80265e-06 3.569e-06 2.45917e-06 3.50718e-06 2.26936e-06 4.07255e-06 2.61624e-06 6.45786e-06 4.81569e-35 4.97797e-06 4.31425e-06 1.90504e-06 3.2881e-06 3.55429e-06 0 2.37044e-35 2.51634e-06 8.00262e-06 5.34593e-06 0 5.0804e-06 2.74247e-06 4.0928e-06 4.30083e-06 5.25522e-06 0 0.0356196 3.13284e-06 2.52268e-06 6.09765e-06 0 0 5.40039e-06 2.77871e-06 0 9.85484e-06 1.80107e-06 0 2.67784e-06 3.81244e-06 2.94027e-06 3.42215e-06 2.89606e-06 3.5543e-06 2.68931e-06 2.63553e-06 0 2.09331e-06 1.27749e-35 3.72735e-06 3.63582e-06 3.84001e-06 2.88065e-06 0 4.56695e-06 2.39523e-06 4.00212e-06 2.70556e-06 4.00671e-06 5.44943e-06 0 3.7736e-06 2.72721e-06 0 3.52237e-06 3.86199e-06 0 1.08283e-34 0 3.05845e-06 4.74406e-06 0 Variance: 6.13155e-06 Variances/cluster: 2.96736e-08 2.40396e-08 2.15819e-08 2.56626e-08 4.27227e-08 3.56786e-08 3.23546e-08 2.48714e-08 3.38598e-08 2.97168e-08 3.44129e-08 4.0355e-07 2.67973e-31 3.11021e-08 3.34329e-08 5.01283e-08 3.07273e-08 2.35361e-08 0 0 3.75448e-08 9.09302e-08 3.14438e-08 0 2.45408e-08 3.86135e-08 4.17596e-08 3.6756e-08 1.75159e-06 0 0.035575 2.63234e-08 1.85475e-08 3.03339e-08 0 0 2.8265e-08 2.89421e-08 0 8.95767e-07 3.15873e-08 0 3.57013e-08 2.39755e-08 2.64858e-08 3.64026e-08 3.91229e-08 3.20179e-08 3.53829e-08 3.60922e-08 0 3.54687e-08 0 3.08019e-08 3.59865e-08 4.41233e-08 2.46188e-08 0 1.69132e-07 3.62885e-08 4.12564e-08 3.0742e-08 3.51353e-08 6.80972e-08 0 2.49885e-08 1.94783e-08 0 2.10896e-08 2.25822e-08 0 0 0 4.85322e-08 1.35499e-07 0 -------------------------------------------------------------- Initialization seed trial #811 of 1000; initialization seed = 493577036 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 722311 Distortion: 0.000236046 Distortions/cluster: 4.1649e-06 4.33234e-06 3.4634e-06 8.66831e-06 1.27749e-35 1.59192e-05 2.63385e-06 2.78763e-06 4.34725e-06 3.03151e-06 3.71248e-06 9.64317e-35 2.49723e-06 5.02915e-06 5.1933e-06 1.83317e-06 5.21114e-06 2.71685e-06 1.80178e-06 4.60435e-06 2.01012e-06 3.56952e-06 4.01576e-06 4.74329e-06 2.37044e-35 0 3.02343e-06 1.86635e-06 5.93802e-06 4.56695e-06 2.61127e-06 2.75376e-06 5.00916e-06 4.79821e-06 1.49421e-06 5.42318e-06 0 0 3.92646e-06 4.81569e-35 0 1.93976e-06 3.53266e-06 5.40867e-06 6.62175e-06 0 0 3.50326e-06 0 5.97206e-06 3.2462e-06 0 0 0 5.25232e-06 4.06666e-06 5.84181e-06 0 3.05662e-06 0 1.08283e-34 0 3.76057e-06 0 2.76099e-06 2.96497e-06 2.16924e-06 0 0 0 2.16006e-06 4.00586e-06 1.7927e-06 2.94278e-06 2.45348e-05 2.81448e-06 Variance: 4.03911e-08 Variances/cluster: 4.08189e-08 2.47541e-08 4.07424e-08 9.63048e-08 0 7.5794e-07 2.35138e-08 3.5275e-08 3.44989e-08 4.81047e-08 2.01747e-08 6.86694e-32 2.62835e-08 1.32302e-07 2.63596e-08 2.10689e-08 2.81591e-08 2.51538e-08 3.60323e-08 2.48859e-08 2.64463e-08 3.43112e-08 4.1397e-08 3.16116e-08 0 0 4.51108e-08 1.92385e-08 4.86577e-08 1.69132e-07 2.39545e-08 2.0548e-08 3.15014e-08 3.07547e-08 2.40977e-08 3.04572e-08 0 0 2.76487e-08 2.67973e-31 0 1.95919e-08 5.35205e-08 4.62126e-08 3.8939e-08 0 0 3.8494e-08 0 2.94164e-08 3.64711e-08 0 0 0 4.00812e-08 3.90897e-08 4.39093e-08 0 2.804e-08 0 0 0 3.44978e-08 0 3.53946e-08 3.57197e-08 2.06571e-08 0 0 0 2.95872e-08 5.00687e-08 2.24067e-08 2.05771e-08 2.72576e-06 2.23353e-08 -------------------------------------------------------------- Initialization seed trial #812 of 1000; initialization seed = 493577037 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 494972 Distortion: 0.0397504 Distortions/cluster: 6.27266e-06 8.4067e-06 4.79965e-06 4.51093e-06 1.76526e-06 2.00258e-06 5.25522e-06 2.37044e-35 3.57849e-06 6.99082e-06 6.48408e-06 0.00391362 2.03576e-06 2.57e-06 5.46396e-06 0 1.68331e-06 2.9082e-06 4.81569e-35 1.15605e-06 2.539e-06 5.48005e-06 2.15352e-06 0 3.78981e-06 3.19353e-06 1.05843e-05 9.85484e-06 1.67199e-06 0.0356196 2.1743e-06 0 1.89163e-06 1.26114e-06 1.96142e-06 4.82365e-06 1.78111e-06 3.29965e-06 0 1.60221e-06 2.35447e-06 2.69976e-06 4.13873e-06 3.04837e-06 2.64668e-06 2.26711e-06 7.93993e-06 6.7359e-06 0 0 2.16702e-06 1.13754e-06 2.85438e-06 2.62863e-06 3.01017e-06 0 2.14524e-06 0 0 1.71687e-06 2.35582e-06 2.82042e-06 7.49779e-06 4.76893e-06 7.42983e-06 5.24023e-06 0 8.67524e-06 1.91144e-06 0 0 0 0 2.4457e-06 2.64535e-06 0 Variance: 6.80192e-06 Variances/cluster: 4.44737e-08 3.19541e-08 3.42778e-07 2.65325e-08 3.39452e-08 3.08063e-08 1.75159e-06 0 2.41761e-08 4.20998e-08 2.98779e-08 0.00391989 3.2832e-08 1.76012e-08 3.29046e-08 0 3.17577e-08 3.4211e-08 2.67973e-31 2.22293e-08 2.13342e-08 5.89056e-08 3.41802e-08 0 2.44483e-08 2.72928e-08 3.79245e-08 8.95767e-07 4.91719e-08 0.035575 3.15091e-08 0 2.82307e-08 4.50369e-08 1.88582e-08 4.22988e-08 1.48415e-07 2.94578e-08 0 3.40866e-08 2.73752e-08 2.93426e-08 2.68725e-08 2.01855e-08 4.26845e-08 2.98278e-08 4.99209e-08 3.10383e-08 0 0 3.93969e-08 2.84285e-07 2.0242e-08 2.26584e-08 2.44705e-08 0 3.35173e-08 0 0 2.488e-08 2.73909e-08 2.61119e-08 4.38324e-08 1.28848e-07 4.85454e-08 3.19498e-08 0 9.85717e-08 1.00592e-07 0 0 0 0 2.32904e-08 2.03465e-08 0 -------------------------------------------------------------- Initialization seed trial #813 of 1000; initialization seed = 493577038 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 71 BIC score: 594698 Distortion: 0.00411978 Distortions/cluster: 2.11478e-06 2.28734e-06 2.97218e-06 2.37044e-35 2.64206e-06 2.24735e-06 4.81569e-35 2.55616e-06 1.52032e-06 2.86053e-06 1.72824e-06 4.56494e-06 2.11424e-06 2.44602e-06 2.18675e-06 4.09382e-06 0.00391362 2.89754e-06 1.53606e-06 5.783e-06 3.4435e-06 4.27414e-06 1.5563e-06 3.00772e-06 2.24822e-06 2.14025e-06 1.88622e-06 2.94711e-06 4.4248e-06 9.85484e-06 7.83027e-06 4.47609e-06 3.15344e-06 3.64446e-06 3.30617e-06 1.6775e-06 6.05961e-06 4.89265e-06 5.94294e-06 9.64317e-35 0 2.66841e-06 0 5.9104e-06 0 2.94154e-06 3.1901e-06 2.97217e-06 3.35985e-06 5.25522e-06 2.38657e-06 1.97871e-06 3.07924e-06 4.98855e-06 4.54602e-06 2.22308e-06 2.0359e-06 7.76697e-06 3.07613e-06 0 1.61058e-06 0 2.32764e-06 2.65765e-06 3.12021e-06 2.85499e-06 3.40901e-06 1.73136e-06 0 2.00757e-06 0 0 0 2.379e-06 2.36821e-06 0 Variance: 7.0496e-07 Variances/cluster: 3.41067e-08 2.35781e-08 3.09575e-08 0 2.66852e-08 1.97119e-08 2.67973e-31 1.111e-07 1.94895e-08 2.38356e-08 4.93739e-08 2.90665e-08 2.13539e-08 3.82157e-08 2.54249e-08 2.65745e-08 0.00391989 1.98444e-08 2.55987e-08 4.51651e-08 2.58887e-08 1.64378e-07 2.4701e-08 2.38679e-08 2.0436e-08 3.01418e-08 2.27235e-08 2.39582e-08 4.09569e-08 8.95767e-07 5.14987e-08 3.7289e-08 2.23629e-08 2.14362e-08 2.80091e-08 2.99521e-08 4.327e-08 4.07587e-08 4.1257e-08 6.86694e-32 0 2.64176e-08 0 3.93959e-07 0 3.16267e-08 2.39837e-08 2.67731e-08 4.30713e-08 1.75159e-06 3.22481e-08 3.59744e-08 1.99927e-08 3.6401e-08 3.2461e-08 1.30756e-07 3.91485e-08 9.03049e-08 2.03699e-08 0 2.64002e-08 0 2.28179e-08 2.14304e-08 1.84611e-08 1.0977e-07 4.31375e-08 3.20601e-08 0 3.23775e-08 0 0 0 3.39831e-08 3.2889e-08 0 -------------------------------------------------------------- Initialization seed trial #814 of 1000; initialization seed = 493577039 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 726178 Distortion: 0.000214039 Distortions/cluster: 3.77844e-06 2.41625e-06 5.42226e-06 3.59075e-06 3.78805e-06 2.24375e-06 4.91713e-06 4.52019e-06 2.5114e-06 1.9973e-06 1.08283e-34 4.94055e-06 1.69907e-06 1.67474e-06 0 4.81569e-35 3.11165e-06 1.87343e-06 3.62386e-06 2.87226e-06 2.23748e-06 3.43065e-06 1.27749e-35 9.85484e-06 3.1411e-06 2.20319e-06 7.05356e-06 5.25522e-06 6.58134e-06 2.62612e-06 3.48534e-06 9.64317e-35 2.37044e-35 2.84305e-06 0 5.9104e-06 2.26588e-06 6.38037e-06 0 2.38973e-06 0 2.73247e-06 2.36258e-06 2.85742e-06 1.97443e-06 4.90831e-06 6.88456e-06 2.64092e-06 5.25815e-06 2.31943e-06 2.27855e-06 0 1.7051e-06 8.55988e-06 0 0 1.98871e-06 3.89514e-06 2.16799e-06 3.27151e-06 0 4.05585e-06 3.04761e-06 4.10633e-06 0 0 2.37859e-06 1.58634e-06 3.21563e-06 3.72281e-06 0 5.97953e-06 0 1.68007e-06 4.56695e-06 3.25502e-06 Variance: 3.66255e-08 Variances/cluster: 3.85428e-08 2.80934e-08 3.2458e-08 3.12212e-08 4.11719e-08 1.98538e-08 4.35106e-08 3.99886e-08 2.82154e-08 2.19464e-08 0 3.71351e-08 2.78511e-08 2.70094e-08 0 2.67973e-31 2.88092e-08 2.08141e-08 2.05883e-08 3.6812e-08 3.79116e-08 3.76965e-08 0 8.95767e-07 4.6868e-08 2.53214e-08 4.54918e-08 1.75159e-06 3.91714e-08 1.97435e-08 3.19728e-08 6.86694e-32 0 2.09026e-08 0 3.93959e-07 2.48969e-08 5.45283e-08 0 3.41359e-08 0 1.85866e-08 1.98519e-08 3.61667e-08 2.10021e-08 2.56958e-08 3.04526e-08 2.69458e-08 1.34779e-07 2.01666e-08 1.98117e-08 0 2.10481e-08 9.61687e-08 0 0 2.36731e-08 4.8685e-08 1.93553e-08 3.63392e-08 0 3.82503e-08 2.49781e-08 3.98641e-08 0 0 2.2022e-08 2.99283e-08 5.74042e-08 4.22907e-08 0 3.32088e-08 0 2.4346e-08 1.69132e-07 3.74017e-08 -------------------------------------------------------------- Initialization seed trial #815 of 1000; initialization seed = 493577040 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 72 BIC score: 498555 Distortion: 0.0358276 Distortions/cluster: 2.5395e-06 5.15328e-06 2.03795e-06 4.45351e-06 3.53231e-06 2.55616e-06 2.44762e-06 2.36407e-06 4.5587e-06 3.8165e-06 1.69672e-06 0.0356196 3.5419e-06 1.94647e-06 5.25522e-06 4.5663e-06 1.84757e-06 1.83982e-06 1.89164e-06 2.25658e-06 2.37044e-35 4.81569e-35 4.52046e-06 7.89415e-06 1.71801e-06 0 1.39819e-06 2.96829e-06 3.33678e-06 5.9104e-06 9.85484e-06 4.20818e-06 2.32235e-06 0 3.28174e-06 2.58269e-06 1.84338e-06 4.68893e-06 1.27749e-35 3.01925e-06 3.52609e-06 1.34538e-06 4.15552e-06 1.08283e-34 1.86159e-06 4.34776e-06 3.09216e-06 2.66646e-06 4.25752e-06 4.27414e-06 0 1.49459e-06 1.52668e-06 2.78846e-06 0 3.37842e-06 2.56936e-06 0 0 1.69495e-06 5.33718e-06 3.15385e-06 4.23699e-06 3.07042e-06 3.39161e-06 5.19979e-06 2.85499e-06 2.57713e-06 3.56757e-06 5.65489e-06 2.16254e-06 3.03151e-06 0 0 2.98631e-06 0 Variance: 6.13066e-06 Variances/cluster: 4.97897e-08 3.18e-08 3.45301e-08 3.93986e-08 4.05988e-08 1.111e-07 1.98976e-08 1.96988e-08 3.03812e-08 2.57849e-08 1.9062e-08 0.035575 2.81078e-08 2.2897e-08 1.75159e-06 3.90166e-08 1.62053e-08 2.35852e-08 2.59107e-08 2.59352e-08 0 2.67973e-31 4.22332e-08 9.07286e-08 1.90874e-08 0 2.9746e-08 2.65002e-08 3.79147e-08 3.93959e-07 8.95767e-07 3.59644e-08 2.32207e-08 0 4.82464e-08 2.48306e-08 2.3631e-08 3.8739e-08 0 3.50961e-08 3.49088e-08 2.03828e-08 3.10086e-08 0 2.90848e-08 4.26115e-08 3.39767e-08 2.6139e-08 3.57661e-08 1.64378e-07 0 1.94085e-08 1.86159e-08 3.57467e-08 0 3.79472e-08 2.00707e-08 0 0 3.02643e-08 2.80812e-08 3.15358e-08 4.32309e-08 1.96805e-08 2.38822e-08 3.56035e-08 1.0977e-07 3.90345e-08 5.32427e-08 2.85575e-08 1.93066e-08 3.93672e-08 0 0 2.48838e-08 0 -------------------------------------------------------------- Initialization seed trial #816 of 1000; initialization seed = 493577041 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 27 BIC score: 498690 Distortion: 0.0358346 Distortions/cluster: 4.81569e-35 1.54228e-06 2.54963e-06 6.45786e-06 2.61374e-06 2.75388e-06 3.19083e-06 9.85484e-06 4.12426e-06 2.74962e-06 2.33229e-06 1.76148e-06 2.15148e-06 5.71937e-06 6.96497e-06 4.70392e-06 5.2913e-06 6.4912e-06 2.35949e-06 6.69353e-06 3.15442e-06 2.37044e-35 3.48352e-06 4.34781e-06 2.9139e-06 1.28012e-06 1.43166e-06 3.31273e-06 1.08283e-34 2.3903e-06 2.64834e-06 0.0356196 3.85254e-06 2.43242e-06 1.86256e-06 8.37697e-06 1.55411e-06 2.39982e-06 5.25522e-06 4.15394e-06 3.88703e-06 5.3908e-06 1.86517e-06 0 1.27749e-35 2.94494e-06 2.75044e-06 2.32513e-06 1.57089e-06 0 6.89603e-06 1.64013e-06 2.22982e-06 1.83283e-06 3.09699e-06 0 5.52295e-06 2.69167e-06 4.32477e-06 0 2.78869e-06 0 7.71357e-06 0 1.7164e-06 2.04361e-06 3.79589e-06 0 2.56383e-06 0 0 2.19637e-06 0 3.16338e-06 2.51582e-06 2.46875e-06 Variance: 6.13187e-06 Variances/cluster: 2.67973e-31 2.61379e-08 4.81019e-08 4.0355e-07 2.7224e-08 2.62251e-08 2.32887e-08 8.95767e-07 2.80538e-08 3.61764e-08 2.40421e-08 2.07214e-08 2.44457e-08 4.23519e-08 2.86531e-08 3.2208e-08 1.35629e-07 4.44455e-08 7.61081e-08 4.03095e-08 3.54398e-08 0 4.2478e-08 1.20762e-07 5.39574e-08 2.41506e-08 1.93444e-08 3.03894e-08 0 2.21302e-08 1.83897e-08 0.035575 2.77137e-08 2.56019e-08 2.21706e-08 5.04475e-08 1.78612e-08 3.86939e-08 1.75159e-06 4.46513e-08 5.88897e-08 7.92686e-08 2.45395e-08 0 0 2.13383e-08 3.92885e-08 2.55479e-08 3.07997e-08 0 4.44762e-08 2.60312e-08 1.95581e-08 1.94959e-08 3.6432e-08 0 3.51666e-08 1.96455e-08 5.47391e-08 0 3.28052e-08 0 5.31812e-08 0 1.75122e-08 2.17386e-08 4.08031e-08 0 2.91318e-08 0 0 3.00846e-08 0 2.00196e-08 1.86341e-08 2.87039e-08 -------------------------------------------------------------- Initialization seed trial #817 of 1000; initialization seed = 493577042 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 61 BIC score: 494976 Distortion: 0.0397492 Distortions/cluster: 5.3757e-06 3.391e-06 2.83312e-06 3.80787e-06 5.40001e-06 3.44412e-06 0.0356196 6.41494e-06 5.25522e-06 5.07694e-06 2.5298e-06 3.43361e-06 3.77331e-06 9.85484e-06 3.388e-06 2.25511e-06 3.92015e-06 2.37981e-06 2.37044e-35 3.25303e-06 3.73831e-06 7.05412e-06 2.55616e-06 2.00428e-06 7.92634e-06 3.86491e-06 1.78111e-06 3.25187e-06 5.48179e-06 0 1.99814e-06 3.86921e-06 0 2.92014e-06 4.03677e-06 3.42296e-06 9.14374e-06 2.80299e-06 5.07352e-06 2.2009e-06 5.2046e-06 4.54441e-06 3.57022e-06 0 0 2.90861e-06 0 2.2142e-06 0 0 6.45786e-06 3.79334e-06 2.66475e-06 0 3.80989e-06 0 0 0 4.58318e-06 0 0 2.60895e-06 0.00391362 1.67513e-06 3.01308e-06 0 0 0 3.97423e-06 5.85933e-06 0 4.82869e-06 4.81569e-35 3.47954e-06 0 1.92559e-06 Variance: 6.80171e-06 Variances/cluster: 2.82839e-08 3.22923e-08 3.49653e-08 2.66261e-08 3.82948e-08 2.56997e-08 0.035575 2.90244e-08 1.75159e-06 3.21221e-08 3.83268e-08 3.77196e-08 2.35811e-08 8.95767e-07 1.91396e-08 9.80391e-08 3.56271e-08 2.14375e-08 0 2.71062e-08 4.01933e-08 8.8168e-08 1.111e-07 2.06603e-08 5.74323e-08 2.5593e-08 1.48415e-07 2.66519e-08 3.04517e-08 0 2.24483e-08 2.23634e-08 0 2.45368e-08 2.31978e-08 4.62422e-08 4.29248e-08 3.89183e-08 3.38126e-08 2.82142e-08 4.48644e-08 2.91212e-08 3.79686e-08 0 0 3.98308e-08 0 5.67567e-08 0 0 4.0355e-07 3.86949e-08 1.94484e-08 0 4.37772e-08 0 0 0 3.60764e-08 0 0 1.04322e-07 0.00391989 2.61715e-08 2.68993e-08 0 0 0 3.2842e-08 4.47239e-08 0 2.52789e-08 2.67973e-31 3.70045e-08 0 2.00559e-08 -------------------------------------------------------------- Initialization seed trial #818 of 1000; initialization seed = 493577043 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 56 BIC score: 690775 Distortion: 0.00047888 Distortions/cluster: 3.01351e-06 2.0808e-06 4.26873e-06 3.84252e-06 2.73354e-06 2.73551e-06 1.29653e-06 2.07496e-06 1.53246e-06 1.27749e-35 2.8201e-06 2.68307e-06 5.98282e-06 2.01826e-06 9.64317e-35 5.25522e-06 3.16226e-06 2.54188e-06 2.97828e-06 2.37044e-35 1.08283e-34 1.78097e-06 7.36288e-06 0.000272435 4.56695e-06 1.34667e-06 2.39935e-06 2.67428e-06 5.4808e-06 1.94048e-06 0 3.28006e-06 2.81063e-06 9.85484e-06 9.91102e-06 1.86401e-06 6.03419e-06 3.34916e-06 0 4.85413e-06 0 3.41217e-06 0 4.62237e-06 4.83226e-06 0 1.84911e-06 4.39445e-06 2.32935e-06 0 3.05082e-06 2.48896e-06 5.77998e-06 3.13581e-06 4.69395e-06 1.89604e-06 3.80642e-06 0 0 3.29771e-06 3.8145e-06 6.17536e-06 0 2.12669e-06 0 3.22159e-06 2.3698e-06 5.3476e-06 0 0 2.51573e-06 0 2.87164e-06 0 4.79965e-06 3.08284e-06 Variance: 8.19439e-08 Variances/cluster: 4.18404e-08 2.77415e-08 3.74328e-08 3.12372e-08 4.14136e-08 1.74221e-08 2.75833e-08 2.69453e-08 2.78603e-08 0 3.97162e-08 2.29295e-08 3.73805e-08 3.05771e-08 6.86694e-32 1.75159e-06 2.25856e-08 3.73783e-08 2.14246e-08 0 0 4.9467e-08 3.20021e-08 3.16754e-06 1.69132e-07 2.69242e-07 1.88909e-08 1.99549e-08 2.97772e-08 3.59325e-08 0 3.52579e-08 3.386e-08 8.95767e-07 4.27058e-08 2.48512e-08 4.86482e-08 3.56263e-08 0 2.52794e-08 0 3.04631e-08 0 4.12576e-08 2.82564e-08 0 2.20112e-08 2.60004e-08 3.47636e-08 0 2.52112e-08 2.34787e-08 4.28008e-08 2.70296e-08 3.17126e-08 2.63313e-08 3.62404e-08 0 0 2.15518e-08 4.14583e-08 1.50568e-07 0 2.95348e-08 0 4.53596e-08 2.06045e-08 3.26044e-08 0 0 3.54301e-08 0 4.16054e-08 0 3.42778e-07 2.20179e-08 -------------------------------------------------------------- Initialization seed trial #819 of 1000; initialization seed = 493577044 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 498882 Distortion: 0.035831 Distortions/cluster: 6.45786e-06 0.0356196 3.9366e-06 3.3214e-06 2.89623e-06 1.78069e-06 1.88861e-06 2.47379e-06 2.21786e-06 3.4047e-06 3.11229e-06 4.49118e-06 1.1766e-06 6.45778e-06 1.34379e-06 4.77957e-06 2.61718e-06 3.3747e-06 4.35424e-06 3.65795e-06 3.5296e-06 5.00523e-06 2.37044e-35 3.12328e-06 1.61303e-06 3.33498e-06 3.21037e-06 3.33766e-06 1.49504e-06 4.17773e-06 2.86108e-06 1.72172e-06 5.21507e-06 3.2368e-06 5.24573e-06 1.26342e-06 0 4.47213e-06 0 1.99164e-06 0 5.46439e-06 0 0 1.27749e-35 0 2.97861e-06 3.7029e-06 2.41128e-06 0 0 1.8322e-06 1.21557e-06 3.3573e-06 2.139e-06 2.52958e-06 1.77453e-06 5.25522e-06 2.92913e-06 6.69953e-06 1.76255e-06 3.51722e-06 3.49805e-06 4.81569e-35 9.85484e-06 4.53608e-06 2.17503e-06 6.10818e-06 6.31661e-06 1.08283e-34 4.1204e-06 0 5.2913e-06 3.39957e-06 0 0 Variance: 6.13125e-06 Variances/cluster: 4.0355e-07 0.035575 2.28852e-08 1.9536e-08 3.2539e-08 2.11967e-08 2.48479e-08 2.77929e-08 2.70446e-08 2.25457e-08 3.4578e-08 4.62865e-08 1.73009e-08 2.97497e-08 2.06712e-08 3.76223e-08 2.42305e-08 3.8777e-08 3.85205e-08 2.83469e-08 4.58349e-08 2.89224e-08 0 4.16299e-08 4.88755e-08 3.30169e-08 3.82157e-08 2.36691e-08 2.26497e-08 2.3735e-08 4.02934e-08 2.39099e-08 3.03176e-08 3.94603e-08 7.82868e-08 1.68437e-08 0 4.1395e-08 0 1.77804e-08 0 3.98733e-08 0 0 0 0 2.91996e-08 3.27662e-08 2.67897e-08 0 0 3.52316e-08 1.89911e-08 1.04906e-07 3.14534e-08 1.58085e-07 3.05922e-08 1.75159e-06 2.61504e-08 4.96113e-08 2.31887e-08 4.34188e-08 3.80199e-08 2.67973e-31 8.95767e-07 2.69981e-08 2.2893e-08 2.80167e-08 4.54287e-08 0 4.78956e-08 0 1.35629e-07 2.23636e-08 0 0 -------------------------------------------------------------- Initialization seed trial #820 of 1000; initialization seed = 493577045 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498927 Distortion: 0.03583 Distortions/cluster: 1.27749e-35 3.3681e-06 3.71516e-06 7.06787e-06 4.81218e-06 5.25522e-06 2.3974e-06 5.6209e-06 2.37044e-35 4.40831e-06 2.83951e-06 5.72456e-06 1.08283e-34 4.27414e-06 2.67459e-06 1.61691e-06 7.87631e-06 2.15046e-06 4.02354e-06 0 3.6108e-06 5.22788e-06 3.95724e-06 4.11805e-06 0 4.59309e-06 2.13179e-06 1.50062e-06 0 9.85484e-06 2.62136e-06 2.46309e-06 3.40722e-06 0 4.54591e-06 3.13583e-06 0 1.64894e-06 2.65837e-06 1.6222e-06 1.46347e-06 5.9104e-06 4.21537e-06 6.30883e-06 5.1876e-06 2.85499e-06 4.21203e-06 2.12554e-06 0 3.75942e-06 6.26944e-06 2.64309e-06 2.88882e-06 0 3.13523e-06 0 3.08142e-06 2.22308e-06 1.67375e-06 0.0356196 2.19155e-06 0 2.75265e-06 3.07782e-06 3.67614e-06 0 0 1.56537e-06 1.35994e-06 3.19812e-06 0 1.56422e-06 4.81569e-35 9.9637e-07 4.87846e-06 2.29176e-06 Variance: 6.13107e-06 Variances/cluster: 0 2.26027e-08 4.36932e-08 4.38858e-08 2.79687e-08 1.75159e-06 2.60556e-08 2.91142e-08 0 4.1196e-08 2.95755e-08 5.40006e-08 0 1.64378e-07 2.24729e-08 2.3776e-08 9.05237e-08 2.50032e-08 3.35267e-08 0 4.87799e-08 4.24891e-08 3.0913e-08 3.29336e-08 0 3.95826e-08 2.24373e-08 2.00065e-08 0 8.95767e-07 1.89937e-08 2.0524e-08 2.74685e-08 0 4.02164e-08 3.91954e-08 0 2.03556e-08 2.02905e-08 1.95423e-08 2.61311e-08 3.93959e-07 2.34167e-08 4.29032e-08 3.16291e-08 1.0977e-07 4.29762e-08 2.10431e-08 0 2.29213e-08 4.50895e-08 2.61664e-08 3.43876e-08 0 3.68822e-08 0 1.86736e-08 1.30756e-07 2.57477e-08 0.035575 2.23608e-08 0 1.14655e-07 2.63038e-08 3.75084e-08 0 0 1.70129e-08 2.51814e-08 2.10384e-08 0 2.40628e-08 2.67973e-31 1.91592e-08 3.93307e-08 2.69595e-08 -------------------------------------------------------------- Initialization seed trial #821 of 1000; initialization seed = 493577046 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 30 BIC score: 594581 Distortion: 0.00411945 Distortions/cluster: 4.82015e-06 2.25418e-06 4.17625e-06 2.77956e-06 3.66097e-06 1.45922e-06 2.0197e-06 6.45786e-06 2.75974e-06 1.94068e-06 3.67249e-06 9.64317e-35 5.07057e-06 3.8737e-06 2.43045e-06 4.1834e-06 6.00724e-06 1.68723e-06 2.37044e-35 2.36395e-06 0 0 3.87481e-06 3.35934e-06 3.67417e-06 9.85484e-06 2.04477e-06 2.95418e-06 2.42293e-06 2.7531e-06 3.19595e-06 2.67656e-06 2.09137e-06 2.175e-06 2.18584e-06 4.81569e-35 1.85315e-06 2.85499e-06 5.47012e-06 0.00391362 7.89415e-06 2.5917e-06 3.07658e-06 3.76551e-06 4.95533e-06 3.09261e-06 3.36804e-06 2.59748e-06 0 2.74249e-06 0 5.25522e-06 1.98829e-06 2.95288e-06 0 0 3.5192e-06 2.65356e-06 1.50777e-06 4.27414e-06 2.93172e-06 3.01161e-06 0 2.55616e-06 2.8806e-06 1.60493e-06 2.71968e-06 2.32107e-06 1.76129e-06 3.82838e-06 0 0 2.39523e-06 3.33208e-06 2.73301e-06 2.46378e-06 Variance: 7.04903e-07 Variances/cluster: 3.1494e-08 2.74876e-08 5.42323e-08 2.59746e-08 2.16607e-08 2.24472e-08 1.96066e-08 4.0355e-07 3.58291e-08 2.18027e-08 3.94867e-08 6.86694e-32 2.56005e-08 2.37629e-08 3.47093e-08 3.98287e-08 2.75537e-08 2.55617e-08 0 1.86115e-08 0 0 3.68999e-08 2.92091e-08 4.37364e-08 8.95767e-07 2.1751e-08 3.73918e-08 2.52359e-08 2.39373e-08 2.33261e-08 2.64981e-08 3.21643e-08 2.09113e-08 3.64186e-08 2.67973e-31 2.60984e-08 1.0977e-07 3.05567e-08 0.00391989 9.07286e-08 1.86437e-08 4.80571e-08 3.65475e-08 3.19594e-08 1.8517e-08 3.03401e-08 2.88514e-08 0 3.42782e-08 0 1.75159e-06 3.31271e-08 3.31758e-08 0 0 3.4832e-08 2.65332e-08 4.30649e-08 1.64378e-07 3.44797e-08 3.42199e-08 0 1.111e-07 4.17338e-08 3.02722e-08 3.3164e-08 2.93781e-08 2.07186e-08 2.42281e-08 0 0 3.37247e-08 5.04816e-08 3.21502e-08 3.19872e-08 -------------------------------------------------------------- Initialization seed trial #822 of 1000; initialization seed = 493577047 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 24 BIC score: 722971 Distortion: 0.000227695 Distortions/cluster: 2.29196e-06 2.62194e-06 1.27749e-35 1.06282e-06 3.6069e-06 2.97551e-06 3.55987e-06 2.61396e-06 2.07116e-06 3.19525e-06 4.03208e-06 2.25365e-06 2.89372e-06 2.77624e-06 2.16118e-06 2.49329e-06 1.88465e-06 8.16378e-06 1.68865e-06 3.46755e-06 2.14599e-06 2.87369e-06 3.05667e-06 3.09924e-06 2.19239e-06 2.90282e-06 1.08283e-34 2.67794e-06 2.97018e-06 3.06169e-06 5.80626e-06 4.81569e-35 1.86818e-06 3.9805e-06 2.53135e-06 3.4528e-06 2.37044e-35 2.19695e-06 0 0 5.18454e-06 3.36025e-06 3.41011e-06 0 5.34121e-06 2.41951e-06 3.4281e-06 3.1526e-06 2.70831e-06 2.45348e-05 3.14856e-06 2.03052e-06 2.42427e-06 4.57492e-06 4.02372e-06 2.0477e-06 1.53429e-06 3.49373e-06 2.05638e-06 3.59066e-06 0 2.7496e-06 0 2.58919e-06 1.59192e-05 2.74319e-06 4.56695e-06 3.50078e-06 0 0 3.98415e-06 9.64317e-35 4.11627e-06 2.22136e-06 0 2.20971e-06 Variance: 3.89623e-08 Variances/cluster: 2.90094e-08 3.59051e-08 0 2.1683e-08 3.71728e-08 3.41901e-08 2.3114e-08 1.99522e-08 2.62149e-08 2.40216e-08 4.63318e-08 2.20925e-08 4.90313e-08 2.74785e-08 3.17795e-08 3.72018e-08 2.44739e-08 9.38273e-08 3.24631e-08 3.04144e-08 3.40524e-08 3.02466e-08 3.82053e-08 3.52072e-08 2.57903e-08 2.63862e-08 0 3.93779e-08 2.65164e-08 2.01403e-08 2.80471e-08 2.67973e-31 2.19713e-08 2.58452e-08 2.53112e-08 5.15299e-08 0 2.36152e-08 0 0 1.3639e-07 2.12655e-08 4.54539e-08 0 3.01737e-08 3.02339e-08 4.03281e-08 2.48155e-08 3.7088e-08 2.72576e-06 2.29801e-08 2.23115e-08 2.00335e-08 2.62904e-08 4.572e-08 3.35577e-08 4.6478e-08 3.838e-08 3.11548e-08 3.94543e-08 0 4.43445e-08 0 2.72523e-08 7.5794e-07 2.01682e-08 1.69132e-07 4.37452e-08 0 0 2.63828e-08 6.86694e-32 4.11593e-08 3.08497e-08 0 2.86882e-08 -------------------------------------------------------------- Initialization seed trial #823 of 1000; initialization seed = 493577048 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 498732 Distortion: 0.0358768 Distortions/cluster: 6.06526e-06 1.3987e-06 4.2118e-06 3.10277e-06 3.37862e-06 1.80257e-06 2.37044e-35 3.70676e-06 3.6521e-06 2.39463e-06 0 1.99424e-06 1.08283e-34 2.55946e-06 3.80777e-06 0.0356196 1.86998e-06 4.22756e-06 2.94026e-06 1.76916e-06 5.98931e-06 3.79808e-06 3.92282e-06 5.11331e-06 1.76834e-06 1.84566e-06 3.81673e-06 1.43712e-06 1.7937e-06 3.79134e-06 1.55227e-06 0 3.48651e-06 4.74552e-06 1.92803e-06 2.21855e-06 1.62313e-06 4.64505e-06 2.9641e-06 1.79996e-06 0 4.05763e-06 2.691e-06 2.8764e-06 1.73555e-06 0 2.53294e-06 0 2.51073e-06 4.35604e-05 4.0596e-06 3.92599e-06 3.19707e-06 5.26232e-06 4.18607e-06 3.14299e-05 2.35697e-06 0 1.4518e-06 1.09536e-06 3.3885e-06 1.27749e-35 3.34882e-06 0 4.59944e-06 3.51453e-06 0 4.04432e-06 0 1.75192e-06 0 5.60448e-06 0 3.78733e-06 3.20126e-06 4.81569e-35 Variance: 6.13909e-06 Variances/cluster: 3.20807e-08 2.68959e-08 7.79888e-08 2.67449e-08 2.41306e-08 3.46627e-08 0 2.13014e-08 2.24031e-08 3.42063e-08 0 2.76954e-08 0 2.04739e-08 3.76894e-08 0.035575 2.03241e-08 3.77338e-08 3.86843e-08 3.15894e-08 2.97879e-08 2.79178e-08 2.99426e-08 1.7043e-07 2.29634e-08 3.76632e-08 2.18073e-08 4.63551e-08 3.14665e-08 6.64927e-08 3.97976e-08 0 4.84092e-08 3.31826e-08 2.0082e-08 2.6409e-08 3.45321e-08 2.43175e-08 3.44632e-08 2.68626e-08 0 3.8267e-08 2.08586e-08 2.47944e-08 2.71155e-08 0 2.61102e-08 0 3.48681e-08 2.7222e-06 3.7232e-08 2.39362e-08 3.67359e-08 1.34887e-07 4.35904e-08 3.11154e-07 2.83948e-08 0 4.68283e-08 2.96016e-08 4.28794e-08 0 2.46211e-08 0 4.06897e-08 2.52822e-08 0 2.52748e-08 0 1.75177e-08 0 3.76019e-08 0 3.90318e-08 2.64544e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #824 of 1000; initialization seed = 493577049 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 726960 Distortion: 0.000211181 Distortions/cluster: 3.72078e-06 2.54491e-06 0 4.12876e-06 5.26949e-06 2.58351e-06 3.29918e-06 9.64317e-35 3.41241e-06 4.34063e-06 5.1019e-06 4.5002e-06 2.14302e-06 3.47263e-06 8.55988e-06 2.30439e-06 1.08283e-34 4.90564e-06 3.16793e-06 2.99233e-06 2.34606e-06 5.25522e-06 2.71859e-06 2.35228e-06 4.56695e-06 2.84823e-06 2.07074e-06 1.66367e-06 5.25815e-06 4.80739e-06 3.89263e-06 2.51568e-06 3.96738e-06 5.53786e-06 4.01364e-06 6.60457e-07 5.64075e-06 2.5395e-06 3.37876e-06 2.96164e-06 2.37044e-35 4.579e-06 2.7968e-06 0 0 1.27749e-35 0 4.29046e-06 4.4109e-06 4.23499e-06 8.85805e-06 4.23835e-06 2.52246e-06 4.0045e-06 4.81569e-35 2.6863e-06 1.63698e-06 1.95605e-06 4.14065e-06 3.02518e-06 2.7637e-06 3.59347e-06 0 0 4.41704e-06 0 2.28922e-06 0 2.45321e-06 3.181e-06 0 0 0 0 1.82071e-06 1.83909e-06 Variance: 3.61364e-08 Variances/cluster: 4.70829e-08 2.99376e-08 0 2.88699e-08 2.92724e-08 2.03409e-08 3.2342e-08 6.86694e-32 2.7517e-08 3.26335e-08 4.59478e-08 2.74379e-08 3.89513e-08 2.89353e-07 9.61687e-08 3.15642e-08 0 2.86854e-08 2.51399e-08 4.09872e-08 3.72365e-08 1.75159e-06 3.82866e-08 3.09411e-08 1.69132e-07 2.84789e-08 2.25057e-08 2.91847e-08 1.34779e-07 3.16173e-08 4.13975e-08 3.59354e-08 3.96609e-08 3.12846e-08 3.9727e-08 2.20059e-07 2.83362e-08 2.39554e-08 3.34422e-08 3.74771e-08 0 2.97239e-08 2.05629e-08 0 0 0 0 2.17771e-08 2.15147e-08 4.19171e-08 8.85674e-07 4.65711e-08 3.9411e-08 4.00318e-08 2.67973e-31 2.95173e-08 2.92293e-08 2.01633e-08 5.5192e-08 2.4007e-08 3.54293e-08 2.31809e-08 0 0 3.5325e-08 0 3.01185e-08 0 2.5288e-08 2.02588e-08 0 0 0 0 2.5641e-08 5.10813e-08 -------------------------------------------------------------- Initialization seed trial #825 of 1000; initialization seed = 493577050 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 62 BIC score: 498370 Distortion: 0.0358464 Distortions/cluster: 3.11991e-06 4.81569e-35 2.9469e-06 2.2774e-06 3.39149e-06 3.59466e-06 2.09141e-06 2.98923e-06 3.77552e-06 3.87032e-06 2.40083e-06 2.64647e-06 2.55675e-06 3.2711e-06 4.87702e-06 2.37044e-35 0 2.58436e-06 1.1325e-06 2.63946e-06 2.45348e-05 3.10956e-06 1.72518e-06 2.67041e-06 3.5139e-06 0.0356196 4.56695e-06 3.42876e-06 1.27749e-35 2.88238e-06 0 0 8.27515e-06 2.79367e-06 3.23078e-06 2.48847e-06 2.7875e-06 3.34572e-06 3.71784e-06 3.12615e-06 4.52069e-06 1.9652e-06 0 1.74435e-06 3.18451e-06 1.59192e-05 3.42388e-06 1.95695e-06 4.01221e-06 2.19944e-06 2.61424e-06 3.31948e-06 2.65339e-06 2.54423e-06 2.98861e-06 1.08283e-34 3.08807e-06 3.17565e-06 1.42037e-06 3.98026e-06 2.6552e-06 2.24714e-06 3.01382e-06 0 3.02879e-06 2.2282e-06 3.69521e-06 0 3.74545e-06 0 0 2.83094e-06 2.50201e-06 2.96763e-06 4.02109e-06 2.82992e-06 Variance: 6.13388e-06 Variances/cluster: 5.47304e-08 2.67973e-31 4.14921e-08 1.92983e-08 3.16859e-08 9.45643e-08 4.02064e-08 3.7363e-08 2.404e-08 2.08063e-08 3.42863e-08 2.90724e-08 3.59988e-08 2.45926e-08 2.83523e-08 0 0 3.31299e-08 2.83036e-08 4.05936e-08 2.72576e-06 1.99308e-08 2.24029e-08 3.37923e-08 3.77725e-08 0.035575 1.69132e-07 3.32862e-08 0 3.00222e-08 0 0 9.29701e-08 1.95344e-08 2.275e-08 3.3625e-08 2.55704e-08 2.81128e-08 3.99635e-08 2.04305e-08 3.25124e-08 2.97731e-08 0 2.72523e-08 3.18424e-08 7.5794e-07 5.26592e-08 2.71773e-08 1.14597e-07 2.85616e-08 2.58806e-08 3.22172e-08 3.73685e-08 3.06432e-08 3.73547e-08 0 2.08635e-08 3.56698e-08 3.08746e-08 5.10245e-08 5.00949e-08 3.87402e-08 2.13728e-08 0 3.56297e-08 2.50336e-08 2.30923e-08 0 2.53049e-08 0 0 3.01138e-08 2.27432e-08 3.02719e-08 4.01979e-08 2.1935e-08 -------------------------------------------------------------- Initialization seed trial #826 of 1000; initialization seed = 493577051 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 722161 Distortion: 0.000238442 Distortions/cluster: 1.77091e-06 4.57648e-06 2.45348e-05 3.21887e-06 4.69273e-06 6.04653e-06 3.15022e-06 4.81569e-35 3.50886e-06 1.27749e-35 3.31018e-06 3.08038e-06 1.59192e-05 3.13732e-06 4.04593e-06 4.56695e-06 3.43832e-06 1.99191e-06 2.52033e-06 4.7995e-06 8.82504e-06 1.75998e-06 3.20258e-06 2.37044e-35 0 3.59701e-06 0 0 2.80839e-06 3.62783e-06 1.08283e-34 5.95548e-06 5.61533e-06 2.86203e-06 0 3.56883e-06 0 4.35134e-06 5.35057e-06 0 0 2.28012e-06 4.55458e-06 3.37718e-06 0 9.64317e-35 5.87045e-06 5.33932e-06 6.05314e-06 1.83193e-06 3.12508e-06 3.15697e-06 0 0 0 4.02471e-06 0 4.12071e-06 2.30845e-06 1.63183e-06 5.69024e-06 3.80505e-06 0 9.38386e-06 3.2489e-06 4.48858e-06 0 0 1.12822e-06 3.54191e-06 3.39215e-06 0 0 0 6.25467e-06 0 Variance: 4.08012e-08 Variances/cluster: 2.72422e-08 3.84547e-08 2.72576e-06 2.92599e-08 1.26789e-07 3.21519e-08 2.29921e-08 2.67973e-31 2.32347e-08 0 2.12168e-08 3.0801e-08 7.5794e-07 1.98547e-08 3.9268e-08 1.69132e-07 4.84124e-08 2.39968e-08 2.80011e-08 4.3628e-08 9.80458e-08 2.19978e-08 2.03968e-08 0 0 2.16662e-08 0 0 2.60005e-08 2.08478e-08 0 3.74439e-08 3.26366e-08 2.92018e-08 0 3.60371e-08 0 2.37757e-08 4.21178e-08 0 0 2.47811e-08 2.81122e-08 3.79428e-08 0 6.86694e-32 4.19183e-08 4.33953e-08 3.90492e-08 3.45614e-08 4.59529e-08 3.62838e-08 0 0 0 6.81926e-08 0 4.16208e-08 2.50895e-08 2.9667e-08 2.93287e-08 3.49056e-08 0 3.42364e-08 2.33713e-08 4.11661e-08 0 0 2.05112e-08 4.31797e-08 2.0682e-08 0 0 0 5.48608e-08 0 -------------------------------------------------------------- Initialization seed trial #827 of 1000; initialization seed = 493577052 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 69 BIC score: 726818 Distortion: 0.000211551 Distortions/cluster: 1.27749e-35 2.65699e-06 4.00187e-06 4.64584e-06 1.78222e-06 3.23908e-06 4.85811e-06 2.89023e-06 5.52583e-06 2.94408e-06 2.95596e-06 2.74517e-06 1.08283e-34 4.09658e-06 2.43068e-06 2.39216e-06 5.38483e-06 2.09372e-06 2.44878e-06 0 5.25522e-06 3.73887e-06 5.69688e-06 9.64317e-35 3.53772e-06 2.37044e-35 5.2913e-06 2.68084e-06 4.01168e-06 1.48063e-06 4.60211e-06 4.02164e-06 3.76505e-06 2.29948e-06 5.09079e-06 5.20213e-06 4.44337e-06 0 2.52525e-06 1.68615e-06 0 2.47904e-06 3.95939e-06 2.29122e-06 4.68102e-06 3.15349e-06 4.36947e-06 0 0 2.60855e-06 1.79126e-06 2.30159e-06 1.86615e-06 2.21761e-06 1.92572e-06 6.45786e-06 9.85484e-06 0 4.17734e-06 3.26289e-06 4.55982e-06 2.24301e-06 0 2.39127e-06 2.972e-06 7.92944e-06 4.81569e-35 3.69371e-06 1.83115e-06 0 2.93059e-06 0 3.18103e-06 0 0 0 Variance: 3.61996e-08 Variances/cluster: 0 1.78306e-08 3.12619e-08 3.36626e-08 2.12149e-08 3.02691e-08 2.50396e-08 2.00693e-08 4.60333e-08 2.55985e-08 3.24801e-08 2.6142e-08 0 2.10063e-08 1.86953e-08 3.79684e-08 2.77477e-08 1.61041e-07 5.5649e-08 0 1.75159e-06 3.97623e-08 4.44926e-08 6.86694e-32 3.80275e-08 0 1.35629e-07 2.60245e-08 4.01038e-08 2.46748e-08 3.68051e-08 3.55868e-08 4.27711e-08 2.83861e-08 2.4831e-08 3.25027e-08 2.77686e-08 0 2.02002e-08 9.36674e-08 0 2.06562e-08 3.11735e-08 3.63663e-08 2.99966e-08 2.3888e-08 4.12091e-08 0 0 3.4778e-08 1.99006e-08 2.37252e-08 2.45524e-08 2.60865e-08 2.79063e-08 4.0355e-07 8.95767e-07 0 4.17698e-08 3.83742e-08 3.50643e-08 2.95107e-08 0 2.32134e-08 4.18452e-08 9.21938e-08 2.67973e-31 3.58581e-08 4.94862e-08 0 5.42538e-08 0 4.07789e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #828 of 1000; initialization seed = 493577053 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 498937 Distortion: 0.0358505 Distortions/cluster: 2.53993e-06 1.13288e-06 2.40813e-06 3.72158e-06 2.37044e-35 8.41139e-06 1.72076e-06 3.21755e-06 3.93099e-06 5.57571e-06 2.87974e-06 2.18707e-06 4.04781e-06 4.4523e-06 3.45964e-06 3.66621e-06 1.62515e-06 4.49283e-06 3.75407e-06 1.35564e-06 1.08283e-34 1.59192e-05 2.34149e-06 2.43745e-06 3.48797e-06 0 0 4.79647e-06 3.92847e-06 0 2.09749e-06 3.58793e-06 2.37921e-06 5.48245e-06 0 2.56708e-06 4.15698e-06 2.00036e-06 2.55616e-06 1.46701e-06 1.48695e-06 4.59917e-06 2.96485e-06 0 5.455e-06 1.96232e-06 5.00267e-06 0.0356196 1.61561e-06 0 2.46525e-06 2.03461e-06 5.03438e-06 2.45348e-05 6.4909e-06 0 2.05528e-06 7.52434e-06 2.42184e-06 3.68398e-06 3.54987e-06 0 5.94018e-06 3.3595e-06 2.60895e-06 1.78732e-06 0 1.27749e-35 2.48524e-06 3.2695e-06 4.81569e-35 0 0 3.03317e-06 0 1.78111e-06 Variance: 6.13458e-06 Variances/cluster: 5.40362e-08 1.6658e-08 2.61731e-08 4.96167e-08 0 4.1018e-08 1.87018e-08 2.14485e-08 4.36632e-08 4.12883e-08 2.2496e-08 3.03733e-08 3.61382e-08 2.90974e-08 2.3062e-08 4.11899e-08 2.38963e-08 2.93623e-08 1.10403e-07 1.90918e-08 0 7.5794e-07 2.38907e-08 3.0465e-08 3.96328e-08 0 0 4.74751e-08 2.40989e-08 0 2.46734e-08 3.89968e-08 5.17182e-08 4.15202e-08 0 3.33359e-08 2.98965e-08 2.9853e-08 1.111e-07 2.71644e-08 2.21908e-08 4.17968e-08 2.05868e-08 0 4.10028e-08 3.38301e-08 3.05014e-08 0.035575 2.48534e-08 0 2.44059e-08 3.03647e-08 7.51328e-08 2.72576e-06 4.56959e-08 0 2.8543e-08 3.29908e-08 2.01802e-08 2.99485e-08 2.55364e-08 0 2.96911e-08 4.04626e-08 1.04322e-07 2.12751e-08 0 0 2.25911e-08 2.72435e-08 2.67973e-31 0 0 1.87217e-08 0 1.48415e-07 -------------------------------------------------------------- Initialization seed trial #829 of 1000; initialization seed = 493577054 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 499151 Distortion: 0.0358352 Distortions/cluster: 5.98909e-06 6.25497e-06 2.29118e-06 6.89591e-06 2.37044e-35 5.44376e-06 2.53561e-06 2.84212e-06 3.84227e-06 4.4398e-06 2.61287e-06 2.89759e-06 6.95173e-06 1.20061e-06 3.68539e-06 1.93652e-06 1.74277e-06 3.46562e-06 0 2.69891e-06 0 5.16829e-06 2.30212e-06 2.26065e-06 5.42751e-06 1.96757e-06 4.84115e-06 2.94541e-06 0 7.02525e-06 1.27749e-35 0 1.94964e-06 4.81569e-35 0 3.30492e-06 4.45523e-06 3.29231e-06 0 2.11248e-06 2.26503e-06 7.87631e-06 6.45786e-06 0 1.52049e-06 4.70496e-06 0 0 3.57606e-06 3.35583e-06 0 1.75441e-06 0 5.42761e-06 2.30969e-06 1.81082e-06 4.58045e-06 2.60911e-06 2.8972e-06 2.79716e-06 0 0.0356196 1.98391e-06 1.83935e-06 2.79184e-06 9.85484e-06 3.60473e-06 0 3.86824e-06 1.08283e-34 4.3799e-06 4.10396e-06 6.43822e-06 5.25522e-06 2.80125e-06 0 Variance: 6.13196e-06 Variances/cluster: 3.16778e-08 4.31238e-08 2.76021e-08 4.92405e-08 0 4.09171e-08 3.42623e-08 2.203e-08 4.08717e-08 2.82697e-08 5.12281e-08 3.21926e-08 5.07274e-08 2.6098e-08 2.20656e-08 4.84087e-08 3.48531e-08 2.56685e-08 0 2.57008e-08 0 3.1697e-08 3.65383e-08 2.21612e-08 1.42782e-07 3.33455e-08 1.72882e-07 2.01718e-08 0 5.01645e-08 0 0 4.87375e-08 2.67973e-31 0 2.7311e-08 3.18203e-08 2.59214e-08 0 2.09138e-08 2.79609e-08 9.05237e-08 4.0355e-07 0 2.76427e-08 4.19947e-08 0 0 2.36802e-08 2.43147e-08 0 3.31e-08 0 2.85638e-08 2.2642e-08 2.66273e-08 4.23984e-08 1.69408e-08 1.9979e-08 2.91346e-08 0 0.035575 2.54322e-08 2.38855e-08 3.20873e-08 8.95767e-07 2.10785e-08 0 2.54467e-08 0 4.09202e-08 3.20594e-08 3.63623e-08 1.75159e-06 3.63769e-08 0 -------------------------------------------------------------- Initialization seed trial #830 of 1000; initialization seed = 493577055 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 727982 Distortion: 0.000204125 Distortions/cluster: 3.01169e-06 1.77144e-06 2.22308e-06 3.53021e-06 1.47718e-06 2.53115e-06 2.85499e-06 3.68923e-06 2.611e-06 2.78527e-06 5.25522e-06 2.33518e-06 3.1629e-06 2.65898e-06 2.65843e-06 2.04711e-06 2.42502e-06 1.08283e-34 3.18849e-06 2.59654e-06 1.95183e-06 9.64317e-35 1.89508e-06 1.9667e-06 2.60919e-06 1.29099e-06 2.74591e-06 6.42791e-06 3.11161e-06 0 3.20457e-06 5.9104e-06 3.12277e-06 2.79854e-06 2.61355e-06 2.85241e-06 7.53674e-06 4.57607e-06 1.57972e-06 2.37044e-35 1.68522e-06 7.89415e-06 0 2.2991e-06 4.05096e-06 2.45494e-06 2.15857e-06 0 5.78414e-06 3.32993e-06 1.87341e-06 4.27414e-06 4.81569e-35 3.02568e-06 3.426e-06 9.85484e-06 2.0248e-06 4.09078e-06 5.61752e-06 0 2.37589e-06 4.32588e-06 3.16017e-06 1.20055e-06 2.4608e-06 2.33265e-06 1.89475e-06 2.3952e-06 3.8817e-06 2.02346e-06 0 2.51828e-06 0 1.8835e-06 8.21291e-07 1.27749e-35 Variance: 3.49291e-08 Variances/cluster: 4.12436e-08 3.40549e-08 1.30756e-07 2.40127e-08 2.84048e-08 3.51435e-08 1.0977e-07 5.34625e-08 1.93384e-08 2.07838e-08 1.75159e-06 3.89071e-08 2.30848e-08 1.84635e-08 2.55588e-08 3.30069e-08 2.69423e-08 0 4.08746e-08 3.70911e-08 1.99143e-08 6.86694e-32 3.57539e-08 2.73128e-08 4.57616e-08 3.68819e-08 2.8017e-08 3.03105e-08 1.94459e-08 0 3.55948e-08 3.93959e-07 3.71726e-08 3.63418e-08 1.97979e-08 2.66557e-08 3.65741e-08 2.3465e-08 2.19387e-08 0 2.40723e-08 9.07286e-08 0 2.49872e-08 3.71536e-08 3.66381e-08 3.2695e-08 0 3.75473e-08 2.75175e-08 2.37117e-08 1.64378e-07 2.67973e-31 2.9373e-08 2.19596e-08 8.95767e-07 2.93423e-08 2.55652e-08 3.64654e-08 0 3.25436e-08 3.79338e-08 3.39693e-08 2.79105e-08 1.11816e-07 3.02915e-08 3.57381e-08 2.39491e-08 2.35234e-08 2.02323e-08 0 2.18959e-08 0 3.19209e-08 3.56962e-08 0 -------------------------------------------------------------- Initialization seed trial #831 of 1000; initialization seed = 493577056 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 494567 Distortion: 0.0397507 Distortions/cluster: 5.34576e-06 2.11893e-06 1.41471e-06 3.0194e-06 0.00391362 3.13311e-06 3.65282e-06 2.49168e-06 2.91229e-06 2.14224e-06 2.37044e-35 1.91264e-06 6.40251e-06 5.50861e-06 3.59516e-06 5.23039e-06 3.66309e-06 1.32431e-06 0 2.34474e-06 5.40935e-06 0 1.04954e-06 4.81569e-35 0 3.55265e-06 3.27971e-06 5.25566e-06 2.42512e-06 2.2545e-06 3.7426e-06 0 3.81359e-06 3.71817e-06 9.63772e-06 0 3.58992e-06 4.71417e-06 2.59323e-06 0 0.0356196 6.91118e-06 2.8054e-06 6.45786e-06 1.36386e-06 3.98278e-06 3.71629e-06 8.39942e-06 4.56695e-06 1.16374e-06 3.16033e-06 5.59347e-06 1.9559e-06 3.0967e-06 4.75904e-06 0 0 5.25522e-06 0 9.85484e-06 2.25372e-06 0 3.80081e-06 3.97896e-06 1.50135e-06 3.58155e-06 0 0 4.19642e-06 0 2.68077e-06 0 0 5.54074e-06 5.65354e-06 0 Variance: 6.80196e-06 Variances/cluster: 3.01994e-08 1.94374e-08 1.88611e-08 2.45451e-08 0.00391989 2.40987e-08 3.01859e-08 2.9311e-08 2.17316e-08 1.879e-08 0 2.22374e-08 5.47176e-08 3.69675e-08 6.91166e-08 3.02309e-08 2.67355e-08 2.06901e-08 0 1.81747e-08 4.06587e-08 0 1.49916e-08 2.67973e-31 0 3.94708e-08 4.04768e-08 3.34646e-08 2.88677e-08 3.2671e-08 3.63328e-08 0 3.70136e-08 2.213e-08 4.32042e-08 0 3.81883e-08 3.92719e-08 2.14298e-08 0 0.035575 3.50707e-08 2.35727e-08 4.0355e-07 1.84285e-08 4.02169e-08 4.64494e-08 9.43662e-08 1.69132e-07 2.64457e-08 3.762e-08 2.83839e-08 2.30078e-08 3.36568e-08 4.53098e-08 0 0 1.75159e-06 0 8.95767e-07 2.27628e-08 0 2.45192e-08 2.80184e-08 2.02861e-08 4.36737e-08 0 0 3.74569e-08 0 2.3309e-08 0 0 1.38473e-07 4.48549e-08 0 -------------------------------------------------------------- Initialization seed trial #832 of 1000; initialization seed = 493577057 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 726625 Distortion: 0.000210527 Distortions/cluster: 2.02996e-06 2.99956e-06 3.75037e-06 3.1023e-06 9.51076e-07 3.59032e-06 5.54074e-06 5.15866e-06 2.02756e-06 2.35568e-06 1.27749e-35 2.00951e-06 0 1.58012e-06 6.04882e-06 9.64317e-35 3.19524e-06 5.02997e-06 1.24335e-06 8.29035e-06 6.95368e-06 4.81569e-35 5.02391e-06 2.24591e-06 3.12986e-06 6.45786e-06 2.39475e-06 2.37044e-35 2.27001e-06 0 1.25729e-06 4.28725e-06 1.6816e-06 1.99787e-06 5.25522e-06 3.02007e-06 5.05827e-06 2.93633e-06 2.24548e-06 1.08283e-34 2.28117e-06 3.05167e-06 2.25164e-06 4.56695e-06 3.28769e-06 3.05801e-06 2.4626e-06 5.19385e-06 2.24447e-06 4.33519e-06 0 4.12218e-06 2.1878e-06 2.49902e-06 2.52102e-06 0 3.01667e-06 9.85484e-06 0 0 3.09309e-06 2.59428e-06 2.92811e-06 1.89589e-06 2.00841e-06 5.25522e-06 0 3.95254e-06 2.39072e-06 0 2.56357e-06 3.69049e-06 2.9904e-06 1.93341e-06 9.92303e-07 2.18484e-06 Variance: 3.60245e-08 Variances/cluster: 2.98494e-08 4.76078e-08 2.20591e-08 2.23167e-08 2.71703e-08 3.94516e-08 1.38473e-07 3.0165e-08 2.89626e-08 2.26487e-08 0 3.24006e-08 0 2.10663e-08 3.251e-08 6.86694e-32 2.38427e-08 2.857e-08 1.91262e-08 9.41992e-08 3.27896e-08 2.67973e-31 3.66678e-08 3.25387e-08 3.68098e-08 4.0355e-07 5.09483e-08 0 2.36437e-08 0 2.09526e-08 4.24444e-08 2.47265e-08 2.14799e-08 3.97996e-08 2.72055e-08 2.89018e-08 2.20758e-08 1.85561e-08 0 4.07317e-08 3.86171e-08 1.90795e-08 1.69132e-07 3.82259e-08 2.15334e-08 3.84661e-08 4.36314e-08 2.41319e-08 3.83519e-08 0 2.78501e-08 3.7709e-08 2.47399e-08 4.5823e-08 0 4.37053e-08 8.95767e-07 0 0 4.75716e-08 1.8529e-08 3.85242e-08 2.8723e-08 3.58525e-08 1.75159e-06 0 3.26628e-08 2.36684e-08 0 3.46396e-08 3.65275e-08 3.64652e-08 2.92917e-08 1.83741e-08 1.9163e-08 -------------------------------------------------------------- Initialization seed trial #833 of 1000; initialization seed = 493577058 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 723036 Distortion: 0.000227096 Distortions/cluster: 4.001e-06 2.07396e-06 2.42879e-06 2.09491e-06 1.61363e-06 2.31669e-06 2.06919e-06 4.79833e-06 3.04322e-06 3.44964e-06 1.53218e-06 3.74853e-06 1.92213e-06 2.45348e-05 3.79521e-06 3.21621e-06 2.84365e-06 3.10808e-06 1.08283e-34 2.83425e-06 2.37044e-35 2.73283e-06 3.69404e-06 2.78367e-06 2.96393e-06 3.91519e-06 2.67611e-06 3.84085e-06 2.69362e-06 3.33501e-06 0 4.56695e-06 3.54476e-06 4.10554e-06 1.42153e-06 2.5902e-06 3.14745e-06 2.48121e-06 0 2.37511e-06 2.13325e-06 2.41886e-06 3.10743e-06 3.89943e-06 3.57922e-06 4.1664e-06 2.92352e-06 2.40157e-06 9.64317e-35 3.05658e-06 2.30957e-06 1.59192e-05 4.81569e-35 0 1.27749e-35 2.23073e-06 2.92133e-06 0 2.43866e-06 0 3.71832e-06 4.10577e-06 3.50175e-06 4.01221e-06 3.1452e-06 3.30915e-06 8.04075e-06 0 0 3.05937e-06 2.79165e-06 0 2.93632e-06 0 2.69852e-06 3.97855e-06 Variance: 3.88596e-08 Variances/cluster: 3.03007e-08 2.30412e-08 2.1303e-08 2.52377e-08 2.04233e-08 2.12522e-08 2.43412e-08 3.01682e-08 3.30755e-08 5.14826e-08 1.86829e-08 3.20359e-08 1.83038e-08 2.72576e-06 3.38748e-08 2.77235e-08 4.06101e-08 3.69887e-08 0 3.63336e-08 0 2.84644e-08 3.26799e-08 3.76143e-08 1.89979e-08 5.4373e-08 2.52433e-08 4.31519e-08 4.64277e-08 2.68929e-08 0 1.69132e-07 3.85173e-08 3.83569e-08 2.03053e-08 3.27772e-08 2.08422e-08 2.27614e-08 0 3.16655e-08 2.84408e-08 2.30347e-08 2.42688e-08 3.19519e-08 2.29417e-08 2.43628e-08 2.75779e-08 1.96832e-08 6.86694e-32 3.08719e-08 2.62426e-08 7.5794e-07 2.67973e-31 0 0 1.85878e-08 2.45465e-08 0 3.38592e-08 0 4.47851e-08 8.55082e-08 3.89059e-08 1.14597e-07 3.65689e-08 3.06376e-08 9.24134e-08 0 0 3.97201e-08 2.79133e-08 0 4.13438e-08 0 3.25095e-08 4.01744e-08 -------------------------------------------------------------- Initialization seed trial #834 of 1000; initialization seed = 493577059 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 722358 Distortion: 0.000234229 Distortions/cluster: 5.00436e-06 2.09022e-06 1.08283e-34 5.52972e-06 3.27027e-06 2.40027e-06 4.27254e-06 4.03233e-06 5.94127e-06 4.30098e-06 2.24432e-06 2.45348e-05 3.22167e-06 4.94539e-06 8.29035e-06 2.1844e-06 1.62282e-06 0 4.20965e-06 1.42826e-05 2.42377e-06 2.28239e-06 3.2563e-06 2.53292e-06 3.06437e-06 1.36007e-06 3.32522e-06 4.1838e-06 7.17574e-06 3.99127e-06 3.9813e-06 2.00923e-06 2.25217e-06 4.3254e-06 3.14076e-06 3.5444e-06 3.80568e-06 3.63945e-06 5.52693e-06 2.26686e-06 2.73642e-06 9.64317e-35 1.27749e-35 2.37044e-35 0 2.36654e-06 0 0 3.13698e-06 0 3.85326e-06 6.46913e-06 4.97199e-06 0 2.97662e-06 0 0 0 0 1.80772e-06 2.69566e-06 0 2.74851e-06 4.32197e-06 2.07831e-06 4.56695e-06 2.19017e-06 4.81569e-35 2.5825e-06 1.99245e-06 0 6.81509e-06 0 0 2.65138e-06 2.80155e-06 Variance: 4.00803e-08 Variances/cluster: 4.85699e-08 1.80175e-08 0 1.38197e-07 2.49614e-08 2.89164e-08 2.37335e-08 4.07172e-08 4.27292e-08 4.43259e-08 2.67159e-08 2.72576e-06 3.88124e-08 2.97817e-08 9.41992e-08 1.86685e-08 4.77257e-08 0 3.14125e-08 7.14025e-07 2.52451e-08 2.5079e-08 2.07384e-08 3.05144e-08 2.68781e-08 2.71992e-08 3.49992e-08 3.12196e-08 3.09197e-08 4.07138e-08 2.7838e-08 2.91166e-08 2.14474e-08 3.8607e-08 2.57417e-08 2.08476e-08 3.84379e-08 2.61803e-08 3.25007e-08 3.84177e-08 3.2966e-08 6.86694e-32 0 0 0 3.28659e-08 0 0 5.40696e-08 0 4.18796e-08 4.68627e-08 4.24829e-08 0 1.98424e-08 0 0 0 0 2.03096e-08 2.0734e-08 0 3.35157e-08 6.64857e-08 3.46359e-08 1.69132e-07 4.86667e-08 2.67973e-31 2.39099e-08 3.21343e-08 0 3.87097e-08 0 0 2.38842e-08 2.13836e-08 -------------------------------------------------------------- Initialization seed trial #835 of 1000; initialization seed = 493577060 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 498863 Distortion: 0.0358296 Distortions/cluster: 9.85484e-06 6.07134e-06 5.52239e-06 2.32623e-06 2.37044e-35 2.26023e-06 4.4649e-06 4.86473e-06 3.64492e-06 3.35568e-06 1.74673e-06 2.2068e-06 5.61304e-06 0 3.66201e-06 4.81569e-35 1.27749e-35 4.34294e-06 4.54812e-06 1.58332e-06 5.4144e-06 1.92224e-06 2.87505e-06 0 4.73086e-06 1.92421e-06 0 0 1.08283e-34 2.34559e-06 3.93756e-06 2.75265e-06 5.45195e-06 6.45786e-06 3.63506e-06 1.56707e-06 2.35332e-06 1.6073e-06 0 2.69983e-06 3.78943e-06 4.61141e-06 3.94771e-06 2.99362e-06 3.04796e-06 0.0356196 3.25646e-06 3.59542e-06 5.25522e-06 2.88195e-06 4.72413e-06 0 2.36299e-06 3.17234e-06 2.18244e-06 1.77272e-06 2.35349e-06 0 0 4.01988e-06 3.26489e-06 2.78667e-06 2.85499e-06 3.26845e-06 4.23084e-06 2.4388e-06 3.98923e-06 0 0 3.09305e-06 3.67145e-06 4.89025e-06 0 0 2.40651e-06 3.40683e-06 Variance: 6.131e-06 Variances/cluster: 8.95767e-07 5.4692e-08 3.94422e-08 2.32602e-08 0 2.19421e-08 3.8479e-08 3.89053e-08 2.80355e-08 2.86782e-08 2.05473e-08 1.6591e-08 2.95327e-08 0 1.07697e-07 2.67973e-31 0 3.87636e-08 4.41538e-08 2.72955e-08 3.58454e-08 1.96125e-08 3.73355e-08 0 2.93816e-08 1.48005e-07 0 0 0 1.97091e-08 4.3266e-08 1.14655e-07 3.22496e-08 4.0355e-07 3.46087e-08 2.6558e-08 2.50324e-08 2.06041e-08 0 2.57096e-08 2.41344e-08 3.68883e-08 2.64924e-08 1.98236e-08 3.34911e-08 0.035575 2.4668e-08 3.07275e-08 1.75159e-06 2.30533e-08 2.87961e-08 0 2.81284e-08 3.91517e-08 1.83376e-08 1.92666e-08 2.45133e-08 0 0 4.36798e-08 2.96782e-08 3.97971e-08 1.0977e-07 2.16434e-08 4.10725e-08 2.67977e-08 4.80484e-08 0 0 3.63768e-08 3.24879e-08 7.40876e-08 0 0 3.94381e-08 3.78411e-08 -------------------------------------------------------------- Initialization seed trial #836 of 1000; initialization seed = 493577061 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 499209 Distortion: 0.0358352 Distortions/cluster: 1.27749e-35 5.9104e-06 2.74802e-06 1.93261e-06 2.02288e-06 5.66087e-06 3.58167e-06 1.84238e-06 2.87468e-06 5.25551e-06 2.17922e-06 1.81684e-06 2.09017e-06 4.81569e-35 6.96991e-06 5.39268e-06 2.81964e-06 6.75734e-06 2.86121e-06 3.36211e-06 3.33138e-06 2.79225e-06 0 2.37044e-35 0 2.0655e-06 6.93624e-06 1.63652e-06 0 0 2.98879e-06 2.4631e-06 1.63511e-06 2.0744e-06 3.203e-06 6.05924e-06 0 3.68872e-06 5.25152e-06 4.81561e-06 7.92944e-06 0 4.77013e-06 0 5.52972e-06 3.57369e-06 5.04777e-06 2.90376e-06 2.41106e-06 2.20175e-06 2.06817e-06 6.05704e-06 0 1.94671e-06 0 1.08283e-34 3.54053e-06 3.5163e-06 0 4.65818e-06 0.0356196 6.18035e-06 0 2.22565e-06 4.58523e-06 9.85484e-06 3.52249e-06 3.31861e-06 5.25522e-06 0 0 1.15947e-06 2.2278e-06 2.27348e-06 3.82995e-06 0 Variance: 6.13196e-06 Variances/cluster: 0 3.93959e-07 3.71324e-08 2.97298e-08 3.88989e-08 3.58167e-08 1.96778e-08 2.33185e-08 3.68516e-08 3.0376e-08 2.13629e-08 3.78474e-08 4.01925e-08 2.67973e-31 3.87094e-08 2.89904e-08 1.17476e-07 4.62683e-08 3.32669e-08 3.4658e-08 3.5818e-08 2.90834e-08 0 0 0 2.48831e-08 4.98861e-08 2.77353e-08 0 0 5.24303e-08 2.48769e-08 2.3027e-08 2.65925e-08 3.90586e-08 4.20643e-08 0 4.14427e-08 4.56503e-08 4.71972e-08 9.21938e-08 0 4.18295e-08 0 1.38197e-07 2.39821e-08 3.09576e-08 2.63955e-08 2.11472e-08 2.55995e-08 1.81397e-08 4.20492e-08 0 1.94649e-08 0 0 2.62233e-08 4.28676e-08 0 2.54523e-08 0.035575 2.82116e-08 0 1.90209e-08 3.69745e-08 8.95767e-07 2.13465e-08 2.19756e-08 1.75159e-06 0 0 1.93225e-07 2.56046e-08 2.61297e-08 2.34946e-08 0 -------------------------------------------------------------- Initialization seed trial #837 of 1000; initialization seed = 493577062 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 498308 Distortion: 0.0360975 Distortions/cluster: 1.99523e-06 4.33393e-06 3.52106e-06 1.27749e-35 3.27214e-06 3.75151e-06 2.63086e-06 1.45194e-06 4.56695e-06 4.28732e-06 2.68368e-06 1.08283e-34 3.46668e-06 3.52561e-06 2.55372e-06 5.48373e-06 1.5388e-06 1.24961e-06 4.35634e-06 2.83504e-06 6.31044e-06 3.1697e-06 3.27523e-06 2.37044e-35 3.68457e-06 4.07827e-06 2.59828e-06 1.53889e-06 4.06717e-06 2.06677e-06 4.26013e-06 0 4.41915e-06 0 1.55532e-06 4.80298e-06 0 0 3.45802e-06 2.31659e-06 2.90237e-06 2.0153e-06 2.69264e-06 5.89656e-06 0 2.02397e-06 5.25522e-06 5.19171e-06 6.45786e-06 0.000272435 0 1.75672e-06 0 1.38465e-06 0.0356196 3.84909e-06 3.46041e-06 0 2.54309e-06 1.72412e-06 6.61283e-06 9.85484e-06 4.32717e-06 0 2.04343e-06 3.63792e-06 0 0 2.46305e-06 3.82974e-06 2.28149e-06 5.64841e-06 1.39133e-06 2.17632e-06 5.01626e-06 0 Variance: 6.17685e-06 Variances/cluster: 1.86454e-08 4.29065e-08 2.10824e-08 0 3.37222e-08 4.07748e-08 2.98937e-08 1.81473e-08 1.69132e-07 3.93205e-08 2.12972e-08 0 3.04062e-08 5.26164e-08 2.63183e-08 4.8088e-08 2.90313e-08 2.11773e-08 3.15574e-08 3.73003e-08 4.92855e-08 2.8048e-08 2.75138e-08 0 2.40742e-08 4.2915e-08 2.4056e-08 1.7892e-08 3.73102e-08 2.37538e-08 3.10931e-08 0 2.72763e-08 0 2.25382e-08 4.17513e-08 0 0 3.0331e-08 2.27097e-08 2.43875e-08 2.21435e-08 2.3012e-08 1.47365e-07 0 1.80691e-08 1.75159e-06 2.93291e-08 4.0355e-07 3.16754e-06 0 2.66144e-08 0 2.26967e-08 0.035575 3.69984e-08 2.90765e-08 0 2.37647e-08 1.89447e-08 4.75591e-08 8.95767e-07 3.69726e-08 0 3.46313e-08 2.30228e-08 0 0 4.39683e-08 3.94787e-08 2.65267e-08 5.43069e-08 1.9594e-08 1.87597e-08 4.07695e-08 0 -------------------------------------------------------------- Initialization seed trial #838 of 1000; initialization seed = 493577063 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 594400 Distortion: 0.00414285 Distortions/cluster: 1.53381e-06 2.45348e-05 2.7494e-06 3.70446e-06 2.3778e-06 3.79133e-06 3.75313e-06 1.99804e-06 2.531e-06 3.47338e-06 3.27722e-06 2.71764e-06 8.00262e-06 2.37044e-35 2.64758e-06 3.62659e-06 2.71068e-06 2.70179e-06 2.45741e-06 3.36886e-06 1.45449e-06 2.42723e-06 2.22701e-06 2.91493e-06 3.30882e-06 1.7749e-06 1.58476e-06 3.38656e-06 4.74981e-06 9.64317e-35 2.8971e-06 0 3.58464e-06 3.87473e-06 6.42167e-06 0 0 4.27414e-06 3.8645e-06 0 2.29081e-06 0 4.16674e-06 3.95292e-06 1.59192e-05 0 2.85499e-06 3.70782e-06 2.37311e-06 4.57292e-06 6.54842e-06 1.77583e-06 3.28827e-06 2.4653e-06 0 0 3.25849e-06 0 2.07775e-06 3.72968e-06 4.53417e-06 0 2.34744e-06 4.34788e-06 2.32645e-06 0.00391362 0 2.75265e-06 3.1353e-06 0 4.81569e-35 1.87354e-06 1.50606e-06 3.52128e-06 5.23304e-06 3.96656e-06 Variance: 7.08907e-07 Variances/cluster: 1.58111e-08 2.72576e-06 3.76508e-08 3.52695e-08 2.42612e-08 4.35645e-08 3.00152e-08 2.93803e-08 2.20067e-08 3.58049e-08 3.76662e-08 4.31332e-08 9.09302e-08 0 2.90846e-08 2.12063e-08 2.22168e-08 3.50766e-08 2.19392e-08 3.4373e-08 2.34575e-08 2.3794e-08 2.68283e-08 2.29495e-08 2.50645e-08 1.69023e-08 2.36504e-08 2.4016e-08 4.12892e-08 6.86694e-32 1.95727e-08 0 2.08391e-08 3.31065e-08 5.48813e-08 0 0 1.64378e-07 3.90322e-08 0 2.43676e-08 0 3.71919e-08 4.07493e-08 7.5794e-07 0 1.0977e-07 3.49764e-08 3.16382e-08 3.9072e-08 3.87448e-08 2.91093e-08 3.01576e-08 3.28678e-08 0 0 2.54547e-08 0 2.03681e-08 3.00754e-08 3.94148e-08 0 1.98913e-08 3.0826e-08 3.8126e-08 0.00391989 0 1.14655e-07 4.74902e-08 0 2.67973e-31 3.90191e-08 2.15132e-08 2.6467e-08 4.39714e-08 2.69811e-08 -------------------------------------------------------------- Initialization seed trial #839 of 1000; initialization seed = 493577064 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 594533 Distortion: 0.00414327 Distortions/cluster: 2.34224e-06 5.70057e-06 3.77812e-06 3.77176e-06 3.78402e-06 2.83919e-06 9.64317e-35 2.5329e-06 5.43315e-06 4.39018e-06 3.75004e-06 3.74575e-06 5.25081e-06 1.59192e-05 2.45348e-05 2.71042e-06 4.6587e-06 5.1363e-06 1.86981e-06 3.07756e-06 3.85739e-06 2.85499e-06 3.36701e-06 0.00391362 2.22497e-06 2.51818e-06 1.85032e-06 2.37044e-35 3.91343e-06 8.00262e-06 2.65193e-06 2.72259e-06 4.14635e-06 1.58758e-06 4.66674e-06 4.55224e-06 0 2.79555e-06 3.45849e-06 2.75265e-06 0 4.51342e-06 1.90335e-06 3.61379e-06 2.03788e-06 2.41053e-06 0 3.60109e-06 0 2.05265e-06 1.6498e-06 4.81569e-35 1.62431e-06 3.82075e-06 1.34667e-06 0 2.73578e-06 0 0 2.58318e-06 4.27414e-06 0 0 0 2.42634e-06 0 3.21074e-06 2.17338e-06 3.28687e-06 2.27021e-06 0 1.34814e-06 4.51832e-06 3.58199e-06 5.51706e-06 0 Variance: 7.08979e-07 Variances/cluster: 2.36569e-08 3.49697e-08 4.60708e-08 3.22346e-08 3.7095e-08 2.40589e-08 6.86694e-32 2.26126e-08 3.10365e-08 4.26095e-08 3.90605e-08 4.25619e-08 2.98315e-08 7.5794e-07 2.72576e-06 2.22146e-08 5.41663e-08 3.31266e-08 1.92742e-08 2.19807e-08 3.85613e-08 1.0977e-07 4.80857e-08 0.00391989 2.36671e-08 1.70132e-08 2.93675e-08 0 2.7557e-08 9.09302e-08 3.19481e-08 2.07813e-08 4.14498e-08 2.51973e-08 2.52173e-08 2.75869e-08 0 3.63029e-08 2.56163e-08 1.14655e-07 0 3.85648e-08 3.39771e-08 3.84319e-08 2.71693e-08 2.51073e-08 0 3.63626e-08 0 1.95473e-08 2.1706e-08 2.67973e-31 1.91073e-08 2.41798e-08 1.7263e-08 0 4.79918e-08 0 0 2.48353e-08 1.64378e-07 0 0 0 2.82103e-08 0 3.37944e-08 2.89758e-08 3.95877e-08 2.04499e-08 0 2.01196e-08 3.64265e-08 3.61699e-08 4.11588e-08 0 -------------------------------------------------------------- Initialization seed trial #840 of 1000; initialization seed = 493577065 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 65 BIC score: 691124 Distortion: 0.000471446 Distortions/cluster: 9.64317e-35 2.15957e-06 2.81031e-06 3.3622e-06 3.88452e-06 3.51768e-06 2.78935e-06 3.07282e-06 2.37044e-35 2.44111e-06 0 7.16075e-06 4.27414e-06 3.11609e-06 1.91002e-06 2.25981e-06 2.65204e-06 2.55616e-06 3.04073e-06 2.3928e-06 2.58084e-06 2.05716e-06 5.06575e-06 0.000272435 0 5.25522e-06 2.22308e-06 4.25312e-06 9.85484e-06 2.18124e-06 2.3138e-06 0 4.43957e-06 4.72735e-06 2.80346e-06 5.58372e-06 2.52195e-06 0 2.85499e-06 1.8435e-06 2.47975e-06 1.96559e-06 2.74438e-06 3.42087e-06 2.84108e-06 2.61173e-06 1.90355e-06 1.08283e-34 0 2.51909e-06 3.49277e-06 2.84868e-06 5.84427e-06 3.48413e-06 3.07645e-06 5.9104e-06 0 3.35218e-06 2.93789e-06 0 2.6502e-06 0 0 4.186e-06 2.67689e-06 6.79649e-06 1.27749e-35 0 0 3.30732e-06 0 3.07723e-06 2.50462e-06 2.81429e-06 3.21247e-06 2.39354e-06 Variance: 8.06718e-08 Variances/cluster: 6.86694e-32 3.66004e-08 4.01349e-08 3.00171e-08 3.62931e-08 5.32936e-08 3.82079e-08 3.57189e-08 0 2.03408e-08 0 3.19571e-08 1.64378e-07 3.99464e-08 2.72829e-08 1.94794e-08 1.86741e-08 1.111e-07 3.75369e-08 2.62921e-08 2.555e-08 2.36432e-08 4.01914e-08 3.16754e-06 0 1.75159e-06 1.30756e-07 3.90067e-08 8.95767e-07 2.03831e-08 3.00465e-08 0 2.52226e-08 3.66345e-08 2.29769e-08 3.4036e-08 2.29248e-08 0 1.0977e-07 3.47798e-08 1.92212e-08 2.97791e-08 2.34542e-08 2.47868e-08 3.89061e-08 2.66479e-08 2.44016e-08 0 0 2.26919e-08 3.79524e-08 2.14168e-08 3.28223e-08 2.38618e-08 4.8055e-08 3.93959e-07 0 1.99517e-08 3.41585e-08 0 2.70404e-08 0 0 3.98535e-08 1.91189e-08 4.02026e-08 0 0 0 2.31261e-08 0 3.23889e-08 2.91209e-08 3.60778e-08 3.77905e-08 2.06317e-08 -------------------------------------------------------------- Initialization seed trial #841 of 1000; initialization seed = 493577066 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 68 BIC score: 493947 Distortion: 0.0397387 Distortions/cluster: 2.77413e-06 1.86403e-06 3.12777e-06 5.25522e-06 5.29491e-06 1.97039e-06 3.10658e-06 2.84413e-06 4.57287e-06 2.56427e-06 3.36688e-06 1.78783e-06 2.94976e-06 8.22956e-06 5.53241e-06 1.86729e-06 3.65596e-06 0.0356196 2.22308e-06 2.68224e-06 3.60182e-06 3.33012e-06 3.32902e-06 2.37044e-35 4.81675e-06 2.36144e-06 2.47788e-06 2.139e-06 3.94999e-06 3.26386e-06 3.62054e-06 2.48106e-06 2.41591e-06 0 0 3.70076e-06 0.00391362 3.14694e-06 0 3.4534e-06 9.85484e-06 2.88448e-06 2.64804e-06 2.68042e-06 0 5.49333e-06 2.79058e-06 0 1.17065e-06 0 3.39628e-06 1.78097e-06 2.66967e-06 2.91071e-06 1.62343e-06 3.00817e-06 2.90233e-06 2.56406e-06 2.6612e-06 0 2.00637e-06 2.57041e-06 2.94576e-06 2.4942e-06 2.47516e-06 3.07975e-06 3.26293e-06 1.1795e-06 0 2.41389e-06 4.81569e-35 1.89076e-06 5.9104e-06 5.6385e-06 4.84747e-06 0 Variance: 6.79991e-06 Variances/cluster: 2.6672e-08 2.95852e-08 2.23393e-08 1.75159e-06 3.22755e-08 1.64185e-08 3.48946e-08 2.70846e-08 4.01e-08 3.5124e-08 2.2902e-08 2.07868e-08 2.03408e-08 9.56826e-08 3.14237e-08 2.05173e-08 7.02833e-08 0.035575 1.30756e-07 3.72507e-08 3.95674e-08 4.214e-08 3.8252e-08 0 3.23167e-08 2.40942e-08 1.07725e-07 2.74206e-08 2.76193e-08 4.23737e-08 2.24858e-08 3.06202e-08 2.23676e-08 0 0 2.10252e-08 0.00391989 2.38381e-08 0 3.59621e-08 8.95767e-07 3.47414e-08 3.04344e-08 3.57362e-08 0 4.42869e-08 2.60771e-08 0 2.34117e-07 0 3.99528e-08 4.9467e-08 2.20615e-08 2.20489e-08 1.78378e-08 3.95788e-08 2.2851e-08 2.37385e-08 2.6088e-08 0 2.50774e-08 2.70545e-08 3.42499e-08 4.61749e-08 3.48584e-08 4.10597e-08 3.32925e-08 1.90225e-08 0 2.56772e-08 2.67973e-31 1.8906e-08 3.93959e-07 2.99822e-08 1.3097e-07 0 -------------------------------------------------------------- Initialization seed trial #842 of 1000; initialization seed = 493577067 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 722132 Distortion: 0.00023544 Distortions/cluster: 1.3918e-06 2.45487e-06 8.55988e-06 5.74707e-06 1.88216e-06 3.90456e-06 0 4.22792e-06 4.33212e-06 3.3396e-06 2.07223e-06 3.13351e-06 3.66277e-06 3.1725e-06 1.08283e-34 2.70498e-06 6.61301e-06 1.82645e-06 2.678e-06 2.07335e-06 1.63881e-06 9.64317e-35 1.59192e-05 3.17625e-06 2.83231e-06 6.59134e-06 3.52775e-06 3.5302e-06 1.42559e-06 2.04287e-06 2.37044e-35 2.45348e-05 4.66229e-06 1.92068e-06 2.33261e-06 6.73468e-06 1.95322e-06 2.31309e-06 3.69608e-06 5.96445e-06 0 0 0 1.60551e-06 4.55407e-06 0 0 5.52233e-06 4.81569e-35 0 3.04936e-06 3.17282e-06 3.87191e-06 0 0 1.27749e-35 6.1792e-06 7.24487e-06 1.38118e-06 0 4.8907e-06 4.56695e-06 3.69064e-06 0 0 3.23598e-06 4.01221e-06 0 0 2.57201e-06 3.27861e-06 0 3.05331e-06 2.3192e-06 4.79645e-06 3.87008e-06 Variance: 4.02876e-08 Variances/cluster: 1.88059e-08 2.38316e-08 9.61687e-08 4.59618e-08 2.16321e-08 4.10981e-08 0 2.17915e-08 3.20791e-08 2.41979e-08 1.60624e-08 2.48671e-08 3.45433e-08 2.71128e-08 0 2.7884e-08 4.10615e-08 2.02919e-08 2.8187e-08 2.52825e-08 2.07419e-08 6.86694e-32 7.5794e-07 2.99618e-08 3.49641e-08 4.64029e-08 3.87631e-08 4.46713e-08 2.54541e-08 2.68774e-08 0 2.72576e-06 3.10718e-08 2.59529e-08 2.6206e-08 4.67536e-08 1.85999e-08 2.0468e-08 2.26734e-08 2.95172e-08 0 0 0 1.91111e-08 3.92464e-08 0 0 4.18322e-08 2.67973e-31 0 2.25859e-08 2.93754e-08 3.91071e-08 0 0 0 3.74466e-08 5.02966e-08 1.81713e-08 0 3.13405e-08 1.69132e-07 5.42693e-08 0 0 5.05576e-08 1.14597e-07 0 0 2.23633e-08 2.50249e-08 0 2.72588e-08 2.14722e-08 4.36004e-08 7.73757e-08 -------------------------------------------------------------- Initialization seed trial #843 of 1000; initialization seed = 493577068 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 498789 Distortion: 0.0358331 Distortions/cluster: 3.56288e-06 4.68679e-06 2.09605e-06 3.40026e-06 5.8886e-06 4.81569e-35 3.58874e-06 3.84806e-06 6.02708e-06 2.13121e-06 1.27749e-35 2.29544e-06 5.2913e-06 2.97315e-06 4.56695e-06 1.98602e-06 3.87686e-06 3.36735e-06 6.45786e-06 2.40382e-06 2.37044e-35 3.19129e-06 0 1.62079e-06 3.92975e-06 3.26166e-06 5.42391e-06 3.16307e-06 2.71389e-06 1.87123e-06 1.80407e-06 2.92749e-06 2.33476e-06 8.29035e-06 0 1.08283e-34 2.40419e-06 3.14579e-06 4.33037e-06 3.22605e-06 5.93882e-06 4.17868e-06 0 0 0 5.12529e-06 2.21619e-06 1.26908e-06 2.01001e-06 3.30439e-06 3.61803e-06 1.43252e-06 2.41313e-06 1.65084e-06 5.2346e-06 5.25522e-06 2.88868e-06 0 2.35581e-06 3.1535e-06 0 9.85484e-06 0 6.14838e-06 2.77757e-06 7.03111e-06 1.79364e-06 1.68671e-06 3.95292e-06 2.08433e-06 0 0.0356196 4.09609e-06 0 0 0 Variance: 6.13161e-06 Variances/cluster: 4.29125e-08 4.00449e-08 2.13864e-08 2.53729e-08 4.59899e-08 2.67973e-31 2.12327e-08 3.62912e-08 3.62959e-08 2.59872e-08 0 1.89689e-08 1.35629e-07 2.37831e-08 1.69132e-07 5.09191e-08 3.99644e-08 3.78319e-08 4.0355e-07 2.45263e-08 0 2.55279e-08 0 1.6046e-08 2.61961e-08 4.6591e-08 4.55645e-08 2.84936e-08 2.91791e-08 2.05605e-08 2.28343e-08 2.37987e-08 2.62309e-08 9.41992e-08 0 0 1.98673e-08 3.24279e-08 4.24509e-08 2.0678e-08 3.06025e-08 2.86117e-08 0 0 0 4.30659e-08 2.84102e-08 2.75857e-08 2.3101e-08 3.63001e-08 4.15728e-08 1.68516e-08 2.23411e-08 2.57914e-08 2.99021e-08 1.75159e-06 1.93854e-08 0 2.77129e-08 4.44009e-08 0 8.95767e-07 0 3.7487e-08 3.51563e-08 5.16839e-08 2.1351e-08 2.5947e-08 4.07493e-08 2.17098e-08 0 0.035575 4.76131e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #844 of 1000; initialization seed = 493577069 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 726762 Distortion: 0.000212456 Distortions/cluster: 3.06015e-06 4.56695e-06 3.30745e-06 6.4542e-06 2.77007e-06 2.54918e-06 1.8677e-06 2.77344e-06 4.67474e-06 3.66139e-06 3.86949e-06 3.72596e-06 3.91179e-06 3.09778e-06 9.64317e-35 2.60855e-06 2.88517e-06 6.47041e-06 4.79586e-06 3.3822e-06 0 2.6589e-06 1.70333e-06 2.0929e-06 3.44957e-06 2.60192e-06 2.47251e-06 2.05871e-06 3.41375e-06 1.90504e-06 2.1686e-06 8.55988e-06 2.37044e-35 2.38534e-06 0 3.12405e-06 6.10233e-06 3.21241e-06 1.27749e-35 2.99856e-06 3.44833e-06 0 0 2.95767e-06 6.68636e-06 2.53308e-06 0 9.85484e-06 0 1.82648e-06 3.81766e-06 2.67718e-06 3.00051e-06 5.25815e-06 2.26682e-06 0 3.66903e-06 2.2908e-06 3.08655e-06 3.92363e-06 6.86311e-06 0 5.25522e-06 0 4.81569e-35 5.71321e-06 0 2.81251e-06 0 1.08283e-34 2.22308e-06 0 0 5.04111e-06 5.9104e-06 0 Variance: 3.63546e-08 Variances/cluster: 3.92198e-08 1.69132e-07 3.9372e-08 4.67546e-08 4.0143e-08 2.83217e-08 3.66184e-08 2.80122e-08 4.13558e-08 3.32823e-08 4.16037e-08 4.0496e-08 3.91051e-08 3.47952e-08 6.86694e-32 3.4778e-08 2.15293e-08 3.02256e-08 3.26142e-08 2.26974e-08 0 2.12693e-08 1.68632e-08 1.77349e-08 5.22504e-08 2.73862e-08 2.09516e-08 2.31296e-08 2.08131e-08 5.01283e-08 2.81604e-08 9.61687e-08 0 2.87365e-08 0 2.23127e-08 3.8856e-08 2.07234e-08 0 2.06774e-08 2.29869e-08 0 0 3.11305e-08 4.51632e-08 2.38949e-08 0 8.95767e-07 0 2.46793e-08 2.32764e-08 2.73158e-08 2.23892e-08 1.34779e-07 2.57571e-08 0 3.56186e-08 2.36145e-08 2.96755e-08 3.11368e-08 3.2985e-08 0 1.75159e-06 0 2.67973e-31 4.6435e-08 0 2.38321e-08 0 0 1.30756e-07 0 0 4.06411e-08 3.93959e-07 0 -------------------------------------------------------------- Initialization seed trial #845 of 1000; initialization seed = 493577070 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 726732 Distortion: 0.000213102 Distortions/cluster: 0 3.84939e-06 6.55816e-06 6.4015e-06 4.45332e-06 3.53998e-06 2.37044e-35 1.90636e-06 2.12968e-06 2.00004e-06 1.89877e-06 2.63249e-06 8.14159e-06 1.51616e-06 1.81698e-06 5.82613e-06 2.64641e-06 9.64317e-35 1.61985e-06 1.62773e-06 0 5.25522e-06 5.0906e-06 5.42751e-06 1.72825e-06 1.51704e-06 1.08283e-34 5.34802e-06 8.00262e-06 9.85484e-06 2.22308e-06 2.02968e-06 1.76378e-06 1.32017e-06 2.53432e-06 1.93242e-06 0 6.69428e-06 4.84115e-06 9.08263e-06 1.58539e-06 4.3248e-06 0 3.6023e-06 1.57637e-06 5.13489e-06 3.22472e-06 3.08601e-06 5.9104e-06 4.81569e-35 3.43967e-06 1.03783e-06 5.02017e-06 0 3.2832e-06 3.79165e-06 2.66867e-06 0 0 2.74651e-06 0 1.27749e-35 0 1.65338e-06 3.03469e-06 0 1.34893e-06 5.79289e-06 0 0 2.12259e-06 2.76432e-06 1.62474e-06 3.3584e-06 3.86077e-06 3.89885e-06 Variance: 3.64651e-08 Variances/cluster: 0 2.19946e-08 4.25717e-08 5.11966e-08 2.51574e-08 5.28309e-08 0 2.11798e-08 2.76558e-08 3.38968e-08 3.06227e-08 3.50971e-08 4.15255e-08 2.65971e-08 3.18739e-08 3.30922e-08 2.36259e-08 6.86694e-32 3.2394e-08 3.32171e-08 0 1.75159e-06 2.67903e-08 1.42782e-07 3.92754e-08 1.94476e-08 0 4.31155e-08 9.09302e-08 8.95767e-07 1.30756e-07 2.02944e-08 1.89632e-08 3.00011e-08 2.78472e-08 3.06707e-08 0 3.02809e-08 1.72882e-07 4.16496e-08 3.30264e-08 4.07866e-08 0 1.99005e-08 2.31798e-08 2.44497e-08 2.01527e-08 2.73066e-08 3.93959e-07 2.67973e-31 2.79623e-08 2.41336e-08 3.06078e-08 0 4.00356e-08 4.35678e-08 2.4481e-08 0 0 4.16012e-08 0 0 0 1.99185e-08 3.65594e-08 0 2.01316e-08 4.04965e-08 0 0 3.07594e-08 1.93286e-08 2.28813e-08 2.22391e-08 4.19513e-08 2.30681e-08 -------------------------------------------------------------- Initialization seed trial #846 of 1000; initialization seed = 493577071 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 493786 Distortion: 0.0397606 Distortions/cluster: 3.77152e-06 2.24662e-06 2.45587e-06 2.55616e-06 0.0356196 2.89708e-06 1.96014e-06 6.08193e-06 5.8943e-06 2.85499e-06 1.85211e-06 2.90402e-06 1.59192e-05 2.14789e-06 1.6538e-06 2.51598e-06 5.07005e-06 3.1017e-06 3.47701e-06 7.76697e-06 2.13179e-06 2.4052e-06 2.06563e-06 1.57999e-06 1.87169e-06 2.37044e-35 4.67545e-06 2.53711e-06 1.65804e-06 2.1425e-06 1.65561e-06 3.65225e-06 3.03355e-06 2.53136e-06 5.57327e-06 2.13708e-06 2.87931e-06 3.7073e-06 4.78601e-06 2.94089e-06 3.32631e-06 5.62626e-06 2.64479e-06 0 0 3.2067e-06 3.05966e-06 0.00391362 5.46341e-06 2.45348e-05 2.14382e-06 2.46276e-06 4.81569e-35 2.92155e-06 2.24815e-06 1.99171e-06 0 1.76742e-06 0 0 3.24386e-06 2.14298e-06 1.88723e-06 0 0 2.20795e-06 0 2.25523e-06 6.91945e-06 1.83996e-06 1.98004e-06 1.85506e-06 4.27414e-06 1.50435e-06 0 4.81177e-06 Variance: 6.80366e-06 Variances/cluster: 2.46483e-08 2.99524e-08 3.50811e-08 1.111e-07 0.035575 3.62103e-08 2.68489e-08 2.99504e-08 4.53262e-08 1.0977e-07 2.0351e-08 2.76549e-08 7.5794e-07 3.2056e-08 2.43178e-08 2.54114e-08 4.02255e-08 4.49482e-08 5.26773e-08 9.03049e-08 2.6645e-08 2.26886e-08 2.06545e-08 2.22515e-08 4.92514e-08 0 4.21073e-08 3.84383e-08 3.25077e-08 2.0403e-08 2.26776e-08 2.11095e-08 3.93838e-08 1.97745e-08 3.8424e-08 2.51399e-08 2.66571e-08 2.66689e-08 4.08929e-08 2.14638e-08 3.5755e-08 4.13572e-08 2.81334e-08 0 0 3.72839e-08 2.9994e-08 0.00391989 2.88974e-08 2.72576e-06 1.70129e-08 3.67545e-08 2.67973e-31 2.33696e-08 2.10089e-08 2.80498e-08 0 1.74971e-08 0 0 2.92144e-08 2.89566e-08 2.7751e-08 0 0 2.69233e-08 0 3.26817e-08 4.40583e-08 1.99973e-08 1.85034e-08 2.50661e-08 1.64378e-07 3.58147e-08 0 4.71596e-08 -------------------------------------------------------------- Initialization seed trial #847 of 1000; initialization seed = 493577072 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 725956 Distortion: 0.000216416 Distortions/cluster: 1.85486e-06 2.95251e-06 4.17844e-06 2.02013e-06 1.98496e-06 5.6292e-06 7.32022e-06 1.5085e-06 2.37044e-35 1.84862e-06 9.64317e-35 0 6.23557e-06 1.90482e-06 1.27749e-35 2.09372e-06 0 5.24573e-06 4.81569e-35 2.87241e-06 1.75525e-06 2.85036e-06 1.99277e-06 2.88342e-06 5.04178e-06 1.81692e-06 2.65784e-06 3.70863e-06 8.23982e-06 2.99599e-06 5.11412e-06 9.85484e-06 0 5.88542e-06 0 2.89438e-06 0 5.25522e-06 1.84971e-06 2.19648e-06 7.1411e-06 2.97372e-06 0 2.35307e-06 5.54052e-06 3.49786e-06 2.93154e-06 3.4872e-06 0 6.58876e-06 0 0 1.86186e-06 0 1.08283e-34 2.32863e-06 3.60809e-06 5.49068e-06 4.96237e-06 2.74473e-06 3.14649e-06 4.65938e-06 3.14645e-06 2.29227e-06 5.72803e-06 2.86944e-06 0 3.69531e-06 3.50227e-06 1.70262e-06 2.13834e-06 0 0 0 6.45786e-06 6.92446e-06 Variance: 3.70321e-08 Variances/cluster: 1.97303e-08 3.04356e-08 1.16056e-07 2.65782e-08 2.2813e-08 3.99109e-08 5.19002e-08 1.7337e-08 0 2.53213e-08 6.86694e-32 0 2.92654e-08 1.7159e-08 0 1.61041e-07 0 7.82868e-08 2.67973e-31 2.78849e-08 3.90018e-08 2.5676e-08 2.58779e-08 3.6964e-08 1.32634e-07 2.24289e-08 2.58012e-08 3.6003e-08 3.71042e-08 2.47582e-08 2.92209e-08 8.95767e-07 0 4.59646e-08 0 2.12803e-08 0 1.75159e-06 2.31194e-08 2.71146e-08 4.37963e-08 4.30936e-08 0 2.10077e-08 4.19599e-08 4.37196e-08 3.75809e-08 2.35599e-08 0 4.98999e-08 0 0 2.09178e-08 0 0 1.72476e-08 2.18653e-08 3.0664e-08 3.06292e-08 2.51788e-08 3.11506e-08 4.15879e-08 2.71222e-08 3.6382e-08 5.40333e-08 2.37123e-08 0 4.01639e-08 3.39998e-08 1.97957e-08 1.90901e-08 0 0 0 4.0355e-07 4.8071e-08 -------------------------------------------------------------- Initialization seed trial #848 of 1000; initialization seed = 493577073 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 690603 Distortion: 0.000481958 Distortions/cluster: 2.90282e-06 9.64317e-35 2.08481e-06 1.62193e-06 9.31271e-06 1.20501e-06 1.7447e-06 7.0386e-06 5.9104e-06 1.9955e-06 4.90903e-06 9.02641e-06 1.58012e-06 9.85484e-06 5.37039e-06 5.25522e-06 2.37044e-35 9.65173e-06 1.8088e-06 2.02739e-06 1.34349e-06 0 5.18815e-06 0 4.27013e-06 2.21783e-06 2.88657e-06 8.62964e-06 2.75409e-06 1.28696e-06 1.96653e-06 2.4143e-06 1.42837e-06 1.08283e-34 2.68056e-06 1.02306e-05 0 4.21764e-06 4.78434e-06 2.16683e-06 2.07429e-06 0 0 0 0 1.44753e-06 8.12806e-06 1.20825e-06 3.38738e-06 0 0 9.73358e-07 2.19516e-06 1.65432e-06 3.20946e-06 0.000272219 2.07072e-06 3.80625e-06 2.22308e-06 1.58796e-06 2.23971e-06 2.06265e-06 0 2.33875e-06 0 0 2.09355e-06 6.93216e-06 4.16632e-06 1.35531e-06 6.00468e-06 0 1.50335e-06 2.85407e-06 1.27749e-35 2.45624e-06 Variance: 8.24705e-08 Variances/cluster: 1.93505e-07 6.86694e-32 3.86046e-08 2.38491e-08 4.54133e-08 2.61936e-08 3.23064e-08 3.07261e-08 3.93959e-07 3.02321e-08 2.78898e-08 5.18592e-08 2.72411e-08 8.95767e-07 3.31398e-08 1.75159e-06 0 4.77655e-08 1.96592e-08 2.41334e-08 2.13233e-08 0 2.36881e-08 0 2.45385e-08 2.609e-08 3.47749e-08 5.3919e-08 2.86859e-08 2.21869e-08 1.72488e-08 3.77205e-08 1.64166e-08 0 2.39315e-08 5.29911e-08 0 5.40676e-08 3.00871e-08 2.02484e-08 1.92047e-08 0 0 0 0 3.14652e-08 3.61131e-08 2.04771e-08 3.8933e-08 0 0 8.84795e-08 3.13567e-08 2.04219e-08 2.25999e-08 3.20226e-06 1.91717e-08 4.27632e-08 1.30756e-07 2.44273e-08 3.29342e-08 2.94638e-08 0 2.01595e-08 0 0 1.97488e-08 4.3584e-08 2.36702e-08 3.22665e-08 1.46407e-07 0 2.50532e-08 2.24703e-08 0 1.86057e-08 -------------------------------------------------------------- Initialization seed trial #849 of 1000; initialization seed = 493577074 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 497981 Distortion: 0.0358217 Distortions/cluster: 4.50123e-06 4.03206e-06 2.22308e-06 5.25522e-06 2.11911e-06 2.94379e-06 3.55042e-06 5.28952e-06 2.32908e-06 2.42791e-06 2.1869e-06 3.69679e-06 1.87327e-06 4.26205e-06 1.27749e-35 5.3908e-06 3.40935e-06 1.45584e-06 3.11896e-06 1.42157e-06 3.50989e-06 2.34979e-06 1.76687e-06 2.76298e-06 3.17514e-06 1.99409e-06 2.37044e-35 2.66295e-06 1.92636e-06 2.47083e-06 2.19104e-06 0.0356196 1.92396e-06 3.03137e-06 1.9963e-06 0 3.27565e-06 2.7376e-06 3.30678e-06 3.56193e-06 1.99879e-06 0 4.30172e-06 2.06261e-06 5.9104e-06 2.87038e-06 3.92704e-06 9.85484e-06 2.00021e-06 2.09372e-06 3.598e-06 2.90555e-06 2.43658e-06 2.55745e-06 1.65233e-06 2.08508e-06 2.29852e-06 1.08283e-34 4.44869e-06 0 2.58571e-06 1.96771e-06 0 2.87646e-06 2.61048e-06 3.37746e-06 2.41927e-06 2.93775e-06 2.64441e-06 2.88738e-06 2.08831e-06 2.17457e-06 4.81569e-35 3.79925e-06 2.18116e-06 4.43199e-06 Variance: 6.12965e-06 Variances/cluster: 4.20538e-08 1.1519e-07 1.30756e-07 1.75159e-06 2.40786e-08 2.08758e-08 3.62256e-08 5.45264e-08 2.21791e-08 2.55539e-08 2.45698e-08 3.93245e-08 1.80106e-08 3.98191e-08 0 7.92686e-08 3.30896e-08 1.96718e-08 3.08782e-08 2.36903e-08 2.65813e-08 2.09784e-08 1.59163e-08 2.2827e-08 6.47769e-08 2.88968e-08 0 2.25654e-08 2.1167e-08 2.60064e-08 1.97374e-08 0.035575 2.18606e-08 2.07604e-08 2.73443e-08 0 4.30876e-08 3.33749e-08 3.00518e-08 3.26675e-08 3.56894e-08 0 4.30135e-08 2.57804e-08 3.93959e-07 3.45716e-08 1.15463e-07 8.95767e-07 1.94178e-08 1.61041e-07 3.18303e-08 3.72478e-08 3.20577e-08 2.22367e-08 3.17727e-08 2.42431e-08 2.39405e-08 0 4.49227e-08 0 3.23106e-08 2.07102e-08 0 2.11486e-08 3.83767e-08 3.83677e-08 1.91989e-08 4.58885e-08 2.75435e-08 2.42616e-08 1.75473e-08 2.55806e-08 2.67973e-31 4.08496e-08 2.86969e-08 3.92085e-08 -------------------------------------------------------------- Initialization seed trial #850 of 1000; initialization seed = 493577075 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 29 BIC score: 723183 Distortion: 0.000228108 Distortions/cluster: 2.8752e-06 3.07225e-06 3.2176e-06 2.30372e-06 5.06359e-06 5.34307e-06 9.64317e-35 4.02943e-06 4.27414e-06 3.1976e-06 2.6242e-06 4.81569e-35 2.4138e-06 1.46808e-06 1.89277e-06 2.37044e-35 2.97724e-06 3.75085e-06 2.25608e-06 2.45279e-06 1.08283e-34 3.57941e-06 1.33334e-06 2.9638e-06 4.0961e-06 4.47246e-06 2.89325e-06 2.77972e-06 2.39564e-06 2.12431e-06 2.60172e-06 5.79998e-06 0 1.26501e-06 4.20017e-06 2.35367e-06 6.16089e-06 1.68302e-06 0 5.42464e-06 3.01758e-06 8.00262e-06 0 2.75265e-06 1.55308e-06 2.12231e-06 0 4.76913e-06 4.60071e-06 0 1.91549e-06 4.82855e-06 3.26597e-06 3.38226e-06 0 1.27749e-35 3.73797e-06 2.45348e-05 1.582e-06 2.73942e-06 1.87303e-06 0 1.59192e-05 0 4.44671e-06 0 2.17186e-06 1.87949e-06 2.50024e-06 1.83743e-06 1.659e-06 2.43111e-06 5.61324e-06 0 2.85499e-06 2.7779e-06 Variance: 3.90329e-08 Variances/cluster: 2.28171e-08 4.15031e-08 2.89849e-08 2.87939e-08 4.04966e-08 4.41536e-08 6.86694e-32 3.87319e-08 1.64378e-07 4.84338e-08 3.9757e-08 2.67973e-31 2.65227e-08 1.72696e-08 2.49025e-08 0 2.06729e-08 3.15094e-08 3.63861e-08 2.91973e-08 0 3.50813e-08 1.93219e-08 2.42908e-08 3.03384e-08 4.10182e-08 3.32528e-08 4.02824e-08 3.80231e-08 2.95017e-08 2.55049e-08 4.32694e-08 0 2.21908e-08 3.02072e-08 2.13951e-08 4.56215e-08 4.94963e-08 0 2.8244e-08 2.33893e-08 9.09302e-08 0 1.14655e-07 3.16928e-08 3.07554e-08 0 2.62017e-08 2.27738e-08 0 4.07515e-08 2.58189e-08 2.76753e-08 2.28511e-08 0 0 3.03799e-08 2.72576e-06 1.66511e-08 2.02902e-08 1.73414e-08 0 7.5794e-07 0 3.29279e-08 0 2.31029e-08 3.48031e-08 3.42472e-08 3.34049e-08 1.90669e-08 2.55876e-08 4.06623e-08 0 1.0977e-07 3.91218e-08 -------------------------------------------------------------- Initialization seed trial #851 of 1000; initialization seed = 493577076 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 594591 Distortion: 0.00414157 Distortions/cluster: 4.41425e-06 3.53998e-06 4.12595e-06 2.17741e-06 4.81569e-35 2.23223e-06 3.14496e-06 3.76033e-06 2.33074e-06 4.45554e-06 4.92321e-06 2.84737e-06 5.47437e-06 1.98602e-06 2.45348e-05 2.83425e-06 3.17259e-06 4.60134e-06 2.64022e-06 2.16585e-06 4.50234e-06 2.85499e-06 3.3573e-06 3.33647e-06 2.36805e-06 2.37044e-35 2.63077e-06 2.35215e-06 5.41465e-06 0 4.49537e-06 3.09185e-06 2.07177e-06 2.86699e-06 2.04092e-06 1.38844e-06 4.28768e-06 1.83289e-06 1.59192e-05 0.00391362 3.05557e-06 2.21723e-06 0 0 0 3.0404e-06 2.00739e-06 2.39198e-06 9.64317e-35 3.30293e-06 0 0 2.75265e-06 4.63082e-06 3.2684e-06 0 0 0 0 2.81818e-06 4.38017e-06 4.89025e-06 2.22043e-06 2.55245e-06 6.04424e-06 3.64494e-06 4.86392e-06 2.07186e-06 3.75766e-06 0 3.05563e-06 3.32765e-06 0 3.22903e-06 0 4.24672e-06 Variance: 7.08687e-07 Variances/cluster: 3.6171e-08 5.28309e-08 2.6783e-08 1.97923e-08 2.67973e-31 1.48804e-07 1.90587e-08 3.24138e-08 2.30746e-08 4.16268e-08 3.93728e-08 3.7962e-08 4.80058e-08 2.45166e-08 2.72576e-06 3.63336e-08 2.99276e-08 3.30922e-08 2.03076e-08 2.84955e-08 2.94244e-08 1.0977e-07 1.04906e-07 3.87834e-08 2.2988e-08 0 3.46123e-08 3.1783e-08 4.43682e-08 0 2.6441e-08 2.34208e-08 3.09191e-08 2.17177e-08 2.87427e-08 2.27589e-08 3.22277e-08 1.97062e-08 7.5794e-07 0.00391989 2.50433e-08 2.49098e-08 0 0 0 3.23342e-08 2.06927e-08 2.34488e-08 6.86694e-32 3.753e-08 0 0 1.14655e-07 2.8576e-08 2.31781e-08 0 0 0 0 4.08295e-08 3.15093e-08 7.40876e-08 1.91394e-08 3.64607e-08 4.19603e-08 4.14162e-08 3.92135e-08 2.5896e-08 2.23651e-08 0 2.77753e-08 3.91464e-08 0 4.67934e-08 0 2.55804e-08 -------------------------------------------------------------- Initialization seed trial #852 of 1000; initialization seed = 493577077 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 498984 Distortion: 0.0358305 Distortions/cluster: 1.50274e-06 4.04794e-06 3.8271e-06 3.19274e-06 7.06369e-06 3.30832e-06 1.04842e-06 2.01589e-06 5.51325e-06 1.69675e-06 4.09629e-06 1.87887e-06 2.33365e-06 3.09409e-06 2.85499e-06 5.69575e-06 2.37044e-35 2.24624e-06 1.70841e-06 1.14418e-05 3.10344e-06 1.08283e-34 7.76697e-06 3.99302e-06 2.75668e-06 1.25319e-06 4.08043e-06 0 3.20041e-06 6.44634e-06 2.43267e-06 1.19874e-06 1.81642e-06 2.22308e-06 4.3521e-06 5.9104e-06 2.3118e-06 2.55616e-06 0.0356196 5.25522e-06 4.41093e-06 2.02397e-06 2.04691e-06 0 0 0 4.21287e-06 2.2151e-06 0 1.82775e-06 5.41587e-06 1.71767e-06 4.81569e-35 9.85484e-06 6.47685e-06 1.56186e-06 4.27414e-06 6.71008e-06 2.21505e-06 0 0 2.42247e-06 0 0 2.26514e-06 1.27749e-35 1.76678e-06 3.71952e-06 1.98602e-06 6.71513e-06 1.19815e-06 1.33083e-06 2.34381e-06 0 0 3.05218e-06 Variance: 6.13117e-06 Variances/cluster: 2.34775e-08 2.93303e-08 3.38652e-08 2.72858e-08 4.33211e-08 2.25036e-08 2.43789e-08 1.75279e-08 2.87054e-08 2.14759e-08 4.26556e-08 1.82399e-08 2.56416e-08 3.86738e-08 1.0977e-07 3.07777e-08 0 2.41504e-08 1.96351e-08 4.05608e-08 3.87901e-08 0 9.03049e-08 3.91441e-08 2.27805e-08 1.84275e-08 4.20626e-08 0 2.23785e-08 2.77836e-08 2.61555e-08 2.35023e-08 3.42686e-08 1.30756e-07 4.1044e-08 3.93959e-07 2.33495e-08 1.111e-07 0.035575 1.75159e-06 3.26706e-08 2.73486e-08 2.20079e-08 0 0 0 4.8972e-08 1.83045e-08 0 1.66145e-08 4.07087e-08 2.56345e-08 2.67973e-31 8.95767e-07 4.2597e-08 2.69261e-08 1.64378e-07 4.53238e-08 1.90936e-08 0 0 2.32907e-08 0 0 2.00437e-08 0 1.9413e-08 4.22637e-08 5.09191e-08 4.30318e-08 1.59735e-08 1.77424e-08 2.52001e-08 0 0 3.50797e-08 -------------------------------------------------------------- Initialization seed trial #853 of 1000; initialization seed = 493577078 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 498205 Distortion: 0.0360923 Distortions/cluster: 1.53084e-06 2.68953e-06 2.87308e-06 3.76173e-06 4.00343e-06 2.38247e-06 2.69919e-06 2.79693e-06 1.7945e-06 3.97105e-06 9.23533e-07 2.55616e-06 2.45106e-06 0.000272287 2.37044e-35 1.3407e-06 1.96408e-06 3.95832e-06 0 2.36902e-06 1.33806e-06 5.25522e-06 3.00801e-06 2.04303e-06 3.70935e-06 0 1.08283e-34 3.34057e-06 4.68036e-06 3.38371e-06 4.75983e-06 2.18221e-06 2.10273e-06 2.08797e-06 0 3.20641e-06 2.2212e-06 9.85484e-06 3.66973e-06 2.74715e-06 6.45786e-06 2.87582e-06 4.36539e-06 3.51639e-06 2.85499e-06 1.87758e-06 2.88228e-06 4.27414e-06 4.0749e-06 1.27749e-35 3.85805e-06 4.6743e-06 1.93004e-06 0 0.0356196 4.82737e-06 0 1.30086e-06 3.87174e-06 3.0548e-06 2.70119e-06 0 5.57625e-06 0 3.07941e-06 0 3.16509e-06 3.57216e-06 0 2.56253e-06 0 3.56044e-06 5.13378e-06 2.84629e-06 4.15405e-06 3.7468e-06 Variance: 6.17596e-06 Variances/cluster: 2.31924e-08 4.20098e-08 2.12802e-08 3.18687e-08 3.57419e-08 5.06864e-08 2.64601e-08 3.58553e-08 1.86906e-08 3.85508e-08 1.96477e-08 1.111e-07 3.50035e-08 3.20307e-06 0 2.12785e-08 2.23165e-08 4.25589e-08 0 1.95769e-08 1.78387e-08 1.75159e-06 2.19543e-08 2.55356e-08 4.81691e-08 0 0 2.49275e-08 4.67892e-08 4.02788e-08 2.9379e-08 2.22648e-08 2.10255e-08 3.86536e-08 0 2.86262e-08 2.31355e-08 8.95767e-07 4.07617e-08 2.08099e-08 4.0355e-07 3.09201e-08 3.33127e-08 2.42488e-08 1.0977e-07 3.41348e-08 3.23822e-08 1.64378e-07 3.18248e-08 0 2.22989e-08 3.86191e-08 2.53922e-08 0 0.035575 3.42338e-08 0 1.83204e-08 4.11862e-08 2.46274e-08 1.90202e-08 0 4.09886e-08 0 4.05052e-08 0 4.11015e-08 2.44587e-08 0 1.69689e-08 0 2.87102e-08 4.00945e-08 2.84604e-08 4.07126e-08 3.53362e-08 -------------------------------------------------------------- Initialization seed trial #854 of 1000; initialization seed = 493577079 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 594725 Distortion: 0.00412229 Distortions/cluster: 3.07927e-06 6.45786e-06 3.7807e-06 2.23887e-06 4.27414e-06 4.97929e-06 1.85359e-06 3.75346e-06 3.37298e-06 4.64697e-06 2.86356e-06 4.00609e-06 2.15685e-06 9.64317e-35 4.48832e-06 1.82421e-06 2.59534e-06 1.97313e-06 2.4608e-06 2.34949e-06 2.96226e-06 2.35231e-06 1.8345e-06 2.21214e-06 6.14916e-06 2.37044e-35 3.18776e-06 2.28228e-06 3.01845e-06 5.66223e-06 4.37439e-06 0 0 5.25522e-06 0.00391362 3.67137e-06 0 2.97794e-06 9.85484e-06 4.22554e-06 1.85703e-06 2.85499e-06 2.42713e-06 0 2.14983e-06 4.81569e-35 1.10325e-06 0 3.07689e-06 5.44645e-06 3.00493e-06 2.01389e-06 1.43257e-06 0 1.70511e-06 5.37806e-06 3.78676e-06 2.44733e-06 2.17092e-06 2.95415e-06 4.6016e-06 0 3.28044e-06 1.48663e-06 2.95854e-06 4.37314e-06 1.85741e-06 0 0 0 1.27601e-06 4.09694e-06 5.32994e-06 1.65876e-06 7.76697e-06 2.99789e-06 Variance: 7.05389e-07 Variances/cluster: 3.31076e-08 4.0355e-07 3.97837e-08 5.74016e-08 1.64378e-07 3.55547e-08 2.40698e-08 3.79013e-08 2.37511e-08 4.14784e-08 4.03284e-08 3.28339e-08 3.21891e-08 6.86694e-32 4.57848e-08 2.49867e-08 1.67426e-08 2.12146e-08 1.11816e-07 3.72902e-08 2.07127e-08 3.92017e-08 4.95767e-08 3.35143e-08 3.16862e-08 0 2.18321e-08 2.21561e-08 2.76897e-08 3.14466e-08 2.83958e-08 0 0 1.75159e-06 0.00391989 2.18515e-08 0 2.5669e-08 8.95767e-07 3.91128e-08 2.08636e-08 1.0977e-07 3.37076e-08 0 2.68705e-08 2.67973e-31 2.50718e-08 0 2.56385e-08 2.8072e-08 3.90122e-08 1.86455e-08 3.1832e-08 0 2.70629e-08 4.371e-08 4.07054e-08 4.14773e-08 2.26118e-08 2.98374e-08 4.18188e-08 0 2.07598e-08 2.4368e-08 3.84202e-08 2.63419e-08 2.94801e-08 0 0 0 2.77365e-08 3.59263e-08 3.02811e-08 2.15404e-08 9.03049e-08 2.32367e-08 -------------------------------------------------------------- Initialization seed trial #855 of 1000; initialization seed = 493577080 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 499462 Distortion: 0.035858 Distortions/cluster: 2.07458e-06 9.50743e-07 4.57576e-06 0 5.24573e-06 1.49296e-06 5.48493e-06 2.37044e-35 0.0356196 2.66386e-06 2.70646e-06 3.2452e-06 3.84085e-06 5.94055e-06 2.24873e-06 1.09216e-06 0 4.68575e-06 4.26242e-06 3.63973e-06 1.95915e-06 0 5.58713e-06 4.67545e-06 0 1.47381e-06 1.32315e-06 4.83976e-06 0 2.60742e-06 2.09372e-06 5.14693e-06 2.85804e-06 0 7.63653e-06 3.25633e-06 3.28442e-06 1.27749e-35 0 2.19435e-06 0 5.0029e-06 1.61751e-06 3.08257e-06 4.81569e-35 6.04053e-06 1.08283e-34 2.88236e-06 5.83568e-06 6.92318e-06 0 5.96598e-06 3.08242e-06 2.32747e-06 0 0 7.4839e-06 2.72438e-06 0 0 1.36083e-06 2.45348e-05 1.59192e-05 3.37789e-06 7.50221e-06 3.66201e-06 3.0464e-06 3.40704e-06 3.98721e-06 0 0 0 3.69082e-06 2.28855e-06 0 9.6551e-06 Variance: 6.13587e-06 Variances/cluster: 2.84164e-08 1.79364e-08 3.49264e-08 0 7.82868e-08 2.04496e-08 2.57486e-08 0 0.035575 2.42148e-08 3.22169e-08 4.57029e-08 4.31519e-08 3.24592e-08 2.36685e-08 2.95143e-08 0 2.78889e-08 2.43546e-08 3.91345e-08 1.79717e-08 0 2.86494e-08 4.21073e-08 0 1.96485e-08 1.78783e-08 4.03181e-08 0 2.30724e-08 1.61041e-07 4.90032e-08 3.17532e-08 0 4.06064e-08 3.70005e-08 3.8188e-08 0 0 1.82847e-08 0 3.52288e-08 1.92539e-08 3.62627e-08 2.67973e-31 4.40773e-08 0 2.69349e-08 1.42286e-07 4.97922e-08 0 4.11314e-08 3.38698e-08 2.15487e-08 0 0 3.31038e-08 2.64478e-08 0 0 2.06161e-08 2.72576e-06 7.5794e-07 3.15662e-08 3.30385e-08 1.07697e-07 2.16038e-08 2.00396e-08 5.46146e-08 0 0 0 4.612e-08 2.43434e-08 0 4.23334e-08 -------------------------------------------------------------- Initialization seed trial #856 of 1000; initialization seed = 493577081 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 726484 Distortion: 0.000215635 Distortions/cluster: 9.85484e-06 6.75884e-06 1.58618e-06 1.62796e-06 1.35708e-06 3.22811e-06 4.82022e-06 5.25522e-06 3.4807e-06 1.76404e-06 4.18207e-06 4.10178e-06 1.95751e-06 5.75224e-06 1.77199e-06 3.01171e-06 2.16848e-06 2.95739e-06 4.66491e-06 0 6.03827e-06 3.26871e-06 4.74105e-06 9.64317e-35 3.64945e-06 2.71187e-06 1.34667e-06 2.25285e-06 2.37044e-35 3.66077e-06 0 0 4.79364e-06 2.37345e-06 0 0 5.0118e-06 0 4.56695e-06 0 5.25682e-06 0 5.3813e-06 4.81569e-35 4.57585e-06 1.08283e-34 0 0 2.55216e-06 0 2.27372e-06 1.9935e-06 1.27749e-35 2.62683e-06 8.55988e-06 3.62663e-06 7.95456e-06 4.6791e-06 8.45281e-06 4.46806e-06 3.55652e-06 4.28814e-06 0 2.39525e-06 0 4.01221e-06 0 3.10178e-06 5.65004e-06 0 6.18474e-06 1.92031e-06 2.16726e-06 2.09764e-06 3.14332e-06 0 Variance: 3.68986e-08 Variances/cluster: 8.95767e-07 2.82772e-08 2.00764e-08 1.82895e-08 2.88705e-08 5.37971e-08 3.08886e-08 1.75159e-06 3.16323e-08 1.7293e-08 3.11991e-08 2.45591e-08 1.97706e-08 4.7921e-08 2.68459e-08 2.19814e-08 1.83753e-08 2.57138e-08 3.15168e-08 0 4.64332e-08 3.67238e-08 3.4595e-08 6.86694e-32 2.36957e-08 2.24095e-08 2.69242e-07 2.29863e-08 0 3.85226e-08 0 0 2.34962e-08 1.82557e-08 0 0 2.66498e-08 0 1.69132e-07 0 3.78157e-08 0 4.17018e-08 2.67973e-31 4.1585e-08 0 0 0 2.68625e-08 0 2.4983e-08 2.62279e-08 0 1.93127e-08 9.61687e-08 2.70619e-08 4.18628e-08 2.65835e-08 5.09166e-08 3.4364e-07 6.83717e-08 4.24531e-08 0 2.75292e-08 0 1.14597e-07 0 2.19965e-08 4.03443e-08 0 4.75599e-08 1.28007e-07 2.96789e-08 2.7966e-08 3.57167e-08 0 -------------------------------------------------------------- Initialization seed trial #857 of 1000; initialization seed = 493577082 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 498560 Distortion: 0.035848 Distortions/cluster: 2.40452e-06 2.08859e-06 1.66417e-06 4.46064e-06 5.18311e-06 2.40421e-06 2.20232e-06 2.04887e-06 1.61172e-06 2.60047e-06 2.51034e-06 0.0356196 3.85454e-06 8.66831e-06 2.37044e-35 2.193e-06 2.07746e-06 1.74573e-06 1.63228e-06 3.24222e-06 4.31511e-06 3.54298e-06 2.48636e-06 1.99856e-06 1.49881e-06 0 4.56695e-06 0 3.64704e-06 3.6348e-06 2.06689e-06 2.9744e-06 2.764e-06 4.88944e-06 5.51705e-06 5.25817e-06 0 1.08283e-34 4.81569e-35 2.42393e-06 1.3689e-06 3.67731e-06 3.77087e-06 1.59192e-05 1.59281e-06 3.39756e-06 2.41858e-06 2.68989e-06 3.97475e-06 1.77786e-06 3.25464e-06 0 3.51494e-06 3.83229e-06 1.69431e-06 2.67741e-06 3.65362e-06 2.97546e-06 4.7494e-06 4.3463e-06 2.66806e-06 0 0 2.0452e-06 3.21133e-06 4.16681e-06 0 2.14597e-06 0 0 2.93567e-06 4.01221e-06 2.62036e-06 2.45348e-05 1.27749e-35 4.64761e-06 Variance: 6.13415e-06 Variances/cluster: 3.75581e-08 1.5942e-08 3.53966e-08 3.35357e-08 3.03079e-08 4.14394e-08 2.41985e-08 3.72488e-08 3.83714e-08 3.51302e-08 3.58503e-08 0.035575 3.50382e-08 9.63048e-08 0 2.8478e-08 3.05413e-08 2.77076e-08 4.94586e-08 2.81907e-08 2.46556e-08 3.43948e-08 2.43739e-08 1.92152e-08 3.2572e-08 0 1.69132e-07 0 3.50562e-08 3.95062e-08 2.02612e-08 3.54066e-08 3.58842e-08 3.0556e-08 2.71752e-08 2.69626e-08 0 0 2.67973e-31 3.78707e-08 1.92781e-08 5.74406e-08 3.16776e-08 7.5794e-07 1.8737e-08 8.28394e-08 2.49308e-08 2.42311e-08 2.40815e-08 2.19469e-08 3.74068e-08 0 3.69882e-08 4.21094e-08 3.32108e-08 3.07648e-08 2.87591e-08 2.32437e-08 2.55319e-08 4.17875e-08 3.37619e-08 0 0 2.35052e-08 3.73287e-08 2.95494e-08 0 1.95065e-08 0 0 3.45257e-08 1.14597e-07 2.75735e-08 2.72576e-06 0 2.52564e-08 -------------------------------------------------------------- Initialization seed trial #858 of 1000; initialization seed = 493577083 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 498146 Distortion: 0.0360927 Distortions/cluster: 3.11981e-06 2.05698e-06 5.75937e-06 3.83177e-06 2.61833e-06 2.46423e-06 2.55946e-06 2.07335e-06 2.39093e-06 1.46438e-06 1.15779e-06 3.29067e-06 3.55198e-06 0 1.53255e-06 4.62655e-06 2.61929e-06 3.56262e-06 3.65624e-06 3.43643e-06 1.72047e-06 2.85499e-06 6.57907e-06 3.13498e-06 4.51338e-06 2.84913e-06 2.52781e-06 6.17145e-06 6.45786e-06 4.90084e-06 1.54749e-06 2.29143e-06 2.18133e-06 1.87234e-06 3.4993e-06 3.16028e-06 1.68736e-06 3.42398e-06 4.11058e-06 4.39438e-06 6.42167e-06 2.74831e-06 2.37044e-35 2.84007e-06 0 1.6313e-06 2.50063e-06 9.85484e-06 2.28989e-06 0 1.63929e-06 3.95755e-06 1.60732e-06 2.4608e-06 2.03882e-06 3.097e-06 1.08283e-34 2.22709e-06 1.27749e-35 4.0744e-06 5.25522e-06 1.54822e-06 3.27731e-06 0 0 4.27414e-06 4.35977e-06 0 2.73076e-06 0 0 0.0356196 0 0.000272219 1.92015e-06 2.54774e-06 Variance: 6.17603e-06 Variances/cluster: 3.75851e-08 4.28407e-08 3.3089e-08 3.08987e-08 2.51735e-08 3.28455e-08 3.60368e-08 2.22915e-08 2.6862e-08 1.8303e-08 2.6923e-08 3.57564e-08 3.94537e-08 0 1.86875e-08 3.4016e-08 3.7406e-08 3.39266e-08 2.43728e-08 3.94957e-08 1.70329e-08 1.0977e-07 4.32689e-08 2.59065e-08 3.69832e-08 2.93699e-08 2.80837e-08 2.95188e-08 4.0355e-07 3.82845e-08 1.86428e-08 1.84771e-08 2.90818e-08 1.99167e-08 3.64481e-08 3.63218e-08 2.24954e-08 2.28245e-08 4.15185e-08 2.98911e-08 5.48813e-08 2.52109e-08 0 3.38002e-08 0 2.2655e-08 2.06646e-08 8.95767e-07 2.16008e-08 0 4.09697e-08 4.25507e-08 1.67415e-08 1.11816e-07 2.4562e-08 4.12809e-08 0 3.64975e-08 0 3.77136e-08 1.75159e-06 3.09616e-08 2.17022e-08 0 0 1.64378e-07 2.90556e-08 0 2.08436e-08 0 0 0.035575 0 3.20226e-06 1.97931e-08 3.48893e-08 -------------------------------------------------------------- Initialization seed trial #859 of 1000; initialization seed = 493577084 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 498518 Distortion: 0.0358761 Distortions/cluster: 3.22064e-06 4.35604e-05 3.32371e-06 2.62039e-06 2.86765e-06 3.68658e-06 2.25589e-06 4.76049e-06 2.80184e-06 4.06984e-06 2.17833e-06 1.08283e-34 2.16815e-06 4.23885e-06 2.10115e-06 2.37044e-35 5.81235e-06 0 2.72181e-06 0 3.50241e-06 9.89024e-07 0 0 5.11331e-06 5.92588e-06 1.77511e-06 3.1695e-05 2.42898e-06 2.25283e-06 5.02596e-06 1.84462e-06 2.35098e-06 0 5.25815e-06 2.29013e-06 2.82221e-06 0 1.9268e-06 1.57655e-06 3.27625e-06 3.88807e-06 0 3.86045e-06 4.44034e-06 5.50632e-06 2.02994e-06 2.32508e-06 0 2.8903e-06 2.24752e-06 3.2304e-06 3.02517e-06 2.2501e-06 3.43148e-06 3.06022e-06 1.27749e-35 3.09728e-06 3.56704e-06 1.61856e-06 2.77544e-06 2.70106e-06 3.4172e-06 3.23313e-06 0 5.3501e-06 0 2.65219e-06 2.67479e-06 0.0356196 4.39022e-06 2.31447e-06 1.6946e-06 2.41607e-06 4.81569e-35 0 Variance: 6.13896e-06 Variances/cluster: 3.15722e-08 2.7222e-06 2.70193e-08 2.54376e-08 2.12394e-08 3.83893e-08 5.01266e-08 4.7119e-08 2.17178e-08 4.78645e-08 2.47513e-08 0 2.77946e-08 2.23078e-08 3.62234e-08 0 2.96452e-08 0 2.07754e-08 0 4.02541e-08 1.97787e-08 0 0 1.7043e-07 4.85582e-08 2.95827e-08 3.10701e-07 3.32711e-08 2.71401e-08 2.90422e-08 2.07242e-08 2.32744e-08 0 1.34779e-07 2.43601e-08 3.61793e-08 0 1.94609e-08 2.58428e-08 3.72278e-08 3.37982e-08 0 6.12714e-08 4.14849e-08 4.51194e-08 2.30655e-08 3.14171e-08 0 2.80587e-08 4.40655e-08 3.43553e-08 4.25939e-08 2.08318e-08 2.45084e-08 2.33584e-08 0 3.73134e-08 2.78583e-08 3.6782e-08 2.04053e-08 3.46176e-08 2.64876e-08 2.2928e-08 0 4.0518e-08 0 2.03996e-08 3.22159e-08 0.035575 3.35102e-08 3.354e-08 2.64758e-08 1.80288e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #860 of 1000; initialization seed = 493577085 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 498694 Distortion: 0.0358737 Distortions/cluster: 2.93106e-06 1.2081e-06 2.15143e-06 2.31575e-06 3.3091e-06 2.92259e-06 4.35604e-05 4.28839e-06 2.87942e-06 3.6483e-06 2.8682e-06 1.40874e-06 2.58526e-06 5.04287e-06 2.55616e-06 1.45788e-06 4.07879e-06 0.0356196 2.4986e-06 1.27749e-35 2.59311e-06 2.59134e-06 2.42401e-06 4.83012e-06 3.83947e-06 3.39824e-06 2.12619e-06 2.9387e-06 5.24542e-06 4.09522e-06 2.37044e-35 1.88296e-06 4.64159e-06 3.10001e-05 0 2.39159e-06 5.36737e-06 0 4.83023e-06 2.43692e-06 2.58415e-06 1.66127e-06 0 0 3.51045e-06 4.79069e-06 2.85499e-06 2.47963e-06 4.81569e-35 3.31507e-06 2.43793e-06 4.07243e-06 0 0 1.5522e-06 0 4.22373e-06 3.01966e-06 4.09018e-06 4.04382e-06 4.81021e-06 2.48537e-06 1.08283e-34 3.28206e-06 0 2.97856e-06 2.48633e-06 3.55798e-06 3.12629e-06 0 0 2.5471e-06 2.72098e-06 0 3.16303e-06 0 Variance: 6.13855e-06 Variances/cluster: 2.71371e-08 2.80866e-08 2.21777e-08 2.20528e-08 3.63606e-08 2.80991e-08 2.7222e-06 3.27251e-08 2.79523e-08 3.14481e-08 3.33408e-08 3.80626e-08 2.13634e-08 3.2735e-08 1.111e-07 2.38971e-08 2.47178e-08 0.035575 1.81042e-08 0 1.99452e-08 2.81642e-08 2.55129e-08 5.4883e-08 2.42983e-08 3.23614e-08 2.91232e-08 3.06089e-08 3.03177e-08 3.4694e-08 0 3.0858e-08 4.37849e-08 3.09968e-07 0 2.71748e-08 6.79352e-08 0 3.89408e-08 1.981e-08 2.03453e-08 3.0754e-08 0 0 2.45461e-08 2.70637e-08 1.0977e-07 3.26161e-08 2.67973e-31 3.4885e-08 1.95017e-08 2.36748e-08 0 0 4.08343e-08 0 2.5904e-08 3.82206e-08 4.08992e-08 3.70871e-08 1.65857e-07 2.301e-08 0 3.03867e-08 0 4.07887e-08 3.8836e-08 3.86609e-08 2.62627e-08 0 0 4.71543e-08 3.67671e-08 0 2.22729e-08 0 -------------------------------------------------------------- Initialization seed trial #861 of 1000; initialization seed = 493577086 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 57 BIC score: 594876 Distortion: 0.00412439 Distortions/cluster: 2.95954e-06 2.90354e-06 3.47701e-06 3.38725e-06 9.64317e-35 2.91541e-06 2.37044e-35 4.5512e-06 3.70375e-06 2.61894e-06 3.52838e-06 3.46217e-06 4.31121e-06 3.48084e-06 5.15334e-06 3.75654e-06 0 1.82881e-06 2.88139e-06 0 0 2.42762e-06 3.61111e-06 4.76593e-06 4.81569e-35 2.74242e-06 2.02668e-06 2.96309e-06 9.85484e-06 2.88815e-06 2.66264e-06 2.93017e-06 3.53481e-06 4.97832e-06 6.45786e-06 0 4.13336e-06 0 2.1091e-06 4.01221e-06 0 4.31773e-06 2.4154e-06 4.04162e-06 3.19011e-06 3.96132e-06 0.00391362 5.45471e-06 3.28393e-06 3.06796e-06 2.63885e-06 3.21411e-06 0 4.05498e-06 2.98164e-06 1.79693e-06 4.17559e-06 0 0 0 0 2.76131e-06 0 1.44249e-06 3.33269e-06 2.91825e-06 2.60987e-06 2.09372e-06 2.73389e-06 5.06627e-06 5.25522e-06 7.3081e-06 3.54705e-06 4.11851e-06 0 1.97142e-06 Variance: 7.05748e-07 Variances/cluster: 8.70156e-08 2.61494e-08 5.26773e-08 2.6669e-08 6.86694e-32 3.78595e-08 0 2.51426e-08 4.46195e-08 3.58641e-08 3.5272e-08 2.47276e-08 4.26815e-08 2.4339e-08 2.99514e-08 3.00498e-08 0 2.0546e-08 3.74083e-08 0 0 2.02284e-08 2.79906e-08 2.80325e-08 2.67973e-31 3.11536e-08 9.21139e-08 3.36605e-08 8.95767e-07 3.79997e-08 3.20768e-08 3.61717e-08 2.15518e-08 2.98077e-08 4.0355e-07 0 4.13304e-08 0 2.51053e-08 1.14597e-07 0 2.49558e-08 1.90166e-08 3.88587e-08 5.06213e-08 2.58825e-08 0.00391989 3.20837e-08 4.05291e-08 2.71469e-08 2.42075e-08 3.96677e-08 0 2.93811e-08 3.7259e-08 2.01879e-08 3.90126e-08 0 0 0 0 2.73307e-08 0 1.69685e-08 4.32673e-08 2.94744e-08 2.80606e-08 1.61041e-07 3.10642e-08 4.36608e-08 1.75159e-06 9.02145e-08 1.97041e-08 3.99724e-08 0 2.07499e-08 -------------------------------------------------------------- Initialization seed trial #862 of 1000; initialization seed = 493577087 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 688901 Distortion: 0.000491814 Distortions/cluster: 2.90087e-06 2.87721e-06 2.80606e-06 4.27797e-06 0 1.59192e-05 2.38343e-06 3.41967e-06 2.88666e-06 3.68598e-06 3.23496e-06 3.12722e-06 0 2.0541e-06 3.91829e-06 3.09535e-06 2.22114e-06 2.65585e-06 3.51762e-06 4.62848e-06 2.08865e-06 4.37417e-06 3.2704e-06 3.35365e-06 2.85499e-06 2.50018e-06 2.37044e-35 1.81738e-06 4.31497e-06 3.33408e-06 4.53256e-06 2.04299e-06 2.7687e-06 0 3.83051e-06 1.63848e-06 0 2.45348e-05 4.6106e-06 0 0 2.52387e-06 9.64317e-35 3.02068e-06 2.83691e-06 3.26586e-06 1.27749e-35 2.96329e-06 0 3.72213e-06 2.64313e-06 0 3.49934e-06 1.96669e-06 2.76975e-06 2.68167e-06 2.75265e-06 2.24142e-06 2.42039e-06 4.49502e-06 2.59706e-06 3.23142e-06 5.88542e-06 2.07909e-06 2.26812e-06 2.99596e-06 2.50394e-06 2.70012e-06 2.6772e-06 0.000272435 1.08283e-34 4.27414e-06 2.88675e-06 0 0 0 Variance: 8.41571e-08 Variances/cluster: 3.37206e-08 2.63933e-08 4.18674e-08 2.50091e-08 0 7.5794e-07 2.0545e-08 4.02279e-08 3.69963e-08 3.12344e-08 3.51509e-08 2.01738e-08 0 2.09584e-08 2.56076e-08 2.69137e-08 2.01899e-08 3.53997e-08 3.62523e-08 4.32529e-08 2.27001e-08 3.76971e-08 2.40449e-08 4.8589e-08 1.0977e-07 2.2321e-08 0 2.06502e-08 3.5658e-08 2.29909e-08 3.12489e-08 2.43192e-08 2.08155e-08 0 3.03983e-08 2.73055e-08 0 2.72576e-06 3.81008e-08 0 0 2.17553e-08 6.86694e-32 3.17862e-08 2.62654e-08 3.88762e-08 0 4.11542e-08 0 3.07513e-08 2.64289e-08 0 3.15228e-08 2.89194e-08 2.97796e-08 3.62355e-08 1.14655e-07 3.24738e-08 3.66605e-08 4.23923e-08 2.88536e-08 2.12569e-08 5.44899e-08 2.73534e-08 4.1225e-08 2.65106e-08 3.6277e-08 3.91296e-08 1.74965e-08 3.16754e-06 0 1.64378e-07 2.5314e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #863 of 1000; initialization seed = 493577088 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 68 BIC score: 726835 Distortion: 0.000209415 Distortions/cluster: 3.15318e-06 3.79896e-06 5.52895e-06 5.43495e-06 2.80569e-06 2.60114e-06 2.79223e-06 4.56695e-06 2.96855e-06 3.42377e-06 2.37044e-35 2.41815e-06 2.69494e-06 2.33616e-06 2.40691e-06 3.31934e-06 2.68045e-06 2.81915e-06 4.84002e-06 2.43474e-06 3.30102e-06 3.54944e-06 4.81569e-35 1.96156e-06 6.45786e-06 2.8056e-06 8.29035e-06 2.18834e-06 5.03585e-06 2.25273e-06 1.27749e-35 1.85543e-06 2.26337e-06 2.76961e-06 3.24635e-06 1.08283e-34 2.1078e-06 3.8361e-06 3.57425e-06 2.2995e-06 2.83332e-06 2.90916e-06 9.64317e-35 2.95743e-06 2.02771e-06 0 1.8097e-06 5.40869e-06 2.18222e-06 2.12792e-06 2.36411e-06 4.80933e-06 3.32936e-06 3.23387e-06 3.8735e-06 3.01134e-06 0 4.12546e-06 2.96784e-06 2.25988e-06 2.97347e-06 0 9.85484e-06 2.3008e-06 1.74836e-06 5.25522e-06 0 0 0 0 0 0 5.23539e-06 2.21563e-06 2.94025e-06 3.84051e-06 Variance: 3.58341e-08 Variances/cluster: 3.79776e-08 3.06341e-08 4.80634e-08 4.24468e-08 3.42127e-08 3.37699e-08 2.60925e-08 1.69132e-07 2.88183e-08 2.78326e-08 0 2.23876e-08 5.08434e-08 3.70788e-08 2.935e-08 2.83611e-08 2.23298e-08 3.96932e-08 2.53382e-08 1.85836e-08 2.77305e-08 2.53505e-08 2.67973e-31 2.58077e-08 4.0355e-07 3.42041e-08 9.41992e-08 2.16648e-08 4.84066e-08 3.17258e-08 0 2.65037e-08 2.75928e-08 2.13029e-08 1.88725e-08 0 2.88645e-08 3.9131e-08 2.26198e-08 3.53739e-08 3.72776e-08 3.72846e-08 6.86694e-32 6.15926e-08 3.62068e-08 0 2.18011e-08 3.03832e-08 3.51939e-08 3.54631e-08 2.12961e-08 1.29939e-07 3.16979e-08 2.29332e-08 2.37617e-08 2.8677e-08 0 5.50013e-08 3.26027e-08 2.13173e-08 3.53956e-08 0 8.95767e-07 2.9495e-08 2.77493e-08 1.75159e-06 0 0 0 0 0 0 4.6316e-08 2.73507e-08 2.42975e-08 2.21975e-08 -------------------------------------------------------------- Initialization seed trial #864 of 1000; initialization seed = 493577089 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 727076 Distortion: 0.000208809 Distortions/cluster: 1.50567e-06 1.93167e-06 4.1705e-06 2.34728e-06 2.4249e-06 1.5576e-06 6.3841e-06 3.88311e-06 5.25522e-06 3.4882e-06 1.54444e-06 3.94508e-06 3.64807e-06 3.75991e-06 5.28188e-06 3.45643e-06 2.37715e-06 0 2.94336e-06 2.89142e-06 1.65824e-06 4.08414e-06 2.37044e-35 2.53242e-06 3.06321e-06 5.4949e-06 2.67641e-06 5.58964e-06 5.10735e-06 4.81569e-35 4.47319e-06 0 2.0496e-06 3.46593e-06 1.76627e-06 0 1.27749e-35 1.63434e-06 1.81148e-06 2.57987e-06 6.79205e-06 1.84093e-06 1.74363e-06 1.08283e-34 4.57692e-06 0 0 2.82046e-06 3.91519e-06 3.70626e-06 5.2913e-06 2.39186e-06 2.57087e-06 3.3287e-06 5.78476e-06 0 2.25287e-06 4.56695e-06 2.43714e-06 2.67324e-06 0 3.31588e-06 2.82614e-06 9.64317e-35 0 2.2472e-06 4.78925e-06 0 2.57299e-06 4.90044e-06 4.11115e-06 0 9.85484e-06 2.56e-06 1.72337e-06 2.43192e-06 Variance: 3.57305e-08 Variances/cluster: 1.93016e-08 2.03315e-08 2.34278e-08 1.8776e-08 2.787e-08 1.97147e-08 4.90938e-08 3.46594e-08 1.75159e-06 2.08856e-08 1.81678e-08 6.80118e-08 4.34154e-08 2.70409e-08 4.32798e-08 2.21547e-08 2.93447e-08 0 4.67044e-08 9.63715e-08 1.59432e-08 2.44538e-08 0 2.75239e-08 3.60346e-08 3.59114e-08 3.7169e-08 3.99189e-07 4.90939e-08 2.67973e-31 2.9227e-08 0 2.35566e-08 4.07722e-08 1.63529e-08 0 0 2.01753e-08 2.78664e-08 3.35019e-08 4.81551e-08 2.33001e-08 2.02724e-08 0 2.5561e-08 0 0 2.58733e-08 5.4373e-08 3.70596e-08 1.35629e-07 1.96037e-08 2.95476e-08 2.91966e-08 4.28362e-08 0 1.4079e-07 1.69132e-07 2.76923e-08 2.54564e-08 0 3.60302e-08 3.62297e-08 6.86694e-32 0 2.44239e-08 3.71142e-08 0 2.29709e-08 4.01544e-08 4.19479e-08 0 8.95767e-07 2.24542e-08 1.8936e-08 2.53295e-08 -------------------------------------------------------------- Initialization seed trial #865 of 1000; initialization seed = 493577090 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 722284 Distortion: 0.000234517 Distortions/cluster: 1.62106e-06 3.10594e-06 8.90291e-06 1.76416e-06 9.64317e-35 4.36883e-06 6.12171e-06 1.82806e-06 3.65639e-06 1.64845e-06 3.06656e-06 2.37044e-35 5.52652e-06 3.04847e-06 4.56695e-06 1.19518e-06 7.76422e-06 1.74979e-06 3.67464e-06 5.02325e-06 3.19195e-06 2.57904e-06 1.30373e-06 2.12778e-06 1.46526e-06 0 1.08283e-34 0 2.45538e-06 1.97021e-06 1.9823e-06 3.60445e-06 0 3.906e-06 2.39413e-06 2.72386e-06 5.4505e-06 3.26656e-06 2.45348e-05 6.06706e-06 1.26695e-06 1.59192e-05 1.68232e-06 3.73109e-06 5.6096e-06 3.2585e-06 3.65951e-06 4.25897e-06 0 4.53631e-06 0 0 0 4.81569e-35 1.60385e-06 3.70985e-06 4.29211e-06 0 4.99272e-06 6.78815e-06 0 0 3.84759e-06 1.6479e-06 0 1.27749e-35 2.86149e-06 7.6922e-06 3.12469e-06 0 0 1.75428e-06 3.17735e-06 3.09927e-06 1.30689e-06 3.04048e-06 Variance: 4.01296e-08 Variances/cluster: 2.00109e-08 2.72427e-08 9.89109e-08 1.8766e-08 6.86694e-32 4.15952e-08 2.80788e-08 2.76953e-08 3.97409e-08 1.79158e-08 2.83916e-08 0 3.03628e-08 3.67253e-08 1.69132e-07 2.7161e-08 3.08003e-08 3.72261e-08 2.40149e-08 2.85387e-08 4.91025e-08 2.93048e-08 2.24756e-08 2.72767e-08 2.21982e-08 0 0 0 3.71999e-08 2.52562e-08 2.04343e-08 2.50287e-08 0 3.71878e-08 2.81636e-08 3.32149e-08 4.90889e-08 3.08141e-08 2.72576e-06 3.29624e-08 1.68907e-08 7.5794e-07 2.30434e-08 3.84525e-08 4.41559e-08 4.17618e-08 4.25488e-08 1.18266e-07 0 2.7658e-08 0 0 0 2.67973e-31 2.46725e-08 3.94535e-08 4.61373e-08 0 3.99287e-08 5.56221e-08 0 0 5.41867e-08 2.28848e-08 0 0 3.66829e-08 3.59332e-08 2.14001e-08 0 0 1.8861e-08 2.42524e-08 1.92484e-08 2.01042e-08 2.47167e-08 -------------------------------------------------------------- Initialization seed trial #866 of 1000; initialization seed = 493577091 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 594498 Distortion: 0.00413955 Distortions/cluster: 2.81389e-06 2.15271e-06 3.50808e-06 3.26466e-06 2.33682e-06 3.37137e-06 3.53217e-06 1.69744e-06 3.60586e-06 2.69781e-06 0.00391362 2.2892e-06 2.35483e-06 1.86785e-06 4.3047e-06 5.61153e-06 2.37044e-35 4.25897e-06 1.94752e-06 2.33404e-06 1.90526e-06 1.58594e-06 4.58315e-06 1.75805e-06 1.37642e-06 8.11157e-06 4.55023e-06 2.85603e-06 2.62868e-06 9.64317e-35 4.30544e-06 1.90504e-06 0 1.97566e-06 2.58891e-06 5.51423e-06 4.56695e-06 4.94317e-06 2.91519e-06 4.4781e-06 2.4905e-06 2.72198e-06 0 1.21286e-06 2.02498e-06 4.81569e-35 1.9851e-06 0 4.57577e-06 2.62935e-06 3.19407e-06 4.44009e-06 2.68291e-06 5.44164e-06 0 0 8.66831e-06 0 0 3.13072e-06 5.62532e-06 5.23309e-06 1.76258e-06 4.2754e-06 2.44262e-06 4.77299e-06 2.45348e-05 4.17153e-06 2.44955e-06 0 1.9241e-06 2.10822e-06 2.23203e-06 0 2.69779e-06 0 Variance: 7.08341e-07 Variances/cluster: 3.51708e-08 1.77894e-08 2.11312e-08 3.16852e-08 2.95702e-08 2.37392e-08 4.05961e-08 2.69411e-08 7.35643e-08 2.5448e-08 0.00391989 2.13925e-08 2.58688e-08 1.94547e-08 4.22003e-08 2.4938e-08 0 1.18266e-07 3.41558e-08 4.09358e-08 1.92429e-08 2.83112e-08 2.95657e-08 3.25456e-08 2.05418e-08 5.79334e-07 4.50383e-08 3.13746e-08 3.28484e-08 6.86694e-32 2.47414e-08 5.01283e-08 0 1.84625e-08 3.4982e-08 3.53447e-08 1.69132e-07 4.11894e-08 2.62543e-08 3.61108e-08 4.69754e-08 2.9577e-08 0 2.75625e-08 3.31934e-08 2.67973e-31 3.48148e-08 0 3.84485e-08 2.03807e-08 6.38602e-07 3.04087e-08 2.25381e-08 2.73425e-08 0 0 9.63048e-08 0 0 3.09872e-08 3.42978e-08 2.64275e-08 2.17576e-08 4.19024e-08 3.75662e-08 3.69966e-08 2.72576e-06 4.17117e-08 3.65483e-08 0 3.31632e-08 2.04658e-08 3.91458e-08 0 3.03096e-08 0 -------------------------------------------------------------- Initialization seed trial #867 of 1000; initialization seed = 493577092 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 594890 Distortion: 0.00413004 Distortions/cluster: 1.91949e-06 2.67843e-06 5.25522e-06 1.6734e-06 5.54074e-06 8.39942e-06 6.68401e-06 0.00391362 1.86107e-06 6.45786e-06 1.25926e-06 2.95015e-06 2.82554e-06 2.26443e-06 2.90822e-06 9.64317e-35 1.96881e-06 5.34665e-06 3.47347e-06 3.33671e-06 2.37044e-35 0 2.01726e-06 1.32052e-06 3.52022e-06 9.85484e-06 1.32439e-06 3.86881e-06 0 4.55041e-06 4.46434e-06 0 2.93602e-06 2.23562e-06 4.1649e-06 2.69258e-06 4.11848e-06 2.04328e-06 3.86372e-06 6.27656e-06 0 2.2968e-06 2.85866e-06 1.41556e-06 2.13876e-06 0 4.56695e-06 1.73325e-06 0 0 3.79662e-06 0 1.87291e-06 1.44404e-06 3.01884e-06 9.17054e-06 6.68638e-06 9.97702e-06 0 3.40242e-06 2.19652e-06 0 4.81569e-35 2.29664e-06 1.41037e-06 3.39985e-06 6.26536e-06 2.07239e-06 3.28294e-06 1.8968e-06 0 0 3.89903e-06 0 6.21046e-06 3.05856e-06 Variance: 7.06715e-07 Variances/cluster: 2.31237e-08 3.71976e-08 1.75159e-06 2.17305e-08 1.38473e-07 9.43662e-08 4.64019e-08 0.00391989 3.38345e-08 4.0355e-07 2.03087e-08 1.85528e-08 2.26024e-08 1.88686e-08 3.54545e-08 6.86694e-32 2.59027e-08 4.11149e-08 4.3404e-08 2.92664e-08 0 0 2.26631e-08 2.87044e-08 2.12043e-08 8.95767e-07 2.10202e-08 3.98821e-08 0 3.85501e-08 4.17191e-08 0 3.02656e-08 1.8474e-08 4.08189e-08 4.80774e-08 2.57383e-08 2.65337e-08 2.61039e-08 4.0481e-08 0 2.44319e-08 3.44387e-08 2.77536e-08 2.03674e-08 0 1.69132e-07 2.54866e-08 0 0 4.2655e-08 0 3.12123e-08 1.92521e-08 2.14083e-08 3.12886e-08 3.51801e-08 4.5751e-08 0 2.95837e-08 2.05258e-08 0 2.67973e-31 2.08761e-08 2.3902e-08 2.51819e-08 4.93188e-08 2.09308e-08 4.89844e-08 1.89664e-08 0 0 3.67802e-08 0 5.4473e-08 3.72966e-08 -------------------------------------------------------------- Initialization seed trial #868 of 1000; initialization seed = 493577093 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 66 BIC score: 690750 Distortion: 0.000471888 Distortions/cluster: 1.27749e-35 3.76513e-06 2.70665e-06 6.45786e-06 2.61187e-06 2.898e-06 3.42397e-06 2.60781e-06 3.32602e-06 2.92165e-06 3.28686e-06 3.47701e-06 4.27414e-06 9.85484e-06 2.02074e-06 2.66269e-06 2.90576e-06 2.25079e-06 3.15731e-06 3.09581e-06 2.37044e-35 2.17953e-06 3.46145e-06 2.80667e-06 0.000272165 1.54207e-06 3.26773e-06 5.25522e-06 2.48989e-06 3.91481e-06 3.78818e-06 4.20798e-06 3.65791e-06 5.25315e-06 2.7992e-06 3.37134e-06 2.41588e-06 3.99189e-06 3.91955e-06 2.0843e-06 2.53484e-06 3.35962e-06 0 2.4608e-06 0 3.71716e-06 0 2.98593e-06 0 2.01293e-06 2.85499e-06 2.91053e-06 0 3.10288e-06 2.70914e-06 0 2.8231e-06 3.1952e-06 3.91059e-06 2.07101e-06 9.64317e-35 2.09727e-06 0 2.12217e-06 4.22842e-06 3.65511e-06 3.1087e-06 5.08514e-06 0 3.16057e-06 1.80312e-06 2.46835e-06 0 3.2334e-06 1.08283e-34 0 Variance: 8.07474e-08 Variances/cluster: 0 3.962e-08 3.34054e-08 4.0355e-07 3.78418e-08 3.66808e-08 3.45826e-08 1.88955e-08 4.10595e-08 2.80903e-08 4.1592e-08 5.26773e-08 1.64378e-07 8.95767e-07 2.24507e-08 3.59795e-08 2.76712e-08 3.75013e-08 2.39169e-08 2.73941e-08 0 2.79395e-08 2.06015e-08 2.50568e-08 3.23975e-06 2.20277e-08 3.88982e-08 1.75159e-06 2.02413e-08 3.26128e-08 3.94472e-08 4.33773e-08 3.048e-08 3.12584e-08 2.79896e-08 3.4753e-08 3.09627e-08 2.66039e-08 3.08598e-08 2.93534e-08 1.68975e-08 2.66549e-08 0 1.11816e-07 0 3.07176e-08 0 3.686e-08 0 2.64829e-08 1.0977e-07 2.23867e-08 0 3.26511e-08 2.29566e-08 0 4.15128e-08 3.29298e-08 2.26026e-08 2.55658e-08 6.86694e-32 2.72349e-08 0 3.78925e-08 4.59469e-08 2.32782e-08 3.74418e-08 4.03452e-08 0 2.13529e-08 2.09646e-08 2.03978e-08 0 4.09156e-08 0 0 -------------------------------------------------------------- Initialization seed trial #869 of 1000; initialization seed = 493577094 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 723528 Distortion: 0.000230388 Distortions/cluster: 5.16455e-06 4.75101e-06 2.45348e-05 2.18227e-06 1.18084e-06 4.53577e-06 2.79994e-06 1.75536e-06 2.84618e-06 2.43421e-06 2.15267e-06 9.64317e-35 1.01136e-05 5.26905e-06 2.75265e-06 6.37306e-06 5.43454e-06 2.85499e-06 2.44418e-06 2.85998e-06 1.78111e-06 1.50431e-06 3.67157e-06 2.78375e-06 1.54871e-06 2.5504e-06 3.41577e-06 2.37044e-35 5.17297e-06 1.34667e-06 3.47632e-06 4.28901e-06 0 2.79192e-06 3.85893e-06 3.09967e-06 2.21357e-06 1.27749e-35 1.08283e-34 0 3.43583e-06 1.42826e-05 2.17827e-06 0 4.08832e-06 6.09138e-06 1.85303e-06 0 0 0 0 5.52326e-06 2.90365e-06 0 0 5.12401e-06 2.02161e-06 2.96624e-06 4.63652e-06 0 2.8558e-06 0 8.83142e-06 3.07862e-06 3.4446e-06 4.81569e-35 0 2.78999e-06 3.32192e-06 4.57395e-06 2.25418e-06 2.64518e-06 0 3.51958e-06 2.0232e-06 0 Variance: 3.94229e-08 Variances/cluster: 4.03348e-08 2.66888e-08 2.72576e-06 2.90943e-08 3.37355e-08 2.73215e-08 2.13714e-08 5.01492e-08 2.58719e-08 3.68792e-08 3.64838e-08 6.86694e-32 4.43432e-08 3.90174e-08 1.14655e-07 3.53944e-08 3.00225e-08 1.0977e-07 2.28402e-08 4.08446e-08 1.48415e-07 3.13379e-08 2.32358e-08 4.15447e-08 4.30159e-08 3.22807e-08 2.23233e-08 0 7.60658e-08 2.69242e-07 2.33282e-08 4.0071e-08 0 2.60905e-08 3.29794e-08 2.44047e-08 3.56996e-08 0 0 0 4.04092e-08 7.14025e-07 2.98367e-08 0 2.41891e-08 2.80684e-08 2.89512e-08 0 0 0 0 3.75611e-08 4.6829e-08 0 0 4.30448e-08 3.1099e-08 2.64811e-08 3.05005e-08 0 3.28223e-08 0 3.10864e-08 2.1084e-08 1.935e-08 2.67973e-31 0 2.36419e-08 3.45929e-08 4.01093e-08 2.06782e-08 2.84404e-08 0 1.06645e-07 2.66186e-08 0 -------------------------------------------------------------- Initialization seed trial #870 of 1000; initialization seed = 493577095 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 498601 Distortion: 0.0358292 Distortions/cluster: 3.25394e-06 2.33373e-06 3.31152e-06 2.83901e-06 2.27844e-06 3.06048e-06 0.0356196 2.6125e-06 3.92979e-06 1.20803e-06 3.25496e-06 2.58044e-06 2.57319e-06 3.39109e-06 3.46224e-06 1.92421e-06 9.81578e-07 2.76191e-06 1.7688e-06 2.97575e-06 4.68487e-06 6.13945e-06 4.89025e-06 5.19131e-06 6.27348e-06 2.85499e-06 5.05717e-06 2.37044e-35 0 4.17544e-06 0 2.20769e-06 6.91992e-06 2.8438e-06 5.06846e-06 1.27749e-35 0 4.12115e-06 1.45598e-06 2.75265e-06 4.09384e-06 2.23436e-06 1.05816e-06 5.25522e-06 2.63022e-06 1.4002e-06 6.13272e-06 2.79797e-06 4.55849e-06 0 2.04682e-06 2.73127e-06 0 1.55127e-06 4.81569e-35 4.00576e-06 1.48728e-06 0 0 3.86153e-06 4.41189e-06 4.7128e-06 0 0 1.08283e-34 4.76695e-06 6.45786e-06 1.59184e-06 1.93489e-06 1.23429e-06 3.06994e-06 3.66201e-06 2.30136e-06 1.53888e-06 3.17351e-06 9.85484e-06 Variance: 6.13095e-06 Variances/cluster: 3.4249e-08 2.48239e-08 2.3816e-08 3.50463e-08 2.44972e-08 2.78201e-08 0.035575 2.93442e-08 3.92943e-08 2.08262e-08 3.69852e-08 2.01573e-08 2.38238e-08 3.49491e-08 2.04849e-08 1.48005e-07 1.88747e-08 2.24519e-08 3.15823e-08 3.06676e-08 3.96892e-08 5.48118e-08 7.40876e-08 3.76151e-08 3.10543e-08 1.0977e-07 4.07704e-08 0 0 2.47045e-08 0 1.95354e-08 3.95297e-08 3.05758e-08 4.02128e-08 0 0 4.57767e-08 1.75399e-08 1.14655e-07 2.92322e-08 2.51029e-08 1.73453e-08 1.75159e-06 4.17355e-08 2.50008e-08 4.00797e-08 2.63936e-08 4.34104e-08 0 2.13191e-08 2.55229e-08 0 2.09613e-08 2.67973e-31 4.00447e-08 1.59909e-08 0 0 3.89925e-08 4.24194e-08 5.29361e-08 0 0 0 3.21986e-08 4.0355e-07 2.24182e-08 1.58584e-08 2.80495e-08 2.98025e-08 1.07697e-07 2.58557e-08 1.78919e-08 2.25051e-08 8.95767e-07 -------------------------------------------------------------- Initialization seed trial #871 of 1000; initialization seed = 493577096 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 32 BIC score: 722838 Distortion: 0.000231594 Distortions/cluster: 1.59192e-05 4.56695e-06 2.85873e-06 2.75915e-06 4.14164e-06 1.83115e-06 2.27627e-06 3.27352e-06 3.5444e-06 2.4506e-06 3.13402e-06 8.55988e-06 2.36703e-06 3.25045e-06 4.20531e-06 2.6638e-06 2.45348e-05 3.98573e-06 2.55169e-06 9.64317e-35 1.08283e-34 4.81569e-35 2.59347e-06 3.00928e-06 3.99076e-06 1.93883e-06 3.29914e-06 2.37044e-35 1.62122e-06 0 3.56052e-06 1.86334e-06 2.18389e-06 0 5.02915e-06 4.1593e-06 3.58179e-06 1.9125e-06 1.27749e-35 2.05605e-06 2.45626e-06 2.64994e-06 3.3188e-06 5.75445e-06 2.90093e-06 3.70682e-06 2.76902e-06 4.93804e-06 0 4.20559e-06 4.29054e-06 0 3.38294e-06 0 0 0 0 0 2.95949e-06 4.50937e-06 0 2.13775e-06 3.04352e-06 3.81854e-06 1.35496e-06 0 2.62457e-06 5.02077e-06 2.60319e-06 3.85012e-06 0 1.02674e-05 2.67472e-06 4.52638e-06 0 2.15582e-06 Variance: 3.96293e-08 Variances/cluster: 7.5794e-07 1.69132e-07 2.97759e-08 3.53624e-08 4.18311e-08 4.94862e-08 3.1179e-08 3.20828e-08 3.80993e-08 3.49971e-08 2.98452e-08 9.61687e-08 2.68951e-08 2.46225e-08 3.04705e-08 2.53668e-08 2.72576e-06 4.28535e-08 2.83496e-08 6.86694e-32 0 2.67973e-31 2.67337e-08 2.68662e-08 2.3066e-08 3.52491e-08 2.72632e-08 0 2.53292e-08 0 2.1318e-08 3.21159e-08 3.30783e-08 0 1.32302e-07 2.73613e-08 2.98385e-08 2.8542e-08 0 3.31513e-08 3.66584e-08 2.94412e-08 3.52955e-08 2.90534e-08 2.3582e-08 1.96111e-08 2.02101e-08 4.33023e-08 0 4.72496e-08 2.63201e-08 0 3.52359e-08 0 0 0 0 0 2.06939e-08 4.1358e-08 0 4.85689e-08 4.05768e-08 5.96465e-08 3.22502e-08 0 3.49915e-08 3.30206e-08 3.66618e-08 2.36183e-08 0 4.34917e-08 2.10584e-08 2.29745e-08 0 2.13425e-08 -------------------------------------------------------------- Initialization seed trial #872 of 1000; initialization seed = 493577097 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 70 BIC score: 498855 Distortion: 0.0358296 Distortions/cluster: 3.40903e-06 2.78131e-06 5.2913e-06 2.26827e-06 1.9918e-06 1.96429e-06 2.37044e-35 4.32517e-06 4.46439e-06 4.52729e-06 2.58415e-06 8.29035e-06 3.10083e-06 2.59302e-06 0 1.57104e-06 2.70329e-06 6.65622e-06 1.41561e-06 2.24391e-06 2.85699e-06 5.19178e-06 0 5.08037e-06 2.51208e-06 3.48959e-06 3.2605e-06 9.85484e-06 0.0356196 4.72425e-06 2.60191e-06 1.86457e-06 3.83035e-06 1.75614e-06 0 4.86993e-06 1.77955e-06 3.24605e-06 0 0 5.25522e-06 2.22308e-06 1.52324e-06 1.27749e-35 2.91645e-06 5.9104e-06 1.96334e-06 1.78061e-06 3.18713e-06 4.38683e-06 2.75496e-06 2.10163e-06 5.1944e-06 3.1033e-06 3.26611e-06 1.08283e-34 4.99902e-06 2.90492e-06 0 2.71701e-06 3.44928e-06 1.56833e-06 0 6.0487e-06 3.62422e-06 4.56695e-06 0 4.13232e-06 0 4.81569e-35 2.80406e-06 3.02903e-06 2.62702e-06 0 2.94056e-06 0 Variance: 6.13101e-06 Variances/cluster: 2.14385e-08 3.61092e-08 1.35629e-07 2.0808e-08 3.06403e-08 1.75368e-08 0 4.50396e-08 2.53633e-08 4.07734e-08 2.93629e-08 9.41992e-08 2.95292e-08 2.51728e-08 0 3.49089e-08 3.70281e-08 3.71737e-08 1.99364e-08 2.02131e-08 3.80805e-08 3.20376e-08 0 2.70209e-08 3.39444e-08 3.83355e-08 3.79002e-08 8.95767e-07 0.035575 2.81113e-08 3.29328e-08 1.67965e-08 3.08869e-08 2.47323e-08 0 3.0245e-08 1.83442e-08 3.21362e-08 0 0 1.75159e-06 1.30756e-07 3.46075e-08 0 3.94082e-08 3.93959e-07 2.04492e-08 2.61832e-08 2.13876e-08 5.48306e-08 2.22155e-08 3.38944e-08 4.72062e-08 6.08305e-08 2.89011e-08 0 2.40316e-08 3.821e-08 0 2.56291e-08 2.36231e-08 1.91242e-08 0 3.03854e-08 4.02666e-08 1.69132e-07 0 3.82496e-08 0 2.67973e-31 4.00459e-08 2.38478e-08 2.10143e-08 0 3.76965e-08 0 -------------------------------------------------------------- Initialization seed trial #873 of 1000; initialization seed = 493577098 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 722947 Distortion: 0.000231307 Distortions/cluster: 3.92696e-06 2.43733e-06 3.29724e-06 2.63263e-06 1.51443e-05 4.86381e-06 2.21242e-06 2.97073e-06 9.64317e-35 4.02182e-06 2.82574e-06 3.69506e-06 2.81353e-06 2.29085e-06 1.08283e-34 5.00052e-06 2.8426e-06 5.83558e-06 3.40683e-06 4.29218e-06 2.91636e-06 2.61316e-06 4.62803e-06 5.18454e-06 2.94447e-06 3.70174e-06 1.27749e-35 2.46161e-06 4.52849e-06 3.78535e-06 2.37044e-35 2.73278e-06 3.29647e-06 4.81395e-06 5.21568e-06 2.26426e-06 5.56288e-06 8.39942e-06 4.56695e-06 2.02725e-06 1.34294e-06 2.45348e-05 0 0 0 3.06986e-06 0 3.24525e-06 4.79649e-06 3.11096e-06 7.1392e-06 0 4.17535e-06 2.05778e-06 0 1.54525e-06 1.72798e-06 2.53968e-06 0 0 2.6224e-06 0 2.76957e-06 3.3373e-06 1.33267e-06 2.92294e-06 0 2.80014e-06 2.5449e-06 4.81569e-35 1.84369e-06 0 0 4.12874e-06 0 1.56601e-06 Variance: 3.95803e-08 Variances/cluster: 3.96532e-08 2.83387e-08 3.74663e-08 2.39301e-08 7.57092e-07 2.79505e-08 2.63361e-08 4.79006e-08 6.86694e-32 2.97815e-08 3.4042e-08 2.28065e-08 3.09077e-08 3.36779e-08 0 2.61785e-08 2.5606e-08 3.18781e-08 2.10273e-08 2.46652e-08 3.4307e-08 3.8999e-08 3.00492e-08 1.3639e-07 3.97867e-08 2.84655e-08 0 3.15563e-08 2.55824e-08 2.02407e-08 0 1.96585e-08 5.15028e-08 4.2968e-08 2.35983e-08 3.18883e-08 4.79415e-08 9.43662e-08 1.69132e-07 2.27761e-08 3.05185e-08 2.72576e-06 0 0 0 3.74254e-08 0 4.63456e-08 2.75569e-08 3.49438e-08 5.13565e-08 0 4.79766e-08 3.07108e-08 0 4.82849e-08 3.08541e-08 2.67309e-08 0 0 2.01706e-08 0 4.19493e-08 2.56693e-08 2.25856e-08 3.69963e-08 0 3.63535e-08 2.40057e-08 2.67973e-31 2.97271e-08 0 0 2.44283e-08 0 4.7451e-08 -------------------------------------------------------------- Initialization seed trial #874 of 1000; initialization seed = 493577099 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 722731 Distortion: 0.000229653 Distortions/cluster: 3.74931e-06 2.14313e-06 3.16899e-06 5.67275e-06 3.01904e-06 1.89345e-06 2.06061e-06 5.73777e-06 2.14268e-06 4.47113e-06 4.412e-06 2.45348e-05 3.05632e-06 4.52682e-06 3.8474e-06 1.59192e-05 1.86577e-06 2.79172e-06 4.87406e-06 2.33791e-06 2.37044e-35 2.65209e-06 3.45488e-06 2.2986e-06 3.24223e-06 3.67404e-06 2.66324e-06 1.08283e-34 8.43383e-06 2.7322e-06 2.8673e-06 1.08484e-06 3.51971e-06 3.23125e-06 2.47346e-06 0 3.91315e-06 4.15604e-06 4.39497e-06 1.99474e-06 0 1.69677e-06 9.64317e-35 1.27749e-35 4.81155e-06 2.46342e-06 2.47514e-06 4.81569e-35 3.141e-06 2.28954e-06 3.07849e-06 3.53888e-06 2.01524e-06 0 1.69693e-06 4.56695e-06 2.26002e-06 2.91287e-06 0 0 4.30929e-06 1.99053e-06 2.51168e-06 3.77728e-06 0 2.31993e-06 0 5.62796e-06 2.35769e-06 2.46861e-06 2.24152e-06 0 0 2.60384e-06 3.48686e-06 0 Variance: 3.92973e-08 Variances/cluster: 3.98731e-08 2.55107e-08 2.20049e-08 4.68672e-08 3.246e-08 2.0579e-08 2.31509e-08 4.78005e-08 3.19774e-08 4.56095e-08 2.82796e-08 2.72576e-06 2.93781e-08 3.96962e-08 7.12242e-08 7.5794e-07 2.62753e-08 2.81967e-08 2.90098e-08 2.68701e-08 0 1.93566e-08 4.11259e-08 2.36947e-08 3.90503e-08 3.67374e-08 4.29516e-08 0 9.58293e-08 1.96538e-08 2.03337e-08 1.97225e-08 3.08643e-08 2.93724e-08 3.212e-08 0 2.62604e-08 1.18705e-07 3.18372e-08 3.91089e-08 0 4.24163e-08 6.86694e-32 0 5.53004e-08 3.73122e-08 3.53569e-08 2.67973e-31 2.96294e-08 2.33607e-08 3.75397e-08 4.16211e-08 3.10012e-08 0 2.61041e-08 1.69132e-07 2.17291e-08 1.94174e-08 0 0 2.72651e-08 2.07322e-08 2.00911e-08 2.48483e-08 0 2.72909e-08 0 3.02479e-08 3.36702e-08 2.3508e-08 2.54688e-08 0 0 2.7121e-08 3.41737e-08 0 -------------------------------------------------------------- Initialization seed trial #875 of 1000; initialization seed = 493577100 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 727801 Distortion: 0.000205968 Distortions/cluster: 2.88852e-06 3.09778e-06 3.5921e-06 3.07255e-06 2.21114e-06 3.37087e-06 1.27749e-35 5.24242e-06 3.67487e-06 1.78111e-06 1.68607e-06 1.73372e-06 3.09004e-06 4.41684e-06 5.25522e-06 2.58739e-06 2.51858e-06 1.64558e-06 9.64317e-35 5.20165e-06 2.37044e-35 3.02608e-06 0 1.99959e-06 1.55868e-06 5.39962e-06 4.06655e-06 3.7917e-06 2.3524e-06 2.12247e-06 1.6528e-06 1.68771e-06 1.31091e-06 6.48184e-06 1.63304e-06 1.55832e-06 3.10773e-06 3.73434e-06 0 5.62188e-06 1.22601e-06 2.75265e-06 4.72528e-06 2.28479e-06 8.73616e-07 0 3.15625e-06 0 4.60377e-06 3.04682e-06 0 0 7.42937e-06 2.41195e-06 1.11581e-06 2.60895e-06 4.78071e-06 1.29815e-06 3.49562e-06 4.81569e-35 9.85484e-06 4.08861e-06 0 0 1.97216e-06 4.50043e-06 2.18507e-06 4.11514e-06 0 4.80941e-06 6.68643e-06 5.19927e-06 1.91144e-06 2.97552e-06 1.08283e-34 3.68739e-06 Variance: 3.52443e-08 Variances/cluster: 2.36743e-08 3.82315e-08 2.39452e-08 2.16358e-08 2.32732e-08 3.24093e-08 0 3.13815e-08 4.27168e-08 1.48415e-07 2.08138e-08 2.1141e-08 3.25239e-08 4.12653e-08 1.75159e-06 1.91642e-08 2.62329e-08 2.13686e-08 6.86694e-32 3.61109e-08 0 2.54266e-08 0 1.97956e-08 2.19513e-08 4.02827e-08 3.83511e-08 2.74671e-08 2.64292e-08 3.42303e-08 1.85691e-08 1.89608e-08 1.68046e-08 3.85792e-08 2.81534e-08 1.85493e-08 3.65586e-08 2.68634e-08 0 3.02152e-08 1.85741e-08 1.14655e-07 4.29534e-08 1.78483e-08 1.09188e-07 0 2.39089e-08 0 4.1844e-07 3.85557e-08 0 0 8.84364e-08 2.34143e-08 9.29757e-08 1.04322e-07 3.38947e-08 2.23795e-08 3.88371e-08 2.67973e-31 8.95767e-07 3.96833e-08 0 0 2.73886e-08 2.23882e-08 2.51128e-08 2.6547e-08 0 4.71365e-08 5.52549e-08 4.29553e-08 1.00592e-07 2.39938e-08 0 4.09684e-08 -------------------------------------------------------------- Initialization seed trial #876 of 1000; initialization seed = 493577101 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 71 BIC score: 493690 Distortion: 0.0397621 Distortions/cluster: 3.33501e-06 2.11962e-06 2.77024e-06 6.54003e-06 2.69161e-06 2.71066e-06 2.15463e-06 2.80156e-06 4.56695e-06 4.21036e-06 1.59192e-05 0.00391362 1.39272e-06 2.37044e-35 3.71599e-06 1.54353e-06 0 0.0356196 0 6.40859e-06 1.63759e-06 2.21985e-06 0 2.90126e-06 2.96533e-06 3.37718e-06 2.31257e-06 4.86877e-06 4.07003e-06 2.4918e-06 1.73167e-06 4.81569e-35 1.34179e-06 1.48023e-06 4.95531e-06 2.60789e-06 3.05871e-06 2.76896e-06 3.86207e-06 4.54551e-06 4.16474e-06 2.5006e-06 0 2.24727e-06 5.18454e-06 2.88642e-06 4.41465e-06 8.16378e-06 4.0254e-06 2.45348e-05 2.88677e-06 2.60477e-06 4.85154e-06 6.42167e-06 1.78243e-06 1.25315e-06 1.8986e-06 1.70609e-06 1.86669e-06 0 3.00434e-06 0 0 1.3036e-06 3.84838e-06 0 2.39179e-06 2.97742e-06 2.7438e-06 2.94747e-06 1.72193e-06 2.83356e-06 1.58912e-06 0 1.79317e-06 2.33679e-06 Variance: 6.80392e-06 Variances/cluster: 2.92519e-08 3.25987e-08 2.9468e-08 2.81874e-08 3.20401e-08 2.3166e-08 2.42065e-08 4.18005e-08 1.69132e-07 4.2101e-08 7.5794e-07 0.00391989 1.98937e-08 0 3.71478e-08 1.97871e-08 0 0.035575 0 3.88366e-08 2.77525e-08 2.43859e-08 0 5.37092e-08 3.44694e-08 3.79428e-08 1.91105e-08 4.38591e-08 5.89681e-08 1.87331e-08 2.03707e-08 2.67973e-31 1.88967e-08 1.97343e-08 4.34538e-08 3.03143e-08 2.59188e-08 3.59486e-08 2.50762e-08 3.81945e-08 2.73907e-08 2.52564e-08 0 1.62831e-08 1.3639e-07 3.00571e-08 4.08642e-08 9.38273e-08 4.06472e-08 2.72576e-06 5.15448e-08 2.92645e-08 3.05102e-08 5.48813e-08 1.91637e-08 2.40965e-08 1.91761e-08 2.8432e-08 3.01053e-08 0 2.61224e-08 0 0 1.67108e-08 3.15338e-08 0 2.6281e-08 4.50977e-08 2.68911e-08 3.31075e-08 2.29563e-08 2.19637e-08 2.69251e-08 0 2.32858e-08 2.33658e-08 -------------------------------------------------------------- Initialization seed trial #877 of 1000; initialization seed = 493577102 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 498297 Distortion: 0.0358444 Distortions/cluster: 1.70493e-06 3.84239e-06 2.37044e-35 4.14502e-06 1.83406e-06 2.76187e-06 4.46747e-06 2.17498e-06 3.08893e-06 3.08578e-06 2.95556e-06 7.76697e-06 0.0356196 2.27217e-06 5.35622e-06 2.33647e-06 2.67964e-06 1.85767e-06 2.26805e-06 4.27414e-06 3.53542e-06 2.91566e-06 5.41926e-06 2.14991e-06 3.38496e-06 2.45348e-05 2.85499e-06 2.28217e-06 4.13486e-06 3.0329e-06 1.59192e-05 0 3.03795e-06 2.32235e-06 3.72683e-06 2.61633e-06 2.30121e-06 3.77686e-06 3.53666e-06 2.61875e-06 1.34895e-06 1.89078e-06 2.88812e-06 2.97559e-06 2.58253e-06 3.49282e-06 3.21178e-06 1.08283e-34 2.58386e-06 0 2.76327e-06 0 3.05501e-06 2.68737e-06 2.9963e-06 2.55616e-06 0 3.57498e-06 3.45383e-06 2.02437e-06 1.73171e-06 2.4419e-06 1.84263e-06 0 3.70713e-06 2.97089e-06 3.30496e-06 3.66459e-06 0 0 1.27749e-35 2.62262e-06 0 3.20253e-06 4.81569e-35 2.31673e-06 Variance: 6.13354e-06 Variances/cluster: 1.75745e-08 3.62461e-08 0 3.8726e-08 3.10755e-08 2.90698e-08 2.99731e-08 2.26541e-08 3.67609e-08 4.00618e-08 2.23833e-08 9.03049e-08 0.035575 3.34041e-08 4.25059e-08 1.71784e-08 3.57257e-08 2.06385e-08 3.97771e-08 1.64378e-07 3.88474e-08 1.98327e-08 3.24476e-08 3.02773e-08 4.07791e-08 2.72576e-06 1.0977e-07 2.92494e-08 4.8065e-08 3.19148e-08 7.5794e-07 0 2.31884e-08 3.18025e-08 4.09516e-08 3.31152e-08 2.52851e-08 3.1471e-08 2.94697e-08 2.42456e-08 2.32551e-08 3.20369e-08 2.29189e-08 3.30512e-08 2.58231e-08 2.42533e-08 2.3614e-08 0 3.74444e-08 0 2.0619e-08 0 2.4438e-08 3.68011e-08 2.82645e-08 1.111e-07 0 3.00319e-08 3.19771e-08 3.42999e-08 2.03712e-08 2.74346e-08 4.09338e-08 0 2.4712e-08 2.03468e-08 2.87362e-08 5.31054e-08 0 0 0 2.88106e-08 0 3.59728e-08 2.67973e-31 2.57384e-08 -------------------------------------------------------------- Initialization seed trial #878 of 1000; initialization seed = 493577103 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 726656 Distortion: 0.000212304 Distortions/cluster: 2.59832e-06 1.7841e-06 1.67704e-06 1.73934e-06 2.32689e-06 4.04326e-06 4.74689e-06 1.08283e-34 7.20262e-06 5.61026e-06 4.37225e-06 9.64317e-35 2.37044e-35 6.45786e-06 6.26867e-06 1.69728e-06 3.80922e-06 3.46642e-06 1.3248e-06 5.90131e-06 2.9726e-06 2.10885e-06 2.0384e-06 7.02715e-06 2.65363e-06 9.85484e-06 6.59331e-06 2.41373e-06 1.79883e-06 2.949e-06 2.13543e-06 2.25096e-06 3.53144e-06 0 0 2.01344e-06 2.5656e-06 2.2072e-06 0 1.98167e-06 5.25522e-06 2.20432e-06 5.11105e-06 2.88969e-06 0 1.44612e-06 4.81569e-35 6.61026e-06 0 2.61437e-06 1.11494e-06 1.27749e-35 2.44515e-06 1.35595e-06 2.11252e-06 3.77178e-06 2.75265e-06 4.27414e-06 2.22672e-06 2.85499e-06 0 1.2786e-06 2.47365e-06 4.80155e-06 7.61632e-06 7.87631e-06 0 1.65649e-06 1.68619e-06 4.20829e-06 0 1.12497e-06 0 3.96611e-06 4.4527e-06 0 Variance: 3.63285e-08 Variances/cluster: 3.33089e-08 4.95539e-08 2.66172e-08 4.348e-08 3.57952e-08 2.71336e-08 4.09081e-08 0 3.10355e-08 4.12396e-08 2.89528e-08 6.86694e-32 0 4.0355e-07 3.42439e-08 2.65175e-08 2.10436e-08 3.06736e-08 3.67969e-08 4.15447e-08 2.34042e-08 2.73852e-08 3.63978e-08 4.65225e-08 2.55127e-08 8.95767e-07 4.39414e-08 2.09865e-08 2.5695e-08 2.3402e-08 3.18696e-08 2.74483e-08 2.17971e-08 0 0 2.18833e-08 2.05224e-08 2.18515e-08 0 1.96182e-08 1.75159e-06 3.67354e-08 4.29358e-08 3.28344e-08 0 1.90262e-08 2.67973e-31 3.44173e-08 0 4.14942e-08 3.84431e-08 0 2.94572e-08 3.56798e-08 2.40035e-08 2.67479e-08 1.14655e-07 1.64378e-07 2.50164e-08 1.0977e-07 0 2.8411e-08 1.96304e-08 4.75254e-08 4.32605e-08 9.05237e-08 0 3.31276e-08 2.8101e-08 2.80528e-08 0 1.58433e-08 0 2.14366e-08 3.2031e-08 0 -------------------------------------------------------------- Initialization seed trial #879 of 1000; initialization seed = 493577104 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 725897 Distortion: 0.000217051 Distortions/cluster: 3.2979e-06 4.59945e-06 3.67922e-06 4.03268e-06 2.18561e-06 4.81569e-35 4.79918e-06 4.47618e-06 4.96657e-06 3.76136e-06 4.82802e-06 2.37747e-06 2.9169e-06 4.56695e-06 5.87995e-06 4.10095e-06 8.43383e-06 5.14808e-06 8.60761e-06 2.00948e-06 3.11085e-06 1.36738e-06 2.51873e-06 3.45159e-06 1.55193e-06 5.75903e-06 5.02915e-06 2.43763e-06 2.88175e-06 2.70333e-06 9.64317e-35 2.37044e-35 7.03228e-06 3.30627e-06 2.19365e-06 0 0 4.44316e-06 2.2567e-06 0 1.71598e-06 0 2.84146e-06 0 0 0 5.17495e-06 3.18843e-06 0 0 3.12078e-06 1.46806e-06 9.85484e-06 1.08283e-34 0 6.78117e-06 2.16661e-06 3.06961e-06 5.25522e-06 0 2.91252e-06 1.88299e-06 2.74577e-06 0 2.38749e-06 0 0 4.18706e-06 2.48653e-06 1.9944e-06 2.77334e-06 1.27749e-35 3.39451e-06 0 6.4805e-06 6.45786e-06 Variance: 3.71408e-08 Variances/cluster: 3.83446e-08 3.96376e-08 2.3889e-08 4.38296e-08 2.83754e-08 2.67973e-31 3.74906e-08 4.61319e-08 3.28804e-08 3.95802e-08 3.01653e-08 2.33065e-08 2.72582e-08 1.69132e-07 2.60152e-08 3.08316e-08 9.58293e-08 4.76531e-08 5.18491e-08 1.91356e-08 2.75272e-08 2.0716e-08 2.56983e-08 3.13677e-08 1.80436e-08 5.00619e-08 1.32302e-07 3.08531e-08 4.17517e-08 1.98757e-08 6.86694e-32 0 4.39483e-08 2.75498e-08 2.46448e-08 0 0 3.08526e-08 2.42634e-08 0 1.97216e-08 0 4.11669e-08 0 0 0 2.89077e-08 3.46462e-08 0 0 2.34622e-08 2.44651e-08 8.95767e-07 0 0 2.92195e-08 2.81353e-08 3.61011e-08 1.75159e-06 0 1.82016e-08 2.18926e-08 2.38742e-08 0 4.67981e-08 0 0 3.14788e-08 3.06952e-08 2.01431e-08 3.64793e-08 0 2.1082e-08 0 5.49147e-08 4.0355e-07 -------------------------------------------------------------- Initialization seed trial #880 of 1000; initialization seed = 493577105 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 726313 Distortion: 0.000211757 Distortions/cluster: 2.24505e-06 4.56695e-06 2.87633e-06 9.85484e-06 6.45786e-06 1.48657e-06 1.28627e-06 3.53998e-06 1.08283e-34 4.09138e-06 1.98302e-06 2.0535e-06 1.57601e-06 5.66198e-06 4.97527e-06 3.97909e-06 4.90975e-06 1.27749e-35 1.919e-06 2.81784e-06 2.37044e-35 4.25897e-06 1.79113e-06 2.55576e-06 1.03053e-06 6.07673e-06 1.74979e-06 0 2.65956e-06 4.76642e-06 2.28684e-06 1.91164e-06 4.60627e-06 2.15497e-06 2.5974e-06 3.53188e-06 3.03682e-06 0 2.60557e-06 3.89932e-06 1.71822e-06 0 0 5.25522e-06 1.4023e-06 8.77811e-06 2.50398e-06 1.80327e-06 2.85627e-06 7.48099e-06 2.40166e-06 2.17487e-06 1.70592e-06 0 2.22373e-06 4.5747e-06 0 4.50844e-06 4.00216e-06 2.83796e-06 3.14717e-06 0 1.97331e-06 2.0627e-06 2.20013e-06 2.79448e-06 2.69668e-06 9.64317e-35 3.2654e-06 9.48722e-06 2.76497e-06 2.76033e-06 0 2.87464e-06 4.81569e-35 1.70186e-06 Variance: 3.62349e-08 Variances/cluster: 3.5633e-08 1.69132e-07 3.59509e-08 8.95767e-07 4.0355e-07 2.85853e-08 2.47338e-08 5.28309e-08 0 3.35329e-08 1.94392e-08 1.97435e-08 2.91827e-08 4.38772e-08 3.94735e-08 2.9692e-08 4.02306e-08 0 1.84502e-08 3.85973e-08 0 1.18266e-07 2.32586e-08 2.55554e-08 1.87352e-08 3.68167e-08 4.86013e-08 0 2.55704e-08 5.74076e-08 2.26399e-08 2.10046e-08 4.00425e-08 2.47677e-08 2.59715e-08 3.71657e-08 3.41187e-08 0 2.3262e-08 5.90628e-08 1.78965e-08 0 0 1.75159e-06 2.29866e-08 9.86202e-08 3.42985e-08 2.17236e-08 2.46208e-08 3.15551e-08 1.87607e-08 2.93876e-08 2.15921e-08 0 1.76471e-08 4.04715e-08 0 4.13482e-08 2.75987e-08 3.11838e-08 4.19484e-08 0 2.05535e-08 2.04205e-08 2.82044e-08 2.8512e-08 2.56796e-08 6.86694e-32 3.71045e-08 3.4868e-08 3.17784e-08 2.30008e-08 0 5.13282e-08 2.67973e-31 1.66835e-08 -------------------------------------------------------------- Initialization seed trial #881 of 1000; initialization seed = 493577106 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 595013 Distortion: 0.0041248 Distortions/cluster: 2.31757e-06 3.5873e-06 4.08597e-06 3.46146e-06 3.56062e-06 3.06183e-06 3.74806e-06 7.44252e-06 3.24323e-06 2.09421e-06 4.27414e-06 6.09585e-06 2.75265e-06 9.64317e-35 5.78722e-06 5.25522e-06 1.88308e-06 2.17627e-06 2.37044e-35 1.79659e-06 3.5196e-06 1.57855e-06 1.31015e-06 2.53076e-06 1.12707e-06 2.16791e-06 1.24123e-06 2.2876e-06 3.04878e-06 1.84672e-06 3.999e-06 3.7842e-06 1.55736e-06 4.81569e-35 6.59561e-06 0 2.9745e-06 2.80871e-06 4.00082e-06 3.49256e-06 9.85484e-06 4.51037e-06 2.21243e-06 4.79006e-06 2.85499e-06 2.71738e-06 4.12109e-06 0 0 6.45786e-06 0 4.52478e-06 0 4.73454e-06 0 2.37715e-06 3.96568e-06 2.22342e-06 0 2.19746e-06 7.89415e-06 2.18141e-06 0 2.76446e-06 0 2.21324e-06 0 3.12629e-06 3.72945e-06 2.25809e-06 2.68215e-06 0.00391362 8.65264e-06 1.6382e-06 0 0 Variance: 7.05818e-07 Variances/cluster: 2.69462e-08 2.21414e-08 3.46238e-08 3.80254e-08 2.37352e-08 2.80877e-08 3.70975e-08 3.81545e-08 2.74818e-08 3.03482e-08 1.64378e-07 4.26147e-08 1.14655e-07 6.86694e-32 3.25018e-08 1.75159e-06 3.48696e-08 2.03372e-08 0 2.80693e-08 4.81992e-08 5.2614e-08 4.09386e-08 2.36499e-08 2.44994e-08 3.38716e-08 1.88048e-08 3.26775e-08 3.38723e-08 1.88424e-08 3.80732e-08 2.17457e-08 2.99467e-08 2.67973e-31 3.11012e-08 0 4.01924e-08 2.92548e-08 3.10114e-08 2.66578e-08 8.95767e-07 3.2681e-08 2.54279e-08 2.30271e-08 1.0977e-07 3.62198e-08 2.2036e-08 0 0 4.0355e-07 0 3.8012e-08 0 4.08015e-08 0 1.73499e-08 2.38868e-08 3.64464e-08 0 2.81701e-08 9.07286e-08 2.50712e-08 0 5.21549e-08 0 3.25448e-08 0 4.11226e-08 2.14318e-08 3.47371e-08 2.85309e-08 0.00391989 4.08008e-08 2.48192e-08 0 0 -------------------------------------------------------------- Initialization seed trial #882 of 1000; initialization seed = 493577107 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 726131 Distortion: 0.000215455 Distortions/cluster: 2.69075e-06 5.6445e-06 7.20997e-06 2.22308e-06 4.56695e-06 1.52196e-06 1.27749e-35 3.17633e-06 2.10974e-06 3.71897e-06 4.25897e-06 0 4.34581e-06 2.31627e-06 1.86232e-06 2.6792e-06 2.58174e-06 2.21788e-06 9.85484e-06 2.20442e-06 3.17494e-06 2.72109e-06 2.37044e-35 4.81569e-35 2.28695e-06 2.88439e-06 1.7068e-06 2.99582e-06 9.64317e-35 1.66521e-06 2.38108e-06 1.6769e-06 7.82989e-06 1.07195e-05 4.1577e-06 5.25522e-06 1.93152e-06 1.39901e-06 5.94297e-06 0 1.73501e-06 6.36007e-06 4.33191e-06 1.08283e-34 2.55636e-06 0 0 0 2.4064e-06 8.55988e-06 0 1.99845e-06 2.85405e-06 2.31843e-06 2.81914e-06 1.1701e-06 1.43487e-06 0 2.75838e-06 1.60376e-06 1.43833e-06 1.0659e-05 0 6.57156e-06 3.48758e-06 2.20856e-06 5.9104e-06 2.07105e-06 0 2.66851e-06 1.60861e-06 3.39428e-06 0 8.61768e-06 0 0 Variance: 3.68677e-08 Variances/cluster: 3.68568e-08 4.21094e-08 4.87004e-08 1.30756e-07 1.69132e-07 2.92657e-08 0 3.05383e-08 2.10949e-08 2.46265e-08 1.18266e-07 0 2.55613e-08 2.6319e-08 1.75675e-08 3.52499e-08 2.06521e-08 2.84319e-08 8.95767e-07 2.75527e-08 3.64904e-08 3.88693e-08 0 2.67973e-31 2.02362e-08 2.36405e-08 1.64101e-08 3.89043e-08 6.86694e-32 2.10767e-08 2.48007e-08 1.88394e-08 5.1497e-08 4.20237e-08 2.32254e-08 1.75159e-06 3.4489e-08 1.74861e-08 3.30058e-08 0 2.2827e-08 3.13201e-08 5.41442e-08 0 1.99692e-08 0 0 0 3.34193e-08 9.61687e-08 0 2.35084e-08 2.91202e-08 1.85458e-08 2.71047e-08 2.72085e-08 2.43173e-08 0 1.98427e-08 3.48615e-08 1.97013e-08 5.40892e-08 0 3.23615e-08 6.45631e-08 2.62901e-08 3.93959e-07 2.55663e-08 0 3.21477e-08 2.36539e-08 2.30884e-08 0 4.65671e-08 0 0 -------------------------------------------------------------- Initialization seed trial #883 of 1000; initialization seed = 493577108 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 100 BIC score: 690706 Distortion: 0.000480214 Distortions/cluster: 2.22308e-06 5.45789e-06 0.000272219 3.58499e-06 2.97924e-06 3.3052e-06 4.34316e-06 2.29398e-06 4.56695e-06 7.0728e-06 3.42193e-06 9.19012e-06 2.78803e-06 3.99104e-06 1.87452e-06 5.43928e-06 1.75118e-06 2.73731e-06 2.98346e-06 4.4852e-06 5.25522e-06 2.90928e-06 1.80817e-06 6.61953e-06 1.02292e-06 2.37044e-35 5.76866e-06 1.76424e-06 5.66468e-06 5.9104e-06 3.1356e-06 1.08283e-34 2.25344e-06 9.64317e-35 0 1.63905e-06 4.53601e-06 1.27749e-35 0 5.0847e-06 0 6.31247e-06 3.33221e-06 0 0 9.88876e-07 7.07816e-06 1.38407e-06 0 2.10784e-06 9.85484e-06 2.94172e-06 1.10984e-06 4.20101e-06 0 0 3.53339e-06 4.13814e-06 0 1.09288e-06 1.85871e-06 4.18213e-06 1.15553e-06 0 3.58221e-06 3.54097e-06 0 0 0 2.83504e-06 2.99719e-06 0 4.04803e-06 0 6.65394e-06 1.20538e-06 Variance: 8.21722e-08 Variances/cluster: 1.30756e-07 2.88683e-08 3.20226e-06 3.28868e-08 3.91877e-08 3.75467e-08 2.55458e-08 3.05837e-08 1.69132e-07 4.62121e-08 5.3463e-08 5.10523e-08 3.09752e-08 5.61949e-08 1.76826e-08 2.87698e-08 1.9898e-08 2.76472e-08 2.712e-08 4.15161e-08 1.75159e-06 2.23771e-08 2.44318e-08 2.69064e-08 1.70467e-08 0 1.44169e-07 2.00464e-08 4.16387e-08 3.93959e-07 4.17954e-08 0 1.84692e-08 6.86694e-32 0 1.76221e-08 2.32595e-08 0 0 3.94131e-08 0 3.62668e-08 2.58283e-08 0 0 2.19724e-08 3.97617e-08 2.26872e-08 0 2.2663e-08 8.95767e-07 3.54396e-08 1.84956e-08 2.93749e-08 0 0 2.40344e-08 3.86615e-08 0 1.79139e-08 2.35252e-08 4.22401e-08 1.67449e-08 0 3.28614e-08 2.34481e-08 0 0 0 4.1074e-08 1.98472e-08 0 4.00674e-08 0 3.93598e-08 1.74673e-08 -------------------------------------------------------------- Initialization seed trial #884 of 1000; initialization seed = 493577109 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 594782 Distortion: 0.00412712 Distortions/cluster: 3.30543e-06 6.05521e-06 7.89415e-06 1.92398e-06 3.26327e-06 2.37044e-35 3.83018e-06 1.93571e-06 1.64803e-06 1.79247e-06 2.92814e-06 6.11597e-06 2.71506e-06 0 3.49887e-06 2.92438e-06 6.45786e-06 2.85791e-06 0 2.46163e-06 2.75366e-06 3.08346e-06 1.95578e-06 4.15869e-06 0 2.26713e-06 7.0326e-06 1.4943e-06 0 9.64317e-35 3.58964e-06 2.47807e-06 5.06098e-06 2.96557e-06 2.85012e-06 4.77471e-06 2.40878e-06 0 4.20689e-06 5.42751e-06 4.81569e-35 5.25522e-06 2.32831e-06 4.32309e-06 1.96735e-06 2.20548e-06 3.45971e-06 1.99957e-06 3.59814e-06 2.94028e-06 2.58854e-06 9.85484e-06 0 0 4.36428e-06 0 3.23758e-06 2.38005e-06 6.44663e-06 0.00391362 0 5.6288e-06 4.84115e-06 2.25675e-06 0 1.69559e-06 2.89257e-06 2.43428e-06 3.55617e-06 2.67907e-06 0 4.48357e-06 6.04628e-06 1.91629e-06 0 0 Variance: 7.06214e-07 Variances/cluster: 2.395e-08 2.93846e-08 9.07286e-08 2.53133e-08 4.13036e-08 0 2.33527e-08 3.51925e-08 2.38823e-08 2.98718e-08 2.21809e-08 4.85249e-08 1.96726e-08 0 3.68268e-08 2.16601e-08 4.0355e-07 2.62164e-08 0 2.79707e-08 2.59748e-08 4.97288e-08 2.67892e-08 5.01004e-08 0 1.97124e-08 4.28675e-08 2.1973e-08 0 6.86694e-32 3.90051e-08 3.59112e-08 4.77303e-08 2.43058e-08 2.11102e-08 2.79198e-08 1.97417e-08 0 2.88049e-08 1.42782e-07 2.67973e-31 1.75159e-06 2.35162e-08 4.11587e-08 2.62288e-08 3.2431e-08 2.98224e-08 2.06119e-08 4.33367e-08 2.35195e-08 3.69769e-08 8.95767e-07 0 0 4.49784e-08 0 3.48097e-08 4.75968e-08 3.30489e-08 0.00391989 0 4.46587e-08 1.72882e-07 2.65477e-08 0 2.0931e-08 3.28672e-08 2.93261e-08 3.06539e-08 1.72828e-08 0 3.86389e-08 4.1685e-08 1.91607e-08 0 0 -------------------------------------------------------------- Initialization seed trial #885 of 1000; initialization seed = 493577110 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 722754 Distortion: 0.000229492 Distortions/cluster: 4.1039e-06 1.73785e-06 2.99376e-06 4.56695e-06 2.65122e-06 1.82292e-06 2.55312e-06 1.16601e-06 1.27749e-35 3.0767e-06 3.53266e-06 3.06356e-06 3.55564e-06 2.84347e-06 2.87388e-06 1.59192e-05 1.86628e-06 5.54074e-06 2.3192e-06 3.61493e-06 6.60917e-06 1.08283e-34 8.29035e-06 1.63305e-06 3.03185e-06 2.55193e-06 2.20582e-06 9.64317e-35 4.64499e-06 2.37044e-35 1.89118e-06 3.33974e-06 3.43996e-06 1.89719e-06 0 2.69252e-06 1.67801e-06 2.94933e-06 0 4.43163e-06 3.22703e-06 2.88004e-06 0 2.85249e-06 4.38157e-06 6.52122e-06 3.2794e-06 4.61632e-06 3.116e-06 0 0 1.77871e-06 2.46137e-06 2.31538e-06 6.2877e-06 0 0 1.26986e-06 3.28788e-06 3.29067e-06 2.64615e-06 1.69586e-06 2.45348e-05 0 0 3.10892e-06 0 2.27593e-06 3.94057e-06 2.38178e-06 3.15122e-06 3.22917e-06 3.20992e-06 4.12655e-06 4.81569e-35 2.53668e-06 Variance: 3.92697e-08 Variances/cluster: 5.86094e-08 2.22781e-08 2.35708e-08 1.69132e-07 2.07102e-08 2.68045e-08 2.34204e-08 2.01018e-08 0 2.95812e-08 5.35205e-08 3.36624e-08 3.66442e-08 3.84222e-08 3.78108e-08 7.5794e-07 1.81176e-08 1.38473e-07 2.25145e-08 3.6875e-08 3.0447e-08 0 9.41992e-08 2.01587e-08 5.05264e-08 2.60378e-08 2.79193e-08 6.86694e-32 3.20239e-08 0 1.83588e-08 4.45155e-08 3.18487e-08 3.51308e-08 0 4.14096e-08 2.07144e-08 4.03893e-08 0 3.03509e-08 3.46962e-08 3.64534e-08 0 2.03731e-08 4.05579e-08 4.40477e-08 3.76818e-08 3.5774e-08 2.07715e-08 0 0 1.67788e-08 2.73459e-08 2.18406e-08 3.15862e-08 0 0 1.86727e-08 4.05875e-08 2.63231e-08 3.72673e-08 2.26089e-08 2.72576e-06 0 0 3.70078e-08 0 2.9555e-08 2.94043e-08 2.70633e-08 3.53955e-08 2.30635e-08 2.26031e-08 4.00505e-08 2.67973e-31 2.09624e-08 -------------------------------------------------------------- Initialization seed trial #886 of 1000; initialization seed = 493577111 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 722797 Distortion: 0.000230869 Distortions/cluster: 2.5908e-06 1.26271e-06 2.49188e-06 2.74379e-06 2.64733e-06 2.2356e-06 1.27749e-35 2.99829e-06 4.84001e-06 4.24351e-06 2.4033e-06 2.79185e-06 2.67063e-06 2.3149e-06 4.27414e-06 1.86657e-06 1.32336e-06 2.75454e-06 2.55616e-06 7.40044e-06 2.02774e-06 1.99992e-06 2.70204e-06 3.32345e-06 1.34511e-05 1.10851e-06 2.06333e-06 7.76697e-06 1.84146e-06 9.64317e-35 4.81569e-35 2.27083e-06 6.99665e-06 8.27698e-06 2.37044e-35 0 2.90311e-06 0 3.06099e-06 3.07743e-06 1.33105e-06 4.08534e-06 3.33104e-06 0 2.06849e-06 0 5.17859e-06 0 2.01899e-06 0 2.28263e-06 2.85499e-06 6.81819e-06 2.97199e-06 4.02425e-06 2.89699e-06 2.80973e-06 0 0 2.45381e-06 2.52654e-06 6.98399e-06 5.82845e-06 3.71481e-06 1.08283e-34 5.2781e-06 4.24481e-06 0 2.19294e-06 1.77657e-06 2.10712e-06 0 2.45348e-05 1.30153e-06 0 5.97311e-06 Variance: 3.95053e-08 Variances/cluster: 2.37667e-08 2.68639e-08 1.68356e-08 3.86415e-08 2.54521e-08 3.49291e-08 0 3.79501e-08 4.20732e-08 6.14945e-08 2.40303e-08 3.36337e-08 3.46805e-08 2.82281e-08 1.64378e-07 1.96459e-08 2.10038e-08 2.62314e-08 1.111e-07 3.79389e-08 3.11933e-08 3.57103e-08 2.87426e-08 2.172e-08 7.07844e-07 3.69475e-08 1.94637e-08 9.03049e-08 2.59337e-08 6.86694e-32 2.67973e-31 1.9744e-08 4.60158e-08 4.09616e-08 0 0 2.21592e-08 0 2.18623e-08 1.99816e-08 1.72843e-08 2.6019e-08 4.06189e-08 0 2.5223e-08 0 4.35033e-08 0 2.55545e-08 0 2.17374e-08 1.0977e-07 3.08414e-08 2.70157e-08 4.96671e-08 2.58633e-08 2.12839e-08 0 0 4.02227e-08 2.216e-08 4.25714e-08 4.19178e-08 5.30641e-08 0 3.99737e-08 4.82321e-08 0 2.33271e-08 3.55287e-08 2.8472e-08 0 2.72576e-06 1.9138e-08 0 3.33584e-08 -------------------------------------------------------------- Initialization seed trial #887 of 1000; initialization seed = 493577112 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 594575 Distortion: 0.00414695 Distortions/cluster: 1.68057e-06 2.92838e-06 3.23933e-06 3.42149e-06 3.90586e-06 2.34588e-06 1.03738e-06 4.28895e-06 2.785e-06 4.11463e-06 2.37044e-35 2.91365e-06 2.15393e-06 3.31063e-06 4.24094e-06 2.135e-06 2.55498e-06 4.73291e-06 2.86594e-06 4.29338e-06 2.53732e-06 1.61609e-06 1.59192e-05 5.02013e-06 0 1.40302e-06 1.53107e-06 0 3.12418e-06 2.45348e-05 4.24401e-06 3.83511e-06 2.08126e-06 3.22777e-06 4.2957e-06 5.01875e-06 6.42167e-06 3.57038e-06 1.45957e-06 6.41258e-06 2.95306e-06 3.28832e-06 2.94466e-06 0 0 5.23993e-06 0 5.27468e-06 2.37612e-06 0 1.21014e-06 3.91304e-06 0 8.64774e-07 4.81569e-35 3.80998e-06 4.01083e-06 0.00391362 4.29984e-06 0 2.31187e-06 4.56695e-06 0 4.19462e-06 4.17383e-06 8.29035e-06 5.03642e-06 2.16535e-06 0 2.76523e-06 4.43588e-06 9.64317e-35 0 0 0 0 Variance: 7.09608e-07 Variances/cluster: 1.93153e-08 2.61437e-08 3.76636e-08 2.02437e-08 2.71217e-08 2.23397e-08 2.30506e-08 3.24815e-08 2.84151e-08 2.70676e-08 0 3.0035e-08 2.1755e-08 2.73582e-08 4.03766e-08 2.2237e-08 3.27532e-08 2.8509e-08 1.873e-08 3.06643e-08 3.84323e-08 1.94688e-08 7.5794e-07 1.32065e-07 0 2.00414e-08 2.39201e-08 0 3.15469e-08 2.72576e-06 3.92835e-08 6.84613e-08 1.84161e-08 4.67751e-08 2.6026e-08 4.36376e-08 5.48813e-08 4.01034e-08 1.75831e-08 3.83954e-08 3.43273e-08 3.01653e-08 4.32894e-08 0 0 2.75761e-08 0 4.11951e-08 3.04603e-08 0 1.7794e-08 3.65583e-08 0 2.05874e-08 2.67973e-31 3.96841e-08 4.09243e-08 0.00391989 2.66983e-08 0 2.88959e-08 1.69132e-07 0 3.67831e-08 2.56042e-08 9.41992e-08 4.61913e-08 2.23208e-08 0 2.32352e-08 3.99509e-08 6.86694e-32 0 0 0 0 -------------------------------------------------------------- Initialization seed trial #888 of 1000; initialization seed = 493577113 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 722947 Distortion: 0.000230137 Distortions/cluster: 3.06778e-06 2.83154e-06 0 6.1503e-06 4.64813e-06 4.10175e-06 3.58887e-06 1.97786e-06 5.46633e-06 2.49508e-06 1.96099e-06 2.37044e-35 9.64317e-35 0 4.26283e-06 2.92809e-06 3.38607e-06 4.19126e-06 2.5921e-06 0 4.19654e-06 4.12487e-06 3.03506e-06 4.91159e-06 4.81569e-35 3.11832e-06 0 3.54091e-06 8.39942e-06 2.01129e-06 2.77551e-06 1.95418e-06 3.21589e-06 3.27071e-06 2.33406e-06 3.00226e-06 1.08283e-34 3.18336e-06 1.75474e-06 2.45348e-05 3.43829e-06 3.35023e-06 1.59192e-05 4.2361e-06 2.48565e-06 4.56695e-06 2.62357e-06 0 4.49238e-06 0 3.24704e-06 1.81108e-06 5.2913e-06 1.70854e-06 1.79981e-06 0 2.32702e-06 0 6.80348e-06 2.65011e-06 1.27749e-35 3.27333e-06 0 3.43201e-06 4.04983e-06 1.54561e-06 0 2.01791e-06 2.78249e-06 1.97555e-06 3.53305e-06 2.48989e-06 0 0 3.27892e-06 1.99494e-06 Variance: 3.938e-08 Variances/cluster: 3.98292e-08 1.8385e-08 0 2.99989e-08 2.81612e-08 5.85787e-08 3.66092e-08 3.40988e-08 3.08805e-08 3.28271e-08 2.51387e-08 0 6.86694e-32 0 4.17788e-08 3.4437e-08 4.6369e-08 4.06785e-08 2.37787e-08 0 2.87409e-08 3.1004e-08 3.29869e-08 2.69844e-08 2.67973e-31 3.08644e-08 0 2.62267e-08 9.43662e-08 3.59138e-08 2.66844e-08 2.38286e-08 2.97669e-08 2.36985e-08 2.68258e-08 2.97228e-08 0 2.79211e-08 2.11394e-08 2.72576e-06 2.12221e-08 2.16125e-08 7.5794e-07 3.78099e-08 4.68837e-08 1.69132e-07 2.57188e-08 0 3.4282e-08 0 4.91932e-08 2.05781e-08 1.35629e-07 1.89816e-08 2.02203e-08 0 1.84662e-08 0 3.06436e-08 3.63e-08 0 4.14309e-08 0 2.63915e-08 4.00852e-08 4.82962e-08 0 3.15271e-08 3.66089e-08 3.29149e-08 2.47045e-08 2.9639e-08 0 0 3.99834e-08 3.43923e-08 -------------------------------------------------------------- Initialization seed trial #889 of 1000; initialization seed = 493577114 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 498489 Distortion: 0.036113 Distortions/cluster: 2.53868e-06 5.81798e-06 3.13322e-06 5.30112e-06 4.35764e-06 2.61462e-06 3.06695e-06 2.95623e-06 3.15721e-06 1.61098e-06 2.37864e-06 1.77892e-06 4.42637e-06 1.08283e-34 3.29175e-06 3.1998e-06 1.59192e-05 3.62463e-06 2.24315e-06 2.51205e-06 1.62232e-06 2.52485e-06 4.35997e-06 3.1737e-06 2.10234e-06 2.41743e-06 2.5267e-06 4.10793e-06 1.73124e-06 6.84611e-06 2.04315e-06 2.88103e-06 4.46579e-06 2.65866e-06 2.37044e-35 2.52791e-06 0 1.27749e-35 0 5.15784e-06 3.91573e-06 4.56695e-06 0 6.32882e-06 0.000272566 2.50359e-06 2.45801e-06 2.45348e-05 0 0 2.41814e-06 3.13533e-06 2.49364e-06 3.03747e-06 1.59327e-06 0.0356196 2.02595e-06 2.18824e-06 2.89949e-06 0 2.68853e-06 1.97517e-06 0 2.44395e-06 0 3.63145e-06 1.84911e-06 1.94591e-06 0 2.66964e-06 4.42738e-06 0 1.98955e-06 5.90572e-06 2.18338e-06 0 Variance: 6.1795e-06 Variances/cluster: 2.28691e-08 2.7058e-08 4.81992e-08 2.7323e-08 2.94339e-08 2.09152e-08 2.3057e-08 1.81348e-08 2.8187e-08 1.15029e-07 3.65829e-08 3.35615e-08 4.5163e-08 0 3.32395e-08 5.15941e-08 7.5794e-07 2.8315e-08 2.608e-08 3.48781e-08 5.4073e-08 3.15579e-08 2.81196e-08 3.82247e-08 3.62449e-08 3.89874e-08 3.60848e-08 3.25919e-08 3.76238e-08 3.01564e-08 3.46266e-08 2.42082e-08 4.17225e-08 1.96915e-08 0 3.6634e-08 0 0 0 3.10683e-08 1.22326e-07 1.69132e-07 0 3.21232e-08 3.13264e-06 2.10364e-08 4.02819e-08 2.72576e-06 0 0 3.66274e-08 2.22345e-08 3.56202e-08 2.78643e-08 2.52873e-08 0.035575 3.32016e-08 3.64585e-08 3.29459e-08 0 3.58442e-08 2.14673e-08 0 3.75869e-08 0 3.59431e-08 3.08085e-08 2.99344e-08 0 2.42671e-08 2.47315e-08 0 2.96925e-08 3.15709e-08 2.04031e-08 0 -------------------------------------------------------------- Initialization seed trial #890 of 1000; initialization seed = 493577115 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 690856 Distortion: 0.000473164 Distortions/cluster: 3.26901e-06 3.28717e-06 1.08283e-34 8.72775e-06 4.18865e-06 2.36148e-06 2.66938e-06 3.40463e-06 9.85484e-06 9.64317e-35 1.29451e-06 3.21207e-06 3.20207e-06 2.64978e-06 3.52213e-06 2.41321e-06 5.40492e-06 3.33275e-06 2.19802e-06 2.73655e-06 4.40844e-06 2.85722e-06 2.95462e-06 5.3317e-06 4.25515e-06 2.62341e-06 3.21881e-06 1.68021e-06 2.92458e-06 2.36796e-06 4.25592e-06 5.9104e-06 2.49053e-06 2.48912e-06 3.14427e-06 1.27749e-35 2.85499e-06 2.98237e-06 3.94682e-06 2.89836e-06 2.37044e-35 0 2.69416e-06 5.25522e-06 2.0134e-06 0 0 0 2.75265e-06 2.12054e-06 2.26306e-06 2.61232e-06 2.70189e-06 0 0.000272435 1.79157e-06 5.45106e-06 0 2.43824e-06 1.60536e-06 3.69136e-06 0 3.50058e-06 3.04059e-06 3.27418e-06 2.50216e-06 4.27414e-06 2.36071e-06 0 1.48355e-06 3.30206e-06 2.10065e-06 2.43731e-06 0 3.73859e-06 0 Variance: 8.09657e-08 Variances/cluster: 3.67273e-08 5.30143e-08 0 4.25603e-08 2.75538e-08 3.06658e-08 3.607e-08 2.55965e-08 8.95767e-07 6.86694e-32 2.94114e-08 3.73373e-08 4.05291e-08 2.67631e-08 2.37953e-08 3.26081e-08 2.96877e-08 3.82949e-08 2.11329e-08 1.95451e-08 2.91923e-08 3.48327e-08 1.88175e-08 2.96108e-08 2.48817e-08 3.36226e-08 3.42324e-08 3.50022e-08 2.13454e-08 2.72156e-08 3.12908e-08 3.93959e-07 3.95204e-08 2.07409e-08 2.0549e-08 0 1.0977e-07 2.38569e-08 2.2296e-08 4.75098e-08 0 0 2.34255e-08 1.75159e-06 2.83553e-08 0 0 0 1.14655e-07 2.65045e-08 4.11425e-08 3.00241e-08 3.21624e-08 0 3.16754e-06 2.67372e-08 3.81072e-08 0 2.46257e-08 4.115e-08 2.97593e-08 0 3.88827e-08 3.75349e-08 2.7057e-08 3.67942e-08 1.64378e-07 3.68739e-08 0 2.7989e-08 3.58802e-08 5.38464e-08 3.808e-08 0 2.18605e-08 0 -------------------------------------------------------------- Initialization seed trial #891 of 1000; initialization seed = 493577116 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 499008 Distortion: 0.0358339 Distortions/cluster: 6.2879e-06 1.98578e-06 0 6.47232e-06 1.94996e-06 4.04213e-06 2.51351e-06 5.25522e-06 6.19974e-06 8.90291e-06 2.62654e-06 2.21111e-06 2.93745e-06 3.83692e-06 2.7833e-06 4.25897e-06 3.07511e-06 2.99311e-06 2.21071e-06 2.51329e-06 2.50728e-06 1.96157e-06 2.69366e-06 2.37044e-35 4.81569e-35 4.04112e-06 4.14202e-06 3.39752e-06 3.87622e-06 0 5.35394e-06 0 3.26517e-06 2.09298e-06 3.93053e-06 0 1.27749e-35 3.43921e-06 9.85484e-06 3.94501e-06 3.40976e-06 3.51576e-06 4.71051e-06 2.0355e-06 2.78486e-06 0 5.28109e-06 6.45786e-06 0 5.41967e-06 0 2.74589e-06 2.20462e-06 1.80667e-06 4.56695e-06 5.19811e-06 5.11242e-06 0 3.03737e-06 2.88968e-06 6.47865e-06 2.48071e-06 1.86306e-06 0.0356196 1.08283e-34 0 1.85267e-06 1.89944e-06 0 0 2.5799e-06 2.3269e-06 3.63064e-06 2.52892e-06 0 0 Variance: 6.13175e-06 Variances/cluster: 5.46726e-08 2.68323e-08 0 3.08104e-08 2.34913e-08 2.95016e-08 5.12915e-08 1.75159e-06 2.84366e-08 9.89109e-08 3.50091e-08 2.76365e-08 3.41534e-08 4.12537e-08 2.10838e-08 1.18266e-07 2.13531e-08 3.7411e-08 2.42914e-08 3.80771e-08 3.68694e-08 3.06467e-08 1.966e-08 0 2.67973e-31 2.40519e-08 3.90629e-08 3.90394e-08 3.2299e-08 0 4.46028e-08 0 3.23256e-08 2.90666e-08 3.96892e-08 0 0 5.20935e-08 8.95767e-07 2.33412e-08 2.35128e-08 3.31647e-08 2.73843e-08 2.48202e-08 2.35984e-08 0 2.94936e-08 4.0355e-07 0 5.6436e-08 0 3.19186e-08 1.90032e-08 2.15061e-08 1.69132e-07 3.18799e-08 4.02423e-08 0 2.30083e-08 2.25737e-08 3.90156e-08 4.2757e-08 3.65273e-08 0.035575 0 0 3.63246e-08 2.0871e-08 0 0 2.01531e-08 2.6439e-08 2.8142e-08 3.77325e-08 0 0 -------------------------------------------------------------- Initialization seed trial #892 of 1000; initialization seed = 493577117 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 592035 Distortion: 0.00439176 Distortions/cluster: 1.75063e-06 9.85484e-06 9.95556e-07 3.2514e-06 1.21203e-05 1.30383e-06 1.52296e-06 2.00617e-06 1.69984e-06 2.83205e-06 3.14878e-06 1.39087e-06 2.97678e-06 5.9104e-06 1.13257e-06 9.15263e-07 9.64317e-35 3.42022e-06 1.62526e-06 2.08608e-06 3.56104e-06 2.08905e-06 3.80042e-06 7.20117e-06 2.79549e-06 2.88965e-06 4.09284e-06 5.1527e-06 4.4947e-06 4.04977e-06 2.37044e-35 4.20471e-06 2.59692e-06 0 0.000268363 2.74729e-06 6.21261e-06 0 3.29151e-06 0 2.41685e-06 0 4.12883e-06 6.27314e-06 0 0 4.17596e-06 3.52656e-06 2.22308e-06 2.47324e-06 2.93598e-06 2.40333e-06 5.25522e-06 1.1381e-06 1.71497e-06 5.93716e-06 1.08209e-06 3.37915e-06 4.56429e-06 0 0 0.00391362 9.19884e-06 3.73133e-06 2.02683e-06 1.36542e-06 2.69981e-06 2.33859e-06 0 0 5.97999e-06 4.79817e-06 0 0 2.56852e-06 2.31707e-06 Variance: 7.51499e-07 Variances/cluster: 2.0839e-08 8.95767e-07 1.95186e-08 3.15642e-08 4.29657e-08 1.69309e-08 2.3073e-08 2.5717e-08 1.55935e-08 3.72604e-08 2.18646e-08 2.39778e-08 1.92034e-08 3.93959e-07 1.57283e-08 1.86771e-08 6.86694e-32 2.34241e-08 1.64154e-08 2.67414e-08 5.08568e-08 3.4806e-08 3.76156e-08 1.67455e-07 3.03831e-08 4.31149e-08 3.35369e-08 4.18783e-08 2.77422e-08 4.40157e-08 0 4.24682e-08 2.54578e-08 0 4.25931e-06 2.95381e-08 3.93078e-08 0 2.5915e-08 0 2.13862e-08 0 2.30641e-08 5.14036e-08 0 0 3.72821e-08 2.39879e-08 1.30756e-07 2.84255e-08 3.58018e-08 3.64021e-08 1.75159e-06 1.96206e-08 2.44975e-08 5.44646e-08 1.7451e-08 3.83868e-08 4.85533e-08 0 0 0.00391989 3.27254e-08 3.73012e-08 1.80945e-08 2.0078e-08 2.23106e-08 2.10665e-08 0 0 1.45805e-07 3.37872e-08 0 0 3.95036e-08 3.00892e-08 -------------------------------------------------------------- Initialization seed trial #893 of 1000; initialization seed = 493577118 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 56 BIC score: 499090 Distortion: 0.0361024 Distortions/cluster: 2.10993e-06 4.56695e-06 1.81189e-06 1.50339e-06 4.93539e-06 9.85484e-06 2.74735e-06 2.16132e-06 2.23228e-06 1.64112e-06 9.68374e-06 1.08283e-34 1.7904e-06 0 2.40787e-06 5.2141e-06 2.64047e-06 2.16516e-06 2.07413e-06 1.57846e-06 1.487e-05 2.3001e-06 2.14799e-06 2.37044e-35 0.000272219 0 0 2.49138e-06 1.17491e-06 5.25522e-06 6.9249e-06 1.21443e-05 1.87487e-06 1.27749e-35 5.29531e-06 1.38175e-06 0 2.43367e-06 2.29076e-06 2.13998e-06 4.99623e-06 1.53002e-06 7.6907e-06 2.65972e-06 0 0.0356196 2.29375e-06 0 0 7.17576e-06 2.62545e-06 0 2.28929e-06 3.83265e-06 0 4.88511e-06 0 5.41199e-06 2.33845e-06 0 4.29707e-06 5.15172e-06 2.53576e-06 1.54654e-06 6.2844e-06 2.64032e-06 1.76168e-06 3.211e-06 2.83705e-06 1.71405e-06 3.83935e-06 1.10528e-06 0 0 2.16288e-06 0 Variance: 6.17769e-06 Variances/cluster: 2.63715e-08 1.69132e-07 2.48183e-08 1.59921e-08 2.44305e-08 8.95767e-07 2.3888e-08 3.2256e-08 1.48803e-07 2.07718e-08 4.40029e-08 0 3.25497e-08 0 2.61702e-08 4.57227e-08 3.77187e-08 5.1547e-08 2.46897e-08 1.53235e-08 4.24717e-08 2.73797e-08 2.46866e-08 0 3.20226e-06 0 0 1.90159e-08 3.01232e-08 1.75159e-06 5.01648e-08 3.66779e-08 2.53339e-08 0 4.07257e-07 3.00353e-08 0 3.04183e-08 2.20239e-08 2.07747e-08 3.08378e-08 2.50803e-08 5.15999e-08 3.40962e-08 0 0.035575 2.01185e-08 0 0 4.37405e-08 2.91691e-08 0 2.28909e-08 4.25818e-08 0 2.62617e-08 0 4.43464e-08 1.99845e-08 0 2.49804e-08 4.29169e-08 3.4264e-08 1.73753e-08 1.49579e-07 3.06986e-08 2.6689e-08 2.29337e-08 1.97e-08 1.8429e-08 3.99898e-08 2.98698e-08 0 0 4.00499e-08 0 -------------------------------------------------------------- Initialization seed trial #894 of 1000; initialization seed = 493577119 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 61 BIC score: 723181 Distortion: 0.000228642 Distortions/cluster: 3.05699e-06 2.51811e-06 2.33927e-06 3.57671e-06 4.83276e-06 1.59192e-05 5.23279e-06 3.00124e-06 3.2324e-06 2.22203e-06 2.96233e-06 2.3398e-06 2.87355e-06 2.72951e-06 4.02587e-06 1.34841e-06 2.18374e-06 4.7921e-06 2.06451e-06 2.73107e-06 9.64317e-35 2.83077e-06 3.79566e-06 2.37044e-35 0 2.36866e-06 1.08283e-34 3.46521e-06 0 6.02313e-06 2.12942e-06 3.19588e-06 2.66847e-06 2.74743e-06 1.27749e-35 6.99904e-06 4.71004e-06 1.95285e-06 3.20264e-06 7.26974e-06 2.45348e-05 2.74665e-06 2.32097e-06 0 3.76282e-06 2.82939e-06 2.69387e-06 7.76697e-06 2.75265e-06 1.92103e-06 0 0 2.85499e-06 3.5338e-06 2.5336e-06 4.81569e-35 4.44322e-06 0 2.95143e-06 0 0 2.5338e-06 2.69799e-06 3.67295e-06 0 3.93872e-06 2.01335e-06 2.872e-06 2.56965e-06 4.27414e-06 0 2.79158e-06 3.00887e-06 3.28174e-06 0 0 Variance: 3.91243e-08 Variances/cluster: 3.59624e-08 2.56927e-08 5.19797e-08 2.57296e-08 3.92779e-08 7.5794e-07 4.02392e-08 2.04142e-08 3.59039e-08 2.9624e-08 2.8758e-08 3.24944e-08 3.50402e-08 2.2371e-08 3.94563e-08 2.2852e-08 2.27453e-08 3.5494e-08 2.15034e-08 3.74087e-08 6.86694e-32 2.17725e-08 3.61383e-08 0 0 2.78641e-08 0 2.24994e-08 0 2.95154e-08 2.02781e-08 3.39959e-08 2.7226e-08 2.61635e-08 0 3.42979e-08 3.01827e-08 2.03398e-08 3.76657e-08 4.2749e-08 2.72576e-06 3.52107e-08 1.85661e-08 0 5.37498e-08 2.00648e-08 3.16897e-08 9.03049e-08 1.14655e-07 2.49456e-08 0 0 1.0977e-07 2.07853e-08 2.43591e-08 2.67973e-31 3.86245e-08 0 4.0418e-08 0 0 2.22243e-08 2.93234e-08 3.56565e-08 0 4.74502e-08 2.45509e-08 2.24355e-08 3.66971e-08 1.64378e-07 0 2.23307e-08 3.10165e-08 4.82464e-08 0 0 -------------------------------------------------------------- Initialization seed trial #895 of 1000; initialization seed = 493577120 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 498631 Distortion: 0.0358307 Distortions/cluster: 2.45731e-06 1.62277e-06 1.40616e-06 3.0707e-06 3.90821e-06 1.08283e-34 1.89521e-06 5.32829e-06 2.3501e-06 3.41315e-06 3.18469e-06 4.56695e-06 0.0356196 6.45786e-06 5.17922e-06 2.64651e-06 1.98158e-06 1.93572e-06 2.42642e-06 3.20373e-06 2.80757e-06 2.73535e-06 2.37044e-35 1.96723e-06 2.98832e-06 1.98523e-06 2.70821e-06 0 2.54085e-06 8.29035e-06 2.12719e-06 2.6267e-06 2.38117e-06 0 2.0349e-06 2.47139e-06 2.97523e-06 5.2913e-06 4.16036e-06 2.90127e-06 0 1.93305e-06 3.72568e-06 9.85484e-06 4.81569e-35 4.86089e-06 0 4.15824e-06 1.27749e-35 4.74427e-06 0 2.03651e-06 2.92249e-06 4.47833e-06 4.52874e-06 4.57045e-06 5.08935e-06 0 4.39203e-06 1.64221e-06 2.24525e-06 5.54836e-06 1.74725e-06 1.6931e-06 5.49397e-06 0 5.38026e-06 5.58247e-06 3.09927e-06 0 2.15528e-06 1.93179e-06 0 2.04535e-06 5.25522e-06 0 Variance: 6.13119e-06 Variances/cluster: 3.561e-08 1.78306e-08 2.23176e-08 2.45634e-08 4.70711e-08 0 1.89504e-08 3.01007e-08 2.55416e-08 2.42046e-08 2.41241e-08 1.69132e-07 0.035575 4.0355e-07 4.35099e-08 2.62e-08 2.08564e-08 3.51926e-08 2.85437e-08 4.10699e-08 2.24579e-08 2.01105e-08 0 2.93589e-08 3.17802e-08 2.71924e-08 2.06715e-08 0 3.96972e-08 9.41992e-08 2.47327e-08 3.36726e-08 3.60761e-08 0 4.84464e-08 3.68835e-08 4.19009e-08 1.35629e-07 2.84862e-08 4.75576e-08 0 1.68076e-08 3.87972e-08 8.95767e-07 2.67973e-31 4.08345e-08 0 2.36243e-08 0 3.22634e-08 0 2.23772e-08 3.39794e-08 2.66544e-08 4.11568e-08 6.01193e-08 3.10298e-08 0 4.2627e-08 1.76566e-08 2.87827e-08 2.91923e-08 1.85861e-08 2.52679e-08 3.30855e-08 0 4.44506e-08 4.13383e-08 2.79189e-08 0 2.15509e-08 2.88303e-08 0 2.46404e-08 1.75159e-06 0 -------------------------------------------------------------- Initialization seed trial #896 of 1000; initialization seed = 493577121 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 71 BIC score: 690959 Distortion: 0.000472546 Distortions/cluster: 6.76696e-06 2.55616e-06 3.05678e-06 0 3.02432e-06 4.27414e-06 2.22986e-06 1.55333e-06 2.00127e-06 3.0573e-06 1.27749e-35 1.89157e-06 5.25522e-06 2.96854e-06 3.8374e-06 4.50408e-06 2.70507e-06 2.07483e-06 2.4694e-06 9.64317e-35 2.37044e-35 5.58964e-06 1.61784e-06 0.000272435 2.56497e-06 2.25287e-06 2.60188e-06 2.11592e-06 3.70237e-06 1.08283e-34 4.82249e-06 3.3493e-06 2.25667e-06 1.91481e-06 2.79495e-06 2.85499e-06 4.87295e-06 3.01422e-06 3.10066e-06 0 2.99085e-06 2.40389e-06 7.6179e-06 2.19155e-06 2.07493e-06 2.72743e-06 3.46376e-06 1.89188e-06 0 2.73536e-06 1.90146e-06 9.85484e-06 0 1.68378e-06 0 0 1.82238e-06 2.27183e-06 5.20469e-06 5.30164e-06 2.46542e-06 0 5.39917e-06 0 6.08794e-06 3.09777e-06 3.07305e-06 0 0 5.36057e-06 1.94362e-06 2.06059e-06 5.85723e-06 3.12929e-06 1.84612e-06 0 Variance: 8.08601e-08 Variances/cluster: 3.75821e-08 1.111e-07 4.02172e-08 0 2.49917e-08 1.64378e-07 3.71613e-08 2.25098e-08 2.50134e-08 2.07955e-08 0 2.59096e-08 1.75159e-06 2.16663e-08 3.99606e-08 4.09327e-08 3.10899e-08 1.85237e-08 2.65503e-08 6.86694e-32 0 3.99189e-07 2.60918e-08 3.16754e-06 2.56466e-08 1.4079e-07 2.85896e-08 3.02247e-08 2.35799e-08 0 2.99434e-08 2.34194e-08 1.88039e-08 2.58736e-08 2.38864e-08 1.0977e-07 4.27309e-08 3.86415e-08 2.33112e-08 0 2.71871e-08 2.14614e-08 5.077e-08 3.77828e-08 3.09667e-08 3.73588e-08 2.35602e-08 3.94103e-08 0 2.42046e-08 2.53505e-08 8.95767e-07 0 4.43061e-08 0 0 1.73545e-08 2.87547e-08 4.12935e-08 2.8191e-08 2.0716e-08 0 4.25005e-08 0 4.61058e-08 3.40384e-08 2.10465e-08 0 0 3.22821e-08 2.13565e-08 4.79166e-08 3.95631e-08 2.07214e-08 2.17171e-08 0 -------------------------------------------------------------- Initialization seed trial #897 of 1000; initialization seed = 493577122 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 722395 Distortion: 0.000233979 Distortions/cluster: 2.41762e-06 2.5087e-06 1.08283e-34 1.83115e-06 2.3095e-06 2.25868e-06 2.45626e-06 2.37044e-35 1.83716e-06 4.5064e-06 6.31681e-06 2.37618e-06 2.9291e-06 2.19636e-06 6.70961e-06 1.26391e-06 2.55704e-06 3.42298e-06 3.39583e-06 1.6066e-06 4.81569e-35 1.66487e-06 1.73494e-06 2.62124e-06 1.70478e-06 3.25086e-06 4.00316e-06 3.51958e-06 5.62465e-06 2.06693e-06 1.31205e-05 5.3908e-06 4.77814e-06 2.91592e-06 9.64317e-35 3.62382e-06 2.61515e-06 3.29017e-06 2.82973e-06 1.40657e-06 2.19086e-06 1.59192e-05 3.30118e-06 3.01981e-06 2.88818e-06 3.88045e-06 2.23298e-06 0 1.09543e-05 0 5.31379e-06 2.45348e-05 1.91891e-06 1.49331e-06 0 2.82695e-06 1.83043e-06 1.27749e-35 5.73885e-06 3.71811e-06 2.86199e-06 1.66759e-06 2.50964e-06 0 2.66123e-06 0 0 5.83568e-06 0 0 0 0 0 0 3.75473e-06 3.86383e-06 Variance: 4.00374e-08 Variances/cluster: 3.02171e-08 2.25982e-08 0 4.94862e-08 1.94059e-08 2.68866e-08 3.66584e-08 0 2.26782e-08 3.81774e-08 4.89528e-08 2.35244e-08 2.61502e-08 3.18285e-08 4.27226e-08 1.73119e-08 2.72002e-08 2.25176e-08 2.39119e-08 1.74615e-08 2.67973e-31 1.6987e-08 3.46957e-08 2.52012e-08 3.47892e-08 4.71097e-08 4.16959e-08 1.06645e-07 4.53456e-08 2.00649e-08 4.25851e-08 7.92686e-08 4.30322e-08 2.29577e-08 6.86694e-32 3.6601e-08 2.78184e-08 2.00602e-08 3.98519e-08 2.42491e-08 3.53338e-08 7.5794e-07 3.05638e-08 2.60306e-08 3.24486e-08 3.69448e-08 1.59484e-07 0 3.37987e-08 0 4.28391e-08 2.72576e-06 1.91869e-08 2.0178e-08 0 2.71799e-08 2.40824e-08 0 4.3462e-08 5.02295e-08 2.95025e-08 2.77907e-08 2.34526e-08 0 3.50135e-08 0 0 1.42286e-07 0 0 0 0 0 0 2.82286e-08 2.34151e-08 -------------------------------------------------------------- Initialization seed trial #898 of 1000; initialization seed = 493577123 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 68 BIC score: 726769 Distortion: 0.000212371 Distortions/cluster: 2.58179e-06 5.25522e-06 2.47335e-06 9.85484e-06 4.56695e-06 4.39632e-06 3.47141e-06 2.43747e-06 4.00401e-06 3.46354e-06 4.30457e-06 5.5155e-06 1.76883e-06 4.57323e-06 1.16107e-06 1.08283e-34 2.19991e-06 2.25962e-06 0 9.64317e-35 2.37044e-35 2.69112e-06 1.27749e-35 3.38737e-06 3.69258e-06 1.74197e-06 3.65385e-06 2.76538e-06 0 0 5.61834e-06 1.22208e-06 3.75333e-06 0 3.36763e-06 0 6.32222e-06 3.89445e-06 3.08267e-06 1.0818e-05 2.44704e-06 4.22006e-06 3.1296e-06 3.91126e-06 5.9104e-06 5.28307e-06 8.55988e-06 2.39852e-06 2.22308e-06 3.49118e-06 0 4.90515e-06 1.89351e-06 2.34601e-06 2.75208e-06 0 0 3.13301e-06 0 0 0 1.94357e-06 0 1.46591e-06 2.55122e-06 5.74587e-06 3.84066e-06 3.19439e-06 4.27892e-06 3.91005e-06 4.81569e-35 0 2.43766e-06 1.98213e-06 3.02846e-06 1.08984e-06 Variance: 3.634e-08 Variances/cluster: 1.88436e-08 1.75159e-06 2.68819e-08 8.95767e-07 1.69132e-07 4.2679e-08 4.03617e-08 2.6783e-08 3.5747e-08 2.37206e-08 3.91196e-08 1.37842e-07 1.86171e-08 3.36239e-08 1.90316e-08 0 3.3834e-08 2.30553e-08 0 6.86694e-32 0 2.7458e-08 0 2.84628e-08 3.92698e-08 2.0492e-08 2.29781e-08 3.89455e-08 0 0 4.06994e-08 1.67388e-08 2.12034e-08 0 3.74069e-08 0 3.76202e-08 2.25093e-08 2.77694e-08 4.37832e-08 2.74924e-08 2.37061e-08 1.87385e-08 4.11686e-08 3.93959e-07 3.26009e-08 9.61687e-08 5.10279e-08 1.30756e-07 3.20187e-08 0 4.58281e-08 2.74389e-08 2.49552e-08 2.27424e-08 0 0 2.56776e-08 0 0 0 2.34137e-08 0 2.09394e-08 2.96627e-08 2.9306e-08 3.84036e-08 4.25778e-08 5.15377e-08 2.29983e-08 2.67973e-31 0 4.13027e-08 1.7385e-08 3.64846e-08 2.72427e-08 -------------------------------------------------------------- Initialization seed trial #899 of 1000; initialization seed = 493577124 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 498478 Distortion: 0.0358265 Distortions/cluster: 1.7298e-06 1.7812e-06 3.91595e-06 0 4.21557e-06 2.19873e-06 4.48639e-06 4.55063e-06 2.24613e-06 3.32182e-06 1.56329e-06 3.08626e-06 2.1753e-06 2.40958e-06 2.37044e-35 2.3127e-06 1.91439e-06 1.90906e-06 2.08108e-06 2.37699e-06 1.65893e-06 6.45786e-06 2.85591e-06 0 4.15528e-06 2.60354e-06 9.85484e-06 3.22151e-06 4.81569e-35 5.25522e-06 2.85499e-06 3.24642e-06 3.74956e-06 2.57431e-06 7.76697e-06 2.98034e-06 2.49188e-06 1.27749e-35 3.01435e-06 3.13487e-06 3.00202e-06 4.73423e-06 2.77923e-06 2.55616e-06 1.57238e-06 2.18324e-06 0.0356196 1.08283e-34 0 2.39011e-06 2.14013e-06 0 2.75161e-06 3.40212e-06 3.66505e-06 6.06505e-06 3.42977e-06 1.4959e-06 5.41446e-06 2.39627e-06 1.70883e-06 2.37212e-06 4.34051e-06 4.17306e-06 3.04595e-06 0 0 3.69205e-06 2.99571e-06 3.14816e-06 4.35685e-06 0 0 4.27414e-06 3.90556e-06 2.80054e-06 Variance: 6.13047e-06 Variances/cluster: 2.03481e-08 2.43978e-08 3.69319e-08 0 5.4041e-08 2.13448e-08 3.03036e-08 3.15912e-08 2.99459e-08 3.68969e-08 2.11236e-08 3.90536e-08 2.68532e-08 2.07704e-08 0 3.2118e-08 2.20018e-08 2.68855e-08 1.82529e-08 2.76362e-08 2.55198e-08 4.0355e-07 2.59606e-08 0 4.03293e-08 2.41044e-08 8.95767e-07 2.31743e-08 2.67973e-31 1.75159e-06 1.0977e-07 3.21322e-08 2.30014e-08 2.38337e-08 9.03049e-08 2.78445e-08 3.27851e-08 0 3.76674e-08 2.54845e-08 3.61666e-08 2.29797e-08 3.75543e-08 1.111e-07 2.66482e-08 2.87241e-08 0.035575 0 0 2.17264e-08 3.39677e-08 0 3.23689e-08 3.40182e-08 2.6365e-08 3.00151e-08 4.89924e-08 2.53513e-08 4.29577e-08 2.01344e-08 2.05865e-08 3.88843e-08 2.45205e-08 4.58435e-08 3.34616e-08 0 0 2.1716e-08 4.34028e-08 3.79172e-08 3.1799e-08 0 0 1.64378e-07 4.43776e-08 3.78327e-08 -------------------------------------------------------------- Initialization seed trial #900 of 1000; initialization seed = 493577125 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 28 BIC score: 726794 Distortion: 0.000211957 Distortions/cluster: 2.31203e-06 1.27749e-35 1.95784e-06 3.73949e-06 3.05977e-06 3.78697e-06 4.67209e-06 2.37044e-35 3.30786e-06 4.40293e-06 2.83431e-06 0 3.11478e-06 4.34996e-06 5.29484e-06 1.08283e-34 4.37296e-06 1.94655e-06 2.85159e-06 3.16951e-06 2.59541e-06 0 3.27737e-06 5.60057e-06 3.11438e-06 4.44171e-06 0 4.81569e-35 9.64317e-35 3.64049e-06 3.53843e-06 0 5.25522e-06 2.68666e-06 2.91286e-06 3.15292e-06 5.38401e-06 0 3.52742e-06 0 3.41451e-06 4.5672e-06 3.43523e-06 4.2417e-06 0 3.68608e-06 2.5897e-06 0 2.86491e-06 2.65115e-06 2.8364e-06 3.58841e-06 2.61826e-06 3.41578e-06 4.13788e-06 4.4248e-06 1.9692e-06 2.52958e-06 1.64273e-06 1.95451e-06 1.75537e-06 3.92924e-06 5.68873e-06 0 4.5625e-06 4.62366e-06 3.41438e-06 5.31774e-06 2.67875e-06 2.80459e-06 0 0 6.45786e-06 9.85484e-06 0 0 Variance: 3.62691e-08 Variances/cluster: 3.16613e-08 0 2.06065e-08 4.01965e-08 6.11749e-08 2.17623e-08 3.09379e-08 0 2.56401e-08 4.03806e-08 2.98324e-08 0 3.53837e-08 3.22192e-08 1.3572e-07 0 4.24533e-08 2.90503e-08 2.90953e-08 2.85517e-08 2.35925e-08 0 3.56205e-08 3.41385e-08 4.7899e-08 3.17161e-08 0 2.67973e-31 6.86694e-32 1.10307e-07 4.11411e-08 0 1.75159e-06 3.12373e-08 1.95477e-08 1.8545e-08 7.91687e-08 0 2.77726e-08 0 2.84515e-08 2.22771e-08 3.85948e-08 3.62509e-08 0 4.14041e-08 3.36216e-08 0 2.04612e-08 3.53459e-08 3.25917e-08 5.35538e-08 3.68648e-08 4.01821e-08 2.36429e-08 2.80026e-08 3.33652e-08 1.58085e-07 3.65018e-08 2.12425e-08 1.92876e-08 2.58418e-08 3.30634e-08 0 2.49292e-08 3.6986e-08 3.83523e-08 4.32193e-08 2.30899e-08 2.59653e-08 0 0 4.0355e-07 8.95767e-07 0 0 -------------------------------------------------------------- Initialization seed trial #901 of 1000; initialization seed = 493577126 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 499039 Distortion: 0.035852 Distortions/cluster: 3.31839e-06 4.75398e-06 4.74684e-06 2.96149e-06 3.34356e-06 3.21839e-06 2.74376e-06 7.89415e-06 1.59192e-05 2.15141e-06 2.91117e-06 4.85782e-06 2.45348e-05 4.03899e-06 2.22337e-06 1.96191e-06 4.49194e-06 2.65398e-06 1.31831e-06 3.24888e-06 2.63128e-06 2.0483e-06 7.11174e-06 0 2.55616e-06 4.50424e-06 4.81569e-35 7.41073e-06 2.39879e-06 1.55852e-06 2.23547e-06 6.27419e-06 2.37044e-35 0 3.92746e-06 0 1.83231e-06 1.27749e-35 0 1.59468e-06 0 2.0693e-06 6.25044e-06 2.85499e-06 2.61653e-06 2.19044e-06 3.07975e-06 1.93014e-06 0.0356196 5.70823e-06 1.68736e-06 1.39026e-06 5.37339e-06 0 3.13852e-06 0 4.62889e-06 2.54738e-06 3.232e-06 0 3.7155e-06 4.27414e-06 0 0 1.85071e-06 1.08283e-34 0 1.9404e-06 0 0 5.46509e-06 4.62155e-06 3.09747e-06 7.09963e-06 2.29255e-06 0 Variance: 6.13484e-06 Variances/cluster: 3.99772e-08 2.88095e-08 2.87662e-08 3.29025e-08 2.57174e-08 3.97201e-08 2.61288e-08 9.07286e-08 7.5794e-07 2.53085e-08 3.46538e-08 2.77565e-08 2.72576e-06 4.03766e-08 2.49787e-08 2.97233e-08 3.87109e-08 2.30761e-08 2.31257e-08 2.75297e-08 3.50811e-08 1.89641e-08 4.49966e-08 0 1.111e-07 3.3362e-08 2.67973e-31 3.70414e-08 3.42655e-08 1.87751e-08 1.94372e-08 4.54506e-08 0 0 4.13391e-08 0 2.3191e-08 0 0 2.0184e-08 0 1.79923e-08 3.76411e-08 1.0977e-07 3.53557e-08 1.84048e-08 4.10597e-08 2.53944e-08 0.035575 2.78426e-08 1.96182e-08 1.73762e-08 3.62947e-08 0 2.802e-08 0 3.92154e-08 2.57287e-08 2.42984e-08 0 4.95356e-08 1.64378e-07 0 0 5.00148e-08 0 0 1.88372e-08 0 0 4.13899e-08 4.66676e-08 2.43874e-08 2.93277e-08 2.69688e-08 0 -------------------------------------------------------------- Initialization seed trial #902 of 1000; initialization seed = 493577127 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 723550 Distortion: 0.000227762 Distortions/cluster: 2.94678e-06 6.751e-06 4.95378e-06 1.73203e-06 2.57638e-06 2.84248e-06 4.39298e-06 3.69146e-06 3.68464e-06 3.77565e-06 2.57526e-06 1.08283e-34 2.55689e-06 3.44415e-06 2.7139e-06 1.27749e-35 3.80293e-06 3.08984e-06 2.37044e-35 3.20685e-06 1.95897e-06 3.87506e-06 3.77069e-06 4.96111e-06 2.2899e-06 5.75479e-06 9.8605e-06 4.93831e-06 2.89265e-06 4.32351e-06 2.53154e-06 3.12661e-06 2.31792e-06 3.53393e-06 3.33949e-06 3.54564e-06 2.09269e-06 2.6495e-06 2.91106e-06 4.27414e-06 0 1.49888e-05 4.81569e-35 2.2948e-06 9.64317e-35 2.47385e-06 1.06589e-06 3.20004e-06 0 0 2.23488e-06 0 3.48527e-06 4.28223e-06 3.2649e-06 3.07362e-06 3.06871e-06 0 0 3.61751e-06 0 4.71295e-06 2.50645e-06 0 4.8153e-06 0 3.48908e-06 1.67219e-05 0 2.99313e-06 0 3.75355e-06 4.89716e-06 0 3.13741e-06 0 Variance: 3.89737e-08 Variances/cluster: 3.59342e-08 4.44106e-08 3.17447e-08 4.94824e-08 1.9225e-08 1.18397e-07 3.35231e-08 3.92579e-08 2.54091e-08 2.3595e-08 3.96075e-08 0 2.38938e-08 2.04985e-08 3.61822e-08 0 3.5866e-08 2.83448e-08 0 2.16656e-08 2.54383e-08 2.65327e-08 2.90027e-08 3.19967e-08 3.63444e-08 6.18738e-08 1.09551e-07 4.0799e-08 3.66039e-08 1.66232e-07 4.86799e-08 2.97747e-08 3.31102e-08 3.7196e-08 2.16831e-08 2.42827e-08 3.21845e-08 2.17153e-08 4.15738e-08 1.64378e-07 0 2.49796e-06 2.67973e-31 2.90452e-08 6.86694e-32 2.91007e-08 3.32978e-08 2.71166e-08 0 0 3.49085e-08 0 3.41665e-08 2.78043e-08 2.8388e-08 1.9701e-08 3.03805e-08 0 0 4.1577e-08 0 2.4673e-08 3.25487e-08 0 3.59236e-08 0 3.0603e-08 9.28839e-07 0 3.78752e-08 0 2.19487e-08 4.07966e-08 0 4.07324e-08 0 -------------------------------------------------------------- Initialization seed trial #903 of 1000; initialization seed = 493577128 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 722828 Distortion: 0.000231932 Distortions/cluster: 0 1.89393e-06 3.07638e-06 4.84356e-06 8.60822e-06 2.20482e-06 2.33171e-06 2.36931e-06 3.57592e-06 2.63968e-06 1.62282e-06 3.28808e-06 9.64317e-35 1.71464e-06 4.11501e-06 3.55121e-06 1.94894e-06 4.26304e-06 2.05051e-06 1.70599e-06 5.97437e-06 7.89415e-06 1.08283e-34 3.04501e-06 1.84343e-06 3.26711e-06 1.59192e-05 5.70838e-06 2.56618e-06 2.94876e-06 4.91189e-06 2.55616e-06 2.85499e-06 1.93108e-06 2.37044e-35 4.27414e-06 4.70464e-06 0 1.98055e-06 5.30004e-06 2.35973e-06 0 8.91476e-06 1.87528e-06 2.08045e-06 0 3.18238e-06 4.81569e-35 3.48264e-06 5.31543e-06 0 0 0 1.81626e-06 2.72419e-06 1.98085e-06 4.24243e-06 2.13e-06 3.2259e-06 2.64602e-06 0 0 3.56566e-06 0 0 4.21915e-06 2.61273e-06 2.17005e-06 2.8334e-06 0 0 1.27749e-35 3.11285e-06 5.90096e-06 2.45348e-05 3.52232e-06 Variance: 3.96872e-08 Variances/cluster: 0 2.66726e-08 2.54224e-08 4.28596e-08 3.75784e-08 2.06035e-08 1.97585e-08 2.92483e-08 4.06319e-08 2.6133e-08 4.77257e-08 3.69425e-08 6.86694e-32 2.6376e-08 2.95947e-08 2.71061e-08 3.82116e-08 2.47829e-08 2.07104e-08 2.70768e-08 2.97135e-08 9.07286e-08 0 4.34861e-08 3.29155e-08 3.71143e-08 7.5794e-07 4.25862e-08 1.91483e-08 2.06189e-08 2.6986e-08 1.111e-07 1.0977e-07 2.97064e-08 0 1.64378e-07 4.23702e-08 0 3.60073e-08 3.13584e-08 2.87747e-08 0 4.18395e-08 2.50009e-08 2.01962e-08 0 2.94641e-08 2.67973e-31 2.32156e-08 4.05636e-08 0 0 0 1.74625e-08 3.16738e-08 2.5723e-08 4.93156e-08 3.49065e-08 2.05453e-08 2.24213e-08 0 0 3.96054e-08 0 0 2.45278e-08 2.66575e-08 4.33974e-08 3.58628e-08 0 0 0 2.37598e-08 4.09655e-08 2.72576e-06 5.10435e-08 -------------------------------------------------------------- Initialization seed trial #904 of 1000; initialization seed = 493577129 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 594526 Distortion: 0.00412287 Distortions/cluster: 5.42192e-06 5.1664e-06 3.19771e-06 4.41619e-06 3.38464e-06 4.26189e-07 7.69046e-06 5.14413e-06 4.53791e-06 1.28651e-06 4.91095e-06 1.99544e-06 9.85484e-06 3.01772e-06 4.85244e-06 3.86985e-06 2.21923e-06 0.00391362 2.05226e-06 1.85308e-06 4.10973e-06 2.31436e-06 3.46904e-06 6.45786e-06 3.89086e-06 2.37044e-35 4.86196e-06 2.37757e-06 2.89775e-06 2.5295e-06 3.30095e-06 2.44145e-06 1.94912e-06 2.10303e-06 2.59482e-06 2.60364e-06 2.24956e-06 5.25522e-06 2.01229e-06 9.64317e-35 1.52022e-06 0 4.81569e-35 3.45808e-06 0 0 3.38527e-06 2.91166e-06 0 0 0 4.24944e-06 2.85561e-06 1.54712e-06 0 3.06913e-06 0 1.94373e-06 5.59773e-06 6.31246e-06 2.06031e-06 1.73096e-06 2.54746e-06 2.13709e-06 2.3422e-06 2.59408e-06 3.52036e-06 2.86897e-06 5.08273e-06 2.49761e-06 0 2.37479e-06 2.51132e-06 2.18776e-06 2.7157e-06 2.51059e-06 Variance: 7.05488e-07 Variances/cluster: 4.13753e-08 2.76187e-08 3.33065e-08 2.00718e-08 5.28803e-08 1.42054e-07 9.15441e-08 3.98639e-08 3.1503e-08 2.68001e-08 1.32684e-07 2.2169e-08 8.95767e-07 5.38829e-08 4.61994e-08 3.54922e-08 2.4933e-08 0.00391989 1.93592e-08 3.03753e-08 2.24556e-08 2.78814e-08 2.07709e-08 4.0355e-07 6.94566e-08 0 4.05042e-08 2.64151e-08 3.53356e-08 2.71962e-08 2.64053e-08 2.68269e-08 1.87399e-08 2.21348e-08 3.76037e-08 3.94456e-08 3.62801e-08 1.75159e-06 1.99214e-08 6.86694e-32 2.02677e-08 0 2.67973e-31 1.32991e-07 0 0 3.10472e-08 3.68535e-08 0 0 0 3.05615e-08 2.88421e-08 2.62193e-08 0 4.64865e-08 0 2.73739e-08 4.40622e-08 4.53989e-08 2.08094e-08 3.32856e-08 2.99675e-08 2.09493e-08 1.98474e-08 2.49405e-08 3.62891e-08 2.63185e-08 3.48019e-08 3.90218e-08 0 2.12016e-08 1.8739e-08 2.66777e-08 2.66213e-08 3.13796e-08 -------------------------------------------------------------- Initialization seed trial #905 of 1000; initialization seed = 493577130 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 50 BIC score: 594728 Distortion: 0.00412316 Distortions/cluster: 5.25522e-06 1.93989e-06 3.80985e-06 2.04069e-06 4.94536e-06 2.80643e-06 5.9104e-06 2.43611e-06 3.34302e-06 3.30379e-06 2.91538e-06 3.40368e-06 2.26734e-06 2.75265e-06 3.09486e-06 2.85499e-06 2.68998e-06 4.85018e-06 3.32096e-06 3.43358e-06 6.1025e-06 2.84748e-06 3.08459e-06 2.87234e-06 7.76697e-06 3.33139e-06 2.37044e-35 5.26224e-06 3.24368e-06 2.19373e-06 0 4.3292e-06 2.32275e-06 4.41221e-06 2.84894e-06 3.63322e-06 0 2.55325e-06 4.88622e-06 0 0 9.85484e-06 2.90502e-06 2.93657e-06 2.74946e-06 0 5.36273e-06 2.11154e-06 2.17851e-06 4.81569e-35 3.77748e-06 0.00391362 9.64317e-35 2.11952e-06 2.93356e-06 0 0 0 3.02537e-06 0 3.37657e-06 3.25815e-06 2.95898e-06 3.29854e-06 4.02176e-06 2.77881e-06 1.69856e-06 2.74445e-06 1.72885e-06 3.43351e-06 4.27414e-06 0 0 3.036e-06 0 3.91335e-06 Variance: 7.05538e-07 Variances/cluster: 1.75159e-06 3.52598e-08 3.62811e-08 1.94334e-08 4.75367e-08 2.6976e-08 3.93959e-07 2.93481e-08 4.0765e-08 2.10414e-08 3.93852e-08 2.98541e-08 3.71573e-08 1.14655e-07 3.72752e-08 1.0977e-07 2.03763e-08 3.81782e-08 2.63545e-08 2.22933e-08 5.44818e-08 2.79072e-08 2.93674e-08 3.98804e-08 9.03049e-08 3.91893e-08 0 2.75485e-08 3.81484e-08 2.81222e-08 0 3.18296e-08 3.31712e-08 4.12322e-08 3.65139e-08 4.08201e-08 0 2.4548e-08 2.4068e-08 0 0 8.95767e-07 2.57051e-08 2.24146e-08 2.69529e-08 0 4.00074e-08 2.27022e-08 1.75671e-08 2.67973e-31 2.58709e-08 0.00391989 6.86694e-32 2.09833e-08 2.82049e-08 0 0 0 4.2005e-08 0 2.48255e-08 5.17121e-08 3.28669e-08 2.29038e-08 2.51278e-08 2.43734e-08 2.61293e-08 2.30606e-08 2.70105e-08 2.98468e-08 1.64378e-07 0 0 3.79471e-08 0 3.5573e-08 -------------------------------------------------------------- Initialization seed trial #906 of 1000; initialization seed = 493577131 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 594791 Distortion: 0.00412809 Distortions/cluster: 0.00391362 3.88695e-06 0 1.99391e-06 2.78805e-06 4.98774e-06 3.10854e-06 1.77193e-06 3.33928e-06 2.95444e-06 5.02899e-06 6.42453e-06 4.56695e-06 3.27079e-06 8.29035e-06 3.83578e-06 2.41502e-06 2.91413e-06 1.78515e-06 2.37044e-35 0 2.18198e-06 4.93077e-06 1.81033e-06 1.93431e-06 0 5.83694e-06 0 1.40394e-06 0 0 9.64317e-35 5.27789e-06 5.25522e-06 0 2.0614e-06 2.75348e-06 2.13984e-06 5.65505e-06 5.2913e-06 4.92068e-06 0 1.67002e-06 0 4.27238e-06 3.1701e-06 2.82557e-06 6.48598e-06 2.27955e-06 1.5184e-06 2.89996e-06 1.72984e-06 5.09615e-06 2.7659e-06 2.05064e-06 4.09562e-06 1.66791e-06 5.38391e-06 4.39291e-06 4.17488e-06 9.85484e-06 3.93746e-06 1.45163e-06 3.59142e-06 2.28852e-06 0 2.26828e-06 5.3884e-06 0 0 0 4.81569e-35 2.25109e-06 1.57773e-06 6.45786e-06 4.10877e-06 Variance: 7.06381e-07 Variances/cluster: 0.00391989 5.39807e-08 0 2.97573e-08 7.1482e-08 3.56238e-08 1.99248e-08 2.95295e-08 2.87844e-08 4.61478e-08 2.45296e-08 4.62048e-08 1.69132e-07 3.7592e-08 9.41992e-08 3.16901e-08 2.71326e-08 2.94331e-08 2.4452e-08 0 0 2.76173e-08 4.10763e-08 1.88554e-08 2.41759e-08 0 4.63111e-08 0 2.15966e-08 0 0 6.86694e-32 4.32471e-08 1.75159e-06 0 1.82403e-08 2.23841e-08 2.64153e-08 2.9605e-08 1.35629e-07 3.07512e-08 0 2.11376e-08 0 2.9867e-08 3.40842e-08 3.53168e-08 4.00241e-08 1.80901e-08 2.30035e-08 2.68426e-08 2.18941e-08 3.22436e-08 2.5841e-08 2.73394e-08 2.4232e-08 2.0589e-08 4.14014e-08 2.56873e-08 4.21679e-08 8.95767e-07 3.57922e-08 1.96148e-08 4.12772e-08 1.84542e-08 0 2.20203e-08 4.17569e-08 0 0 0 2.67973e-31 2.84923e-08 1.97198e-08 4.0355e-07 5.40463e-08 -------------------------------------------------------------- Initialization seed trial #907 of 1000; initialization seed = 493577132 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 499076 Distortion: 0.0358512 Distortions/cluster: 1.27749e-35 3.27647e-06 6.57251e-06 4.32434e-06 3.60012e-06 3.80073e-06 4.95536e-06 4.79168e-06 2.45867e-06 3.32024e-06 5.2815e-06 2.90214e-06 2.34597e-06 4.06421e-06 1.59192e-05 4.81569e-35 3.62737e-06 2.39735e-06 2.10432e-06 3.02957e-06 3.05571e-06 2.37044e-35 2.32163e-06 2.42692e-06 1.80339e-06 1.08283e-34 0.0356196 2.2582e-06 5.06161e-06 2.82793e-06 3.06885e-06 4.03515e-06 3.99237e-06 4.46521e-06 3.10479e-06 4.26562e-06 2.50176e-06 2.86971e-06 2.95455e-06 0 3.02173e-06 4.04901e-06 2.53451e-06 3.96242e-06 3.53478e-06 0 2.59422e-06 0 3.11871e-06 2.88859e-06 2.15183e-06 0 0 4.91095e-06 3.79414e-06 2.99182e-06 8.06917e-06 1.89999e-06 0 4.5374e-06 0 2.62124e-06 0 0 2.47653e-06 0 2.11439e-06 0 2.41632e-06 2.33773e-06 4.53762e-06 0 0 2.58748e-06 4.22822e-06 2.45348e-05 Variance: 6.13471e-06 Variances/cluster: 0 2.82361e-08 2.89504e-08 3.13256e-08 2.68578e-08 2.22246e-08 5.38463e-08 3.95878e-08 2.31929e-08 3.72938e-08 2.98291e-08 1.1161e-07 3.12771e-08 2.6218e-08 7.5794e-07 2.67973e-31 4.77243e-08 2.24032e-08 3.23634e-08 3.36513e-08 4.92813e-08 0 3.80469e-08 2.95939e-08 3.46783e-08 0 0.035575 2.68811e-08 4.72901e-08 4.79266e-08 3.40882e-08 3.4185e-08 2.16958e-08 3.30728e-08 2.69953e-08 2.33073e-08 3.67883e-08 2.68174e-08 3.14285e-08 0 4.64726e-08 2.48384e-08 3.42471e-08 2.91329e-08 3.97131e-08 0 2.21709e-08 0 2.38048e-08 1.86344e-08 2.98838e-08 0 0 1.32684e-07 1.58076e-07 5.34077e-08 2.58597e-08 2.83559e-08 0 7.08898e-08 0 3.08281e-08 0 0 2.60662e-08 0 4.91678e-08 0 2.65507e-08 3.1167e-08 3.10768e-08 0 0 4.10676e-08 4.22686e-08 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #908 of 1000; initialization seed = 493577133 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 22 BIC score: 722732 Distortion: 0.000230952 Distortions/cluster: 3.28734e-06 0 4.12395e-06 3.04373e-06 2.88904e-06 3.06841e-06 1.42826e-05 4.0654e-06 1.64799e-06 3.04523e-06 3.04735e-06 1.95308e-06 3.07598e-06 2.77288e-06 2.72992e-06 2.48195e-06 3.28704e-06 2.37044e-35 4.13009e-06 2.93715e-06 2.74402e-06 3.90813e-06 3.45293e-06 4.25897e-06 1.74665e-06 2.63754e-06 4.46121e-06 2.45348e-05 1.27749e-35 2.43187e-06 9.64317e-35 1.84201e-06 4.08201e-06 2.16273e-06 3.63659e-06 2.72178e-06 4.13653e-06 8.43383e-06 4.38109e-06 3.72372e-06 0 2.92955e-06 4.56695e-06 0 2.72349e-06 4.97815e-06 0 1.08283e-34 2.35385e-06 4.89675e-06 5.20496e-06 1.48782e-06 0 3.66152e-06 5.08023e-06 2.19888e-06 0 2.24849e-06 0 0 3.43083e-06 3.3323e-06 2.98975e-06 0 1.93389e-06 0 0 5.94788e-06 2.53855e-06 3.77665e-06 2.36706e-06 4.81569e-35 0 4.79524e-06 2.1706e-06 4.17308e-06 Variance: 3.95195e-08 Variances/cluster: 2.88268e-08 0 4.25113e-08 3.5797e-08 3.00907e-08 2.47431e-08 7.14025e-07 3.59741e-08 4.70705e-08 3.54068e-08 2.90126e-08 2.0999e-08 4.80477e-08 3.79813e-08 2.62469e-08 3.44602e-08 3.77787e-08 0 2.30711e-08 3.37499e-08 2.74375e-08 5.42749e-08 3.83626e-08 1.18266e-07 3.01118e-08 3.0659e-08 2.39822e-08 2.72576e-06 0 1.78799e-08 6.86694e-32 1.98047e-08 3.64434e-08 2.07936e-08 3.16197e-08 2.4299e-08 7.12956e-08 9.58293e-08 2.24646e-08 3.96009e-08 0 3.21899e-08 1.69132e-07 0 2.19617e-08 5.59291e-08 0 0 3.92179e-08 2.69021e-08 3.25283e-08 2.80627e-08 0 2.88283e-08 4.34069e-08 2.74836e-08 0 2.271e-08 0 0 2.83446e-08 2.48657e-08 1.95391e-08 0 2.41716e-08 0 0 2.92904e-08 1.99868e-08 3.52842e-08 3.4294e-08 2.67973e-31 0 4.52246e-08 3.23863e-08 4.13151e-08 -------------------------------------------------------------- Initialization seed trial #909 of 1000; initialization seed = 493577134 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 498489 Distortion: 0.0358283 Distortions/cluster: 1.88311e-06 2.9983e-06 4.16122e-06 2.54329e-06 6.45786e-06 1.73901e-06 5.25522e-06 2.90552e-06 8.82504e-06 3.14082e-06 2.04352e-06 3.42131e-06 2.36359e-06 2.41414e-06 2.73294e-06 3.28717e-06 2.95319e-06 2.09724e-06 2.93089e-06 5.24063e-06 3.38574e-06 4.56695e-06 1.59938e-06 3.56979e-06 1.95809e-06 2.37044e-35 2.00667e-06 3.30333e-06 4.58795e-06 0 2.83067e-06 1.27749e-35 3.45873e-06 4.81569e-35 2.79383e-06 1.78679e-06 0.0356196 2.59615e-06 3.29772e-06 2.83039e-06 3.34708e-06 0 0 0 2.55285e-06 4.82715e-06 1.603e-06 2.71926e-06 2.02847e-06 1.65619e-06 9.85484e-06 5.44682e-06 3.33946e-06 4.95396e-06 2.58383e-06 2.57901e-06 1.25384e-06 2.23766e-06 0 2.40766e-06 1.80049e-06 4.06139e-06 6.10325e-06 4.12668e-06 0 2.43653e-06 3.63758e-06 1.08283e-34 3.42377e-06 4.85104e-06 0 2.01983e-06 2.27892e-06 0 2.77652e-06 3.84466e-06 Variance: 6.13078e-06 Variances/cluster: 1.92137e-08 2.02564e-08 3.15216e-08 3.58182e-08 4.0355e-07 2.2879e-08 1.75159e-06 2.36193e-08 9.80458e-08 3.78288e-08 2.15089e-08 3.35394e-08 2.95352e-08 4.38898e-08 4.26983e-08 5.30143e-08 3.69027e-08 2.75929e-08 3.66329e-08 2.56871e-08 2.54544e-08 1.69132e-07 2.57933e-08 3.83825e-08 3.05924e-08 0 2.44691e-08 3.33641e-08 1.27401e-07 0 3.29118e-08 0 2.43548e-08 2.67973e-31 2.79351e-08 2.12695e-08 0.035575 3.41488e-08 3.78923e-08 4.35314e-08 4.18258e-08 0 0 0 1.73648e-08 2.79002e-08 2.46593e-08 3.62537e-08 3.38048e-08 2.07005e-08 8.95767e-07 2.97542e-08 3.7936e-08 3.17458e-08 4.16611e-08 1.96848e-08 1.92881e-08 2.43202e-08 0 3.70381e-08 2.64755e-08 2.37487e-08 3.17772e-08 7.78358e-08 0 2.90039e-08 3.56519e-08 0 2.36101e-08 3.41513e-08 0 1.90533e-08 2.14974e-08 0 4.14268e-08 3.55871e-08 -------------------------------------------------------------- Initialization seed trial #910 of 1000; initialization seed = 493577135 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 74 BIC score: 494132 Distortion: 0.0397444 Distortions/cluster: 4.81569e-35 2.07742e-06 2.22486e-06 2.11914e-06 1.54104e-06 9.85484e-06 9.3649e-06 6.45786e-06 2.52777e-06 7.87631e-06 2.08821e-06 2.11967e-06 0 1.86751e-06 2.31531e-06 1.90964e-06 4.44405e-06 3.89253e-06 4.67585e-06 4.0055e-06 2.78231e-06 1.66543e-06 4.84904e-06 3.65483e-06 3.61096e-06 3.69365e-06 0.00391362 2.21765e-06 2.27104e-06 3.99657e-06 0.0356196 2.93836e-06 2.37044e-35 1.80523e-06 5.10076e-06 3.77139e-06 1.35714e-06 4.43442e-06 2.17895e-06 1.80387e-06 5.66246e-06 3.23816e-06 5.44421e-06 4.805e-06 5.25522e-06 5.05611e-06 0 2.28231e-06 3.68782e-06 5.07002e-06 0 2.78667e-06 0 3.22661e-06 5.28734e-06 2.34839e-06 3.3641e-06 0 2.46631e-06 1.56904e-06 1.46874e-06 9.65405e-07 4.28961e-06 1.0099e-06 3.52906e-06 1.42494e-06 2.73288e-06 0 2.24819e-06 0 1.28319e-06 0 2.37727e-06 0 3.2952e-06 1.55189e-06 Variance: 6.80089e-06 Variances/cluster: 2.67973e-31 3.10036e-08 3.47604e-08 3.78392e-08 2.80165e-08 8.95767e-07 4.21703e-08 4.0355e-07 2.63278e-08 9.05237e-08 3.07065e-08 2.52317e-08 0 4.05944e-08 3.3073e-08 5.16074e-08 4.35554e-08 2.70291e-08 2.31457e-08 3.96454e-08 2.09172e-08 2.52317e-08 2.66407e-08 4.93851e-08 2.31452e-08 3.76779e-08 0.00391989 1.99766e-08 2.00953e-08 3.66538e-08 0.035575 3.30123e-08 0 2.22848e-08 3.22727e-08 2.16728e-08 2.82712e-08 4.66637e-08 3.15763e-08 2.19965e-08 4.67832e-08 3.85368e-08 2.86443e-08 3.18108e-08 1.75159e-06 3.10164e-08 0 3.3075e-08 2.85853e-08 4.15443e-08 0 3.97971e-08 0 2.38984e-08 3.47821e-08 2.86363e-08 2.1156e-08 0 1.94181e-08 3.4107e-08 2.09806e-07 1.60886e-08 1.53173e-07 2.46296e-08 4.3023e-08 2.68827e-08 2.67899e-08 0 5.48296e-08 0 2.376e-08 0 2.08511e-08 0 1.13589e-07 2.18557e-08 -------------------------------------------------------------- Initialization seed trial #911 of 1000; initialization seed = 493577136 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 727260 Distortion: 0.000208342 Distortions/cluster: 0 1.69586e-06 1.83448e-06 2.05864e-06 4.60978e-06 2.24139e-06 2.70628e-06 2.55616e-06 3.64477e-06 1.95709e-06 1.40445e-06 3.21234e-06 2.72878e-06 6.45786e-06 2.85499e-06 9.64317e-35 3.72964e-06 2.67069e-06 1.95939e-06 2.37044e-35 1.27749e-35 2.34891e-06 5.44366e-06 2.94641e-06 5.29406e-06 0 3.66513e-06 2.73804e-06 2.75148e-06 1.99546e-06 4.67478e-06 1.08283e-34 3.50983e-06 4.89025e-06 5.25522e-06 0 6.27661e-06 9.85484e-06 1.97298e-06 3.8432e-06 2.13525e-06 3.28334e-06 2.08326e-06 0 4.81569e-35 2.47517e-06 0 2.68977e-06 0 1.83674e-06 2.91888e-06 2.36022e-06 1.93656e-06 2.80255e-06 2.91987e-06 0 4.70413e-06 2.8578e-06 0 2.6946e-06 3.09027e-06 3.47983e-06 2.91271e-06 2.25394e-06 6.95914e-06 3.81797e-06 2.62989e-06 2.33798e-06 7.23136e-06 1.75896e-06 2.23553e-06 1.61272e-06 6.61487e-06 3.12584e-06 4.79918e-06 0 Variance: 3.56505e-08 Variances/cluster: 0 3.68633e-08 2.91161e-08 3.48899e-08 4.15159e-08 3.39575e-08 2.50556e-08 1.111e-07 3.16908e-08 2.05991e-08 2.46368e-08 2.36173e-08 3.2874e-08 4.0355e-07 1.0977e-07 6.86694e-32 2.53694e-08 1.8806e-08 2.79886e-08 0 0 2.60959e-08 4.15409e-08 2.43483e-08 3.28716e-08 0 3.21397e-08 3.11114e-08 2.10012e-08 1.99526e-08 4.13561e-08 0 1.06349e-07 7.40876e-08 1.75159e-06 0 3.33754e-08 8.95767e-07 2.66595e-08 4.521e-08 5.20747e-08 3.49184e-08 1.48794e-07 0 2.67973e-31 3.01825e-08 0 2.98837e-08 0 2.21274e-08 2.47336e-08 2.80954e-08 3.58601e-08 3.8921e-08 3.84163e-08 0 3.91894e-08 1.78597e-08 0 4.48954e-08 2.14583e-08 3.99851e-08 2.06551e-08 2.78241e-08 3.14789e-08 2.2724e-08 2.13794e-08 3.48921e-08 5.09091e-08 3.38237e-08 2.28095e-08 2.64358e-08 4.26628e-08 2.48059e-08 2.89081e-08 0 -------------------------------------------------------------- Initialization seed trial #912 of 1000; initialization seed = 493577137 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 722260 Distortion: 0.000233706 Distortions/cluster: 3.81434e-06 1.40979e-06 4.56695e-06 6.17909e-06 2.45348e-05 3.39025e-06 4.81569e-35 2.41352e-06 4.41011e-06 2.59094e-06 1.73575e-06 4.34081e-06 5.60598e-06 4.13107e-06 1.75163e-06 3.80306e-06 3.88447e-06 1.08283e-34 4.78146e-06 4.21399e-06 3.02732e-06 2.37044e-35 2.85665e-06 1.98498e-06 1.27749e-35 1.26911e-06 0 2.6301e-06 2.82645e-06 1.41426e-06 4.52591e-06 4.91095e-06 3.85222e-06 2.02673e-06 0 0 1.75093e-06 3.59539e-06 2.80912e-06 4.55588e-06 9.64317e-35 5.25163e-06 2.42738e-06 2.46576e-06 4.93485e-06 5.10182e-06 8.29035e-06 3.18536e-06 0 2.94106e-06 2.03485e-06 4.75115e-06 0 3.90386e-06 2.4963e-06 1.59192e-05 0 0 0 4.90969e-06 2.14847e-06 0 2.95888e-06 2.30615e-06 3.48593e-06 0 7.54496e-06 1.88721e-06 5.81641e-06 1.39068e-06 0 1.49491e-06 1.59781e-06 2.86702e-06 0 0 Variance: 3.99907e-08 Variances/cluster: 4.10109e-08 2.07303e-08 1.69132e-07 3.74459e-08 2.72576e-06 2.66861e-08 2.67973e-31 3.13339e-08 2.92035e-08 4.54398e-08 2.55234e-08 2.45222e-08 2.87461e-08 2.95051e-08 1.86322e-08 3.42508e-08 4.08866e-08 0 4.08538e-08 4.62937e-08 2.20953e-08 0 3.57054e-08 2.20534e-08 0 2.18786e-08 0 2.5783e-08 2.56865e-08 1.8365e-08 3.61956e-08 1.32684e-07 2.46912e-08 2.63181e-08 0 0 1.86252e-08 2.97112e-08 4.13068e-08 4.14035e-08 6.86694e-32 4.33878e-08 4.11383e-08 2.86687e-08 3.16233e-08 5.25802e-08 9.41992e-08 2.72163e-08 0 2.27967e-08 1.91945e-08 2.69928e-08 0 3.90354e-08 5.09404e-08 7.5794e-07 0 0 0 4.30637e-08 1.66534e-08 0 2.71433e-08 2.45314e-08 3.52084e-08 0 5.06213e-08 2.02908e-08 4.12378e-08 1.78271e-08 0 2.33553e-08 2.25017e-08 2.70448e-08 0 0 -------------------------------------------------------------- Initialization seed trial #913 of 1000; initialization seed = 493577138 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 58 BIC score: 594967 Distortion: 0.00412502 Distortions/cluster: 4.53963e-06 3.47134e-06 2.7104e-06 4.20109e-06 4.47284e-06 2.66275e-06 2.44783e-06 3.68429e-06 5.25522e-06 3.56292e-06 1.67199e-06 4.18825e-06 3.24309e-06 2.25164e-06 2.48884e-06 4.56695e-06 9.64317e-35 2.86537e-06 9.85484e-06 4.47362e-06 3.28059e-06 2.16319e-06 4.5554e-06 2.86251e-06 8.55988e-06 2.84465e-06 3.3934e-06 2.43678e-06 2.03205e-06 2.90226e-06 2.56087e-06 3.34914e-06 4.52497e-06 2.37044e-35 3.1417e-06 3.83885e-06 1.66005e-06 0 4.81569e-35 5.91429e-06 2.17291e-06 3.09842e-06 6.45786e-06 0 3.12598e-06 1.36699e-06 2.4561e-06 0 4.32921e-06 3.88195e-06 5.30357e-06 0.00391362 2.88065e-06 0 2.89201e-06 2.06265e-06 5.59807e-06 0 0 0 2.9101e-06 0 2.72828e-06 0 0 0 0 0 3.42651e-06 2.37177e-06 5.22176e-06 3.76719e-06 2.99895e-06 3.22491e-06 2.11753e-06 4.37257e-06 Variance: 7.05856e-07 Variances/cluster: 7.31953e-08 2.3938e-08 2.7939e-08 3.47086e-08 3.04174e-08 2.16462e-08 3.76465e-08 3.09576e-08 1.75159e-06 3.71016e-08 4.91719e-08 2.02313e-08 3.86058e-08 2.02827e-08 4.14671e-08 1.69132e-07 6.86694e-32 2.6776e-08 8.95767e-07 4.26022e-08 3.85918e-08 3.13481e-08 2.74397e-08 2.3082e-08 9.61687e-08 1.92189e-08 3.72778e-08 3.74765e-08 3.38649e-08 1.94759e-08 2.7241e-08 2.20319e-08 1.25652e-07 0 2.41648e-08 4.1714e-08 2.67722e-08 0 2.67973e-31 3.0165e-08 3.62123e-08 5.25109e-08 4.0355e-07 0 4.00731e-08 4.02021e-08 3.31876e-08 0 2.33991e-08 2.85411e-08 3.46526e-08 0.00391989 2.46188e-08 0 3.61386e-08 3.6822e-08 2.60353e-08 0 0 0 2.44525e-08 0 2.64856e-08 0 0 0 0 0 2.97931e-08 3.4876e-08 3.10718e-08 4.32879e-08 3.9447e-08 3.58206e-08 2.94076e-08 2.69888e-08 -------------------------------------------------------------- Initialization seed trial #914 of 1000; initialization seed = 493577139 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 499143 Distortion: 0.0358357 Distortions/cluster: 7.51114e-06 2.52502e-06 2.18208e-06 2.49635e-06 2.44733e-06 1.94924e-06 7.36895e-06 3.20181e-06 5.25522e-06 2.03775e-06 2.91293e-06 3.65361e-06 6.45786e-06 3.8108e-06 2.41611e-06 2.37044e-35 1.98717e-06 1.08283e-34 4.04091e-06 4.57645e-06 2.38587e-06 4.36518e-06 0 2.25736e-06 0 1.97902e-06 1.88659e-06 2.0793e-06 0.0356196 1.96108e-06 2.46023e-06 5.48973e-06 2.91889e-06 0 0 5.02915e-06 7.40382e-06 1.27749e-35 2.34343e-06 2.59037e-06 4.9489e-06 1.75727e-06 4.76022e-06 5.7476e-06 3.51001e-06 4.56695e-06 2.45126e-06 3.68013e-06 9.79623e-06 0 1.83932e-06 2.47056e-06 0 2.70664e-06 0 6.17027e-06 0 0 3.87355e-06 4.81569e-35 0 0 2.33237e-06 2.28052e-06 5.17534e-06 0 3.03679e-06 0 4.95857e-06 2.34493e-06 9.85484e-06 1.75467e-06 8.55988e-06 2.2828e-06 0 3.30689e-06 Variance: 6.13205e-06 Variances/cluster: 4.55074e-08 1.87016e-08 2.00168e-08 3.15965e-08 1.85387e-08 2.53119e-08 4.97741e-08 3.47907e-08 1.75159e-06 3.51313e-08 2.25782e-08 3.14939e-08 4.0355e-07 4.09728e-08 2.80917e-08 0 2.48375e-08 0 2.34916e-08 2.74015e-08 2.74214e-08 3.25654e-08 0 3.22455e-08 0 2.35576e-08 2.14366e-08 3.58469e-08 0.035575 2.42088e-08 3.11394e-08 4.06513e-08 3.1383e-08 0 0 1.32302e-07 5.24936e-08 0 3.60505e-08 1.94748e-08 3.03514e-08 4.88091e-08 3.99894e-08 3.63654e-08 2.65881e-08 1.69132e-07 2.50105e-08 5.11083e-08 5.23694e-08 0 2.66536e-08 3.08793e-08 0 2.29356e-08 0 2.80442e-08 0 0 2.43596e-08 2.67973e-31 0 0 2.77638e-08 2.07298e-08 3.13629e-08 0 2.26607e-08 0 2.54202e-08 3.44816e-08 8.95767e-07 4.87366e-08 9.61687e-08 2.00228e-08 0 4.72254e-08 -------------------------------------------------------------- Initialization seed trial #915 of 1000; initialization seed = 493577140 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 499430 Distortion: 0.0358799 Distortions/cluster: 4.53989e-06 3.10001e-05 2.85499e-06 1.94466e-06 2.94272e-06 2.94485e-06 2.37044e-35 0 3.23554e-06 2.34712e-06 5.90814e-06 2.14686e-06 3.55695e-06 0 0 1.96313e-06 3.77159e-06 4.46237e-06 3.75988e-06 1.74106e-06 8.45896e-06 3.71805e-06 4.88556e-06 2.19974e-06 5.14411e-06 4.81569e-35 7.09409e-06 5.35741e-06 2.97119e-06 0.0356196 3.07791e-06 2.30205e-06 4.35604e-05 4.37185e-06 3.13297e-06 2.69315e-06 5.52285e-06 1.08283e-34 3.39845e-06 0 4.2682e-06 0 2.6716e-06 2.07185e-06 2.75265e-06 3.04478e-06 0 2.88748e-06 0 0 2.54435e-06 1.5607e-06 0 1.27749e-35 2.1071e-06 2.08066e-06 4.81021e-06 0 0 0 2.52335e-06 2.06984e-06 5.14731e-06 0 0 3.59549e-06 2.83991e-06 3.09287e-06 4.93057e-06 2.1457e-06 3.30215e-06 0 2.17957e-06 5.38913e-06 5.31322e-06 0 Variance: 6.13961e-06 Variances/cluster: 2.08234e-08 3.09968e-07 1.0977e-07 3.41139e-08 2.53653e-08 3.20064e-08 0 0 2.07382e-08 3.17153e-08 4.3428e-08 2.38516e-08 3.90744e-08 0 0 4.56507e-08 4.77272e-08 3.78053e-08 3.54589e-08 2.85396e-08 2.84789e-08 2.22615e-08 3.15167e-08 1.91266e-08 2.58473e-08 2.67973e-31 3.08412e-08 4.2845e-08 2.75086e-08 0.035575 4.10262e-08 3.24203e-08 2.7222e-06 3.52457e-08 4.06746e-08 2.95926e-08 2.87554e-08 0 2.95491e-08 0 2.4249e-08 0 3.71021e-08 2.65599e-08 1.14655e-07 3.80472e-08 0 4.06653e-08 0 0 3.68713e-08 3.25126e-08 0 0 3.09844e-08 5.07434e-08 1.65857e-07 0 0 0 3.55284e-08 3.44951e-08 2.84357e-08 0 0 7.04933e-08 2.58143e-08 3.5135e-08 2.96924e-08 2.21186e-08 2.52043e-08 0 3.75756e-08 3.24541e-08 2.60429e-08 0 -------------------------------------------------------------- Initialization seed trial #916 of 1000; initialization seed = 493577141 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 728019 Distortion: 0.000202064 Distortions/cluster: 3.50754e-06 3.25378e-06 2.34752e-06 4.27414e-06 3.82459e-06 4.13044e-06 1.84455e-06 1.73518e-06 9.64317e-35 2.35085e-06 2.22308e-06 2.92741e-06 3.45139e-06 1.74261e-06 3.61668e-06 2.27644e-06 2.97172e-06 2.75878e-06 1.76859e-06 2.04065e-06 2.01975e-06 1.08283e-34 1.87464e-06 2.7401e-06 2.90162e-06 3.10387e-06 2.54862e-06 3.63086e-06 2.89572e-06 8.00262e-06 1.89089e-06 9.85484e-06 2.58448e-06 1.73507e-06 2.91117e-06 2.45188e-06 2.45924e-06 3.63648e-06 2.91839e-06 2.47527e-06 2.37066e-06 2.98147e-06 3.49445e-06 2.88251e-06 2.37044e-35 3.68377e-06 2.99977e-06 1.6417e-06 3.40954e-06 2.51723e-06 5.18652e-06 1.98506e-06 2.85499e-06 0 2.6077e-06 2.51822e-06 1.83675e-06 5.09341e-06 1.27749e-35 2.24733e-06 0 3.08585e-06 3.41396e-06 2.1997e-06 1.93462e-06 0 5.25522e-06 4.81569e-35 0 0 2.41879e-06 2.00059e-06 5.9104e-06 2.55616e-06 3.71621e-06 3.57988e-06 Variance: 3.45763e-08 Variances/cluster: 2.63701e-08 2.04622e-08 3.35333e-08 1.64378e-07 3.82335e-08 4.74617e-08 2.02679e-08 2.62884e-08 6.86694e-32 2.15655e-08 1.30756e-07 3.61378e-08 2.53695e-08 3.05693e-08 3.09019e-08 2.6468e-08 3.85915e-08 2.578e-08 2.29667e-08 2.24228e-08 4.03922e-08 0 2.17962e-08 2.24578e-08 2.32109e-08 4.4969e-08 3.07035e-08 2.79269e-08 2.53927e-08 9.09302e-08 3.50133e-08 8.95767e-07 2.5089e-08 1.9715e-08 2.93962e-08 2.043e-08 5.12296e-08 3.95235e-08 2.06954e-08 2.50005e-08 2.19486e-08 3.87171e-08 2.0923e-08 2.55067e-08 0 3.87638e-08 2.77665e-08 2.98464e-08 4.01087e-08 3.64695e-08 4.28499e-08 1.85503e-08 1.0977e-07 0 2.66069e-08 4.12684e-08 2.01818e-08 4.07351e-08 0 1.88835e-08 0 3.46618e-08 3.51837e-08 2.17767e-08 1.72719e-08 0 1.75159e-06 2.67973e-31 0 0 2.71751e-08 2.53214e-08 3.93959e-07 1.111e-07 3.7908e-08 3.31361e-08 -------------------------------------------------------------- Initialization seed trial #917 of 1000; initialization seed = 493577142 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 493898 Distortion: 0.0397615 Distortions/cluster: 2.65832e-06 5.94403e-06 2.4112e-06 8.16378e-06 2.24849e-06 2.80044e-06 3.56457e-06 2.21906e-06 1.72394e-06 7.84954e-06 3.57578e-06 2.6012e-06 2.34178e-06 3.19693e-06 4.87667e-06 3.3333e-06 3.86587e-06 4.56695e-06 3.03714e-06 1.85071e-06 2.37044e-35 3.90996e-06 4.49784e-06 4.91095e-06 3.31191e-06 2.45914e-06 2.55252e-06 4.81569e-35 1.94988e-06 0 2.21162e-06 1.85117e-06 0 3.15427e-06 3.20503e-06 2.7412e-06 0.0356196 0 2.72245e-06 2.70457e-06 2.00972e-06 1.92551e-06 5.11466e-06 5.21889e-06 5.51989e-06 2.83563e-06 1.54049e-06 2.10988e-06 2.45348e-05 1.86208e-06 2.43912e-06 2.29296e-06 1.73721e-06 1.82366e-06 0 0 4.02743e-06 0 2.1084e-06 0 1.59192e-05 3.31088e-06 3.68013e-06 3.24526e-06 0 2.03438e-06 3.06439e-06 0 0 1.79426e-06 1.77708e-06 2.39709e-06 2.91003e-06 2.58995e-06 0.00391362 3.48582e-06 Variance: 6.80381e-06 Variances/cluster: 3.49751e-08 3.62324e-08 3.3486e-08 9.38273e-08 2.10116e-08 3.45702e-08 3.71198e-08 1.91276e-08 2.61178e-08 3.07724e-08 4.3594e-08 3.71576e-08 2.12864e-08 2.57789e-08 4.643e-08 4.01568e-08 3.90364e-08 1.69132e-07 3.57196e-08 5.00148e-08 0 3.86998e-08 2.29462e-08 1.32684e-07 1.9712e-08 2.70212e-08 2.77424e-08 2.67973e-31 2.29377e-08 0 2.06675e-08 3.49254e-08 0 4.14999e-08 7.45105e-08 2.30332e-08 0.035575 0 2.5925e-08 2.35159e-08 2.45067e-08 1.96459e-08 3.32013e-08 4.92184e-08 3.17132e-08 5.34977e-08 2.70238e-08 2.04825e-08 2.72576e-06 2.0688e-08 3.63927e-08 2.72948e-08 1.84793e-08 2.605e-08 0 0 3.87127e-08 0 3.05538e-08 0 7.5794e-07 2.92973e-08 3.60765e-08 4.05621e-08 0 2.31152e-08 1.98969e-08 0 0 2.84775e-08 2.69231e-08 3.57747e-08 2.17147e-08 3.64661e-08 0.00391989 2.33925e-08 -------------------------------------------------------------- Initialization seed trial #918 of 1000; initialization seed = 493577143 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 723110 Distortion: 0.000228906 Distortions/cluster: 3.07991e-06 3.43861e-06 5.5155e-06 3.51958e-06 2.72818e-06 2.37044e-35 4.38246e-06 3.06583e-06 3.96741e-06 4.52449e-06 4.81569e-35 2.09372e-06 1.294e-06 5.67917e-06 1.59687e-06 2.3352e-06 2.85682e-06 9.64317e-35 2.06123e-06 2.39911e-06 3.02883e-06 5.73582e-06 0 1.27749e-35 1.73854e-06 5.15235e-06 2.23491e-06 2.69956e-06 2.28668e-06 1.88583e-06 2.58415e-06 2.91399e-06 1.95515e-06 2.17926e-06 2.8181e-06 3.02358e-06 6.14284e-06 1.76791e-06 1.15594e-06 2.45917e-06 2.93771e-06 0 2.76265e-06 2.16342e-06 0 3.8464e-06 0 1.88524e-06 7.05356e-06 3.95282e-06 4.86221e-06 0 6.73355e-06 3.69089e-06 0 2.3356e-06 3.92847e-06 0 0 3.98484e-06 4.1191e-06 1.08283e-34 0 4.22975e-06 2.38226e-06 2.9155e-06 0 3.45319e-06 1.42826e-05 3.37186e-06 4.5721e-06 0 2.45348e-05 4.36708e-06 2.696e-06 1.54414e-06 Variance: 3.91695e-08 Variances/cluster: 3.17488e-08 3.99806e-08 1.37842e-07 1.06645e-07 3.17126e-08 0 2.68839e-08 2.62008e-08 4.22028e-08 2.84534e-08 2.67973e-31 1.61041e-07 1.99054e-08 8.22983e-08 1.99591e-08 1.86794e-08 2.88543e-08 6.86694e-32 3.68044e-08 2.37507e-08 2.13279e-08 5.41068e-08 0 0 2.94642e-08 3.06587e-08 1.89382e-08 2.30711e-08 3.21967e-08 2.04958e-08 2.71992e-08 2.14245e-08 1.82708e-08 1.83115e-08 3.56604e-08 4.25715e-08 3.35565e-08 1.98624e-08 2.31098e-07 2.53498e-08 4.02302e-08 0 3.58758e-08 2.84633e-08 0 3.77065e-08 0 2.09452e-08 4.54918e-08 3.49779e-08 2.84314e-08 0 3.01854e-08 4.05567e-08 0 2.43267e-08 2.23189e-08 0 0 4.2844e-08 4.38071e-08 0 0 4.027e-08 2.83578e-08 4.35018e-08 0 3.83654e-08 7.14025e-07 3.70415e-08 4.19322e-08 0 2.72576e-06 3.57841e-08 2.592e-08 1.7953e-08 -------------------------------------------------------------- Initialization seed trial #919 of 1000; initialization seed = 493577144 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 499066 Distortion: 0.0358513 Distortions/cluster: 1.27749e-35 2.12469e-06 3.28717e-06 3.3918e-06 2.37044e-35 4.18208e-06 4.81569e-35 1.42826e-05 1.34667e-06 1.31851e-06 2.85499e-06 6.47042e-06 2.16885e-06 4.60509e-06 3.82323e-06 0 2.24021e-06 3.16881e-06 0 4.00426e-06 5.51732e-06 2.76887e-06 4.59424e-06 1.55718e-06 2.73831e-06 6.42468e-06 2.38032e-06 2.49223e-06 4.96364e-06 3.4175e-06 0.0356196 2.9335e-06 2.45348e-05 5.01022e-06 2.1162e-06 4.27414e-06 2.60927e-06 0 2.79559e-06 0 5.87483e-06 0 1.58875e-06 2.75265e-06 6.20475e-06 5.20145e-06 7.17092e-06 3.12847e-06 1.9118e-06 1.65239e-06 2.57677e-06 0 0 3.06384e-06 2.97064e-06 0 2.43451e-06 1.08283e-34 2.11884e-06 1.82009e-06 1.52251e-06 2.83495e-06 0 5.9667e-06 4.919e-06 0 3.28123e-06 0 0 2.16311e-06 2.73472e-06 2.24007e-06 7.18269e-06 8.00262e-06 0 0 Variance: 6.13471e-06 Variances/cluster: 0 2.1245e-08 5.30143e-08 3.72695e-08 0 2.50402e-08 2.67973e-31 7.14025e-07 2.69242e-07 2.39705e-08 1.0977e-07 3.13994e-08 1.97151e-08 3.0904e-08 2.87436e-08 0 2.46148e-08 3.86416e-08 0 2.66928e-08 3.91173e-08 2.30718e-08 2.6554e-08 2.3591e-08 2.09013e-08 4.65406e-08 2.18352e-08 2.89767e-08 3.20206e-08 4.06811e-08 0.035575 2.76722e-08 2.72576e-06 4.10539e-08 2.32528e-08 1.64378e-07 2.35049e-08 0 3.3278e-08 0 3.789e-08 0 2.01089e-08 1.14655e-07 4.3377e-08 4.15978e-08 4.48038e-08 3.86196e-08 1.72219e-08 1.85645e-08 4.0259e-08 0 0 2.45086e-08 3.30041e-08 0 1.85818e-08 0 2.90226e-08 3.13781e-08 1.927e-08 3.68146e-08 0 3.15596e-08 3.0168e-08 0 3.7712e-08 0 0 2.00265e-08 2.24138e-08 2.63507e-08 4.72393e-08 9.09302e-08 0 0 -------------------------------------------------------------- Initialization seed trial #920 of 1000; initialization seed = 493577145 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 34 BIC score: 727710 Distortion: 0.000207638 Distortions/cluster: 3.16167e-06 1.78111e-06 5.03438e-06 2.55616e-06 3.13794e-06 2.35506e-06 9.64317e-35 1.08283e-34 2.67293e-06 2.9205e-06 0 3.21327e-06 3.0871e-06 9.85484e-06 3.89235e-06 2.37044e-35 3.52561e-06 0 2.58296e-06 3.40705e-06 3.27741e-06 3.181e-06 2.37776e-06 2.48813e-06 2.62482e-06 1.85768e-06 4.01464e-06 2.64068e-06 1.27749e-35 3.88094e-06 0 3.17163e-06 6.65338e-06 3.88555e-06 1.80288e-06 4.79965e-06 1.8083e-06 2.60895e-06 1.6981e-06 2.1e-06 4.97227e-06 3.7269e-06 5.03543e-06 3.01453e-06 2.54106e-06 2.65888e-06 2.99534e-06 4.18425e-06 4.36279e-06 3.5664e-06 4.92497e-06 0 5.25522e-06 4.81569e-35 4.26765e-06 0 3.35559e-06 3.60718e-06 0 7.49967e-06 3.75407e-06 2.40698e-06 2.48969e-06 3.38094e-06 3.49173e-06 5.36408e-06 1.15594e-06 3.03762e-06 0 0 0 2.15704e-06 2.91691e-06 0 0 3.46033e-06 Variance: 3.55301e-08 Variances/cluster: 3.55127e-08 1.48415e-07 7.51328e-08 1.111e-07 3.44798e-08 3.01904e-08 6.86694e-32 0 2.93705e-08 4.23225e-08 0 2.6336e-08 2.22074e-08 8.95767e-07 3.56979e-08 0 2.1627e-08 0 3.44368e-08 3.87037e-08 2.08734e-08 2.58595e-08 3.49555e-08 1.88478e-08 2.82214e-08 3.317e-08 4.0144e-08 3.94001e-08 0 3.20711e-08 0 2.73385e-08 3.09358e-08 3.56444e-08 2.46947e-08 3.42778e-07 5.0226e-08 1.04322e-07 3.14435e-08 3.96191e-08 3.88342e-08 2.45169e-08 3.62146e-08 3.72045e-08 3.47977e-08 4.15325e-08 2.96544e-08 2.16781e-08 2.86932e-08 2.22874e-08 4.28122e-08 0 1.75159e-06 2.67973e-31 3.74322e-08 0 2.07117e-08 2.95574e-08 0 4.1651e-08 1.10403e-07 2.53342e-08 2.32661e-08 2.3314e-08 2.39136e-08 2.85298e-08 2.31098e-07 5.32867e-08 0 0 0 2.73017e-08 3.27714e-08 0 0 2.64118e-08 -------------------------------------------------------------- Initialization seed trial #921 of 1000; initialization seed = 493577146 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 726528 Distortion: 0.000211782 Distortions/cluster: 6.46163e-06 3.95122e-06 2.09372e-06 1.47841e-06 2.06186e-06 2.14468e-06 6.45786e-06 2.73748e-06 5.25496e-06 1.02437e-06 2.08837e-06 4.10679e-06 2.94507e-06 1.95368e-06 1.27749e-35 4.4572e-06 3.70638e-06 9.64317e-35 1.68507e-06 5.11151e-06 1.59812e-06 6.23232e-06 2.41205e-06 3.12092e-06 6.00766e-06 3.06992e-06 2.80174e-06 2.27851e-06 2.37044e-35 6.4522e-06 8.5411e-06 5.44656e-06 0 2.00254e-06 1.97864e-06 2.07622e-06 3.73025e-06 0 1.98834e-06 1.77375e-06 2.93769e-06 2.09746e-06 5.19904e-06 0 6.68837e-06 2.7862e-06 9.50952e-06 3.38143e-06 1.08283e-34 1.16637e-06 3.25913e-06 5.25522e-06 1.36522e-06 1.85472e-06 1.26672e-06 2.23162e-06 4.09155e-06 0 9.85484e-06 3.51958e-06 1.79757e-06 0 1.38883e-06 1.66596e-06 1.65933e-06 1.46996e-06 1.91358e-06 2.45324e-06 0 2.43548e-06 0 5.33442e-06 1.69582e-06 4.81569e-35 0 2.27191e-06 Variance: 3.62392e-08 Variances/cluster: 4.61397e-08 2.33779e-08 1.61041e-07 2.78921e-08 4.04249e-08 3.20076e-08 4.0355e-07 3.46486e-08 4.2026e-08 2.49825e-08 3.60033e-08 3.11092e-08 2.72668e-08 5.14083e-08 0 6.02143e-08 2.11775e-08 6.86694e-32 1.79247e-08 4.29397e-08 3.32921e-08 4.18142e-08 2.11565e-08 2.38217e-08 8.58146e-08 2.34322e-08 2.1717e-08 2.64917e-08 0 3.30774e-08 3.98989e-08 4.22088e-08 0 2.06426e-08 2.60325e-08 3.77461e-08 4.09882e-08 0 3.48804e-08 1.84744e-08 3.58223e-08 2.68881e-08 1.33264e-07 0 3.1688e-08 2.62818e-08 4.28215e-08 2.62098e-08 0 3.33221e-08 3.32535e-08 1.75159e-06 3.25034e-08 2.99122e-08 2.53321e-08 1.90714e-08 3.14707e-08 0 8.95767e-07 1.06645e-07 2.19197e-08 0 2.23985e-08 1.93699e-08 2.59247e-08 2.57867e-08 1.99307e-08 1.73973e-08 0 2.79914e-08 0 4.16615e-08 2.04298e-08 2.67973e-31 0 2.3419e-08 -------------------------------------------------------------- Initialization seed trial #922 of 1000; initialization seed = 493577147 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 59 BIC score: 722198 Distortion: 0.000236377 Distortions/cluster: 1.27749e-35 9.64317e-35 3.85845e-06 3.66722e-06 4.56695e-06 4.418e-06 6.35478e-06 4.29769e-06 3.71543e-06 1.28012e-06 6.20251e-06 4.70954e-06 1.56059e-06 5.0407e-06 5.03236e-06 5.43539e-06 8.43383e-06 3.86965e-06 5.29247e-06 5.22271e-06 6.09796e-06 2.37044e-35 3.25583e-06 2.82637e-06 0 0 1.59192e-05 1.6968e-06 3.80126e-06 0 0 0 2.35518e-06 3.07154e-06 1.78986e-06 1.76376e-06 0 2.90127e-06 3.86397e-06 2.41036e-06 6.1363e-06 2.31232e-06 2.77712e-06 0 2.01402e-06 5.25815e-06 0 3.52908e-06 1.08283e-34 0 0 0 2.48996e-06 3.3217e-06 0 5.25383e-06 4.38475e-06 2.17336e-06 5.20356e-06 5.20423e-06 0 3.23286e-06 2.74119e-06 5.02187e-06 1.98602e-06 0 3.35788e-06 4.81569e-35 3.45511e-06 0 2.45348e-05 0 1.86804e-06 3.48713e-06 0 1.92221e-06 Variance: 4.04479e-08 Variances/cluster: 0 6.86694e-32 2.79574e-08 4.82486e-08 1.69132e-07 3.97888e-08 4.67113e-08 3.94252e-08 3.6061e-08 3.28207e-08 3.75878e-08 4.20357e-08 2.26153e-08 4.75391e-08 4.30079e-08 4.60473e-08 9.58293e-08 4.07307e-08 3.02327e-08 3.20307e-08 4.87691e-08 0 2.3089e-08 3.48907e-08 0 0 7.5794e-07 1.99606e-08 2.83651e-08 0 0 0 2.64604e-08 2.60277e-08 1.84506e-08 2.17729e-08 0 2.35855e-08 3.11583e-08 2.31739e-08 3.81013e-08 2.51317e-08 2.50161e-08 0 2.05494e-08 1.34779e-07 0 2.21928e-08 0 0 0 0 2.44089e-08 2.79107e-08 0 4.00926e-08 4.25666e-08 2.8594e-08 2.76761e-08 2.82746e-08 0 4.03975e-08 2.66112e-08 2.56196e-08 5.09191e-08 0 3.10887e-08 2.67973e-31 2.17279e-08 0 2.72576e-06 0 1.69807e-08 2.32448e-08 0 2.63292e-08 -------------------------------------------------------------- Initialization seed trial #923 of 1000; initialization seed = 493577148 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 725879 Distortion: 0.00021788 Distortions/cluster: 2.79153e-06 5.25496e-06 0 1.30883e-06 3.77107e-06 2.59344e-06 2.23549e-06 4.4572e-06 2.65063e-06 2.37044e-35 0 2.96123e-06 2.0694e-06 3.35121e-06 3.51958e-06 2.31162e-06 2.0527e-06 2.42688e-06 1.00246e-05 2.29993e-06 7.04521e-06 1.33839e-06 3.50266e-06 4.9394e-06 5.5155e-06 2.90991e-06 1.82246e-06 0 1.53158e-06 5.9104e-06 9.64317e-35 3.20684e-06 1.01399e-05 5.72706e-06 2.43158e-06 6.37236e-06 2.81866e-06 0 2.22326e-06 3.73635e-06 2.18227e-06 2.06823e-06 0 0 3.05543e-06 2.6009e-06 2.41079e-06 1.08283e-34 2.09372e-06 6.35666e-06 5.67917e-06 3.22295e-06 1.86318e-06 1.1557e-05 0 0 5.25522e-06 4.81569e-35 0 9.85484e-06 4.28594e-06 1.91274e-06 0 2.55969e-06 0 2.79567e-06 0 5.11151e-06 1.14814e-06 4.09655e-06 1.27749e-35 0 3.90381e-06 0 3.63246e-06 2.98126e-06 Variance: 3.72827e-08 Variances/cluster: 3.57867e-08 4.2026e-08 0 1.81762e-08 3.30767e-08 3.98963e-08 3.54808e-08 6.02143e-08 2.02315e-08 0 0 2.42703e-08 1.8151e-08 2.29515e-08 1.06645e-07 2.35858e-08 2.70064e-08 6.06671e-08 4.66105e-08 3.1941e-08 4.6953e-08 1.9118e-08 4.7329e-08 2.83848e-08 1.37842e-07 3.34442e-08 2.14382e-08 0 2.28569e-08 3.93959e-07 6.86694e-32 2.99679e-08 3.21795e-08 4.27265e-08 2.17087e-08 4.30424e-08 2.45074e-08 0 2.09723e-08 2.13487e-08 2.79754e-08 2.40463e-08 0 0 3.55251e-08 3.3775e-08 3.05138e-08 0 1.61041e-07 4.32286e-08 8.22983e-08 2.77816e-08 2.32869e-08 4.12617e-08 0 0 1.75159e-06 2.67973e-31 0 8.95767e-07 2.71238e-08 2.12508e-08 0 3.36772e-08 0 2.85248e-08 0 4.29397e-08 1.59444e-08 2.96821e-08 0 0 3.09799e-08 0 2.18804e-08 3.87143e-08 -------------------------------------------------------------- Initialization seed trial #924 of 1000; initialization seed = 493577149 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 723663 Distortion: 0.000225839 Distortions/cluster: 3.04042e-06 3.92825e-06 2.15904e-06 2.9054e-06 3.32976e-06 2.68946e-06 2.53379e-06 4.13042e-06 2.55616e-06 3.40176e-06 2.48267e-06 4.28571e-06 1.55064e-06 2.37775e-06 2.85499e-06 1.08283e-34 3.46186e-06 5.00957e-06 2.05088e-06 7.89415e-06 3.08234e-06 2.56926e-06 1.27749e-35 3.26176e-06 2.11077e-06 2.63557e-06 2.07235e-06 2.37044e-35 2.69937e-06 3.98798e-06 2.73557e-06 2.99218e-06 2.37406e-06 0 0 4.19542e-06 0 2.98488e-06 1.777e-06 1.86641e-06 4.12894e-06 2.76591e-06 1.95391e-06 1.42826e-05 2.19915e-06 4.34454e-06 0 3.41948e-06 4.18771e-06 0 3.91879e-06 3.89785e-06 2.60803e-06 5.82871e-06 4.56518e-06 2.03705e-06 3.13949e-06 4.27414e-06 3.23455e-06 4.81569e-35 2.45543e-06 3.63277e-06 2.53367e-06 3.68873e-06 0 0 0 0 3.1997e-06 2.48111e-06 2.5614e-06 0 2.45348e-05 9.64317e-35 2.6452e-06 3.33206e-06 Variance: 3.86445e-08 Variances/cluster: 4.22151e-08 2.48542e-08 3.99785e-08 3.3385e-08 3.74007e-08 3.58476e-08 3.08971e-08 2.33337e-08 1.111e-07 3.47004e-08 4.003e-08 2.72951e-08 3.03946e-08 2.52922e-08 1.0977e-07 0 5.32547e-08 2.96398e-08 2.0507e-08 9.07286e-08 2.72749e-08 2.70426e-08 0 4.02652e-08 2.67163e-08 3.99196e-08 4.4079e-08 0 2.49916e-08 3.18934e-08 3.64623e-08 3.83583e-08 2.32731e-08 0 0 6.3561e-08 0 2.27827e-08 2.16688e-08 3.52129e-08 3.38325e-08 3.59182e-08 2.67634e-08 7.14025e-07 2.09424e-08 2.64888e-08 0 2.19171e-08 4.14588e-08 0 3.62742e-08 2.70595e-08 3.25897e-08 2.25027e-08 2.25979e-08 3.70261e-08 3.73717e-08 1.64378e-07 2.9947e-08 2.67973e-31 3.66459e-08 2.77278e-08 2.45964e-08 3.29244e-08 0 0 0 0 3.51585e-08 3.81583e-08 2.66789e-08 0 2.72576e-06 6.86694e-32 2.40452e-08 2.10866e-08 -------------------------------------------------------------- Initialization seed trial #925 of 1000; initialization seed = 493577150 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 498630 Distortion: 0.0358268 Distortions/cluster: 2.54476e-06 2.92756e-06 9.85484e-06 2.74813e-06 2.3811e-06 4.81569e-35 3.15647e-06 4.01732e-06 2.94893e-06 2.55222e-06 1.08283e-34 4.56695e-06 2.4934e-06 2.50462e-06 4.57558e-06 5.738e-06 2.37044e-35 0 2.58049e-06 3.05184e-06 2.23581e-06 1.70316e-06 5.08527e-06 2.34901e-06 0 2.88315e-06 5.58964e-06 4.80192e-06 2.14513e-06 5.34593e-06 3.50505e-06 0 2.25287e-06 3.01293e-06 4.0276e-06 8.29035e-06 3.51319e-06 4.87338e-06 2.57458e-06 1.72715e-06 2.90048e-06 0 3.83642e-06 2.2055e-06 5.25522e-06 1.6333e-06 3.41029e-06 0 2.19058e-06 0 2.76928e-06 5.23726e-06 2.37041e-06 0 3.58627e-06 2.53826e-06 2.51844e-06 0 1.4544e-06 1.9394e-06 2.76579e-06 2.37101e-06 4.13628e-06 1.94649e-06 2.80728e-06 0.0356196 3.2066e-06 5.2913e-06 3.29045e-06 2.55964e-06 3.00201e-06 1.27749e-35 2.64178e-06 2.47134e-06 2.3264e-06 0 Variance: 6.13052e-06 Variances/cluster: 3.43774e-08 2.63721e-08 8.95767e-07 1.99122e-08 3.66291e-08 2.67973e-31 2.92171e-08 2.80839e-08 2.7052e-08 3.0381e-08 0 1.69132e-07 2.04355e-08 1.86896e-08 2.2318e-08 2.91173e-08 0 0 2.30375e-08 2.19538e-08 4.75549e-08 1.98025e-08 4.88806e-08 2.5811e-08 0 2.08905e-08 3.99189e-07 5.00049e-08 3.20143e-08 3.14365e-08 2.45087e-08 0 1.4079e-07 4.78098e-08 3.98641e-08 9.41992e-08 3.65839e-08 4.12865e-08 2.02705e-08 2.92711e-08 3.62451e-08 0 3.75996e-08 3.34137e-08 1.75159e-06 3.40241e-08 5.24614e-08 0 3.71263e-08 0 2.63717e-08 3.79388e-08 3.76231e-08 0 2.10939e-08 2.70005e-08 2.08111e-08 0 3.93047e-08 2.69338e-08 3.63888e-08 3.20379e-08 2.95419e-08 2.82075e-08 1.99074e-08 0.035575 2.39277e-08 1.35629e-07 3.46336e-08 3.87696e-08 2.63304e-08 0 2.78055e-08 2.84038e-08 2.42304e-08 0 -------------------------------------------------------------- Initialization seed trial #926 of 1000; initialization seed = 493577151 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 493569 Distortion: 0.0397591 Distortions/cluster: 2.3838e-06 2.05855e-06 2.52958e-06 4.55423e-06 4.40977e-06 4.43151e-06 2.37865e-06 2.97015e-06 1.90587e-06 4.81569e-35 1.63154e-06 1.86939e-06 1.40248e-06 3.77029e-06 2.22814e-06 2.18829e-06 3.45597e-06 1.25459e-06 6.36728e-06 5.2913e-06 2.67306e-06 2.71749e-06 2.24161e-06 2.23393e-06 3.35307e-06 1.33594e-06 3.57185e-06 2.35907e-06 3.44427e-06 1.97271e-06 2.66174e-06 1.15358e-06 3.01556e-06 1.5178e-06 4.15835e-06 1.85354e-06 3.12565e-06 4.17468e-06 2.03843e-06 2.416e-06 4.05857e-06 2.7695e-06 4.88967e-06 2.37044e-35 1.92932e-06 2.57712e-06 3.06823e-06 2.7121e-06 0.0356196 5.38401e-06 2.57109e-06 2.32147e-06 3.10044e-06 1.59192e-05 4.00023e-06 0 4.37265e-06 3.12085e-06 0 4.3211e-06 4.99816e-06 2.20524e-06 2.77324e-06 3.3573e-06 3.23852e-06 2.45348e-05 8.49606e-07 3.15132e-06 2.18551e-06 2.38688e-06 0 0 0 0 0.00391362 0 Variance: 6.8034e-06 Variances/cluster: 3.45448e-08 3.21619e-08 1.58085e-07 3.70231e-08 4.68983e-08 3.63209e-08 1.8437e-08 2.85566e-08 2.47487e-08 2.67973e-31 1.94212e-08 2.2252e-08 2.00336e-08 2.79189e-08 3.77536e-08 4.12753e-08 2.5035e-08 2.91735e-08 5.48855e-08 1.35629e-07 2.32418e-08 3.05235e-08 2.6063e-08 4.55751e-08 3.99044e-08 2.42871e-08 2.79026e-08 3.369e-08 3.51345e-08 1.93381e-08 4.58783e-08 2.21819e-08 3.81595e-08 2.57231e-08 4.67192e-08 2.18044e-08 3.85853e-08 4.01386e-08 2.12318e-08 2.44018e-08 3.19468e-08 3.50454e-08 3.34881e-08 0 1.83729e-08 2.12967e-08 2.92187e-08 2.88496e-08 0.035575 7.91687e-08 1.99291e-08 3.09426e-08 4.49298e-08 7.5794e-07 3.95931e-08 0 3.86833e-08 2.06661e-08 0 3.10769e-08 2.56294e-08 1.79272e-08 2.66633e-08 1.04906e-07 2.0239e-08 2.72576e-06 2.35973e-08 3.9388e-08 3.64132e-08 2.16964e-08 0 0 0 0 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #927 of 1000; initialization seed = 493577152 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498957 Distortion: 0.0358318 Distortions/cluster: 2.59032e-06 2.94404e-06 9.85484e-06 3.33571e-06 5.62808e-06 2.1464e-06 0.0356196 3.10582e-06 3.24486e-06 4.81404e-06 2.95338e-06 2.37044e-35 1.84079e-06 3.30684e-06 3.68116e-06 3.87443e-06 5.38027e-06 4.56695e-06 3.42188e-06 4.73025e-06 4.25897e-06 4.02286e-06 2.20079e-06 2.0764e-06 2.77852e-06 2.70228e-06 4.1066e-06 4.0928e-06 0 3.32743e-06 1.90504e-06 0 4.20734e-06 1.27749e-35 3.04485e-06 2.64481e-06 4.31676e-06 0 2.6968e-06 0 3.60236e-06 4.22227e-06 1.9585e-06 4.81569e-35 3.71952e-06 0 3.59977e-06 0 4.52232e-06 3.14211e-06 5.9453e-06 0 1.75119e-06 6.45786e-06 0 2.2464e-06 2.29779e-06 1.51466e-06 0 5.10663e-06 3.7306e-06 8.66831e-06 2.45175e-06 0 4.07498e-06 2.54524e-06 2.77139e-06 4.36849e-06 0 2.68738e-06 5.25522e-06 1.08283e-34 2.92367e-06 0 2.86655e-06 0 Variance: 6.13138e-06 Variances/cluster: 3.92343e-08 2.6051e-08 8.95767e-07 2.85079e-08 3.215e-08 3.63676e-08 0.035575 4.77674e-08 2.45801e-08 3.38907e-08 2.7092e-08 0 2.27237e-08 2.37881e-08 4.18278e-08 2.33379e-08 3.07417e-08 1.69132e-07 3.6391e-08 3.90804e-08 1.18266e-07 3.94268e-08 2.03754e-08 3.6416e-08 1.97035e-08 2.62335e-08 2.93298e-08 4.17596e-08 0 3.96003e-08 5.01283e-08 0 3.13953e-08 0 3.53936e-08 3.47974e-08 3.7863e-08 0 1.77406e-08 0 3.2746e-08 4.13923e-08 2.87988e-08 2.67973e-31 3.44369e-08 0 3.49464e-08 0 2.86198e-08 4.83358e-08 3.03232e-08 0 2.13541e-08 4.0355e-07 0 2.15981e-08 2.03322e-08 3.02838e-08 0 3.05685e-08 2.16877e-08 9.63048e-08 2.31272e-08 0 7.14669e-08 2.9253e-08 2.13165e-08 3.66982e-08 0 2.44285e-08 1.75159e-06 0 4.4966e-08 0 2.27477e-08 0 -------------------------------------------------------------- Initialization seed trial #928 of 1000; initialization seed = 493577153 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 726002 Distortion: 0.000215167 Distortions/cluster: 2.67737e-06 1.52985e-06 5.5074e-06 5.2913e-06 1.56754e-06 2.73056e-06 6.3803e-06 3.20823e-06 1.62586e-06 1.70042e-06 2.68464e-06 7.14871e-06 1.27749e-35 2.30212e-06 5.25522e-06 2.49485e-06 2.64293e-06 4.81569e-35 5.74768e-06 2.24092e-06 2.7988e-06 9.64317e-35 1.77738e-06 2.17073e-06 2.39115e-06 2.37044e-35 2.00932e-06 2.74086e-06 2.614e-06 0 0 3.32617e-06 4.15436e-06 1.94106e-06 7.18261e-06 7.37679e-06 2.38003e-06 7.29436e-06 3.54732e-06 1.99097e-06 1.99709e-06 1.75285e-06 2.47917e-06 3.15249e-06 2.08793e-06 8.47854e-06 3.36964e-06 0 4.56695e-06 0 0 0 2.40865e-06 3.93468e-06 2.47525e-06 3.75443e-06 9.85484e-06 0 3.16651e-06 1.08283e-34 0 4.41826e-06 0 8.29035e-06 5.9104e-06 0 2.38012e-06 1.99082e-06 4.45072e-06 2.22032e-06 0 3.31898e-06 0 2.12764e-06 2.13081e-06 6.01779e-06 Variance: 3.68184e-08 Variances/cluster: 2.01289e-08 2.78131e-08 4.13954e-08 1.35629e-07 2.52808e-08 1.95023e-08 4.30962e-08 2.11043e-08 1.80636e-08 4.85792e-08 2.18244e-08 3.26319e-08 0 2.98946e-08 1.75159e-06 2.22735e-08 2.46981e-08 2.67973e-31 2.88733e-08 2.19679e-08 2.5674e-08 6.86694e-32 2.8665e-08 2.04764e-08 3.10513e-08 0 2.16037e-08 2.44698e-08 2.48928e-08 0 0 3.73703e-08 2.94609e-08 3.96105e-08 5.1289e-08 5.15696e-08 2.35623e-08 3.77823e-08 3.51189e-08 2.01086e-08 1.849e-08 3.0749e-08 3.02313e-08 2.26771e-08 3.31387e-08 4.60638e-08 4.26501e-08 0 1.69132e-07 0 0 0 2.48293e-08 3.12249e-08 1.84704e-08 4.12539e-08 8.95767e-07 0 3.63935e-08 0 0 4.12786e-08 0 9.41992e-08 3.93959e-07 0 2.28837e-08 2.88499e-08 3.97262e-08 3.21755e-08 0 3.85897e-08 0 2.26319e-08 4.53324e-08 4.62757e-08 -------------------------------------------------------------- Initialization seed trial #929 of 1000; initialization seed = 493577154 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 723270 Distortion: 0.000226506 Distortions/cluster: 4.81569e-35 1.90592e-06 0 1.91182e-06 3.26719e-06 1.7059e-06 4.31044e-06 3.99786e-06 2.74743e-06 2.88166e-06 2.4608e-06 2.1989e-06 3.99261e-06 4.36474e-06 2.45348e-05 1.91649e-06 1.08283e-34 4.41861e-06 1.47441e-06 3.1779e-06 8.57768e-06 1.62051e-06 1.59192e-05 4.26189e-07 3.09181e-06 2.60517e-06 1.55921e-06 2.71273e-06 1.27749e-35 2.37044e-35 3.28119e-06 2.04215e-06 3.29687e-06 3.46186e-06 7.29928e-06 2.43068e-06 5.18037e-06 9.64317e-35 1.78908e-06 2.12164e-06 1.88925e-06 1.86671e-06 2.57725e-06 2.2356e-06 3.53726e-06 0 2.3478e-06 3.52163e-06 1.85869e-06 3.8327e-06 2.8474e-06 3.31975e-06 2.63885e-06 0 2.02892e-06 2.27417e-06 0 0 2.85499e-06 3.06079e-06 3.1313e-06 2.71064e-06 1.82326e-06 3.30975e-06 4.46829e-06 0 0 3.83252e-06 3.44021e-06 3.13453e-06 5.45061e-06 0 2.81817e-06 2.05453e-06 5.43949e-06 3.51828e-06 Variance: 3.87588e-08 Variances/cluster: 2.67973e-31 1.73251e-08 0 1.93096e-08 2.35027e-08 2.03066e-08 3.84736e-08 3.09884e-08 2.32805e-08 4.05831e-08 1.11816e-07 2.74838e-08 3.07024e-08 4.00403e-08 2.72576e-06 2.30875e-08 0 4.05245e-08 1.69457e-08 3.73838e-08 4.30897e-08 1.65343e-08 7.5794e-07 1.42054e-07 4.61325e-08 2.05114e-08 2.94164e-08 3.61669e-08 0 0 3.95299e-08 2.43092e-08 2.63727e-08 5.32547e-08 8.79347e-08 2.47999e-08 2.84542e-08 6.86694e-32 2.35384e-08 2.65179e-08 3.70318e-08 2.74492e-08 5.25922e-08 3.60463e-08 3.88679e-08 0 2.6677e-08 2.9591e-08 2.32316e-08 4.2114e-08 2.03362e-08 3.49342e-08 3.42677e-08 0 2.63474e-08 1.97736e-08 0 0 1.0977e-07 2.06787e-08 2.12995e-08 2.37755e-08 2.11988e-08 2.69056e-08 4.06075e-08 0 0 4.03291e-08 4.24589e-08 1.25371e-07 3.02713e-08 0 3.52155e-08 2.44565e-08 3.80263e-08 3.16934e-08 -------------------------------------------------------------- Initialization seed trial #930 of 1000; initialization seed = 493577155 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 51 BIC score: 498690 Distortion: 0.0358479 Distortions/cluster: 1.71264e-06 3.13377e-06 2.65297e-06 4.9389e-06 3.10429e-06 2.41368e-06 3.27921e-06 5.25116e-06 1.67053e-06 3.96907e-06 2.40166e-06 4.34184e-06 4.3526e-06 1.08283e-34 3.30574e-06 4.62482e-06 2.18727e-06 1.91579e-06 2.76751e-06 2.37044e-35 1.27749e-35 1.88136e-06 3.60907e-06 2.84124e-06 2.02668e-06 2.85631e-06 2.81136e-06 0 2.85462e-06 3.65345e-06 4.91095e-06 2.62633e-06 3.15216e-06 0 3.71172e-06 1.83211e-06 5.25139e-06 2.24023e-06 2.90541e-06 1.8083e-06 0.0356196 0 0 3.80268e-06 0 3.70679e-06 3.40322e-06 2.81695e-06 4.24399e-06 0 3.97962e-06 0 2.45348e-05 4.65676e-06 3.81564e-06 0 2.56341e-06 1.59192e-05 2.97669e-06 4.81569e-35 3.29332e-06 2.36014e-06 0 2.46577e-06 4.18915e-06 4.34419e-06 2.08662e-06 2.6451e-06 3.34645e-06 2.09372e-06 2.76629e-06 2.72995e-06 3.13333e-06 7.43858e-06 0 0 Variance: 6.13413e-06 Variances/cluster: 2.22394e-08 2.98426e-08 4.73586e-08 3.06733e-08 3.07329e-08 1.9946e-08 2.7554e-08 3.05273e-08 2.45638e-08 2.85451e-08 2.24427e-08 4.25634e-08 3.02165e-08 0 3.51558e-08 4.24257e-08 3.41649e-08 3.08897e-08 2.94391e-08 0 0 2.98602e-08 4.148e-08 2.25475e-08 9.21139e-08 4.07909e-08 3.05554e-08 0 2.77057e-08 3.84448e-08 1.32684e-07 3.54793e-08 2.58352e-08 0 4.12388e-08 2.50944e-08 3.05286e-08 1.91451e-08 4.03406e-08 5.0226e-08 0.035575 0 0 3.95982e-08 0 3.01338e-08 2.16747e-08 3.61028e-08 2.46722e-08 0 3.75404e-08 0 2.72576e-06 2.58623e-08 3.43723e-08 0 3.51124e-08 7.5794e-07 3.58526e-08 2.67973e-31 3.43026e-08 4.21315e-08 0 3.00604e-08 2.43531e-08 4.87965e-08 2.04551e-08 1.83671e-08 2.26091e-08 1.61041e-07 2.36414e-08 2.03703e-08 4.81906e-08 9.18252e-08 0 0 -------------------------------------------------------------- Initialization seed trial #931 of 1000; initialization seed = 493577156 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 498803 Distortion: 0.0358482 Distortions/cluster: 4.27414e-06 3.63809e-06 1.88074e-06 1.27749e-35 4.16882e-06 3.34958e-06 1.47038e-06 5.0941e-06 2.48692e-06 2.40524e-06 1.57738e-06 7.76697e-06 1.59192e-05 5.09895e-06 1.6664e-06 2.76784e-06 2.65112e-06 2.37044e-35 2.97488e-06 4.12894e-06 0 1.89965e-06 4.27871e-06 0.0356196 4.04057e-06 3.7565e-06 3.29204e-06 2.26283e-06 4.38135e-06 0 3.22429e-06 2.64681e-06 2.82589e-06 0 0 4.27821e-06 2.29647e-06 2.85499e-06 3.2326e-06 0 4.51077e-06 0 0 2.5799e-06 2.68361e-06 1.77876e-06 2.14406e-06 3.0502e-06 0 3.79896e-06 3.63375e-06 2.66072e-06 4.55047e-06 1.77367e-06 1.90504e-06 0 3.86223e-06 4.77821e-06 0 3.79692e-06 3.84738e-06 4.29786e-06 2.45348e-05 3.22426e-06 1.68866e-06 4.81569e-35 0 3.10879e-06 2.55616e-06 3.79915e-06 3.37917e-06 3.96651e-06 5.19434e-06 1.08283e-34 0 2.96547e-06 Variance: 6.13419e-06 Variances/cluster: 1.64378e-07 2.15253e-08 3.13429e-08 0 4.21067e-08 3.72057e-08 2.37137e-08 2.57256e-08 3.82477e-08 5.11582e-08 1.75249e-08 9.03049e-08 7.5794e-07 2.53657e-08 1.96029e-08 2.11261e-08 4.07732e-08 0 3.34156e-08 4.17028e-08 0 1.7268e-08 4.27834e-08 0.035575 2.49393e-08 2.80305e-08 4.21927e-08 2.09498e-08 3.59098e-08 0 2.7322e-08 2.52047e-08 2.61571e-08 0 0 2.72473e-08 2.12617e-08 1.0977e-07 3.55114e-08 0 3.34103e-08 0 0 3.48608e-08 3.62618e-08 3.70463e-08 1.9668e-08 2.34603e-08 0 3.01477e-08 4.48571e-08 3.20463e-08 3.159e-08 1.75595e-08 5.01283e-08 0 3.89997e-08 3.00418e-08 0 2.54805e-08 3.17938e-08 3.73695e-08 2.72576e-06 2.73217e-08 2.25135e-08 2.67973e-31 0 3.74429e-08 1.111e-07 3.87542e-08 4.22263e-08 3.7067e-08 2.82209e-08 0 0 3.61525e-08 -------------------------------------------------------------- Initialization seed trial #932 of 1000; initialization seed = 493577157 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 498674 Distortion: 0.0358502 Distortions/cluster: 1.81286e-06 5.18454e-06 2.45348e-05 2.72129e-06 1.9272e-06 1.08283e-34 2.91541e-06 3.62687e-06 3.74596e-06 1.56819e-06 1.79641e-06 2.79637e-06 2.24939e-06 3.21823e-06 1.59192e-05 4.12614e-06 8.29035e-06 2.64585e-06 3.54471e-06 3.02295e-06 4.81569e-35 2.37044e-35 2.84891e-06 4.56695e-06 4.04918e-06 2.71888e-06 0 3.52638e-06 3.61111e-06 3.8461e-06 3.02403e-06 0 1.27749e-35 1.79737e-06 5.08282e-06 4.53843e-06 4.04077e-06 1.24327e-06 0.0356196 2.3983e-06 4.55135e-06 3.31241e-06 3.28118e-06 2.11109e-06 0 1.74924e-06 0 3.5561e-06 1.53094e-06 0 0 5.02217e-06 0 5.75191e-06 4.32733e-06 4.64402e-06 4.7987e-06 1.50146e-06 3.61726e-06 2.79979e-06 3.24848e-06 2.64382e-06 3.78801e-06 1.91637e-06 3.28698e-06 3.68213e-06 3.5713e-06 0 2.7498e-06 2.57354e-06 0 0 0 0 3.23553e-06 4.49528e-06 Variance: 6.13454e-06 Variances/cluster: 2.32389e-08 1.3639e-07 2.72576e-06 3.12689e-08 2.24073e-08 0 3.78595e-08 3.09886e-08 2.6564e-08 2.03643e-08 2.56606e-08 3.77858e-08 2.5271e-08 4.53231e-08 7.5794e-07 3.10135e-08 9.41992e-08 2.51961e-08 4.8543e-08 4.64913e-08 2.67973e-31 0 2.79278e-08 1.69132e-07 2.85059e-08 2.42736e-08 0 3.87388e-08 2.25675e-08 4.04818e-08 2.19113e-08 0 0 2.46193e-08 2.79251e-08 4.05083e-08 3.88505e-08 2.21989e-08 0.035575 2.10359e-08 4.54998e-08 2.93109e-08 3.00999e-08 1.83552e-08 0 1.98754e-08 0 2.89089e-08 1.88984e-08 0 0 2.7292e-08 0 3.24938e-08 4.41419e-08 2.69977e-08 5.4526e-08 1.74568e-08 4.15752e-08 3.68279e-08 4.51039e-08 3.14639e-08 2.33807e-08 3.91061e-08 3.53408e-08 4.00099e-08 3.21634e-08 0 3.1604e-08 1.70418e-08 0 0 0 0 2.3959e-08 3.90767e-08 -------------------------------------------------------------- Initialization seed trial #933 of 1000; initialization seed = 493577158 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 499117 Distortion: 0.0358264 Distortions/cluster: 4.36088e-06 2.31706e-06 4.78718e-06 2.64631e-06 5.10697e-06 2.43166e-06 3.27431e-06 1.79862e-06 1.89997e-06 2.37044e-35 1.83004e-06 4.81569e-35 5.98e-06 1.31136e-06 9.85484e-06 4.87391e-06 1.97146e-06 2.83707e-06 2.50331e-06 2.49891e-06 3.07658e-06 1.42419e-06 2.47264e-06 5.32806e-06 1.27749e-35 4.26408e-06 1.57147e-06 5.4925e-06 4.17911e-06 1.48467e-06 0 0 2.00891e-06 4.73175e-06 0 5.38841e-06 0 4.27414e-06 0 3.40053e-06 2.68704e-06 1.66116e-06 1.85624e-06 0.0356196 4.49376e-06 3.32484e-06 3.1212e-06 0 3.60862e-06 1.25549e-06 3.11682e-06 1.08283e-34 5.9104e-06 2.88498e-06 5.27695e-06 4.78369e-06 2.22308e-06 1.77175e-06 2.72365e-06 2.25798e-06 4.76006e-06 5.25522e-06 2.2169e-06 2.55616e-06 0 2.47483e-06 0 0 4.04617e-06 2.50169e-06 0 3.38232e-06 2.85499e-06 3.02658e-06 1.44895e-06 8.00262e-06 Variance: 6.13046e-06 Variances/cluster: 2.21345e-08 3.35776e-08 3.04815e-08 2.05116e-08 2.75962e-08 3.33083e-08 2.79823e-08 3.59697e-08 3.39167e-08 0 2.95144e-08 2.67973e-31 2.83388e-08 2.57108e-08 8.95767e-07 3.06504e-08 2.70039e-08 2.08584e-08 3.08949e-08 3.62041e-08 4.80571e-08 3.56017e-08 2.49732e-08 2.42164e-08 0 2.45037e-08 2.34528e-08 2.56636e-08 3.76384e-08 4.78885e-08 0 0 3.18847e-08 3.19608e-08 0 2.72118e-08 0 1.64378e-07 0 4.30307e-08 3.63082e-08 2.44263e-08 2.2635e-08 0.035575 3.30316e-08 3.16623e-08 3.54568e-08 0 2.17368e-08 3.06193e-08 3.42477e-08 0 3.93959e-07 3.69748e-08 2.43156e-08 2.93452e-08 1.30756e-07 5.06175e-08 2.12767e-08 3.42008e-08 4.24864e-08 1.75159e-06 3.25986e-08 1.111e-07 0 3.0551e-08 0 0 3.8159e-08 3.67774e-08 0 2.19608e-08 1.0977e-07 3.39961e-08 3.2196e-08 9.09302e-08 -------------------------------------------------------------- Initialization seed trial #934 of 1000; initialization seed = 493577159 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 499095 Distortion: 0.0358514 Distortions/cluster: 4.27414e-06 5.30498e-06 3.42651e-06 5.47929e-06 2.18489e-06 1.59192e-05 4.90211e-06 3.82837e-06 2.46333e-06 2.19666e-06 9.18577e-06 1.88001e-06 1.71783e-06 2.37044e-35 2.5207e-06 0.0356196 4.81569e-35 1.98795e-06 2.85392e-06 7.89415e-06 2.35065e-06 4.97126e-06 2.3743e-06 2.85499e-06 3.79211e-06 2.19171e-06 2.93744e-06 2.3806e-06 6.42475e-06 0 2.81911e-06 2.03102e-06 0 4.64818e-06 5.31386e-06 3.54651e-06 0 0 5.76001e-06 3.2304e-06 3.87832e-06 0 0 4.39694e-06 1.91282e-06 0 2.23895e-06 0 2.97784e-06 3.09917e-06 0 2.54279e-06 4.89782e-06 0 4.8601e-06 2.86926e-06 2.25306e-06 1.95261e-06 1.48957e-06 2.01253e-06 0 0 1.08283e-34 3.3938e-06 1.65028e-06 2.45348e-05 2.68042e-06 2.37605e-06 3.49779e-06 1.27749e-35 2.64357e-06 5.51439e-06 0 2.75265e-06 5.7983e-06 0 Variance: 6.13474e-06 Variances/cluster: 1.64378e-07 4.07953e-08 4.82462e-08 4.11842e-08 2.63217e-08 7.5794e-07 4.15297e-08 2.09182e-08 2.5393e-08 5.49119e-08 4.17397e-08 2.50646e-08 2.7265e-08 0 3.81894e-08 0.035575 2.67973e-31 2.33848e-08 3.8564e-08 9.07286e-08 2.76523e-08 3.31309e-08 3.16545e-08 1.0977e-07 2.47825e-08 1.82621e-08 3.3002e-08 3.26081e-08 3.39823e-08 0 3.20325e-08 2.25644e-08 0 2.61111e-08 3.16273e-08 2.5697e-08 0 0 4.36223e-08 2.21241e-08 3.58992e-08 0 0 2.28987e-08 1.89366e-08 0 2.33196e-08 0 4.65247e-08 3.00864e-08 0 2.9564e-08 2.93256e-08 0 4.22479e-08 2.10956e-08 2.32254e-08 2.03375e-08 2.65964e-08 2.95937e-08 0 0 0 5.06493e-08 3.30036e-08 2.72576e-06 3.88432e-08 1.90067e-08 2.84349e-08 0 2.59149e-08 4.11388e-08 0 1.14655e-07 2.94234e-08 0 -------------------------------------------------------------- Initialization seed trial #935 of 1000; initialization seed = 493577160 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 68 BIC score: 594689 Distortion: 0.00412366 Distortions/cluster: 3.54541e-06 2.20453e-06 3.27938e-06 9.85484e-06 4.1039e-06 3.2397e-06 3.03885e-06 3.73753e-06 1.76464e-06 2.56564e-06 2.02429e-06 3.6104e-06 1.96912e-06 3.56856e-06 5.27461e-06 3.17323e-06 8.29035e-06 2.71669e-06 5.65978e-06 3.45505e-06 2.71749e-06 5.26628e-06 5.54074e-06 6.87218e-06 2.44725e-06 3.35454e-06 2.15875e-06 3.48754e-06 2.58606e-06 3.39392e-06 2.22308e-06 4.56695e-06 2.18801e-06 2.39166e-06 9.64317e-35 6.41155e-06 5.9104e-06 1.69086e-06 2.37044e-35 1.839e-06 0 2.54098e-06 3.35782e-06 1.87911e-06 4.8499e-06 3.93192e-06 0 3.24858e-06 2.52621e-06 0 0 2.20586e-06 3.87113e-06 1.85939e-06 0 4.32166e-06 2.04121e-06 2.38552e-06 1.35674e-06 2.02133e-06 4.81569e-35 3.49187e-06 2.43638e-06 5.25522e-06 0 3.14328e-06 0 2.36549e-06 0.00391362 0 3.58768e-06 0 0 0 5.2402e-06 0 Variance: 7.05623e-07 Variances/cluster: 3.61745e-08 2.24933e-08 3.64258e-08 8.95767e-07 5.86094e-08 4.76269e-08 2.30196e-08 3.97484e-08 1.98251e-08 2.72917e-08 3.16266e-08 3.72083e-08 2.09461e-08 2.41094e-08 3.08356e-08 1.99557e-08 9.41992e-08 3.5279e-08 4.35228e-08 3.35333e-08 3.67195e-08 3.26991e-08 1.38473e-07 4.46097e-08 2.07375e-08 2.36215e-08 2.73233e-08 2.49089e-08 2.03609e-08 3.77073e-08 1.30756e-07 1.69132e-07 1.90245e-08 2.78076e-08 6.86694e-32 2.96733e-08 3.93959e-07 1.98907e-08 0 2.24249e-08 0 2.33089e-08 5.32941e-08 1.77259e-08 4.21592e-08 4.36844e-08 0 3.09355e-08 2.23538e-08 0 0 2.56464e-08 3.36592e-08 2.16189e-08 0 3.82324e-08 1.92544e-08 1.97127e-08 2.37997e-08 2.24572e-08 2.67973e-31 3.9231e-08 2.80019e-08 1.75159e-06 0 2.73305e-08 0 1.86243e-08 0.00391989 0 3.85748e-08 0 0 0 4.29397e-08 0 -------------------------------------------------------------- Initialization seed trial #936 of 1000; initialization seed = 493577161 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 594452 Distortion: 0.00412245 Distortions/cluster: 1.10197e-06 2.72075e-06 4.28228e-06 5.2913e-06 6.04624e-06 2.45046e-06 2.43974e-06 3.15514e-06 2.16869e-06 2.09372e-06 6.45786e-06 3.57041e-06 9.85484e-06 5.25522e-06 2.10617e-06 6.20819e-06 3.72921e-06 2.83422e-06 1.94842e-06 2.47016e-06 1.54599e-06 3.43425e-06 3.54573e-06 3.51958e-06 0.00391362 2.17016e-06 1.72764e-06 2.66161e-06 9.64317e-35 5.08573e-06 1.15987e-06 2.95723e-06 2.34515e-06 3.9588e-06 3.33676e-06 6.14369e-06 3.97697e-06 0 2.37044e-35 2.54004e-06 2.4318e-06 2.66848e-06 1.75595e-06 3.7971e-06 0 0 2.12125e-06 0 2.41723e-06 1.71143e-06 0 1.9017e-06 1.91227e-06 2.49175e-06 2.31569e-06 4.2062e-06 3.92442e-06 3.89707e-06 3.0825e-06 3.65994e-06 2.946e-06 1.61237e-06 2.14948e-06 5.3908e-06 6.64812e-06 3.50553e-06 4.81569e-35 2.50912e-06 2.78453e-06 2.51286e-06 0 0 5.03307e-06 3.14924e-06 0 0 Variance: 7.05416e-07 Variances/cluster: 2.11893e-08 2.03024e-08 3.89171e-08 1.35629e-07 4.44434e-08 2.24793e-08 2.04998e-08 2.5239e-08 1.98945e-08 1.61041e-07 4.0355e-07 2.15066e-08 8.95767e-07 1.75159e-06 1.91448e-08 2.85999e-08 2.8899e-08 3.72895e-08 2.53017e-08 3.68653e-08 1.93226e-08 2.91013e-08 4.12259e-08 1.06645e-07 0.00391989 2.4381e-08 2.69919e-08 2.27468e-08 6.86694e-32 4.2017e-08 3.22156e-08 2.27458e-08 3.25686e-08 3.63075e-08 3.37017e-08 4.83611e-08 4.73291e-08 0 0 2.17078e-08 1.82826e-08 2.36128e-08 2.47291e-08 3.64988e-08 0 0 1.86059e-08 0 2.01418e-08 1.82046e-08 0 2.60484e-08 2.36055e-08 3.03845e-08 2.48969e-08 5.3921e-08 3.60009e-08 3.24728e-08 4.10865e-08 3.51804e-08 3.54909e-08 2.37092e-08 4.88473e-08 7.92686e-08 4.68028e-08 4.86732e-08 2.67973e-31 2.88379e-08 3.0264e-08 3.30611e-08 0 0 2.87509e-08 3.93631e-08 0 0 -------------------------------------------------------------- Initialization seed trial #937 of 1000; initialization seed = 493577162 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 594753 Distortion: 0.00417802 Distortions/cluster: 5.54074e-06 5.77707e-06 4.86045e-06 2.35955e-06 3.14299e-05 6.34064e-06 3.62492e-06 1.62844e-06 2.38636e-06 1.84284e-06 2.01771e-06 5.11331e-06 1.49644e-06 4.38864e-06 9.64317e-35 1.91689e-06 2.37044e-35 2.64657e-06 2.22254e-06 0 1.59252e-06 2.08723e-06 2.57735e-06 0 2.51239e-06 3.21064e-06 5.37227e-06 6.58744e-06 0 4.35604e-05 4.74967e-06 4.81569e-35 3.78196e-06 2.39671e-06 0.00391362 5.21662e-06 6.49255e-06 1.94004e-06 9.62758e-06 3.98253e-06 3.46186e-06 0 0 0 4.38482e-06 3.2242e-06 0 0 1.98037e-06 2.45996e-06 2.31182e-06 1.35256e-06 2.12293e-06 6.29017e-06 0 2.38364e-06 0 2.49649e-06 9.88454e-07 0 0 0 1.47516e-06 1.7419e-06 0 2.53045e-06 4.73422e-06 0 3.85521e-06 2.50397e-06 3.02888e-06 6.92385e-06 2.47927e-06 0 1.03875e-05 0 Variance: 7.14925e-07 Variances/cluster: 1.38473e-07 3.2636e-08 4.71743e-08 2.5369e-08 3.11154e-07 4.25409e-08 4.41917e-08 3.39232e-08 2.71153e-08 2.36233e-08 3.41962e-08 1.7043e-07 1.78127e-08 6.35975e-08 6.86694e-32 2.33747e-08 0 2.38409e-08 1.85189e-08 0 1.87333e-08 1.93245e-08 3.26217e-08 0 3.80634e-08 2.30961e-08 2.49851e-08 4.33247e-08 0 2.7222e-06 2.76119e-08 2.67973e-31 2.4241e-08 2.54939e-08 0.00391989 2.96368e-08 4.91713e-08 1.81296e-08 3.2515e-08 2.16423e-08 5.32547e-08 0 0 0 4.13526e-08 4.0299e-08 0 0 3.60046e-08 2.76377e-08 2.33496e-08 2.33176e-08 3.93099e-08 4.55663e-08 0 2.64826e-08 0 3.46708e-08 2.47092e-08 0 0 0 1.99327e-08 2.02522e-08 0 2.81136e-08 3.97703e-08 0 3.01162e-08 1.84099e-08 3.69343e-08 3.44358e-08 3.21955e-08 0 4.53453e-08 0 -------------------------------------------------------------- Initialization seed trial #938 of 1000; initialization seed = 493577163 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 594401 Distortion: 0.0041433 Distortions/cluster: 6.11584e-06 2.82723e-06 1.66671e-06 2.28102e-06 5.27843e-06 3.14162e-06 6.738e-06 2.66384e-06 3.22727e-06 2.03332e-06 2.74942e-06 4.59315e-06 1.78011e-06 3.17497e-06 7.02817e-06 2.61373e-06 2.0172e-06 0.00391362 2.39307e-06 2.71597e-06 5.08035e-06 1.99468e-06 9.64317e-35 2.31238e-06 3.39444e-06 2.80332e-06 2.37044e-35 0 2.53632e-06 2.09372e-06 1.94739e-06 0 0 7.26274e-06 0 3.07939e-06 2.3943e-06 2.17922e-06 5.05402e-06 3.51958e-06 5.54535e-06 4.09866e-06 2.11305e-06 1.41006e-06 1.93367e-06 3.16458e-06 4.81569e-35 3.15127e-06 2.42402e-06 2.54606e-06 0 1.85778e-06 4.37595e-06 2.58803e-06 2.83663e-06 2.96079e-06 2.74088e-06 2.45348e-05 1.52544e-06 3.32129e-06 2.70923e-06 0 2.18679e-06 0 1.65595e-06 3.64829e-06 0 2.73425e-06 0 3.06131e-06 5.2913e-06 0 3.75556e-06 1.59192e-05 4.89787e-06 0 Variance: 7.08984e-07 Variances/cluster: 4.66708e-08 1.91012e-08 4.50424e-08 1.96623e-08 7.87748e-08 3.3067e-08 4.98962e-08 2.63715e-08 4.67564e-08 3.27934e-08 2.45459e-08 3.08165e-08 2.02266e-08 2.11639e-08 4.4751e-08 2.58755e-08 2.80139e-08 0.00391989 1.74662e-08 2.4915e-08 4.23223e-08 2.40303e-08 6.86694e-32 3.45102e-08 4.58668e-08 4.83288e-08 0 0 2.30547e-08 1.61041e-07 3.24537e-08 0 0 4.0561e-08 0 5.21885e-08 2.60227e-08 1.91138e-08 2.76085e-08 1.06645e-07 5.03964e-08 3.03506e-08 2.97586e-08 2.611e-08 3.51553e-08 2.51135e-08 2.67973e-31 2.81338e-08 2.16412e-08 2.25295e-08 0 3.87009e-08 3.01763e-08 3.08072e-08 4.05197e-08 2.96052e-08 2.0301e-08 2.72576e-06 3.11287e-08 3.04604e-08 2.2575e-08 0 2.25416e-08 0 3.37919e-08 2.49861e-08 0 2.3774e-08 0 2.57228e-08 1.35629e-07 0 3.26464e-08 7.5794e-07 4.29496e-08 0 -------------------------------------------------------------- Initialization seed trial #939 of 1000; initialization seed = 493577164 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 727192 Distortion: 0.00020899 Distortions/cluster: 0 2.37291e-06 3.35056e-06 4.67371e-06 1.27749e-35 2.64392e-06 3.71386e-06 2.75265e-06 5.33061e-06 3.91792e-06 2.80083e-06 3.75407e-06 2.17782e-06 2.75056e-06 2.23395e-06 2.37044e-35 2.76994e-06 5.184e-06 9.64317e-35 2.49216e-06 3.36304e-06 1.61106e-06 1.62813e-06 2.17879e-06 4.54707e-06 1.08283e-34 0 3.46185e-06 3.6804e-06 2.95449e-06 3.0009e-06 5.25522e-06 0 4.84035e-06 0 6.45786e-06 2.5075e-06 5.83419e-06 3.50285e-06 0 0 6.77847e-06 3.07646e-06 3.04284e-06 5.03438e-06 2.2007e-06 1.99717e-06 5.06382e-06 9.85484e-06 2.58896e-06 2.62047e-06 1.96179e-06 2.21662e-06 0 5.8088e-06 0 2.43636e-06 3.00286e-06 2.37933e-06 0 5.03937e-06 2.60895e-06 3.16903e-06 4.4441e-06 3.48953e-06 2.1698e-06 3.29537e-06 2.39958e-06 3.69565e-06 3.83896e-06 1.92421e-06 2.19019e-06 4.81569e-35 2.91848e-06 0 0 Variance: 3.57615e-08 Variances/cluster: 0 3.70742e-08 2.376e-08 2.95707e-08 0 2.97043e-08 3.53669e-08 1.14655e-07 4.13102e-08 4.50295e-08 2.64205e-08 1.10403e-07 3.51231e-08 3.27418e-08 2.59739e-08 0 2.58842e-08 4.24779e-08 6.86694e-32 3.89366e-08 2.16945e-08 3.28758e-08 2.75929e-08 2.65682e-08 3.34235e-08 0 0 2.83664e-08 2.80922e-08 3.28248e-08 2.60918e-08 1.75159e-06 0 3.78033e-08 0 4.0355e-07 2.50726e-08 4.78062e-08 5.38853e-08 0 0 4.28878e-08 2.03716e-08 2.62291e-08 7.51328e-08 3.72967e-08 3.56617e-08 4.44048e-08 8.95767e-07 2.29091e-08 3.5409e-08 1.96162e-08 1.73158e-08 0 4.46687e-08 0 1.88848e-08 3.80079e-08 1.96621e-08 0 3.67718e-08 1.04322e-07 4.28104e-08 2.6763e-08 2.93213e-08 2.3081e-08 2.33691e-08 2.22162e-08 2.46355e-08 2.39914e-08 1.48005e-07 2.14705e-08 2.67973e-31 2.35341e-08 0 0 -------------------------------------------------------------- Initialization seed trial #940 of 1000; initialization seed = 493577165 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 723101 Distortion: 0.000229449 Distortions/cluster: 2.09071e-06 2.45348e-05 2.5512e-06 3.90574e-06 3.86407e-06 2.76911e-06 2.20373e-06 2.98859e-06 3.12374e-06 4.07701e-06 5.64841e-06 2.97477e-06 3.0713e-06 2.37044e-35 2.83646e-06 2.75265e-06 4.17291e-06 2.9234e-06 1.27749e-35 9.64317e-35 3.3853e-06 2.91613e-06 3.2313e-06 0 2.35331e-06 3.05167e-06 1.97448e-06 0 5.61694e-06 4.53888e-06 2.85499e-06 1.59192e-05 2.48581e-06 0 3.47461e-06 3.61551e-06 0 4.81569e-35 5.11513e-06 4.57452e-06 3.4715e-06 3.38894e-06 2.90691e-06 0 3.99857e-06 2.88033e-06 0 3.32013e-06 2.34424e-06 4.25356e-06 7.89415e-06 2.92613e-06 0 0 0 2.53294e-06 3.02231e-06 3.45502e-06 1.08283e-34 2.21687e-06 2.80606e-06 0 3.60828e-06 4.48173e-06 0 1.81905e-06 4.27414e-06 4.43442e-06 0 4.82207e-06 3.12943e-06 2.49387e-06 2.46539e-06 0 2.58668e-06 2.31993e-06 Variance: 3.92623e-08 Variances/cluster: 3.37101e-08 2.72576e-06 3.86425e-08 4.88173e-08 2.81956e-08 2.21509e-08 3.38933e-08 2.06092e-08 2.3136e-08 2.95406e-08 5.43069e-08 3.58288e-08 2.45683e-08 0 2.48784e-08 1.14655e-07 4.05007e-08 2.83797e-08 0 6.86694e-32 2.27182e-08 2.65071e-08 3.47336e-08 0 2.80132e-08 2.16412e-08 2.19367e-08 0 2.86553e-08 2.6697e-08 1.0977e-07 7.5794e-07 2.25963e-08 0 3.99355e-08 3.68819e-08 0 2.67973e-31 3.45504e-08 2.54056e-08 3.33692e-08 2.18616e-08 3.8746e-08 0 3.09865e-08 3.73945e-08 0 2.40567e-08 3.16763e-08 4.29615e-08 9.07286e-08 3.75116e-08 0 0 0 2.81413e-08 2.60521e-08 3.32185e-08 0 1.92749e-08 4.18674e-08 0 3.75829e-08 4.07296e-08 0 2.3319e-08 1.64378e-07 4.66637e-08 0 5.29852e-08 2.1001e-08 3.83645e-08 2.24104e-08 0 1.79615e-08 3.68209e-08 -------------------------------------------------------------- Initialization seed trial #941 of 1000; initialization seed = 493577166 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 726564 Distortion: 0.000211672 Distortions/cluster: 2.26454e-06 2.34763e-06 4.81569e-35 3.75428e-06 2.15352e-06 2.31519e-06 1.08283e-34 2.04037e-06 1.87142e-06 3.44246e-06 5.25522e-06 3.17698e-06 2.16234e-06 3.09534e-06 2.90411e-06 2.89845e-06 9.85484e-06 2.77187e-06 1.27749e-35 3.60932e-06 2.10133e-06 9.64317e-35 4.56155e-06 2.37044e-35 4.84115e-06 2.0821e-06 1.66487e-06 1.89132e-06 2.7292e-06 2.35498e-06 3.34549e-06 2.01206e-06 2.72286e-06 1.95698e-06 4.97852e-06 5.42751e-06 2.89649e-06 0 3.19542e-06 3.26607e-06 4.67469e-06 0 5.9173e-06 0 3.03168e-06 4.47947e-06 3.59142e-06 2.66086e-06 0 2.06231e-06 4.91102e-06 1.82455e-06 0 3.158e-06 0 0 5.9104e-06 3.30293e-06 2.83915e-06 0 2.05422e-06 2.53715e-06 0 6.48136e-06 0 0 3.03902e-06 4.44579e-06 5.76994e-06 5.8539e-06 7.89415e-06 2.38082e-06 2.40095e-06 7.18467e-06 2.67072e-06 2.64961e-06 Variance: 3.62204e-08 Variances/cluster: 3.59331e-08 2.47089e-08 2.67973e-31 5.00526e-08 2.72571e-08 3.45523e-08 0 1.96166e-08 2.20143e-08 3.95661e-08 1.75159e-06 4.81216e-08 3.32557e-08 2.89259e-08 2.18335e-08 3.25639e-08 8.95767e-07 1.73227e-08 0 5.30736e-08 2.12237e-08 6.86694e-32 4.26178e-08 0 1.72882e-07 2.66912e-08 1.95849e-08 2.03344e-08 2.39382e-08 3.18213e-08 3.12637e-08 2.48382e-08 3.58244e-08 2.27529e-08 3.38644e-08 1.42782e-07 2.70673e-08 0 3.67171e-08 2.38378e-08 3.03525e-08 0 3.50023e-08 0 2.65914e-08 2.21737e-08 4.12772e-08 2.51002e-08 0 1.92717e-08 3.71929e-08 2.56956e-08 0 4.64259e-08 0 0 3.93959e-07 3.753e-08 2.60448e-08 0 2.28227e-08 2.30624e-08 0 4.04951e-08 0 0 3.57415e-08 3.89856e-08 3.25879e-08 4.83648e-08 9.07286e-08 2.64512e-08 3.75024e-08 3.16401e-08 1.94926e-08 3.83972e-08 -------------------------------------------------------------- Initialization seed trial #942 of 1000; initialization seed = 493577167 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 726672 Distortion: 0.000210087 Distortions/cluster: 5.25522e-06 7.62652e-06 2.72497e-06 1.98961e-06 2.6183e-06 4.09897e-06 2.2594e-06 4.40294e-06 1.33893e-06 3.66586e-06 2.96665e-06 3.50437e-06 5.74069e-06 8.09062e-06 2.9946e-06 3.05701e-06 2.32316e-06 2.319e-06 2.16405e-06 1.74457e-06 4.03753e-06 1.69204e-06 9.85484e-06 2.20526e-06 2.13198e-06 3.72682e-06 1.58018e-06 3.13594e-06 0 1.3325e-06 3.63808e-06 5.9104e-06 1.69814e-06 2.37044e-35 3.16229e-06 1.7126e-06 2.12871e-06 4.76648e-06 3.53998e-06 1.53927e-06 3.87084e-06 3.08144e-06 3.33889e-06 3.69907e-06 2.75104e-06 1.27749e-35 9.64317e-35 3.74727e-06 2.12785e-06 2.52214e-06 0 3.18852e-06 2.76784e-06 2.09372e-06 3.10259e-06 7.92654e-06 1.08283e-34 2.06475e-06 5.96932e-06 0 0 0 0 4.0551e-06 3.80029e-06 3.71004e-06 1.97622e-06 4.81569e-35 0 2.4522e-06 2.56693e-06 1.68615e-06 5.02915e-06 2.39164e-06 0 1.48877e-06 Variance: 3.59491e-08 Variances/cluster: 1.75159e-06 3.701e-08 3.63209e-08 2.55056e-08 2.12852e-08 2.86616e-08 2.48264e-08 3.10039e-08 2.05965e-08 4.07183e-08 1.95157e-08 4.32506e-08 3.11892e-08 9.40674e-08 3.69675e-08 2.65799e-08 2.44514e-08 3.46005e-08 2.40429e-08 2.49195e-08 5.68616e-08 1.87982e-08 8.95767e-07 2.34581e-08 1.74737e-08 4.00602e-08 1.81608e-08 2.03615e-08 0 2.7758e-08 4.04196e-08 3.93959e-07 1.95167e-08 0 3.90374e-08 2.63451e-08 2.08679e-08 4.14352e-08 5.28309e-08 1.94823e-08 4.07431e-08 3.62406e-08 2.45485e-08 3.85194e-08 3.16183e-08 0 6.86694e-32 3.43757e-08 2.9146e-08 3.11349e-08 0 3.75088e-08 3.07511e-08 1.61041e-07 3.64979e-08 4.66113e-08 0 1.69227e-08 2.88278e-08 0 0 0 0 3.78857e-08 2.36019e-08 6.08018e-08 2.60005e-08 2.67973e-31 0 3.65883e-08 2.23192e-08 9.36674e-08 1.32302e-07 2.7175e-08 0 1.90848e-08 -------------------------------------------------------------- Initialization seed trial #943 of 1000; initialization seed = 493577168 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 49 BIC score: 686389 Distortion: 0.000528404 Distortions/cluster: 2.37044e-35 2.03197e-06 3.30947e-06 2.8921e-06 1.08283e-34 0 3.76688e-06 5.98748e-06 2.04764e-06 3.73511e-06 5.45508e-06 5.96747e-06 5.79311e-06 3.00549e-06 6.00468e-06 9.64317e-35 4.2803e-06 3.55712e-06 2.88159e-06 2.48768e-06 4.14679e-06 2.47806e-06 4.3081e-06 3.558e-06 1.8359e-06 0 5.37622e-06 2.02613e-06 0 3.35976e-06 0 0 0 3.16124e-06 5.10274e-06 2.2017e-06 0 2.09542e-06 0 3.26709e-06 5.0111e-06 2.98483e-06 0 4.14942e-06 3.22187e-06 4.35604e-05 2.02051e-06 2.60791e-06 2.46682e-06 5.06807e-06 0 0 2.59678e-06 3.94854e-06 2.23337e-06 2.29233e-06 0 0 1.27749e-35 3.81953e-06 3.31835e-06 6.15816e-06 5.11331e-06 0 0 4.15891e-06 0 2.22823e-06 3.76341e-06 0 3.40629e-06 0.000295376 4.34624e-06 5.16904e-06 3.26408e-06 0 Variance: 9.04182e-08 Variances/cluster: 0 2.20847e-08 4.18782e-08 2.65299e-08 0 0 2.65244e-08 2.99275e-08 2.02713e-08 3.73388e-08 2.71374e-08 4.48533e-08 3.06414e-08 4.76918e-08 1.46407e-07 6.86694e-32 3.37003e-08 3.12e-08 2.94011e-08 2.0903e-08 2.39678e-08 2.13607e-08 3.98767e-08 3.66684e-08 1.93231e-08 0 4.26646e-08 2.11033e-08 0 4.14654e-08 0 0 0 4.32904e-08 3.83632e-08 2.75188e-08 0 1.66289e-08 0 4.66586e-08 3.2529e-08 3.73075e-08 0 3.67176e-08 2.85097e-08 2.7222e-06 1.77222e-08 2.43708e-08 2.71055e-08 3.54296e-08 0 0 3.09113e-08 2.54722e-08 3.23647e-08 1.87874e-08 0 0 0 8.67993e-08 2.03562e-08 5.44922e-08 1.7043e-07 0 0 2.49015e-08 0 2.27343e-08 3.91997e-08 0 3.95961e-08 3.07651e-06 4.57461e-08 4.0688e-08 3.1687e-08 0 -------------------------------------------------------------- Initialization seed trial #944 of 1000; initialization seed = 493577169 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 726395 Distortion: 0.000213999 Distortions/cluster: 7.89415e-06 3.50898e-06 1.27749e-35 3.13669e-06 5.65162e-06 1.42785e-06 3.24838e-06 3.10903e-06 4.29618e-06 3.47043e-06 2.63056e-06 2.23118e-06 1.98604e-06 1.32258e-05 4.81569e-35 2.92643e-06 2.76962e-06 5.94395e-06 5.25522e-06 2.77527e-06 4.79333e-06 3.63812e-06 1.91957e-06 9.85484e-06 2.14552e-06 2.43238e-06 5.64829e-06 6.49006e-06 2.07238e-06 4.44388e-06 3.05318e-06 2.0566e-06 5.42751e-06 9.64317e-35 0 2.37044e-35 0 2.13879e-06 3.89899e-06 0 3.18493e-06 0 5.71874e-06 3.24554e-06 1.56344e-06 4.77186e-06 2.15739e-06 3.15642e-06 0 4.0765e-06 0 3.06979e-06 1.52508e-06 4.84115e-06 2.68584e-06 0 3.56308e-06 2.04024e-06 1.95332e-06 0 0 0 1.75048e-06 4.00894e-06 0 2.21571e-06 3.41192e-06 5.9104e-06 1.25147e-06 1.08283e-34 3.12594e-06 2.13474e-06 2.02445e-06 2.5697e-06 0 2.54093e-06 Variance: 3.66186e-08 Variances/cluster: 9.07286e-08 2.07614e-08 0 2.41262e-08 3.26577e-08 2.8548e-08 2.77616e-08 2.22054e-08 4.05167e-08 4.13112e-08 4.04666e-08 2.12472e-08 1.96615e-08 4.13171e-08 2.67973e-31 3.75154e-08 2.61254e-08 2.95693e-08 1.75159e-06 4.95431e-08 3.03345e-08 5.19575e-08 1.88171e-08 8.95767e-07 2.61626e-08 2.4818e-08 4.12151e-08 3.36163e-08 3.23781e-08 3.29148e-08 2.678e-08 3.16372e-08 1.42782e-07 6.86694e-32 0 0 0 2.09667e-08 4.14661e-08 0 4.42311e-08 0 3.76112e-08 3.41606e-08 4.88533e-08 2.57916e-08 2.03509e-08 3.80268e-08 0 2.44077e-08 0 3.69732e-08 2.45954e-08 1.72882e-07 3.83662e-08 0 3.71125e-08 2.87332e-08 2.0135e-08 0 0 0 2.01181e-08 3.85349e-08 0 3.16503e-08 3.66754e-08 3.93959e-07 2.36097e-08 0 4.16653e-08 3.04935e-08 2.81149e-08 1.73613e-08 0 2.20932e-08 -------------------------------------------------------------- Initialization seed trial #945 of 1000; initialization seed = 493577170 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 64 BIC score: 498983 Distortion: 0.0358341 Distortions/cluster: 1.85949e-06 3.02294e-06 2.28912e-06 2.18566e-06 1.95013e-06 4.56695e-06 5.58893e-06 3.08876e-06 5.47286e-06 2.77511e-06 1.6986e-06 3.86739e-06 2.00249e-06 5.37837e-06 1.22174e-06 2.87218e-06 2.08043e-06 0.0356196 5.25315e-06 3.38659e-06 1.92916e-06 2.13717e-06 3.88677e-06 4.13595e-06 1.92018e-06 1.08283e-34 5.94502e-06 1.27749e-35 1.83829e-06 4.50395e-06 2.37398e-06 3.38582e-06 3.07623e-06 1.51053e-06 7.67396e-06 3.86338e-06 6.45786e-06 2.37044e-35 5.25522e-06 1.62616e-06 4.50476e-06 2.55847e-06 1.74287e-06 2.45439e-06 0 6.27178e-06 0 0 1.62122e-06 5.13406e-06 2.89142e-06 7.1013e-06 8.467e-06 0 0 1.55113e-06 6.37361e-06 2.87868e-06 4.54709e-06 2.86543e-06 1.52629e-06 0 3.60455e-06 9.85484e-06 4.81569e-35 0 1.92372e-06 1.80553e-06 0 2.89414e-06 5.90156e-06 0 0 0 1.93296e-06 2.01744e-06 Variance: 6.13177e-06 Variances/cluster: 2.51261e-08 2.4776e-08 3.3661e-08 2.253e-08 3.89994e-08 1.69132e-07 3.12127e-08 4.11798e-08 5.0193e-08 2.8029e-08 3.39701e-08 2.26139e-08 2.90191e-08 4.88791e-08 2.77644e-08 2.56414e-08 4.16048e-08 0.035575 4.13498e-08 5.29108e-08 5.21357e-08 3.23786e-08 2.38424e-08 2.89202e-08 2.13334e-08 0 2.92762e-08 0 3.53485e-08 3.46427e-08 1.99477e-08 2.64494e-08 2.22896e-08 2.28844e-08 4.48624e-08 2.32713e-08 4.0355e-07 0 1.75159e-06 2.80347e-08 2.85086e-08 1.86733e-08 3.112e-08 2.23107e-08 0 4.54341e-08 0 0 2.53294e-08 8.4155e-08 9.63715e-08 4.89588e-08 4.12892e-08 0 0 2.50162e-08 3.40724e-08 2.08582e-08 1.26266e-07 3.62681e-08 3.17956e-08 0 2.21112e-08 8.95767e-07 2.67973e-31 0 1.88583e-08 2.57911e-08 0 2.24332e-08 4.43581e-08 0 0 0 2.51005e-08 2.92356e-08 -------------------------------------------------------------- Initialization seed trial #946 of 1000; initialization seed = 493577171 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 28 BIC score: 722277 Distortion: 0.000235438 Distortions/cluster: 4.74487e-06 2.15026e-06 2.27946e-06 4.08191e-06 1.31766e-06 2.04334e-06 1.93231e-06 2.72487e-06 4.30742e-06 3.70128e-06 2.94079e-06 2.18684e-06 2.37044e-35 2.18547e-06 1.88692e-06 1.33453e-06 3.66201e-06 5.83568e-06 3.29201e-06 2.37106e-06 1.59192e-05 5.24573e-06 1.1105e-05 2.24452e-06 2.27655e-06 2.41493e-06 2.93832e-06 9.64317e-35 0 0 3.81864e-06 2.20317e-06 0 9.69082e-06 3.95808e-06 6.36643e-06 4.38055e-06 1.08283e-34 3.37598e-06 1.4264e-06 0 1.27749e-35 2.50151e-06 4.10347e-06 0 4.57648e-06 2.04353e-06 0 1.89464e-06 1.40514e-06 2.45348e-05 2.09372e-06 0 1.62222e-06 4.81569e-35 2.50684e-06 1.96267e-06 1.76282e-06 2.07673e-06 3.4032e-06 4.11256e-06 0 0 2.89374e-06 2.67076e-06 6.58367e-06 0 5.28284e-06 3.07756e-06 0 4.75308e-06 0 1.16449e-05 3.31225e-06 0 2.27598e-06 Variance: 4.02872e-08 Variances/cluster: 3.14202e-08 2.98621e-08 2.84907e-08 4.08058e-08 2.27158e-08 5.2389e-08 3.51306e-08 3.7843e-08 4.06226e-08 4.93461e-08 2.33373e-08 2.63451e-08 0 2.25286e-08 2.85871e-08 2.08499e-08 1.07697e-07 1.42286e-07 1.84928e-08 1.91192e-08 7.5794e-07 7.82868e-08 4.20508e-08 3.2062e-08 2.4743e-08 2.71317e-08 2.74578e-08 6.86694e-32 0 0 4.49211e-08 3.23968e-08 0 3.27286e-08 4.07919e-08 4.93373e-08 4.17059e-08 0 3.44459e-08 1.76078e-08 0 0 1.96952e-08 2.48674e-08 0 2.93338e-08 2.27038e-08 0 2.28242e-08 2.00714e-08 2.72576e-06 1.61041e-07 0 1.90833e-08 2.67973e-31 3.53044e-08 1.96244e-08 2.93777e-08 2.41451e-08 5.0032e-08 3.21266e-08 0 0 3.48613e-08 3.81505e-08 4.6349e-08 0 4.09388e-08 2.34908e-08 0 2.70038e-08 0 4.31149e-08 2.083e-08 0 2.39554e-08 -------------------------------------------------------------- Initialization seed trial #947 of 1000; initialization seed = 493577172 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 53 BIC score: 498978 Distortion: 0.0358349 Distortions/cluster: 1.52167e-06 3.02378e-06 1.08283e-34 4.34539e-06 0.0356196 2.56554e-06 2.29275e-06 2.02146e-06 6.17617e-06 4.07085e-06 5.25522e-06 6.45786e-06 2.06906e-06 2.27999e-06 1.94631e-06 3.77074e-06 1.99455e-06 4.81228e-06 3.48467e-06 2.62962e-06 4.24799e-06 1.75006e-06 6.93837e-06 5.65563e-06 2.37044e-35 5.18244e-06 2.59585e-06 2.22641e-06 3.28998e-06 2.07321e-06 1.27749e-35 8.29035e-06 5.43779e-06 2.9299e-06 1.83556e-06 0 1.94343e-06 1.78774e-06 1.93233e-06 2.29998e-06 1.43087e-06 6.96078e-06 0 2.40355e-06 1.50501e-06 1.77509e-06 1.88994e-06 2.22864e-06 1.98349e-06 5.83568e-06 4.8249e-06 1.31419e-05 3.26269e-06 2.59824e-06 2.10807e-06 1.46021e-06 4.56695e-06 0 4.81569e-35 2.18087e-06 3.14067e-06 0 3.89726e-06 0 1.69128e-06 2.91312e-06 2.99457e-06 7.83886e-06 0 0 1.70548e-06 0 0 0 9.85484e-06 0 Variance: 6.13191e-06 Variances/cluster: 2.20505e-08 5.03918e-08 0 3.01736e-08 0.035575 3.46664e-08 3.27507e-08 2.1276e-08 3.21571e-08 2.40857e-08 1.75159e-06 4.0355e-07 2.61884e-08 2.13064e-08 5.12146e-08 2.28509e-08 3.38034e-08 2.65848e-08 4.30064e-08 1.97698e-08 4.04437e-08 2.77763e-08 4.30816e-08 4.41703e-08 0 4.07938e-08 2.02778e-08 2.41972e-08 3.32292e-08 2.07296e-08 0 9.41992e-08 4.05672e-08 2.34369e-08 2.66e-08 0 2.69897e-08 2.6288e-08 2.05549e-08 2.16959e-08 2.60136e-08 5.00625e-08 0 2.35621e-08 2.00644e-08 2.6893e-08 3.09808e-08 2.89408e-08 3.8141e-08 1.42286e-07 4.72883e-08 4.18394e-08 1.89674e-08 2.91913e-08 3.51313e-08 2.39353e-08 1.69132e-07 0 2.67973e-31 3.57488e-08 5.23399e-08 0 3.16822e-08 0 3.45137e-08 2.64799e-08 2.18563e-08 3.51404e-08 0 0 1.83369e-08 0 0 0 8.95767e-07 0 -------------------------------------------------------------- Initialization seed trial #948 of 1000; initialization seed = 493577173 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 498706 Distortion: 0.0358483 Distortions/cluster: 6.05597e-06 3.95355e-06 0.0356196 2.31032e-06 1.59192e-05 2.99258e-06 4.01224e-06 3.23834e-06 2.46367e-06 1.85126e-06 2.62422e-06 4.17844e-06 3.05561e-06 5.30254e-06 5.05443e-06 2.5658e-06 2.37044e-35 4.84707e-06 2.50277e-06 1.27749e-35 2.14706e-06 6.12642e-06 2.22692e-06 4.77478e-06 3.15445e-06 2.69449e-06 2.29367e-06 0 3.43292e-06 4.38475e-06 5.71451e-06 2.09372e-06 0 2.22835e-06 3.06001e-06 3.4379e-06 2.55109e-06 5.24573e-06 2.69979e-06 4.02587e-06 2.5388e-06 4.81569e-35 2.76792e-06 2.58656e-06 0 3.0396e-06 3.73296e-06 0 0 3.66434e-06 2.45348e-05 2.95873e-06 2.19316e-06 3.97449e-06 2.48233e-06 3.23968e-06 4.69358e-06 3.32084e-06 3.89059e-06 0 1.08283e-34 2.38732e-06 3.07728e-06 0 2.21223e-06 0 2.80618e-06 0 0 0 3.93819e-06 2.58344e-06 1.98036e-06 1.61701e-06 1.55763e-06 1.7498e-06 Variance: 6.13421e-06 Variances/cluster: 2.91057e-08 4.49226e-08 0.035575 2.5668e-08 7.5794e-07 3.51954e-08 3.85665e-08 1.76943e-08 3.84829e-08 2.05673e-08 2.57246e-08 1.16056e-07 4.77295e-08 1.35917e-07 3.55831e-08 2.61791e-08 0 3.20893e-08 3.29283e-08 0 2.49635e-08 4.6048e-08 3.00911e-08 2.84188e-08 3.70989e-08 3.06164e-08 2.43979e-08 0 2.68168e-08 2.90356e-08 2.80098e-08 1.61041e-07 0 4.9515e-08 3.64264e-08 3.50691e-08 2.38398e-08 7.82868e-08 2.67284e-08 3.94563e-08 3.0214e-08 2.67973e-31 2.61101e-08 3.27384e-08 0 3.84727e-08 2.22181e-08 0 0 2.13024e-08 2.72576e-06 4.9308e-08 2.96346e-08 3.426e-08 2.66894e-08 2.23406e-08 2.98856e-08 2.40617e-08 4.92331e-08 0 0 2.1701e-08 3.94404e-08 0 4.6084e-08 0 4.18694e-08 0 0 0 4.57889e-08 3.4443e-08 2.0414e-08 1.90215e-08 1.92278e-08 1.76726e-08 -------------------------------------------------------------- Initialization seed trial #949 of 1000; initialization seed = 493577174 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 595574 Distortion: 0.00412976 Distortions/cluster: 3.08394e-06 1.98428e-06 5.25522e-06 4.15317e-06 5.24653e-06 3.97439e-06 4.64732e-06 5.62898e-06 1.74209e-06 6.49353e-06 3.20637e-06 9.64317e-35 9.85484e-06 2.69207e-06 1.81888e-06 4.22682e-06 2.3314e-06 2.37044e-35 4.81569e-35 0 6.01529e-06 0 3.2777e-06 2.39028e-06 2.58906e-06 3.35328e-06 4.31966e-06 0 1.95009e-06 5.68318e-06 3.92966e-06 3.95568e-06 4.82489e-06 4.01036e-06 1.77781e-06 0 4.03398e-06 0 3.44912e-06 3.94508e-06 0 1.48903e-06 4.5812e-06 2.89142e-06 3.51114e-06 3.79653e-06 3.62198e-06 3.67906e-06 6.45786e-06 0 0 4.44607e-06 5.98915e-06 0 2.23315e-06 3.86661e-06 0 0 2.61085e-06 0 1.83591e-06 0 2.09368e-06 3.25044e-06 4.56695e-06 6.36274e-06 0 0.00391362 0 2.24953e-06 0 8.23977e-06 0 1.90144e-06 5.07391e-06 5.54074e-06 Variance: 7.06666e-07 Variances/cluster: 3.90245e-08 3.20017e-08 1.75159e-06 2.40042e-08 3.01427e-08 4.84639e-08 4.11132e-08 2.97803e-08 3.41557e-08 4.91787e-08 4.78418e-08 6.86694e-32 8.95767e-07 2.20642e-08 2.4914e-08 2.57648e-08 2.64909e-08 0 2.67973e-31 0 2.70935e-08 0 2.80113e-08 3.4639e-08 3.11908e-08 4.19021e-08 4.03575e-08 0 3.421e-08 2.99089e-08 3.16805e-08 2.19734e-08 2.95979e-08 2.43024e-08 2.86718e-08 0 3.38877e-08 0 4.42048e-08 6.80118e-08 0 4.65281e-08 3.8811e-08 9.63715e-08 3.47606e-08 3.16344e-08 3.54986e-08 2.28493e-08 4.0355e-07 0 0 3.47236e-08 2.29449e-08 0 2.10655e-08 2.44698e-08 0 0 4.07909e-08 0 3.74642e-08 0 3.5483e-08 2.95465e-08 1.69132e-07 2.50479e-08 0 0.00391989 0 3.62799e-08 0 3.53607e-08 0 3.58739e-08 4.29854e-08 1.38473e-07 -------------------------------------------------------------- Initialization seed trial #950 of 1000; initialization seed = 493577175 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 722945 Distortion: 0.000229667 Distortions/cluster: 3.14332e-06 3.42697e-06 1.98048e-06 3.04207e-06 4.27414e-06 2.37044e-35 2.07034e-06 4.01744e-06 1.66335e-06 3.01248e-06 2.64536e-06 3.79955e-06 2.95003e-06 4.3037e-06 1.27749e-35 6.13809e-06 3.03731e-06 4.75439e-06 4.4045e-06 3.15071e-06 1.59192e-05 2.71631e-06 2.50626e-06 2.38646e-06 1.94889e-06 0 4.81569e-35 2.02336e-06 2.89831e-06 4.25575e-06 1.92856e-06 2.3416e-06 2.45348e-05 0 1.59854e-06 4.5738e-06 3.82424e-06 3.30174e-06 4.83012e-06 1.61001e-06 3.96427e-06 2.85499e-06 3.59704e-06 2.55826e-06 7.89415e-06 5.53455e-06 0 0 3.05849e-06 4.64384e-06 2.41514e-06 3.19788e-06 2.75265e-06 2.0243e-06 0 5.41465e-06 4.69487e-06 3.75771e-06 2.25584e-06 3.7162e-06 3.04038e-06 2.79104e-06 0 2.59149e-06 0 0 0 9.64317e-35 2.28242e-06 1.08283e-34 4.80409e-06 2.69898e-06 0 0 2.11149e-06 0 Variance: 3.92996e-08 Variances/cluster: 2.29412e-08 3.14296e-08 2.41498e-08 3.45659e-08 1.64378e-07 0 2.4354e-08 2.84897e-08 1.91173e-08 2.66568e-08 1.9593e-08 3.16603e-08 3.27674e-08 3.11835e-08 0 4.2318e-08 2.12381e-08 3.92796e-08 3.19063e-08 3.24787e-08 7.5794e-07 2.49181e-08 1.79003e-08 5.9656e-08 2.34785e-08 0 2.67973e-31 2.17547e-08 3.71549e-08 4.29837e-08 2.07353e-08 4.1067e-08 2.72576e-06 0 2.85427e-08 4.19476e-08 2.54922e-08 3.88311e-08 5.4883e-08 3.28542e-08 3.92471e-08 1.0977e-07 2.76671e-08 2.18636e-08 9.07286e-08 4.81115e-08 0 0 2.37016e-08 3.86871e-08 2.36757e-08 2.70983e-08 1.14655e-07 2.97664e-08 0 4.43682e-08 2.8273e-08 4.08422e-08 2.81946e-08 3.53813e-08 2.3207e-08 2.09828e-08 0 3.12125e-08 0 0 0 6.86694e-32 3.4579e-08 0 2.48895e-08 3.37345e-08 0 0 1.86841e-08 0 -------------------------------------------------------------- Initialization seed trial #951 of 1000; initialization seed = 493577176 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 594429 Distortion: 0.00414235 Distortions/cluster: 1.60691e-06 4.04302e-06 4.56695e-06 2.94444e-06 3.23857e-06 2.81659e-06 2.04647e-06 3.92637e-06 7.87631e-06 4.54655e-06 4.0489e-06 2.90949e-06 3.44838e-06 1.59192e-05 4.11117e-06 2.37044e-35 0 3.06653e-06 0 3.35633e-06 1.86444e-06 3.03327e-06 4.77685e-06 3.85453e-06 0 4.81569e-35 3.09221e-06 2.66877e-06 2.0038e-06 3.56997e-06 1.61098e-06 3.40994e-06 3.32449e-06 1.5391e-06 4.18342e-06 2.8003e-06 2.45348e-05 3.57512e-06 2.59461e-06 1.82348e-06 0 0 3.2232e-06 2.4754e-06 2.7947e-06 2.87488e-06 3.80608e-06 3.11517e-06 0 3.66355e-06 1.53613e-06 0 4.06452e-06 1.56251e-06 1.48267e-06 9.64317e-35 2.96006e-06 0.00391362 0 5.66218e-06 5.05278e-06 4.54542e-06 1.59649e-06 5.93025e-06 2.33336e-06 0 2.57113e-06 1.36706e-06 1.41013e-06 2.53823e-06 3.25697e-06 3.44269e-06 2.5586e-06 0 0 4.16981e-06 Variance: 7.08821e-07 Variances/cluster: 2.59157e-08 4.1678e-08 1.69132e-07 2.97392e-08 4.62506e-08 3.52046e-08 2.04629e-08 2.84495e-08 9.05237e-08 4.09465e-08 3.6139e-08 2.1081e-08 2.44486e-08 7.5794e-07 2.99988e-08 0 0 3.0054e-08 0 3.90238e-08 1.84582e-08 3.65333e-08 3.85106e-08 3.26628e-08 0 2.67973e-31 4.12157e-08 2.22378e-08 5.00907e-08 2.34838e-08 1.15029e-07 3.44331e-08 3.82007e-08 1.94805e-08 4.10104e-08 2.41384e-08 2.72576e-06 2.38318e-08 2.85027e-08 2.94083e-08 0 0 3.58017e-08 4.41996e-08 4.10862e-08 3.78148e-08 2.42404e-08 3.94291e-08 0 5.23206e-08 1.5835e-08 0 1.23127e-07 3.9059e-08 2.18016e-08 6.86694e-32 2.52975e-08 0.00391989 0 2.53888e-08 3.17681e-08 2.61208e-08 3.13009e-08 3.75301e-08 2.74488e-08 0 2.67794e-08 2.24089e-08 1.74075e-08 2.85168e-08 2.48596e-08 2.06125e-08 2.61056e-08 0 0 4.21156e-08 -------------------------------------------------------------- Initialization seed trial #952 of 1000; initialization seed = 493577177 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 723902 Distortion: 0.000224573 Distortions/cluster: 2.42436e-06 4.12805e-06 1.81536e-06 2.00896e-06 1.94108e-06 1.92421e-06 2.50322e-06 3.15528e-06 4.47066e-06 4.28421e-06 5.37307e-06 2.62138e-06 9.64317e-35 2.04225e-06 3.49732e-06 2.68999e-06 3.30916e-06 5.56488e-06 3.56404e-06 2.09186e-06 2.37044e-35 4.81569e-35 2.65289e-06 3.26689e-06 4.25164e-06 1.27749e-35 2.04301e-06 3.86687e-06 4.1398e-06 2.26282e-06 0 6.05573e-06 3.7368e-06 2.55436e-06 2.6871e-06 2.01335e-06 0 1.43594e-06 3.60686e-06 0 5.03438e-06 3.75407e-06 2.67949e-06 0 2.17228e-06 2.59411e-06 3.87132e-06 4.24188e-06 2.56745e-06 3.95479e-06 5.3849e-06 3.26292e-06 2.97701e-06 0 4.14409e-06 2.45348e-05 2.17813e-06 1.87727e-06 1.47642e-06 1.59192e-05 1.95921e-06 1.92384e-06 3.4163e-06 0 1.70546e-06 0 1.3473e-06 3.29186e-06 2.38025e-06 1.08283e-34 2.88542e-06 0 1.83597e-06 0 4.37656e-06 2.84248e-06 Variance: 3.84279e-08 Variances/cluster: 1.9549e-08 4.08693e-08 3.18379e-08 3.09046e-08 3.23406e-08 1.48005e-07 2.60721e-08 2.81629e-08 2.41636e-08 2.93343e-08 2.81288e-08 1.92726e-08 6.86694e-32 2.8362e-08 2.41171e-08 4.55793e-08 2.02998e-08 4.18273e-08 2.69977e-08 3.31932e-08 0 2.67973e-31 2.88332e-08 3.14097e-08 2.9722e-08 0 2.37532e-08 3.11817e-08 4.31192e-08 9.83494e-08 0 3.08864e-08 3.62765e-08 2.43251e-08 3.5345e-08 3.53189e-08 0 2.39298e-08 3.4348e-08 0 7.51328e-08 1.10403e-07 5.25346e-08 0 3.39308e-08 3.55244e-08 2.27705e-08 4.46474e-08 2.25195e-08 3.49953e-08 3.05934e-08 3.04921e-08 2.68168e-08 0 2.49622e-08 2.72576e-06 2.90322e-08 3.68059e-08 3.78453e-08 7.5794e-07 3.56102e-08 3.43429e-08 3.71222e-08 0 2.03012e-08 0 3.64023e-08 2.17985e-08 3.49922e-08 0 3.31558e-08 0 2.06265e-08 0 2.91745e-08 1.18397e-07 -------------------------------------------------------------- Initialization seed trial #953 of 1000; initialization seed = 493577178 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 727342 Distortion: 0.000208079 Distortions/cluster: 1.60341e-06 3.24797e-06 5.9104e-06 2.37044e-35 2.29378e-06 3.73667e-06 5.25522e-06 3.81277e-06 3.35997e-06 2.57242e-06 2.29888e-06 2.82962e-06 2.78009e-06 1.08283e-34 2.35184e-06 2.81677e-06 2.35643e-06 4.46293e-06 8.66831e-06 2.26261e-06 3.26691e-06 9.64317e-35 4.81569e-35 2.22391e-06 2.22308e-06 3.11757e-06 0 2.74851e-06 0 4.13161e-06 1.85947e-06 3.5066e-06 3.1383e-06 3.4948e-06 2.45351e-06 0 4.30906e-06 2.14432e-06 2.61864e-06 4.56695e-06 3.92453e-06 4.09647e-06 0 2.18217e-06 3.23158e-06 3.50386e-06 1.27749e-35 2.45932e-06 2.85539e-06 3.99588e-06 3.0655e-06 0 2.96701e-06 4.07089e-06 9.85484e-06 0 0 7.62725e-06 3.93103e-06 3.41449e-06 4.51343e-06 4.15604e-06 0 2.83684e-06 2.06846e-06 2.99426e-06 2.35734e-06 2.64486e-06 2.43539e-06 1.94438e-06 0 2.89381e-06 2.0513e-06 0 2.6372e-06 4.94182e-06 Variance: 3.56055e-08 Variances/cluster: 2.25813e-08 4.92073e-08 3.93959e-07 0 3.09946e-08 4.06134e-08 1.75159e-06 2.84442e-08 3.77401e-08 1.90533e-08 3.83022e-08 3.67364e-08 3.43192e-08 0 3.35865e-08 3.31355e-08 3.22775e-08 2.975e-08 9.63048e-08 2.97614e-08 2.31668e-08 6.86694e-32 2.67973e-31 1.95063e-08 1.30756e-07 2.22664e-08 0 3.35076e-08 0 5.0992e-08 2.35355e-08 5.00792e-08 3.41017e-08 4.16012e-08 3.50473e-08 0 2.79718e-08 3.5727e-08 1.76919e-08 1.69132e-07 3.44226e-08 6.50014e-08 0 2.87104e-08 2.15414e-08 3.46808e-08 0 3.23567e-08 2.14669e-08 3.95502e-08 2.91857e-08 0 2.4518e-08 2.99302e-08 8.95767e-07 0 0 3.3151e-08 2.48778e-08 2.77577e-08 2.54974e-08 1.18705e-07 0 2.6023e-08 5.04461e-08 2.35747e-08 1.96428e-08 3.14837e-08 4.12641e-08 3.13581e-08 0 2.51613e-08 2.07178e-08 0 2.41923e-08 2.26669e-08 -------------------------------------------------------------- Initialization seed trial #954 of 1000; initialization seed = 493577179 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 498893 Distortion: 0.0358323 Distortions/cluster: 2.41691e-06 3.41179e-06 5.48562e-06 4.1808e-06 3.39369e-06 2.85499e-06 2.37044e-35 6.62299e-06 3.71036e-06 4.00845e-06 0 0 6.45786e-06 5.80933e-06 5.85844e-06 9.85484e-06 1.61392e-06 1.57136e-06 4.03577e-06 2.27636e-06 4.92982e-06 1.08283e-34 3.35569e-06 2.90413e-06 0 2.2762e-06 2.50568e-06 4.16923e-06 4.5635e-06 2.79069e-06 3.0124e-06 1.56746e-06 2.94446e-06 2.57281e-06 4.89557e-06 3.06639e-06 1.50761e-06 0 2.58185e-06 0 2.6917e-06 3.79522e-06 8.08575e-06 1.85839e-06 4.27414e-06 3.65307e-06 2.4608e-06 2.51505e-06 2.74668e-06 1.94084e-06 0 3.51308e-06 0.0356196 7.76697e-06 1.72403e-06 5.25522e-06 2.03191e-06 2.94584e-06 2.24161e-06 0 7.48579e-06 3.30397e-06 2.5116e-06 2.5957e-06 2.21961e-06 1.27749e-35 2.36816e-06 3.28487e-06 0 3.24116e-06 0 0 0 4.81569e-35 3.07629e-06 0 Variance: 6.13148e-06 Variances/cluster: 2.27991e-08 4.87253e-08 3.58423e-08 3.09661e-08 2.63048e-08 1.0977e-07 0 3.06519e-08 2.09607e-08 2.40006e-08 0 0 4.0355e-07 4.43427e-08 5.4747e-08 8.95767e-07 2.24135e-08 1.98887e-08 3.05715e-08 2.88121e-08 3.15911e-08 0 3.85588e-08 3.67491e-08 0 2.80987e-08 2.69404e-08 3.75493e-08 3.48328e-08 1.81198e-08 5.10531e-08 1.91132e-08 2.9442e-08 1.90556e-08 4.07929e-08 2.3768e-08 2.284e-08 0 3.58474e-08 0 2.30032e-08 3.57922e-08 5.08499e-08 2.94956e-08 1.64378e-07 3.23176e-08 1.11816e-07 2.35031e-08 3.52106e-08 2.55344e-08 0 2.85591e-08 0.035575 9.03049e-08 1.83385e-08 1.75159e-06 3.69316e-08 3.72863e-08 1.80759e-08 0 4.15739e-08 2.34304e-08 2.72976e-08 2.47186e-08 3.36193e-08 0 3.28803e-08 2.21931e-08 0 3.85725e-08 0 0 0 2.67973e-31 4.10048e-08 0 -------------------------------------------------------------- Initialization seed trial #955 of 1000; initialization seed = 493577180 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 35 BIC score: 493734 Distortion: 0.0397592 Distortions/cluster: 3.57082e-06 4.30067e-06 2.18688e-06 4.81569e-35 3.75407e-06 5.88509e-06 1.82286e-06 4.40008e-06 2.37044e-35 2.78494e-06 1.33984e-06 2.44876e-06 2.29661e-06 3.76282e-06 1.31685e-06 3.30126e-06 2.71703e-06 5.72822e-06 3.51699e-06 0.00391362 2.12957e-06 1.50413e-06 2.61473e-06 2.67586e-06 2.29884e-06 3.52319e-06 0 2.45348e-05 2.27586e-06 1.38525e-06 2.86959e-06 2.37149e-06 1.75004e-06 3.87571e-06 5.2729e-06 2.60895e-06 1.95952e-06 0 2.7904e-06 5.16182e-06 2.61658e-06 4.95998e-06 1.59192e-05 2.11798e-06 2.88178e-06 0.0356196 5.03438e-06 2.81016e-06 2.03194e-06 2.60077e-06 2.75265e-06 1.78111e-06 2.19423e-06 0 5.34929e-06 2.67985e-06 5.82974e-06 2.60954e-06 0 3.33852e-06 0 1.44677e-06 0 4.14996e-06 0 1.9539e-06 2.10989e-06 2.47321e-06 2.60301e-06 1.91369e-06 1.3277e-06 0 1.57776e-06 1.51876e-06 4.51714e-06 6.23042e-06 Variance: 6.80343e-06 Variances/cluster: 3.92273e-08 4.09453e-08 1.7218e-08 2.67973e-31 1.10403e-07 4.52554e-08 2.60384e-08 2.85694e-08 0 3.48087e-08 2.43582e-08 2.33195e-08 2.76677e-08 5.37498e-08 2.19449e-08 2.50073e-08 2.85978e-08 2.95172e-08 4.28758e-08 0.00391989 2.476e-08 1.9282e-08 2.35541e-08 3.8224e-08 2.70427e-08 2.30254e-08 0 2.72576e-06 3.29814e-08 3.14801e-08 2.09441e-08 2.49608e-08 4.99972e-08 3.91358e-08 3.35744e-08 1.04322e-07 2.36065e-08 0 2.25012e-08 4.3001e-08 2.87512e-08 3.21972e-08 7.5794e-07 3.06926e-08 3.94725e-08 0.035575 7.51328e-08 2.46478e-08 1.78219e-08 3.37733e-08 1.14655e-07 1.48415e-07 2.46513e-08 0 4.11361e-08 3.52584e-08 3.85953e-08 3.83722e-08 0 2.35086e-08 0 2.19181e-08 0 3.02891e-08 0 3.00573e-08 2.97142e-08 3.63676e-08 2.52697e-08 1.85779e-08 1.79398e-08 0 1.8344e-08 2.02477e-08 2.91332e-08 4.86598e-08 -------------------------------------------------------------- Initialization seed trial #956 of 1000; initialization seed = 493577181 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 63 BIC score: 594768 Distortion: 0.00412174 Distortions/cluster: 3.22468e-06 4.23402e-06 3.56117e-06 3.49324e-06 9.64317e-35 5.25522e-06 2.92794e-06 4.81569e-35 2.94904e-06 3.09284e-06 2.73316e-06 2.85499e-06 0.00391362 4.27414e-06 0 2.37044e-35 3.69778e-06 2.22429e-06 3.11285e-06 3.99741e-06 2.84817e-06 3.1414e-06 3.0753e-06 2.65137e-06 2.49659e-06 6.45786e-06 2.81208e-06 3.6531e-06 2.86539e-06 0 2.42399e-06 0 4.35536e-06 1.95658e-06 3.44683e-06 2.42201e-06 2.84272e-06 3.28862e-06 4.74182e-06 1.8098e-06 5.72486e-06 0 4.42712e-06 3.8049e-06 3.49092e-06 2.44714e-06 4.29931e-06 5.2774e-06 2.4608e-06 3.27176e-06 3.54611e-06 0 2.35362e-06 1.53712e-06 3.71276e-06 0 9.85484e-06 3.55285e-06 3.23034e-06 0 3.20303e-06 2.53145e-06 2.87267e-06 2.11346e-06 0 2.45082e-06 3.28717e-06 3.13226e-06 7.89415e-06 0 2.91878e-06 0 0 3.8864e-06 0 1.91616e-06 Variance: 7.05295e-07 Variances/cluster: 3.50479e-08 4.03108e-08 4.28913e-08 2.68687e-08 6.86694e-32 1.75159e-06 2.12145e-08 2.67973e-31 2.23385e-08 2.76118e-08 3.90322e-08 1.0977e-07 0.00391989 1.64378e-07 0 0 3.30051e-08 2.92644e-08 2.34028e-08 2.64706e-08 3.47225e-08 4.83147e-08 5.2119e-08 2.91331e-08 3.78242e-08 4.0355e-07 3.65094e-08 3.92677e-08 3.41007e-08 0 2.35312e-08 0 2.57691e-08 2.03786e-08 2.84837e-08 2.00149e-08 2.9304e-08 2.80985e-08 2.83847e-08 2.62266e-08 2.76539e-08 0 3.11667e-08 4.37308e-08 3.14471e-08 2.54888e-08 2.86528e-08 3.05025e-08 1.11816e-07 2.30385e-08 2.51475e-08 0 3.51255e-08 2.02234e-08 3.90793e-08 0 8.95767e-07 2.11461e-08 3.47244e-08 0 3.72323e-08 2.02498e-08 2.70975e-08 2.07179e-08 0 3.82821e-08 5.30143e-08 3.72856e-08 9.07286e-08 0 3.69437e-08 0 0 3.73571e-08 0 2.0826e-08 -------------------------------------------------------------- Initialization seed trial #957 of 1000; initialization seed = 493577182 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 44 BIC score: 688998 Distortion: 0.000495335 Distortions/cluster: 1.59192e-05 2.62534e-06 1.91293e-06 2.64094e-06 2.76821e-06 4.33909e-06 6.04927e-06 2.82389e-06 4.65144e-06 2.97856e-06 3.53818e-06 3.10843e-06 3.89639e-06 2.69392e-06 2.94287e-06 2.37044e-35 3.32006e-06 3.64155e-06 3.86581e-06 0.000272435 5.71883e-06 5.32665e-06 1.89174e-06 3.1214e-06 1.27749e-35 2.55908e-06 3.64271e-06 4.11852e-06 3.58647e-06 4.12925e-06 2.36825e-06 0 3.56853e-06 0 2.48084e-06 3.17304e-06 9.64317e-35 3.21641e-06 3.09224e-06 2.73663e-06 2.8587e-06 0 0 5.0262e-06 2.49845e-06 0 4.27414e-06 0 1.92791e-06 0 2.53797e-06 3.0779e-06 0 2.60471e-06 0 0 3.75905e-06 2.94578e-06 3.01624e-06 0 2.26643e-06 1.08283e-34 3.43017e-06 2.02049e-06 2.98191e-06 0 3.29558e-06 2.45348e-05 4.19264e-06 2.85492e-06 5.18498e-06 0 2.41845e-06 0 1.76805e-06 4.97808e-06 Variance: 8.47596e-08 Variances/cluster: 7.5794e-07 2.88473e-08 3.54129e-08 3.34187e-08 2.61129e-08 2.46518e-08 2.81336e-08 3.6671e-08 1.32854e-07 4.07887e-08 3.8878e-08 2.63401e-08 3.19272e-08 2.04061e-08 3.72392e-08 0 4.74252e-08 2.42741e-08 2.46206e-08 3.16754e-06 5.39465e-08 3.02624e-08 2.95559e-08 2.21356e-08 0 3.27986e-08 2.10543e-08 2.98417e-08 3.51583e-08 2.75254e-08 2.2131e-08 0 3.83588e-08 0 4.35092e-08 3.56489e-08 6.86694e-32 4.17589e-08 2.73617e-08 1.9973e-08 2.1815e-08 0 0 7.077e-08 2.77582e-08 0 1.64378e-07 0 3.26656e-08 0 3.90429e-08 3.04643e-08 0 3.66839e-08 0 0 4.27128e-08 4.6014e-08 3.38794e-08 0 2.79781e-08 0 2.2565e-08 3.36638e-08 2.63798e-08 0 3.62034e-08 2.72576e-06 2.21813e-08 2.77153e-08 3.26071e-08 0 2.46759e-08 0 2.80551e-08 3.29565e-08 -------------------------------------------------------------- Initialization seed trial #958 of 1000; initialization seed = 493577183 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 60 BIC score: 690575 Distortion: 0.000477938 Distortions/cluster: 1.08283e-34 9.85484e-06 6.25193e-06 5.25522e-06 6.28937e-06 1.90273e-06 2.28875e-06 3.19936e-06 4.33099e-06 3.25667e-06 9.64317e-35 4.17542e-06 2.93349e-06 2.37044e-35 2.96893e-06 5.68083e-06 2.61767e-06 2.69979e-06 3.79048e-06 2.41995e-06 0 5.9104e-06 2.96685e-06 0 2.63102e-06 3.89085e-06 0 4.15639e-06 3.43406e-06 3.42459e-06 2.5957e-06 2.64667e-06 2.99562e-06 2.40523e-06 3.82226e-06 2.01616e-06 3.4933e-06 4.56695e-06 0 4.50805e-06 2.56678e-06 0 2.64434e-06 2.08545e-06 0 3.84759e-06 0 1.27749e-35 0 2.72956e-06 0 4.45049e-06 3.95634e-06 0.000272435 2.75771e-06 5.75461e-06 2.55612e-06 0 1.96604e-06 0 0 2.79197e-06 4.42329e-06 3.86718e-06 5.86745e-06 2.42234e-06 2.06154e-06 3.04123e-06 2.45483e-06 3.81386e-06 0 5.18373e-06 2.51321e-06 0 4.58229e-06 1.78455e-06 Variance: 8.17826e-08 Variances/cluster: 0 8.95767e-07 3.67641e-08 1.75159e-06 3.08201e-08 1.94139e-08 3.69128e-08 3.04669e-08 4.04632e-08 2.27719e-08 6.86694e-32 2.67632e-08 1.96861e-08 0 2.28359e-08 3.10325e-08 2.75517e-08 1.84901e-08 2.56092e-08 2.08598e-08 0 3.93959e-07 3.61779e-08 0 3.3728e-08 3.67032e-08 0 4.28352e-08 3.09347e-08 4.07654e-08 1.88072e-08 2.59446e-08 3.48298e-08 3.81663e-08 2.56505e-08 2.07828e-08 3.67602e-08 1.69132e-07 0 7.76989e-08 2.37644e-08 0 3.77739e-08 2.02448e-08 0 5.41867e-08 0 0 0 2.78502e-08 0 4.31957e-08 4.07835e-08 3.16754e-06 2.44024e-08 3.23187e-08 2.41116e-08 0 2.93412e-08 0 0 3.67336e-08 3.98365e-08 5.36946e-08 4.15997e-08 2.35157e-08 1.9632e-08 3.75427e-08 3.60972e-08 3.02662e-08 0 4.08034e-08 2.30542e-08 0 1.23805e-07 2.05101e-08 -------------------------------------------------------------- Initialization seed trial #959 of 1000; initialization seed = 493577184 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 68 BIC score: 727249 Distortion: 0.000207976 Distortions/cluster: 9.85484e-06 3.34285e-06 2.35356e-06 2.57703e-06 5.25522e-06 2.58159e-06 2.22308e-06 2.92376e-06 2.56905e-06 3.14976e-06 2.52328e-06 1.08283e-34 2.20759e-06 2.09901e-06 3.59654e-06 4.09265e-06 2.89149e-06 4.56695e-06 2.76873e-06 2.68752e-06 3.53596e-06 3.78398e-06 3.78524e-06 9.64317e-35 3.5995e-06 3.86773e-06 0 3.8498e-06 4.03771e-06 3.45829e-06 2.65608e-06 1.96775e-06 2.72532e-06 8.29035e-06 2.37044e-35 0 3.45623e-06 2.08527e-06 2.59296e-06 4.42313e-06 2.7532e-06 1.19721e-06 1.96211e-06 0 5.54074e-06 4.81569e-35 1.47918e-06 5.70531e-06 2.48692e-06 2.0763e-06 1.79497e-06 0 0 3.60178e-06 4.11567e-06 0 5.16082e-06 4.15841e-06 2.78875e-06 4.0334e-06 0 1.66759e-06 0 0 2.76027e-06 2.68555e-06 3.16359e-06 1.27749e-35 4.20204e-06 3.08522e-06 1.6173e-06 0 2.43767e-06 4.43436e-06 5.9104e-06 4.77765e-06 Variance: 3.5588e-08 Variances/cluster: 8.95767e-07 3.63234e-08 1.76944e-08 3.7345e-08 1.75159e-06 2.60742e-08 1.30756e-07 3.79584e-08 3.05811e-08 4.5635e-08 5.8676e-08 0 2.20733e-08 2.01805e-08 3.86701e-08 3.82368e-08 2.77936e-08 1.69132e-07 2.288e-08 1.9333e-08 2.31089e-08 3.74622e-08 2.62778e-08 6.86694e-32 4.137e-08 2.20994e-08 0 2.51599e-08 4.11876e-08 3.49293e-08 2.57841e-08 2.73272e-08 2.83863e-08 9.41992e-08 0 0 4.73415e-08 3.4743e-08 2.88081e-08 4.21113e-08 2.59709e-08 2.10017e-08 1.78358e-08 0 1.38473e-07 2.67973e-31 1.89617e-08 3.24058e-08 3.22948e-08 1.74464e-08 2.16242e-08 0 0 4.80092e-08 4.37692e-08 0 2.88221e-08 2.24759e-08 2.4677e-08 3.25248e-08 0 2.77906e-08 0 0 2.65387e-08 2.63266e-08 2.10881e-08 0 4.20077e-08 2.30213e-08 1.90253e-08 0 3.2072e-08 4.182e-08 3.93959e-07 4.11735e-08 -------------------------------------------------------------- Initialization seed trial #960 of 1000; initialization seed = 493577185 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 726856 Distortion: 0.000210097 Distortions/cluster: 3.01263e-06 3.98723e-06 1.76888e-06 3.78802e-06 2.36694e-06 2.92576e-06 2.08259e-06 2.14034e-06 4.15174e-06 4.2682e-06 2.45977e-06 2.2699e-06 1.27749e-35 9.64317e-35 4.81569e-35 2.34563e-06 2.17336e-06 2.94067e-06 8.00262e-06 2.37044e-35 7.39409e-06 2.34174e-06 1.68866e-06 6.45786e-06 0 3.86296e-06 3.77244e-06 2.98888e-06 3.24974e-06 3.8181e-06 9.85484e-06 2.05516e-06 2.35006e-06 3.38141e-06 3.13885e-06 2.74444e-06 3.47616e-06 4.10084e-06 1.69884e-06 0 2.32394e-06 3.22668e-06 2.47548e-06 0 1.85565e-06 8.70378e-06 4.68146e-06 4.27414e-06 3.07982e-06 1.95904e-06 1.08283e-34 3.12541e-06 0 2.98569e-06 0 2.51692e-06 2.00223e-06 2.43918e-06 5.25522e-06 0 4.45904e-06 0 0 2.9966e-06 4.57519e-06 3.65012e-06 5.69267e-06 2.85499e-06 3.1547e-06 2.66447e-06 0 2.0504e-06 3.06383e-06 0 2.9639e-06 2.00762e-06 Variance: 3.5951e-08 Variances/cluster: 2.35339e-08 3.43696e-08 2.00989e-08 4.25481e-08 2.46534e-08 2.39795e-08 2.50884e-08 3.01422e-08 2.96524e-08 3.84398e-08 1.74437e-08 2.29262e-08 0 6.86694e-32 2.67973e-31 2.36904e-08 2.85945e-08 3.1961e-08 9.09302e-08 0 3.7144e-08 2.38932e-08 1.77738e-08 4.0355e-07 0 2.49198e-08 4.71513e-08 3.14591e-08 3.77752e-08 2.8705e-08 8.95767e-07 3.11361e-08 2.73238e-08 5.28299e-08 4.75439e-08 3.70842e-08 4.08925e-08 3.9044e-08 2.04656e-08 0 3.0178e-08 2.0682e-08 2.09768e-08 0 2.8546e-08 3.15252e-08 3.86772e-08 1.64378e-07 3.75558e-08 2.72064e-08 0 3.76522e-08 0 4.03338e-08 0 2.18843e-08 3.57513e-08 1.93563e-08 1.75159e-06 0 4.20528e-08 0 0 1.95839e-08 3.65897e-08 3.64892e-08 3.64794e-08 1.0977e-07 3.89445e-08 1.15807e-07 0 2.27803e-08 2.59624e-08 0 3.61342e-08 1.87606e-08 -------------------------------------------------------------- Initialization seed trial #961 of 1000; initialization seed = 493577186 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 498492 Distortion: 0.0360953 Distortions/cluster: 3.55297e-06 2.8082e-06 4.34946e-06 2.11412e-06 2.9654e-06 3.82434e-06 2.57013e-06 4.56695e-06 4.01846e-06 5.36099e-06 3.5648e-06 2.36029e-06 3.79088e-06 1.27749e-35 5.01363e-06 1.07872e-06 1.61815e-06 4.98329e-06 2.64875e-06 3.16272e-06 0 1.47248e-06 2.37044e-35 5.76866e-06 1.34667e-06 2.5515e-06 1.86063e-06 1.90504e-06 3.51937e-06 0 9.85484e-06 3.4527e-06 5.1699e-06 2.74622e-06 0 4.95092e-06 0 2.81659e-06 5.27391e-06 5.25522e-06 2.37031e-06 0.000272435 0.0356196 3.1358e-06 0 0 4.9889e-06 2.86674e-06 2.71983e-06 3.92807e-06 2.09948e-06 0 0 2.80721e-06 2.661e-06 0 1.23092e-06 0 3.46385e-06 0 1.76646e-06 2.21067e-06 3.2863e-06 4.15757e-06 1.35002e-06 1.08283e-34 4.38263e-06 4.16705e-06 1.32021e-06 5.34211e-06 4.50026e-06 2.86169e-06 3.10927e-06 0 4.64857e-06 5.66303e-06 Variance: 6.17647e-06 Variances/cluster: 3.73882e-08 3.19086e-08 2.52854e-08 2.03263e-08 2.39124e-08 2.85374e-08 3.38066e-08 1.69132e-07 4.01714e-08 3.57344e-07 3.87448e-08 2.01717e-08 2.41433e-08 0 4.77329e-08 1.89231e-08 1.88135e-08 4.18628e-08 2.52232e-08 2.61358e-08 0 2.1338e-08 0 1.44169e-07 2.69242e-07 2.7433e-08 2.32551e-08 5.01283e-08 4.29155e-08 0 8.95767e-07 3.55917e-08 3.07632e-08 4.15956e-08 0 3.58733e-08 0 3.52046e-08 4.83699e-08 1.75159e-06 2.0085e-08 3.16754e-06 0.035575 4.18069e-08 0 0 3.04175e-08 1.93682e-08 3.05571e-08 2.33794e-08 2.62411e-08 0 0 4.1886e-08 2.27416e-08 0 3.00197e-08 0 3.80619e-08 0 1.57706e-08 2.63151e-08 3.57091e-08 2.96938e-08 1.75307e-08 0 3.91178e-08 4.20878e-08 2.03084e-08 3.46778e-08 2.82941e-08 2.67422e-08 3.79054e-08 0 2.92337e-08 2.88836e-08 -------------------------------------------------------------- Initialization seed trial #962 of 1000; initialization seed = 493577187 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 726421 Distortion: 0.000213039 Distortions/cluster: 3.99112e-06 2.00432e-06 9.64317e-35 0 2.0927e-06 4.06075e-06 5.00327e-06 2.40861e-06 2.59163e-06 4.19496e-06 3.71952e-06 2.59557e-06 5.24043e-06 1.41698e-06 2.37044e-35 9.85484e-06 4.86642e-06 5.30634e-06 3.8582e-06 5.25522e-06 4.81569e-35 3.86625e-06 1.40905e-06 1.55811e-06 1.72225e-06 1.80074e-06 2.84902e-06 0 2.95533e-06 1.08283e-34 5.24573e-06 0 4.48744e-06 5.53952e-06 0 3.7147e-06 3.67026e-06 6.17988e-06 0 2.9656e-06 1.27749e-35 2.25159e-06 3.11318e-06 2.23298e-06 2.17735e-06 3.51666e-06 2.41569e-06 4.3694e-06 2.54381e-06 2.25068e-06 3.66201e-06 3.71517e-06 0 0 3.43581e-06 3.02176e-06 5.02013e-06 0 0 6.45786e-06 7.91413e-06 2.16095e-06 0 2.4282e-06 3.92391e-06 3.73245e-06 0 0 3.87168e-06 3.10489e-06 2.99825e-06 3.50497e-06 2.45573e-06 4.23232e-06 3.12858e-06 2.97404e-06 Variance: 3.64543e-08 Variances/cluster: 3.11704e-08 1.94577e-08 6.86694e-32 0 2.7533e-08 3.658e-08 5.37823e-08 5.87417e-08 2.04043e-08 2.9749e-08 4.83012e-08 1.93676e-08 2.89431e-08 1.9409e-08 0 8.95767e-07 3.92325e-08 3.68465e-08 2.36678e-08 1.75159e-06 2.67973e-31 3.42115e-08 2.38801e-08 2.93956e-08 1.53759e-08 1.71484e-08 3.95568e-08 0 2.66214e-08 0 7.82868e-08 0 3.3737e-08 3.81915e-08 0 3.95156e-08 3.52881e-08 3.02836e-08 0 2.7713e-08 0 2.58781e-08 3.61879e-08 1.59484e-07 2.34097e-08 3.00543e-08 3.17829e-08 4.04441e-08 2.31228e-08 3.81347e-08 1.07697e-07 2.26515e-08 0 0 4.24033e-08 3.72938e-08 1.32065e-07 0 0 4.0355e-07 4.59971e-08 2.29868e-08 0 2.40395e-08 4.17402e-08 2.12052e-08 0 0 4.83811e-08 2.33429e-08 3.52705e-08 3.85045e-08 2.13517e-08 2.85943e-08 3.40032e-08 2.94434e-08 -------------------------------------------------------------- Initialization seed trial #963 of 1000; initialization seed = 493577188 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 61 BIC score: 727252 Distortion: 0.000209054 Distortions/cluster: 2.92373e-06 3.54359e-06 2.89179e-06 2.37044e-35 5.00282e-06 2.36212e-06 5.2179e-06 2.92507e-06 9.64317e-35 4.05733e-06 3.3002e-06 1.08283e-34 2.20631e-06 1.94697e-06 3.1395e-06 5.63033e-06 3.46796e-06 9.85484e-06 4.51798e-06 4.15538e-06 2.96872e-06 2.46185e-06 3.31269e-06 2.75277e-06 8.75992e-06 5.25522e-06 2.71944e-06 2.40038e-06 2.85499e-06 2.4608e-06 3.37348e-06 0 4.14623e-06 0 1.27749e-35 4.70241e-06 2.53627e-06 3.88657e-06 2.48588e-06 2.274e-06 2.90654e-06 3.39484e-06 3.2689e-06 2.66824e-06 4.32987e-06 3.63449e-06 3.13504e-06 2.98944e-06 4.81569e-35 4.54208e-06 3.0809e-06 2.9401e-06 0 2.59292e-06 3.44117e-06 0 5.9104e-06 4.16144e-06 3.13564e-06 0 1.96444e-06 1.66171e-06 3.06307e-06 2.05745e-06 0 3.74384e-06 3.60848e-06 0 2.30017e-06 0 0 0 2.98342e-06 3.47991e-06 1.56397e-06 0 Variance: 3.57724e-08 Variances/cluster: 1.96206e-08 3.57907e-08 3.90653e-08 0 3.06895e-08 2.77871e-08 3.57276e-08 2.81232e-08 6.86694e-32 2.87723e-08 2.17093e-08 0 1.93519e-08 3.29975e-08 4.02465e-08 2.90128e-08 5.41822e-08 8.95767e-07 3.20319e-08 1.66203e-07 2.72336e-08 4.55868e-08 2.13703e-08 3.3982e-08 4.18996e-08 1.75159e-06 2.6146e-08 3.69174e-08 1.0977e-07 1.11816e-07 2.3588e-08 0 3.80263e-08 0 0 3.28733e-08 9.75393e-08 6.37081e-08 3.27064e-08 2.22921e-08 2.69101e-08 3.8141e-08 3.7999e-08 2.08438e-08 3.04893e-08 3.3038e-08 2.46832e-08 2.04733e-08 2.67973e-31 2.53723e-08 4.16212e-08 2.6725e-08 0 3.28189e-08 3.86521e-08 0 3.93959e-07 4.62341e-08 3.37055e-08 0 2.20702e-08 3.32231e-08 3.32912e-08 1.71439e-08 0 2.69318e-08 4.5092e-08 0 3.59376e-08 0 0 0 2.36759e-08 3.74064e-08 3.19071e-08 0 -------------------------------------------------------------- Initialization seed trial #964 of 1000; initialization seed = 493577189 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 493985 Distortion: 0.0397408 Distortions/cluster: 1.89268e-06 2.6138e-06 1.97929e-06 3.57464e-06 3.50683e-06 4.87457e-06 4.13526e-06 3.20258e-06 2.87521e-06 8.39699e-07 2.37044e-35 3.77652e-06 1.34137e-06 3.54649e-06 1.64046e-06 2.54702e-06 2.85499e-06 2.78997e-06 2.04346e-06 1.35488e-06 3.43077e-06 0 3.63238e-06 3.03879e-06 2.53786e-06 5.25522e-06 4.19934e-06 6.45786e-06 2.03984e-06 1.9986e-06 2.03082e-06 3.03403e-06 4.01215e-06 4.0011e-06 3.24759e-06 6.11084e-06 5.07263e-06 2.81206e-06 4.27414e-06 1.97176e-06 4.15103e-06 0 2.98891e-06 3.37384e-06 2.7895e-06 3.6644e-06 0 0 2.53012e-06 3.5183e-06 2.75265e-06 0.00391362 2.9137e-06 3.00034e-06 0 2.52314e-06 2.99061e-06 0.0356196 3.84759e-06 5.63221e-06 0 2.9891e-06 3.41902e-06 2.65239e-06 0 0 3.78368e-06 2.2077e-06 4.81569e-35 3.07482e-06 9.85484e-06 4.76452e-06 4.84872e-06 0 0 2.79496e-06 Variance: 6.80027e-06 Variances/cluster: 3.05243e-08 2.61355e-08 2.41348e-08 3.16311e-08 6.26159e-08 2.80055e-08 4.17566e-08 3.90524e-08 2.73797e-08 2.89524e-08 0 4.2902e-08 2.23537e-08 4.12347e-08 1.97623e-08 3.58707e-08 1.0977e-07 3.40211e-08 2.06392e-08 1.85583e-08 2.98303e-08 0 2.09946e-08 3.26722e-08 3.57413e-08 1.75159e-06 3.4138e-08 4.0355e-07 1.75833e-08 1.86763e-08 2.23148e-08 3.74449e-08 2.78596e-08 3.92135e-08 3.64865e-08 4.18416e-08 3.7563e-08 2.70366e-08 1.64378e-07 1.71442e-08 2.35834e-08 0 9.64071e-08 3.03923e-08 1.99226e-08 3.55659e-08 0 0 2.34243e-08 3.99782e-08 1.14655e-07 0.00391989 4.10243e-08 3.09211e-08 0 3.7102e-08 2.12082e-08 0.035575 5.41867e-08 3.25455e-08 0 2.3169e-08 2.57047e-08 3.95761e-08 0 0 2.34991e-08 2.32369e-08 2.67973e-31 2.51952e-08 8.95767e-07 3.78012e-08 4.40649e-08 0 0 3.67729e-08 -------------------------------------------------------------- Initialization seed trial #965 of 1000; initialization seed = 493577190 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 726615 Distortion: 0.000209472 Distortions/cluster: 3.3652e-06 4.97976e-06 1.4873e-06 1.99522e-06 3.34127e-06 3.71504e-06 4.81569e-35 8.16378e-06 2.41905e-06 3.16823e-06 2.30069e-06 1.86313e-06 2.13641e-06 9.85484e-06 2.95232e-06 3.09388e-06 2.24591e-06 2.16484e-06 3.07459e-06 2.37044e-35 0 1.73306e-06 4.56692e-06 2.22102e-06 2.73663e-06 4.04592e-06 3.97141e-06 1.08283e-34 1.84929e-06 3.12301e-06 4.56695e-06 9.64317e-35 4.46053e-06 4.87425e-06 3.02996e-06 2.3371e-06 3.77126e-06 2.80503e-06 1.2419e-06 5.32667e-06 0 3.72166e-06 5.43567e-06 3.31478e-06 0 1.99283e-06 3.16658e-06 2.33844e-06 5.55366e-06 2.26184e-06 2.948e-06 2.97409e-06 2.3722e-06 2.38679e-06 0 6.45786e-06 1.27749e-35 3.21287e-06 2.48152e-06 3.78929e-06 2.50513e-06 3.53266e-06 0 0 5.25522e-06 1.83671e-06 1.96374e-06 3.75844e-06 0 3.58751e-06 2.76331e-06 2.0629e-06 4.82781e-06 1.39446e-06 2.59318e-06 0 Variance: 3.58439e-08 Variances/cluster: 3.86677e-08 4.04728e-08 2.52063e-08 1.78129e-08 4.51373e-08 2.09871e-08 2.67973e-31 9.38273e-08 2.21912e-08 3.91109e-08 2.61419e-08 4.77682e-08 1.99642e-08 8.95767e-07 3.68926e-08 2.9185e-08 2.87911e-08 2.40515e-08 2.38319e-08 0 0 1.69893e-08 4.11299e-08 3.04151e-08 3.96488e-08 4.25849e-08 3.57752e-08 0 2.10128e-08 3.09109e-08 1.69132e-07 6.86694e-32 3.84497e-08 3.9615e-08 2.10389e-08 2.06805e-08 2.61807e-08 3.59591e-08 2.95663e-08 3.26681e-08 0 2.62002e-08 1.3933e-07 2.40173e-08 0 2.46005e-08 3.90912e-08 2.46131e-08 4.82782e-08 2.07485e-08 3.31207e-08 2.37904e-08 2.01016e-08 2.62262e-08 0 4.0355e-07 0 3.73557e-08 2.75701e-08 4.40469e-08 2.45572e-08 5.35205e-08 0 0 1.75159e-06 3.01073e-08 1.88805e-08 3.4789e-08 0 3.35251e-08 2.84853e-08 2.45561e-08 4.64069e-08 1.76499e-08 2.64579e-08 0 -------------------------------------------------------------- Initialization seed trial #966 of 1000; initialization seed = 493577191 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 47 BIC score: 498419 Distortion: 0.0361428 Distortions/cluster: 4.33872e-06 2.01691e-06 1.08283e-34 3.68511e-06 3.22727e-06 2.59073e-06 3.0278e-06 2.78527e-06 0.0356196 3.23986e-06 3.84406e-06 3.43514e-06 2.37044e-35 4.12932e-06 0 3.24525e-06 3.078e-06 4.72953e-06 1.27749e-35 4.4275e-06 5.65915e-06 3.38815e-06 2.19105e-06 2.4216e-06 3.39062e-06 2.31474e-06 2.48227e-06 0.00029589 0 2.81631e-06 3.04235e-06 1.74542e-06 0 1.5709e-06 2.01341e-06 4.39564e-06 4.29178e-06 3.27741e-06 0 0 0 5.60457e-06 3.37546e-06 4.53563e-06 5.11331e-06 0 2.53751e-06 3.45975e-06 3.79106e-06 2.85004e-06 5.32518e-06 0 2.11741e-06 3.53133e-06 2.11647e-06 2.00494e-06 2.89405e-06 1.74947e-06 3.43272e-06 0 0 1.98511e-06 2.15286e-06 0 0 2.76746e-06 4.35604e-05 3.1816e-06 3.27895e-06 2.92126e-06 3.87962e-06 4.86904e-06 0 0 4.80375e-06 2.71509e-06 Variance: 6.1846e-06 Variances/cluster: 6.57321e-08 2.07909e-08 0 2.11769e-08 4.67564e-08 2.94374e-08 2.3288e-08 3.61604e-08 0.035575 3.05621e-08 3.46198e-08 2.72541e-08 0 3.15187e-08 0 3.03193e-08 4.45939e-08 3.03146e-08 0 3.78386e-08 1.45058e-07 3.4562e-08 3.17515e-08 4.10402e-08 2.82459e-08 3.56092e-08 1.92407e-08 3.05009e-06 0 2.81607e-08 2.0416e-08 4.98647e-08 0 3.41479e-08 2.4255e-08 4.10672e-08 2.48055e-08 2.9792e-08 0 0 0 5.04764e-08 2.90962e-08 4.23755e-08 1.7043e-07 0 3.38308e-08 3.11587e-08 2.29741e-08 1.91261e-08 4.75314e-08 0 3.16004e-08 4.20268e-08 3.06708e-08 2.673e-08 2.3337e-08 2.86773e-08 2.11878e-08 0 0 2.71902e-08 3.914e-08 0 0 2.63542e-08 2.7222e-06 4.13159e-08 3.9502e-08 2.02842e-08 2.29543e-08 2.78139e-08 0 0 4.00182e-08 2.28139e-08 -------------------------------------------------------------- Initialization seed trial #967 of 1000; initialization seed = 493577192 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 594518 Distortion: 0.00414303 Distortions/cluster: 3.52591e-06 2.75265e-06 0.00391362 3.26531e-06 0 2.42334e-06 2.69343e-06 2.30292e-06 2.98934e-06 3.64033e-06 3.44052e-06 2.50295e-06 2.41557e-06 4.59648e-06 1.59192e-05 2.48139e-06 2.37516e-06 9.64317e-35 4.57323e-06 2.14103e-06 5.14526e-06 1.95577e-06 3.05435e-06 2.45348e-05 2.37044e-35 2.47533e-06 2.36692e-06 3.25905e-06 1.70182e-06 0 6.68154e-06 1.88236e-06 8.77438e-06 2.25628e-06 2.79372e-06 1.97338e-06 1.73879e-06 2.22861e-06 2.1138e-06 1.67974e-06 5.57513e-06 2.5504e-06 3.22077e-06 1.51587e-06 2.85499e-06 2.07891e-06 4.05227e-06 0 2.59142e-06 2.80859e-06 0 0 2.37596e-06 3.08148e-06 0 2.59964e-06 0 4.27414e-06 2.60571e-06 0 3.45467e-06 2.16147e-06 7.76697e-06 2.38023e-06 2.7396e-06 5.83702e-06 2.84871e-06 2.07037e-06 0 9.70658e-06 1.68152e-06 0 4.81569e-35 3.64936e-06 0 2.27614e-06 Variance: 7.08938e-07 Variances/cluster: 3.14786e-08 1.14655e-07 0.00391989 5.18257e-08 0 2.12556e-08 2.58953e-08 2.32598e-08 2.90203e-08 3.95558e-08 2.09769e-08 2.17629e-08 2.8754e-08 4.10265e-08 7.5794e-07 4.27696e-08 3.25335e-08 6.86694e-32 3.97543e-08 2.85444e-08 4.01841e-08 2.38487e-08 2.13566e-08 2.72576e-06 0 3.6942e-08 3.11411e-08 3.39383e-08 5.4893e-08 0 3.55286e-08 2.94095e-08 3.09947e-08 1.84924e-08 3.36563e-08 4.48455e-08 2.14646e-08 2.71758e-08 4.06465e-08 1.67959e-08 4.12839e-08 2.31834e-08 3.0098e-08 2.97137e-08 1.0977e-07 2.21141e-08 2.41185e-08 0 2.00864e-08 2.12747e-08 0 0 3.34622e-08 2.96271e-08 0 3.61028e-08 0 1.64378e-07 2.36856e-08 0 4.7967e-08 3.08756e-08 9.03049e-08 2.37995e-08 2.71219e-08 3.9162e-08 2.20811e-08 2.07018e-08 0 4.4716e-08 2.4726e-08 0 2.67973e-31 3.22924e-08 0 4.21478e-08 -------------------------------------------------------------- Initialization seed trial #968 of 1000; initialization seed = 493577193 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 498884 Distortion: 0.0358551 Distortions/cluster: 3.45169e-06 1.5006e-06 1.98958e-06 1.76935e-06 5.2913e-06 2.68179e-06 0.0356196 3.92043e-06 1.27749e-35 3.9286e-06 4.82365e-06 2.37044e-35 2.90736e-06 6.92424e-06 5.56858e-06 3.7192e-06 1.08283e-34 7.84056e-06 2.82731e-06 1.48044e-06 0 3.17724e-06 2.45924e-06 4.98533e-06 0 1.79962e-06 2.28463e-06 1.62894e-06 4.29816e-06 3.44674e-06 4.55724e-06 1.99375e-06 2.94338e-06 2.60375e-06 2.78382e-06 1.26746e-06 4.42527e-06 2.27064e-06 0 2.45348e-05 4.81569e-35 0 6.97405e-06 1.88672e-06 1.84145e-06 2.27059e-06 2.7072e-06 0 2.39568e-06 2.74187e-06 0 2.37732e-06 1.00365e-05 4.56695e-06 4.14406e-06 6.89242e-06 8.29035e-06 0 0 0 3.24263e-06 1.59192e-05 7.76423e-06 0 1.23276e-06 1.45332e-06 0 1.89619e-06 4.08823e-06 0 1.58534e-06 2.84227e-06 2.08263e-06 2.21896e-06 1.99518e-06 0 Variance: 6.13537e-06 Variances/cluster: 4.01325e-08 2.72812e-08 2.31319e-08 1.75168e-08 1.35629e-07 2.07872e-08 0.035575 3.08669e-08 0 3.04516e-08 4.22988e-08 0 3.82524e-08 4.35346e-08 2.92986e-08 3.29104e-08 0 5.2254e-08 2.00495e-08 2.59703e-08 0 3.14552e-08 5.12296e-08 3.00223e-08 0 2.19444e-08 3.31076e-08 1.67917e-08 3.61159e-08 3.74612e-08 2.38579e-08 1.8459e-08 2.31742e-08 2.05002e-08 2.22679e-08 2.48495e-08 4.86131e-08 2.58005e-08 0 2.72576e-06 2.67973e-31 0 4.44062e-08 2.30068e-08 2.16622e-08 1.89194e-08 2.08228e-08 0 3.23712e-08 3.65551e-08 0 2.55601e-08 3.99734e-08 1.69132e-07 4.22827e-08 4.99301e-08 9.41992e-08 0 0 0 4.21092e-08 7.5794e-07 4.94378e-08 0 1.89637e-08 2.64216e-08 0 2.2306e-08 3.02732e-08 0 2.88217e-08 3.59753e-08 2.42138e-08 2.73916e-08 2.01515e-08 0 -------------------------------------------------------------- Initialization seed trial #969 of 1000; initialization seed = 493577194 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 717296 Distortion: 0.000266147 Distortions/cluster: 5.25815e-06 7.12856e-06 3.76075e-06 2.13204e-06 4.62127e-06 1.71724e-06 4.35604e-05 3.55279e-06 3.00864e-06 5.21951e-06 2.87898e-06 3.8643e-06 4.81569e-35 2.37044e-35 2.56844e-06 3.86651e-06 0 6.52428e-06 3.98279e-06 1.78881e-06 3.35782e-06 2.60504e-06 3.38133e-06 3.1695e-05 2.57502e-06 3.3276e-06 4.25087e-06 6.30288e-06 0 8.72346e-06 0 2.51731e-06 6.79212e-06 0 0 9.64317e-35 2.00316e-06 1.96053e-06 3.03026e-06 0 0 4.52489e-06 1.00336e-05 0 3.36404e-06 3.39292e-06 0 0 0 2.9706e-06 3.1477e-06 5.11331e-06 1.27749e-35 2.08482e-06 0 0 0 2.93583e-06 4.08095e-06 0 0 4.6613e-06 6.96045e-06 2.65115e-06 3.42672e-06 0 0 2.67546e-06 0 1.08283e-34 2.80882e-06 2.23774e-06 5.28705e-06 0 2.06064e-06 3.77325e-06 Variance: 4.55419e-08 Variances/cluster: 1.34779e-07 3.1393e-08 3.13369e-08 3.00259e-08 7.7014e-08 1.84628e-08 2.7222e-06 2.44998e-08 2.68598e-08 4.0764e-08 3.73861e-08 2.34179e-08 2.67973e-31 0 4.58613e-08 3.94517e-08 0 4.62566e-08 2.58601e-08 1.98734e-08 5.32941e-08 2.28491e-08 3.48561e-08 3.10701e-07 2.40631e-08 2.86837e-08 2.33544e-08 3.3515e-08 0 4.33859e-08 0 3.44806e-08 4.27039e-08 0 0 6.86694e-32 2.78192e-08 2.1079e-08 2.75446e-08 0 0 2.75884e-08 4.09403e-08 0 2.60755e-08 4.13634e-08 0 0 0 2.10656e-08 2.17064e-08 1.7043e-07 0 3.4744e-08 0 0 0 2.24082e-08 4.07961e-08 0 0 4.85403e-08 4.97026e-08 3.53459e-08 2.28428e-08 0 0 2.10648e-08 0 0 1.96404e-08 2.3553e-08 3.20399e-08 0 2.86174e-08 3.62784e-08 -------------------------------------------------------------- Initialization seed trial #970 of 1000; initialization seed = 493577195 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 87 BIC score: 726362 Distortion: 0.00021509 Distortions/cluster: 2.54182e-06 2.75876e-06 3.31997e-06 1.27749e-35 4.82015e-06 5.78787e-06 3.35477e-06 2.9645e-06 2.67706e-06 2.87254e-06 4.66506e-06 1.6236e-06 3.13683e-06 9.64317e-35 5.81632e-06 3.48703e-06 2.09372e-06 5.9104e-06 1.8941e-06 4.81569e-35 1.83643e-06 2.95046e-06 3.94322e-06 2.37044e-35 1.92952e-06 5.25522e-06 3.63024e-06 1.08283e-34 4.37701e-06 4.69864e-06 0 5.5155e-06 4.10578e-06 4.29394e-06 0 2.27114e-06 2.93657e-06 4.35491e-06 1.84831e-06 0 2.40514e-06 2.28009e-06 9.85484e-06 1.91968e-06 3.37588e-06 2.33467e-06 3.15612e-06 2.39741e-06 0 2.98478e-06 0 4.13813e-06 0 2.95042e-06 0 4.78383e-06 0 0 0 1.89691e-06 3.43242e-06 2.51591e-06 2.49023e-06 5.91758e-06 5.60539e-06 7.25216e-06 0 1.11982e-05 2.14735e-06 4.6144e-06 3.51958e-06 2.42412e-06 0 0 0 5.82298e-06 Variance: 3.68052e-08 Variances/cluster: 2.70383e-08 1.92897e-08 2.38824e-08 0 4.96879e-08 3.30628e-08 2.10973e-08 1.8761e-08 3.666e-08 2.37372e-08 2.8443e-08 3.45409e-08 4.12613e-08 6.86694e-32 8.30817e-08 2.34008e-08 1.61041e-07 3.93959e-07 2.42804e-08 2.67973e-31 3.11232e-08 2.92101e-08 3.82806e-08 0 2.3819e-08 1.75159e-06 3.82107e-08 0 3.90676e-08 3.94725e-08 0 1.37842e-07 4.14689e-08 2.3591e-08 0 1.86143e-08 3.15731e-08 6.04666e-08 2.64014e-08 0 2.79643e-08 1.99985e-08 8.95767e-07 3.55379e-08 3.6288e-08 2.2887e-08 3.94384e-08 2.99652e-08 0 2.68875e-08 0 3.69444e-08 0 2.45842e-08 0 2.73338e-08 0 0 0 2.96367e-08 3.85631e-08 3.69864e-08 5.08171e-08 2.81765e-08 2.9338e-08 3.79573e-08 0 4.33897e-08 2.61848e-08 4.47962e-08 1.06645e-07 2.05413e-08 0 0 0 4.12844e-08 -------------------------------------------------------------- Initialization seed trial #971 of 1000; initialization seed = 493577196 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 726848 Distortion: 0.000210767 Distortions/cluster: 2.23064e-06 3.40254e-06 2.53695e-06 4.27414e-06 1.16193e-06 5.26047e-06 1.28318e-06 2.61029e-06 2.40907e-06 3.22757e-06 4.44268e-06 2.18823e-06 2.76262e-06 2.59415e-06 2.2896e-06 2.37044e-35 5.44283e-06 2.42006e-06 2.07618e-06 5.25522e-06 1.90382e-06 2.85499e-06 0 0 3.63288e-06 7.01359e-06 3.09966e-06 1.95298e-06 4.21764e-06 2.02132e-06 4.38903e-06 3.39982e-06 8.53026e-06 6.45786e-06 1.443e-06 4.81569e-35 1.72863e-06 4.43772e-06 3.88218e-06 4.71786e-06 2.55616e-06 0 7.42003e-06 1.46949e-06 0 2.83988e-06 2.05822e-06 3.21484e-06 1.08283e-34 0 9.85484e-06 7.89415e-06 2.63457e-06 2.02437e-06 1.27749e-35 3.48038e-06 0 0 0 0 1.96001e-06 1.20556e-06 1.31435e-06 1.20964e-06 6.43094e-06 9.64317e-35 1.89153e-06 2.96908e-06 5.45387e-06 4.27895e-06 1.78412e-06 1.24884e-06 5.14056e-06 2.81025e-06 1.95795e-06 2.11266e-06 Variance: 3.60655e-08 Variances/cluster: 3.7175e-08 1.92217e-08 2.56231e-08 1.64378e-07 1.93637e-08 4.14075e-08 2.67298e-08 3.30388e-08 2.36163e-08 4.81582e-08 3.93035e-08 2.21009e-08 3.24985e-08 2.88213e-08 3.81571e-08 0 4.28431e-08 2.30462e-08 2.88334e-08 1.75159e-06 2.57247e-08 1.0977e-07 0 0 2.31373e-08 3.87365e-08 3.82548e-08 1.75923e-08 5.40676e-08 2.76869e-08 4.0626e-08 4.09581e-08 3.35728e-08 4.0355e-07 1.82637e-08 2.67973e-31 2.30457e-08 2.72229e-08 2.94079e-08 3.96341e-08 1.111e-07 0 4.38909e-08 1.88374e-08 0 3.68694e-08 1.88811e-08 3.61189e-08 0 0 8.95767e-07 9.07286e-08 2.8025e-08 3.42999e-08 0 2.24521e-08 0 0 0 0 2.64841e-08 2.87004e-08 1.80027e-08 6.71958e-08 2.99015e-08 6.86694e-32 2.39413e-08 3.57689e-08 2.76821e-08 2.6249e-08 2.0505e-08 2.40136e-08 3.05959e-08 2.28455e-08 3.37546e-08 3.52089e-08 -------------------------------------------------------------- Initialization seed trial #972 of 1000; initialization seed = 493577197 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 27 BIC score: 499064 Distortion: 0.0358755 Distortions/cluster: 3.62458e-06 3.93329e-06 1.51927e-06 6.96255e-06 5.36974e-06 4.38245e-06 2.98823e-06 3.56528e-06 2.35867e-06 1.47528e-06 2.71614e-06 0.0356196 2.37044e-35 4.35604e-05 0 2.98816e-06 3.02522e-06 1.6239e-06 4.30916e-06 4.05268e-06 1.69263e-06 1.95814e-06 4.34563e-06 3.33504e-06 3.3387e-06 4.4051e-06 3.38171e-06 2.13281e-06 4.47951e-06 0 4.81569e-35 1.65062e-06 0 2.4608e-06 4.81021e-06 2.87662e-06 2.99764e-06 3.22782e-06 2.57682e-06 2.03622e-06 2.77281e-06 0 1.22047e-06 3.10001e-05 0 2.71094e-06 5.52525e-06 3.40821e-06 3.22855e-06 2.33809e-06 2.85499e-06 0 0 2.67577e-06 3.96941e-06 1.08283e-34 3.40833e-06 5.5389e-06 4.39973e-06 2.41905e-06 0 2.70679e-06 3.21944e-06 3.33979e-06 2.92848e-06 0 3.47641e-06 0 1.85525e-06 0 0 3.70144e-06 1.27749e-35 0 4.36221e-06 2.71126e-06 Variance: 6.13886e-06 Variances/cluster: 2.17015e-08 3.19676e-08 3.70521e-08 2.865e-08 3.33495e-08 4.01927e-08 2.29844e-08 3.09998e-08 3.36924e-08 2.95038e-08 2.56209e-08 0.035575 0 2.7222e-06 0 2.24651e-08 4.14276e-08 3.38291e-08 2.49062e-08 2.356e-08 4.83568e-08 3.01229e-08 2.71571e-08 2.38189e-08 3.3046e-08 2.50207e-08 4.27935e-08 3.3843e-08 2.10287e-08 0 2.67973e-31 4.85437e-08 0 1.11816e-07 1.65857e-07 2.81929e-08 2.4369e-08 4.67659e-08 3.73328e-08 3.45092e-08 3.69587e-08 0 2.71192e-08 3.09968e-07 0 3.22704e-08 2.43382e-08 3.37416e-08 2.6902e-08 3.89647e-08 1.0977e-07 0 0 3.51957e-08 2.85544e-08 0 2.45182e-08 3.0769e-08 3.18791e-08 2.30359e-08 0 3.46911e-08 3.42391e-08 3.97468e-08 3.44413e-08 0 3.54619e-08 0 3.50016e-08 0 0 2.66203e-08 0 0 6.05807e-08 3.92901e-08 -------------------------------------------------------------- Initialization seed trial #973 of 1000; initialization seed = 493577198 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 726574 Distortion: 0.000212323 Distortions/cluster: 3.28692e-06 3.32473e-06 2.67031e-06 4.61499e-06 4.08717e-06 2.69993e-06 4.48841e-06 3.50123e-06 4.3871e-06 4.44015e-06 1.32068e-06 5.61123e-06 1.9e-06 9.85484e-06 0 2.23395e-06 2.86644e-06 9.64317e-35 3.52969e-06 5.0218e-06 2.37044e-35 8.00262e-06 3.18994e-06 2.11877e-06 2.18341e-06 5.9104e-06 3.68381e-06 2.10044e-06 2.14158e-06 1.41619e-06 1.98311e-06 2.71448e-06 3.57386e-06 2.0372e-06 3.59987e-06 3.98345e-06 3.61459e-06 3.55524e-06 0 0 2.13282e-06 3.64529e-06 5.42751e-06 0 3.61062e-06 4.2926e-06 4.84115e-06 0 0 3.07482e-06 1.08283e-34 3.55962e-06 4.50222e-06 2.00078e-06 1.99402e-06 5.56104e-06 3.96424e-06 2.97661e-06 2.0352e-06 2.08176e-06 0 3.15059e-06 0 3.1513e-06 2.35245e-06 1.35778e-06 5.34233e-06 0 1.27749e-35 5.75144e-06 0 0 2.83756e-06 4.81569e-35 1.77571e-06 5.25522e-06 Variance: 3.63318e-08 Variances/cluster: 2.01634e-08 5.27689e-08 3.5601e-08 4.31167e-08 3.1437e-08 3.64736e-08 4.11645e-08 3.72438e-08 3.84708e-08 2.55159e-08 3.47517e-08 2.53872e-08 6.5512e-08 8.95767e-07 0 3.66193e-08 2.70387e-08 6.86694e-32 2.5569e-08 5.28451e-08 0 9.09302e-08 2.65805e-08 2.75142e-08 3.52136e-08 3.93959e-07 4.13774e-08 2.10025e-08 2.64367e-08 2.62235e-08 2.64391e-08 1.88489e-08 2.15273e-08 2.75273e-08 2.83428e-08 2.44362e-08 3.72516e-08 3.17331e-08 0 0 2.92072e-08 2.42996e-08 1.42782e-07 0 2.69426e-08 2.23546e-08 1.72882e-07 0 0 3.37861e-08 0 2.71695e-08 4.09159e-08 1.86973e-08 3.56053e-08 2.89612e-08 2.64196e-08 3.86456e-08 2.75002e-08 3.10683e-08 0 4.09132e-08 0 4.77326e-08 2.26177e-08 3.08567e-08 3.25644e-08 0 0 4.45705e-08 0 0 3.54663e-08 2.67973e-31 2.50078e-08 1.75159e-06 -------------------------------------------------------------- Initialization seed trial #974 of 1000; initialization seed = 493577199 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 722988 Distortion: 0.000231868 Distortions/cluster: 4.25791e-06 3.80395e-06 1.08283e-34 3.60182e-06 5.4151e-06 4.11743e-06 6.45646e-06 5.12937e-06 2.56975e-06 1.73117e-06 9.64317e-35 1.42826e-05 3.07144e-06 2.25154e-06 3.42011e-06 2.37044e-35 2.66408e-06 3.82397e-06 3.76878e-06 2.86009e-06 3.94386e-06 1.50112e-06 2.85932e-06 5.25591e-06 2.55616e-06 3.34517e-06 1.27749e-35 4.92859e-06 4.31504e-06 3.64245e-06 3.0362e-06 2.28422e-06 3.43172e-06 0 2.81823e-06 3.54795e-06 3.37422e-06 4.60316e-06 7.02358e-06 0 2.77077e-06 4.81569e-35 2.72905e-06 2.59851e-06 6.01481e-06 2.18741e-06 2.10571e-06 2.84609e-06 7.76697e-06 0 4.1372e-06 0 2.46341e-06 0 2.93827e-06 4.27414e-06 0 2.85499e-06 0 2.98971e-06 3.83274e-06 2.11439e-06 2.45348e-05 0 5.2969e-06 0 2.74117e-06 0 0 2.8776e-06 2.65889e-06 0 0 0 3.44205e-06 0 Variance: 3.96763e-08 Variances/cluster: 6.65236e-08 2.46988e-08 0 3.95674e-08 4.47385e-08 2.48016e-08 4.08501e-08 2.8494e-08 2.23435e-08 2.79199e-08 6.86694e-32 7.14025e-07 1.89578e-08 3.8159e-08 3.93082e-08 0 2.01806e-08 3.64078e-08 3.80562e-08 2.85985e-08 2.41926e-08 2.54407e-08 2.67201e-08 3.05549e-08 1.111e-07 3.98103e-08 0 3.9103e-08 3.81737e-08 2.20735e-08 4.04793e-08 2.89116e-08 3.46531e-08 0 3.7574e-08 2.46361e-08 2.78836e-08 2.9888e-08 3.1345e-08 0 3.55197e-08 2.67973e-31 2.64933e-08 1.96834e-08 3.37801e-08 3.90491e-08 3.23928e-08 2.12376e-08 9.03049e-08 0 3.28319e-08 0 2.67739e-08 0 4.13803e-08 1.64378e-07 0 1.0977e-07 0 4.98241e-08 2.81794e-08 4.91678e-08 2.72576e-06 0 3.24857e-08 0 2.51454e-08 0 0 2.19638e-08 2.74081e-08 0 0 0 4.35564e-08 0 -------------------------------------------------------------- Initialization seed trial #975 of 1000; initialization seed = 493577200 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 493586 Distortion: 0.039735 Distortions/cluster: 4.81569e-35 1.84442e-06 2.946e-06 4.27414e-06 2.94307e-06 5.64461e-06 2.15889e-06 1.58058e-06 2.37961e-06 9.85484e-06 3.08811e-06 3.35058e-06 2.03481e-06 2.37035e-06 1.22765e-06 1.7172e-06 2.05648e-06 0.00391362 2.25287e-06 2.89813e-06 2.94536e-06 3.91519e-06 2.85499e-06 2.59323e-06 1.8975e-06 3.8728e-06 2.92036e-06 2.3934e-06 3.77923e-06 3.13978e-06 1.76627e-06 5.25522e-06 2.55616e-06 3.13108e-06 0.0356196 0 2.37044e-35 2.20633e-06 5.238e-06 7.76697e-06 2.24947e-06 2.50015e-06 2.34853e-06 2.75587e-06 4.24775e-06 4.01214e-06 1.70967e-06 3.95265e-06 3.83101e-06 3.27232e-06 3.11673e-06 2.82614e-06 1.94174e-06 2.59374e-06 5.58964e-06 1.73858e-06 0 2.1263e-06 1.9348e-06 4.58591e-06 3.56094e-06 1.59519e-06 0 2.22182e-06 3.11218e-06 0 3.16567e-06 2.43056e-06 4.26072e-06 0 1.73976e-06 3.0925e-06 2.38258e-06 0 1.88542e-06 2.19274e-06 Variance: 6.79928e-06 Variances/cluster: 2.67973e-31 2.92739e-08 2.10404e-08 1.64378e-07 2.6752e-08 3.61803e-08 2.29649e-08 2.59088e-08 2.58628e-08 8.95767e-07 2.33925e-08 3.72163e-08 2.21156e-08 2.46889e-08 2.36065e-08 1.99656e-08 3.16353e-08 0.00391989 1.4079e-07 2.21212e-08 3.42372e-08 5.4373e-08 1.0977e-07 3.20045e-08 2.7902e-08 3.61835e-08 4.11192e-08 2.95384e-08 3.22905e-08 3.37505e-08 1.80211e-08 1.75159e-06 1.111e-07 2.35392e-08 0.035575 0 0 1.96977e-08 2.48225e-08 9.03049e-08 2.70996e-08 2.25216e-08 3.66837e-08 4.05139e-08 4.20544e-08 3.28757e-08 1.65973e-08 3.59303e-08 2.50311e-08 2.18136e-08 3.84658e-08 3.62297e-08 2.06545e-08 3.32502e-08 3.99189e-07 2.51945e-08 0 1.72855e-08 2.3593e-08 3.95207e-08 4.09269e-08 1.92174e-08 0 3.2663e-08 3.61849e-08 0 4.79502e-08 1.89871e-08 4.05649e-08 0 3.70128e-08 2.5134e-08 2.61799e-08 0 2.85639e-08 1.87397e-08 -------------------------------------------------------------- Initialization seed trial #976 of 1000; initialization seed = 493577201 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 54 BIC score: 726721 Distortion: 0.000211826 Distortions/cluster: 3.79891e-06 9.64317e-35 3.80844e-06 3.47931e-06 2.48486e-06 2.66958e-06 4.39372e-06 1.40044e-06 6.29175e-06 2.60557e-06 2.11016e-06 2.25345e-06 4.005e-06 1.548e-06 2.78119e-06 2.16595e-06 1.15025e-06 1.34393e-06 3.33055e-06 2.02951e-07 2.99237e-06 1.92128e-06 2.88445e-06 5.16601e-06 9.90506e-07 1.55075e-06 2.19107e-06 2.37044e-35 2.92901e-06 1.13049e-06 3.35893e-06 1.27749e-35 5.62974e-06 3.6924e-06 6.45786e-06 5.3908e-06 5.75377e-06 1.92309e-06 2.75294e-06 5.28516e-06 1.36571e-06 4.634e-06 0 5.33304e-06 0 2.14481e-06 9.85484e-06 1.08283e-34 4.92073e-06 5.31211e-06 5.25522e-06 0 0 0 3.05673e-06 0 3.93743e-06 5.26232e-06 0 3.1257e-06 3.67026e-06 0 7.03615e-06 4.18922e-06 0 2.59359e-06 9.68125e-07 3.51958e-06 1.54839e-06 0 3.90307e-06 6.36504e-06 4.76053e-06 1.79361e-06 3.45102e-06 4.81569e-35 Variance: 3.62467e-08 Variances/cluster: 3.68795e-08 6.86694e-32 3.07106e-08 2.61572e-08 3.60091e-08 2.80984e-08 4.10493e-08 2.29555e-08 3.90666e-08 2.77165e-08 3.14925e-08 3.26557e-08 3.92518e-08 2.01017e-08 2.18972e-08 2.304e-08 2.05377e-08 1.22163e-07 4.01236e-08 1.01469e-07 3.88595e-08 2.46288e-08 2.72091e-08 3.0208e-08 2.06331e-08 1.9628e-08 2.12707e-08 0 2.89977e-08 1.82316e-08 1.91922e-08 0 4.13818e-08 2.32206e-08 4.0355e-07 7.92686e-08 2.99649e-08 4.93058e-08 3.77083e-08 5.23125e-08 1.72855e-08 4.13614e-08 0 4.40601e-08 0 3.10816e-08 8.95767e-07 0 2.8441e-08 4.35277e-08 1.75159e-06 0 0 0 4.07528e-08 0 2.37174e-08 1.34887e-07 0 2.21662e-08 4.31665e-08 0 3.24141e-08 2.40739e-08 0 4.0522e-08 1.51252e-08 1.06645e-07 1.80024e-08 0 2.84803e-08 3.10387e-08 4.75907e-08 4.27013e-08 2.97473e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #977 of 1000; initialization seed = 493577202 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 42 BIC score: 498991 Distortion: 0.0358349 Distortions/cluster: 2.32303e-06 2.86567e-06 1.84326e-06 4.81569e-35 4.03062e-06 3.89241e-06 3.17794e-06 6.29429e-06 5.63868e-06 3.52282e-06 2.59734e-06 2.54558e-06 3.19788e-06 1.87562e-06 5.84854e-06 1.52931e-06 2.18477e-06 3.12715e-06 2.37044e-35 1.94167e-06 2.61757e-06 2.55373e-06 7.04735e-06 0 2.60017e-06 0 5.449e-06 8.16378e-06 5.52972e-06 4.40016e-06 2.01477e-06 2.71659e-06 2.80716e-06 3.03559e-06 6.30584e-06 0 2.05095e-06 0 0 0 4.12907e-06 1.90371e-06 0 0 9.85484e-06 3.63139e-06 2.91294e-06 2.80073e-06 5.27182e-06 3.42341e-06 4.54931e-06 5.9104e-06 2.86042e-06 4.56695e-06 2.91131e-06 1.93221e-06 2.33362e-06 0 2.05398e-06 2.07155e-06 0 5.25522e-06 0 7.62054e-06 0.0356196 0 2.34392e-06 2.82736e-06 1.27749e-35 1.08283e-34 3.28119e-06 2.8868e-06 3.84257e-06 2.53604e-06 5.90955e-06 0 Variance: 6.13191e-06 Variances/cluster: 1.829e-08 2.04673e-08 1.86172e-08 2.67973e-31 4.68521e-08 2.33058e-08 2.31939e-08 4.19483e-08 2.92063e-08 3.17344e-08 4.80947e-08 2.99453e-08 2.04968e-08 2.75802e-08 4.36315e-08 3.32428e-08 2.04163e-08 3.43613e-08 0 3.6633e-08 2.64372e-08 3.07651e-08 4.85868e-08 0 4.12693e-08 0 4.32331e-08 9.38273e-08 1.38197e-07 3.0554e-08 4.68516e-08 2.05784e-08 4.9244e-08 2.83668e-08 4.0409e-08 0 2.11419e-08 0 0 0 2.92745e-08 1.86622e-08 0 0 8.95767e-07 2.6312e-08 2.77398e-08 2.12158e-08 4.11726e-08 3.35601e-08 5.98412e-08 3.93959e-07 3.76338e-08 1.69132e-07 2.94048e-08 4.95396e-08 3.4828e-08 0 2.03347e-08 2.87689e-08 0 1.75159e-06 0 4.48123e-08 0.035575 0 1.96951e-08 3.57862e-08 0 0 2.7114e-08 3.56363e-08 2.41649e-08 2.32637e-08 2.93912e-08 0 -------------------------------------------------------------- Initialization seed trial #978 of 1000; initialization seed = 493577203 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 594984 Distortion: 0.0041526 Distortions/cluster: 2.13501e-06 0.00391362 6.81584e-06 5.72645e-06 1.82274e-06 5.5155e-06 3.57099e-06 1.74412e-06 2.87869e-06 5.00621e-06 5.56839e-06 2.13658e-06 2.46617e-06 5.89527e-06 3.89957e-06 0 2.9216e-06 0 1.7902e-06 4.25604e-06 2.03994e-06 1.63463e-06 2.37044e-35 2.05236e-06 2.80866e-06 2.35779e-06 2.14956e-06 0 2.50935e-06 1.28196e-05 2.89458e-06 0 2.6589e-06 2.66965e-06 1.95715e-06 0 2.97439e-06 3.30483e-06 1.16926e-06 2.67197e-06 2.73362e-06 4.2043e-06 0 1.39192e-06 0 2.00287e-06 1.79636e-06 2.45348e-05 1.54093e-06 0 1.75782e-06 6.82859e-06 0 1.95513e-06 8.43383e-06 0 4.56695e-06 2.54345e-06 1.50712e-06 1.73674e-06 1.00836e-05 0 1.26274e-05 0 9.64317e-35 4.81569e-35 1.81218e-06 0 1.86296e-06 0 0 3.40819e-06 3.02173e-06 1.59192e-05 7.58174e-06 2.30524e-06 Variance: 7.10575e-07 Variances/cluster: 2.48235e-08 0.00391989 4.90202e-08 4.20925e-08 2.43008e-08 1.37842e-07 2.31859e-08 2.0045e-08 3.99782e-08 3.07102e-08 4.92624e-08 3.28675e-08 2.34853e-08 4.53333e-08 2.59949e-08 0 3.94777e-08 0 2.52118e-08 2.72799e-08 1.90632e-08 2.27004e-08 0 2.77322e-08 2.64944e-08 2.43047e-08 2.38811e-08 0 3.4372e-08 4.44979e-08 2.92357e-08 0 2.27236e-08 5.03662e-08 2.68074e-08 0 2.6794e-08 3.51547e-08 2.48757e-08 2.87284e-08 2.97106e-08 2.62746e-08 0 2.3996e-08 0 1.92566e-08 3.26582e-08 2.72576e-06 2.00102e-08 0 5.02189e-08 4.80732e-08 0 1.77718e-08 9.58293e-08 0 1.69132e-07 3.74013e-08 2.09298e-08 3.54415e-08 3.33785e-08 0 4.35286e-08 0 6.86694e-32 2.67973e-31 3.55297e-08 0 1.88155e-08 0 0 2.12993e-08 3.68474e-08 7.5794e-07 4.51149e-08 1.80081e-08 -------------------------------------------------------------- Initialization seed trial #979 of 1000; initialization seed = 493577204 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 594595 Distortion: 0.00412516 Distortions/cluster: 2.88049e-06 4.05472e-06 2.48436e-06 2.15702e-06 2.53525e-06 4.27398e-06 0.00391362 8.39942e-06 2.03642e-06 9.85484e-06 5.9104e-06 2.37044e-35 2.95631e-06 1.99052e-06 3.508e-06 2.69173e-06 4.25645e-06 2.20841e-06 3.83583e-06 2.85175e-06 1.82122e-06 4.76531e-06 4.56919e-06 1.89374e-06 2.19773e-06 5.12486e-06 1.06969e-06 4.69115e-06 2.56281e-06 4.64705e-06 2.75581e-06 5.24732e-06 2.94071e-06 4.5143e-06 2.47376e-06 9.64317e-35 3.16445e-06 2.99634e-06 0 0 2.44234e-06 0 4.42513e-06 2.75868e-06 1.83994e-06 4.56695e-06 4.72897e-06 1.79712e-06 0 0 4.60801e-06 2.39463e-06 3.01241e-06 5.2913e-06 2.42739e-06 0 3.45535e-06 5.71883e-06 2.2062e-06 3.64888e-06 4.81569e-35 0 5.25522e-06 3.24784e-06 1.85616e-06 0 1.80399e-06 0 1.47747e-06 3.38481e-06 4.53649e-06 3.16831e-06 3.10633e-06 2.05413e-06 0 0 Variance: 7.05879e-07 Variances/cluster: 3.99944e-08 4.09533e-08 2.58766e-08 3.37004e-08 4.60913e-08 3.36504e-08 0.00391989 9.43662e-08 2.03618e-08 8.95767e-07 3.93959e-07 0 2.73708e-08 1.84286e-08 4.80403e-08 3.68701e-08 4.05245e-08 2.66047e-08 3.39344e-08 3.70329e-08 2.27633e-08 3.30817e-08 2.70278e-08 2.95871e-08 1.74408e-08 4.74381e-08 2.89071e-08 4.11369e-08 2.20912e-08 2.5117e-08 3.99367e-08 3.27929e-08 3.34067e-08 3.00854e-08 2.74839e-08 6.86694e-32 3.76596e-08 4.10321e-08 0 0 3.01497e-08 0 2.74829e-08 2.67744e-08 2.42076e-08 1.69132e-07 3.90695e-08 1.89149e-08 0 0 3.97113e-08 2.44321e-08 1.84794e-08 1.35629e-07 3.23623e-08 0 2.46785e-08 5.39465e-08 2.16275e-08 3.64856e-08 2.67973e-31 0 1.75159e-06 2.46027e-08 3.37461e-08 0 2.00419e-08 0 2.95468e-08 4.83382e-08 2.54837e-08 2.23101e-08 2.93019e-08 2.07466e-08 0 0 -------------------------------------------------------------- Initialization seed trial #980 of 1000; initialization seed = 493577205 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 55 BIC score: 498197 Distortion: 0.0360953 Distortions/cluster: 2.77519e-06 3.71503e-06 2.83504e-06 3.05553e-06 2.74753e-06 1.87083e-06 1.87587e-06 1.27749e-35 3.2243e-06 2.99731e-06 9.85484e-06 4.18557e-06 4.98518e-06 2.75074e-06 2.30618e-06 2.01693e-06 2.37044e-35 4.44413e-06 5.25522e-06 0 5.3558e-06 4.67416e-06 1.08283e-34 2.1295e-06 3.08479e-06 2.29859e-06 3.02513e-06 5.76866e-06 5.00139e-06 2.27613e-06 2.18547e-06 0 0 4.24701e-06 2.62628e-06 0.0356196 5.72897e-06 3.57869e-06 2.70704e-06 0.000272219 4.18622e-06 2.1187e-06 2.10843e-06 0 3.96453e-06 2.21883e-06 1.97025e-06 5.70612e-06 2.13155e-06 3.0182e-06 0 3.61605e-06 4.56695e-06 5.64841e-06 2.52488e-06 0 3.46028e-06 0 2.55592e-06 2.27954e-06 0 3.0831e-06 2.92509e-06 0 1.88014e-06 2.09775e-06 6.45786e-06 0 3.92018e-06 3.4749e-06 2.36639e-06 0 2.84051e-06 2.45859e-06 1.98862e-06 2.38481e-06 Variance: 6.17647e-06 Variances/cluster: 3.01625e-08 3.86951e-08 3.73003e-08 3.81818e-08 2.05022e-08 2.3094e-08 3.34946e-08 0 4.67249e-08 2.93828e-08 8.95767e-07 3.87426e-08 2.86411e-08 2.29201e-08 2.04066e-08 2.45938e-08 0 3.79807e-08 1.75159e-06 0 4.82344e-08 4.09891e-08 0 2.53489e-08 2.4676e-08 3.02416e-08 4.08676e-08 1.44169e-07 3.16441e-08 2.37076e-08 2.20736e-08 0 0 6.06532e-08 1.87569e-08 0.035575 3.69493e-08 3.68903e-08 3.11128e-08 3.20226e-06 4.18586e-08 2.13991e-08 1.7002e-08 0 4.2162e-08 2.99814e-08 2.05216e-08 2.94033e-08 3.27822e-08 3.54967e-08 0 2.63922e-08 1.69132e-07 5.43069e-08 3.15507e-08 0 3.08927e-08 0 2.30243e-08 3.79798e-08 0 3.80504e-08 3.52388e-08 0 2.7646e-08 1.82397e-08 4.0355e-07 0 4.17015e-08 2.67276e-08 2.23222e-08 0 2.16814e-08 1.9667e-08 1.96876e-08 2.03806e-08 -------------------------------------------------------------- Initialization seed trial #981 of 1000; initialization seed = 493577206 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 41 BIC score: 498588 Distortion: 0.0358278 Distortions/cluster: 2.51736e-06 2.37044e-35 1.08283e-34 3.17205e-06 2.85499e-06 3.92817e-06 2.1725e-06 4.95184e-06 3.16203e-06 3.52825e-06 2.56913e-06 2.64009e-06 3.86564e-06 4.76683e-06 3.32082e-06 1.66923e-06 1.26517e-06 3.06104e-06 2.75265e-06 6.42786e-06 4.72512e-06 1.82744e-06 3.21502e-06 2.89783e-06 2.63454e-06 4.4461e-06 3.20815e-06 3.11962e-06 2.85794e-06 1.61083e-06 3.53372e-06 2.44696e-06 3.50506e-06 2.71288e-06 3.04442e-06 0 2.70463e-06 2.63754e-06 0 5.00471e-06 0 2.21566e-06 3.28717e-06 1.7595e-06 2.93733e-06 1.72556e-06 8.26227e-07 3.15611e-06 9.85484e-06 0 4.55414e-06 2.985e-06 4.27414e-06 0 4.39188e-06 2.62657e-06 0 4.61662e-06 0 1.27749e-35 1.53254e-06 5.12182e-06 0 4.81569e-35 4.95375e-06 2.20295e-06 5.25522e-06 1.21149e-06 5.2397e-06 0 1.72575e-06 0.0356196 4.81245e-06 2.8702e-06 2.90616e-06 6.45786e-06 Variance: 6.1307e-06 Variances/cluster: 2.46776e-08 0 0 3.77592e-08 1.0977e-07 4.36427e-08 4.02278e-08 3.21443e-08 2.47012e-08 3.79358e-08 2.59485e-08 2.03066e-08 3.19448e-08 4.67192e-08 3.77242e-08 1.94076e-08 2.25895e-08 3.826e-08 1.14655e-07 4.19986e-08 3.66171e-08 2.50304e-08 2.65681e-08 3.71488e-08 3.55902e-08 3.67414e-08 4.21986e-08 3.94854e-08 3.32289e-08 1.85131e-08 3.60552e-08 2.52242e-08 2.36807e-08 2.91684e-08 3.7573e-08 0 1.93171e-08 2.56043e-08 0 3.97081e-08 0 7.91233e-08 5.30143e-08 1.77706e-08 2.08303e-08 1.93862e-08 2.2948e-08 2.25417e-08 8.95767e-07 0 7.58949e-08 1.97665e-08 1.64378e-07 0 2.77943e-08 2.65287e-08 0 2.99681e-08 0 0 1.8918e-08 2.76764e-08 0 2.67973e-31 4.26905e-08 2.39425e-08 1.75159e-06 2.2856e-08 4.439e-08 0 2.61453e-08 0.035575 3.46108e-08 2.03542e-08 2.69065e-08 4.0355e-07 -------------------------------------------------------------- Initialization seed trial #982 of 1000; initialization seed = 493577207 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 726069 Distortion: 0.000215187 Distortions/cluster: 2.36447e-06 6.73441e-06 4.1416e-06 1.08283e-34 3.70058e-06 2.64756e-06 3.12793e-06 2.87413e-06 8.29035e-06 2.49724e-06 2.37044e-35 1.71299e-06 4.64013e-06 5.92723e-06 1.87174e-06 2.03179e-06 2.26466e-06 0 4.81569e-35 6.45786e-06 2.98385e-06 2.20737e-06 9.64317e-35 0 3.2751e-06 2.14349e-06 3.08864e-06 4.18875e-06 0 5.01044e-06 4.94859e-06 4.20823e-06 1.90861e-06 3.58773e-06 1.65175e-06 3.19077e-06 0 4.20595e-06 0 5.46153e-06 5.2913e-06 5.56666e-06 5.09852e-06 2.64598e-06 3.55094e-06 1.87605e-06 9.85484e-06 3.29744e-06 0 3.20213e-06 0 3.16082e-06 1.89124e-06 1.27749e-35 0 1.87223e-06 0 2.96762e-06 5.73459e-06 2.57002e-06 5.25522e-06 4.31964e-06 0 4.96467e-06 0 2.03611e-06 3.4028e-06 2.51051e-06 2.92821e-06 4.41634e-06 0 2.26438e-06 0 4.56695e-06 3.30663e-06 3.28996e-06 Variance: 3.68219e-08 Variances/cluster: 3.52879e-08 3.16067e-08 2.91634e-08 0 4.20482e-08 3.62651e-08 4.11534e-08 2.22782e-08 9.41992e-08 1.92079e-08 0 3.5685e-08 4.14173e-08 4.55795e-08 2.28235e-08 1.70724e-08 2.79563e-08 0 2.67973e-31 4.0355e-07 2.48632e-08 3.34423e-08 6.86694e-32 0 2.14036e-08 3.89702e-08 2.9984e-08 2.39336e-08 0 3.45517e-08 4.15714e-08 6.09703e-08 2.14432e-08 3.51707e-08 2.7526e-08 3.62557e-08 0 4.7779e-08 0 2.52827e-08 1.35629e-07 5.40405e-08 3.72034e-08 2.72757e-08 4.22592e-08 2.50113e-08 8.95767e-07 2.74763e-08 0 3.81081e-08 0 2.67842e-08 2.78098e-08 0 0 2.67437e-08 0 2.04639e-08 2.98578e-08 2.23453e-08 1.75159e-06 3.69085e-08 0 4.03499e-08 0 3.33756e-08 3.86555e-08 2.24133e-08 3.04995e-08 2.96301e-08 0 2.07723e-08 0 1.69132e-07 2.36167e-08 2.51114e-08 -------------------------------------------------------------- Initialization seed trial #983 of 1000; initialization seed = 493577208 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 62 BIC score: 499557 Distortion: 0.0358439 Distortions/cluster: 1.04221e-05 2.74011e-06 9.85484e-06 1.08283e-34 4.92111e-06 0.0356196 2.07949e-06 1.83254e-06 2.59305e-06 3.19352e-06 3.99135e-06 1.8378e-06 1.91582e-06 4.81569e-35 1.07961e-06 1.27749e-35 2.37044e-35 6.45786e-06 0 3.53536e-06 1.39664e-05 0 1.51022e-06 8.29035e-06 2.09562e-06 2.97093e-06 1.40935e-06 2.18533e-06 5.25522e-06 2.2355e-06 1.76994e-06 9.67038e-06 2.12355e-06 1.74142e-06 2.22153e-06 0 1.25172e-06 3.62032e-06 5.33907e-06 2.29108e-06 1.42767e-06 0 2.15788e-06 1.69613e-06 1.94685e-06 1.34547e-06 9.19216e-06 0 1.75866e-06 0 0 3.9716e-06 2.91077e-06 1.63061e-06 1.57485e-06 1.84361e-06 4.56695e-06 3.14517e-06 1.9996e-06 1.4607e-05 0 2.02687e-06 0 3.54756e-06 1.98404e-06 0 2.56603e-06 0 2.23785e-06 5.83568e-06 0 1.22239e-05 2.48568e-06 0 0 9.23755e-06 Variance: 6.13345e-06 Variances/cluster: 5.31567e-08 3.34133e-08 8.95767e-07 0 3.01882e-08 0.035575 2.33625e-08 1.7619e-08 3.70404e-08 2.80109e-08 4.11444e-08 1.85614e-08 1.6804e-08 2.67973e-31 1.61116e-08 0 0 4.0355e-07 0 2.2233e-08 4.25665e-08 0 2.43555e-08 9.41992e-08 2.01484e-08 2.47557e-08 2.56223e-08 2.30007e-08 1.75159e-06 3.19332e-08 4.91607e-08 5.46184e-08 1.83043e-08 2.26137e-08 1.98334e-08 0 1.95564e-08 2.94309e-08 2.78052e-08 2.22409e-08 2.64357e-08 0 3.1731e-08 3.26149e-08 2.49574e-08 2.98966e-08 4.71241e-08 0 4.62763e-08 0 0 3.39424e-08 2.44581e-08 1.89589e-08 2.86311e-08 4.72681e-08 1.69132e-07 3.45593e-08 2.24654e-08 4.90011e-08 0 2.50203e-08 0 3.77377e-08 2.2803e-08 0 2.39794e-08 0 2.26024e-08 1.42286e-07 0 3.59411e-08 3.31394e-08 0 0 5.24691e-08 -------------------------------------------------------------- Initialization seed trial #984 of 1000; initialization seed = 493577209 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 69 BIC score: 498917 Distortion: 0.0358261 Distortions/cluster: 1.68501e-06 4.38755e-06 2.94816e-06 2.3734e-06 1.27749e-35 0.0356196 2.99541e-06 2.85499e-06 5.11836e-06 1.69438e-06 3.93759e-06 2.37044e-35 5.42482e-06 1.75825e-06 2.75322e-06 1.85142e-06 3.00369e-06 1.87834e-06 6.03625e-06 2.09197e-06 1.08283e-34 2.57507e-06 4.7132e-06 2.75265e-06 2.10895e-06 2.15658e-06 4.88599e-06 3.04783e-06 1.46297e-06 5.9104e-06 4.65282e-06 5.46456e-06 4.28119e-06 0 2.30163e-06 3.74136e-06 4.26692e-06 2.63128e-06 2.03564e-06 5.95607e-06 1.64842e-06 6.51901e-06 2.78242e-06 3.4105e-06 9.85484e-06 1.05642e-06 2.67293e-06 1.45399e-06 2.29672e-06 1.6854e-06 7.16338e-06 4.81569e-35 3.23899e-06 2.06589e-06 2.6937e-06 1.78111e-06 0 2.56042e-06 1.68615e-06 0 0 1.69569e-06 1.66452e-06 0 4.1155e-06 0 1.43892e-06 4.0539e-06 3.514e-06 0 2.20369e-06 2.87828e-06 5.25522e-06 0 0 7.42937e-06 Variance: 6.13041e-06 Variances/cluster: 2.08007e-08 2.49268e-08 5.2641e-08 2.34971e-08 0 0.035575 3.88981e-08 1.0977e-07 3.23841e-08 3.52973e-08 2.31603e-08 0 3.2669e-08 2.97982e-08 3.35731e-08 1.94865e-08 2.08565e-08 2.5042e-08 4.16159e-08 1.30734e-07 0 3.57617e-08 2.72415e-08 1.14655e-07 1.80236e-08 2.42284e-08 4.74221e-08 3.80853e-08 2.5664e-08 3.93959e-07 2.98227e-08 2.40709e-08 3.9264e-08 0 2.61527e-08 3.85581e-08 3.74179e-08 3.20859e-08 2.94995e-08 3.72135e-08 4.22636e-08 4.07303e-08 3.66075e-08 2.35187e-08 8.95767e-07 2.93427e-08 2.08804e-08 2.30767e-08 3.02172e-08 3.51093e-08 3.22569e-08 2.67973e-31 2.29688e-08 1.84439e-08 3.7937e-08 1.48415e-07 0 1.84187e-08 9.36674e-08 0 0 2.69133e-08 2.18996e-08 0 3.99432e-08 0 2.71469e-08 2.34309e-08 4.44674e-08 0 2.0215e-08 2.74097e-08 1.75159e-06 0 0 8.84364e-08 -------------------------------------------------------------- Initialization seed trial #985 of 1000; initialization seed = 493577210 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 39 BIC score: 594562 Distortion: 0.00412338 Distortions/cluster: 1.85673e-06 2.27611e-06 2.25478e-06 2.37028e-06 2.82738e-06 3.13434e-06 1.02699e-06 2.47638e-06 3.42666e-06 6.8651e-06 3.51281e-06 2.81176e-06 4.01221e-06 2.25793e-06 5.77255e-06 2.09359e-06 3.64168e-06 3.96718e-06 3.11583e-06 4.02815e-06 0.00391362 1.30129e-06 4.56695e-06 2.63287e-06 5.49193e-06 6.36491e-06 1.62465e-06 3.05243e-06 5.1143e-06 3.11827e-06 9.57428e-07 3.6114e-06 9.64317e-35 8.66831e-06 1.10837e-06 1.84364e-06 5.63589e-06 2.44241e-06 5.25522e-06 3.72172e-06 1.67495e-06 2.25931e-06 2.05077e-06 1.54133e-06 2.72265e-06 2.37044e-35 1.30496e-06 2.23496e-06 1.66986e-06 9.85484e-06 0 0 4.24749e-06 3.68235e-06 0 2.66681e-06 1.65895e-06 4.10731e-06 4.77024e-06 4.42435e-06 2.33467e-06 4.81569e-35 2.08528e-06 0 2.79984e-06 0 0 0 5.9104e-06 1.32059e-06 0 1.91603e-06 3.38647e-06 3.44581e-06 2.70735e-06 2.73603e-06 Variance: 7.05574e-07 Variances/cluster: 1.87532e-08 2.23123e-08 2.32424e-08 3.64542e-08 3.62462e-08 3.64338e-08 3.94966e-08 2.29267e-08 2.28424e-08 3.26881e-08 8.16657e-08 2.05215e-08 1.14597e-07 5.13128e-08 4.73018e-08 3.48904e-08 3.00934e-08 3.36092e-08 2.78175e-08 2.63255e-08 0.00391989 1.85883e-08 1.69132e-07 3.87154e-08 2.96763e-08 3.05979e-08 3.0651e-08 4.769e-08 4.73399e-08 2.16528e-08 2.45473e-08 1.96255e-08 6.86694e-32 9.63048e-08 2.17305e-08 2.83614e-08 4.65627e-08 3.53941e-08 1.75159e-06 2.6207e-08 2.53757e-08 2.8239e-08 2.30402e-08 3.14529e-08 2.04686e-08 0 2.89969e-08 2.97968e-08 2.41988e-08 8.95767e-07 0 0 3.66043e-08 2.36027e-08 0 2.35923e-08 3.68623e-08 3.94805e-08 4.22006e-08 2.8352e-08 2.43166e-08 2.67973e-31 3.02187e-08 0 3.33211e-08 0 0 0 3.93959e-07 2.58916e-08 0 2.30826e-08 2.18463e-08 3.37712e-08 5.75981e-08 3.85228e-08 -------------------------------------------------------------- Initialization seed trial #986 of 1000; initialization seed = 493577211 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 43 BIC score: 498896 Distortion: 0.0358485 Distortions/cluster: 4.17844e-06 1.682e-06 3.15008e-06 3.45278e-06 2.85558e-06 2.03735e-06 2.2266e-06 3.02147e-06 2.42905e-06 5.24573e-06 5.0894e-06 2.59656e-06 2.74436e-06 2.74314e-06 2.63298e-06 1.08283e-34 3.40324e-06 2.84965e-06 4.41048e-06 3.96111e-06 3.26334e-06 2.95811e-06 1.59192e-05 2.37044e-35 3.54633e-06 3.85151e-06 4.42431e-06 3.39204e-06 3.34726e-06 1.55314e-06 5.07896e-06 0 3.81014e-06 4.90936e-06 4.35649e-06 4.41681e-06 2.78135e-06 0.0356196 0 3.44355e-06 2.21901e-06 2.56509e-06 4.64623e-06 1.72323e-06 0 0 0 2.86498e-06 0 2.39704e-06 4.81569e-35 0 4.88748e-06 2.61897e-06 2.23298e-06 4.44212e-06 3.00371e-06 3.58903e-06 0 3.7857e-06 0 3.27223e-06 4.14932e-06 0 1.89097e-06 0 2.29221e-06 3.84468e-06 2.56466e-06 2.45348e-05 2.96678e-06 1.27749e-35 3.22807e-06 0 3.20609e-06 4.21393e-06 Variance: 6.13423e-06 Variances/cluster: 1.16056e-07 4.94664e-08 2.48016e-08 3.83515e-08 2.64374e-08 3.13414e-08 3.53397e-08 2.47635e-08 3.57093e-08 7.82868e-08 2.84299e-08 3.65682e-08 4.2877e-08 3.56139e-08 2.77131e-08 0 3.24011e-08 3.43227e-08 2.42313e-08 3.07031e-08 3.62563e-08 2.61755e-08 7.5794e-07 0 2.25861e-08 3.2363e-08 3.09291e-08 3.89761e-08 4.46167e-08 2.38919e-08 3.55058e-08 0 2.74021e-08 2.83753e-08 2.04512e-08 2.98407e-08 3.08938e-08 0.035575 0 3.82593e-08 2.67327e-08 2.19216e-08 2.62476e-08 3.3786e-08 0 0 0 3.58005e-08 0 2.99604e-08 2.67973e-31 0 2.32717e-08 1.91143e-08 1.59484e-07 1.23351e-07 3.2295e-08 2.40795e-08 0 2.95732e-08 0 3.0018e-08 3.8407e-08 0 3.85878e-08 0 3.6373e-08 4.41878e-08 2.33123e-08 2.72576e-06 2.26445e-08 0 9.21993e-08 0 4.27338e-08 4.52969e-08 -------------------------------------------------------------- Initialization seed trial #987 of 1000; initialization seed = 493577212 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 498540 Distortion: 0.0358484 Distortions/cluster: 2.46458e-06 1.98839e-06 2.5228e-06 2.44771e-06 4.00993e-06 1.42826e-05 2.85595e-06 4.62805e-06 2.6325e-06 2.21786e-06 2.32074e-06 1.71663e-06 4.40247e-06 3.28727e-06 2.09327e-06 1.42817e-06 8.43383e-06 2.99254e-06 3.70085e-06 2.28702e-06 2.14305e-06 2.45315e-06 1.77526e-06 2.3158e-06 2.14761e-06 3.49139e-06 3.57213e-06 1.08283e-34 2.54094e-06 1.27749e-35 2.57363e-06 5.02915e-06 3.22286e-06 2.85987e-06 2.37044e-35 3.19496e-06 2.4857e-06 3.3155e-06 0.0356196 0 5.15695e-06 3.20857e-06 2.20325e-06 3.2058e-06 2.14468e-06 2.83771e-06 0 0 0 2.50495e-06 4.56695e-06 4.81569e-35 3.65633e-06 4.16126e-06 0 1.63426e-06 0 2.38361e-06 2.65124e-06 3.42916e-06 1.91919e-06 1.42842e-06 5.49741e-06 3.56201e-06 0 2.45348e-05 0 2.65772e-06 3.86885e-06 2.0316e-06 3.23211e-06 6.31391e-06 0 8.44526e-06 2.42676e-06 3.34743e-06 Variance: 6.13422e-06 Variances/cluster: 1.94044e-08 2.02879e-08 3.88098e-08 3.82327e-08 3.45571e-08 7.14025e-07 3.28243e-08 6.80532e-08 3.65505e-08 2.60901e-08 2.41716e-08 4.90423e-08 4.03763e-08 2.12058e-08 2.49177e-08 2.26669e-08 9.58293e-08 4.46503e-08 2.32738e-08 3.13265e-08 3.75938e-08 2.60951e-08 2.64941e-08 3.61813e-08 1.78952e-08 3.63568e-08 2.31929e-08 0 2.33093e-08 0 2.57337e-08 1.32302e-07 2.82683e-08 2.50842e-08 0 3.04255e-08 3.65522e-08 2.05913e-08 0.035575 0 2.83256e-08 3.86539e-08 3.14723e-08 4.05674e-08 2.49352e-08 2.89536e-08 0 0 0 4.55304e-08 1.69132e-07 2.67973e-31 2.92479e-08 4.28866e-08 0 2.63566e-08 0 5.41563e-08 3.11883e-08 2.00518e-08 3.83804e-08 4.32818e-08 3.61556e-08 2.28314e-08 0 2.72576e-06 0 3.40703e-08 3.64866e-08 2.20807e-08 2.15449e-08 3.00564e-08 0 4.61336e-08 3.41684e-08 3.15768e-08 -------------------------------------------------------------- Initialization seed trial #988 of 1000; initialization seed = 493577213 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 33 BIC score: 726907 Distortion: 0.000211076 Distortions/cluster: 6.36381e-06 2.13871e-06 2.65568e-06 2.89142e-06 1.98025e-06 2.37044e-35 2.21269e-06 3.0738e-06 4.81569e-35 1.99831e-06 3.8382e-06 6.45786e-06 2.72378e-06 3.34394e-06 2.75266e-06 5.83568e-06 2.49275e-06 3.65536e-06 5.25522e-06 2.98078e-06 1.31051e-06 3.16022e-06 2.41202e-06 7.20944e-06 3.43397e-06 5.37193e-06 3.97959e-06 2.38072e-06 1.08283e-34 3.70771e-06 1.27749e-35 2.52542e-06 3.4008e-06 9.64317e-35 0 4.56695e-06 2.65655e-06 2.415e-06 1.98239e-06 4.78548e-06 0 3.44953e-06 5.37593e-06 2.29634e-06 0 3.51686e-06 3.02382e-06 5.90299e-06 3.04068e-06 2.31765e-06 2.50393e-06 2.08734e-06 4.24356e-06 3.56371e-06 2.72167e-06 2.97932e-06 9.85484e-06 0 0 6.1481e-06 3.42399e-06 0 2.85129e-06 0 2.35934e-06 2.82673e-06 3.74218e-06 2.0318e-06 0 2.83169e-06 0 4.12419e-06 2.5226e-06 3.38659e-06 0 0 Variance: 3.61185e-08 Variances/cluster: 4.05204e-08 2.81384e-08 3.63763e-08 9.63715e-08 2.67579e-08 0 2.66565e-08 2.47866e-08 2.67973e-31 2.77518e-08 6.733e-08 4.0355e-07 1.95932e-08 3.63359e-08 2.52507e-08 1.42286e-07 3.0772e-08 3.23455e-08 1.75159e-06 3.59098e-08 2.84863e-08 3.71669e-08 2.38793e-08 3.161e-08 2.38442e-08 3.00082e-08 2.07252e-08 4.49156e-08 0 4.36063e-08 0 3.07876e-08 3.77743e-08 6.86694e-32 0 1.69132e-07 2.14219e-08 3.49969e-08 3.09721e-08 2.67322e-08 0 3.91867e-08 3.25708e-08 3.42716e-08 0 2.42519e-08 4.19836e-08 2.82415e-08 3.75272e-08 4.21254e-08 2.13988e-08 2.48468e-08 2.31868e-08 2.3139e-08 3.62858e-08 2.50336e-08 8.95767e-07 0 0 3.35853e-08 3.84591e-08 0 3.43497e-08 0 2.08767e-08 3.48951e-08 3.93795e-08 3.83323e-08 0 5.24228e-08 0 2.35648e-08 3.70944e-08 5.29108e-08 0 0 -------------------------------------------------------------- Initialization seed trial #989 of 1000; initialization seed = 493577214 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 46 BIC score: 726319 Distortion: 0.000217089 Distortions/cluster: 2.3113e-06 2.43175e-06 2.37044e-35 3.60946e-06 4.39704e-06 4.09165e-06 3.70759e-06 2.6818e-06 2.5422e-06 4.14455e-06 2.27446e-06 4.27414e-06 2.03065e-06 4.81569e-35 7.02158e-06 3.65931e-06 2.29676e-06 2.58657e-06 9.64317e-35 8.74157e-06 0 2.4608e-06 5.01351e-06 4.25476e-06 2.85499e-06 4.02591e-06 0 2.81528e-06 3.70994e-06 5.88789e-06 2.84189e-06 2.90374e-06 6.45786e-06 3.9446e-06 3.80645e-06 1.27749e-35 2.37631e-06 5.03646e-06 4.93091e-06 4.67484e-06 5.31743e-06 0 9.85484e-06 4.20996e-06 0 3.00736e-06 2.70263e-06 0 6.54818e-06 3.00364e-06 5.11499e-06 2.4589e-06 2.82349e-06 4.81496e-06 7.89415e-06 3.55769e-06 0 0 0 3.90773e-06 0 2.56859e-06 5.25522e-06 2.71449e-06 0 3.5554e-06 1.08283e-34 3.59833e-06 0 0 0 0 3.38239e-06 0 0 0 Variance: 3.71473e-08 Variances/cluster: 3.3494e-08 2.61456e-08 0 2.11055e-08 3.23284e-08 2.8215e-08 2.30264e-08 2.8227e-08 2.76301e-08 2.22806e-08 4.135e-08 1.64378e-07 2.98602e-08 2.67973e-31 3.20515e-08 2.28687e-08 4.59317e-08 3.23293e-08 6.86694e-32 4.12202e-08 0 1.11816e-07 4.35816e-08 2.21583e-08 1.0977e-07 4.10675e-08 0 2.44785e-08 4.03229e-08 3.77396e-08 3.08801e-08 5.37683e-08 4.0355e-07 3.98325e-08 2.84039e-08 0 2.9701e-08 4.4954e-08 2.33672e-08 4.02873e-08 3.18305e-08 0 8.95767e-07 2.39174e-08 0 3.62301e-08 2.78597e-08 0 3.65703e-08 3.37457e-08 2.13998e-08 4.16727e-08 2.68881e-08 3.978e-08 9.07286e-08 4.39075e-08 0 0 0 4.4903e-08 0 3.66913e-08 1.75159e-06 2.18887e-08 0 4.08632e-08 0 3.10172e-08 0 0 0 0 2.58168e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #990 of 1000; initialization seed = 493577215 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 594411 Distortion: 0.00412317 Distortions/cluster: 4.55794e-06 1.75806e-06 2.99934e-06 0.00391362 1.65652e-06 2.18741e-06 2.19351e-06 5.18396e-06 3.07948e-06 2.38245e-06 2.86641e-06 9.64317e-35 2.37044e-35 0 4.46487e-06 3.07574e-06 2.69165e-06 3.94958e-06 0 3.03642e-06 6.20845e-06 4.56695e-06 0 2.54165e-06 2.99308e-06 3.41666e-06 2.43616e-06 1.77589e-06 0 2.14458e-06 2.78321e-06 0 1.71753e-06 2.95483e-06 1.96731e-06 3.5995e-06 5.09405e-06 9.85484e-06 7.76697e-06 5.25522e-06 0 3.20794e-06 1.60118e-06 3.3523e-06 0 2.94456e-06 3.13861e-06 2.01472e-06 4.74406e-06 1.17733e-06 3.05485e-06 3.52759e-06 1.8224e-06 2.54332e-06 2.55683e-06 3.82696e-06 4.60628e-06 2.22042e-06 0 2.42063e-06 3.19309e-06 2.8675e-06 4.77939e-06 2.6738e-06 2.62254e-06 3.14581e-06 2.06235e-06 3.12353e-06 2.73614e-06 6.45786e-06 3.42531e-06 4.53246e-06 2.52071e-06 4.81569e-35 0 3.48873e-06 Variance: 7.05539e-07 Variances/cluster: 6.24185e-08 1.62769e-08 3.06027e-08 0.00391989 3.01085e-08 3.77014e-08 2.74098e-08 4.11391e-08 2.31512e-08 3.30789e-08 2.95411e-08 6.86694e-32 0 0 4.21178e-08 2.67433e-08 2.58788e-08 3.98816e-08 0 3.79428e-08 5.49373e-08 1.69132e-07 0 2.08309e-08 2.39368e-08 3.97261e-08 2.31995e-08 4.32998e-08 0 2.93747e-08 2.28112e-08 0 3.23955e-08 3.39525e-08 2.81019e-08 4.33539e-08 2.84559e-08 8.95767e-07 9.03049e-08 1.75159e-06 0 2.34132e-08 3.63794e-08 4.18911e-08 0 3.72701e-08 2.75293e-08 2.96255e-08 1.35499e-07 2.73704e-08 4.84854e-08 3.83308e-08 1.75215e-08 2.99188e-08 2.06178e-08 2.3052e-08 3.05025e-08 3.17104e-08 0 2.08651e-08 3.80005e-08 2.65478e-08 2.9683e-08 1.9658e-08 2.91365e-08 2.62128e-08 3.88994e-08 2.45926e-08 2.12085e-08 4.0355e-07 2.97828e-08 3.84076e-08 3.03599e-08 2.67973e-31 0 2.32505e-08 -------------------------------------------------------------- Initialization seed trial #991 of 1000; initialization seed = 493577216 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 31 BIC score: 594497 Distortion: 0.00414248 Distortions/cluster: 4.93868e-06 5.67997e-06 2.71406e-06 0.00391362 2.30617e-06 2.87442e-06 6.70008e-06 2.05026e-06 2.7366e-06 3.244e-06 3.47398e-06 2.5461e-06 1.59192e-05 2.20625e-06 3.3573e-06 9.64317e-35 1.89365e-06 4.25147e-06 2.37044e-35 2.47673e-06 1.99353e-06 4.93439e-06 2.8607e-06 5.24573e-06 1.6197e-06 2.35494e-06 2.26017e-06 0 4.22736e-06 2.51747e-06 5.2913e-06 0 2.74995e-06 4.81569e-35 2.85219e-06 1.99795e-06 1.99137e-06 2.02608e-06 0 2.22381e-06 2.45348e-05 2.04452e-06 0 2.19978e-06 2.59848e-06 4.50103e-06 5.41841e-06 0 0 2.81245e-06 3.573e-06 2.18729e-06 4.66616e-06 0 4.51801e-06 3.02241e-06 3.02935e-06 5.85313e-06 1.9872e-06 3.32761e-06 4.54648e-06 0 0 1.90636e-06 0 3.70304e-06 2.89496e-06 0 3.4704e-06 2.48513e-06 5.02327e-06 3.45377e-06 3.53857e-06 0 2.52958e-06 2.51713e-06 Variance: 7.08843e-07 Variances/cluster: 4.88826e-08 4.1751e-08 3.7693e-08 0.00391989 2.04068e-08 2.28108e-08 4.99856e-08 5.1252e-08 2.9743e-08 3.4136e-08 2.22672e-08 2.05307e-08 7.5794e-07 4.0853e-08 1.04906e-07 6.86694e-32 2.45908e-08 3.07977e-08 0 3.64197e-08 2.21484e-08 3.94622e-08 2.72416e-08 7.82868e-08 3.30529e-08 2.73807e-08 2.53929e-08 0 2.65849e-08 3.40168e-08 1.35629e-07 0 2.9888e-08 2.67973e-31 2.82368e-08 2.85396e-08 3.90433e-08 2.59731e-08 0 4.72992e-08 2.72576e-06 3.14518e-08 0 2.13552e-08 3.02123e-08 4.16625e-08 2.77776e-08 0 0 2.60382e-08 4.10653e-08 2.60368e-08 3.98692e-08 0 3.01102e-08 3.92487e-08 3.8825e-08 4.4666e-08 1.92915e-08 2.35978e-08 2.952e-08 0 0 3.02571e-08 0 2.70271e-08 2.08246e-08 0 2.37671e-08 2.36659e-08 3.34775e-08 1.90799e-08 3.40217e-08 0 1.58085e-07 2.16972e-08 -------------------------------------------------------------- Initialization seed trial #992 of 1000; initialization seed = 493577217 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 37 BIC score: 722722 Distortion: 0.000229754 Distortions/cluster: 2.99293e-06 2.98651e-06 5.6075e-06 2.14748e-06 0 2.79015e-06 3.38898e-06 3.16617e-06 3.96178e-06 2.7819e-06 3.07237e-06 2.97974e-06 4.81569e-35 5.41468e-06 2.66166e-06 3.72218e-06 4.19206e-06 2.25912e-06 1.76491e-06 9.64317e-35 3.22781e-06 2.69925e-06 2.44627e-06 4.56695e-06 2.50376e-06 2.89269e-06 2.27463e-06 3.71967e-06 2.58132e-06 1.74427e-06 2.26703e-06 1.27749e-35 2.37044e-35 2.80054e-06 2.18854e-06 2.83361e-06 3.81179e-06 3.39268e-06 0 2.48752e-06 0 1.75508e-06 3.72585e-06 4.46314e-06 8.82504e-06 6.54493e-06 3.00813e-06 1.61468e-06 0 0 2.91974e-06 1.08283e-34 0 0 2.50311e-06 3.50582e-06 3.3032e-06 2.29876e-06 0 2.45348e-05 4.2799e-06 2.37326e-06 0 6.06336e-06 2.4159e-06 4.42223e-06 0 2.0457e-06 2.24435e-06 2.28737e-06 1.59192e-05 2.63762e-06 3.55497e-06 3.31701e-06 2.14651e-06 2.71532e-06 Variance: 3.93144e-08 Variances/cluster: 3.88658e-08 2.35138e-08 4.44897e-08 1.96996e-08 0 2.44671e-08 2.82322e-08 3.63899e-08 4.3049e-08 3.47707e-08 2.69417e-08 2.4422e-08 2.67973e-31 2.29415e-08 1.8105e-08 5.39399e-08 2.95191e-08 3.64254e-08 2.63388e-08 6.86694e-32 2.33879e-08 3.33133e-08 3.76316e-08 1.69132e-07 2.2353e-08 3.40289e-08 4.13436e-08 3.71845e-08 2.45818e-08 1.95963e-08 1.97116e-08 0 0 3.25614e-08 2.02619e-08 2.57576e-08 2.45898e-08 2.73579e-08 0 1.95845e-08 0 2.24984e-08 2.2997e-08 3.59816e-08 9.80458e-08 4.74228e-08 2.29608e-08 2.37425e-08 0 0 5.21336e-08 0 0 0 2.78098e-08 3.72838e-08 7.02571e-08 2.87319e-08 0 2.72576e-06 4.27854e-08 4.09046e-08 0 4.52355e-08 2.90977e-08 1.26308e-07 0 3.65279e-08 2.57886e-08 3.04956e-08 7.5794e-07 3.7678e-08 3.17302e-08 2.59113e-08 2.82411e-08 3.48088e-08 -------------------------------------------------------------- Initialization seed trial #993 of 1000; initialization seed = 493577218 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 36 BIC score: 594391 Distortion: 0.00414646 Distortions/cluster: 2.75269e-06 3.70738e-06 8.29035e-06 2.5985e-06 1.55e-06 2.37044e-35 1.95345e-06 3.90958e-06 4.81569e-35 1.15874e-06 2.12532e-06 2.39548e-06 2.10184e-06 1.90772e-06 9.64317e-35 6.37914e-06 0 2.92439e-06 1.21979e-06 3.88116e-06 2.12439e-06 5.54628e-06 0 0 5.40204e-06 3.37164e-06 1.14135e-05 4.82632e-06 0 2.70702e-06 4.64145e-06 6.04461e-06 0 1.51509e-06 3.02803e-06 1.08869e-06 2.41875e-06 1.81722e-06 2.32619e-06 2.29775e-06 0.00391362 2.53239e-06 3.89201e-06 2.6762e-06 2.29382e-06 1.98744e-06 2.61475e-06 1.05013e-06 0 3.22157e-06 2.05002e-06 1.8454e-06 0 3.23792e-06 4.56695e-06 2.80843e-06 2.45348e-05 0 2.96907e-06 8.6498e-06 4.0668e-06 2.68245e-06 2.40577e-06 0 0 0 2.16482e-06 3.46545e-06 3.71379e-06 1.59192e-05 2.26768e-06 1.87774e-06 1.46614e-06 2.81851e-06 4.0505e-06 5.58325e-06 Variance: 7.09524e-07 Variances/cluster: 3.82191e-08 4.07369e-08 9.41992e-08 3.28894e-08 1.8673e-08 0 2.32526e-08 4.4413e-08 2.67973e-31 1.78251e-08 1.94967e-08 3.74268e-08 2.47253e-08 2.47726e-08 6.86694e-32 5.45178e-08 0 4.95614e-08 1.67076e-08 3.15514e-08 3.66252e-08 1.38611e-07 0 0 4.53806e-08 3.83015e-08 4.21023e-08 2.88975e-08 0 3.3417e-08 2.74618e-08 4.95311e-08 0 2.16422e-08 3.73802e-08 2.474e-08 2.87921e-08 1.91264e-08 2.50104e-08 4.25381e-08 0.00391989 2.81353e-08 2.47877e-08 2.21155e-08 2.86701e-08 1.75859e-08 2.39864e-08 2.23408e-08 0 4.29401e-08 2.97078e-08 1.66237e-08 0 3.72053e-08 1.69132e-07 3.1545e-08 2.72576e-06 0 2.39417e-08 3.37773e-08 3.98576e-08 2.04749e-08 2.45459e-08 0 0 0 2.20881e-08 3.09388e-08 3.37588e-08 7.5794e-07 2.31376e-08 2.10963e-08 1.83246e-08 3.70828e-08 3.96986e-08 3.11811e-08 -------------------------------------------------------------- Initialization seed trial #994 of 1000; initialization seed = 493577219 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 45 BIC score: 498758 Distortion: 0.0358306 Distortions/cluster: 4.81569e-35 2.70355e-06 3.15766e-06 2.31878e-06 2.47721e-06 4.17497e-06 6.45786e-06 2.00804e-06 2.7886e-06 3.12347e-06 0 1.99363e-06 3.5599e-06 2.94942e-06 3.33085e-06 3.06428e-06 2.05444e-06 2.09372e-06 2.34155e-06 2.23903e-06 3.01504e-06 2.37044e-35 3.41077e-06 2.43252e-06 0 2.53959e-06 0 3.40312e-06 1.08283e-34 4.87616e-06 5.1756e-06 1.53116e-06 2.65483e-06 0 5.84489e-06 5.54628e-06 3.22805e-06 1.80849e-06 1.01781e-05 1.76663e-06 2.03673e-06 2.688e-06 3.04134e-06 1.27749e-35 0 5.33313e-06 0 0.0356196 2.11309e-06 3.5196e-06 3.56064e-06 2.68192e-06 0 3.51958e-06 1.78816e-06 3.66625e-06 4.89328e-06 3.213e-06 0 1.8493e-06 3.8363e-06 4.51432e-06 2.62547e-06 5.47183e-06 4.16964e-06 0 2.41505e-06 5.3908e-06 2.55404e-06 2.02507e-06 9.85484e-06 1.69125e-06 4.62584e-06 5.25522e-06 2.50945e-06 0 Variance: 6.13118e-06 Variances/cluster: 2.67973e-31 2.0636e-08 2.39193e-08 2.89822e-08 3.21687e-08 3.82899e-08 4.0355e-07 2.75051e-08 2.65551e-08 4.05611e-08 0 2.05505e-08 3.70703e-08 2.63318e-08 3.65908e-08 4.03071e-08 3.021e-08 1.61041e-07 3.0407e-08 1.83511e-08 2.41182e-08 0 3.24729e-08 2.53358e-08 0 1.98388e-08 0 2.12677e-08 0 2.67897e-08 4.24102e-08 2.15636e-08 3.44755e-08 0 3.62921e-08 1.38611e-07 2.13753e-08 2.54691e-08 4.16998e-08 2.52353e-08 2.12141e-08 3.3597e-08 2.25257e-08 0 0 3.21168e-08 0 0.035575 3.15362e-08 4.81992e-08 3.86898e-08 4.7887e-08 0 1.06645e-07 5.25886e-08 4.95395e-08 3.15668e-08 3.87084e-08 0 1.92619e-08 3.09352e-08 2.95027e-08 3.3231e-08 2.90959e-08 6.22127e-08 0 1.97934e-08 7.92686e-08 2.20157e-08 3.55249e-08 8.95767e-07 3.52306e-08 4.05642e-08 1.75159e-06 2.32336e-08 0 -------------------------------------------------------------- Initialization seed trial #995 of 1000; initialization seed = 493577220 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 52 BIC score: 726343 Distortion: 0.000213595 Distortions/cluster: 4.81569e-35 2.61174e-06 6.30407e-06 2.77619e-06 7.46576e-06 9.64317e-35 3.64197e-06 1.87213e-06 2.40716e-06 8.43383e-06 2.02155e-06 3.00077e-06 4.56695e-06 2.7341e-06 1.27376e-06 5.25522e-06 2.15112e-06 5.9034e-06 2.42848e-06 6.03346e-06 2.38076e-06 2.54531e-06 4.25897e-06 5.04639e-06 0 9.85484e-06 3.21968e-06 2.24289e-06 2.87397e-06 3.52934e-06 2.25798e-06 2.60882e-06 4.30311e-06 2.12016e-06 2.80652e-06 2.37044e-35 2.75967e-06 2.68334e-06 0 1.27749e-35 3.11553e-06 2.07353e-06 1.766e-06 4.27652e-06 4.68748e-06 0 4.86654e-06 0 0 3.10689e-06 4.37066e-06 2.50423e-06 0 2.32279e-06 0 5.29573e-06 2.98922e-06 6.10427e-06 0 0 2.65342e-06 3.12053e-06 6.45786e-06 2.09325e-06 0 1.67796e-06 0 0 3.54492e-06 2.79299e-06 4.38437e-06 4.52288e-06 2.26395e-06 3.13207e-06 3.09767e-06 1.08283e-34 Variance: 3.65494e-08 Variances/cluster: 2.67973e-31 3.30574e-08 4.63386e-08 2.15185e-08 2.99732e-08 6.86694e-32 2.58273e-08 4.25456e-08 2.45606e-08 9.58293e-08 2.8877e-08 3.61507e-08 1.69132e-07 2.65415e-08 3.26576e-08 1.75159e-06 3.07278e-08 3.08976e-08 2.00684e-08 4.71223e-08 2.06999e-08 1.77978e-08 1.18266e-07 4.23927e-08 0 8.95767e-07 1.99956e-08 5.09707e-08 2.26276e-08 4.46711e-08 2.59507e-08 2.99839e-08 3.02936e-08 2.27954e-08 2.17541e-08 0 2.37881e-08 3.67557e-08 0 0 2.24119e-08 2.62449e-08 2.63551e-08 7.00835e-08 3.71904e-08 0 2.53443e-08 0 0 4.85408e-08 3.05614e-08 2.31849e-08 0 2.86739e-08 0 4.26936e-08 3.88177e-08 4.32785e-08 0 0 3.23559e-08 2.38188e-08 4.0355e-07 2.71826e-08 0 2.58121e-08 0 0 4.85459e-08 2.09981e-08 4.17424e-08 3.96613e-08 3.1441e-08 3.22865e-08 2.43889e-08 0 -------------------------------------------------------------- Initialization seed trial #996 of 1000; initialization seed = 493577221 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 722063 Distortion: 0.000235857 Distortions/cluster: 5.89527e-06 3.40644e-06 2.11507e-06 4.43753e-06 4.0531e-06 2.22034e-06 2.24383e-06 1.9301e-06 1.08283e-34 2.33933e-06 2.07612e-06 1.2388e-06 5.25815e-06 2.32058e-06 1.98117e-06 1.65315e-06 7.21661e-06 2.94802e-06 2.4052e-06 2.80488e-06 1.74735e-06 5.41664e-06 3.92544e-06 2.0105e-06 1.50703e-06 6.91419e-06 2.89228e-06 6.82859e-06 3.12289e-06 2.20664e-06 1.25076e-06 9.64317e-35 3.88432e-06 3.4974e-06 1.27749e-35 2.45348e-05 2.30307e-06 2.37044e-35 2.17865e-06 2.75308e-06 0 2.77256e-06 6.06856e-06 1.72666e-06 1.02636e-05 4.81569e-35 0 1.0551e-05 0 1.59192e-05 0 0 2.24972e-06 3.23915e-06 0 2.35404e-06 0 0 0 2.60948e-06 4.56695e-06 2.8478e-06 7.4569e-06 1.53714e-06 2.79046e-06 0 4.05396e-06 0 3.0095e-06 1.6874e-06 5.5249e-06 2.11969e-06 0 4.39236e-06 0 2.59848e-06 Variance: 4.03588e-08 Variances/cluster: 4.53333e-08 2.98785e-08 1.71942e-08 2.59482e-08 3.93474e-08 2.43964e-08 1.90138e-08 2.14437e-08 0 2.71991e-08 2.44221e-08 2.81516e-08 1.34779e-07 2.52215e-08 2.60657e-08 2.23379e-08 4.39895e-08 2.06131e-08 2.67221e-08 2.26173e-08 2.15702e-08 4.10218e-08 3.84813e-08 1.8111e-08 2.8432e-08 5.00878e-08 4.07338e-08 4.80732e-08 8.21734e-08 1.97004e-08 2.27386e-08 6.86694e-32 4.04581e-08 5.29863e-08 0 2.72576e-06 1.79911e-08 0 2.59338e-08 2.06981e-08 0 2.41071e-08 3.9651e-08 1.9183e-08 3.22649e-08 2.67973e-31 0 4.6059e-08 0 7.5794e-07 0 0 2.22722e-08 3.76613e-08 0 3.98954e-08 0 0 0 2.86731e-08 1.69132e-07 3.65075e-08 3.92342e-08 1.74655e-08 2.14632e-08 0 3.07091e-08 0 3.66982e-08 2.51829e-08 4.93141e-08 3.02785e-08 0 8.2866e-08 0 4.63978e-08 -------------------------------------------------------------- Initialization seed trial #997 of 1000; initialization seed = 493577222 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 40 BIC score: 498601 Distortion: 0.0358505 Distortions/cluster: 1.31796e-06 1.17133e-06 1.08283e-34 5.19408e-06 3.34822e-06 4.41581e-06 1.67515e-06 6.34851e-06 0.0356196 3.87516e-06 6.89174e-06 0 1.54912e-06 2.75265e-06 5.50518e-06 2.18528e-06 7.03174e-06 1.54247e-06 2.86289e-06 1.8164e-06 4.27414e-06 2.85499e-06 7.89415e-06 2.8674e-06 2.37044e-35 5.41465e-06 1.27749e-35 4.86392e-06 1.74821e-06 2.85756e-06 2.45348e-05 2.37741e-06 3.86086e-06 0 3.58209e-06 0 7.10936e-06 1.54847e-06 2.17845e-06 3.42637e-06 1.60633e-06 1.32571e-06 0 0 2.77432e-06 4.08607e-06 3.13173e-06 1.8926e-06 3.35555e-06 5.64264e-06 2.78313e-06 1.45515e-06 2.86059e-06 2.53784e-06 3.41849e-06 4.81569e-35 3.1924e-06 0 3.39942e-06 1.56467e-06 3.28912e-06 0 4.48937e-06 0 1.46086e-06 4.67417e-06 1.30207e-06 1.29413e-06 4.14968e-06 3.04117e-06 1.48978e-06 3.06125e-06 0 0 8.30718e-07 1.59192e-05 Variance: 6.13457e-06 Variances/cluster: 1.78088e-08 1.74804e-08 0 3.96365e-08 3.93877e-08 3.90657e-08 2.46324e-08 4.20291e-08 0.035575 2.58321e-08 3.14588e-08 0 2.97881e-08 1.14655e-07 4.8276e-08 2.10104e-08 4.33918e-08 2.52835e-08 2.7006e-08 2.16219e-08 1.64378e-07 1.0977e-07 9.07286e-08 3.98226e-08 0 4.43682e-08 0 3.92135e-08 2.27013e-08 2.64567e-08 2.72576e-06 2.47625e-08 2.29794e-08 0 3.37903e-08 0 3.4005e-08 1.68298e-08 2.56266e-08 2.90339e-08 1.76499e-08 3.23315e-08 0 0 4.02048e-08 3.68082e-08 4.06683e-08 2.42612e-08 3.02275e-08 5.37348e-08 2.62535e-08 1.81873e-08 3.66713e-08 2.9168e-08 3.02494e-08 2.67973e-31 3.39587e-08 0 3.90609e-08 1.66439e-08 2.19256e-08 0 4.15546e-08 0 1.78133e-08 2.97621e-08 1.97265e-08 1.87534e-08 2.74789e-08 2.32127e-08 1.53572e-08 4.78277e-08 0 0 1.84588e-08 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #998 of 1000; initialization seed = 493577223 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498180 Distortion: 0.0360971 Distortions/cluster: 2.65452e-06 9.85484e-06 3.05755e-06 2.76048e-06 3.40531e-06 2.49973e-06 4.08214e-06 2.38342e-06 6.40371e-06 2.11659e-06 1.32121e-06 2.89534e-06 6.90663e-06 2.15031e-06 1.47235e-06 0.000272219 2.09979e-06 8.21864e-07 1.47472e-06 1.07924e-06 5.12752e-06 2.37044e-35 3.38131e-06 2.61371e-06 2.74307e-06 1.27749e-35 1.65221e-06 2.06765e-06 2.25031e-06 0 1.48336e-06 4.42505e-06 2.84663e-06 3.28583e-06 2.01526e-06 5.25177e-06 2.7813e-06 0 9.3618e-06 2.11786e-06 2.02732e-06 5.9104e-06 0 0 1.08283e-34 2.634e-06 4.43795e-06 7.35377e-06 6.22379e-06 1.52909e-06 3.02014e-06 1.81978e-06 1.79018e-06 1.16998e-06 2.07362e-06 5.13042e-06 3.47872e-06 0.0356196 1.30363e-06 0 0 4.56695e-06 5.25522e-06 5.65915e-06 3.55105e-06 0 3.34229e-06 0 2.36913e-06 5.45347e-06 2.95401e-06 0 1.431e-06 4.69634e-06 1.48122e-06 1.81946e-06 Variance: 6.17678e-06 Variances/cluster: 2.79399e-08 8.95767e-07 3.77452e-08 1.93023e-08 2.98686e-08 3.52048e-08 4.04039e-08 2.35962e-08 4.26777e-08 2.85999e-08 2.44645e-08 2.51742e-08 4.48336e-08 3.77222e-08 1.96296e-08 3.20226e-06 2.47005e-08 1.78649e-08 1.99263e-08 1.61061e-08 2.91311e-08 0 4.27978e-08 3.14877e-08 3.60898e-08 0 1.77642e-08 2.24725e-08 2.41948e-08 0 3.02692e-08 5.978e-08 2.61136e-08 3.53285e-08 2.51885e-08 2.67859e-08 2.29839e-08 0 3.99949e-08 1.79464e-08 2.13383e-08 3.93959e-07 0 0 0 2.55705e-08 2.52134e-08 4.77364e-08 4.09324e-08 2.24844e-08 5.03312e-08 2.59946e-08 2.23745e-08 1.88684e-08 2.80194e-08 3.14647e-08 3.66059e-08 0.035575 1.78559e-08 0 0 1.69132e-07 1.75159e-06 1.45058e-07 3.14225e-08 0 5.30476e-08 0 3.76022e-08 4.32685e-08 3.55874e-08 0 2.01526e-08 4.30716e-08 1.72215e-08 1.65391e-08 -------------------------------------------------------------- Initialization seed trial #999 of 1000; initialization seed = 493577224 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 38 BIC score: 498573 Distortion: 0.0358301 Distortions/cluster: 3.91457e-06 5.25522e-06 1.81302e-06 4.31521e-06 3.55835e-06 4.89281e-06 0 9.85484e-06 2.25797e-06 2.37044e-35 2.29165e-06 3.70407e-06 0 4.25819e-06 2.41878e-06 2.03763e-06 4.64148e-06 2.19482e-06 3.54248e-06 2.45978e-06 0 0 4.81569e-35 4.47955e-06 5.33145e-06 2.69552e-06 2.59362e-06 3.38659e-06 8.16378e-06 4.2414e-06 6.45786e-06 0 0.0356196 0 1.66126e-06 1.65368e-06 3.52356e-06 3.16648e-06 2.543e-06 4.96881e-06 0 2.77417e-06 3.6592e-06 3.19805e-06 2.2456e-06 1.96451e-06 2.64662e-06 1.27749e-35 1.94837e-06 2.77063e-06 3.77575e-06 2.34084e-06 4.56695e-06 1.08283e-34 0 3.37661e-06 5.18454e-06 3.64875e-06 1.26433e-06 2.90902e-06 3.37276e-06 3.43382e-06 1.96006e-06 2.94796e-06 2.26778e-06 0 2.70315e-06 0 2.86483e-06 3.38992e-06 3.19277e-06 4.42234e-06 2.81605e-06 4.14159e-06 3.37857e-06 3.0994e-06 Variance: 6.13109e-06 Variances/cluster: 3.46308e-08 1.75159e-06 2.08375e-08 2.87655e-08 3.522e-08 3.11617e-08 0 8.95767e-07 4.18109e-08 0 1.95845e-08 4.40924e-08 0 2.22922e-08 2.30341e-08 2.64597e-08 3.80326e-08 2.28607e-08 2.10843e-08 2.61647e-08 0 0 2.67973e-31 2.48782e-08 5.02815e-08 3.41175e-08 3.16266e-08 5.29108e-08 9.38273e-08 4.28283e-08 4.0355e-07 0 0.035575 0 1.90932e-08 2.66698e-08 2.28782e-08 2.31102e-08 1.98649e-08 4.3572e-08 0 2.71952e-08 3.89149e-08 3.94702e-08 1.98708e-08 2.13513e-08 3.52856e-08 0 2.18892e-08 3.11206e-08 2.94954e-08 3.03977e-08 1.69132e-07 0 0 3.75155e-08 1.3639e-07 2.68202e-08 2.29857e-08 1.96538e-08 5.03246e-08 2.48806e-08 2.54524e-08 3.63914e-08 2.87035e-08 0 3.00326e-08 0 5.02557e-08 3.13855e-08 3.0697e-08 3.15778e-08 3.0943e-08 4.01964e-08 4.69089e-08 3.56135e-08 -------------------------------------------------------------- Initialization seed trial #1000 of 1000; initialization seed = 493577225 -------------------------------------------------------------- Initialized k-means centers using random sampling: 76 centers Number of k-means iterations performed: 48 BIC score: 498887 Distortion: 0.0358782 Distortions/cluster: 6.30582e-06 4.81569e-35 1.11291e-06 4.60763e-06 1.57496e-06 3.31661e-06 1.98711e-06 1.08283e-34 2.08241e-06 4.38523e-06 2.78162e-06 3.18569e-06 2.97436e-06 5.18712e-06 4.54483e-06 5.49996e-06 2.22334e-06 2.31734e-06 1.45054e-06 2.78287e-06 2.1484e-06 2.71418e-06 0.0356196 1.78802e-06 3.60535e-06 3.10001e-05 3.52919e-06 2.0068e-06 2.40116e-06 2.37044e-35 2.27552e-06 3.55707e-06 0 3.70474e-06 1.27749e-35 4.80704e-06 5.96303e-06 0 3.24109e-06 4.35604e-05 4.94066e-06 0 5.79875e-06 0 2.31947e-06 1.6986e-06 3.47028e-06 3.02128e-06 2.80606e-06 0 5.11331e-06 3.70273e-06 3.54092e-06 4.65144e-06 0 2.46836e-06 1.40089e-06 3.52526e-06 4.9148e-06 2.12458e-06 3.67875e-06 0 4.49247e-06 2.75888e-06 0 0 0 3.4974e-06 2.15802e-06 4.90277e-06 0 2.81622e-06 2.23206e-06 0 0 2.01379e-06 Variance: 6.13933e-06 Variances/cluster: 4.66947e-08 2.67973e-31 3.0076e-08 2.45065e-08 3.02849e-08 1.90593e-08 2.79851e-08 0 3.47046e-08 2.49139e-08 2.59934e-08 2.50815e-08 2.18684e-08 7.10345e-08 2.96951e-08 3.29232e-08 3.26932e-08 2.60352e-08 4.02888e-08 2.10799e-08 2.23772e-08 2.02533e-08 0.035575 2.93093e-08 2.38737e-08 3.09968e-07 2.35257e-08 2.47729e-08 2.163e-08 0 2.84414e-08 3.52068e-08 0 2.32982e-08 0 4.03832e-08 4.08295e-08 0 3.72506e-08 2.7222e-06 4.04839e-08 0 4.14062e-08 0 2.7943e-08 3.39701e-08 9.13145e-08 3.9234e-08 4.18674e-08 0 1.7043e-07 3.59373e-08 2.09503e-08 1.32854e-07 0 3.42801e-08 2.54685e-08 2.16248e-08 4.16372e-08 4.24882e-08 5.03785e-08 0 3.303e-08 2.73133e-08 0 0 0 5.29863e-08 2.916e-08 2.53946e-08 0 2.65658e-08 3.48732e-08 0 0 2.05471e-08 The best initialization seed trial was #529 -------------------------------------------------------------- Run number 3 of at most 9, k = 38 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 1000; initialization seed = 493577226 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 505954 Distortion: 0.0359215 Distortions/cluster: 7.39739e-06 7.85427e-06 4.81569e-35 7.34246e-06 8.43566e-06 9.67606e-06 5.54074e-06 8.77404e-06 8.32767e-06 2.37044e-35 5.89765e-06 0 1.04189e-05 4.35604e-05 9.24801e-06 1.08283e-34 3.14299e-05 1.40645e-05 7.4375e-06 9.72707e-06 7.53501e-06 1.27749e-35 9.52472e-06 0 5.37081e-06 6.77267e-06 1.22829e-05 0 1.3667e-05 1.25155e-05 1.17957e-05 6.73801e-06 0 5.11331e-06 7.76035e-06 7.71542e-06 0.0356196 0 Variance: 6.10702e-06 Variances/cluster: 5.06512e-08 2.55817e-08 2.67973e-31 3.13744e-08 5.8576e-08 4.20559e-08 1.38473e-07 5.22106e-08 2.65189e-08 0 3.95783e-08 0 5.26165e-08 2.7222e-06 5.25286e-08 0 3.11154e-07 3.53348e-08 2.8277e-08 4.86309e-08 3.50435e-08 0 2.73667e-08 0 4.36508e-08 3.74145e-08 4.59997e-08 0 3.44226e-08 3.33714e-08 4.60623e-08 3.16234e-08 0 1.7043e-07 4.51037e-08 3.42796e-08 0.035575 0 -------------------------------------------------------------- Initialization seed trial #2 of 1000; initialization seed = 493577227 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 500360 Distortion: 0.0398279 Distortions/cluster: 1.31226e-05 7.96092e-06 5.57025e-06 5.23656e-06 4.04204e-06 4.91509e-06 9.23755e-06 3.78981e-06 5.43756e-06 1.27602e-05 6.58898e-06 3.1695e-05 4.35604e-05 5.3886e-06 9.26011e-06 8.06076e-06 5.34692e-06 4.81569e-35 6.02089e-06 8.35888e-06 1.21501e-05 4.32541e-06 5.11331e-06 5.14045e-06 0.00391362 0.0356196 7.37634e-06 1.05976e-05 2.37044e-35 0 1.09855e-05 7.29675e-06 4.59427e-06 9.30659e-06 1.0241e-05 5.5155e-06 0 5.77552e-06 Variance: 6.77116e-06 Variances/cluster: 4.78775e-08 2.63576e-08 2.38024e-08 2.48157e-08 2.92876e-08 2.76105e-08 5.24691e-08 2.31066e-08 3.55359e-08 4.52448e-08 3.21308e-08 3.10701e-07 2.7222e-06 3.30554e-08 5.35105e-08 4.47672e-08 2.55811e-08 2.67973e-31 2.67572e-08 5.84487e-08 4.58458e-08 4.2822e-08 1.7043e-07 3.11515e-08 0.00391989 0.035575 2.89244e-08 5.27201e-08 0 0 3.53117e-08 2.90673e-08 2.32013e-08 4.72264e-08 5.30452e-08 1.37842e-07 0 3.92861e-08 -------------------------------------------------------------- Initialization seed trial #3 of 1000; initialization seed = 493577228 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 600191 Distortion: 0.00420765 Distortions/cluster: 3.1695e-05 9.19216e-06 6.93934e-06 2.37044e-35 3.34172e-06 5.43491e-06 1.43695e-05 5.7112e-06 4.81569e-35 1.44708e-05 6.4367e-06 4.36604e-06 5.5155e-06 9.08399e-06 6.57347e-06 1.04221e-05 1.2289e-05 5.72303e-06 4.40104e-06 4.53445e-06 0 9.23755e-06 8.33564e-06 6.88078e-06 4.05534e-06 9.41563e-06 7.54992e-06 4.48444e-06 4.36596e-06 0.00391362 7.40955e-06 8.99783e-06 0 5.26028e-06 9.64317e-35 7.54197e-06 6.43201e-06 4.35604e-05 Variance: 7.15343e-07 Variances/cluster: 3.10701e-07 4.71241e-08 5.59575e-08 0 3.75445e-08 3.88176e-08 4.83666e-08 3.32016e-08 2.67973e-31 4.41039e-08 2.78621e-08 2.18283e-08 1.37842e-07 5.10297e-08 3.2701e-08 5.31567e-08 3.59209e-08 2.50988e-08 2.35322e-08 3.35846e-08 0 5.24691e-08 2.95561e-08 3.7803e-08 2.42806e-08 5.34817e-08 2.87045e-08 3.09245e-08 2.33448e-08 0.00391989 3.38306e-08 4.28433e-08 0 2.26716e-08 6.86694e-32 2.28524e-07 3.07725e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #4 of 1000; initialization seed = 493577229 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 600999 Distortion: 0.00418366 Distortions/cluster: 1.20035e-05 6.4041e-06 6.62563e-06 6.47046e-06 5.83568e-06 1.59192e-05 7.40169e-06 5.7142e-06 3.30788e-06 7.59108e-06 9.02412e-06 4.97836e-06 7.48297e-06 4.81569e-35 7.38274e-06 7.25413e-06 1.35354e-05 2.45348e-05 9.50587e-06 6.41057e-06 9.64317e-35 0 8.39942e-06 2.37044e-35 7.49687e-06 8.85888e-06 4.35612e-06 0.00391362 0 9.52398e-06 8.64916e-06 1.50809e-05 0 5.13565e-06 7.6905e-06 1.57406e-05 4.56695e-06 7.15503e-06 Variance: 7.11265e-07 Variances/cluster: 3.44899e-08 5.47312e-08 3.92016e-08 3.96926e-08 1.42286e-07 7.5794e-07 3.0456e-08 2.7736e-08 3.75866e-08 2.80089e-08 2.70963e-08 4.40525e-08 2.43723e-08 2.67973e-31 4.76152e-08 2.88985e-08 3.80084e-08 2.72576e-06 5.49306e-08 3.40954e-08 6.86694e-32 0 9.43662e-08 0 2.90551e-08 3.44673e-08 4.22898e-08 0.00391989 0 5.11878e-08 5.0861e-08 4.2348e-08 0 3.77591e-08 3.40258e-08 5.01132e-08 1.69132e-07 3.42314e-08 -------------------------------------------------------------- Initialization seed trial #5 of 1000; initialization seed = 493577230 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 550242 Distortion: 0.0128998 Distortions/cluster: 1.22602e-05 9.88878e-06 5.6926e-06 2.45348e-05 0.00391362 5.83568e-06 7.16722e-06 5.39344e-06 8.60257e-06 6.54478e-06 5.98302e-06 2.96136e-06 4.81569e-35 5.537e-06 7.23139e-06 7.06755e-06 5.12149e-06 0 4.96782e-06 1.59192e-05 1.05957e-05 5.90887e-06 5.46565e-06 5.54021e-06 6.2688e-06 8.45516e-06 1.1597e-05 8.39942e-06 4.56695e-06 5.3732e-06 6.83129e-06 1.17307e-05 0.00872182 3.38805e-06 6.65042e-06 1.26977e-05 5.22636e-06 4.97571e-06 Variance: 2.1931e-06 Variances/cluster: 4.28537e-08 3.32847e-08 4.18437e-08 2.72576e-06 0.00391989 1.42286e-07 5.04582e-08 2.6053e-08 5.85159e-08 4.67442e-08 2.75683e-08 3.18398e-08 2.67973e-31 2.41769e-08 2.85801e-08 4.50017e-08 2.70951e-08 0 4.28119e-08 7.5794e-07 5.27108e-08 3.33801e-08 2.78835e-08 2.96233e-08 2.29606e-08 5.28281e-08 3.97121e-08 9.43662e-08 1.69132e-07 2.36678e-08 2.81099e-08 4.29557e-08 0.156503 2.73206e-08 4.7151e-08 4.65081e-08 3.78691e-08 2.77948e-08 -------------------------------------------------------------- Initialization seed trial #6 of 1000; initialization seed = 493577231 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 721470 Distortion: 0.000276089 Distortions/cluster: 4.43412e-06 1.59192e-05 8.02696e-06 5.05593e-06 6.43947e-06 2.45348e-05 6.59039e-06 4.56695e-06 1.68676e-05 9.64317e-35 6.94547e-06 5.37699e-06 4.15819e-06 5.8965e-06 2.20221e-05 4.81569e-35 8.10359e-06 3.17687e-06 5.8217e-06 4.11489e-06 6.04438e-06 1.27749e-35 2.37044e-35 4.53999e-06 0 1.08283e-34 6.03304e-06 5.1572e-06 1.90542e-05 4.8353e-06 8.66831e-06 3.51692e-06 8.31359e-06 9.62199e-06 5.5155e-06 1.63877e-05 1.45035e-05 5.84542e-06 Variance: 4.69379e-08 Variances/cluster: 3.66426e-08 7.5794e-07 3.61543e-08 3.46265e-08 2.34142e-08 2.72576e-06 3.34508e-08 1.69132e-07 4.42574e-08 6.86694e-32 2.63063e-08 2.38951e-08 2.92804e-08 3.63951e-08 5.70337e-08 2.67973e-31 5.22773e-08 2.81112e-08 3.18098e-08 2.46377e-08 2.62777e-08 0 0 4.53959e-08 0 0 2.83216e-08 2.84895e-08 6.479e-08 2.44178e-08 9.63048e-08 2.88239e-08 5.85414e-08 4.76298e-08 1.37842e-07 4.07522e-08 5.82282e-08 2.62104e-08 -------------------------------------------------------------- Initialization seed trial #7 of 1000; initialization seed = 493577232 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 716567 Distortion: 0.000309895 Distortions/cluster: 2.25355e-05 5.30435e-06 4.1384e-06 6.49551e-06 3.25722e-05 4.6956e-06 5.49748e-06 4.27579e-06 8.94435e-06 4.99197e-06 6.61161e-06 4.35604e-05 1.05904e-05 8.89442e-06 4.32023e-06 4.33601e-06 3.70568e-06 9.64317e-35 1.11179e-05 4.81569e-35 3.69732e-06 2.37044e-35 8.60126e-06 1.11082e-05 0 0 5.93568e-06 1.74437e-05 1.46292e-05 3.42867e-06 1.86519e-05 1.08283e-34 4.63033e-06 6.12873e-06 1.27749e-35 1.6811e-05 6.24075e-06 0 Variance: 5.26852e-08 Variances/cluster: 5.77648e-08 3.76163e-08 2.16645e-08 2.86121e-08 3.13158e-07 3.06866e-08 3.15912e-08 2.45713e-08 3.45312e-08 2.75775e-08 5.33152e-08 2.7222e-06 3.21864e-08 3.6153e-08 2.08689e-08 3.41389e-08 3.98429e-08 6.86694e-32 2.02097e-07 2.67973e-31 2.24055e-08 0 3.85672e-08 3.12001e-08 0 0 5.39574e-08 4.5769e-08 5.84981e-08 2.6995e-08 6.42967e-08 0 3.48115e-08 4.40878e-08 0 4.13931e-08 5.52231e-08 0 -------------------------------------------------------------- Initialization seed trial #8 of 1000; initialization seed = 493577233 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 717185 Distortion: 0.000306034 Distortions/cluster: 8.43566e-06 3.1695e-05 6.10909e-06 4.81569e-35 6.77891e-06 1.04189e-05 4.87297e-06 1.27749e-35 5.04954e-06 8.21935e-06 4.51164e-06 7.17015e-06 6.21293e-06 2.1104e-05 1.08283e-34 4.64455e-06 2.22485e-05 1.28421e-05 5.5553e-06 5.47054e-06 4.35604e-05 4.0173e-06 9.64317e-35 2.37044e-35 4.43062e-06 0 5.11331e-06 5.859e-06 1.19125e-05 0 4.57806e-06 2.10576e-05 9.08255e-06 5.22755e-06 1.20624e-05 0 4.11363e-06 3.67997e-06 Variance: 5.20289e-08 Variances/cluster: 5.8576e-08 3.10701e-07 1.45406e-07 2.67973e-31 2.83612e-08 5.26165e-08 2.84942e-08 0 2.30552e-08 3.06665e-08 2.46516e-08 3.0639e-08 6.40449e-08 4.77312e-08 0 2.27647e-08 6.6195e-08 5.28314e-08 2.45788e-08 2.5561e-08 2.7222e-06 3.49299e-08 6.86694e-32 0 2.85821e-08 0 1.7043e-07 3.90568e-08 5.56482e-08 0 2.35956e-08 4.43172e-08 3.11016e-08 3.37232e-08 4.58611e-08 0 2.9591e-08 2.96738e-08 -------------------------------------------------------------- Initialization seed trial #9 of 1000; initialization seed = 493577234 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 86 BIC score: 600518 Distortion: 0.00417992 Distortions/cluster: 7.53139e-06 1.22829e-05 8.25401e-06 1.0873e-05 2.37044e-35 1.05892e-05 0 4.7273e-06 5.39031e-06 5.2913e-06 7.81205e-06 1.04189e-05 6.64824e-06 9.02999e-06 9.64317e-35 1.59192e-05 6.60319e-06 8.43566e-06 5.69291e-06 4.93723e-06 7.1433e-06 0.00391362 1.1484e-05 6.3278e-06 8.07308e-06 4.4929e-06 2.45348e-05 8.39942e-06 3.39899e-06 7.56092e-06 4.81569e-35 6.99915e-06 7.05576e-06 6.07931e-06 5.08034e-06 6.42988e-06 4.56695e-06 8.23953e-06 Variance: 7.1063e-07 Variances/cluster: 3.37701e-08 4.59997e-08 2.54731e-08 3.80052e-08 0 3.98055e-08 0 4.18208e-08 4.49049e-08 1.35629e-07 2.76999e-08 5.26165e-08 2.73566e-08 3.16738e-08 6.86694e-32 7.5794e-07 3.47506e-08 5.8576e-08 3.30949e-08 4.52807e-08 5.02892e-08 0.00391989 3.41757e-08 2.65843e-08 4.41011e-08 2.75613e-08 2.72576e-06 9.43662e-08 2.83216e-08 2.8856e-08 2.67973e-31 4.99789e-08 4.40843e-08 3.97308e-08 2.35173e-08 3.38381e-08 1.69132e-07 4.81684e-08 -------------------------------------------------------------- Initialization seed trial #10 of 1000; initialization seed = 493577235 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 504636 Distortion: 0.036154 Distortions/cluster: 6.57974e-06 5.56631e-06 6.56073e-06 5.79628e-06 1.42911e-05 4.10802e-06 8.13994e-06 3.83756e-06 9.95234e-06 7.66879e-06 6.87318e-06 8.15356e-06 5.97426e-06 6.62029e-06 3.63984e-06 9.34243e-06 7.85424e-06 2.37044e-35 1.26254e-05 7.35689e-06 9.12927e-06 6.1681e-06 2.45348e-05 0.000274225 8.54266e-06 6.69076e-06 1.27749e-35 7.68746e-06 1.59192e-05 1.08283e-34 1.09972e-05 0 7.67021e-06 6.01302e-06 4.33154e-06 7.39599e-06 0.0356196 4.16429e-06 Variance: 6.14654e-06 Variances/cluster: 4.47455e-08 4.59986e-08 2.92864e-08 2.53091e-08 4.59374e-08 4.10767e-08 7.26722e-08 2.50791e-08 3.15916e-08 4.51064e-08 2.34559e-08 5.43408e-08 5.28663e-08 3.24496e-08 2.93501e-08 5.15991e-08 1.70693e-07 0 4.3672e-08 4.87055e-08 4.05711e-08 3.5243e-08 2.72576e-06 2.98042e-06 3.58904e-08 3.02723e-08 0 2.82603e-08 7.5794e-07 0 3.41416e-08 0 4.79233e-08 5.78126e-08 2.35384e-08 3.06861e-08 0.035575 2.2507e-08 -------------------------------------------------------------- Initialization seed trial #11 of 1000; initialization seed = 493577236 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 65 BIC score: 600547 Distortion: 0.00420955 Distortions/cluster: 4.81569e-35 5.35015e-06 0.00391362 5.00313e-06 4.35604e-05 7.01686e-06 1.09422e-05 9.68905e-06 1.12955e-05 8.30551e-06 1.40486e-05 0 7.05931e-06 6.08845e-06 7.95375e-06 9.59959e-06 7.13456e-06 6.5471e-06 9.64317e-35 6.68272e-06 8.65639e-06 6.7875e-06 9.07774e-06 5.83568e-06 7.40868e-06 5.63238e-06 3.14299e-05 5.99271e-06 1.19299e-05 2.37044e-35 0 7.00019e-06 4.0449e-06 5.3413e-06 1.00582e-05 4.7901e-06 0 5.66796e-06 Variance: 7.15667e-07 Variances/cluster: 2.67973e-31 3.0923e-08 0.00391989 3.96944e-08 2.7222e-06 3.50812e-08 3.09949e-08 3.81424e-08 3.29283e-08 5.84845e-08 4.2429e-08 0 2.82348e-08 4.54217e-08 4.76236e-08 3.42812e-08 5.16842e-08 3.10253e-08 6.86694e-32 2.47486e-08 4.22228e-08 3.0164e-08 5.07097e-08 1.42286e-07 2.315e-07 4.29818e-08 3.11154e-07 4.64404e-08 3.54942e-08 0 0 4.2932e-08 4.39518e-08 3.42361e-08 2.77054e-08 2.22776e-08 0 4.46151e-08 -------------------------------------------------------------- Initialization seed trial #12 of 1000; initialization seed = 493577237 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 717746 Distortion: 0.000299629 Distortions/cluster: 6.85367e-06 3.76953e-06 8.32339e-06 3.34319e-06 1.08283e-34 2.37044e-35 6.2134e-06 1.26551e-05 6.61196e-06 7.35409e-06 4.35604e-05 5.42234e-06 1.12508e-05 1.26731e-05 1.15067e-05 8.47659e-06 7.09656e-06 9.64317e-35 5.51717e-06 6.79574e-06 4.81569e-35 1.12524e-05 7.37706e-06 7.40291e-06 7.48577e-06 6.62739e-06 3.28529e-05 5.06325e-06 1.27749e-35 5.35018e-06 8.03045e-06 5.92543e-06 1.7364e-05 0 4.48765e-06 0 6.83535e-06 6.15079e-06 Variance: 5.094e-08 Variances/cluster: 3.3593e-08 4.89402e-08 2.62537e-08 3.75609e-08 0 0 2.58869e-08 4.39271e-08 5.50948e-08 2.81742e-08 2.7222e-06 4.26815e-08 4.04667e-08 3.93445e-08 2.50105e-07 3.17448e-08 5.33416e-08 6.86694e-32 4.37833e-08 3.38063e-08 2.67973e-31 3.36869e-08 3.02303e-08 3.97972e-08 4.79703e-08 3.29692e-08 3.12848e-07 2.76656e-08 0 3.76743e-08 4.58734e-08 2.37948e-08 5.70997e-08 0 4.23337e-08 0 4.58599e-08 2.59504e-08 -------------------------------------------------------------- Initialization seed trial #13 of 1000; initialization seed = 493577238 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 501331 Distortion: 0.0398481 Distortions/cluster: 0.0356196 1.66145e-05 2.37044e-35 6.84765e-06 0 6.86538e-06 1.32456e-05 2.25077e-05 5.08572e-06 4.81569e-35 6.97906e-06 8.54791e-06 6.4004e-06 1.04817e-05 0 9.8901e-06 9.28706e-06 0 6.41215e-06 8.86602e-06 1.10916e-05 3.58104e-05 0.00391362 8.59381e-06 8.2326e-06 4.35604e-05 0 9.61881e-06 0 8.45957e-06 9.91229e-06 1.03982e-05 0 5.56449e-06 0 5.93107e-06 5.38731e-06 1.4294e-05 Variance: 6.77458e-06 Variances/cluster: 0.035575 4.22625e-08 0 3.01623e-08 0 3.03751e-08 4.69659e-08 5.93676e-08 4.30852e-08 2.67973e-31 2.46581e-08 4.49744e-08 3.33325e-08 5.29339e-08 0 3.11964e-08 5.39775e-08 0 3.42857e-08 3.56034e-08 7.754e-08 3.16869e-07 0.00391989 5.84563e-08 4.52195e-08 2.7222e-06 0 2.9777e-08 0 4.97463e-08 1.19416e-07 3.17958e-08 0 2.52909e-08 0 2.39135e-08 2.73444e-08 4.68618e-08 -------------------------------------------------------------- Initialization seed trial #14 of 1000; initialization seed = 493577239 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 689722 Distortion: 0.000566774 Distortions/cluster: 2.37044e-35 1.48442e-05 6.11174e-06 5.69716e-06 0 5.76979e-06 4.57423e-06 2.10684e-05 0 1.05851e-05 9.64317e-35 0.000300791 3.64256e-06 5.23023e-06 1.08283e-34 4.30095e-06 1.25134e-05 1.24726e-05 8.97225e-06 0 0 5.98367e-06 6.3806e-06 9.37505e-06 1.27749e-35 3.55643e-05 9.34383e-06 1.15067e-05 0 5.988e-06 7.3773e-06 9.56367e-06 3.9207e-06 1.17768e-05 9.48623e-06 5.05788e-06 8.59117e-06 1.02845e-05 Variance: 9.63574e-08 Variances/cluster: 0 3.96775e-08 2.75277e-08 3.47353e-08 0 2.828e-08 2.06961e-08 5.67695e-08 0 5.29216e-08 6.86694e-32 1.87971e-05 2.08122e-08 3.78971e-08 0 3.00731e-08 4.61711e-08 4.92832e-08 5.18459e-08 0 0 3.3056e-08 3.12747e-08 2.92945e-08 0 3.35473e-07 5.59342e-08 2.50105e-07 0 3.23648e-08 2.9042e-08 4.75652e-08 2.40509e-08 3.97828e-08 3.23734e-08 2.47914e-08 5.84383e-08 5.29958e-08 -------------------------------------------------------------- Initialization seed trial #15 of 1000; initialization seed = 493577240 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 718503 Distortion: 0.000296239 Distortions/cluster: 7.88214e-06 7.39726e-06 3.14299e-05 7.26827e-06 9.06059e-06 7.50581e-06 7.52824e-06 0 1.27836e-05 3.55634e-06 4.35604e-05 9.64317e-35 4.62802e-06 9.33289e-06 5.57058e-06 7.54927e-06 1.27749e-35 5.01645e-06 9.31708e-06 6.73428e-06 4.35854e-06 8.15293e-06 8.02932e-06 7.00698e-06 2.37044e-35 4.81569e-35 1.4837e-05 6.3589e-06 6.98545e-06 1.08283e-34 5.54074e-06 6.56466e-06 0 8.47384e-06 1.28039e-05 6.21564e-06 5.11331e-06 9.67669e-06 Variance: 5.03637e-08 Variances/cluster: 3.10284e-08 5.68971e-08 3.11154e-07 3.65209e-08 3.80662e-08 5.21081e-08 4.32622e-08 0 3.34619e-08 4.18255e-08 2.7222e-06 6.86694e-32 3.92077e-08 4.18377e-08 4.72052e-08 3.47862e-08 0 4.28719e-08 2.92964e-08 3.1606e-08 3.85592e-08 4.05487e-08 4.46033e-08 4.66982e-08 0 2.67973e-31 3.57486e-08 4.81582e-08 3.52771e-08 0 1.38473e-07 3.34823e-08 0 2.59911e-08 3.35149e-08 4.70729e-08 1.7043e-07 2.83741e-08 -------------------------------------------------------------- Initialization seed trial #16 of 1000; initialization seed = 493577241 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 56 BIC score: 718436 Distortion: 0.000293816 Distortions/cluster: 7.47396e-06 1.27749e-35 9.23755e-06 9.19216e-06 1.08283e-34 6.50987e-06 3.38615e-06 4.18298e-06 1.42053e-05 0 4.17988e-06 6.85204e-06 4.29028e-06 4.35604e-05 7.13823e-06 9.64317e-35 6.06756e-06 1.43695e-05 5.11331e-06 6.73318e-06 7.90032e-06 9.67038e-06 4.81569e-35 7.95714e-06 1.04221e-05 5.82282e-06 4.41224e-06 4.56446e-06 3.14299e-05 8.14465e-06 5.62644e-06 7.03421e-06 7.52748e-06 1.2289e-05 5.62908e-06 4.62533e-06 8.26821e-06 2.37044e-35 Variance: 4.99517e-08 Variances/cluster: 1.77892e-07 0 5.24691e-08 4.71241e-08 0 2.5427e-08 3.68031e-08 4.02175e-08 4.34269e-08 0 2.32191e-08 2.96599e-08 2.3188e-08 2.7222e-06 3.43154e-08 6.86694e-32 2.97403e-08 4.83666e-08 1.7043e-07 2.73683e-08 5.06393e-08 5.46184e-08 2.67973e-31 4.12254e-08 5.31567e-08 3.55017e-08 2.52098e-08 5.56593e-08 3.11154e-07 3.33768e-08 3.85342e-08 2.4593e-08 4.04666e-08 3.59209e-08 2.5016e-08 3.27999e-08 2.96323e-08 0 -------------------------------------------------------------- Initialization seed trial #17 of 1000; initialization seed = 493577242 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 718619 Distortion: 0.000296868 Distortions/cluster: 6.5377e-06 7.93628e-06 1.17576e-05 5.71392e-06 4.0056e-06 7.87799e-06 9.64317e-35 8.73611e-06 4.81569e-35 4.89129e-06 4.99032e-06 1.51353e-05 8.1417e-06 1.17949e-05 9.35377e-06 0 3.23598e-06 2.37044e-35 5.39264e-06 4.89178e-06 7.79768e-06 6.42933e-06 1.27749e-35 8.41753e-06 6.9234e-06 3.10001e-05 8.70425e-06 1.57405e-05 7.27369e-06 1.03093e-05 4.97979e-06 0 1.08283e-34 0 8.1606e-06 6.40477e-06 1.07741e-05 4.35604e-05 Variance: 5.04706e-08 Variances/cluster: 3.08346e-08 2.79422e-08 3.33046e-08 1.428e-07 4.12923e-08 4.92216e-08 6.86694e-32 5.32522e-08 2.67973e-31 3.91272e-08 4.3771e-08 3.95049e-08 4.49673e-08 4.68007e-08 4.7226e-08 0 3.71922e-08 0 1.7394e-07 4.25232e-08 2.84562e-08 5.49467e-08 0 2.53518e-08 2.80276e-08 3.09968e-07 3.3475e-08 4.26432e-08 5.19393e-08 2.78598e-08 3.36443e-08 0 0 0 3.53242e-08 3.90502e-08 3.36655e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #18 of 1000; initialization seed = 493577243 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 71 BIC score: 500407 Distortion: 0.0400717 Distortions/cluster: 5.95301e-06 5.17156e-06 7.19093e-06 1.67219e-05 5.2903e-06 5.18657e-06 0.000275101 1.49888e-05 8.04764e-06 6.84311e-06 2.37044e-35 7.60488e-06 1.46934e-05 5.48952e-06 7.25177e-06 6.9927e-06 8.08523e-06 0.0356196 1.02635e-05 0 8.09921e-06 0 5.47413e-06 1.40906e-05 6.65362e-06 1.70004e-05 0.00391362 5.90663e-06 7.73212e-06 1.06048e-05 1.28281e-05 7.83466e-06 8.4449e-06 1.09817e-05 5.72527e-06 6.28846e-06 0 0 Variance: 6.8126e-06 Variances/cluster: 3.28788e-08 2.67933e-08 4.85718e-08 9.28839e-07 2.35098e-08 2.61925e-08 2.92633e-06 2.49796e-06 3.79484e-08 3.16779e-08 0 3.37962e-08 4.17392e-08 4.12611e-08 4.80095e-08 1.58875e-07 3.14573e-08 0.035575 8.08084e-08 0 4.87747e-08 0 2.6442e-08 5.41905e-08 3.44717e-08 4.36988e-08 0.00391989 3.0443e-08 5.40546e-08 3.14654e-08 5.96604e-08 4.63441e-08 4.37414e-08 6.13449e-08 2.32714e-08 2.95136e-08 0 0 -------------------------------------------------------------- Initialization seed trial #19 of 1000; initialization seed = 493577244 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 65 BIC score: 718819 Distortion: 0.000295088 Distortions/cluster: 1.22602e-05 5.65822e-06 6.88577e-06 0 6.1019e-06 6.76738e-06 3.10001e-05 4.35604e-05 1.27749e-35 1.08283e-34 1.00341e-05 6.13734e-06 1.23914e-05 3.25219e-06 7.09352e-06 4.31725e-06 3.82991e-06 7.35926e-06 7.05466e-06 5.75568e-06 1.34519e-05 4.5188e-06 9.64317e-35 7.46357e-06 7.38883e-06 2.37044e-35 5.71392e-06 4.81569e-35 5.37121e-06 3.21147e-06 8.60439e-06 1.15015e-05 1.72729e-05 6.77034e-06 3.41027e-06 5.85468e-06 2.48889e-06 1.26065e-05 Variance: 5.0168e-08 Variances/cluster: 4.28537e-08 4.52617e-08 3.3423e-08 0 4.42022e-08 2.63299e-08 3.09968e-07 2.7222e-06 0 0 3.33249e-08 3.05309e-08 4.33128e-08 3.53468e-08 2.21651e-07 4.23234e-08 4.11783e-08 5.21777e-08 4.86372e-08 4.4603e-08 3.30484e-08 3.61475e-08 6.86694e-32 3.75015e-08 4.47663e-08 0 1.428e-07 2.67973e-31 3.75578e-08 5.01748e-08 3.24666e-08 2.87513e-08 3.20424e-08 2.66526e-08 4.73609e-08 4.96005e-08 3.31826e-08 3.44411e-08 -------------------------------------------------------------- Initialization seed trial #20 of 1000; initialization seed = 493577245 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 61 BIC score: 689287 Distortion: 0.000567262 Distortions/cluster: 9.40926e-06 6.49184e-06 3.46171e-06 3.03545e-06 3.86631e-06 8.44624e-06 5.11331e-06 4.38447e-06 0.000295506 6.1579e-06 0 1.08283e-34 2.21344e-05 4.35604e-05 3.38645e-06 9.64317e-35 2.82172e-06 7.60617e-06 3.70335e-06 1.21022e-05 6.32842e-06 1.18349e-05 6.66021e-06 3.94587e-06 6.2844e-06 5.61739e-06 5.13352e-06 2.24302e-05 2.11933e-05 2.84835e-06 3.56659e-06 9.10203e-06 2.37044e-35 3.5573e-06 1.27749e-35 5.39311e-06 5.10229e-06 7.07691e-06 Variance: 9.64403e-08 Variances/cluster: 5.16953e-08 3.22949e-08 3.80377e-08 2.31691e-08 2.01353e-08 4.244e-08 1.7043e-07 3.02351e-08 3.04613e-06 3.19034e-08 0 0 4.48826e-08 2.7222e-06 2.14307e-08 6.86694e-32 2.63681e-08 2.83788e-08 2.46868e-08 5.2148e-08 5.96966e-08 5.5545e-08 5.54969e-08 2.56195e-08 1.49579e-07 2.57654e-08 3.51579e-08 6.67356e-08 4.8371e-08 2.10965e-08 2.22893e-08 2.90774e-08 0 2.84557e-08 0 3.22908e-08 3.836e-08 3.70486e-08 -------------------------------------------------------------- Initialization seed trial #21 of 1000; initialization seed = 493577246 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 30 BIC score: 717909 Distortion: 0.00030022 Distortions/cluster: 5.22751e-06 5.63113e-06 7.92704e-06 3.38104e-05 9.44005e-06 1.0561e-05 8.99008e-06 7.44391e-06 1.49035e-05 4.81569e-35 3.82387e-06 6.71888e-06 9.76738e-06 7.59878e-06 7.58005e-06 1.22777e-05 2.34777e-06 0 7.65351e-06 4.35604e-05 5.2829e-06 6.86155e-06 2.37044e-35 1.03683e-05 9.64317e-35 7.72696e-06 1.08283e-34 1.03081e-05 3.10473e-06 6.31441e-06 1.27749e-35 8.79799e-06 6.49272e-06 7.32573e-06 1.28886e-05 3.59946e-06 0 5.88579e-06 Variance: 5.10405e-08 Variances/cluster: 4.11581e-08 4.16984e-08 4.17079e-08 3.13025e-07 3.21058e-08 2.82354e-08 4.04925e-08 1.61775e-07 5.05155e-08 2.67973e-31 4.2017e-08 2.55449e-08 3.52582e-08 3.03925e-08 3.90689e-08 3.18048e-08 3.40144e-08 0 3.09823e-08 2.7222e-06 4.03144e-08 5.04374e-08 0 3.32207e-08 6.86694e-32 4.79897e-08 0 2.83156e-08 4.13827e-08 4.60758e-08 0 8.88628e-08 4.05664e-08 2.80655e-08 4.44286e-08 5.06813e-08 0 5.7699e-08 -------------------------------------------------------------- Initialization seed trial #22 of 1000; initialization seed = 493577247 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 490887 Distortion: 0.0488194 Distortions/cluster: 1.10713e-05 3.04575e-06 8.26635e-06 3.38404e-06 3.6143e-06 4.22802e-06 5.98586e-06 8.78746e-06 1.16049e-05 9.65029e-06 2.45348e-05 7.59257e-06 9.57091e-06 7.1013e-06 8.5278e-06 1.2999e-05 0.0446389 4.71022e-06 5.64248e-06 4.02529e-06 7.10546e-06 5.70674e-06 4.85815e-06 1.04366e-05 0.00391362 6.80055e-06 5.54749e-06 6.70202e-06 1.59192e-05 6.12539e-06 3.9502e-06 1.00901e-05 4.81569e-35 6.87235e-06 3.95205e-06 6.31072e-06 6.18697e-06 5.91546e-06 Variance: 8.29979e-06 Variances/cluster: 1.14126e-07 3.38387e-08 2.59103e-08 2.54416e-08 2.80154e-08 3.40939e-08 4.46559e-08 3.01949e-08 4.01518e-08 4.2876e-08 2.72576e-06 4.43866e-08 8.54478e-08 4.89588e-08 5.84046e-08 4.62562e-08 0.0422886 3.2707e-08 4.24108e-08 3.56188e-08 3.01044e-08 2.32907e-08 2.19806e-08 5.24411e-08 0.00391989 1.54509e-07 4.90776e-08 4.85509e-08 7.5794e-07 3.29289e-08 2.13506e-08 4.11707e-08 2.67973e-31 3.16594e-08 2.56604e-08 2.93496e-08 3.32524e-08 3.12955e-08 -------------------------------------------------------------- Initialization seed trial #23 of 1000; initialization seed = 493577248 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 504983 Distortion: 0.0361895 Distortions/cluster: 4.2522e-06 2.8846e-06 3.53304e-06 5.3138e-06 8.90661e-06 1.44488e-05 9.54707e-06 1.27749e-35 4.52138e-06 6.40649e-06 1.15187e-05 2.37044e-35 4.06212e-06 0.000286617 8.19388e-06 7.00745e-06 1.10025e-05 0.0356196 3.99072e-06 5.36553e-06 7.31728e-06 0 1.08283e-34 1.39535e-05 1.42801e-05 4.67043e-05 4.68166e-06 5.54199e-06 1.13262e-05 6.41972e-06 0 6.48813e-06 3.21955e-06 1.62756e-05 1.30192e-05 1.56144e-05 0 7.5506e-06 Variance: 6.15259e-06 Variances/cluster: 2.65739e-08 2.40362e-08 3.92525e-08 2.5301e-08 4.89226e-08 4.21214e-08 3.7281e-08 0 2.24924e-08 3.28505e-08 3.83828e-07 0 2.9865e-08 2.8659e-06 4.93448e-08 3.36862e-08 6.11199e-08 0.035575 2.89157e-08 2.41669e-08 3.75121e-08 0 0 5.42896e-08 3.74773e-08 2.74699e-06 2.43815e-08 2.79874e-08 8.84794e-08 2.50741e-08 0 2.78436e-08 1.23788e-07 5.40544e-08 5.63419e-08 4.19607e-08 0 4.71871e-08 -------------------------------------------------------------- Initialization seed trial #24 of 1000; initialization seed = 493577249 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 500848 Distortion: 0.0398003 Distortions/cluster: 0.00391362 4.56695e-06 1.04514e-05 7.151e-06 7.23533e-06 8.39942e-06 5.60044e-06 1.11726e-05 5.40491e-06 1.07749e-05 5.83568e-06 2.45348e-05 7.14172e-06 1.08722e-05 8.83739e-06 9.63144e-06 1.22827e-05 7.91213e-06 6.59861e-06 7.6907e-06 6.96914e-06 5.15172e-06 5.41199e-06 1.28269e-05 5.2141e-06 7.16428e-06 4.43671e-06 0.0356196 3.33344e-06 6.45085e-06 4.81569e-35 7.47264e-06 0 1.59192e-05 2.37044e-35 0 6.77014e-06 7.8856e-06 Variance: 6.76645e-06 Variances/cluster: 0.00391989 1.69132e-07 3.19582e-08 4.3857e-08 3.36498e-08 9.43662e-08 4.40941e-08 4.152e-08 3.80596e-08 3.0435e-08 1.42286e-07 2.72576e-06 3.662e-08 3.91054e-08 2.77881e-08 4.29837e-08 2.8897e-08 2.59391e-08 5.49836e-08 5.15999e-08 5.0122e-08 4.29169e-08 4.43464e-08 4.27523e-08 4.57227e-08 2.75526e-08 4.22518e-08 0.035575 3.7877e-08 3.14573e-08 2.67973e-31 3.23463e-08 0 7.5794e-07 0 0 3.35046e-08 3.98229e-08 -------------------------------------------------------------- Initialization seed trial #25 of 1000; initialization seed = 493577250 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 505444 Distortion: 0.0361834 Distortions/cluster: 5.87977e-06 6.93181e-06 7.58618e-06 2.25295e-05 6.97994e-06 3.03354e-06 7.96425e-06 0.000296857 2.14458e-05 4.80533e-06 7.77772e-06 1.27626e-05 5.98086e-06 4.01285e-06 7.40868e-06 1.13163e-05 0.0356196 5.82932e-06 6.35987e-06 6.2844e-06 2.37044e-35 1.15388e-05 3.40106e-06 7.47944e-06 3.73264e-05 5.80676e-06 1.27749e-35 5.86192e-06 0 4.68498e-06 3.73361e-06 4.98474e-06 0 0 6.11308e-06 2.1125e-05 1.08283e-34 0 Variance: 6.15154e-06 Variances/cluster: 5.44375e-08 3.72644e-08 2.63386e-08 6.68323e-08 2.79174e-08 3.61107e-08 3.47753e-08 1.9788e-05 4.80692e-08 4.36811e-08 3.22699e-08 5.31607e-08 2.54482e-08 4.17979e-08 2.315e-07 5.33618e-08 0.035575 3.73643e-08 2.67191e-08 1.49579e-07 0 3.35401e-08 4.19847e-08 2.44404e-08 3.65906e-07 2.7259e-08 0 3.33032e-08 0 3.63147e-08 2.89393e-08 2.31821e-08 0 0 3.61687e-08 4.43656e-08 0 0 -------------------------------------------------------------- Initialization seed trial #26 of 1000; initialization seed = 493577251 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 689883 Distortion: 0.000561421 Distortions/cluster: 6.14248e-06 4.92844e-06 1.09594e-05 5.08293e-06 1.31598e-05 1.08283e-34 3.82743e-06 6.30894e-06 6.52012e-06 5.11331e-06 1.27749e-35 8.39781e-06 7.71862e-06 5.88699e-06 4.35604e-05 4.5578e-06 7.33691e-06 1.49271e-05 7.04499e-06 6.11282e-06 9.89442e-06 7.75143e-06 0 5.68947e-06 4.95872e-06 7.10755e-06 5.76667e-06 7.55159e-06 0.000296364 8.87433e-06 6.30262e-06 9.64317e-35 1.17372e-05 2.37044e-35 0 6.33928e-06 3.42609e-06 1.20711e-05 Variance: 9.54473e-08 Variances/cluster: 4.83615e-08 3.76186e-08 4.62272e-08 2.54117e-08 3.49037e-08 0 2.79348e-08 2.66177e-08 5.57226e-08 1.7043e-07 0 3.33217e-08 5.07766e-08 4.42486e-08 2.7222e-06 3.2553e-08 4.36686e-08 3.55377e-08 4.37434e-08 3.11842e-08 3.37584e-08 2.8391e-08 0 2.41052e-08 4.95827e-08 3.21503e-08 6.26623e-08 4.54765e-08 2.99326e-06 5.06943e-08 1.50013e-07 6.86694e-32 5.10152e-08 0 0 2.33901e-08 3.93773e-08 3.28882e-08 -------------------------------------------------------------- Initialization seed trial #27 of 1000; initialization seed = 493577252 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 505839 Distortion: 0.0359234 Distortions/cluster: 6.78291e-06 5.39264e-06 3.10001e-05 5.68683e-06 5.78756e-06 4.81569e-35 6.03551e-06 9.18001e-06 4.35604e-05 1.04492e-05 1.0165e-05 8.43566e-06 1.04189e-05 1.11411e-05 5.71392e-06 7.18826e-06 7.99558e-06 1.27749e-35 1.7479e-05 2.37044e-35 1.44717e-05 0 1.69648e-05 0.0356196 1.21892e-05 6.57021e-06 1.36253e-05 0 0 1.08283e-34 6.96395e-06 0 5.8607e-06 7.72041e-06 5.48019e-06 5.07901e-06 6.5102e-06 0 Variance: 6.10734e-06 Variances/cluster: 3.29238e-08 1.7394e-07 3.09968e-07 3.00855e-08 2.54937e-08 2.67973e-31 3.57097e-08 3.45083e-08 2.7222e-06 4.90413e-08 3.20631e-08 5.8576e-08 5.26165e-08 5.45956e-08 1.428e-07 2.46152e-08 3.47604e-08 0 4.20033e-08 0 5.54296e-08 0 4.29346e-08 0.035575 4.59933e-08 2.79559e-08 6.1081e-08 0 0 0 2.59826e-08 0 3.95961e-08 4.12819e-08 2.40332e-08 2.51407e-08 3.01372e-08 0 -------------------------------------------------------------- Initialization seed trial #28 of 1000; initialization seed = 493577253 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 95 BIC score: 505159 Distortion: 0.035921 Distortions/cluster: 1.08283e-34 1.32135e-05 4.10759e-06 5.78614e-06 3.04485e-06 1.58946e-05 3.35232e-06 5.89436e-06 4.00116e-06 9.42902e-06 8.59381e-06 0.0356196 1.27749e-35 9.93887e-06 2.37044e-35 9.09228e-06 9.44522e-06 4.7681e-06 1.43644e-05 8.80135e-06 6.21647e-06 1.14248e-05 9.98291e-06 2.88068e-06 9.51358e-06 5.9261e-06 5.3293e-06 0 4.58379e-06 4.35604e-05 5.83561e-06 1.05156e-05 5.42505e-06 0 5.44618e-06 1.20611e-05 3.30274e-05 4.81569e-35 Variance: 6.10694e-06 Variances/cluster: 0 4.63593e-08 2.24432e-08 2.53756e-08 2.53715e-08 4.41372e-08 2.84061e-08 2.26686e-08 2.64946e-08 3.06111e-08 5.84563e-08 0.035575 0 5.2293e-08 0 5.34679e-08 4.74481e-08 3.1574e-08 3.87056e-08 5.17559e-08 2.66778e-08 3.9943e-08 2.03673e-07 3.1653e-08 9.32631e-08 2.74329e-08 3.62501e-08 0 2.38713e-08 2.7222e-06 3.17125e-08 5.25741e-08 2.79617e-08 0 2.65644e-08 4.80368e-08 3.11546e-07 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #29 of 1000; initialization seed = 493577254 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 550074 Distortion: 0.0129274 Distortions/cluster: 1.57495e-05 5.64236e-06 3.51073e-06 8.55994e-06 3.89494e-06 5.18125e-06 7.4463e-06 7.38274e-06 6.60374e-06 3.14299e-05 7.78638e-06 0.00391362 1.37049e-05 6.56724e-06 7.68609e-06 9.09541e-06 4.35604e-05 6.48956e-06 5.31777e-06 9.44447e-06 3.06518e-06 5.83568e-06 0.00872182 4.81569e-35 2.9221e-06 3.45042e-06 0 5.1313e-06 8.89042e-06 6.8209e-06 3.15202e-06 3.81873e-06 5.51015e-06 6.6223e-06 5.70293e-06 1.51538e-05 5.53448e-06 5.26439e-06 Variance: 2.19778e-06 Variances/cluster: 5.01417e-08 3.39873e-08 3.16253e-08 3.07881e-08 2.13983e-08 3.0297e-08 3.39984e-08 4.76152e-08 4.34417e-08 3.11154e-07 5.08875e-08 0.00391989 3.81628e-08 2.7591e-08 4.34207e-08 5.44471e-08 2.7222e-06 2.9362e-08 3.85315e-08 5.07604e-08 2.30441e-08 1.42286e-07 0.156503 2.67973e-31 2.6805e-08 2.3311e-08 0 2.17409e-08 5.16718e-08 2.20009e-07 3.75211e-08 2.95991e-08 2.56264e-08 5.56447e-08 2.54573e-08 4.24337e-08 3.45873e-08 2.41465e-08 -------------------------------------------------------------- Initialization seed trial #30 of 1000; initialization seed = 493577255 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 717084 Distortion: 0.00030471 Distortions/cluster: 9.55561e-06 1.08712e-05 4.03411e-06 1.07112e-05 5.57956e-06 4.58374e-06 9.7527e-06 1.27749e-35 7.92634e-06 7.55638e-06 8.19735e-06 6.48673e-06 4.81569e-35 3.67002e-06 1.44606e-05 4.4224e-06 1.62262e-05 8.76194e-06 1.41982e-05 5.06709e-06 5.1274e-06 9.64317e-35 2.37044e-35 4.35604e-05 9.83259e-06 6.12055e-06 1.08283e-34 6.75967e-06 3.28529e-05 0 0 7.30434e-06 6.36076e-06 0 6.47233e-06 1.03438e-05 5.30125e-06 1.26128e-05 Variance: 5.18038e-08 Variances/cluster: 4.77627e-08 5.40683e-08 2.35887e-08 5.54808e-08 3.82131e-08 2.63402e-08 4.29598e-08 0 5.74323e-08 2.85122e-08 3.40109e-08 4.13131e-08 2.67973e-31 2.09691e-08 5.43455e-08 3.15849e-08 4.40786e-08 2.08587e-07 5.93882e-08 4.44453e-08 2.25857e-08 6.86694e-32 0 2.7222e-06 2.87478e-08 4.56718e-08 0 3.31326e-08 3.12848e-07 0 0 5.61821e-08 2.60664e-08 0 3.21978e-08 3.21205e-08 2.27502e-08 4.68723e-08 -------------------------------------------------------------- Initialization seed trial #31 of 1000; initialization seed = 493577256 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 717651 Distortion: 0.000300348 Distortions/cluster: 1.73412e-05 3.36029e-06 1.13317e-05 4.37558e-06 1.47249e-05 1.04993e-05 5.96101e-06 4.51193e-06 5.39264e-06 3.8373e-06 4.35604e-05 5.97345e-06 1.07862e-05 5.27751e-06 5.23918e-06 9.64317e-35 1.36253e-05 5.43824e-06 7.66146e-06 7.55684e-06 1.67721e-05 4.99538e-06 1.08283e-34 5.71392e-06 6.13834e-06 7.94816e-06 7.90024e-06 0 4.93363e-06 6.20618e-06 5.24226e-06 4.81569e-35 2.37044e-35 0 1.27749e-35 3.10001e-05 6.71316e-06 1.03303e-05 Variance: 5.10623e-08 Variances/cluster: 4.17725e-08 2.31724e-08 5.4725e-08 2.47186e-08 5.5548e-08 4.68673e-08 3.40599e-08 2.41258e-08 1.7394e-07 2.08531e-08 2.7222e-06 3.22862e-08 3.26827e-08 2.66514e-08 2.31796e-08 6.86694e-32 6.1081e-08 2.98769e-08 3.192e-08 4.90665e-08 4.28813e-08 2.99098e-08 0 1.428e-07 2.55742e-08 4.34289e-08 5.76611e-08 0 3.70917e-08 3.44754e-08 2.58209e-08 2.67973e-31 0 0 0 3.09968e-07 5.00948e-08 4.89431e-08 -------------------------------------------------------------- Initialization seed trial #32 of 1000; initialization seed = 493577257 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 718270 Distortion: 0.000296467 Distortions/cluster: 6.13247e-06 6.68112e-06 9.21897e-06 5.11331e-06 4.35604e-05 8.96036e-06 1.00822e-05 0 5.5155e-06 5.69286e-06 9.64317e-35 5.94072e-06 6.9947e-06 4.81569e-35 5.87281e-06 7.31802e-06 1.08283e-34 1.06885e-05 6.06028e-06 1.41042e-05 1.27749e-35 5.68513e-06 2.37044e-35 0 8.00805e-06 1.75342e-05 4.43671e-06 1.11613e-05 5.39963e-06 8.94559e-06 6.23769e-06 3.1695e-05 1.21743e-05 7.18963e-06 5.20654e-06 5.59358e-06 3.41226e-06 5.85096e-06 Variance: 5.04024e-08 Variances/cluster: 3.00576e-08 5.5211e-08 5.26629e-08 1.7043e-07 2.7222e-06 2.9766e-08 3.22084e-08 0 1.37842e-07 2.74993e-08 6.86694e-32 2.98502e-08 2.75358e-08 2.67973e-31 2.54212e-08 4.25428e-08 0 5.424e-08 3.18934e-08 5.3006e-08 0 4.4067e-08 0 0 4.4485e-08 4.33874e-08 4.22518e-08 4.22636e-08 3.80224e-08 2.60782e-08 3.38893e-08 3.10701e-07 5.53201e-08 3.90708e-08 2.51494e-08 3.19606e-08 3.74944e-08 2.46849e-08 -------------------------------------------------------------- Initialization seed trial #33 of 1000; initialization seed = 493577258 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 689919 Distortion: 0.000561104 Distortions/cluster: 7.68248e-06 5.4627e-06 7.69642e-06 6.8209e-06 5.8648e-06 7.67021e-06 4.35604e-05 7.5847e-06 4.99005e-06 9.52921e-06 1.42472e-05 1.1285e-05 9.31623e-06 6.32636e-06 7.2809e-06 8.58142e-06 7.46693e-06 9.80438e-06 7.13784e-06 6.30782e-06 0.000295506 5.55162e-06 1.27749e-35 1.08283e-34 9.64317e-35 2.37044e-35 0 1.24793e-05 7.62586e-06 0 4.89475e-06 6.2844e-06 6.00796e-06 5.34314e-06 6.96914e-06 5.22615e-06 1.06003e-05 0 Variance: 9.53935e-08 Variances/cluster: 2.8879e-08 2.67753e-08 3.36059e-08 2.20009e-07 3.23989e-08 2.64467e-08 2.7222e-06 4.07743e-08 2.53272e-08 3.55536e-08 4.25149e-08 4.4778e-08 4.31169e-08 4.24554e-08 2.46789e-08 5.91772e-08 5.1128e-08 5.13279e-08 3.39867e-08 3.54339e-08 3.04613e-06 4.66369e-08 0 0 6.86694e-32 0 0 3.65844e-08 4.48435e-08 0 2.98426e-08 1.49579e-07 2.44198e-08 4.41441e-08 5.0122e-08 4.31771e-08 3.12667e-08 0 -------------------------------------------------------------- Initialization seed trial #34 of 1000; initialization seed = 493577259 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 724648 Distortion: 0.000257721 Distortions/cluster: 6.44817e-06 5.25522e-06 4.50133e-06 9.35397e-06 1.27749e-35 9.6283e-06 7.06513e-06 9.65886e-06 4.52314e-06 1.24522e-05 5.14988e-06 1.31217e-05 4.43124e-06 1.58946e-05 0 7.61707e-06 1.13117e-05 2.98132e-06 6.40539e-06 4.81569e-35 9.10136e-06 9.64317e-35 5.10577e-06 1.42427e-05 3.24625e-06 7.05754e-06 5.36075e-06 8.44372e-06 2.37044e-35 1.10713e-05 9.99352e-06 1.05177e-05 9.85484e-06 6.21332e-06 5.9104e-06 9.25857e-06 6.54442e-06 1.08283e-34 Variance: 4.38153e-08 Variances/cluster: 1.4991e-07 1.75159e-06 3.75078e-08 3.80208e-08 0 5.87042e-08 3.25554e-08 5.02904e-08 3.32545e-08 5.25367e-08 2.51192e-08 4.49336e-08 2.63741e-08 4.41372e-08 0 4.67165e-08 4.69213e-08 2.98034e-07 2.6686e-08 2.67973e-31 8.34922e-08 6.86694e-32 2.27916e-08 3.80698e-08 2.59678e-08 3.08163e-08 2.39291e-08 4.96528e-08 0 1.14126e-07 3.17223e-08 3.34928e-08 8.95767e-07 2.9168e-08 3.93959e-07 4.60477e-08 2.92136e-08 0 -------------------------------------------------------------- Initialization seed trial #35 of 1000; initialization seed = 493577260 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 720245 Distortion: 0.00028373 Distortions/cluster: 4.98628e-06 7.05573e-06 1.59192e-05 7.31149e-06 9.51723e-06 5.79167e-06 4.2547e-06 8.21993e-06 4.81569e-35 8.86505e-06 1.19553e-05 8.26176e-06 1.61003e-05 1.27749e-35 2.37044e-35 1.65495e-05 8.93389e-06 1.52794e-05 4.58698e-06 3.84096e-06 0 1.1465e-05 5.4559e-06 9.64317e-35 8.67452e-06 6.26487e-06 8.88614e-06 9.09345e-06 5.43365e-06 5.3679e-06 1.08283e-34 0 3.42355e-06 5.53774e-06 2.2467e-05 6.11153e-06 3.58466e-06 2.45348e-05 Variance: 4.8237e-08 Variances/cluster: 4.41226e-08 2.68255e-08 7.5794e-07 8.03392e-08 3.71733e-08 2.86691e-08 2.60994e-08 4.15111e-08 2.67973e-31 4.61572e-08 1.20748e-07 4.97658e-08 6.19047e-08 0 0 6.78043e-08 5.28466e-08 3.99855e-08 2.41393e-08 2.21995e-08 0 6.99032e-08 3.24723e-08 6.86694e-32 2.93033e-08 3.08587e-08 4.17155e-08 2.85036e-08 3.05234e-08 4.39847e-08 0 0 5.80214e-08 2.64938e-08 5.94168e-08 2.33244e-08 2.96218e-08 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #36 of 1000; initialization seed = 493577261 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 690594 Distortion: 0.000552391 Distortions/cluster: 7.16851e-06 7.88307e-06 6.38824e-06 1.18334e-05 8.34194e-06 9.64317e-35 6.59779e-06 9.03182e-06 4.91387e-06 0.000296857 9.02141e-06 1.27749e-35 5.69517e-06 5.54074e-06 8.82368e-06 7.08196e-06 1.08283e-34 1.03512e-05 5.56904e-06 6.49315e-06 1.08418e-05 3.77725e-05 4.19172e-06 0 1.34435e-05 6.59749e-06 7.45916e-06 5.64377e-06 3.68908e-06 3.9865e-06 8.3113e-06 5.11331e-06 1.05545e-05 8.20269e-06 5.81705e-06 2.37044e-35 0 3.17474e-06 Variance: 9.39122e-08 Variances/cluster: 2.42979e-08 3.36774e-08 5.45956e-08 3.35194e-08 5.27811e-08 6.86694e-32 3.09719e-08 3.36979e-08 4.42653e-08 1.9788e-05 3.4169e-08 0 3.42971e-08 1.38473e-07 5.15838e-08 2.7236e-08 0 2.78975e-08 3.86706e-08 2.62858e-08 3.29505e-08 3.66684e-07 4.2338e-08 0 4.22613e-08 3.43587e-08 2.78302e-08 4.9061e-08 3.47997e-08 3.49664e-08 4.56517e-08 1.7043e-07 4.50903e-08 5.43175e-08 4.43904e-08 0 0 3.77915e-08 -------------------------------------------------------------- Initialization seed trial #37 of 1000; initialization seed = 493577262 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 717223 Distortion: 0.000312003 Distortions/cluster: 7.37037e-06 6.74554e-06 7.70889e-06 5.11331e-06 1.17543e-05 7.58255e-06 9.64317e-35 0 8.93336e-06 2.37044e-35 5.55796e-06 2.22294e-05 0 3.14299e-05 1.38179e-05 0 0 7.6072e-06 2.21344e-05 6.83235e-06 1.05962e-05 4.81569e-35 0 6.90398e-06 3.64977e-06 1.08283e-34 7.29805e-06 0 4.35604e-05 1.27749e-35 6.37628e-06 1.18445e-05 8.79163e-06 9.00688e-06 2.11933e-05 0 8.71673e-06 9.24822e-06 Variance: 5.30438e-08 Variances/cluster: 3.02029e-08 3.22721e-08 2.58665e-08 1.7043e-07 5.5427e-08 3.41522e-08 6.86694e-32 0 4.31529e-08 0 3.85938e-08 6.61382e-08 0 3.11154e-07 4.54495e-08 0 0 2.90326e-08 4.48826e-08 5.5998e-08 3.04462e-08 2.67973e-31 0 3.0278e-08 3.76235e-08 0 3.44218e-08 0 2.7222e-06 0 1.48236e-07 5.12585e-08 2.69651e-08 5.1464e-08 4.8371e-08 0 2.75822e-08 3.37497e-08 -------------------------------------------------------------- Initialization seed trial #38 of 1000; initialization seed = 493577263 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 566419 Distortion: 0.00898961 Distortions/cluster: 5.19869e-06 8.39942e-06 5.56882e-06 1.08283e-34 1.09672e-05 1.04956e-05 7.77901e-06 9.92663e-06 1.10946e-05 5.34996e-06 9.07189e-06 5.06088e-06 1.59192e-05 5.09972e-06 1.20902e-05 5.67121e-06 1.51538e-05 6.19235e-06 2.45348e-05 4.77262e-06 4.56695e-06 5.83568e-06 5.09845e-06 4.81569e-35 8.35888e-06 5.90486e-06 0.00872182 5.21144e-06 0 1.43027e-05 5.55011e-06 5.39956e-06 8.79651e-06 5.06935e-06 4.31261e-06 4.25031e-06 1.27749e-35 6.78218e-06 Variance: 1.52832e-06 Variances/cluster: 3.11272e-08 9.43662e-08 4.4193e-08 0 5.34812e-08 5.27376e-08 2.89158e-08 4.79393e-08 4.71961e-08 3.12832e-08 5.24217e-08 2.31064e-08 7.5794e-07 2.56237e-08 4.57925e-08 3.91087e-08 4.24337e-08 3.12716e-08 2.72576e-06 2.60773e-08 1.69132e-07 1.42286e-07 2.2964e-08 2.67973e-31 5.84487e-08 3.01242e-08 0.156503 3.02964e-08 0 3.87481e-08 3.11777e-08 2.96644e-08 5.36212e-08 2.81606e-08 2.23432e-08 2.97198e-08 0 2.88578e-08 -------------------------------------------------------------- Initialization seed trial #39 of 1000; initialization seed = 493577264 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 504558 Distortion: 0.0361766 Distortions/cluster: 0.0356196 9.68044e-06 4.55257e-06 5.5517e-06 7.14403e-06 9.81308e-06 6.20664e-06 2.37044e-35 1.03048e-05 4.35604e-05 7.43745e-06 7.11166e-06 0.000296237 5.19638e-06 7.46431e-06 7.86631e-06 6.48961e-06 4.4744e-06 9.19343e-06 1.08283e-34 3.82813e-06 4.38497e-06 6.92875e-06 9.12475e-06 9.9392e-06 6.2844e-06 7.3758e-06 5.29204e-06 6.53637e-06 6.18027e-06 1.27749e-35 0 6.26492e-06 5.11331e-06 8.68834e-06 5.22911e-06 4.92685e-06 1.2716e-05 Variance: 6.1504e-06 Variances/cluster: 0.035575 2.9692e-08 3.13943e-08 3.00056e-08 2.76877e-08 5.19044e-08 2.48238e-08 0 3.25993e-08 2.7222e-06 4.98996e-08 3.29213e-08 3.02251e-06 2.53452e-08 5.48796e-08 5.31348e-08 2.49579e-08 5.96538e-08 4.88855e-08 0 4.16065e-08 4.21605e-08 2.46553e-08 4.70197e-08 4.43568e-08 1.49579e-07 3.98657e-08 4.33736e-08 2.8792e-08 3.39541e-08 0 0 3.01172e-08 1.7043e-07 4.11735e-08 3.99136e-08 2.62041e-08 4.22321e-08 -------------------------------------------------------------- Initialization seed trial #40 of 1000; initialization seed = 493577265 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 504432 Distortion: 0.0361758 Distortions/cluster: 2.09454e-05 5.86177e-06 1.08283e-34 1.27749e-35 3.27696e-06 3.60648e-06 4.27816e-06 6.41604e-06 3.831e-06 5.11331e-06 5.0634e-06 3.60827e-06 3.58498e-06 1.46292e-05 6.74968e-06 2.46872e-06 3.41017e-06 0.000296857 4.80313e-06 7.37397e-06 7.00851e-06 5.79974e-06 5.5155e-06 5.59893e-06 3.20717e-06 7.44218e-06 8.0048e-06 6.92153e-06 5.07597e-06 0.0356196 1.37649e-05 4.86658e-06 9.45221e-06 1.87174e-05 4.06694e-06 2.37044e-35 3.80493e-05 1.09219e-05 Variance: 6.15026e-06 Variances/cluster: 5.70537e-08 2.62829e-08 0 0 3.72353e-08 2.88484e-08 2.48708e-08 2.8262e-08 2.73619e-08 1.7043e-07 3.98661e-08 2.7753e-08 3.25878e-08 5.84981e-08 5.71955e-08 3.01037e-08 2.72784e-08 1.9788e-05 2.35427e-08 2.80355e-08 3.08644e-08 3.15176e-08 1.37842e-07 2.42357e-08 2.27439e-08 3.41355e-08 4.16883e-08 5.5814e-08 2.29655e-08 0.035575 4.05914e-08 2.30623e-08 5.10891e-08 6.45227e-08 2.90468e-08 0 3.65819e-07 4.58752e-08 -------------------------------------------------------------- Initialization seed trial #41 of 1000; initialization seed = 493577266 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 600386 Distortion: 0.00418515 Distortions/cluster: 0 1.0241e-05 5.63754e-06 4.92816e-06 5.31615e-06 4.10882e-06 9.65606e-06 6.48375e-06 8.20743e-06 0.00391362 7.13813e-06 1.44708e-05 1.20768e-05 4.56405e-06 9.1829e-06 1.59192e-05 4.372e-06 1.04558e-05 1.47711e-05 6.12117e-06 9.64317e-35 4.81569e-35 5.4335e-06 8.53449e-06 6.57181e-06 4.79999e-06 9.23755e-06 6.28901e-06 8.80067e-06 2.37044e-35 7.86243e-06 5.63467e-06 5.71053e-06 2.45348e-05 4.11208e-06 9.41563e-06 6.0623e-06 4.87647e-06 Variance: 7.11518e-07 Variances/cluster: 0 5.30452e-08 4.47385e-08 2.86496e-08 3.05495e-08 3.18485e-08 2.70447e-08 2.92035e-08 6.5133e-08 0.00391989 1.58576e-07 4.41039e-08 3.56133e-08 2.40192e-08 4.70766e-08 7.5794e-07 3.03582e-08 1.1005e-07 4.87338e-08 5.51422e-08 6.86694e-32 2.67973e-31 2.81504e-08 2.88302e-08 2.95993e-08 6.0754e-08 5.24691e-08 2.42798e-08 4.39997e-08 0 5.73851e-08 3.33385e-08 3.06991e-08 2.72576e-06 3.37024e-08 5.34817e-08 2.98609e-08 2.64998e-08 -------------------------------------------------------------- Initialization seed trial #42 of 1000; initialization seed = 493577267 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 24 BIC score: 550037 Distortion: 0.0129246 Distortions/cluster: 7.01707e-06 4.81569e-35 6.84034e-06 6.1747e-06 7.76001e-06 5.7908e-06 6.47782e-06 5.31422e-06 5.54614e-06 5.52691e-06 5.34928e-06 5.79296e-06 5.79129e-06 3.14299e-05 8.705e-06 0 0.00872182 1.02664e-05 7.41743e-06 6.29652e-06 0.00391362 5.11331e-06 4.96167e-06 4.35604e-05 5.27716e-06 5.54074e-06 9.17019e-06 1.25564e-05 6.52012e-06 1.31543e-05 3.44126e-06 7.6296e-06 6.04649e-06 4.56852e-06 6.00838e-06 5.27078e-06 7.98036e-06 4.86533e-06 Variance: 2.19731e-06 Variances/cluster: 4.80466e-08 2.67973e-31 2.39152e-08 2.54081e-08 5.10488e-08 3.73566e-08 3.52025e-08 2.36161e-08 2.5914e-08 2.92395e-08 3.3222e-08 4.74682e-08 3.16436e-08 3.11154e-07 4.88999e-08 0 0.156503 3.36494e-08 4.36284e-08 2.62332e-08 0.00391989 1.7043e-07 2.53116e-08 2.7222e-06 4.02705e-08 1.38473e-07 2.89255e-08 4.37359e-08 5.57226e-08 4.45765e-08 3.91022e-08 4.76696e-08 2.86539e-08 3.26296e-08 2.93066e-08 4.66287e-08 5.31865e-08 3.74226e-08 -------------------------------------------------------------- Initialization seed trial #43 of 1000; initialization seed = 493577268 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 722200 Distortion: 0.000277707 Distortions/cluster: 1.24048e-05 2.45348e-05 1.24144e-05 4.84144e-06 4.99656e-06 8.61535e-06 1.10042e-05 1.01681e-05 6.18748e-06 1.59192e-05 4.56695e-06 8.42842e-06 2.37044e-35 5.25815e-06 6.46127e-06 6.00859e-06 7.43861e-06 8.09121e-06 4.81569e-35 1.48528e-05 1.32557e-05 6.76255e-06 8.50541e-06 1.08283e-34 1.16905e-05 6.00547e-06 1.25819e-05 7.47915e-06 0 8.66831e-06 9.64317e-35 0 1.27749e-35 1.72471e-05 1.33182e-05 0 0 0 Variance: 4.7213e-08 Variances/cluster: 3.28141e-08 2.72576e-06 4.61463e-08 4.20857e-08 4.23298e-08 5.90043e-08 2.90324e-08 5.18741e-08 4.65074e-08 7.5794e-07 1.69132e-07 5.16917e-08 0 1.34779e-07 2.51384e-08 4.05953e-08 5.16416e-08 2.86898e-08 2.67973e-31 4.39286e-08 4.36004e-08 3.13044e-08 4.29429e-08 0 3.53073e-08 2.81914e-08 3.36383e-08 4.42411e-08 0 9.63048e-08 6.86694e-32 0 0 4.02934e-08 3.32096e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #44 of 1000; initialization seed = 493577269 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 550077 Distortion: 0.0129285 Distortions/cluster: 0 8.78804e-06 4.81569e-35 6.18948e-06 4.48412e-06 1.05961e-05 7.17229e-06 4.23341e-06 3.14299e-05 5.903e-06 9.95913e-06 0.00391362 5.98896e-06 6.60202e-06 5.66805e-06 4.40115e-06 7.16614e-06 6.05996e-06 6.51946e-06 1.01707e-05 7.277e-06 5.59554e-06 0.00872182 3.1745e-06 4.35604e-05 6.10766e-06 6.13687e-06 5.42317e-06 5.98719e-06 9.04782e-06 8.11993e-06 7.58177e-06 1.01916e-05 6.53932e-06 1.27012e-05 3.95734e-06 3.3098e-06 7.06248e-06 Variance: 2.19798e-06 Variances/cluster: 0 3.31595e-08 2.67973e-31 4.4514e-08 3.02954e-08 4.20345e-08 5.97636e-08 5.42698e-08 3.11154e-07 2.53325e-08 3.32972e-08 0.00391989 4.57024e-08 3.33404e-08 3.22016e-08 4.2726e-08 3.01063e-08 2.68117e-08 2.96313e-08 3.01774e-08 1.02485e-07 3.85867e-08 0.156503 3.64857e-08 2.7222e-06 2.81431e-08 3.06817e-08 3.24714e-08 2.35695e-08 2.72493e-08 5.10524e-08 5.15613e-08 1.92243e-07 4.27268e-08 4.47077e-08 4.07947e-08 3.80403e-08 4.80286e-08 -------------------------------------------------------------- Initialization seed trial #45 of 1000; initialization seed = 493577270 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 717604 Distortion: 0.000304369 Distortions/cluster: 1.23242e-05 1.44374e-05 6.74918e-06 3.508e-06 6.66488e-06 5.15251e-06 1.25878e-05 6.8083e-06 9.64317e-35 7.23284e-06 2.37044e-35 0 0 4.81569e-35 9.15379e-06 0 7.82844e-06 1.05857e-05 3.63826e-06 5.25027e-06 9.77317e-06 1.27749e-35 1.04366e-05 8.59381e-06 0 1.08283e-34 1.46258e-05 4.003e-06 4.35604e-05 9.14011e-06 8.60742e-06 6.83316e-06 6.5673e-06 1.31831e-05 3.35567e-05 6.85566e-06 8.40606e-06 8.30522e-06 Variance: 5.17459e-08 Variances/cluster: 4.35339e-08 3.48698e-08 1.5691e-07 4.80403e-08 5.12529e-08 4.25687e-08 3.33866e-08 4.33508e-08 6.86694e-32 2.8585e-08 0 0 0 2.67973e-31 3.00099e-08 0 2.41597e-08 3.1786e-08 4.22914e-08 3.08738e-08 8.884e-08 0 5.24411e-08 5.84563e-08 0 0 4.79492e-08 3.73991e-08 2.7222e-06 3.24089e-08 4.50506e-08 4.67875e-08 2.54517e-08 4.64155e-08 3.13581e-07 4.05615e-08 3.37563e-08 3.37501e-08 -------------------------------------------------------------- Initialization seed trial #46 of 1000; initialization seed = 493577271 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 500479 Distortion: 0.0398252 Distortions/cluster: 5.89322e-06 6.25543e-06 4.35604e-05 0.0356196 6.76929e-06 7.71229e-06 4.75397e-06 0.00391362 8.11446e-06 1.14688e-05 8.91281e-06 5.59827e-06 2.37044e-35 5.23893e-06 5.30319e-06 5.77867e-06 1.28782e-05 9.05041e-06 4.81569e-35 5.27979e-06 6.57595e-06 5.43491e-06 3.46171e-06 3.10001e-05 0 4.78472e-06 6.96949e-06 9.49016e-06 6.73857e-06 8.75378e-06 0 1.11911e-05 8.62685e-06 6.03054e-06 7.04233e-06 9.26837e-06 8.68518e-06 5.39264e-06 Variance: 6.77069e-06 Variances/cluster: 3.32917e-08 3.47492e-08 2.7222e-06 0.035575 4.66707e-08 2.89911e-08 5.94066e-08 0.00391989 4.60899e-08 3.12475e-08 2.62892e-08 1.43498e-07 0 2.87828e-08 2.9296e-08 2.49059e-08 4.20719e-08 5.02754e-08 2.67973e-31 2.55032e-08 2.5387e-08 3.88176e-08 3.80377e-08 3.09968e-07 0 2.55842e-08 2.83288e-08 5.1573e-08 5.56858e-08 5.08777e-08 0 4.80151e-08 3.5645e-08 4.40041e-08 3.17119e-08 3.87673e-08 4.23633e-08 1.7394e-07 -------------------------------------------------------------- Initialization seed trial #47 of 1000; initialization seed = 493577272 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 716881 Distortion: 0.000311162 Distortions/cluster: 8.68112e-06 1.03708e-05 6.27138e-06 1.66523e-05 8.31392e-06 0 6.88448e-06 1.08283e-34 9.82179e-06 4.58927e-06 5.47686e-06 1.14515e-05 4.81569e-35 9.64317e-35 3.6039e-06 1.67568e-05 9.1902e-06 1.15687e-05 1.28733e-05 2.37044e-35 1.27749e-35 4.35604e-05 3.35567e-05 0 8.154e-06 7.27142e-06 1.0063e-05 6.20307e-06 1.58276e-05 6.68875e-06 5.26439e-06 0 1.2406e-05 0 0 9.02551e-06 0 1.06347e-05 Variance: 5.29007e-08 Variances/cluster: 5.90502e-08 4.86736e-08 3.21581e-08 6.30573e-08 2.91692e-08 0 1.56417e-07 0 8.11656e-08 2.54937e-08 3.46605e-08 3.25299e-08 2.67973e-31 6.86694e-32 2.85997e-08 4.41987e-08 2.73486e-08 5.50715e-08 5.0666e-08 0 0 2.7222e-06 3.13581e-07 0 7.76501e-08 3.04208e-08 5.16013e-08 2.58439e-08 4.03634e-08 2.76371e-08 2.32917e-08 0 4.56066e-08 0 0 3.40555e-08 0 3.28198e-08 -------------------------------------------------------------- Initialization seed trial #48 of 1000; initialization seed = 493577273 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 68 BIC score: 600855 Distortion: 0.00418278 Distortions/cluster: 4.81569e-35 7.19122e-06 8.30551e-06 9.80295e-06 7.08811e-06 6.837e-06 7.36439e-06 0 2.45348e-05 6.94068e-06 4.56695e-06 0.00391362 5.34417e-06 5.97742e-06 9.64317e-35 7.27824e-06 7.03451e-06 8.81375e-06 9.80269e-06 7.27052e-06 6.62275e-06 8.99492e-06 7.22332e-06 2.37044e-35 7.37664e-06 1.08293e-05 7.43465e-06 8.49545e-06 8.39942e-06 7.79059e-06 5.83568e-06 1.04798e-05 1.29501e-05 1.59192e-05 0 9.73488e-06 6.91966e-06 0 Variance: 7.11115e-07 Variances/cluster: 2.67973e-31 5.09863e-08 5.84845e-08 3.84394e-08 3.06808e-08 2.94672e-08 2.47105e-08 0 2.72576e-06 2.80975e-08 1.69132e-07 0.00391989 4.10955e-08 3.80694e-08 6.86694e-32 2.65606e-08 4.53805e-08 5.15259e-08 4.41526e-08 3.36569e-08 3.01008e-08 5.05293e-08 4.37639e-08 0 3.03539e-08 3.29126e-08 4.15209e-08 3.55427e-08 9.43662e-08 4.80746e-08 1.42286e-07 3.33644e-08 4.27255e-08 7.5794e-07 0 2.78107e-08 4.83737e-08 0 -------------------------------------------------------------- Initialization seed trial #49 of 1000; initialization seed = 493577274 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 82 BIC score: 717522 Distortion: 0.000300925 Distortions/cluster: 9.49954e-06 4.90787e-06 4.47133e-06 8.64206e-06 1.08283e-34 8.59135e-06 6.54335e-06 3.23765e-05 7.19961e-06 0 1.11192e-05 9.85554e-06 4.35604e-05 5.37493e-06 7.23409e-06 3.63492e-06 8.99046e-06 4.22233e-06 1.3733e-05 1.03309e-05 6.54043e-06 8.56753e-06 4.81569e-35 1.27749e-35 6.54604e-06 9.64317e-35 4.90156e-06 7.64426e-06 1.07954e-05 1.23114e-05 1.51254e-05 7.14168e-06 7.11916e-06 2.37044e-35 4.14094e-06 6.27134e-06 3.5322e-06 0 Variance: 5.11603e-08 Variances/cluster: 3.44156e-08 3.04801e-08 2.41665e-08 4.66988e-08 0 4.29533e-08 2.9472e-08 3.11277e-07 3.5117e-08 0 3.12309e-08 2.18977e-07 2.7222e-06 3.31757e-08 4.51983e-08 2.12543e-08 5.13701e-08 3.15069e-08 7.11318e-08 5.3511e-08 5.6868e-08 5.49036e-08 2.67973e-31 0 5.54701e-08 6.86694e-32 3.82903e-08 4.96221e-08 3.26111e-08 3.39983e-08 4.582e-08 2.39633e-08 2.82482e-08 0 2.50941e-08 2.62376e-08 3.83904e-08 0 -------------------------------------------------------------- Initialization seed trial #50 of 1000; initialization seed = 493577275 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 600751 Distortion: 0.0042184 Distortions/cluster: 5.85849e-06 0 5.68714e-06 8.33848e-06 1.39025e-05 3.14299e-05 5.28843e-06 2.15097e-06 6.57109e-06 4.48883e-06 3.70813e-06 9.64317e-35 1.26065e-05 2.37044e-35 0 8.291e-06 1.74704e-05 3.87808e-06 1.06393e-05 1.03793e-05 1.69511e-05 4.35604e-05 0 5.92168e-06 7.96488e-06 5.12049e-06 6.22752e-06 2.72114e-06 0.00391362 6.99843e-06 8.67202e-06 1.38554e-05 4.81569e-35 1.14099e-05 6.68066e-06 0 7.19925e-06 1.08097e-05 Variance: 7.17172e-07 Variances/cluster: 2.47166e-08 0 3.00872e-08 6.36474e-08 5.32496e-08 3.11154e-07 2.53005e-08 5.1209e-08 2.77237e-08 4.27471e-08 4.81545e-08 6.86694e-32 3.36144e-08 0 0 3.3029e-08 4.17818e-08 4.97155e-08 4.92404e-08 3.23309e-08 4.4129e-08 2.7222e-06 0 3.48305e-08 2.48105e-08 4.19676e-08 3.96621e-08 3.53367e-08 0.00391989 2.65069e-08 4.89899e-08 6.12877e-08 2.67973e-31 5.48379e-08 2.66139e-08 0 3.46088e-08 1.96488e-07 -------------------------------------------------------------- Initialization seed trial #51 of 1000; initialization seed = 493577276 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 84 BIC score: 716573 Distortion: 0.000309501 Distortions/cluster: 8.90318e-06 1.08283e-34 1.00542e-05 6.67219e-06 8.35463e-06 8.56095e-06 6.84318e-06 8.93127e-06 9.00645e-06 9.64317e-35 6.75331e-06 1.6371e-05 1.09697e-05 5.81936e-06 6.0629e-06 5.67934e-06 1.08069e-05 6.57303e-06 1.27749e-35 4.35604e-05 8.39113e-06 2.37044e-35 1.02115e-05 5.00126e-06 3.58104e-05 0 6.34156e-06 6.48045e-06 4.81569e-35 0 2.25077e-05 7.61053e-06 6.30827e-06 6.28273e-06 0 7.78258e-06 0 6.85094e-06 Variance: 5.26183e-08 Variances/cluster: 3.72487e-08 0 3.17136e-08 5.55967e-08 2.9519e-08 3.70572e-08 3.12437e-08 5.37859e-08 6.34206e-08 6.86694e-32 3.34285e-08 4.20711e-08 7.16908e-08 2.55213e-08 2.36805e-08 4.23797e-08 7.55498e-08 3.02878e-08 0 2.7222e-06 4.99312e-08 0 4.77021e-08 4.27318e-08 3.16869e-07 0 4.4655e-08 2.39996e-08 2.67973e-31 0 5.93676e-08 4.44916e-08 5.43782e-08 3.14109e-08 0 2.6469e-08 0 2.78469e-08 -------------------------------------------------------------- Initialization seed trial #52 of 1000; initialization seed = 493577277 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 691208 Distortion: 0.000548743 Distortions/cluster: 8.68039e-06 6.15718e-06 2.30027e-05 6.59376e-06 8.80774e-06 5.68204e-06 2.45348e-05 9.14025e-06 9.19041e-06 1.27121e-05 5.53116e-06 1.00914e-05 1.08283e-34 2.37044e-35 6.2697e-06 5.88934e-06 7.64841e-06 1.34511e-05 1.03922e-05 1.18507e-05 9.51875e-06 1.27749e-35 6.3737e-06 1.23238e-05 6.51023e-06 1.53829e-05 4.97787e-06 0 9.64317e-35 5.75356e-06 0 0.000277545 5.33999e-06 1.74031e-06 9.21549e-06 0 8.43566e-06 0 Variance: 9.32918e-08 Variances/cluster: 4.95862e-08 2.93174e-08 6.0673e-08 2.57546e-08 4.86573e-08 2.97454e-08 2.72576e-06 9.32607e-08 3.07346e-08 4.58884e-08 3.10712e-08 5.12089e-08 0 0 3.73158e-08 2.62892e-08 4.17908e-08 7.07844e-07 5.24817e-08 4.91571e-08 4.66456e-08 0 2.34307e-08 7.46669e-08 3.53784e-08 4.03619e-08 2.53943e-08 0 6.86694e-32 2.80637e-08 0 2.77516e-06 2.36256e-08 2.48524e-07 2.8977e-08 0 5.8576e-08 0 -------------------------------------------------------------- Initialization seed trial #53 of 1000; initialization seed = 493577278 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 494092 Distortion: 0.0451971 Distortions/cluster: 3.03927e-06 5.19962e-06 8.25699e-06 8.03758e-06 4.54564e-06 3.83893e-06 4.43469e-06 5.64582e-06 4.21605e-06 5.38903e-06 6.46728e-06 7.80863e-06 8.99935e-06 1.27749e-35 5.76848e-06 9.14155e-06 2.68744e-06 6.26666e-06 4.67043e-05 0.0446389 6.55492e-06 1.09053e-05 5.77453e-06 9.89451e-06 6.64238e-06 0.000295704 8.55329e-06 7.048e-06 6.87629e-06 8.99404e-06 7.1242e-06 7.99209e-06 3.40529e-06 1.15841e-05 4.42862e-06 3.67016e-06 1.08283e-34 6.59861e-06 Variance: 7.68397e-06 Variances/cluster: 2.14014e-08 2.35249e-08 5.12691e-08 2.83989e-08 2.36725e-08 2.93014e-08 3.03719e-08 4.41041e-08 2.43681e-08 3.09612e-08 2.92611e-08 3.12244e-08 6.76589e-08 0 2.88399e-08 4.73503e-08 2.31654e-08 3.72978e-08 2.74699e-06 0.0422886 3.21291e-08 5.04827e-08 5.39642e-08 5.23351e-08 3.90694e-08 2.81593e-06 5.48124e-08 1.60132e-07 4.49282e-08 3.10108e-08 4.53623e-08 3.99571e-08 3.82587e-08 4.16559e-08 2.65164e-08 1.97303e-08 0 5.49836e-08 -------------------------------------------------------------- Initialization seed trial #54 of 1000; initialization seed = 493577279 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 689479 Distortion: 0.000569504 Distortions/cluster: 1.82443e-06 2.95124e-06 5.20112e-06 6.15364e-06 7.3417e-06 7.18812e-06 4.6666e-06 1.64066e-05 0 7.96306e-06 5.83529e-06 1.36613e-05 2.69424e-06 5.15654e-06 9.86099e-06 9.64317e-35 8.66822e-06 7.18748e-06 1.08283e-34 4.67043e-05 1.20838e-05 7.60533e-06 2.37044e-35 6.92361e-06 0 6.58178e-06 1.27749e-35 0.000295016 8.54788e-06 5.88668e-06 3.89682e-06 6.91823e-06 1.02452e-05 1.87926e-05 1.6388e-05 8.59458e-06 0 2.55847e-06 Variance: 9.68214e-08 Variances/cluster: 4.93047e-08 3.59879e-08 4.95314e-08 2.93005e-08 3.88417e-08 2.4282e-08 4.242e-08 4.10031e-08 0 3.02749e-08 2.60474e-08 5.71421e-08 4.02091e-08 2.33301e-08 9.30208e-08 6.86694e-32 5.09731e-08 3.29672e-08 0 2.74699e-06 4.70145e-08 3.11667e-08 0 2.63232e-08 0 2.95121e-08 0 2.86394e-06 2.89734e-08 3.56732e-08 2.95179e-08 1.57182e-07 5.69004e-08 5.50924e-08 4.28865e-08 3.64146e-08 0 3.93576e-08 -------------------------------------------------------------- Initialization seed trial #55 of 1000; initialization seed = 493577280 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 690591 Distortion: 0.000557986 Distortions/cluster: 6.6088e-06 2.53968e-06 3.77725e-05 9.64317e-35 1.42491e-05 1.27302e-05 7.24606e-06 4.36537e-06 0.000296857 8.11572e-06 1.33353e-05 9.28581e-06 5.11331e-06 1.25971e-05 8.22682e-06 1.08283e-34 1.04294e-05 7.75918e-06 1.07744e-05 8.00726e-06 5.3412e-06 0 3.33099e-06 7.98421e-06 2.37044e-35 0 8.8265e-06 7.24381e-06 0 0 1.27749e-35 6.64478e-06 7.11887e-06 7.05109e-06 7.23662e-06 7.11273e-06 6.00954e-06 8.0719e-06 Variance: 9.48632e-08 Variances/cluster: 4.9315e-08 5.52057e-08 3.66684e-07 6.86694e-32 4.58025e-08 4.37321e-08 4.86156e-08 4.27941e-08 1.9788e-05 3.246e-08 3.42779e-08 5.15713e-08 1.7043e-07 3.38603e-08 4.21854e-08 0 3.20874e-08 5.24112e-08 3.38706e-08 2.55794e-08 3.81483e-08 0 3.62035e-08 4.83735e-08 0 0 5.10163e-08 2.39049e-08 0 0 0 4.48825e-08 3.0948e-08 3.45604e-08 1.76444e-07 2.85628e-08 2.94558e-08 3.04573e-08 -------------------------------------------------------------- Initialization seed trial #56 of 1000; initialization seed = 493577281 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 66 BIC score: 692732 Distortion: 0.000526314 Distortions/cluster: 6.16322e-06 8.07174e-06 6.4483e-06 6.45786e-06 1.07134e-05 4.87044e-06 9.85484e-06 8.70097e-06 5.7749e-06 5.62374e-06 4.74726e-06 7.07715e-06 9.21528e-06 5.57246e-06 2.21706e-05 1.27749e-35 1.08283e-34 6.07736e-06 5.25522e-06 8.0122e-06 7.44872e-06 6.02654e-06 0.000277948 1.14057e-05 9.64317e-35 6.79081e-06 2.37044e-35 8.01012e-06 8.44655e-06 0 4.79593e-06 1.67419e-05 6.65702e-06 9.94332e-06 5.91941e-06 0 6.82248e-06 8.54982e-06 Variance: 8.94787e-08 Variances/cluster: 3.52151e-08 5.80651e-08 2.31102e-08 4.0355e-07 4.39037e-08 5.47076e-08 8.95767e-07 6.85061e-08 2.85861e-08 2.94402e-08 2.52489e-08 2.66035e-08 4.97966e-08 2.39134e-08 5.83245e-08 0 0 3.68288e-08 1.75159e-06 4.47463e-08 4.13781e-08 5.42897e-08 2.75168e-06 9.2701e-08 6.86694e-32 3.24891e-08 0 2.93386e-08 3.59396e-08 0 2.49759e-08 4.08206e-08 2.91949e-08 4.80199e-08 4.553e-08 0 2.87843e-08 4.88401e-08 -------------------------------------------------------------- Initialization seed trial #57 of 1000; initialization seed = 493577282 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 505270 Distortion: 0.0359274 Distortions/cluster: 0 3.58104e-05 8.87486e-06 6.22863e-06 8.07174e-06 9.03846e-06 8.1578e-06 5.31074e-06 0.0356196 1.27749e-35 1.91168e-05 4.35604e-05 5.1789e-06 2.37044e-35 4.81569e-35 9.25987e-06 6.52016e-06 1.20583e-05 5.71604e-06 6.26518e-06 1.08283e-34 0 6.55367e-06 1.18698e-05 7.6e-06 6.79037e-06 6.92654e-06 1.15649e-05 6.67154e-06 7.33913e-06 5.71527e-06 9.99963e-06 1.05902e-05 5.26616e-06 8.97835e-06 5.07555e-06 0 7.70968e-06 Variance: 6.10802e-06 Variances/cluster: 0 3.16869e-07 7.21475e-08 4.47958e-08 5.80651e-08 5.10484e-08 2.97705e-08 4.38866e-08 0.035575 0 6.37016e-08 2.7222e-06 4.27868e-08 0 2.67973e-31 3.37922e-08 2.96345e-08 4.69044e-08 2.44248e-08 3.55943e-08 0 0 5.50694e-08 7.06319e-08 4.52235e-08 5.06693e-08 3.34586e-08 3.50336e-08 2.44357e-08 2.80092e-08 2.99194e-08 2.98471e-08 4.41221e-08 6.12161e-08 4.75001e-08 2.49998e-08 0 2.61322e-08 -------------------------------------------------------------- Initialization seed trial #58 of 1000; initialization seed = 493577283 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 505352 Distortion: 0.035919 Distortions/cluster: 4.85621e-06 4.78816e-06 2.37044e-35 1.39698e-05 3.0081e-06 3.89974e-06 1.379e-05 3.1695e-05 1.76269e-05 7.15658e-06 1.27749e-35 3.36561e-06 1.42895e-05 5.40814e-06 5.82133e-06 6.65494e-06 6.23954e-06 6.28292e-06 4.81569e-35 1.18806e-05 7.71877e-06 4.71893e-06 4.33566e-06 6.92557e-06 4.09212e-06 4.75901e-06 6.64335e-06 1.08283e-34 1.23773e-05 5.81219e-06 3.60932e-06 4.35604e-05 0 0.0356196 6.36875e-06 5.15829e-06 5.11331e-06 1.75703e-05 Variance: 6.1066e-06 Variances/cluster: 3.70673e-08 1.29367e-07 0 3.39042e-08 3.62393e-08 2.56531e-08 5.76802e-08 3.10701e-07 6.24873e-08 3.13782e-08 0 3.82422e-08 4.34192e-08 3.40104e-08 4.18761e-08 3.10877e-08 2.66624e-08 2.3097e-08 2.67973e-31 3.27258e-08 3.03862e-08 3.37028e-08 4.20912e-08 3.82596e-08 2.2117e-08 2.41548e-08 5.7749e-08 0 3.3359e-08 5.53493e-08 5.30736e-08 2.7222e-06 0 0.035575 2.76878e-08 4.40842e-08 1.7043e-07 5.74011e-08 -------------------------------------------------------------- Initialization seed trial #59 of 1000; initialization seed = 493577284 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 717166 Distortion: 0.000303205 Distortions/cluster: 5.06642e-06 9.64317e-35 4.042e-06 4.12288e-06 1.08283e-34 4.81569e-35 5.80663e-06 1.03963e-05 1.27749e-35 8.10683e-06 1.56888e-05 4.36701e-06 6.84801e-06 3.43637e-06 4.0331e-06 1.73823e-05 9.83358e-06 8.60425e-06 5.87424e-06 3.7761e-06 1.59379e-05 8.25637e-06 1.11326e-05 8.43916e-06 3.38104e-05 3.26701e-06 6.30045e-06 2.37044e-35 1.14431e-05 7.45421e-06 3.61463e-06 0 4.35604e-05 0 7.40645e-06 6.47388e-06 5.79317e-06 1.29304e-05 Variance: 5.15479e-08 Variances/cluster: 3.05179e-08 6.86694e-32 3.06176e-08 2.69446e-08 0 2.67973e-31 4.50087e-08 4.87934e-08 0 5.7901e-08 3.98063e-08 2.5991e-08 1.55588e-07 2.16098e-08 2.21575e-08 6.34191e-08 3.1414e-08 7.48127e-08 5.38888e-08 2.62206e-08 4.41347e-08 2.92754e-08 4.43492e-08 6.54146e-08 3.13025e-07 2.05454e-08 2.75105e-08 0 5.49975e-08 3.34238e-08 2.24491e-08 0 2.7222e-06 0 3.36627e-08 3.08253e-08 2.51855e-08 4.95259e-08 -------------------------------------------------------------- Initialization seed trial #60 of 1000; initialization seed = 493577285 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 66 BIC score: 504803 Distortion: 0.0361782 Distortions/cluster: 1.27749e-35 5.35842e-06 7.13964e-06 9.66749e-06 9.60803e-06 9.34668e-06 7.24883e-06 7.2673e-06 4.89178e-06 1.08283e-34 0.0356196 4.35604e-05 2.37044e-35 3.84922e-06 7.00154e-06 7.69393e-06 7.19216e-06 0 4.99325e-06 5.77793e-06 5.00527e-06 1.19862e-05 6.83694e-06 1.01931e-05 5.39264e-06 6.13141e-06 6.38666e-06 5.97219e-06 6.98283e-06 6.01881e-06 1.21856e-05 6.59346e-06 4.88536e-06 1.22668e-05 5.71392e-06 0 0.000296364 9.12283e-06 Variance: 6.15066e-06 Variances/cluster: 0 2.52726e-08 4.40576e-08 3.30971e-08 2.73709e-08 5.13515e-08 5.94112e-08 5.18938e-08 4.25232e-08 0 0.035575 2.7222e-06 0 5.92139e-08 2.82296e-08 2.85995e-08 4.858e-08 0 4.45788e-08 3.00899e-08 3.76305e-08 4.53986e-08 3.27096e-08 2.95425e-08 1.7394e-07 2.87834e-08 2.9429e-08 2.50905e-08 5.17084e-08 3.11824e-08 4.28929e-08 4.48388e-08 2.71381e-08 4.28771e-08 1.428e-07 0 2.99326e-06 3.75392e-08 -------------------------------------------------------------- Initialization seed trial #61 of 1000; initialization seed = 493577286 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 566348 Distortion: 0.00901429 Distortions/cluster: 5.22541e-06 6.49509e-06 4.23287e-06 1.27749e-35 4.06406e-06 5.91942e-06 1.08283e-34 8.76818e-06 2.93459e-05 9.19216e-06 4.84932e-06 5.88984e-06 1.04221e-05 6.17174e-06 4.81569e-35 4.41807e-06 1.43695e-05 5.30316e-06 1.0617e-05 4.63227e-06 1.2289e-05 1.44708e-05 4.35604e-05 9.41563e-06 6.06159e-06 9.23755e-06 0 5.76139e-06 4.77102e-06 5.32287e-06 7.00055e-06 8.55726e-06 0.00872182 3.06741e-06 5.36898e-06 5.95481e-06 6.2995e-06 5.41908e-06 Variance: 1.53252e-06 Variances/cluster: 3.26557e-08 1.58403e-07 4.31891e-08 0 2.98802e-08 2.49743e-08 0 2.61714e-08 3.29693e-07 4.71241e-08 4.94799e-08 1.43607e-07 5.31567e-08 4.05999e-08 2.67973e-31 4.24778e-08 4.83666e-08 3.81489e-08 3.00738e-08 2.5876e-08 3.59209e-08 4.41039e-08 2.7222e-06 5.34817e-08 5.46041e-08 5.24691e-08 0 3.23641e-08 4.22176e-08 2.92431e-08 2.83398e-08 3.55042e-08 0.156503 3.65139e-08 2.9019e-08 2.49128e-08 3.23024e-08 2.48552e-08 -------------------------------------------------------------- Initialization seed trial #62 of 1000; initialization seed = 493577287 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 504934 Distortion: 0.0361904 Distortions/cluster: 5.80012e-06 5.35688e-06 3.69934e-06 5.00188e-06 6.35379e-06 4.9747e-06 1.08283e-34 2.94524e-05 0.000289036 2.37044e-35 5.82062e-06 6.18568e-06 0.0356196 6.27231e-06 3.55862e-06 6.2844e-06 4.94459e-06 6.15816e-06 4.67043e-05 5.1207e-06 8.94976e-06 3.01554e-06 4.93351e-06 2.30075e-05 2.54181e-05 4.58195e-06 5.39104e-06 1.86465e-05 4.04233e-06 4.34624e-06 5.39349e-06 6.10207e-06 5.73559e-06 3.42383e-06 3.9603e-06 0 1.27749e-35 3.20226e-06 Variance: 6.15274e-06 Variances/cluster: 2.52157e-08 2.87979e-08 2.88977e-08 2.5388e-08 3.80432e-08 3.65757e-08 0 5.5869e-08 3.07454e-06 0 2.29138e-08 3.93956e-08 0.035575 4.44806e-08 2.15649e-08 1.49579e-07 3.01473e-08 5.44922e-08 2.74699e-06 3.22025e-08 2.79653e-07 3.72259e-08 2.54279e-08 6.68614e-08 4.6453e-08 2.43694e-08 3.45551e-08 6.31882e-08 2.44961e-08 4.57461e-08 3.93651e-08 2.4803e-08 3.49699e-08 3.1123e-08 4.00006e-08 0 0 2.10657e-08 -------------------------------------------------------------- Initialization seed trial #63 of 1000; initialization seed = 493577288 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 500485 Distortion: 0.0398275 Distortions/cluster: 8.43566e-06 6.08487e-06 8.64428e-06 0.00391362 4.35604e-05 7.88215e-06 9.98795e-06 1.08676e-05 6.28222e-06 3.57815e-06 3.06436e-06 4.07773e-06 5.6548e-06 3.1695e-05 7.86563e-06 0.0356196 6.50777e-06 7.77562e-06 6.69085e-06 6.74391e-06 1.28199e-05 1.0312e-05 7.48384e-06 7.29379e-06 3.60428e-06 7.15958e-06 3.33044e-06 6.70102e-06 8.92687e-06 4.81569e-35 5.5155e-06 2.37044e-35 8.35657e-06 1.18633e-05 0 5.11331e-06 1.04572e-05 0 Variance: 6.77108e-06 Variances/cluster: 5.8576e-08 4.98594e-08 3.44364e-08 0.00391989 2.7222e-06 5.18408e-08 5.17471e-08 3.33254e-08 2.6065e-08 2.9568e-08 2.4318e-08 2.66487e-08 4.45115e-08 3.10701e-07 4.49318e-08 0.035575 2.87929e-08 3.5502e-08 4.26135e-08 2.27048e-08 3.96773e-08 3.22218e-08 4.45324e-08 4.797e-08 2.158e-08 3.39285e-08 2.23494e-08 4.11069e-08 3.39395e-08 2.67973e-31 1.37842e-07 0 5.1251e-08 3.36995e-08 0 1.7043e-07 4.48771e-08 0 -------------------------------------------------------------- Initialization seed trial #64 of 1000; initialization seed = 493577289 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 718633 Distortion: 0.00029711 Distortions/cluster: 3.41863e-06 1.24447e-05 6.9453e-06 1.44621e-05 4.81569e-35 6.5036e-06 1.41674e-05 5.38875e-06 8.42786e-06 1.27749e-35 0 5.17169e-06 1.10406e-05 6.59861e-06 4.869e-06 6.78307e-06 7.05057e-06 9.64317e-35 2.92108e-05 5.72353e-06 4.35604e-05 9.09383e-06 2.37044e-35 0 5.73081e-06 6.77455e-06 7.64474e-06 7.28286e-06 1.08283e-34 8.05384e-06 8.89871e-06 1.29809e-05 7.35429e-06 7.71513e-06 0 6.21175e-06 5.83568e-06 1.17659e-05 Variance: 5.05116e-08 Variances/cluster: 3.79818e-08 2.9073e-08 3.18487e-08 3.45953e-08 2.67973e-31 4.64394e-08 4.75373e-08 4.14384e-08 2.53066e-08 0 0 4.92511e-08 4.26142e-08 5.49836e-08 5.07031e-08 1.61488e-07 3.59681e-08 6.86694e-32 3.31905e-07 4.03033e-08 2.7222e-06 4.0766e-08 0 0 4.40794e-08 4.63858e-08 4.52205e-08 5.20048e-08 0 3.38367e-08 3.03684e-08 3.38896e-08 2.78548e-08 3.97654e-08 0 3.32071e-08 1.42286e-07 3.29544e-08 -------------------------------------------------------------- Initialization seed trial #65 of 1000; initialization seed = 493577290 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 600051 Distortion: 0.00420737 Distortions/cluster: 5.34644e-06 6.82859e-06 1.26274e-05 1.00836e-05 9.64317e-35 4.81569e-35 3.58963e-06 3.46292e-06 4.52379e-06 6.07479e-06 1.22602e-05 2.37044e-35 1.2017e-05 4.3868e-06 8.58142e-06 0 7.06561e-06 4.95685e-06 6.1066e-06 0.00391362 6.17461e-06 7.43225e-06 3.14299e-05 5.52924e-06 5.8572e-06 5.83568e-06 6.3741e-06 1.01681e-05 1.0051e-05 8.55968e-06 9.78925e-06 4.35604e-05 8.12143e-06 7.3158e-06 5.11331e-06 5.13146e-06 4.43506e-06 4.95449e-06 Variance: 7.15295e-07 Variances/cluster: 4.90347e-08 4.80732e-08 4.35286e-08 3.33785e-08 6.86694e-32 2.67973e-31 2.31562e-08 2.42137e-08 2.25037e-08 4.40058e-08 4.28537e-08 0 4.56884e-08 2.18229e-08 5.91772e-08 0 5.04535e-08 3.04075e-08 3.52945e-08 0.00391989 4.57228e-08 4.47582e-08 3.11154e-07 3.21437e-08 4.01145e-08 1.42286e-07 5.3559e-08 5.18741e-08 3.15049e-08 3.22979e-08 3.62533e-08 2.7222e-06 2.85941e-08 2.84637e-08 1.7043e-07 3.56311e-08 2.62407e-08 2.47703e-08 -------------------------------------------------------------- Initialization seed trial #66 of 1000; initialization seed = 493577291 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 722531 Distortion: 0.000272571 Distortions/cluster: 8.3191e-06 5.73081e-06 1.27129e-05 4.81569e-35 8.66831e-06 9.94755e-06 2.45348e-05 3.33344e-06 1.27506e-05 1.59192e-05 1.19026e-05 5.1876e-06 8.0851e-06 1.45422e-05 4.5437e-06 7.58989e-06 8.8712e-06 0 8.10521e-06 6.16759e-06 6.79694e-06 9.89451e-06 5.96805e-06 7.40612e-06 1.26035e-05 7.7129e-06 9.58233e-06 1.08283e-34 9.64317e-35 6.59861e-06 1.27749e-35 7.02634e-06 1.19873e-05 4.56695e-06 2.37044e-35 0 0 5.5155e-06 Variance: 4.63398e-08 Variances/cluster: 5.13359e-08 4.40794e-08 4.45919e-08 2.67973e-31 9.63048e-08 3.16773e-08 2.72576e-06 3.7877e-08 3.42728e-08 7.5794e-07 4.25055e-08 3.75883e-08 2.42048e-08 3.52935e-08 4.24618e-08 3.95273e-08 4.69225e-08 0 5.19409e-08 3.11459e-08 4.35559e-08 5.23351e-08 3.14071e-08 2.78401e-08 3.35167e-08 4.10224e-08 3.30317e-08 0 6.86694e-32 5.49836e-08 0 2.48252e-08 4.24944e-08 1.69132e-07 0 0 0 1.37842e-07 -------------------------------------------------------------- Initialization seed trial #67 of 1000; initialization seed = 493577292 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 23 BIC score: 692065 Distortion: 0.000536182 Distortions/cluster: 7.36662e-06 8.16532e-06 4.07642e-06 3.63621e-06 0 5.23023e-06 6.15243e-06 2.37044e-35 3.19128e-06 4.56695e-06 6.82287e-06 6.39668e-06 5.07584e-06 0.000272566 8.03394e-06 9.64317e-35 1.19758e-05 4.89018e-06 6.71126e-06 6.93789e-06 9.74683e-06 1.93413e-05 1.27749e-35 1.89449e-05 6.2844e-06 4.24417e-06 6.60439e-06 1.08283e-34 1.43769e-05 0 1.59192e-05 4.35953e-06 2.45348e-05 7.25169e-06 1.07679e-05 3.95808e-06 1.08712e-05 7.18093e-06 Variance: 9.11564e-08 Variances/cluster: 2.79014e-08 3.43051e-08 2.51601e-08 2.90863e-08 0 2.69573e-08 4.15668e-08 0 3.71049e-08 1.69132e-07 2.76206e-08 3.38416e-08 4.37535e-08 3.13264e-06 3.31952e-08 6.86694e-32 3.40192e-08 3.82014e-08 2.37126e-08 3.94165e-08 4.77632e-08 4.38433e-08 0 4.44573e-08 1.49579e-07 4.20189e-08 5.50318e-08 0 5.86629e-08 0 7.5794e-07 2.382e-08 2.72576e-06 3.31097e-08 5.54871e-08 2.22338e-08 5.40683e-08 3.05545e-08 -------------------------------------------------------------- Initialization seed trial #68 of 1000; initialization seed = 493577293 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 500771 Distortion: 0.0398237 Distortions/cluster: 7.36315e-06 0.00391362 8.23771e-06 6.72404e-06 6.83911e-06 6.24315e-06 6.4691e-06 1.15187e-05 7.16122e-06 5.51717e-06 0.0356196 7.23132e-06 2.37116e-05 1.07887e-05 3.22994e-06 5.69655e-06 7.28921e-06 1.00962e-05 6.91706e-06 1.2463e-05 1.26459e-05 1.07424e-05 4.35604e-05 2.37044e-35 1.09943e-05 5.83357e-06 1.01685e-05 0 6.08882e-06 4.48765e-06 8.48115e-06 4.81569e-35 5.72443e-06 5.42002e-06 4.81021e-06 0 2.94549e-06 5.1538e-06 Variance: 6.77044e-06 Variances/cluster: 3.95835e-08 0.00391989 3.24291e-08 5.51103e-08 3.28773e-08 3.20131e-08 3.02264e-08 3.83828e-07 3.11321e-08 4.37833e-08 0.035575 2.79178e-08 2.49572e-07 4.14814e-08 3.71228e-08 4.66889e-08 4.85792e-08 5.28429e-08 4.54934e-08 3.43303e-08 3.20121e-08 4.1463e-08 2.7222e-06 0 2.85542e-08 3.31345e-08 2.75536e-08 0 3.05871e-08 4.23337e-08 4.63302e-08 2.67973e-31 2.53271e-08 4.13607e-08 1.65857e-07 0 1.1778e-07 3.70746e-08 -------------------------------------------------------------- Initialization seed trial #69 of 1000; initialization seed = 493577294 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 564762 Distortion: 0.00928639 Distortions/cluster: 9.81121e-06 1.08283e-34 1.5647e-05 3.97695e-06 6.83195e-06 5.44809e-06 0.000296714 4.11763e-06 4.27976e-06 6.38009e-06 5.21626e-06 3.91755e-06 4.23824e-06 4.35604e-05 1.73823e-05 3.97766e-06 6.31719e-06 4.70586e-06 9.46802e-06 0 1.59795e-05 7.40191e-06 4.13003e-06 4.29016e-06 6.61737e-06 1.31251e-05 6.06024e-06 4.70592e-06 7.48549e-06 3.05045e-06 0.00872182 3.98389e-06 3.63984e-06 1.27749e-35 1.15687e-05 6.43195e-06 1.03091e-05 3.79557e-06 Variance: 1.57878e-06 Variances/cluster: 1.88625e-07 0 3.98015e-08 3.25949e-08 3.03616e-08 5.28908e-08 2.93745e-06 4.28884e-08 2.37743e-08 2.91303e-08 3.62211e-08 2.05089e-08 2.52254e-08 2.7222e-06 6.34191e-08 3.64891e-08 5.49273e-08 3.45987e-08 3.11417e-08 0 4.41277e-08 7.47609e-08 3.47031e-08 3.02088e-08 3.00763e-08 5.0272e-08 5.66326e-08 4.12767e-08 3.35643e-08 2.56318e-08 0.156503 2.44381e-08 2.27465e-08 0 5.50715e-08 2.61439e-08 4.86124e-08 2.15632e-08 -------------------------------------------------------------- Initialization seed trial #70 of 1000; initialization seed = 493577295 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 505842 Distortion: 0.0361883 Distortions/cluster: 1.22368e-05 7.94321e-06 8.04648e-06 1.28473e-05 1.08283e-34 8.3431e-06 6.45275e-06 6.73214e-06 1.25669e-05 1.05256e-05 6.35141e-06 1.21357e-05 6.74984e-06 1.27749e-35 2.37044e-35 0.000295506 0 5.3129e-06 0 7.84229e-06 4.35604e-05 0 0 0 0 8.82533e-06 1.21856e-05 8.8877e-06 9.55071e-06 1.09844e-05 0.0356196 5.39264e-06 1.08583e-05 5.2927e-06 6.96087e-06 3.39495e-06 5.71392e-06 1.75822e-05 Variance: 6.15239e-06 Variances/cluster: 2.86542e-08 4.99412e-08 4.32572e-08 3.20354e-08 0 5.45138e-08 3.70812e-08 5.56327e-08 3.33309e-08 5.36848e-08 3.06805e-08 4.27178e-08 3.35774e-08 0 0 3.04613e-06 0 3.84961e-08 0 6.03198e-08 2.7222e-06 0 0 0 0 5.13062e-08 4.28929e-08 4.70097e-08 3.30366e-08 3.19282e-08 0.035575 1.7394e-07 2.79108e-08 2.61991e-08 4.46064e-08 3.77187e-08 1.428e-07 4.05085e-08 -------------------------------------------------------------- Initialization seed trial #71 of 1000; initialization seed = 493577296 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 716004 Distortion: 0.000314249 Distortions/cluster: 4.69931e-06 5.78487e-06 4.60505e-06 5.50068e-06 4.24775e-06 7.34018e-06 6.1409e-06 4.25273e-06 5.43716e-06 1.08283e-34 4.64651e-06 6.21608e-06 5.49782e-06 4.35604e-05 3.07098e-06 2.66299e-06 0 1.27749e-35 9.19655e-06 3.20301e-05 4.91789e-06 9.64317e-35 4.81569e-35 3.01554e-06 2.37044e-35 1.87447e-05 4.81198e-06 6.03476e-06 2.33626e-05 5.4237e-06 3.28529e-05 5.64786e-06 4.04123e-06 5.4415e-06 0 3.00454e-05 5.16292e-06 9.85554e-06 Variance: 5.34255e-08 Variances/cluster: 2.74789e-08 3.21353e-08 3.62573e-08 2.57017e-08 4.20544e-08 5.51843e-08 5.48247e-08 2.12618e-08 3.21692e-08 0 3.44155e-08 3.34166e-08 2.92403e-08 2.7222e-06 2.49651e-08 3.13265e-08 0 0 2.91929e-08 5.66719e-08 2.20514e-08 6.86694e-32 2.67973e-31 3.72259e-08 0 6.33065e-08 2.53232e-08 2.55688e-08 6.76965e-08 3.92988e-08 3.12848e-07 2.80964e-08 4.29881e-08 3.48785e-08 0 5.66712e-08 2.31495e-08 2.18977e-07 -------------------------------------------------------------- Initialization seed trial #72 of 1000; initialization seed = 493577297 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 504916 Distortion: 0.0359161 Distortions/cluster: 4.81569e-35 5.68817e-06 8.09382e-06 1.09355e-05 6.04017e-06 6.68147e-06 6.82135e-06 3.35567e-05 9.87221e-06 1.27718e-05 5.64436e-06 8.53172e-06 4.76267e-06 3.99027e-06 1.27749e-35 7.29988e-06 1.30409e-05 4.27295e-06 5.56548e-06 4.74043e-06 8.43566e-06 6.27668e-06 7.12292e-06 2.37044e-35 8.7065e-06 7.19965e-06 1.08283e-34 6.66838e-06 4.35604e-05 5.09454e-06 6.08582e-06 5.06996e-06 0.0356196 6.78684e-06 9.2094e-06 1.05156e-05 7.52492e-06 0 Variance: 6.10611e-06 Variances/cluster: 2.67973e-31 2.52785e-08 3.89002e-08 4.25366e-08 3.29956e-08 2.41187e-08 4.76865e-08 3.13581e-07 9.14022e-08 4.6104e-08 2.93881e-08 3.03591e-08 4.21337e-08 3.7632e-08 0 5.21264e-08 4.64046e-08 4.40367e-08 3.54448e-08 2.34647e-08 5.8576e-08 3.01737e-08 1.58239e-07 0 3.67331e-08 2.59892e-08 0 3.28463e-08 2.7222e-06 4.10715e-08 3.38064e-08 2.44898e-08 0.035575 2.78125e-08 3.09014e-08 5.25741e-08 5.18797e-08 0 -------------------------------------------------------------- Initialization seed trial #73 of 1000; initialization seed = 493577298 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 690840 Distortion: 0.000547958 Distortions/cluster: 5.39322e-06 5.36474e-06 5.5133e-06 0 7.76631e-06 6.72947e-06 7.81647e-06 5.8496e-06 0.000278421 4.4447e-06 3.40605e-06 5.08799e-06 1.59192e-05 4.70274e-06 2.54121e-05 9.64317e-35 4.41827e-06 5.64582e-06 5.81565e-06 8.76281e-06 4.50916e-06 1.08283e-34 1.27749e-35 3.32595e-06 1.09004e-05 7.80515e-06 7.25457e-06 6.59861e-06 5.53448e-06 3.63114e-06 2.45348e-05 1.22116e-05 2.0997e-05 5.96285e-06 2.37044e-35 1.13864e-05 1.68373e-05 0 Variance: 9.31585e-08 Variances/cluster: 2.82343e-08 3.193e-08 2.5172e-08 0 3.43612e-08 4.54654e-08 2.83181e-08 2.33963e-08 2.72933e-06 2.9238e-08 2.66069e-08 2.56946e-08 7.5794e-07 3.15592e-08 5.93544e-08 6.86694e-32 3.04677e-08 4.41041e-08 5.38453e-08 6.8454e-08 2.25432e-08 0 0 3.82264e-08 5.47582e-08 3.96167e-08 3.06073e-08 5.49836e-08 2.79494e-08 2.6121e-08 2.72576e-06 5.10782e-08 4.66449e-08 2.85279e-08 0 5.47247e-08 7.44783e-08 0 -------------------------------------------------------------- Initialization seed trial #74 of 1000; initialization seed = 493577299 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 71 BIC score: 505806 Distortion: 0.0358998 Distortions/cluster: 8.44047e-06 6.86464e-06 5.68532e-06 1.64477e-05 6.25753e-06 1.35233e-05 0.0356196 1.01969e-05 8.18003e-06 7.95262e-06 1.27749e-35 4.81569e-35 2.45348e-05 2.37044e-35 4.98239e-06 1.0754e-05 5.76439e-06 1.08283e-34 7.16103e-06 1.15428e-05 6.07221e-06 6.48354e-06 1.65072e-05 9.23797e-06 7.96166e-06 6.37436e-06 0 9.93224e-06 6.63887e-06 5.61485e-06 1.00881e-05 0 6.12398e-06 1.59192e-05 6.77116e-06 0 0 1.82637e-05 Variance: 6.10334e-06 Variances/cluster: 6.54247e-08 2.43405e-08 2.87112e-08 4.1106e-08 3.00807e-08 5.70422e-08 0.035575 5.57042e-08 4.32767e-08 2.89162e-08 0 2.67973e-31 2.72576e-06 0 3.07528e-08 4.38903e-08 3.22005e-08 0 2.59435e-08 1.17772e-07 4.56518e-08 1.50732e-07 4.29733e-08 5.21751e-08 5.72732e-08 3.62145e-08 0 2.74339e-08 2.91153e-08 3.06796e-08 3.20224e-08 0 5.51676e-08 7.5794e-07 3.19366e-08 0 0 5.51595e-08 -------------------------------------------------------------- Initialization seed trial #75 of 1000; initialization seed = 493577300 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 722172 Distortion: 0.000271346 Distortions/cluster: 8.72235e-06 3.39247e-06 1.27749e-35 7.80249e-06 8.07799e-06 7.12208e-06 1.08283e-34 5.97081e-06 1.18876e-05 3.55052e-06 3.56038e-06 0 7.35649e-06 1.35225e-05 3.90783e-06 4.56695e-06 4.81569e-35 9.64317e-35 5.83568e-06 2.45348e-05 4.84056e-06 8.39942e-06 7.93033e-06 1.03349e-05 8.66855e-06 5.67647e-06 3.83282e-06 1.38655e-05 1.16765e-05 6.15109e-06 1.41184e-05 5.40001e-06 5.67809e-06 1.51538e-05 1.59192e-05 7.83821e-06 2.37044e-35 6.05129e-06 Variance: 4.61316e-08 Variances/cluster: 5.12913e-08 2.62959e-08 0 5.06495e-08 5.24387e-08 3.39117e-08 0 2.61855e-08 4.05685e-08 2.06401e-08 3.29635e-08 0 2.78631e-08 3.76641e-08 2.38257e-08 1.69132e-07 2.67973e-31 6.86694e-32 1.42286e-07 2.72576e-06 4.2078e-08 9.43662e-08 4.4538e-08 4.76111e-08 5.85663e-08 2.86657e-08 2.90331e-08 3.80798e-08 5.4815e-08 2.67413e-08 4.73735e-08 2.93453e-08 3.3997e-08 4.24337e-08 7.5794e-07 3.53042e-08 0 2.2662e-08 -------------------------------------------------------------- Initialization seed trial #76 of 1000; initialization seed = 493577301 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 505481 Distortion: 0.0358921 Distortions/cluster: 1.4863e-05 1.05533e-05 9.48691e-06 4.20143e-06 1.05102e-05 1.00229e-05 8.9766e-06 1.14973e-05 6.12055e-06 3.41934e-06 9.74038e-06 1.53139e-05 5.48336e-06 8.85996e-06 1.59192e-05 2.37044e-35 1.16954e-05 4.81569e-35 4.56695e-06 1.27749e-35 4.40196e-06 6.59646e-06 6.47998e-06 6.179e-06 0 6.5632e-06 0.0356196 7.27356e-06 8.39942e-06 0 6.12545e-06 1.08283e-34 6.09294e-06 9.66353e-06 7.92634e-06 5.24399e-06 2.45348e-05 5.83568e-06 Variance: 6.10202e-06 Variances/cluster: 3.89978e-08 4.10598e-08 4.27302e-08 2.1434e-08 2.98561e-08 5.24591e-08 5.1871e-08 4.80903e-08 4.56718e-08 2.99915e-08 4.77316e-08 4.27622e-08 3.8342e-08 5.40079e-08 7.5794e-07 0 3.9508e-08 2.67973e-31 1.69132e-07 0 2.43181e-08 2.4703e-08 2.93186e-08 2.9562e-08 0 3.74996e-08 0.035575 2.88609e-08 9.43662e-08 0 3.32876e-08 0 2.7946e-08 3.11697e-08 5.74323e-08 4.48176e-08 2.72576e-06 1.42286e-07 -------------------------------------------------------------- Initialization seed trial #77 of 1000; initialization seed = 493577302 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 718161 Distortion: 0.000298173 Distortions/cluster: 1.2289e-05 0 9.80907e-06 4.35604e-05 5.50124e-06 5.59044e-06 9.66197e-06 5.32624e-06 4.81569e-35 9.19216e-06 6.92452e-06 9.1748e-06 7.51761e-06 1.04221e-05 9.67038e-06 7.09304e-06 9.23755e-06 5.7841e-06 6.28068e-06 3.14299e-05 3.5604e-06 4.68598e-06 6.02111e-06 5.11331e-06 8.89789e-06 5.6766e-06 1.10807e-05 8.39579e-06 1.42053e-05 6.0285e-06 1.27749e-35 9.64317e-35 2.37044e-35 0 5.67235e-06 1.43695e-05 1.08283e-34 0 Variance: 5.06924e-08 Variances/cluster: 3.59209e-08 0 3.64618e-08 2.7222e-06 2.87998e-08 3.0714e-08 5.11176e-08 2.70336e-08 2.67973e-31 4.71241e-08 2.54555e-08 4.22768e-08 3.31144e-08 5.31567e-08 5.46184e-08 5.62891e-08 5.24691e-08 1.41029e-07 2.71865e-08 3.11154e-07 3.82808e-08 3.08261e-08 2.43743e-08 1.7043e-07 2.83348e-08 3.88777e-08 3.9013e-08 2.91495e-08 4.34269e-08 2.94039e-08 0 6.86694e-32 0 0 3.63576e-08 4.83666e-08 0 0 -------------------------------------------------------------- Initialization seed trial #78 of 1000; initialization seed = 493577303 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 717697 Distortion: 0.000304797 Distortions/cluster: 7.80983e-06 5.6675e-06 7.12292e-06 3.35567e-05 1.27749e-35 3.55901e-06 6.9705e-06 9.64317e-35 6.84102e-06 9.54125e-06 1.20668e-05 9.8181e-06 9.93173e-06 0 2.37044e-35 1.08283e-34 7.21378e-06 5.40437e-06 1.15566e-05 9.75334e-06 1.1286e-05 7.17241e-06 1.47672e-05 0 8.08253e-06 0 7.28876e-06 9.00233e-06 8.8571e-06 1.0217e-05 6.88168e-06 4.35604e-05 1.04563e-05 0 4.81569e-35 7.96204e-06 1.24497e-05 0 Variance: 5.18186e-08 Variances/cluster: 5.0047e-08 4.92673e-08 1.58239e-07 3.13581e-07 0 3.8266e-08 5.62088e-08 6.86694e-32 4.4992e-08 3.30039e-08 2.8659e-08 4.38273e-08 3.1034e-08 0 0 0 3.41855e-08 4.35693e-08 4.18583e-08 3.45833e-08 3.11742e-08 5.19584e-08 4.74787e-08 0 4.59087e-08 0 3.68077e-08 2.79551e-08 5.08989e-08 9.54789e-08 2.99177e-08 2.7222e-06 3.22692e-08 0 2.67973e-31 2.61027e-08 4.38226e-08 0 -------------------------------------------------------------- Initialization seed trial #79 of 1000; initialization seed = 493577304 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 717522 Distortion: 0.000301944 Distortions/cluster: 1.89749e-05 7.36584e-06 8.72755e-06 4.1144e-06 9.40761e-06 4.61867e-06 6.36002e-06 6.68995e-06 0 4.66474e-06 4.81569e-35 4.1647e-06 1.08283e-34 1.58438e-05 5.11331e-06 5.14418e-06 1.27749e-35 5.49186e-06 5.0059e-06 7.6952e-06 9.64317e-35 1.60484e-05 3.14299e-05 2.37044e-35 4.00234e-06 1.54396e-05 5.35892e-06 4.35604e-05 3.56735e-06 6.12218e-06 4.39842e-06 6.5824e-06 0 7.31653e-06 2.23003e-05 6.06113e-06 3.79007e-06 6.58312e-06 Variance: 5.13335e-08 Variances/cluster: 6.43017e-08 3.3941e-08 5.10344e-08 2.46342e-08 3.0943e-08 2.90457e-08 5.52997e-08 3.02686e-08 0 2.30907e-08 2.67973e-31 3.03957e-08 0 4.35127e-08 1.7043e-07 2.48489e-08 0 2.51898e-08 4.0367e-08 4.25114e-08 6.86694e-32 4.01081e-08 3.11154e-07 0 2.29995e-08 5.95931e-08 2.99355e-08 2.7222e-06 3.83556e-08 3.23895e-08 2.58708e-08 2.78891e-08 0 6.25286e-08 5.67256e-08 1.44265e-07 2.20327e-08 2.86198e-08 -------------------------------------------------------------- Initialization seed trial #80 of 1000; initialization seed = 493577305 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 505099 Distortion: 0.0359212 Distortions/cluster: 1.20666e-05 4.57674e-06 9.12709e-06 0.0356196 3.31217e-05 9.77637e-06 2.37044e-35 7.87275e-06 1.28636e-05 4.81569e-35 8.61535e-06 5.37863e-06 1.36152e-05 6.89506e-06 9.20442e-06 8.10144e-06 3.60989e-06 5.80299e-06 5.88557e-06 3.93812e-06 6.9628e-06 1.08283e-34 1.27749e-35 6.13852e-06 3.73731e-06 4.99739e-06 1.14229e-05 1.24385e-05 8.20343e-06 9.48688e-06 8.05137e-06 8.01048e-06 4.35604e-05 6.43764e-06 0 0 6.61714e-06 5.15752e-06 Variance: 6.10697e-06 Variances/cluster: 4.57032e-08 2.5144e-08 3.03199e-08 0.035575 3.12436e-07 8.57512e-08 0 3.20003e-08 6.24251e-08 2.67973e-31 5.90043e-08 3.4923e-08 4.00317e-08 3.43008e-08 4.79243e-08 8.52706e-08 2.0864e-08 2.54495e-08 3.26945e-08 2.93862e-08 2.39251e-08 0 0 4.38322e-08 2.44244e-08 2.95669e-08 3.33975e-08 5.60113e-08 4.82405e-08 5.07281e-08 3.25859e-08 4.14913e-08 2.7222e-06 2.56457e-08 0 0 1.53838e-07 2.61777e-08 -------------------------------------------------------------- Initialization seed trial #81 of 1000; initialization seed = 493577306 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 716520 Distortion: 0.000313374 Distortions/cluster: 1.86771e-05 8.61664e-06 3.58104e-05 9.37031e-06 8.11884e-06 1.03418e-05 6.83353e-06 9.6044e-06 3.74604e-06 9.29634e-06 7.44124e-06 4.35604e-05 8.02929e-06 9.64317e-35 1.08283e-34 1.14046e-05 8.61543e-06 7.3187e-06 4.81569e-35 1.07354e-05 8.13273e-06 7.69197e-06 2.37044e-35 0 8.9274e-06 0 9.50047e-06 0 8.53198e-06 1.27749e-35 1.1843e-05 1.1381e-05 0 1.44406e-05 0 6.90297e-06 0 8.5011e-06 Variance: 5.32767e-08 Variances/cluster: 5.72727e-08 3.39208e-08 3.16869e-07 3.04205e-08 4.97928e-08 4.1697e-08 2.77762e-08 5.16199e-08 3.90182e-08 5.02466e-08 4.76849e-08 2.7222e-06 3.3176e-08 6.86694e-32 0 3.17649e-08 5.31643e-08 6.65278e-08 2.67973e-31 7.01453e-08 2.43473e-08 3.11379e-08 0 0 4.17134e-08 0 2.76949e-08 0 8.88681e-08 0 4.48455e-08 3.36681e-08 0 4.28365e-08 0 5.56642e-08 0 3.18365e-08 -------------------------------------------------------------- Initialization seed trial #82 of 1000; initialization seed = 493577307 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 64 BIC score: 501097 Distortion: 0.0398355 Distortions/cluster: 1.21022e-05 5.14262e-06 1.34903e-05 8.92782e-06 1.49358e-05 4.34819e-06 1.34316e-05 7.57977e-06 4.35604e-05 3.1695e-05 8.34731e-06 2.37044e-35 7.40868e-06 9.24263e-06 0 1.58773e-05 8.74063e-06 6.35962e-06 0 4.81569e-35 7.22413e-06 0 0 4.72225e-06 7.91404e-06 1.11519e-05 0.0356196 5.11852e-06 8.37492e-06 6.24749e-06 5.8763e-06 7.84147e-06 0.00391362 5.14546e-06 0 4.73757e-06 5.5155e-06 1.12891e-05 Variance: 6.77244e-06 Variances/cluster: 5.5006e-08 4.32011e-08 3.76792e-08 5.91196e-08 3.91889e-08 2.32499e-08 4.66338e-08 3.26686e-08 2.7222e-06 3.10701e-07 3.06856e-08 0 2.315e-07 4.61982e-08 0 4.38456e-08 5.23225e-08 3.45601e-08 0 2.67973e-31 4.98067e-08 0 0 2.36085e-08 4.94468e-08 3.79283e-08 0.035575 2.24477e-08 2.86787e-08 3.90424e-08 2.95266e-08 4.4794e-08 0.00391989 2.73663e-08 0 2.48019e-08 1.37842e-07 3.30062e-08 -------------------------------------------------------------- Initialization seed trial #83 of 1000; initialization seed = 493577308 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 26 BIC score: 718503 Distortion: 0.000297187 Distortions/cluster: 1.39955e-05 1.08283e-34 1.27749e-35 3.27727e-06 1.48115e-05 1.03679e-05 1.19799e-05 9.29147e-06 4.35604e-05 3.31608e-06 1.45303e-05 5.35958e-06 6.09273e-06 1.15749e-05 3.12324e-06 4.17588e-06 9.19216e-06 5.11331e-06 6.87847e-06 1.34576e-05 1.90504e-06 5.83568e-06 9.67038e-06 9.64317e-35 4.81569e-35 0 4.08083e-06 1.05852e-05 4.28978e-06 3.72678e-06 4.28686e-06 2.77811e-06 6.82469e-06 2.37044e-35 6.10472e-06 1.2272e-05 3.14299e-05 3.29901e-06 Variance: 5.05249e-08 Variances/cluster: 4.25255e-08 0 0 2.62159e-08 3.57735e-08 5.31516e-08 3.29086e-08 5.24772e-08 2.7222e-06 3.8556e-08 4.90731e-08 2.53979e-08 2.50702e-08 3.11966e-08 4.00381e-08 3.79594e-08 4.71241e-08 1.7043e-07 6.74297e-08 3.41535e-08 5.01283e-08 1.42286e-07 5.46184e-08 6.86694e-32 2.67973e-31 0 4.16375e-08 2.78534e-08 3.04213e-08 4.0506e-08 2.56676e-08 3.51632e-08 3.1739e-08 0 3.35393e-08 3.59765e-08 3.11154e-07 3.50928e-08 -------------------------------------------------------------- Initialization seed trial #84 of 1000; initialization seed = 493577309 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 566638 Distortion: 0.00899444 Distortions/cluster: 3.29391e-06 4.08657e-06 1.12413e-05 5.64582e-06 8.84713e-06 7.13813e-06 6.90975e-06 3.91185e-06 6.9073e-06 1.85131e-05 2.45348e-05 1.03745e-05 9.72935e-06 5.16326e-06 4.11281e-06 5.08818e-06 6.16317e-06 1.27749e-35 1.3051e-05 1.08283e-34 5.99981e-06 7.06923e-06 1.34667e-06 4.81569e-35 1.98724e-05 5.81565e-06 1.42826e-05 7.76586e-06 7.35782e-06 0 7.66796e-06 6.62799e-06 6.59861e-06 1.07336e-05 6.05652e-06 3.5312e-06 7.18754e-06 0.00872182 Variance: 1.52915e-06 Variances/cluster: 3.78581e-08 2.30855e-08 4.92882e-08 4.41041e-08 6.85769e-08 1.58576e-07 2.89086e-08 2.5073e-08 3.96935e-08 4.37521e-08 2.72576e-06 5.13426e-08 5.34408e-08 2.60744e-08 2.23496e-08 3.04655e-08 2.29949e-08 0 5.64803e-08 0 3.42813e-08 3.11392e-08 2.69242e-07 2.67973e-31 4.50473e-08 5.38453e-08 7.14025e-07 3.96184e-08 2.78681e-08 0 3.20807e-08 2.56876e-08 5.49836e-08 1.11797e-07 3.50056e-08 2.89409e-08 3.42234e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #85 of 1000; initialization seed = 493577310 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 490434 Distortion: 0.0491053 Distortions/cluster: 7.60051e-06 1.06489e-05 7.96685e-06 5.85243e-06 4.04659e-06 4.45633e-06 6.67331e-06 4.81473e-06 4.32312e-06 6.2844e-06 4.85691e-06 4.64806e-06 7.91022e-06 9.81308e-06 5.98831e-06 0.000296364 3.8142e-06 4.20525e-06 0.0446389 4.35604e-05 0.00391362 9.33517e-06 1.19097e-05 3.94018e-06 9.59708e-06 5.90414e-06 3.25496e-06 5.17437e-06 4.9338e-06 3.51285e-06 5.11331e-06 4.86703e-06 7.28534e-06 4.6824e-06 7.7211e-06 5.47663e-06 4.06128e-06 1.21772e-05 Variance: 8.3484e-06 Variances/cluster: 3.19321e-08 3.20722e-08 3.12324e-08 5.41844e-08 2.28597e-08 4.24376e-08 3.00574e-08 2.52058e-08 2.27506e-08 1.49579e-07 3.76472e-08 2.71791e-08 5.30728e-08 5.19044e-08 6.36996e-08 2.99326e-06 2.88929e-08 2.54834e-08 0.0422886 2.7222e-06 0.00391989 4.73714e-08 4.32936e-08 4.23649e-08 4.8949e-08 3.226e-08 3.69852e-08 2.63972e-08 3.10275e-08 2.83261e-08 1.7043e-07 2.19216e-08 3.08673e-08 2.55846e-08 5.04484e-08 4.1803e-08 3.56221e-08 4.12652e-08 -------------------------------------------------------------- Initialization seed trial #86 of 1000; initialization seed = 493577311 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 597625 Distortion: 0.00447121 Distortions/cluster: 4.50408e-06 7.70619e-06 6.4417e-06 7.03832e-06 7.50807e-06 1.07761e-05 6.65344e-06 3.29391e-06 4.89065e-06 6.42088e-06 0.00391362 1.01607e-05 1.23884e-05 8.51999e-06 1.03955e-05 8.38137e-06 5.11331e-06 6.03024e-06 9.64317e-35 4.35604e-05 5.34855e-06 5.78877e-06 6.06541e-06 2.37044e-35 0 5.37353e-06 9.97317e-06 1.14184e-05 6.54006e-06 8.87142e-06 4.63582e-06 7.13816e-06 5.6485e-06 4.95701e-06 0.000295506 4.53364e-06 0 6.00468e-06 Variance: 7.60151e-07 Variances/cluster: 4.09327e-08 2.46972e-08 4.2089e-08 3.11394e-08 5.03738e-08 3.31544e-08 3.10806e-08 3.78581e-08 4.4447e-08 3.29247e-08 0.00391989 3.57738e-08 3.31209e-08 2.92758e-08 2.84775e-08 3.80849e-08 1.7043e-07 3.33054e-08 6.86694e-32 2.7222e-06 5.294e-08 4.48596e-08 2.55902e-08 0 0 4.16416e-08 3.66629e-08 3.97818e-08 5.49537e-08 4.20307e-08 7.85668e-08 3.81687e-08 4.41251e-08 3.64456e-08 3.04613e-06 4.23679e-08 0 1.46407e-07 -------------------------------------------------------------- Initialization seed trial #87 of 1000; initialization seed = 493577312 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 600786 Distortion: 0.00417686 Distortions/cluster: 4.24543e-06 0 6.96172e-06 5.64026e-06 1.09522e-05 7.67999e-06 5.77824e-06 4.27414e-06 6.33257e-06 4.43326e-06 1.49888e-05 1.16378e-05 9.64317e-35 2.75265e-06 5.34767e-06 9.04139e-06 7.51477e-06 0.00391362 6.47119e-06 2.85499e-06 9.87137e-06 1.2253e-05 1.00412e-05 4.50263e-06 6.86241e-06 4.49388e-06 1.0061e-05 5.72207e-06 4.81569e-35 6.17589e-06 6.02366e-06 1.49539e-05 8.32153e-06 7.77263e-06 2.37044e-35 1.3089e-05 1.81136e-05 8.07174e-06 Variance: 7.10109e-07 Variances/cluster: 4.16193e-08 0 2.65691e-08 4.44077e-08 4.16297e-08 2.45346e-08 3.6337e-08 1.64378e-07 4.62083e-08 2.37047e-08 2.49796e-06 4.30892e-08 6.86694e-32 1.14655e-07 4.27674e-08 4.9402e-08 2.85708e-08 0.00391989 3.55527e-08 1.0977e-07 5.19379e-08 3.24985e-08 3.11809e-08 2.34485e-08 4.57358e-08 2.55304e-08 4.35506e-08 4.0293e-08 2.67973e-31 3.07158e-08 3.29055e-08 8.79503e-07 4.59605e-08 3.56511e-08 0 1.42257e-07 4.36434e-08 5.80651e-08 -------------------------------------------------------------- Initialization seed trial #88 of 1000; initialization seed = 493577313 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 721516 Distortion: 0.000274628 Distortions/cluster: 9.7091e-06 1.15687e-05 1.08142e-05 6.62175e-06 1.08283e-34 2.45348e-05 1.27749e-35 1.59192e-05 6.61633e-06 3.51555e-06 5.98685e-06 4.31444e-06 5.78481e-06 6.61653e-06 1.24826e-05 1.73159e-05 9.64317e-35 8.19002e-06 6.57289e-06 6.07804e-06 1.28042e-05 5.96554e-06 8.88358e-06 0 5.67085e-06 5.14658e-06 4.80089e-06 2.37044e-35 8.11561e-06 7.60813e-06 4.81569e-35 1.05273e-05 6.88448e-06 8.66803e-06 9.87978e-06 6.81312e-06 4.46395e-06 5.75403e-06 Variance: 4.66896e-08 Variances/cluster: 2.98715e-08 5.50715e-08 3.61563e-08 3.22984e-08 0 2.72576e-06 0 7.5794e-07 2.91443e-08 3.77987e-08 2.38499e-08 3.85183e-08 3.42184e-08 2.9667e-08 4.99148e-08 6.34082e-08 6.86694e-32 4.40288e-08 3.79903e-08 3.11669e-08 4.33897e-08 2.4248e-08 2.65945e-08 0 2.80706e-08 2.65265e-08 3.15818e-08 0 3.29874e-08 9.16571e-08 2.67973e-31 4.89486e-08 1.56417e-07 5.09845e-08 1.06224e-07 5.58403e-08 5.65006e-08 3.09327e-08 -------------------------------------------------------------- Initialization seed trial #89 of 1000; initialization seed = 493577314 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 89 BIC score: 600380 Distortion: 0.00421626 Distortions/cluster: 4.50346e-06 1.39535e-05 1.07742e-05 5.37732e-06 6.78785e-06 1.42488e-05 4.96113e-06 4.57222e-06 5.84769e-06 6.17966e-06 1.11206e-05 4.89207e-06 8.56047e-06 7.93987e-06 3.95767e-06 7.32344e-06 0.00391362 2.37044e-35 5.16689e-06 4.4748e-06 6.86844e-06 7.47585e-06 1.00005e-05 9.64317e-35 6.78516e-06 3.29049e-05 0 4.77909e-06 7.21408e-06 1.67861e-05 4.35604e-05 6.85631e-06 7.06019e-06 1.07072e-05 1.10025e-05 4.81569e-35 0 0 Variance: 7.16808e-07 Variances/cluster: 2.58735e-08 5.42896e-08 3.23523e-08 3.16285e-08 2.56115e-08 4.19049e-08 4.35044e-08 3.38572e-08 2.3866e-08 3.98561e-08 3.20447e-08 3.64962e-08 3.14696e-08 4.48436e-08 3.0909e-08 5.08421e-08 0.00391989 0 3.13041e-08 8.13327e-08 3.94694e-08 3.22207e-08 5.26174e-08 6.86694e-32 1.54164e-07 3.10391e-07 0 2.51509e-08 3.16379e-08 4.26003e-08 2.7222e-06 4.86107e-08 2.89319e-08 7.98983e-08 6.11199e-08 2.67973e-31 0 0 -------------------------------------------------------------- Initialization seed trial #90 of 1000; initialization seed = 493577315 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 689238 Distortion: 0.000568118 Distortions/cluster: 7.2923e-06 6.00958e-06 1.06048e-05 4.67043e-05 9.14766e-06 7.40608e-06 7.09304e-06 0.00029624 8.09302e-06 2.37044e-35 1.0241e-05 8.14725e-06 9.57552e-06 9.44089e-06 5.91355e-06 1.25831e-05 3.63124e-06 6.24331e-06 4.69222e-06 9.33265e-06 9.64317e-35 2.31169e-06 4.82703e-06 4.91571e-06 8.10647e-06 5.32673e-06 0 1.24861e-05 0 1.08283e-34 1.04988e-05 8.34047e-06 3.23578e-06 7.09989e-06 0 9.85469e-06 1.27234e-05 1.27749e-35 Variance: 9.65858e-08 Variances/cluster: 4.33925e-08 2.94562e-08 5.55182e-08 2.74699e-06 5.28607e-08 1.60952e-07 5.62891e-08 2.79442e-06 3.06524e-08 0 5.30452e-08 3.24563e-08 4.49411e-08 4.25231e-08 3.54068e-08 4.85789e-08 3.86272e-08 3.30305e-08 2.48244e-08 5.27098e-08 6.86694e-32 2.65683e-08 2.41325e-08 2.20416e-08 2.87439e-08 2.3463e-08 0 3.45844e-08 0 0 3.27981e-08 4.6321e-08 3.08134e-08 3.12743e-08 0 7.14051e-08 4.46287e-08 0 -------------------------------------------------------------- Initialization seed trial #91 of 1000; initialization seed = 493577316 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 600945 Distortion: 0.00418834 Distortions/cluster: 5.18286e-06 5.73001e-06 1.50901e-05 4.67563e-06 5.81565e-06 8.01562e-06 9.10089e-06 1.59192e-05 7.80769e-06 6.78641e-06 7.18429e-06 8.73623e-06 9.64317e-35 2.45348e-05 1.08145e-05 8.1597e-06 0 1.35852e-05 5.73081e-06 2.37044e-35 1.47092e-05 4.91455e-06 3.33344e-06 8.01712e-06 4.69748e-06 1.10834e-05 0 8.70082e-06 0 8.00582e-06 6.09972e-06 6.469e-06 5.88542e-06 4.81569e-35 0.00391362 1.35683e-05 6.59861e-06 9.76236e-06 Variance: 7.1206e-07 Variances/cluster: 3.78275e-08 3.18297e-08 4.23739e-08 4.1733e-08 5.38453e-08 4.5017e-08 5.19883e-08 7.5794e-07 3.98318e-08 3.31015e-08 2.76295e-08 6.47076e-08 6.86694e-32 2.72576e-06 1.1264e-07 5.16274e-08 0 3.80415e-08 4.40794e-08 0 3.63159e-08 2.90774e-08 3.7877e-08 2.46659e-08 2.45912e-08 3.24046e-08 0 5.47056e-08 0 2.88993e-08 1.45184e-07 5.93433e-08 2.40194e-08 2.67973e-31 0.00391989 3.54233e-08 5.49836e-08 4.53918e-08 -------------------------------------------------------------- Initialization seed trial #92 of 1000; initialization seed = 493577317 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 505301 Distortion: 0.0359275 Distortions/cluster: 5.22866e-06 3.62648e-06 1.27749e-35 2.30075e-05 5.61624e-06 0.0356196 5.35824e-06 1.20902e-05 5.30191e-06 1.08283e-34 3.16892e-06 4.81569e-35 2.22859e-06 5.48264e-06 4.98516e-06 2.54181e-05 6.96953e-06 4.76332e-06 3.4978e-06 5.41694e-06 3.27134e-06 3.34088e-06 5.11331e-06 4.29816e-06 4.71004e-06 8.43566e-06 4.35604e-05 2.94524e-05 4.17842e-06 3.09655e-05 1.97651e-06 3.64377e-06 4.92191e-06 3.03257e-06 1.86465e-05 2.37044e-35 5.83568e-06 1.04189e-05 Variance: 6.10804e-06 Variances/cluster: 2.72302e-08 2.18439e-08 0 6.68614e-08 2.86518e-08 0.035575 2.51539e-08 4.57925e-08 2.51253e-08 0 2.51479e-08 2.67973e-31 2.62157e-08 3.88808e-08 3.02104e-08 4.6453e-08 2.79877e-08 2.57451e-08 2.09431e-08 3.18612e-08 2.01917e-08 2.11423e-08 1.7043e-07 5.58151e-08 3.29343e-08 5.8576e-08 2.7222e-06 5.5869e-08 3.09483e-08 3.09622e-07 2.74484e-08 2.39694e-08 6.00179e-08 2.36899e-08 6.31882e-08 0 1.42286e-07 5.26165e-08 -------------------------------------------------------------- Initialization seed trial #93 of 1000; initialization seed = 493577318 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 64 BIC score: 550428 Distortion: 0.012908 Distortions/cluster: 4.56695e-06 4.56099e-06 3.37919e-06 9.01063e-06 1.26515e-05 5.07155e-06 2.13708e-05 1.18349e-05 8.77682e-06 1.59192e-05 8.55988e-06 2.10576e-05 3.96536e-06 3.35379e-06 5.32777e-06 4.33798e-06 4.6658e-06 6.75642e-06 4.90958e-06 4.06994e-06 6.52781e-06 0.00391362 5.56955e-06 3.65229e-06 0.00872182 4.96483e-06 4.7343e-06 5.561e-06 5.07511e-06 2.22485e-05 3.5986e-06 2.45348e-05 4.11556e-06 4.81569e-35 4.87654e-06 0 6.10909e-06 6.88969e-06 Variance: 2.1945e-06 Variances/cluster: 1.69132e-07 2.54781e-08 3.75436e-08 5.11928e-08 5.24791e-08 3.0921e-08 4.80088e-08 5.5545e-08 4.30202e-08 7.5794e-07 9.61687e-08 4.43172e-08 2.30518e-08 2.81798e-08 2.43256e-08 2.85369e-08 2.54936e-08 2.85057e-08 3.33955e-08 2.74971e-08 2.86282e-08 0.00391989 3.81445e-08 2.21325e-08 0.156503 2.29833e-08 4.68701e-08 3.03853e-08 2.86705e-08 6.6195e-08 2.4312e-08 2.72576e-06 3.16554e-08 2.67973e-31 2.78635e-08 0 1.45406e-07 5.60088e-08 -------------------------------------------------------------- Initialization seed trial #94 of 1000; initialization seed = 493577319 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 691677 Distortion: 0.000536949 Distortions/cluster: 1.27749e-35 5.86784e-06 5.74383e-06 5.71858e-06 6.2317e-06 5.92792e-06 8.81088e-06 6.18339e-06 6.48654e-06 9.44238e-06 9.4522e-06 6.3936e-06 0.000275211 2.37044e-35 1.13463e-05 3.5604e-06 9.84068e-06 7.99363e-06 6.11101e-06 5.83882e-06 9.44089e-06 6.30568e-06 2.45348e-05 6.05168e-06 1.08283e-34 9.64317e-35 1.07741e-05 1.18811e-05 1.59192e-05 0 1.06048e-05 1.33519e-05 6.03453e-06 0 7.09304e-06 8.9181e-06 5.04694e-06 4.83176e-06 Variance: 9.12868e-08 Variances/cluster: 0 2.35629e-08 2.39305e-08 2.33391e-08 2.64032e-08 3.13611e-08 5.30616e-08 4.04107e-08 3.1794e-08 4.74339e-08 6.89887e-08 2.69749e-08 2.9275e-06 0 4.15577e-08 3.82808e-08 5.23272e-08 2.87516e-08 1.45456e-07 2.71546e-08 4.25231e-08 3.66574e-08 2.72576e-06 7.11725e-08 0 6.86694e-32 4.66261e-08 3.55603e-08 7.5794e-07 0 5.55182e-08 3.92577e-08 2.90087e-08 0 5.62891e-08 5.18327e-08 2.98609e-08 2.92808e-08 -------------------------------------------------------------- Initialization seed trial #95 of 1000; initialization seed = 493577320 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 30 BIC score: 600844 Distortion: 0.00418104 Distortions/cluster: 1.23635e-05 4.74299e-06 1.15554e-05 1.04189e-05 1.00669e-05 1.06162e-05 5.64051e-06 7.01664e-06 5.36468e-06 6.02681e-06 5.84776e-06 0 9.64317e-35 6.80445e-06 4.56695e-06 0.00391362 1.20902e-05 6.18004e-06 5.72485e-06 8.66831e-06 7.71471e-06 8.43566e-06 3.57475e-06 5.68836e-06 9.14149e-06 4.81569e-35 6.6608e-06 2.45348e-05 7.28704e-06 7.67251e-06 1.59192e-05 6.97196e-06 6.45442e-06 5.23282e-06 5.5155e-06 1.29175e-05 2.37044e-35 0 Variance: 7.10819e-07 Variances/cluster: 3.21939e-08 4.19596e-08 4.11092e-08 5.26165e-08 2.72054e-08 3.25617e-08 4.1461e-08 3.01045e-08 4.83155e-08 4.30346e-08 3.95087e-08 0 6.86694e-32 4.85887e-08 1.69132e-07 0.00391989 4.57925e-08 4.57629e-08 3.1273e-08 9.63048e-08 4.3582e-08 5.8576e-08 4.06088e-08 3.02537e-08 3.46238e-08 2.67973e-31 2.56157e-08 2.72576e-06 2.97404e-08 2.85199e-08 7.5794e-07 4.77378e-08 3.56565e-08 2.52764e-08 1.37842e-07 3.54845e-08 0 0 -------------------------------------------------------------- Initialization seed trial #96 of 1000; initialization seed = 493577321 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 718455 Distortion: 0.000296991 Distortions/cluster: 9.58475e-06 6.56533e-06 8.26803e-06 3.14299e-05 1.08283e-34 6.72404e-06 4.35604e-05 5.11331e-06 9.0924e-06 1.44484e-05 8.28158e-06 1.15174e-05 4.81569e-35 5.83568e-06 9.64317e-35 7.84046e-06 1.21322e-05 5.51364e-06 4.92082e-06 6.94151e-06 7.28587e-06 9.04831e-06 1.02736e-05 1.27749e-35 2.37044e-35 7.65171e-06 1.01584e-05 3.22994e-06 6.02103e-06 7.43068e-06 7.39728e-06 0 0 5.27711e-06 0 5.64534e-06 4.48765e-06 1.53139e-05 Variance: 5.04915e-08 Variances/cluster: 4.767e-08 2.76994e-08 3.30692e-08 3.11154e-07 0 5.51103e-08 2.7222e-06 1.7043e-07 5.41052e-08 3.86195e-08 3.24739e-08 4.79739e-08 2.67973e-31 1.42286e-07 6.86694e-32 3.13591e-08 3.2787e-08 3.8022e-08 2.49758e-08 2.74345e-08 3.9168e-08 5.1985e-08 5.26681e-08 0 0 4.37199e-08 3.18415e-08 3.71228e-08 2.41781e-08 4.27012e-08 2.37071e-08 0 0 3.08567e-08 0 4.41004e-08 4.23337e-08 4.27622e-08 -------------------------------------------------------------- Initialization seed trial #97 of 1000; initialization seed = 493577322 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 717732 Distortion: 0.000304842 Distortions/cluster: 4.71127e-06 5.5155e-06 8.83849e-06 1.30835e-05 4.81569e-35 3.90456e-06 1.86529e-05 4.61109e-06 6.3911e-06 7.77964e-06 3.90404e-06 7.34823e-06 9.64317e-35 1.27749e-35 1.4714e-05 4.87269e-06 4.43843e-06 7.1689e-06 2.37044e-35 8.82984e-06 4.35604e-05 1.10285e-05 0 1.72951e-05 0 3.20712e-06 1.08283e-34 0 7.57765e-06 6.50409e-06 1.03505e-05 3.1695e-05 1.33539e-05 7.54197e-06 0 2.87269e-06 1.11588e-05 1.3932e-05 Variance: 5.18262e-08 Variances/cluster: 4.36191e-08 1.37842e-07 3.09011e-08 5.66203e-08 2.67973e-31 4.10981e-08 6.45227e-08 3.87455e-08 3.82669e-08 2.41582e-08 5.42181e-08 2.49911e-08 6.86694e-32 0 4.47091e-08 3.10327e-08 3.33687e-08 3.07642e-08 0 3.70967e-08 2.7222e-06 3.26257e-08 0 5.70612e-08 0 3.72888e-08 0 0 3.38258e-08 2.67635e-08 4.63996e-08 3.10701e-07 3.43257e-08 2.28524e-07 0 3.54626e-08 3.31999e-08 3.5002e-08 -------------------------------------------------------------- Initialization seed trial #98 of 1000; initialization seed = 493577323 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 504993 Distortion: 0.0359174 Distortions/cluster: 5.05125e-06 6.09001e-06 6.63562e-06 7.90987e-06 2.01183e-05 4.35604e-05 5.73081e-06 5.74951e-06 6.58839e-06 0.0356196 4.94719e-06 5.0803e-06 7.27716e-06 7.45697e-06 1.08283e-34 4.10329e-06 8.71846e-06 8.76036e-06 2.37044e-35 3.28529e-05 6.59861e-06 1.27749e-35 8.5554e-06 5.36037e-06 3.33344e-06 5.04123e-06 8.45518e-06 5.60889e-06 0 1.50891e-05 5.6776e-06 7.42916e-06 4.5437e-06 5.54751e-06 9.85554e-06 4.81569e-35 1.35577e-05 6.61101e-06 Variance: 6.10633e-06 Variances/cluster: 2.63055e-08 3.36433e-08 3.25247e-08 5.38037e-08 5.72981e-08 2.7222e-06 4.40794e-08 4.32152e-08 2.75641e-08 0.035575 2.25873e-08 2.63202e-08 2.76674e-08 2.64408e-08 0 5.06426e-08 5.09687e-08 3.6651e-08 0 3.12848e-07 5.49836e-08 0 4.67357e-08 2.79162e-08 3.7877e-08 3.73394e-08 5.38383e-08 2.52631e-08 0 4.9783e-08 2.97221e-08 3.90975e-08 4.24618e-08 3.18791e-08 2.18977e-07 2.67973e-31 3.83947e-08 2.39509e-08 -------------------------------------------------------------- Initialization seed trial #99 of 1000; initialization seed = 493577324 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 490954 Distortion: 0.0488178 Distortions/cluster: 6.74401e-06 1.17655e-05 6.41553e-06 5.49358e-06 5.52109e-06 6.8143e-06 0.00391362 7.05546e-06 4.78158e-06 6.90162e-06 6.023e-06 5.70735e-06 0.0446389 5.92799e-06 4.81569e-35 1.59192e-05 1.07445e-05 2.45348e-05 4.62696e-06 4.29382e-06 9.78544e-06 5.1687e-06 8.93268e-06 5.56159e-06 8.53204e-06 7.54199e-06 6.12682e-06 6.44817e-06 6.63045e-06 6.54141e-06 6.04015e-06 1.10211e-05 3.68793e-06 4.55724e-06 6.94449e-06 6.4558e-06 6.44749e-06 9.53486e-06 Variance: 8.29952e-06 Variances/cluster: 4.52468e-08 1.18832e-07 2.39365e-08 3.45478e-08 2.92087e-08 4.33892e-08 0.00391989 3.07998e-08 4.30736e-08 3.3178e-08 4.97613e-08 2.39777e-08 0.0422886 3.11896e-08 2.67973e-31 7.5794e-07 3.29557e-08 2.72576e-06 4.16707e-08 4.12831e-08 3.91381e-08 2.70581e-08 3.00737e-08 4.67206e-08 4.08195e-08 2.59152e-08 4.25335e-08 1.4991e-07 5.09882e-08 3.84757e-08 5.69777e-08 4.09574e-08 4.18952e-08 4.95321e-08 2.90537e-08 3.43359e-08 2.7551e-08 7.33395e-08 -------------------------------------------------------------- Initialization seed trial #100 of 1000; initialization seed = 493577325 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 61 BIC score: 691005 Distortion: 0.000552088 Distortions/cluster: 2.28477e-05 9.75191e-06 8.51251e-06 6.37315e-06 4.07307e-06 9.64317e-35 0.000273502 8.16651e-06 1.08283e-34 4.5403e-06 2.54181e-05 4.64313e-06 6.11238e-06 4.54842e-06 4.46218e-06 5.82305e-06 3.79775e-06 7.07936e-06 4.11904e-06 4.77915e-06 7.75398e-06 2.37044e-35 3.91902e-06 4.00007e-06 5.33166e-06 1.59192e-05 4.34774e-06 0 0 0 1.09184e-05 5.62788e-06 5.21294e-06 2.45348e-05 1.27749e-35 2.94143e-05 7.71534e-06 1.88436e-05 Variance: 9.38607e-08 Variances/cluster: 6.67852e-08 8.4793e-08 5.06658e-08 2.93667e-08 2.32722e-08 6.86694e-32 3.03862e-06 1.73703e-07 0 2.50823e-08 4.6453e-08 2.50958e-08 3.49244e-08 4.33146e-08 2.14509e-08 3.21688e-08 2.96664e-08 2.84288e-08 3.14403e-08 2.7307e-08 4.5341e-08 0 5.76278e-08 2.23442e-08 3.43948e-08 7.5794e-07 2.49841e-08 0 0 0 4.43799e-08 2.90071e-08 2.68681e-08 2.72576e-06 0 5.57967e-08 3.35419e-08 6.3426e-08 -------------------------------------------------------------- Initialization seed trial #101 of 1000; initialization seed = 493577326 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 78 BIC score: 505537 Distortion: 0.0358907 Distortions/cluster: 1.27547e-05 1.04746e-05 4.93822e-06 4.81569e-35 4.08207e-06 1.08021e-05 8.64916e-06 6.92372e-06 6.95166e-06 1.67219e-05 8.5278e-06 1.0481e-05 6.81726e-06 7.79116e-06 8.21536e-06 5.29773e-06 7.4475e-06 1.09388e-05 6.20769e-06 5.90563e-06 1.05493e-05 1.08291e-05 3.98639e-06 2.37044e-35 1.29533e-05 6.01106e-06 9.5204e-06 6.42387e-06 0.0356196 5.71885e-06 1.42247e-05 1.08283e-34 9.38604e-06 0 0 1.27749e-35 1.49888e-05 6.6073e-06 Variance: 6.10178e-06 Variances/cluster: 4.58765e-08 1.10249e-07 4.25568e-08 2.67973e-31 3.84975e-08 9.90923e-08 2.90215e-08 5.16541e-08 2.50934e-08 9.28839e-07 5.84046e-08 5.2401e-08 1.5489e-07 4.07784e-08 2.48928e-08 4.1701e-08 3.43173e-08 3.18886e-08 3.15008e-08 3.27984e-08 2.95474e-08 3.12049e-08 4.0664e-08 0 4.24558e-08 2.83508e-08 3.06096e-08 4.72192e-08 0.035575 4.84498e-08 4.83789e-08 0 8.77133e-08 0 0 0 2.49796e-06 3.5519e-08 -------------------------------------------------------------- Initialization seed trial #102 of 1000; initialization seed = 493577327 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 600640 Distortion: 0.00421509 Distortions/cluster: 8.52231e-06 3.29632e-06 0.00391362 0 4.43868e-06 7.37101e-06 4.81569e-35 7.01291e-06 5.83781e-06 3.28529e-05 4.7631e-06 8.97028e-06 7.47979e-06 6.98737e-06 1.23217e-05 2.0276e-05 7.65139e-06 3.59028e-06 9.86757e-06 2.37044e-35 7.85676e-06 3.21514e-06 1.48079e-05 9.21697e-06 9.90227e-06 9.64317e-35 9.64845e-06 7.17381e-06 6.07415e-06 4.35604e-05 0 4.12049e-06 0 5.05684e-06 9.84349e-06 4.20137e-06 5.69163e-06 9.85554e-06 Variance: 7.16608e-07 Variances/cluster: 4.65551e-08 3.74548e-08 0.00391989 0 4.30913e-08 5.18929e-08 2.67973e-31 3.03563e-08 3.4746e-08 3.12848e-07 4.36838e-08 3.04049e-08 4.85545e-08 2.78356e-08 3.11914e-08 5.50795e-08 3.14835e-08 5.43934e-08 3.04528e-08 0 4.41248e-08 3.65328e-08 4.10058e-08 2.68686e-08 3.57452e-08 6.86694e-32 5.67504e-08 3.58653e-08 3.43144e-08 2.7222e-06 0 4.29181e-08 0 4.24805e-08 2.71896e-08 3.85414e-08 4.86313e-08 2.18977e-07 -------------------------------------------------------------- Initialization seed trial #103 of 1000; initialization seed = 493577328 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 500691 Distortion: 0.0398108 Distortions/cluster: 8.54293e-06 1.55591e-05 5.56504e-06 5.9505e-06 9.7167e-06 8.86873e-06 1.76052e-05 7.21475e-06 7.41632e-06 6.26442e-06 9.2706e-06 2.37044e-35 9.37528e-06 1.59192e-05 8.25221e-06 9.18707e-06 0.0356196 0 1.28429e-05 6.96391e-06 8.59105e-06 9.80945e-06 3.389e-06 0.00391362 4.72086e-06 7.07295e-06 4.6698e-06 4.81569e-35 7.55335e-06 3.98484e-06 1.19445e-05 0 5.29307e-06 4.36403e-06 1.05286e-05 0 6.68444e-06 2.45348e-05 Variance: 6.76825e-06 Variances/cluster: 2.1354e-07 7.03798e-08 4.3136e-08 2.90242e-08 4.83262e-08 3.04741e-08 4.90237e-08 2.61381e-08 3.41736e-08 3.27947e-08 1.00757e-07 0 4.36024e-08 7.5794e-07 3.32721e-08 5.10354e-08 0.035575 0 3.48879e-08 2.78532e-08 5.88378e-08 5.35863e-08 2.84757e-08 0.00391989 2.28034e-08 4.50471e-08 2.97406e-08 2.67973e-31 3.21391e-08 3.23942e-08 5.76855e-08 0 2.48473e-08 3.00939e-08 5.34277e-08 0 2.37859e-08 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #104 of 1000; initialization seed = 493577329 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 600772 Distortion: 0.00418414 Distortions/cluster: 7.40843e-06 5.41196e-06 6.04466e-06 2.45348e-05 8.66831e-06 7.64758e-06 7.48539e-06 1.40757e-05 6.89819e-06 9.64317e-35 5.5155e-06 4.81569e-35 1.59192e-05 8.79533e-06 5.67383e-06 1.05688e-05 6.12176e-06 8.35689e-06 9.44447e-06 5.65899e-06 8.78248e-06 5.3915e-06 7.38274e-06 8.43566e-06 1.25854e-05 1.20902e-05 9.05163e-06 5.65662e-06 2.37044e-35 1.04189e-05 8.19471e-06 6.73247e-06 0 0 6.99934e-06 4.56695e-06 0.00391362 0 Variance: 7.11347e-07 Variances/cluster: 2.86015e-08 2.50524e-08 3.4937e-08 2.72576e-06 9.63048e-08 4.11123e-08 2.92372e-08 4.92e-08 3.17861e-08 6.86694e-32 1.37842e-07 2.67973e-31 7.5794e-07 5.14181e-08 2.97024e-08 3.25166e-08 3.32672e-08 2.58705e-08 5.07604e-08 2.43896e-08 5.32111e-08 2.68207e-08 4.76152e-08 5.8576e-08 3.78956e-08 4.57925e-08 3.95137e-08 3.92789e-08 0 5.26165e-08 3.31741e-08 3.63797e-08 0 0 3.08314e-08 1.69132e-07 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #105 of 1000; initialization seed = 493577330 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 600484 Distortion: 0.00421784 Distortions/cluster: 0.00391362 5.07416e-06 7.58412e-06 4.62929e-06 4.81569e-35 7.38478e-06 1.11179e-05 6.89525e-06 6.02769e-06 5.90258e-06 6.19448e-06 6.59861e-06 1.3709e-05 4.35604e-05 4.43437e-06 1.14099e-05 5.70274e-06 1.76488e-05 5.73081e-06 9.64317e-35 4.72061e-06 6.11669e-06 3.25722e-05 0 5.71859e-06 9.78302e-06 2.37044e-35 0 5.93601e-06 1.77108e-05 1.01548e-05 1.39893e-05 0 7.84756e-06 6.08905e-06 1.06393e-05 3.33344e-06 0 Variance: 7.17076e-07 Variances/cluster: 0.00391989 2.35981e-08 3.37043e-08 3.45439e-08 2.67973e-31 5.35085e-08 2.02097e-07 2.27546e-08 3.2059e-08 2.83753e-08 2.60249e-08 5.49836e-08 6.11819e-08 2.7222e-06 3.03698e-08 5.48379e-08 2.93921e-08 4.57072e-08 4.40794e-08 6.86694e-32 2.45836e-08 2.67081e-08 3.13158e-07 0 5.39457e-08 3.62302e-08 0 0 2.76069e-08 4.2155e-08 3.81723e-08 5.33776e-08 0 3.9832e-08 3.18766e-08 4.92404e-08 3.7877e-08 0 -------------------------------------------------------------- Initialization seed trial #106 of 1000; initialization seed = 493577331 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 505398 Distortion: 0.0359153 Distortions/cluster: 9.57798e-06 6.04603e-06 4.98454e-06 7.49176e-06 6.49509e-06 6.53981e-06 8.01405e-06 0.0356196 5.75087e-06 2.86351e-05 3.61027e-06 5.27789e-06 7.46239e-06 1.08283e-34 0 1.13936e-05 1.23072e-05 2.37044e-35 9.27115e-06 5.97999e-06 6.17313e-06 7.89488e-06 7.51567e-06 6.40546e-06 6.73204e-06 5.21389e-06 1.4377e-05 1.32699e-05 7.51635e-06 1.27749e-35 8.43418e-06 4.81569e-35 1.11191e-05 6.33798e-06 4.35604e-05 0 6.5637e-06 5.75906e-06 Variance: 6.10596e-06 Variances/cluster: 3.25676e-08 4.14078e-08 2.54283e-08 2.84834e-08 1.58403e-07 3.38811e-08 2.48091e-08 0.035575 3.57079e-08 3.29103e-07 4.81224e-08 4.32471e-08 2.71336e-08 0 0 5.66804e-08 4.60906e-08 0 4.8791e-08 1.45805e-07 3.60968e-08 4.36042e-08 3.40046e-08 2.48245e-08 5.29923e-08 4.10408e-08 3.54081e-08 3.40223e-08 3.77581e-08 0 5.85657e-08 2.67973e-31 3.21332e-08 4.28104e-08 2.7222e-06 0 4.65362e-08 4.32871e-08 -------------------------------------------------------------- Initialization seed trial #107 of 1000; initialization seed = 493577332 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 68 BIC score: 600718 Distortion: 0.00418411 Distortions/cluster: 4.99035e-06 7.3171e-06 7.00551e-06 6.0711e-06 9.64317e-35 1.14431e-05 1.53227e-05 1.59192e-05 6.59861e-06 0.00391362 2.45348e-05 5.3187e-06 1.7549e-05 5.80757e-06 8.88775e-06 6.67223e-06 8.39942e-06 6.70124e-06 2.37044e-35 5.66015e-06 6.05734e-06 5.83568e-06 1.59213e-05 5.55764e-06 7.17096e-06 5.87418e-06 1.04348e-05 4.81569e-35 1.30479e-05 3.45609e-06 0 4.56695e-06 5.91175e-06 7.10507e-06 6.89194e-06 3.91649e-06 4.5437e-06 0 Variance: 7.11342e-07 Variances/cluster: 2.65417e-08 3.28092e-08 3.12719e-08 2.33483e-08 6.86694e-32 5.49975e-08 3.97863e-08 7.5794e-07 5.49836e-08 0.00391989 2.72576e-06 3.77182e-08 6.42618e-08 2.4923e-08 2.66069e-08 2.91338e-08 9.43662e-08 2.97798e-08 0 3.23405e-08 3.58389e-08 1.42286e-07 4.2785e-08 2.80665e-08 3.91823e-08 4.4163e-08 4.87452e-08 2.67973e-31 5.03622e-08 3.7976e-08 0 1.69132e-07 3.01594e-08 4.1066e-08 2.71313e-08 3.05949e-08 4.24618e-08 0 -------------------------------------------------------------- Initialization seed trial #108 of 1000; initialization seed = 493577333 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 30 BIC score: 597681 Distortion: 0.00446945 Distortions/cluster: 5.83568e-06 6.03203e-06 4.13331e-06 6.36719e-06 6.20067e-06 3.27722e-06 0.000296857 0.00391362 7.16757e-06 4.51113e-06 5.38345e-06 4.5437e-06 0 1.57898e-05 6.3012e-06 6.55291e-06 5.22444e-06 5.92956e-06 6.54006e-06 9.64317e-35 5.06767e-06 1.76208e-05 6.24535e-06 3.77725e-05 1.29866e-05 5.51717e-06 5.11331e-06 5.61265e-06 5.20278e-06 6.63537e-06 2.37044e-35 0 1.16436e-05 8.83092e-06 1.02265e-05 0 1.54542e-05 5.25081e-06 Variance: 7.59852e-07 Variances/cluster: 1.42286e-07 2.8858e-08 2.83077e-08 2.56719e-08 2.41243e-08 3.76662e-08 1.9788e-05 0.00391989 3.93789e-08 2.75036e-08 3.47288e-08 4.24618e-08 0 3.98604e-08 3.2311e-08 2.33179e-08 2.65176e-08 3.17056e-08 5.49537e-08 6.86694e-32 2.99836e-08 6.42892e-08 2.727e-08 3.66684e-07 5.03198e-08 4.37833e-08 1.7043e-07 2.84881e-08 3.71597e-08 3.26837e-08 0 0 5.51654e-08 2.86693e-08 4.84511e-08 0 4.27954e-08 6.81861e-08 -------------------------------------------------------------- Initialization seed trial #109 of 1000; initialization seed = 493577334 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 495300 Distortion: 0.0449034 Distortions/cluster: 2.45348e-05 5.04279e-06 7.47314e-06 4.3027e-06 6.70464e-06 7.37644e-06 1.69306e-05 8.59901e-06 1.08283e-34 1.16098e-05 1.27749e-35 8.00262e-06 7.49181e-06 4.81569e-35 4.84115e-06 1.33558e-05 7.39606e-06 4.67296e-06 4.84625e-06 1.21254e-05 5.99268e-06 4.43021e-06 5.02505e-06 5.97462e-06 8.31996e-06 6.82729e-06 3.13771e-06 5.76131e-06 6.0849e-06 5.33149e-06 8.39994e-06 5.7628e-06 5.51245e-06 1.59192e-05 5.42751e-06 5.37281e-06 5.91757e-06 0.0446389 Variance: 7.63404e-06 Variances/cluster: 2.72576e-06 3.7351e-08 5.2244e-08 4.21808e-08 4.32518e-08 3.08611e-08 3.20617e-08 3.34563e-08 0 2.8314e-08 0 9.09302e-08 3.76435e-08 2.67973e-31 1.72882e-07 3.29744e-08 3.15967e-08 4.17091e-08 4.48579e-08 3.43465e-08 4.95108e-08 4.30081e-08 3.24091e-08 2.79159e-08 4.47166e-08 4.29251e-08 3.73508e-08 4.14346e-08 5.48142e-08 4.44149e-08 3.61949e-08 3.94678e-08 2.51688e-08 7.5794e-07 1.42782e-07 3.33687e-08 3.56447e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #110 of 1000; initialization seed = 493577335 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 505208 Distortion: 0.0359192 Distortions/cluster: 5.15424e-06 2.22032e-05 6.42218e-06 4.119e-06 6.97733e-06 5.21426e-06 4.81569e-35 1.64598e-05 5.75788e-06 0.0356196 5.64529e-06 6.61381e-06 3.74949e-06 7.70211e-06 5.11331e-06 6.47513e-06 8.92336e-06 4.35604e-05 4.27713e-06 3.87717e-06 5.52717e-06 1.88811e-05 6.59292e-06 1.27749e-35 4.12306e-06 2.37044e-35 4.04895e-06 1.43989e-05 0 4.73121e-06 4.80678e-06 5.00264e-06 1.08283e-34 1.66175e-05 3.1695e-05 4.83181e-06 4.39651e-06 5.78753e-06 Variance: 6.10664e-06 Variances/cluster: 2.44255e-08 5.72066e-08 5.48857e-08 2.22622e-08 3.26015e-08 3.98001e-08 2.67973e-31 4.09315e-08 3.40675e-08 0.035575 2.94e-08 2.81414e-08 3.86515e-08 5.79053e-08 1.7043e-07 3.35468e-08 3.04521e-08 2.7222e-06 4.15229e-08 4.26026e-08 2.5236e-08 6.46411e-08 3.02401e-08 0 2.30314e-08 0 2.99896e-08 5.80413e-08 0 2.6429e-08 3.24744e-08 2.11958e-08 0 4.36011e-08 3.10701e-07 3.66016e-08 2.55581e-08 1.41112e-07 -------------------------------------------------------------- Initialization seed trial #111 of 1000; initialization seed = 493577336 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 33 BIC score: 722259 Distortion: 0.000271315 Distortions/cluster: 6.89277e-06 7.16786e-06 1.37414e-05 1.27749e-35 5.35037e-06 1.09623e-05 6.2177e-06 7.54309e-06 1.224e-05 0 1.08283e-34 4.56695e-06 9.64317e-35 9.74494e-06 6.85117e-06 6.83127e-06 4.81569e-35 9.12003e-06 5.96302e-06 1.59192e-05 5.5155e-06 9.95544e-06 5.35548e-06 1.42556e-05 2.37044e-35 8.70726e-06 5.34143e-06 2.45348e-05 5.5391e-06 8.66831e-06 7.69014e-06 0 6.58115e-06 1.13418e-05 6.57947e-06 4.92355e-06 8.77818e-06 8.43566e-06 Variance: 4.61263e-08 Variances/cluster: 4.05421e-08 2.8669e-08 3.58753e-08 0 2.34639e-08 4.45584e-08 2.82598e-08 3.44401e-08 3.4187e-08 0 0 1.69132e-07 6.86694e-32 5.12852e-08 3.26213e-08 3.61325e-08 2.67973e-31 4.67544e-08 4.32069e-08 7.5794e-07 1.37842e-07 5.23802e-08 2.32827e-08 4.29244e-08 0 5.18121e-08 2.71115e-08 2.72576e-06 2.93039e-08 9.63048e-08 3.40161e-08 0 3.40963e-08 4.68519e-08 2.87287e-08 2.55076e-08 5.25482e-08 5.8576e-08 -------------------------------------------------------------- Initialization seed trial #112 of 1000; initialization seed = 493577337 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 716712 Distortion: 0.00030642 Distortions/cluster: 4.35604e-05 6.20796e-06 4.3807e-06 4.21527e-06 3.85138e-06 3.569e-06 6.6009e-06 9.00493e-06 3.75489e-06 1.21892e-05 9.64317e-35 3.59063e-06 1.35233e-05 1.82637e-05 9.85554e-06 5.70605e-06 4.47967e-06 2.37044e-35 8.96056e-06 1.04189e-05 0 3.9875e-06 8.43566e-06 3.28529e-05 4.19695e-06 1.08283e-34 1.01589e-05 2.1911e-05 7.37168e-06 1.80167e-05 1.27749e-35 9.23797e-06 3.63687e-06 5.48918e-06 5.74836e-06 4.81569e-35 0 3.24322e-06 Variance: 5.20945e-08 Variances/cluster: 2.7222e-06 3.19965e-08 2.35496e-08 2.60179e-08 3.13093e-08 2.4112e-08 3.00015e-08 2.93295e-08 1.98654e-08 4.59933e-08 6.86694e-32 2.34661e-08 5.70422e-08 5.51595e-08 2.18977e-07 3.93489e-08 2.94689e-08 0 3.45937e-08 5.26165e-08 0 3.18972e-08 5.8576e-08 3.12848e-07 2.25616e-08 0 5.54965e-08 5.602e-08 4.07238e-08 4.33997e-08 0 5.21751e-08 2.37683e-08 2.70378e-08 3.30335e-08 2.67973e-31 0 2.79555e-08 -------------------------------------------------------------- Initialization seed trial #113 of 1000; initialization seed = 493577338 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 721683 Distortion: 0.000275187 Distortions/cluster: 1.02966e-05 9.9035e-06 1.63768e-05 7.02768e-06 0 4.81569e-35 8.35888e-06 6.96949e-06 1.19097e-05 9.28673e-06 2.45348e-05 5.30455e-06 5.75403e-06 7.48794e-06 5.49285e-06 1.21443e-05 2.37044e-35 7.42742e-06 7.53134e-06 7.95217e-06 9.75225e-06 5.96073e-06 5.52112e-06 5.64489e-06 9.64317e-35 9.29211e-06 1.27749e-35 6.7727e-06 7.82712e-06 1.08283e-34 9.84696e-06 1.2194e-05 7.13707e-06 4.42566e-06 1.59192e-05 0 6.00905e-06 5.1251e-06 Variance: 4.67846e-08 Variances/cluster: 5.71989e-08 5.00011e-08 3.994e-08 3.19412e-08 0 2.67973e-31 5.84487e-08 2.83287e-08 4.78264e-08 3.15772e-08 2.72576e-06 4.38249e-08 1.43806e-07 3.21344e-08 2.3471e-08 1.2143e-07 0 5.3817e-08 4.25365e-08 2.82971e-08 3.86868e-08 4.65532e-08 4.88443e-08 4.37444e-08 6.86694e-32 6.83188e-08 0 3.52708e-08 2.47672e-08 0 3.16593e-08 3.26888e-08 4.37715e-08 3.16082e-08 7.5794e-07 0 4.51673e-08 2.52439e-08 -------------------------------------------------------------- Initialization seed trial #114 of 1000; initialization seed = 493577339 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 74 BIC score: 717893 Distortion: 0.000302565 Distortions/cluster: 4.35604e-05 6.02137e-06 1.0004e-05 5.02106e-06 5.83568e-06 1.77311e-05 1.03963e-05 2.99324e-06 7.11258e-06 4.81569e-35 2.37044e-35 4.478e-06 7.43838e-06 5.85844e-06 1.0834e-05 6.20464e-06 1.14431e-05 3.14299e-05 3.10204e-06 1.28164e-05 3.10704e-06 3.49026e-06 1.559e-05 9.64317e-35 1.27749e-35 1.23563e-05 7.73571e-06 3.53264e-06 1.08283e-34 3.32459e-06 0 0 8.69032e-06 1.31054e-05 1.54542e-05 7.40868e-06 0 6.48909e-06 Variance: 5.14391e-08 Variances/cluster: 2.7222e-06 3.04078e-08 2.74803e-08 4.08181e-08 1.42286e-07 6.42232e-08 4.87934e-08 3.74125e-08 3.07868e-08 2.67973e-31 0 3.9979e-08 3.71885e-08 5.4747e-08 2.79923e-08 2.58504e-08 5.49975e-08 3.11154e-07 3.29975e-08 3.24438e-08 3.65506e-08 2.31123e-08 3.97575e-08 6.86694e-32 0 3.42249e-08 5.0889e-08 2.80344e-08 0 2.84129e-08 0 0 3.24238e-08 5.01962e-08 4.27954e-08 2.315e-07 0 3.37941e-08 -------------------------------------------------------------- Initialization seed trial #115 of 1000; initialization seed = 493577340 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 723675 Distortion: 0.000269286 Distortions/cluster: 5.25522e-06 7.13813e-06 7.30343e-06 6.70526e-06 7.5547e-06 6.79361e-06 6.06421e-06 1.27749e-35 8.29518e-06 9.64317e-35 6.45786e-06 9.85484e-06 1.07925e-05 9.93851e-06 1.72951e-05 4.81569e-35 1.08283e-34 1.03264e-05 1.4714e-05 1.11588e-05 1.0951e-05 2.37044e-35 0 1.86529e-05 9.11109e-06 1.01223e-05 0 0 1.25547e-05 6.56694e-06 1.07336e-05 0 1.30835e-05 0 1.03505e-05 1.02547e-05 1.12576e-05 0 Variance: 4.57814e-08 Variances/cluster: 1.75159e-06 1.58576e-07 2.86385e-08 3.06141e-08 3.10866e-08 4.21926e-08 2.74372e-08 0 5.84118e-08 6.86694e-32 4.0355e-07 8.95767e-07 3.11893e-08 3.86677e-08 5.70612e-08 2.67973e-31 0 2.76822e-08 4.47091e-08 3.31999e-08 2.85148e-08 0 0 6.45227e-08 5.06133e-08 3.73483e-08 0 0 3.18619e-08 3.60785e-08 1.11797e-07 0 5.66203e-08 0 4.63996e-08 8.13802e-08 4.48474e-08 0 -------------------------------------------------------------- Initialization seed trial #116 of 1000; initialization seed = 493577341 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 565164 Distortion: 0.00927864 Distortions/cluster: 1.37792e-05 7.24903e-06 4.82247e-06 6.35432e-06 3.35085e-06 1.24333e-05 6.95019e-06 4.35604e-05 4.75251e-06 4.9474e-06 4.0125e-06 6.52562e-06 5.71392e-06 4.13189e-06 0.000296364 1.49785e-05 6.77867e-06 5.21472e-06 5.1173e-06 9.2704e-06 4.58532e-06 1.27749e-35 5.39264e-06 8.37871e-06 0 4.39753e-06 3.508e-06 3.83947e-06 6.59405e-06 1.08283e-34 9.97845e-06 7.19394e-06 0.00872182 3.10773e-06 1.17952e-05 4.74122e-06 1.00604e-05 6.93746e-06 Variance: 1.57746e-06 Variances/cluster: 3.42736e-08 5.36804e-08 4.01741e-08 3.87425e-08 4.08505e-08 4.28592e-08 3.90335e-08 2.7222e-06 2.48797e-08 3.77629e-08 3.15917e-08 5.48323e-08 1.428e-07 4.30379e-08 2.99326e-06 3.76312e-08 4.209e-08 2.53112e-08 4.26301e-08 2.64091e-08 4.20635e-08 0 1.7394e-07 4.43277e-08 0 3.96143e-08 4.80403e-08 3.6906e-08 4.64221e-08 0 3.30304e-08 2.90053e-08 0.156503 3.65586e-08 3.19624e-08 2.41871e-08 3.11437e-08 4.00964e-08 -------------------------------------------------------------- Initialization seed trial #117 of 1000; initialization seed = 493577342 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 564967 Distortion: 0.00925034 Distortions/cluster: 5.37837e-06 6.2826e-06 6.83236e-06 1.27749e-35 6.44495e-06 2.45348e-05 9.80438e-06 3.65503e-06 4.56695e-06 1.30817e-05 5.5051e-06 1.12157e-05 4.68992e-06 6.02921e-06 5.17044e-06 7.62206e-06 5.35884e-06 5.98586e-06 1.05302e-05 6.88004e-06 3.37594e-06 4.14554e-06 1.08283e-34 7.5526e-06 9.9173e-06 0.00872182 6.00468e-06 7.20157e-06 0.000272566 7.61623e-06 8.31858e-06 8.58142e-06 7.40637e-06 6.51186e-06 1.59192e-05 6.13342e-06 0 7.70016e-06 Variance: 1.57265e-06 Variances/cluster: 4.88791e-08 2.93553e-08 4.98564e-08 0 3.22219e-08 2.72576e-06 5.13279e-08 2.97122e-08 1.69132e-07 4.2737e-08 2.79423e-08 4.46803e-08 2.4424e-08 2.36419e-08 2.55937e-08 3.09813e-08 3.24746e-08 4.46559e-08 3.27936e-08 2.48355e-08 2.13642e-08 2.43826e-08 0 4.96722e-08 4.54771e-08 0.156503 1.46407e-07 4.52781e-08 3.13264e-06 2.8738e-08 3.63225e-08 5.91772e-08 4.06907e-08 4.31214e-08 7.5794e-07 3.52463e-08 0 4.47539e-08 -------------------------------------------------------------- Initialization seed trial #118 of 1000; initialization seed = 493577343 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 689851 Distortion: 0.000557675 Distortions/cluster: 6.24409e-06 1.03182e-05 0 6.2844e-06 7.76828e-06 1.15063e-05 5.20692e-06 6.26162e-06 0.000296018 5.28425e-06 1.54459e-05 7.36132e-06 5.93069e-06 5.11434e-06 5.40885e-06 9.68467e-06 4.43671e-06 9.64317e-35 5.60044e-06 5.31471e-06 7.50634e-06 7.49622e-06 2.37044e-35 1.38743e-05 5.5965e-06 3.54009e-06 4.35604e-05 6.09811e-06 6.25307e-06 6.8209e-06 8.04972e-06 6.78262e-06 8.37579e-06 3.33018e-06 1.08283e-34 4.55312e-06 1.27749e-35 6.64796e-06 Variance: 9.48105e-08 Variances/cluster: 3.00171e-08 3.24439e-08 0 1.49579e-07 4.91504e-08 4.13857e-08 2.32425e-08 2.69874e-08 3.02028e-06 3.77416e-08 4.26542e-08 2.80942e-08 2.2721e-08 2.42364e-08 4.19253e-08 4.72271e-08 4.22518e-08 6.86694e-32 4.40941e-08 2.69751e-08 4.38826e-08 3.92439e-08 0 3.84206e-08 2.91459e-08 2.68165e-08 2.7222e-06 4.54935e-08 2.99155e-08 2.20009e-07 5.32934e-08 5.51385e-08 5.01383e-08 3.74148e-08 0 3.50209e-08 0 2.91552e-08 -------------------------------------------------------------- Initialization seed trial #119 of 1000; initialization seed = 493577344 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 84 BIC score: 505799 Distortion: 0.0359249 Distortions/cluster: 5.31729e-06 5.67405e-06 0.0356196 7.3074e-06 5.70182e-06 2.11933e-05 4.35604e-05 1.18349e-05 2.37044e-35 4.88221e-06 5.11331e-06 4.81569e-35 6.86319e-06 1.18951e-05 1.08283e-34 2.23797e-05 0 0 0 8.30235e-06 6.11141e-06 3.14299e-05 7.37456e-06 8.86503e-06 7.47742e-06 0 1.27749e-35 3.46171e-06 6.66021e-06 9.40926e-06 7.52763e-06 6.58883e-06 2.21344e-05 3.56337e-06 6.08728e-06 7.84092e-06 5.41639e-06 5.40447e-06 Variance: 6.1076e-06 Variances/cluster: 2.34214e-08 3.22357e-08 0.035575 2.55481e-08 2.48966e-08 4.8371e-08 2.7222e-06 5.5545e-08 0 2.59666e-08 1.7043e-07 2.67973e-31 2.84755e-08 5.12556e-08 0 6.67843e-08 0 0 0 3.57829e-08 2.69194e-08 3.11154e-07 2.4828e-08 4.2413e-08 2.83211e-08 0 0 3.80377e-08 5.54969e-08 5.16953e-08 4.09073e-08 3.21378e-08 4.48826e-08 2.87335e-08 1.44887e-07 4.42948e-08 2.88081e-08 3.91596e-08 -------------------------------------------------------------- Initialization seed trial #120 of 1000; initialization seed = 493577345 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 721525 Distortion: 0.000275939 Distortions/cluster: 1.24237e-05 6.76932e-06 6.51212e-06 6.79465e-06 9.26554e-06 9.31768e-06 4.81569e-35 4.38273e-06 0 1.59192e-05 3.97084e-06 7.69984e-06 9.64872e-06 6.14862e-06 6.05396e-06 6.91286e-06 1.04221e-05 5.35171e-06 1.4607e-05 1.04746e-05 9.23755e-06 5.2898e-06 1.27749e-35 8.95076e-06 3.54819e-06 9.59716e-06 2.37044e-35 1.08283e-34 4.87272e-06 9.64317e-35 1.27698e-05 8.7291e-06 3.7522e-06 0 1.2289e-05 2.45348e-05 1.44708e-05 5.22211e-06 Variance: 4.69125e-08 Variances/cluster: 3.42222e-08 3.40132e-08 2.81884e-08 5.5689e-08 4.7258e-08 3.06476e-08 2.67973e-31 2.11707e-08 0 7.5794e-07 2.40636e-08 4.1617e-08 4.38543e-08 3.35961e-08 3.34442e-08 1.57062e-07 5.31567e-08 2.9082e-08 4.90011e-08 1.10249e-07 5.24691e-08 2.34035e-08 0 5.11433e-08 3.85642e-08 5.45128e-08 0 0 2.53757e-08 6.86694e-32 3.39594e-08 8.81659e-08 2.30176e-08 0 3.59209e-08 2.72576e-06 4.41039e-08 3.86788e-08 -------------------------------------------------------------- Initialization seed trial #121 of 1000; initialization seed = 493577346 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 717826 Distortion: 0.000299734 Distortions/cluster: 5.01688e-06 7.14838e-06 5.89142e-06 2.11352e-05 0 2.21344e-05 4.35604e-05 4.43469e-06 7.40868e-06 6.05376e-06 5.12363e-06 1.17543e-05 4.47313e-06 1.08283e-34 4.92923e-06 2.08423e-06 5.42461e-06 7.02742e-06 4.38253e-06 6.61249e-06 6.10909e-06 1.19026e-05 2.22294e-05 3.1695e-05 2.81659e-06 5.6586e-06 5.41911e-06 5.4232e-06 4.39169e-06 9.64317e-35 2.37044e-35 7.53088e-06 4.81569e-35 5.89995e-06 1.27749e-35 6.45614e-06 4.29544e-06 5.31142e-06 Variance: 5.09579e-08 Variances/cluster: 2.49567e-08 2.39858e-08 2.53918e-08 4.83487e-08 0 4.48826e-08 2.7222e-06 2.28573e-08 2.315e-07 3.2198e-08 3.73957e-08 5.5427e-08 3.02212e-08 0 2.52759e-08 5.08304e-08 2.93188e-08 3.8398e-08 2.48982e-08 2.69874e-08 1.45406e-07 5.12881e-08 6.61382e-08 3.10701e-07 3.52046e-08 4.3524e-08 3.20626e-08 2.38881e-08 4.22251e-08 6.86694e-32 0 3.56883e-08 2.67973e-31 3.49077e-08 0 3.79738e-08 4.25254e-08 2.70967e-08 -------------------------------------------------------------- Initialization seed trial #122 of 1000; initialization seed = 493577347 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 721799 Distortion: 0.000276057 Distortions/cluster: 8.93384e-06 7.49293e-06 5.83568e-06 7.19839e-06 4.15482e-06 7.04818e-06 4.96505e-06 7.39948e-06 5.88295e-06 1.27749e-35 1.43989e-05 8.4414e-06 4.8178e-06 1.64132e-05 6.61944e-06 1.59192e-05 5.46409e-06 4.92809e-06 3.01554e-06 8.39942e-06 7.61064e-06 6.33949e-06 6.34068e-06 4.81569e-35 1.61895e-05 2.45348e-05 0 5.08281e-06 4.83276e-06 2.37044e-35 1.94424e-05 1.08283e-34 9.64317e-35 4.56695e-06 7.14829e-06 4.32181e-06 0 2.23188e-05 Variance: 4.69326e-08 Variances/cluster: 3.05923e-08 3.46863e-08 1.42286e-07 2.75768e-08 4.19653e-08 2.63946e-08 4.10298e-08 2.47453e-08 5.4467e-08 0 5.80413e-08 3.63822e-08 3.82334e-08 4.08156e-08 2.9287e-08 7.5794e-07 4.10789e-08 3.84974e-08 3.72259e-08 9.43662e-08 3.09349e-08 3.13809e-08 2.93524e-08 2.67973e-31 4.28153e-08 2.72576e-06 0 3.411e-08 2.3458e-08 0 6.56633e-08 0 6.86694e-32 1.69132e-07 2.59915e-08 4.27865e-08 0 5.75042e-08 -------------------------------------------------------------- Initialization seed trial #123 of 1000; initialization seed = 493577348 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 76 BIC score: 717659 Distortion: 0.000300834 Distortions/cluster: 5.27236e-06 6.15778e-06 9.64317e-35 7.91562e-06 2.37044e-35 1.08283e-34 4.71183e-06 4.35604e-05 7.8259e-06 8.37369e-06 1.00522e-05 9.1633e-06 1.13997e-05 0 4.19715e-06 2.13467e-05 1.34223e-05 4.42359e-06 1.27749e-35 9.26901e-06 0 5.08976e-06 3.28529e-05 6.82355e-06 5.90357e-06 7.54504e-06 7.01694e-06 6.97855e-06 5.04375e-06 5.79101e-06 6.61749e-06 6.59314e-06 5.90053e-06 3.26108e-06 1.17417e-05 7.06305e-06 9.52076e-06 4.81569e-35 Variance: 5.11449e-08 Variances/cluster: 2.54673e-08 2.68873e-08 6.86694e-32 2.02937e-07 0 0 3.83045e-08 2.7222e-06 5.18117e-08 5.97932e-08 3.00938e-08 4.69761e-08 5.45266e-08 0 4.15534e-08 5.73648e-08 3.76907e-08 3.1149e-08 0 2.64806e-08 0 3.26238e-08 3.12848e-07 2.78488e-08 2.49069e-08 4.92981e-08 5.89605e-08 4.30634e-08 4.34769e-08 3.46732e-08 5.51409e-08 3.92416e-08 2.90632e-08 3.74807e-08 3.12252e-08 2.96741e-08 3.56552e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #124 of 1000; initialization seed = 493577349 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 600492 Distortion: 0.00417806 Distortions/cluster: 6.61212e-06 5.57868e-06 5.54973e-06 0.00391362 8.13576e-06 4.56807e-06 6.32302e-06 8.39942e-06 8.10683e-06 9.92993e-06 7.24552e-06 6.44183e-06 7.11303e-06 4.81569e-35 6.00933e-06 0 4.8886e-06 6.11515e-06 6.22921e-06 7.57912e-06 6.59506e-06 7.64694e-06 7.18114e-06 9.85116e-06 5.54074e-06 9.64317e-35 7.67981e-06 6.4838e-06 1.01665e-05 8.62363e-06 1.22521e-05 2.37044e-35 1.00631e-05 4.56695e-06 2.45348e-05 4.92224e-06 7.58166e-06 1.59192e-05 Variance: 7.10312e-07 Variances/cluster: 2.96482e-08 3.92833e-08 2.42319e-08 0.00391989 5.21359e-08 4.15143e-08 3.38098e-08 9.43662e-08 5.7901e-08 3.16208e-08 5.06528e-08 2.36811e-08 4.52912e-08 2.67973e-31 4.51791e-08 0 2.45629e-08 3.13561e-08 3.17789e-08 2.64058e-08 4.3672e-08 2.79061e-08 4.37734e-08 4.55921e-08 1.38473e-07 6.86694e-32 4.92137e-08 2.90728e-08 3.21619e-08 3.63835e-08 4.20898e-08 0 4.33718e-08 1.69132e-07 2.72576e-06 4.35569e-08 3.17196e-08 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #125 of 1000; initialization seed = 493577350 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 717697 Distortion: 0.00029976 Distortions/cluster: 7.80537e-06 4.68997e-06 8.52818e-06 1.20949e-05 6.79131e-06 4.61158e-06 2.37044e-35 8.3598e-06 6.70047e-06 0 5.80456e-06 7.49666e-06 5.76618e-06 3.33388e-05 1.27749e-35 6.71159e-06 1.27947e-05 0 5.01769e-06 4.81569e-35 1.0134e-05 1.08283e-34 8.60257e-06 4.35604e-05 5.3955e-06 5.59162e-06 1.1388e-05 9.00472e-06 9.64317e-35 1.04034e-05 5.97348e-06 7.8949e-06 5.00528e-06 7.90528e-06 8.57781e-06 9.69936e-06 9.21586e-06 4.89607e-06 Variance: 5.09623e-08 Variances/cluster: 2.70058e-08 3.72178e-08 2.96092e-08 4.11353e-08 2.46935e-08 4.47578e-08 0 4.56673e-08 3.31677e-08 0 1.41532e-07 2.82866e-08 4.61146e-08 3.11545e-07 0 2.95639e-08 4.61864e-08 0 3.11555e-08 2.67973e-31 3.00685e-08 0 5.85159e-08 2.7222e-06 7.70714e-08 6.57618e-08 5.66523e-08 3.37226e-08 6.86694e-32 3.80955e-08 2.59686e-08 3.18238e-08 2.79592e-08 5.1653e-08 4.37503e-08 5.24121e-08 7.03444e-08 2.42354e-08 -------------------------------------------------------------- Initialization seed trial #126 of 1000; initialization seed = 493577351 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 721731 Distortion: 0.00027582 Distortions/cluster: 6.10909e-06 5.0098e-06 0 1.0097e-05 9.34395e-06 5.95196e-06 4.56695e-06 2.34261e-06 6.15826e-06 7.2441e-06 4.81569e-35 3.94083e-06 2.11569e-05 5.29734e-06 6.50164e-06 5.63492e-06 7.20474e-06 1.27749e-35 7.22206e-06 8.66831e-06 6.65794e-06 1.1991e-05 1.17543e-05 1.08283e-34 1.59192e-05 3.27722e-06 2.45348e-05 2.22294e-05 9.64317e-35 5.38147e-06 4.48765e-06 2.20228e-05 6.47472e-06 5.51717e-06 3.5567e-06 4.20648e-06 5.35837e-06 2.37044e-35 Variance: 4.68922e-08 Variances/cluster: 1.45406e-07 2.46759e-08 0 3.09695e-08 3.47328e-08 2.68084e-08 1.69132e-07 2.75576e-08 3.2071e-08 2.35943e-08 2.67973e-31 2.75557e-08 4.8288e-08 3.73022e-08 5.50939e-08 2.42857e-08 3.28955e-08 0 3.94615e-08 9.63048e-08 2.61073e-08 5.14472e-08 5.5427e-08 0 7.5794e-07 3.76662e-08 2.72576e-06 6.61382e-08 6.86694e-32 2.94035e-08 4.23337e-08 4.48382e-08 3.23708e-08 4.37833e-08 3.52117e-08 5.0676e-08 2.66561e-08 0 -------------------------------------------------------------- Initialization seed trial #127 of 1000; initialization seed = 493577352 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 99 BIC score: 600705 Distortion: 0.00421933 Distortions/cluster: 6.75049e-06 2.15508e-06 3.14299e-05 2.30075e-05 6.95837e-06 3.09196e-06 9.25014e-06 5.11331e-06 6.3795e-06 2.63774e-06 5.69889e-06 9.56859e-06 6.87385e-06 3.04435e-06 5.33901e-06 5.51718e-06 2.94524e-05 5.83568e-06 0.00391362 2.64841e-06 4.81569e-35 3.50011e-06 4.08083e-06 3.50723e-06 2.54181e-05 4.35604e-05 9.64317e-35 4.17345e-06 1.86465e-05 6.47933e-06 5.49448e-06 2.81601e-06 4.78448e-06 1.83115e-06 6.06507e-06 0 2.37044e-35 4.59376e-06 Variance: 7.17328e-07 Variances/cluster: 2.35188e-08 3.71542e-08 3.11154e-07 6.68614e-08 2.63551e-08 3.39746e-08 3.54381e-08 1.7043e-07 3.28806e-08 3.76796e-08 6.62601e-08 2.98061e-08 2.93729e-08 3.01395e-08 2.88561e-08 2.39851e-08 5.5869e-08 1.42286e-07 0.00391989 3.53094e-08 2.67973e-31 4.11742e-08 4.16375e-08 3.6154e-08 4.6453e-08 2.7222e-06 6.86694e-32 2.91823e-08 6.31882e-08 3.08513e-08 3.43373e-08 2.90286e-08 2.46594e-08 4.94862e-08 2.7947e-08 0 0 2.4829e-08 -------------------------------------------------------------- Initialization seed trial #128 of 1000; initialization seed = 493577353 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 500673 Distortion: 0.0398281 Distortions/cluster: 6.04542e-06 7.65702e-06 6.77644e-06 7.81214e-06 5.83937e-06 1.26693e-05 7.94783e-06 5.45829e-06 5.11331e-06 7.30225e-06 0.00391362 1.08006e-05 6.08904e-06 1.06171e-05 3.46171e-06 5.54074e-06 4.81569e-35 4.35604e-05 8.86196e-06 5.38888e-06 5.26449e-06 9.57377e-06 9.64516e-06 7.39346e-06 1.27302e-05 0.0356196 3.14299e-05 6.43845e-06 4.9483e-06 7.49004e-06 6.32746e-06 2.37044e-35 0 8.55791e-06 7.66616e-06 0 1.05517e-05 0 Variance: 6.77119e-06 Variances/cluster: 3.11583e-08 4.63911e-08 5.55398e-08 5.24148e-08 4.0268e-08 4.4284e-08 4.9658e-08 2.31263e-08 1.7043e-07 5.79491e-08 0.00391989 3.4168e-08 2.4257e-08 3.08611e-08 3.80377e-08 1.38473e-07 2.67973e-31 2.7222e-06 4.21964e-08 2.35296e-08 3.84238e-08 5.14553e-08 5.15745e-08 3.39118e-08 4.37321e-08 0.035575 3.11154e-07 3.23512e-08 2.49885e-08 4.76919e-08 3.16345e-08 0 0 2.84291e-08 2.80788e-08 0 3.24635e-08 0 -------------------------------------------------------------- Initialization seed trial #129 of 1000; initialization seed = 493577354 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 74 BIC score: 565098 Distortion: 0.00925392 Distortions/cluster: 4.11501e-06 5.89595e-06 3.26294e-06 5.75715e-06 6.96988e-06 1.27602e-05 4.86989e-06 9.43898e-06 7.63914e-06 8.4698e-06 6.66242e-06 4.20877e-06 6.59577e-06 1.08283e-34 5.66368e-06 0 4.28581e-06 7.53146e-06 0.00872182 6.56153e-06 1.0326e-05 9.62326e-06 1.59192e-05 1.0481e-05 1.27749e-35 2.45348e-05 6.24546e-06 6.48323e-06 1.19311e-05 5.29776e-06 5.16682e-06 6.86201e-06 0.00027363 8.60247e-06 7.60037e-06 4.78331e-06 9.1906e-06 4.73162e-06 Variance: 1.57326e-06 Variances/cluster: 4.78343e-08 4.95309e-08 4.29203e-08 3.09488e-08 3.89254e-08 4.58963e-08 4.05691e-08 8.73913e-08 3.58614e-08 5.84074e-08 1.54894e-07 3.93214e-08 3.02532e-08 0 3.25393e-08 0 4.32768e-08 3.0738e-08 0.156503 2.67794e-08 3.21649e-08 3.08411e-08 7.5794e-07 5.2401e-08 0 2.72576e-06 2.739e-08 3.29061e-08 4.24555e-08 3.0971e-08 7.48564e-08 2.43306e-08 3.00664e-06 3.6603e-08 2.42802e-08 4.12219e-08 3.36541e-08 3.90918e-08 -------------------------------------------------------------- Initialization seed trial #130 of 1000; initialization seed = 493577355 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 717445 Distortion: 0.000302579 Distortions/cluster: 1.08088e-05 5.32999e-06 5.74606e-06 8.80403e-06 5.54437e-06 7.343e-06 5.11331e-06 4.35604e-05 1.55238e-05 4.92128e-06 5.05176e-06 5.63739e-06 5.55346e-06 4.63742e-06 0 3.35146e-06 5.11251e-06 7.74911e-06 2.37044e-35 5.36424e-06 1.27749e-35 7.18583e-06 3.14299e-05 5.41398e-06 4.81569e-35 1.08283e-34 6.08644e-06 1.6038e-05 1.88152e-05 2.24225e-05 2.89875e-06 1.58078e-05 9.64317e-35 5.04561e-06 5.53204e-06 6.00752e-06 0 4.74273e-06 Variance: 5.14415e-08 Variances/cluster: 4.30593e-08 5.55162e-08 2.26203e-08 5.11824e-08 2.41039e-08 4.10186e-08 1.7043e-07 2.7222e-06 5.96877e-08 2.56291e-08 2.31706e-08 2.55063e-08 3.30532e-08 3.01105e-08 0 2.65966e-08 2.51818e-08 1.80152e-07 0 2.915e-08 0 2.80672e-08 3.11154e-07 3.98055e-08 2.67973e-31 0 3.82761e-08 4.0082e-08 6.39772e-08 5.68918e-08 3.0835e-08 4.35332e-08 6.86694e-32 2.32496e-08 3.31227e-08 2.91602e-08 0 4.79022e-08 -------------------------------------------------------------- Initialization seed trial #131 of 1000; initialization seed = 493577356 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 66 BIC score: 601062 Distortion: 0.00422042 Distortions/cluster: 7.56541e-06 6.69061e-06 4.64756e-05 4.07957e-05 4.9853e-06 5.98558e-06 2.84359e-06 4.81569e-35 4.56092e-06 4.86728e-06 0.00391362 3.5868e-05 2.45348e-05 5.85042e-06 4.59549e-06 9.64317e-35 1.38732e-05 4.85089e-06 0 5.04977e-06 7.04766e-06 2.37044e-35 5.49568e-06 4.98246e-06 3.9446e-06 5.40407e-06 4.78052e-06 3.78268e-06 5.12563e-06 4.12639e-06 6.15538e-06 5.37845e-06 4.6266e-06 5.95535e-06 0 0 4.68465e-06 1.59192e-05 Variance: 7.17515e-07 Variances/cluster: 2.92075e-08 2.87125e-08 8.40161e-08 6.98334e-08 6.23108e-08 5.02946e-08 4.66126e-08 2.67973e-31 5.01155e-08 2.79705e-08 0.00391989 5.86846e-08 2.72576e-06 2.33064e-08 2.39328e-08 6.86694e-32 1.33381e-07 3.34516e-08 0 3.3888e-08 7.19092e-08 0 2.39959e-08 2.49093e-08 2.96559e-08 2.93665e-08 4.55249e-08 3.53492e-08 3.06893e-08 3.75094e-08 2.72338e-08 2.48981e-08 2.54184e-08 5.78151e-08 0 0 2.50494e-08 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #132 of 1000; initialization seed = 493577357 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 716764 Distortion: 0.000309914 Distortions/cluster: 3.30819e-05 9.89882e-06 6.46397e-06 8.21806e-06 4.5585e-06 9.64317e-35 8.59504e-06 6.63477e-06 8.78335e-06 2.37044e-35 7.05637e-06 5.17235e-06 2.23188e-05 1.94424e-05 7.21359e-06 6.78956e-06 4.28721e-06 6.47789e-06 5.10491e-06 1.43989e-05 1.64132e-05 6.60517e-06 5.16203e-06 5.90974e-06 6.66472e-06 4.81569e-35 0 4.9356e-06 0 0 1.61895e-05 0 1.27749e-35 6.293e-06 8.12766e-06 1.08283e-34 4.35604e-05 5.55684e-06 Variance: 5.26886e-08 Variances/cluster: 3.12061e-07 4.92433e-08 1.50277e-07 2.63369e-08 4.42535e-08 6.86694e-32 2.93321e-08 5.52844e-08 1.0095e-07 0 2.95211e-08 2.98953e-08 5.75042e-08 6.56633e-08 2.55779e-08 3.59204e-08 5.64059e-08 3.11411e-08 4.43867e-08 5.80413e-08 4.08156e-08 3.14505e-08 4.37432e-08 2.63804e-08 2.43216e-08 2.67973e-31 0 2.93752e-08 0 0 4.28153e-08 0 0 2.83443e-08 4.16768e-08 0 2.7222e-06 2.79214e-08 -------------------------------------------------------------- Initialization seed trial #133 of 1000; initialization seed = 493577358 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 718302 Distortion: 0.00029408 Distortions/cluster: 6.39403e-06 0 6.61902e-06 7.12882e-06 5.93444e-06 7.09742e-06 7.94156e-06 7.40868e-06 1.17901e-05 6.51833e-06 4.81569e-35 5.95775e-06 5.38283e-06 1.27749e-35 1.08283e-34 6.75315e-06 6.03047e-06 7.82296e-06 8.17845e-06 9.17573e-06 6.92183e-06 3.1695e-05 9.42151e-06 1.04868e-05 8.18507e-06 4.90068e-06 8.28161e-06 7.26571e-06 1.07465e-05 5.56003e-06 6.69578e-06 4.35604e-05 9.64317e-35 5.5155e-06 5.26525e-06 5.19951e-06 2.37044e-35 8.24527e-06 Variance: 4.99966e-08 Variances/cluster: 3.04442e-08 0 2.96791e-08 4.42748e-08 2.85283e-08 3.19598e-08 4.75506e-08 2.315e-07 3.63774e-08 3.19499e-08 2.67973e-31 3.22012e-08 3.09331e-08 0 0 4.29998e-08 2.88514e-08 4.60022e-08 5.04681e-08 3.50188e-08 4.43667e-08 3.10701e-07 4.54999e-08 3.18718e-08 4.98928e-08 2.47487e-08 5.11172e-08 5.76594e-08 3.03548e-08 2.32611e-08 4.64834e-08 2.7222e-06 6.86694e-32 1.37842e-07 2.27913e-08 2.79511e-08 0 5.21696e-08 -------------------------------------------------------------- Initialization seed trial #134 of 1000; initialization seed = 493577359 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 717478 Distortion: 0.000303203 Distortions/cluster: 1.32244e-05 2.37044e-35 5.56278e-06 5.83769e-06 8.69962e-06 5.99472e-06 9.63078e-06 7.0373e-06 4.35604e-05 9.64317e-35 4.81569e-35 9.35231e-06 0 1.08283e-34 1.27749e-35 9.97316e-06 5.77228e-06 9.99137e-06 7.50379e-06 3.35567e-05 7.15871e-06 0 1.40353e-05 0 0 6.24063e-06 5.57215e-06 7.70399e-06 6.85907e-06 1.04366e-05 8.59381e-06 1.17689e-05 9.79257e-06 7.67439e-06 8.16614e-06 8.43021e-06 9.16325e-06 5.91012e-06 Variance: 5.15476e-08 Variances/cluster: 4.63977e-08 0 4.08894e-08 2.56017e-08 4.6507e-08 3.07386e-08 5.17617e-08 4.95423e-08 2.7222e-06 6.86694e-32 2.67973e-31 3.65293e-08 0 0 0 9.0658e-08 4.47324e-08 3.28556e-08 3.27648e-08 3.13581e-07 2.89801e-08 0 4.87293e-08 0 0 3.31919e-08 2.39121e-08 2.84255e-08 1.55841e-07 5.24411e-08 5.84563e-08 4.54248e-08 3.31918e-08 2.42073e-08 3.77939e-08 5.54453e-08 3.01397e-08 2.74857e-08 -------------------------------------------------------------- Initialization seed trial #135 of 1000; initialization seed = 493577360 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 500161 Distortion: 0.0398312 Distortions/cluster: 5.26403e-06 3.04252e-06 4.83766e-06 3.78884e-06 2.37044e-35 1.04221e-05 4.70872e-06 9.91303e-06 0 2.86183e-06 6.51759e-06 9.26554e-06 4.70766e-06 5.77189e-06 4.81569e-35 3.81463e-06 3.04044e-06 0.00391362 8.5278e-06 9.14897e-06 1.03922e-05 8.72475e-06 4.16558e-06 4.35604e-05 4.39527e-06 7.46544e-06 3.35567e-05 1.46521e-05 7.28679e-06 1.42053e-05 5.57536e-06 6.16111e-06 9.23755e-06 1.2289e-05 3.89172e-06 1.26874e-05 0.0356196 4.18517e-06 Variance: 6.77172e-06 Variances/cluster: 4.0489e-08 2.49365e-08 2.21892e-08 2.28219e-08 0 5.31567e-08 2.66006e-08 5.6307e-08 0 3.21525e-08 1.51524e-07 4.7258e-08 2.18942e-08 4.69213e-08 2.67973e-31 2.88953e-08 2.71444e-08 0.00391989 5.84046e-08 8.79641e-08 5.24817e-08 3.00828e-08 2.55535e-08 2.7222e-06 2.36284e-08 4.24133e-08 3.13581e-07 4.89881e-08 4.02549e-08 4.34269e-08 2.5112e-08 2.67848e-08 5.24691e-08 3.59209e-08 2.1861e-08 4.59652e-08 0.035575 2.47614e-08 -------------------------------------------------------------- Initialization seed trial #136 of 1000; initialization seed = 493577361 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 505311 Distortion: 0.0359125 Distortions/cluster: 3.1695e-05 9.20934e-06 5.68995e-06 4.35604e-05 6.99076e-06 6.65081e-06 6.54886e-06 1.05777e-05 1.25953e-05 6.73732e-06 4.32309e-06 0.0356196 5.49575e-06 5.02345e-06 5.96965e-06 1.08283e-34 5.43737e-06 1.44515e-05 2.37044e-35 1.27749e-35 5.29814e-06 1.18613e-05 1.22059e-05 6.68107e-06 7.95671e-06 3.81194e-06 8.68432e-06 9.95666e-06 6.37624e-06 3.42356e-06 4.81839e-06 4.81569e-35 6.50181e-06 5.11331e-06 5.25815e-06 0 6.92736e-06 7.09711e-06 Variance: 6.10549e-06 Variances/cluster: 3.10701e-07 3.14209e-08 2.64618e-08 2.7222e-06 2.88847e-08 2.55772e-08 4.92248e-08 2.80552e-08 3.26275e-08 3.43706e-08 4.11587e-08 0.035575 2.98647e-08 4.78276e-08 4.14426e-08 0 3.29508e-08 3.56797e-08 0 0 4.04306e-08 4.6329e-08 3.28971e-08 4.60616e-08 4.27745e-08 4.38009e-08 5.10803e-08 4.67294e-08 4.16614e-08 3.76186e-08 4.01501e-08 2.67973e-31 5.55662e-08 1.7043e-07 1.34779e-07 0 3.49753e-08 2.87308e-08 -------------------------------------------------------------- Initialization seed trial #137 of 1000; initialization seed = 493577362 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 689457 Distortion: 0.000562557 Distortions/cluster: 5.67752e-06 4.04165e-06 1.14431e-05 1.76733e-05 1.27749e-35 3.87975e-06 1.08283e-34 3.9579e-06 6.02621e-06 1.31631e-05 7.92634e-06 1.54542e-05 5.28492e-06 5.48336e-06 1.03963e-05 6.2844e-06 1.2933e-05 7.22121e-06 3.36002e-06 9.64317e-35 4.02055e-06 5.11331e-06 4.66894e-06 3.61092e-06 5.13437e-06 5.55912e-06 4.79304e-06 0.000296018 0 4.59697e-06 3.57376e-06 7.13298e-06 5.16606e-06 1.559e-05 2.37044e-35 3.60734e-06 1.02044e-05 4.35604e-05 Variance: 9.56404e-08 Variances/cluster: 3.1539e-08 3.28561e-08 5.49975e-08 6.42464e-08 0 3.46376e-08 0 3.47153e-08 4.56492e-08 5.02248e-08 5.74323e-08 4.27954e-08 2.69612e-08 3.8342e-08 4.87934e-08 1.49579e-07 4.47467e-08 2.87673e-08 2.56468e-08 6.86694e-32 2.07226e-08 1.7043e-07 4.32282e-08 2.86547e-08 2.80534e-08 2.27813e-08 2.37259e-08 3.02028e-06 0 2.56792e-08 2.24739e-08 3.24198e-08 3.31124e-08 3.97575e-08 0 2.10931e-08 4.3605e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #138 of 1000; initialization seed = 493577363 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 718653 Distortion: 0.000296515 Distortions/cluster: 1.04605e-05 9.04437e-06 5.87313e-06 8.19591e-06 7.11088e-06 1.08283e-34 3.36756e-05 7.68444e-06 7.34912e-06 6.03375e-06 9.64317e-35 0 7.25686e-06 9.88826e-06 5.71392e-06 3.61275e-06 5.14693e-06 6.93418e-06 8.93336e-06 8.00005e-06 2.37044e-35 7.7455e-06 4.08341e-05 1.51542e-05 0 4.81569e-35 1.38409e-05 0 1.04184e-05 9.68084e-06 5.55796e-06 5.39264e-06 4.30627e-06 6.83235e-06 1.25806e-05 4.67545e-06 8.58195e-06 1.27749e-35 Variance: 5.04106e-08 Variances/cluster: 2.80411e-08 5.13845e-08 2.5313e-08 4.50282e-08 3.09133e-08 0 3.33387e-07 5.19062e-08 4.45258e-08 2.95746e-08 6.86694e-32 0 2.97386e-08 4.79858e-08 1.428e-07 3.76298e-08 4.90032e-08 4.6213e-08 4.31529e-08 4.14473e-08 0 2.88987e-08 2.72194e-06 4.21985e-08 0 2.67973e-31 3.75989e-08 0 3.25543e-08 2.68144e-08 3.85938e-08 1.7394e-07 4.43799e-08 5.5998e-08 3.20089e-08 4.21073e-08 3.53136e-08 0 -------------------------------------------------------------- Initialization seed trial #139 of 1000; initialization seed = 493577364 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 718015 Distortion: 0.000297849 Distortions/cluster: 1.23594e-05 4.35604e-05 9.79507e-06 1.24137e-05 6.49508e-06 7.19269e-06 9.64317e-35 9.54052e-06 5.01708e-06 6.61413e-06 3.14299e-05 4.96782e-06 5.64336e-06 0 1.27749e-35 8.35888e-06 1.08283e-34 1.15485e-05 5.11331e-06 8.70746e-06 6.53239e-06 4.81569e-35 5.83568e-06 2.37044e-35 9.07205e-06 1.00706e-05 1.0599e-05 5.1484e-06 6.55175e-06 5.97881e-06 5.01252e-06 1.21542e-05 6.64682e-06 6.04963e-06 0 5.65814e-06 9.81012e-06 3.97189e-06 Variance: 5.06374e-08 Variances/cluster: 5.39546e-08 2.7222e-06 5.53218e-08 4.32395e-08 2.50746e-08 4.35779e-08 6.86694e-32 3.44393e-08 3.36677e-08 3.16438e-08 3.11154e-07 4.28119e-08 2.15377e-08 0 0 5.84487e-08 0 4.61903e-08 1.7043e-07 5.54441e-08 6.34154e-08 2.67973e-31 1.42286e-07 0 3.06458e-08 5.29989e-08 3.02801e-08 3.70354e-08 3.01898e-08 2.75496e-08 2.469e-08 4.29334e-08 2.9938e-08 2.62998e-08 0 3.90185e-08 3.32438e-08 3.17722e-08 -------------------------------------------------------------- Initialization seed trial #140 of 1000; initialization seed = 493577365 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 688948 Distortion: 0.000567862 Distortions/cluster: 4.53171e-06 9.85676e-06 0 8.89465e-06 3.50402e-06 9.64317e-35 3.99066e-06 6.87395e-06 0.000285315 2.00997e-05 3.57428e-06 7.06581e-06 6.67685e-06 5.99226e-06 4.00531e-06 1.51471e-05 4.36594e-06 3.61446e-06 5.43489e-06 1.08283e-34 2.37044e-35 1.00191e-05 1.22017e-05 5.69637e-06 9.28498e-06 4.49237e-06 8.57244e-06 1.27749e-35 1.05286e-05 4.67043e-05 5.67524e-06 1.40075e-05 4.44919e-06 1.306e-05 9.67842e-06 8.60493e-06 2.99844e-06 2.94529e-06 Variance: 9.65424e-08 Variances/cluster: 2.44936e-08 3.1589e-08 0 5.08226e-08 2.91967e-08 6.86694e-32 2.22915e-08 3.81851e-08 3.03497e-06 6.37874e-08 2.48185e-08 5.6073e-08 2.94108e-08 3.52455e-08 2.23741e-08 4.93233e-08 2.33447e-08 3.8044e-08 3.96672e-08 0 0 5.38486e-08 4.87984e-07 2.90605e-08 4.33843e-08 2.14927e-08 7.2642e-08 0 5.34277e-08 2.74699e-06 3.29925e-08 3.86822e-08 2.54217e-08 7.25337e-08 4.81359e-08 2.95677e-08 3.02846e-08 2.72688e-08 -------------------------------------------------------------- Initialization seed trial #141 of 1000; initialization seed = 493577366 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 689610 Distortion: 0.000569968 Distortions/cluster: 7.72598e-06 1.31168e-05 7.94089e-06 8.41218e-06 1.27749e-35 1.38646e-05 4.67043e-05 1.02909e-05 1.08283e-34 8.27262e-06 7.48217e-06 7.74198e-06 1.27129e-05 9.90335e-06 8.73437e-06 7.40608e-06 0 9.77576e-06 0.00029624 9.64317e-35 7.46494e-06 6.20839e-06 1.09725e-05 1.13543e-05 7.1639e-06 8.71167e-06 3.44853e-06 6.42167e-06 6.13054e-06 2.37044e-35 4.82165e-06 0 5.82517e-06 0 7.21837e-06 0 0 7.90153e-06 Variance: 9.69003e-08 Variances/cluster: 4.51665e-08 4.32758e-08 2.55311e-08 2.80381e-08 0 4.60574e-08 2.74699e-06 5.71537e-08 0 2.97551e-08 3.40065e-08 4.05305e-08 4.45919e-08 3.64062e-08 6.77029e-08 1.60952e-07 0 3.324e-08 2.79442e-06 6.86694e-32 3.03417e-08 5.39694e-08 3.17097e-08 5.09003e-08 3.31633e-08 2.68848e-08 3.8314e-08 5.48813e-08 4.44096e-08 0 4.34345e-08 0 5.44375e-08 0 3.38857e-08 0 0 3.34782e-08 -------------------------------------------------------------- Initialization seed trial #142 of 1000; initialization seed = 493577367 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 85 BIC score: 690014 Distortion: 0.00056047 Distortions/cluster: 8.625e-06 1.27968e-05 1.27749e-35 5.26153e-06 1.08283e-34 1.05156e-05 0 1.30691e-05 9.64317e-35 3.62871e-05 6.16412e-06 5.45056e-06 1.27718e-05 6.56266e-06 6.96286e-06 7.27448e-06 8.25925e-06 1.01015e-05 9.2094e-06 9.87221e-06 2.37044e-35 8.43566e-06 5.55812e-06 1.05978e-05 0.000300791 6.85907e-06 5.5249e-06 5.84447e-06 7.79274e-06 0 7.0782e-06 7.1522e-06 0 5.25147e-06 0 6.37534e-06 6.82784e-06 7.19694e-06 Variance: 9.52857e-08 Variances/cluster: 3.63892e-08 4.22202e-08 0 2.39133e-08 0 5.25741e-08 0 4.65051e-08 6.86694e-32 3.35956e-07 2.93504e-08 3.51609e-08 4.6104e-08 2.74564e-08 4.4907e-08 2.44088e-08 4.58699e-08 4.65353e-08 3.09014e-08 9.14022e-08 0 5.8576e-08 4.37503e-08 3.27998e-08 1.87971e-05 1.55841e-07 4.93141e-08 3.37796e-08 4.99374e-08 0 2.67078e-08 3.29566e-08 0 2.50048e-08 0 2.64506e-08 2.93013e-08 5.21362e-08 -------------------------------------------------------------- Initialization seed trial #143 of 1000; initialization seed = 493577368 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 690286 Distortion: 0.000561261 Distortions/cluster: 4.181e-06 1.3209e-05 3.77725e-05 4.06105e-06 9.64317e-35 1.4594e-05 5.87332e-06 9.64867e-06 2.37044e-35 6.55726e-06 0 3.87447e-06 1.151e-05 0.000296857 6.89533e-06 1.17905e-05 6.44705e-06 6.11964e-06 1.08283e-34 1.27749e-35 5.83568e-06 1.32433e-05 5.17931e-06 1.53139e-05 0 8.68772e-06 5.22021e-06 0 6.83596e-06 5.58413e-06 1.02845e-05 8.59117e-06 0 8.97225e-06 0 1.43339e-05 8.67433e-06 5.11331e-06 Variance: 9.54201e-08 Variances/cluster: 2.38889e-08 4.52322e-08 3.66684e-07 2.20684e-08 6.86694e-32 3.89048e-08 2.85088e-08 4.77503e-08 0 2.74338e-08 0 3.02658e-08 5.48052e-08 1.9788e-05 3.2832e-08 4.79133e-08 2.34418e-08 3.23758e-08 0 0 1.42286e-07 3.76198e-08 2.82994e-08 4.27622e-08 0 3.66538e-08 2.82141e-08 0 2.67006e-08 2.56131e-08 5.29958e-08 5.84383e-08 0 5.18459e-08 0 4.76171e-08 5.35291e-08 1.7043e-07 -------------------------------------------------------------- Initialization seed trial #144 of 1000; initialization seed = 493577369 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 504705 Distortion: 0.0361797 Distortions/cluster: 4.10082e-06 4.61048e-06 7.29158e-06 0.0356196 6.16047e-06 1.27749e-35 9.56954e-06 4.34149e-06 6.82307e-06 6.53931e-06 0.000300791 9.09745e-06 9.33265e-06 2.37044e-35 0 3.55643e-05 5.6365e-06 0 5.94946e-06 1.59957e-05 3.60356e-06 9.92369e-06 3.17147e-06 1.89175e-05 9.85554e-06 6.23847e-06 1.25351e-05 8.87223e-06 7.34939e-06 5.80012e-06 9.66399e-06 1.02845e-05 4.99103e-06 4.168e-06 4.65128e-06 1.08283e-34 4.31943e-06 3.96267e-06 Variance: 6.15091e-06 Variances/cluster: 2.24062e-08 2.53293e-08 2.9399e-08 0.035575 2.53495e-08 0 4.78323e-08 4.17416e-08 2.39385e-08 2.94538e-08 1.87971e-05 4.99813e-08 5.27098e-08 0 0 3.35473e-07 3.31525e-08 0 2.66767e-08 5.12517e-08 2.45116e-08 5.60491e-08 3.64508e-08 5.81884e-08 2.18977e-07 3.37184e-08 3.60086e-08 3.38605e-08 3.46639e-08 5.4202e-08 2.98245e-08 5.29958e-08 2.91839e-08 3.72111e-08 4.04425e-08 0 4.31917e-08 3.3297e-08 -------------------------------------------------------------- Initialization seed trial #145 of 1000; initialization seed = 493577370 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 716978 Distortion: 0.000314131 Distortions/cluster: 1.15067e-05 1.09534e-05 4.39237e-06 9.64317e-35 1.48912e-05 0 1.92784e-05 2.37044e-35 1.32623e-05 1.06001e-05 9.14736e-06 0 4.35604e-05 3.83243e-06 0 5.57746e-06 1.1749e-05 8.84221e-06 1.0241e-05 1.31771e-05 4.81569e-35 3.28529e-05 1.27749e-35 0 9.31164e-06 1.08283e-34 1.54623e-05 1.30458e-05 0 0 8.63174e-06 7.98593e-06 1.28533e-05 3.16015e-06 2.81735e-06 0 9.92369e-06 7.07485e-06 Variance: 5.34055e-08 Variances/cluster: 2.50105e-07 3.35966e-08 4.3921e-08 6.86694e-32 3.55368e-08 0 5.80483e-08 0 4.33368e-08 2.83393e-08 4.71362e-08 0 2.7222e-06 4.12053e-08 0 4.35701e-08 4.62521e-08 3.03829e-08 5.30452e-08 3.74227e-08 2.67973e-31 3.12848e-07 0 0 5.25911e-08 0 5.01861e-08 3.39704e-08 0 0 2.53108e-08 3.487e-08 3.38212e-08 3.67431e-08 5.12201e-08 0 5.60491e-08 3.1865e-08 -------------------------------------------------------------- Initialization seed trial #146 of 1000; initialization seed = 493577371 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 717578 Distortion: 0.000303041 Distortions/cluster: 8.48353e-06 6.1658e-06 8.43566e-06 8.60786e-06 9.63078e-06 0 8.58674e-06 2.37044e-35 4.81569e-35 5.98371e-06 9.64317e-35 9.78805e-06 0 6.20938e-06 8.72806e-06 9.90462e-06 1.06639e-05 5.18478e-06 1.27749e-35 7.12292e-06 3.35567e-05 1.07162e-05 1.0609e-05 0 5.72063e-06 8.28596e-06 1.19755e-05 0 6.17534e-06 7.23101e-06 1.0149e-05 4.35604e-05 6.92553e-06 1.2237e-05 5.12282e-06 1.08283e-34 4.79815e-06 1.24816e-05 Variance: 5.152e-08 Variances/cluster: 4.28421e-08 4.59985e-08 5.8576e-08 4.67668e-08 5.17617e-08 0 3.3279e-08 0 2.67973e-31 5.29371e-08 6.86694e-32 3.53328e-08 0 2.37886e-08 2.92863e-08 3.34506e-08 7.84053e-08 2.56642e-08 0 1.58239e-07 3.13581e-07 3.03547e-08 3.21452e-08 0 2.4135e-08 5.31104e-08 4.51868e-08 0 3.15032e-08 2.65823e-08 5.20424e-08 2.7222e-06 3.02399e-08 4.2624e-08 4.06439e-08 0 4.84517e-08 4.37806e-08 -------------------------------------------------------------- Initialization seed trial #147 of 1000; initialization seed = 493577372 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 717168 Distortion: 0.000306745 Distortions/cluster: 5.4507e-06 8.9622e-06 1.74405e-05 6.99113e-06 8.80582e-06 4.35604e-05 4.97035e-06 1.59795e-05 6.3359e-06 2.37044e-35 1.0589e-05 1.57759e-05 6.08413e-06 1.14431e-05 1.27749e-35 1.08283e-34 1.31855e-05 3.14299e-05 8.34312e-06 5.57303e-06 4.25064e-06 6.56544e-06 8.25651e-06 5.11154e-06 9.64317e-35 5.95456e-06 0 6.6648e-06 1.01592e-05 2.966e-06 7.46061e-06 1.19057e-05 0 6.21267e-06 1.03165e-05 0 0 4.81569e-35 Variance: 5.21497e-08 Variances/cluster: 2.37995e-08 3.42039e-08 6.34001e-08 2.6084e-08 4.35896e-08 2.7222e-06 2.48488e-08 4.41277e-08 5.50913e-08 0 1.96041e-07 4.00275e-08 3.15203e-08 5.49975e-08 0 0 5.03104e-08 3.11154e-07 6.17958e-08 4.38784e-08 4.33701e-08 2.63649e-08 3.31558e-08 3.62487e-08 6.86694e-32 2.7312e-08 0 3.11413e-08 3.21462e-08 5.49212e-08 6.84397e-08 3.36291e-08 0 2.31796e-08 4.86472e-08 0 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #148 of 1000; initialization seed = 493577373 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 716337 Distortion: 0.000314257 Distortions/cluster: 9.20561e-06 9.30481e-06 3.92694e-06 2.37044e-35 6.20937e-06 7.46545e-06 7.15435e-06 2.25077e-05 0 3.58104e-05 2.88498e-06 4.12895e-06 5.86284e-06 6.66028e-06 6.65809e-06 9.79921e-06 5.67195e-06 9.64317e-35 1.39001e-05 5.67012e-06 5.40369e-06 9.5665e-06 1.82839e-05 4.81569e-35 1.37663e-05 0 1.94895e-05 0 1.08283e-34 9.00842e-06 7.8743e-06 7.94173e-06 1.0534e-05 6.00769e-06 4.35604e-05 0 0 1.27749e-35 Variance: 5.3427e-08 Variances/cluster: 2.69146e-08 8.23359e-08 3.81226e-08 0 3.10432e-08 6.97651e-08 2.85009e-08 5.93676e-08 0 3.16869e-07 5.54756e-08 4.17029e-08 4.31054e-08 3.80556e-08 3.02614e-08 3.14046e-08 5.40153e-08 6.86694e-32 7.59336e-08 2.54243e-08 2.52479e-08 3.73659e-08 4.36228e-08 2.67973e-31 5.73413e-08 0 5.535e-08 0 0 5.11677e-08 2.802e-08 3.48289e-08 3.01807e-08 2.48224e-08 2.7222e-06 0 0 0 -------------------------------------------------------------- Initialization seed trial #149 of 1000; initialization seed = 493577374 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 504752 Distortion: 0.036131 Distortions/cluster: 5.25522e-06 9.68712e-06 9.25065e-06 1.09216e-05 1.27749e-35 4.93098e-06 7.70936e-06 7.27552e-06 0.0356196 5.53047e-06 8.6764e-06 5.50041e-06 6.59206e-06 5.71392e-06 1.03935e-05 9.85484e-06 4.83582e-06 5.9104e-06 6.08883e-06 0.000272566 9.60749e-06 2.37044e-35 5.1231e-06 4.84115e-06 7.16329e-06 1.24333e-05 6.16398e-06 5.36032e-06 4.90254e-06 6.90615e-06 5.68524e-06 6.68477e-06 7.4594e-06 8.07174e-06 1.08283e-34 1.07238e-05 6.54304e-06 7.10228e-06 Variance: 6.14264e-06 Variances/cluster: 1.75159e-06 4.28598e-08 5.1376e-08 3.07625e-08 0 3.52182e-08 2.85508e-08 4.27933e-08 0.035575 3.97843e-08 4.13028e-08 2.39121e-08 4.74096e-08 1.428e-07 3.34086e-08 8.95767e-07 4.35632e-08 3.93959e-07 3.10619e-08 3.13264e-06 3.93715e-08 0 3.03116e-08 1.72882e-07 4.68038e-08 4.28592e-08 2.55744e-08 4.12197e-08 2.51382e-08 3.05555e-08 4.44121e-08 2.3209e-08 5.25153e-08 5.80651e-08 0 3.22004e-08 3.48002e-08 4.61042e-08 -------------------------------------------------------------- Initialization seed trial #150 of 1000; initialization seed = 493577375 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 718195 Distortion: 0.00029674 Distortions/cluster: 8.27833e-06 6.74781e-06 8.92782e-06 7.827e-06 1.22278e-05 9.64317e-35 5.35353e-06 7.45156e-06 2.37044e-35 3.80029e-06 1.25268e-05 1.08283e-34 0 3.66143e-06 4.35604e-05 4.81569e-35 6.89146e-06 5.86559e-06 7.6189e-06 4.43248e-06 5.73566e-06 3.1695e-05 0 6.42267e-06 9.48824e-06 5.86177e-06 1.3266e-05 5.25815e-06 6.93645e-06 1.03045e-05 1.27749e-35 1.32272e-05 5.25834e-06 6.46865e-06 5.55456e-06 8.53499e-06 7.42327e-06 1.01334e-05 Variance: 5.04488e-08 Variances/cluster: 2.61123e-08 3.01143e-08 5.91196e-08 3.34378e-08 5.50759e-08 6.86694e-32 4.35103e-08 4.96611e-08 0 2.40498e-08 4.45755e-08 0 0 2.56018e-08 2.7222e-06 2.67973e-31 4.99231e-08 3.78382e-08 4.50677e-08 2.3204e-08 3.31504e-08 3.10701e-07 0 2.98703e-08 3.7352e-08 4.96605e-08 3.76844e-08 1.34779e-07 2.80804e-08 3.00395e-08 0 4.65709e-08 1.6961e-07 4.39901e-08 2.53611e-08 3.0263e-08 4.66717e-08 4.11793e-08 -------------------------------------------------------------- Initialization seed trial #151 of 1000; initialization seed = 493577376 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 505380 Distortion: 0.0359141 Distortions/cluster: 9.3079e-06 6.98154e-06 1.03626e-05 1.08283e-34 6.80445e-06 5.69643e-06 6.87136e-06 9.87017e-06 5.99027e-06 1.09456e-05 5.65174e-06 1.27749e-35 7.65302e-06 7.11846e-06 3.5604e-06 4.81569e-35 5.78267e-06 7.46208e-06 1.47614e-05 7.49458e-06 7.3448e-06 4.82365e-06 5.22067e-06 2.37044e-35 0.0356196 3.1695e-05 0 6.79861e-06 5.5155e-06 0 9.76921e-06 9.11504e-06 6.96615e-06 5.11331e-06 7.89975e-06 5.77259e-06 1.26805e-05 4.35604e-05 Variance: 6.10577e-06 Variances/cluster: 3.34787e-08 3.38878e-08 3.14943e-08 0 4.85887e-08 3.65114e-08 5.58599e-08 4.0605e-08 2.47503e-08 4.37681e-08 4.21634e-08 0 5.62671e-08 2.74812e-08 3.82808e-08 2.67973e-31 2.9344e-08 2.45441e-08 3.54811e-08 2.78585e-08 2.84657e-08 4.22988e-08 3.86685e-08 0 0.035575 3.10701e-07 0 4.30153e-08 1.37842e-07 0 5.14129e-08 4.21958e-08 4.8027e-08 1.7043e-07 5.26484e-08 3.27881e-08 3.35433e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #152 of 1000; initialization seed = 493577377 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 600587 Distortion: 0.00418652 Distortions/cluster: 5.89745e-06 8.80849e-06 8.85772e-06 1.59192e-05 7.19365e-06 7.47159e-06 9.67582e-06 5.59137e-06 9.09803e-06 7.87335e-06 4.28793e-06 1.56755e-05 2.45348e-05 6.15522e-06 1.08145e-05 1.51538e-05 7.61883e-06 0.00391362 5.89966e-06 5.37831e-06 2.37044e-35 0 7.49234e-06 6.16761e-06 4.81569e-35 9.64317e-35 5.84729e-06 9.32833e-06 1.37049e-05 5.288e-06 3.69959e-06 4.07332e-06 6.63224e-06 6.09972e-06 6.23854e-06 9.49727e-06 6.92482e-06 0 Variance: 7.11751e-07 Variances/cluster: 2.4881e-08 5.11956e-08 2.6204e-08 7.5794e-07 5.53308e-08 6.98223e-08 2.95871e-08 4.47271e-08 3.68309e-08 4.39816e-08 2.49274e-08 5.00654e-08 2.72576e-06 5.39898e-08 1.1264e-07 4.24337e-08 4.76023e-08 0.00391989 2.62184e-08 2.50125e-08 0 0 5.71885e-08 2.64681e-08 2.67973e-31 6.86694e-32 3.48021e-08 5.12381e-08 3.81628e-08 2.92121e-08 3.03211e-08 3.03952e-08 3.283e-08 1.45184e-07 2.83545e-08 5.65143e-08 3.53278e-08 0 -------------------------------------------------------------- Initialization seed trial #153 of 1000; initialization seed = 493577378 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 597510 Distortion: 0.00446801 Distortions/cluster: 6.36899e-06 8.6985e-06 7.45437e-06 5.5155e-06 0.00391362 1.58946e-05 9.28451e-06 8.50215e-06 1.12631e-05 4.67721e-06 5.61181e-06 5.16559e-06 6.58704e-06 9.45583e-06 5.40187e-06 9.64317e-35 7.15927e-06 4.96366e-06 5.61441e-06 6.65054e-06 1.02556e-05 4.70818e-06 8.71717e-06 1.47436e-05 2.37044e-35 0 5.7271e-06 4.60995e-06 0.000296857 5.58639e-06 9.79217e-06 4.8824e-06 0 5.51431e-06 5.56623e-06 0 3.80493e-05 5.11331e-06 Variance: 7.59608e-07 Variances/cluster: 2.7569e-08 5.176e-08 3.40353e-08 1.37842e-07 0.00391989 4.41372e-08 5.12917e-08 5.86305e-08 4.73088e-08 3.22538e-08 2.59783e-08 2.19793e-08 5.22734e-08 4.35717e-08 2.87308e-08 6.86694e-32 4.55969e-08 2.63998e-08 3.00201e-08 2.77082e-08 5.2847e-08 2.49081e-08 5.24973e-08 3.88888e-08 0 0 2.48983e-08 3.20105e-08 1.9788e-05 3.03581e-08 4.77513e-08 3.07042e-08 0 2.37659e-08 3.25478e-08 0 3.65819e-07 1.7043e-07 -------------------------------------------------------------- Initialization seed trial #154 of 1000; initialization seed = 493577379 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 600732 Distortion: 0.00418905 Distortions/cluster: 4.81569e-35 4.31787e-06 9.05192e-06 0.00391362 1.1804e-05 2.45348e-05 6.05934e-06 6.09972e-06 1.33647e-05 1.19843e-05 4.89961e-06 9.01502e-06 1.08145e-05 9.64317e-35 1.085e-05 0 4.20305e-06 8.38591e-06 2.37044e-35 5.88712e-06 4.36604e-06 9.26388e-06 0 5.05224e-06 7.25576e-06 7.30738e-06 4.32666e-06 7.77571e-06 1.53268e-05 5.26375e-06 1.05218e-05 9.31318e-06 1.59192e-05 1.01517e-05 5.83182e-06 7.829e-06 0 8.65341e-06 Variance: 7.12182e-07 Variances/cluster: 2.67973e-31 3.17454e-08 3.01705e-08 0.00391989 4.53962e-08 2.72576e-06 4.42142e-08 1.45184e-07 4.29591e-08 3.46336e-08 2.17741e-08 3.44055e-08 1.1264e-07 6.86694e-32 3.36846e-08 0 2.30912e-08 5.86378e-08 0 2.81656e-08 2.25027e-08 4.95241e-08 0 3.2177e-08 2.97341e-08 5.49379e-08 2.62191e-08 3.38043e-08 4.8334e-08 2.72709e-08 3.25719e-08 5.03377e-08 7.5794e-07 8.53017e-08 6.47784e-08 4.52397e-08 0 5.02944e-08 -------------------------------------------------------------- Initialization seed trial #155 of 1000; initialization seed = 493577380 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 505345 Distortion: 0.0359172 Distortions/cluster: 8.82955e-06 4.35604e-05 9.59716e-06 9.34657e-06 5.83568e-06 5.8953e-06 6.99624e-06 4.81569e-35 1.27749e-35 2.37044e-35 5.99018e-06 1.22239e-05 9.08697e-06 7.51726e-06 4.96449e-06 7.11281e-06 9.33919e-06 5.92422e-06 1.45265e-05 6.15497e-06 5.97287e-06 1.04221e-05 9.23755e-06 3.14299e-05 6.84912e-06 0.0356196 6.85639e-06 0 1.39664e-05 1.08283e-34 0 5.31149e-06 0 5.80867e-06 5.87487e-06 8.25711e-06 5.11331e-06 9.67291e-06 Variance: 6.10629e-06 Variances/cluster: 2.67531e-08 2.7222e-06 5.45128e-08 4.74292e-08 1.42286e-07 3.29313e-08 4.04371e-08 2.67973e-31 0 0 2.38631e-08 3.59411e-08 4.16794e-08 4.501e-08 2.77322e-08 2.85631e-08 4.38424e-08 3.82174e-08 4.88951e-08 2.90304e-08 2.66623e-08 5.31567e-08 5.24691e-08 3.11154e-07 3.29256e-08 0.035575 2.96778e-08 0 4.25665e-08 0 0 2.73761e-08 0 2.51436e-08 2.41743e-08 5.81437e-08 1.7043e-07 5.17228e-08 -------------------------------------------------------------- Initialization seed trial #156 of 1000; initialization seed = 493577381 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 505236 Distortion: 0.0359189 Distortions/cluster: 1.28726e-05 3.61798e-06 4.7351e-06 4.35604e-05 7.01798e-06 1.56888e-05 5.67074e-06 5.01423e-06 2.37044e-35 5.62119e-06 7.61531e-06 5.73839e-06 8.34825e-06 1.08283e-34 6.70421e-06 4.81569e-35 1.74989e-05 1.59379e-05 7.39343e-06 0 0.0356196 6.77082e-06 6.90154e-06 9.20959e-06 1.15214e-05 4.50181e-06 1.02604e-05 6.20681e-06 3.50031e-06 1.27749e-35 3.1695e-05 5.65845e-06 9.26389e-06 0 5.5155e-06 5.11331e-06 5.0685e-06 5.11706e-06 Variance: 6.10658e-06 Variances/cluster: 4.94945e-08 3.17339e-08 2.49186e-08 2.7222e-06 4.49836e-08 3.98063e-08 3.01609e-08 2.32114e-08 0 2.66383e-08 3.44554e-08 2.88328e-08 5.83744e-08 0 2.28014e-08 2.67973e-31 6.33818e-08 4.41347e-08 2.82167e-08 0 0.035575 2.78611e-08 5.6105e-08 4.38516e-08 5.51084e-08 3.23843e-08 4.86117e-08 2.66361e-08 2.67175e-08 0 3.10701e-07 2.66885e-08 5.11778e-08 0 1.37842e-07 1.7043e-07 3.09026e-08 3.32243e-08 -------------------------------------------------------------- Initialization seed trial #157 of 1000; initialization seed = 493577382 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 597475 Distortion: 0.00447712 Distortions/cluster: 9.70147e-06 6.32667e-06 7.52923e-06 9.64317e-35 4.23709e-06 1.09445e-05 3.09344e-06 6.52534e-06 7.34064e-06 2.37044e-35 8.98829e-06 6.81813e-06 0.000296714 4.91694e-06 4.35604e-05 7.13139e-06 6.79465e-06 9.07556e-06 7.04498e-06 1.09779e-05 5.9093e-06 1.03029e-05 9.25043e-06 3.30817e-06 7.29183e-06 8.39238e-06 1.13597e-05 0 5.60517e-06 3.37734e-06 5.56452e-06 7.29071e-06 0 1.38938e-05 8.8004e-06 0.00391362 5.43515e-06 0 Variance: 7.61157e-07 Variances/cluster: 4.36968e-08 3.45685e-08 5.19102e-08 6.86694e-32 4.32218e-08 2.14537e-07 4.06897e-08 4.69298e-08 2.50512e-08 0 5.10659e-08 4.31388e-08 2.93745e-06 2.28668e-08 2.7222e-06 3.37951e-08 5.5689e-08 3.0658e-08 3.55769e-08 3.37673e-08 4.6515e-08 7.86421e-08 3.50364e-08 2.82717e-08 3.32931e-08 2.98636e-08 4.01367e-08 0 2.65624e-08 3.79446e-08 2.50626e-08 2.67036e-08 0 4.45167e-08 4.4209e-08 0.00391989 4.17952e-08 0 -------------------------------------------------------------- Initialization seed trial #158 of 1000; initialization seed = 493577383 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 600311 Distortion: 0.00422098 Distortions/cluster: 5.95337e-06 2.45327e-06 3.67431e-06 2.54181e-05 3.58486e-06 4.81569e-35 4.97617e-06 2.92667e-05 8.51114e-06 3.21688e-06 3.55665e-06 1.84912e-05 6.11899e-06 0.00391362 5.27932e-06 1.13201e-05 5.10597e-06 5.28457e-06 5.99743e-06 6.76923e-06 4.21395e-06 6.74167e-06 0 9.64317e-35 2.28176e-05 4.15071e-06 4.93899e-06 3.2415e-06 3.62716e-06 2.72039e-06 4.35604e-05 2.90535e-06 2.25311e-06 2.89408e-05 6.49509e-06 3.81281e-06 1.19581e-05 2.37044e-35 Variance: 7.17609e-07 Variances/cluster: 3.25292e-08 2.78756e-08 2.31068e-08 4.6453e-08 2.12103e-08 2.67973e-31 2.60506e-08 5.55167e-08 5.86925e-08 2.77285e-08 2.48688e-08 6.30896e-08 5.94023e-08 0.00391989 2.52577e-08 5.68805e-08 2.68712e-08 3.18316e-08 4.13583e-08 1.53795e-07 2.20606e-08 2.82054e-08 0 6.86694e-32 6.63096e-08 3.12056e-08 3.40589e-08 2.06441e-08 2.72693e-08 2.61553e-08 2.7222e-06 2.15186e-08 2.16624e-08 3.32616e-07 1.58403e-07 2.20375e-08 4.56378e-08 0 -------------------------------------------------------------- Initialization seed trial #159 of 1000; initialization seed = 493577384 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 74 BIC score: 490821 Distortion: 0.0488437 Distortions/cluster: 4.53807e-06 7.99526e-06 5.40321e-06 5.11331e-06 1.1638e-05 2.54264e-06 0.0446389 5.04954e-06 9.30217e-06 1.05976e-05 3.78065e-06 1.2957e-05 4.35604e-05 4.89235e-06 9.47187e-06 4.81569e-35 6.80076e-06 0.00391362 6.36369e-06 3.14299e-05 8.35888e-06 5.24663e-06 4.32162e-06 5.2913e-06 2.62167e-06 3.55528e-06 7.53488e-06 4.18772e-06 4.43991e-06 7.22668e-06 5.37393e-06 3.08782e-06 1.21501e-05 5.91704e-06 1.10054e-05 7.93532e-06 5.77552e-06 5.66145e-06 Variance: 8.30392e-06 Variances/cluster: 2.30338e-08 4.54134e-08 3.37666e-08 1.7043e-07 4.05375e-08 2.27e-08 0.0422886 2.68569e-08 4.74443e-08 5.27201e-08 2.1978e-08 4.483e-08 2.7222e-06 2.64428e-08 3.15626e-08 2.67973e-31 5.0736e-08 0.00391989 4.78315e-08 3.11154e-07 5.84487e-08 3.19881e-08 5.14432e-08 1.35629e-07 3.31827e-08 2.59487e-08 4.40494e-08 2.23916e-08 2.00883e-08 2.87891e-08 2.85822e-08 2.68474e-08 4.58458e-08 4.51534e-08 6.04506e-08 2.82371e-08 3.92861e-08 2.60872e-08 -------------------------------------------------------------- Initialization seed trial #160 of 1000; initialization seed = 493577385 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 504928 Distortion: 0.0359133 Distortions/cluster: 5.86703e-06 3.4778e-06 9.09781e-06 7.70468e-06 7.44391e-06 6.2775e-06 8.01505e-06 1.08283e-34 6.55051e-06 9.67419e-06 3.59659e-06 7.3918e-06 3.41915e-06 2.37044e-35 1.15549e-05 8.7118e-06 8.14206e-06 8.68509e-06 4.81569e-35 6.02377e-06 7.78508e-06 6.36859e-06 4.84947e-06 6.33567e-06 9.40117e-06 3.61676e-06 7.31502e-06 0.0356196 4.35604e-05 8.8809e-06 7.54682e-06 4.05699e-06 6.05427e-06 1.27749e-35 8.90299e-06 7.02031e-06 6.62884e-06 3.38104e-05 Variance: 6.10563e-06 Variances/cluster: 4.69222e-08 4.82882e-08 5.08218e-08 2.4535e-08 1.61775e-07 4.21173e-08 3.31172e-08 0 3.61872e-08 4.397e-08 3.82586e-08 3.04154e-08 4.27252e-08 0 3.32964e-08 5.44438e-08 2.91804e-08 3.32654e-08 2.67973e-31 4.46062e-08 4.63244e-08 3.36931e-08 4.1792e-08 2.54422e-08 3.03238e-08 3.61558e-08 4.15493e-08 0.035575 2.7222e-06 9.25022e-08 3.23869e-08 3.93753e-08 2.81565e-08 0 2.69756e-08 5.61576e-08 3.01212e-08 3.13025e-07 -------------------------------------------------------------- Initialization seed trial #161 of 1000; initialization seed = 493577386 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 600658 Distortion: 0.00422157 Distortions/cluster: 8.01429e-06 4.81569e-35 8.88174e-06 9.31602e-06 2.37044e-35 1.03916e-05 9.64317e-35 1.1812e-05 7.81095e-06 8.17468e-06 4.35604e-05 9.07987e-06 7.90658e-06 0.00391362 0 5.8286e-06 1.17639e-05 1.08256e-05 3.33786e-05 1.00405e-05 6.59288e-06 0 0 0 5.15445e-06 6.45409e-06 1.78231e-05 1.6315e-05 4.98265e-06 3.37564e-06 8.4698e-06 9.14529e-06 6.54032e-06 6.16406e-06 5.47954e-06 9.15727e-06 0 5.51268e-06 Variance: 7.17711e-07 Variances/cluster: 3.36704e-08 2.67973e-31 1.13831e-07 4.77592e-08 0 6.78986e-08 6.86694e-32 4.52531e-08 4.59317e-08 3.2181e-08 2.7222e-06 2.98654e-08 4.9711e-08 0.00391989 0 2.53395e-08 3.35124e-08 5.43826e-08 3.11916e-07 7.78274e-08 3.24741e-08 0 0 0 2.81635e-08 2.79373e-08 4.17265e-08 4.39617e-08 2.55491e-08 3.44422e-08 5.84074e-08 5.0245e-08 2.86831e-08 2.32586e-08 2.37183e-08 9.63838e-08 0 2.94761e-08 -------------------------------------------------------------- Initialization seed trial #162 of 1000; initialization seed = 493577387 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 691247 Distortion: 0.000541435 Distortions/cluster: 1.30835e-05 6.15822e-06 4.83622e-06 4.288e-06 9.66059e-06 7.95938e-06 3.32366e-06 5.20199e-06 0 1.11588e-05 9.03158e-06 8.88937e-06 1.03505e-05 1.59192e-05 1.27749e-35 5.19936e-06 9.64317e-35 5.779e-06 8.99455e-06 2.45348e-05 3.10049e-06 3.22658e-06 2.30322e-06 7.35794e-06 5.87839e-06 1.86529e-05 7.96903e-06 6.54439e-06 1.4714e-05 1.08283e-34 1.72951e-05 5.29445e-06 6.92153e-06 0.000274769 3.34683e-06 3.54346e-06 2.37044e-35 6.1491e-06 Variance: 9.20495e-08 Variances/cluster: 5.66203e-08 3.20713e-08 3.28964e-08 2.46408e-08 3.00927e-08 1.69297e-07 3.77659e-08 2.25174e-08 0 3.31999e-08 5.01716e-08 8.54684e-08 4.63996e-08 7.5794e-07 0 2.61248e-08 6.86694e-32 4.09822e-08 3.02821e-08 2.72576e-06 2.26289e-08 2.01638e-08 2.80851e-08 3.19882e-08 5.02382e-08 6.45227e-08 4.15019e-08 2.90836e-08 4.47091e-08 0 5.70612e-08 2.26239e-08 5.5814e-08 2.95421e-06 2.8602e-08 2.85736e-08 0 3.32352e-08 -------------------------------------------------------------- Initialization seed trial #163 of 1000; initialization seed = 493577388 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 717876 Distortion: 0.000300453 Distortions/cluster: 3.32182e-06 2.37044e-35 4.81569e-35 1.42418e-05 7.56503e-06 9.51333e-06 8.05402e-06 6.86489e-06 8.132e-06 2.89871e-06 1.32809e-05 1.20733e-05 6.98898e-06 0 5.2598e-06 4.8223e-06 3.923e-06 3.38104e-05 4.2359e-06 1.34747e-05 1.30833e-05 8.59381e-06 1.27749e-35 6.4828e-06 9.64317e-35 4.0933e-06 1.05156e-05 9.4816e-06 0 4.35604e-05 1.08283e-34 6.96163e-06 7.38548e-06 8.53256e-06 4.66165e-06 7.77477e-06 6.37575e-06 4.48896e-06 Variance: 5.108e-08 Variances/cluster: 3.60951e-08 0 2.67973e-31 3.5249e-08 2.42448e-08 3.06855e-08 4.65396e-08 2.4691e-08 3.47491e-08 3.86367e-08 4.64331e-08 3.3441e-08 3.13371e-08 0 3.98341e-08 4.19194e-08 4.30968e-08 3.13025e-07 5.80085e-08 4.74419e-08 3.4068e-08 5.84563e-08 0 3.25732e-08 6.86694e-32 4.17557e-08 5.25741e-08 9.29496e-08 0 2.7222e-06 0 3.32984e-08 3.72884e-08 3.00416e-08 3.91607e-08 1.65371e-07 2.91034e-08 4.07953e-08 -------------------------------------------------------------- Initialization seed trial #164 of 1000; initialization seed = 493577389 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 505271 Distortion: 0.0359215 Distortions/cluster: 8.53033e-06 6.40784e-06 7.25994e-06 6.2593e-06 1.27749e-35 5.96061e-06 1.04684e-05 3.98747e-06 4.81569e-35 1.17757e-05 3.47481e-06 5.49935e-06 1.15563e-05 1.3423e-05 3.38104e-05 7.92634e-06 1.67975e-05 1.70216e-05 4.65395e-06 2.37044e-35 8.6086e-06 7.5218e-06 5.9276e-06 5.43328e-06 6.88493e-06 6.49955e-06 0 1.08283e-34 6.28015e-06 8.57606e-06 0.0356196 0 5.39765e-06 3.73652e-06 4.35604e-05 5.82074e-06 7.39489e-06 5.54322e-06 Variance: 6.10703e-06 Variances/cluster: 3.20661e-08 4.51108e-08 2.61126e-08 5.53886e-08 0 4.51523e-08 4.36145e-08 2.76877e-08 2.67973e-31 5.77058e-08 2.84788e-08 2.87897e-08 3.36889e-08 5.20107e-08 3.13025e-07 5.74323e-08 4.10565e-08 4.43125e-08 3.78336e-08 0 6.52114e-08 9.28532e-08 3.23884e-08 3.21465e-08 5.46254e-08 1.51104e-07 0 0 2.35191e-08 4.58464e-08 0.035575 0 2.35678e-08 2.44195e-08 2.7222e-06 2.50872e-08 2.91113e-08 2.56601e-08 -------------------------------------------------------------- Initialization seed trial #165 of 1000; initialization seed = 493577390 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 717801 Distortion: 0.000297305 Distortions/cluster: 2.37044e-35 3.35567e-05 5.31021e-06 3.75983e-06 7.55102e-06 9.1485e-06 6.8953e-06 7.4019e-06 6.12447e-06 5.71157e-06 6.70899e-06 8.39153e-06 4.19125e-06 1.08283e-34 1.25923e-05 9.22981e-06 1.36163e-05 1.27749e-35 6.51759e-06 1.14646e-05 7.02352e-06 0 9.24507e-06 4.27827e-06 7.7044e-06 5.84096e-06 8.29773e-06 4.35604e-05 9.64317e-35 8.5254e-06 4.78275e-06 8.41053e-06 4.81569e-35 1.05124e-05 5.78548e-06 4.36587e-06 6.98111e-06 3.81973e-06 Variance: 5.0545e-08 Variances/cluster: 0 3.13581e-07 4.1799e-08 4.47451e-08 5.43077e-08 3.55942e-08 3.37895e-08 3.28943e-08 3.1086e-08 3.28144e-08 2.38733e-08 4.58406e-08 2.24104e-08 0 4.59536e-08 3.08659e-08 4.21417e-08 0 1.51524e-07 5.67509e-08 2.64019e-08 0 7.00328e-08 3.16872e-08 4.0751e-08 2.52833e-08 7.68238e-08 2.7222e-06 6.86694e-32 5.83882e-08 2.39111e-08 2.95081e-08 2.67973e-31 5.30757e-08 2.9217e-08 2.87195e-08 3.00883e-08 4.33923e-08 -------------------------------------------------------------- Initialization seed trial #166 of 1000; initialization seed = 493577391 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 75 BIC score: 721760 Distortion: 0.000280788 Distortions/cluster: 1.08283e-34 1.15608e-05 1.06777e-05 2.37044e-35 1.25586e-05 1.27749e-35 6.09972e-06 6.26169e-06 9.64317e-35 0 7.13979e-06 4.6987e-06 1.41531e-05 8.07174e-06 1.38015e-05 8.56822e-06 5.81871e-06 4.2379e-06 0 1.42826e-05 9.49184e-06 2.45348e-05 1.08345e-05 0 1.6535e-05 1.27078e-05 0 0 1.34197e-05 6.84757e-06 9.38717e-06 4.81569e-35 5.68873e-06 6.9011e-06 7.84604e-06 1.08145e-05 6.78069e-06 1.10678e-05 Variance: 4.77368e-08 Variances/cluster: 0 3.25626e-08 2.766e-08 0 4.28479e-08 0 1.45184e-07 4.47116e-08 6.86694e-32 0 4.48898e-08 4.31047e-08 4.63886e-08 5.80651e-08 3.49375e-08 4.43907e-08 4.51024e-08 5.3628e-08 0 7.14025e-07 3.07153e-08 2.72576e-06 3.40598e-08 0 3.89943e-08 2.91429e-08 0 0 3.30505e-08 4.99673e-08 1.0093e-07 2.67973e-31 4.18152e-08 3.41599e-08 4.24072e-08 1.1264e-07 4.7736e-08 4.44451e-08 -------------------------------------------------------------- Initialization seed trial #167 of 1000; initialization seed = 493577392 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 689506 Distortion: 0.000567688 Distortions/cluster: 7.59802e-06 1.25866e-05 7.22299e-06 1.00849e-05 0.000295869 5.72323e-06 5.53469e-06 1.48186e-05 5.19084e-06 1.04691e-05 1.01887e-05 6.65102e-06 9.14107e-06 5.78654e-06 8.43566e-06 1.27749e-35 7.40608e-06 6.28356e-06 9.64317e-35 1.2315e-05 7.64854e-06 2.37044e-35 5.94119e-06 0 0 1.045e-05 5.10696e-06 7.64678e-06 7.45967e-06 4.78363e-06 1.08283e-34 0 5.57505e-06 4.67043e-05 0 7.70619e-06 7.79471e-06 9.56496e-06 Variance: 9.65127e-08 Variances/cluster: 3.48502e-08 4.66133e-08 2.60735e-08 4.42179e-08 2.8175e-06 2.64938e-08 2.97529e-08 4.39575e-08 2.55676e-08 4.9378e-08 5.25148e-08 3.26001e-08 9.7238e-08 4.82062e-08 5.8576e-08 0 1.60952e-07 4.30242e-08 6.86694e-32 3.64232e-08 3.36911e-08 0 3.53607e-08 0 0 3.11913e-08 4.36349e-08 4.93182e-08 2.48634e-08 4.19478e-08 0 0 2.41317e-08 2.74699e-06 0 5.0352e-08 3.0327e-08 3.50334e-08 -------------------------------------------------------------- Initialization seed trial #168 of 1000; initialization seed = 493577393 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 494863 Distortion: 0.0449304 Distortions/cluster: 1.0413e-05 4.81569e-35 0.0446389 5.71707e-06 9.41289e-06 5.05872e-06 2.98705e-06 7.486e-06 6.79542e-06 5.91636e-06 8.48544e-06 8.00194e-06 6.5559e-06 4.35604e-05 3.3183e-06 1.08283e-34 4.14384e-06 3.63812e-06 4.99608e-06 5.55272e-06 6.19261e-06 6.13465e-06 5.98891e-06 1.21542e-05 5.42657e-06 8.60786e-06 9.73878e-06 1.27749e-35 5.02884e-06 1.21976e-05 8.93875e-06 8.13189e-06 3.30862e-05 6.64274e-06 2.85499e-06 6.02514e-06 5.0478e-06 7.23154e-06 Variance: 7.63862e-06 Variances/cluster: 3.25374e-08 2.67973e-31 0.0422886 2.42222e-08 5.08641e-08 2.47947e-08 3.78079e-08 3.83864e-08 2.453e-08 4.25603e-08 8.15843e-08 5.22956e-08 2.52128e-08 2.7222e-06 1.3269e-07 0 4.81812e-08 3.63703e-08 4.84911e-08 3.365e-08 5.47971e-08 3.02164e-08 4.46789e-08 4.29334e-08 4.07879e-08 4.67668e-08 3.33411e-08 0 3.22333e-08 4.24866e-08 2.90194e-08 4.27954e-08 3.12102e-07 2.65687e-08 1.0977e-07 2.78917e-08 4.35118e-08 3.06394e-08 -------------------------------------------------------------- Initialization seed trial #169 of 1000; initialization seed = 493577394 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 720386 Distortion: 0.000289759 Distortions/cluster: 5.2911e-06 7.80029e-06 9.64317e-35 4.56695e-06 6.10909e-06 3.14159e-05 7.22355e-06 4.39014e-06 1.91733e-05 1.27749e-35 1.06431e-05 6.65356e-06 2.97727e-06 1.00364e-05 7.13728e-06 1.98602e-06 8.66831e-06 0 6.71738e-06 4.81569e-35 2.37044e-35 9.2764e-06 0 1.42826e-05 7.1893e-06 4.65539e-06 9.18705e-06 0 2.89598e-05 4.71911e-06 5.12254e-06 1.97177e-05 5.43797e-06 1.08283e-34 0 2.45348e-05 9.32924e-06 6.55741e-06 Variance: 4.9262e-08 Variances/cluster: 3.05815e-08 3.10742e-08 6.86694e-32 1.69132e-07 1.45406e-07 7.97103e-08 5.87227e-08 4.2619e-08 4.37602e-08 0 2.95615e-08 2.69352e-08 3.58679e-08 2.82684e-08 3.85767e-08 5.09191e-08 9.63048e-08 0 2.9331e-08 2.67973e-31 0 3.07135e-08 0 7.14025e-07 2.95821e-08 4.43328e-08 3.63093e-08 0 6.5947e-08 4.49409e-08 3.73877e-08 4.49006e-08 4.35e-08 0 0 2.72576e-06 2.66526e-08 2.99399e-08 -------------------------------------------------------------- Initialization seed trial #170 of 1000; initialization seed = 493577395 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 717852 Distortion: 0.000299926 Distortions/cluster: 1.65325e-05 1.45866e-05 1.5735e-05 1.85707e-05 5.05312e-06 8.67801e-06 9.64317e-35 1.00753e-05 3.71845e-06 5.53139e-06 5.31831e-06 4.81569e-35 8.8874e-06 1.08283e-34 3.24517e-06 0 8.86551e-06 6.79322e-06 3.1695e-05 1.27749e-35 4.50837e-06 8.84728e-06 8.34825e-06 6.06255e-06 6.89326e-06 2.37044e-35 5.11331e-06 9.74274e-06 3.87945e-06 5.64401e-06 5.95268e-06 4.35604e-05 3.25e-06 0 5.34419e-06 9.03198e-06 4.94643e-06 5.5155e-06 Variance: 5.09905e-08 Variances/cluster: 5.18096e-08 3.86786e-08 4.38157e-08 6.40169e-08 2.41747e-08 2.60578e-08 6.86694e-32 2.93716e-08 3.54106e-08 2.97352e-08 3.14662e-08 2.67973e-31 5.01951e-08 0 2.79732e-08 0 5.03683e-08 4.62089e-08 3.10701e-07 0 4.89997e-08 3.61082e-08 5.83744e-08 2.873e-08 2.82486e-08 0 1.7043e-07 5.15323e-08 4.04072e-08 2.54213e-08 2.48002e-08 2.7222e-06 2.75397e-08 0 2.76877e-08 4.3841e-08 2.60312e-08 1.37842e-07 -------------------------------------------------------------- Initialization seed trial #171 of 1000; initialization seed = 493577396 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 84 BIC score: 597584 Distortion: 0.00446557 Distortions/cluster: 4.48098e-06 6.17502e-06 8.17829e-06 5.11137e-06 3.82777e-06 5.11331e-06 3.50698e-06 0.00391362 4.52238e-06 6.71796e-06 2.37044e-35 9.64317e-35 0 4.74147e-06 0.000296857 8.17875e-06 5.71076e-06 5.76071e-06 9.80407e-06 3.89959e-06 5.29858e-06 1.06311e-05 8.80135e-06 9.32435e-06 1.18821e-05 1.53139e-05 2.29076e-06 5.27539e-06 0 1.02296e-05 5.75663e-06 7.1338e-06 1.392e-05 3.77725e-05 8.16845e-06 8.58638e-06 3.14332e-06 5.83568e-06 Variance: 7.59193e-07 Variances/cluster: 2.46183e-08 6.56857e-08 2.53962e-08 2.53008e-08 2.21233e-08 1.7043e-07 2.89799e-08 0.00391989 3.61757e-08 2.84635e-08 0 6.86694e-32 0 4.3496e-08 1.9788e-05 4.21551e-08 2.97409e-08 3.09684e-08 4.78093e-08 2.45233e-08 3.78439e-08 3.02853e-08 5.17559e-08 5.45119e-08 4.77041e-08 4.27622e-08 5.20582e-08 2.8513e-08 0 5.27127e-08 2.47044e-08 2.88793e-08 3.83347e-08 3.66684e-07 3.52058e-08 5.11055e-08 3.57167e-08 1.42286e-07 -------------------------------------------------------------- Initialization seed trial #172 of 1000; initialization seed = 493577397 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 689932 Distortion: 0.000556702 Distortions/cluster: 6.62442e-06 6.2844e-06 1.04928e-05 7.66109e-06 7.8767e-06 0 1.27749e-35 4.46934e-06 9.64317e-35 5.62425e-06 4.90447e-06 1.08283e-34 8.17567e-06 1.08311e-05 5.83724e-06 5.11331e-06 6.81786e-06 1.08048e-05 4.21013e-06 3.14109e-06 7.97057e-06 7.8205e-06 4.35604e-05 9.27874e-06 8.49979e-06 6.21388e-06 7.22313e-06 5.64345e-06 7.04238e-06 7.36682e-06 7.59313e-06 8.05555e-06 2.37044e-35 6.69257e-06 6.93933e-06 0.000295506 7.78415e-06 4.64317e-06 Variance: 9.4645e-08 Variances/cluster: 3.19915e-08 1.49579e-07 3.8432e-08 3.37384e-08 4.9523e-08 0 0 2.84578e-08 6.86694e-32 4.39356e-08 2.46427e-08 0 2.70694e-08 3.24252e-08 4.74533e-08 1.7043e-07 4.51367e-08 3.05193e-08 4.16819e-08 5.23469e-08 3.36281e-08 5.24709e-08 2.7222e-06 4.50281e-08 5.08806e-08 3.15389e-08 3.84177e-08 2.42181e-08 2.70838e-08 3.44214e-08 5.666e-08 4.65489e-08 0 4.40265e-08 2.4693e-08 3.04613e-06 3.53792e-08 4.18165e-08 -------------------------------------------------------------- Initialization seed trial #173 of 1000; initialization seed = 493577398 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 77 BIC score: 505208 Distortion: 0.0359231 Distortions/cluster: 6.5369e-06 9.88198e-06 0.0356196 3.35567e-05 4.56004e-06 5.78951e-06 8.53215e-06 6.94409e-06 4.30724e-06 5.40999e-06 1.13317e-05 1.3709e-05 2.54425e-06 1.42311e-05 9.49683e-06 1.05357e-05 1.66985e-05 1.7297e-05 1.08283e-34 2.37044e-35 5.91668e-06 5.58045e-06 4.56988e-06 4.35604e-05 5.23079e-06 5.58461e-06 0 4.81569e-35 4.17991e-06 5.19469e-06 6.46397e-06 0 9.06368e-06 4.76208e-06 5.55035e-06 1.12851e-05 1.27749e-35 5.29121e-06 Variance: 6.1073e-06 Variances/cluster: 3.86765e-08 8.44551e-08 0.035575 3.13581e-07 2.25725e-08 2.4634e-08 5.9246e-08 5.34112e-08 2.74322e-08 2.55166e-08 5.4725e-08 6.11819e-08 3.53336e-08 5.43001e-08 5.07813e-08 4.92166e-08 4.29127e-08 4.16661e-08 0 0 2.8307e-08 2.4051e-08 2.52454e-08 2.7222e-06 2.87372e-08 2.13951e-08 0 2.67973e-31 2.98539e-08 2.5337e-08 1.50277e-07 0 3.02097e-08 3.05232e-08 3.20798e-08 4.51368e-08 0 5.75082e-08 -------------------------------------------------------------- Initialization seed trial #174 of 1000; initialization seed = 493577399 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 717106 Distortion: 0.000302944 Distortions/cluster: 1.56888e-05 1.00456e-05 4.85864e-06 1.03165e-05 5.3169e-06 3.96659e-06 4.65612e-06 4.81569e-35 5.88207e-06 0 1.14431e-05 5.42491e-06 4.35604e-05 8.67997e-06 7.14528e-06 4.75814e-06 6.40822e-06 1.74405e-05 7.92634e-06 1.31855e-05 6.00933e-06 1.08283e-34 1.25953e-05 4.48559e-06 9.64317e-35 4.75625e-06 1.27749e-35 8.09916e-06 5.03221e-06 7.95638e-06 5.2977e-06 4.11367e-06 5.25403e-06 2.37044e-35 0 1.59379e-05 5.27295e-06 3.14299e-05 Variance: 5.15036e-08 Variances/cluster: 3.98063e-08 4.31105e-08 2.31338e-08 4.86472e-08 2.79812e-08 2.21578e-08 2.63035e-08 2.67973e-31 3.28577e-08 0 5.49975e-08 2.81059e-08 2.7222e-06 6.33523e-08 4.63938e-08 3.19305e-08 5.52398e-08 6.34001e-08 5.74323e-08 5.03104e-08 4.51791e-08 0 2.20912e-07 2.38574e-08 6.86694e-32 2.68691e-08 0 2.89231e-08 2.47863e-08 3.58364e-08 2.33358e-08 2.52347e-08 3.1648e-08 0 0 4.41347e-08 2.88105e-08 3.11154e-07 -------------------------------------------------------------- Initialization seed trial #175 of 1000; initialization seed = 493577400 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 56 BIC score: 717378 Distortion: 0.000301556 Distortions/cluster: 9.04789e-06 1.27749e-35 1.08283e-34 9.21298e-06 6.88969e-06 3.93961e-06 9.23594e-06 6.82922e-06 5.74165e-06 6.20216e-06 0 4.81569e-35 5.60157e-06 9.64317e-35 5.19798e-06 2.11824e-05 5.11346e-06 9.36926e-06 2.37044e-35 9.89956e-06 5.79109e-06 7.84393e-06 1.00229e-05 4.77389e-06 3.28529e-05 9.85554e-06 6.04377e-06 4.91045e-06 5.23805e-06 3.34172e-06 0 1.47655e-05 6.55965e-06 5.86955e-06 4.35604e-05 4.68433e-06 1.22025e-05 9.77614e-06 Variance: 5.12675e-08 Variances/cluster: 5.11141e-08 0 0 4.30478e-08 5.60088e-08 2.91795e-08 5.46341e-08 2.96897e-08 2.5745e-08 2.92529e-08 0 2.67973e-31 4.70677e-08 6.86694e-32 2.36245e-08 5.66188e-08 2.74893e-08 5.26192e-08 0 3.18282e-08 3.21699e-08 2.87299e-08 5.24591e-08 2.43537e-08 3.12848e-07 2.18977e-07 2.99161e-08 4.50459e-08 3.82308e-08 3.75445e-08 0 3.98937e-08 3.19955e-08 2.30158e-08 2.7222e-06 2.49145e-08 4.9588e-08 4.76731e-08 -------------------------------------------------------------- Initialization seed trial #176 of 1000; initialization seed = 493577401 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 600997 Distortion: 0.00422317 Distortions/cluster: 5.76703e-06 1.03838e-05 5.27415e-06 9.87224e-06 4.09957e-06 1.60211e-05 6.20929e-06 1.90504e-06 0.00391362 0 2.27422e-05 2.67699e-06 4.81569e-35 6.93236e-06 1.88152e-05 6.11213e-06 5.67137e-06 7.40527e-06 3.73398e-06 1.62211e-05 3.14299e-05 1.02638e-05 9.64317e-35 1.54396e-05 1.22488e-05 2.37044e-35 7.14033e-06 0 6.1988e-06 6.70577e-06 0 4.35604e-05 8.02103e-06 7.6267e-06 0 4.26424e-06 0 6.81088e-06 Variance: 7.17983e-07 Variances/cluster: 2.55156e-08 2.93301e-08 5.22161e-08 2.74197e-08 3.72656e-08 4.41208e-08 3.21694e-08 5.01283e-08 0.00391989 0 5.74115e-08 3.52208e-08 2.67973e-31 3.55475e-08 6.39772e-08 5.22357e-08 3.58918e-08 3.13755e-08 4.29157e-08 4.0338e-08 3.11154e-07 2.85875e-08 6.86694e-32 5.95931e-08 2.22647e-07 0 3.06416e-08 0 2.93752e-08 3.33589e-08 0 2.7222e-06 6.21735e-08 2.93309e-08 0 4.22165e-08 0 2.68122e-08 -------------------------------------------------------------- Initialization seed trial #177 of 1000; initialization seed = 493577402 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 80 BIC score: 504742 Distortion: 0.0359153 Distortions/cluster: 6.30577e-06 6.44465e-06 9.93954e-06 5.69712e-06 1.08283e-34 7.28744e-06 6.77009e-06 4.04425e-06 9.68858e-06 1.27749e-35 7.23949e-06 8.31988e-06 3.96768e-06 1.27793e-05 2.37044e-35 8.59381e-06 5.23099e-06 5.81279e-06 4.81569e-35 6.05786e-06 1.07448e-05 6.59678e-06 6.32877e-06 4.50297e-06 0.0356196 3.42916e-06 1.0481e-05 1.22821e-05 5.67551e-06 6.17872e-06 3.48978e-06 6.98736e-06 9.29637e-06 2.91726e-06 9.28898e-06 4.35604e-05 6.00265e-06 3.38104e-05 Variance: 6.10597e-06 Variances/cluster: 1.50091e-07 3.20601e-08 4.6649e-08 2.84831e-08 0 4.44212e-08 4.45357e-08 2.22185e-08 3.21774e-08 0 5.20671e-08 3.61702e-08 4.61206e-08 4.59651e-08 0 5.84563e-08 3.2487e-08 2.53812e-08 2.67973e-31 2.66843e-08 3.94904e-08 2.8069e-08 4.24613e-08 4.12981e-08 0.035575 2.14298e-08 5.2401e-08 4.49851e-08 2.66429e-08 4.86362e-08 2.88377e-08 4.65675e-08 8.76949e-08 2.39097e-08 3.07556e-08 2.7222e-06 2.25644e-08 3.13025e-07 -------------------------------------------------------------- Initialization seed trial #178 of 1000; initialization seed = 493577403 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 500552 Distortion: 0.0398102 Distortions/cluster: 2.45348e-05 3.90156e-06 1.59192e-05 3.99596e-06 2.37044e-35 2.04519e-05 1.20489e-05 1.8926e-05 5.65418e-06 9.60806e-06 6.37773e-06 1.62663e-05 4.55371e-06 7.18476e-06 5.56342e-06 3.96188e-06 2.58392e-06 3.82106e-06 4.81569e-35 0.00391362 6.34901e-06 1.27129e-05 7.25952e-06 1.14883e-05 9.09132e-06 5.5653e-06 4.26895e-06 6.19853e-06 1.25053e-05 3.92324e-06 6.60684e-06 3.62761e-06 7.10475e-06 3.65302e-06 6.5635e-06 0 4.73297e-06 0.0356196 Variance: 6.76814e-06 Variances/cluster: 2.72576e-06 2.97803e-08 7.5794e-07 4.035e-08 0 4.95162e-08 4.28648e-08 7.3924e-08 4.15613e-08 3.30066e-08 4.0107e-08 4.04599e-08 2.32306e-08 5.20479e-08 3.07337e-08 4.77189e-08 4.23458e-08 4.24422e-08 2.67973e-31 0.00391989 2.98049e-08 4.45919e-08 3.0758e-08 1.17216e-07 3.09199e-08 3.31239e-08 2.54082e-08 1.47538e-07 6.12955e-08 2.26757e-08 2.89748e-08 2.17203e-08 3.31969e-08 4.0576e-08 4.26064e-08 0 2.36621e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #179 of 1000; initialization seed = 493577404 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 505293 Distortion: 0.0359265 Distortions/cluster: 5.64168e-06 1.08283e-34 1.27749e-35 4.08715e-06 7.3804e-06 3.81626e-06 3.28529e-05 6.87544e-06 4.03322e-06 5.88321e-06 2.1911e-05 1.90163e-05 5.47776e-06 1.77226e-05 9.85554e-06 3.77562e-06 0 5.90122e-06 5.49772e-06 6.23958e-06 4.35604e-05 5.68513e-06 5.43074e-06 1.47097e-05 6.59861e-06 5.47646e-06 4.71364e-06 6.63407e-06 2.27121e-05 2.37044e-35 0 3.51001e-06 4.81569e-35 7.87242e-06 0.0356196 4.60284e-06 5.07926e-06 4.43671e-06 Variance: 6.10788e-06 Variances/cluster: 3.24203e-08 0 0 2.38989e-08 3.92542e-08 2.91283e-08 3.12848e-07 2.49088e-08 2.44408e-08 3.14583e-08 5.602e-08 6.53279e-08 3.33979e-08 4.30022e-08 2.18977e-07 2.14499e-08 0 2.33229e-08 5.18604e-08 2.68924e-08 2.7222e-06 4.4067e-08 2.77054e-08 5.85855e-08 5.49836e-08 2.5235e-08 4.02839e-08 2.75249e-08 5.82176e-08 0 0 3.81492e-08 2.67973e-31 3.51417e-08 0.035575 2.52878e-08 3.73444e-08 4.22518e-08 -------------------------------------------------------------- Initialization seed trial #180 of 1000; initialization seed = 493577405 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 505561 Distortion: 0.0359226 Distortions/cluster: 2.01486e-05 5.95481e-06 6.57468e-06 7.83561e-06 4.35604e-05 5.85876e-06 5.12786e-06 4.46532e-06 6.55106e-06 5.33337e-06 4.67563e-06 8.93215e-06 1.08499e-05 6.28714e-06 1.24196e-05 1.0077e-05 2.37044e-35 4.81569e-35 1.08788e-05 9.10089e-06 9.85554e-06 8.25783e-06 3.28529e-05 4.81256e-06 1.27749e-35 0 1.24639e-05 4.07709e-06 0 1.08283e-34 0 6.44447e-06 8.20074e-06 3.30788e-06 0.0356196 5.32999e-06 9.01672e-06 1.37775e-05 Variance: 6.1072e-06 Variances/cluster: 5.72214e-08 2.74392e-08 2.54805e-08 4.86639e-08 2.7222e-06 2.95862e-08 3.44122e-08 3.88258e-08 3.94609e-08 3.4629e-08 4.1733e-08 5.44479e-08 3.29751e-08 5.4666e-08 3.26803e-08 2.70136e-08 0 2.67973e-31 4.66751e-08 5.19883e-08 2.18977e-07 4.53581e-08 3.12848e-07 4.37468e-08 0 0 3.43329e-08 4.16004e-08 0 0 0 2.61948e-08 5.15607e-08 3.75866e-08 0.035575 2.6253e-08 3.42811e-08 3.87971e-08 -------------------------------------------------------------- Initialization seed trial #181 of 1000; initialization seed = 493577406 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 505757 Distortion: 0.0358915 Distortions/cluster: 8.61535e-06 1.27749e-35 6.46066e-06 1.08283e-34 1.24145e-05 1.16955e-05 1.01681e-05 8.04552e-06 7.26292e-06 6.30386e-06 8.66831e-06 2.37044e-35 9.30131e-06 6.27775e-06 1.08767e-05 9.72717e-06 4.65618e-06 0 8.29569e-06 4.81569e-35 9.96791e-06 1.25905e-05 6.00894e-06 4.56695e-06 2.45348e-05 8.0604e-06 0 8.16694e-06 1.11123e-05 1.30372e-05 0.0356196 6.31244e-06 4.52497e-06 7.81034e-06 4.78959e-06 5.78299e-06 0 1.59192e-05 Variance: 6.10192e-06 Variances/cluster: 5.90043e-08 0 2.977e-08 0 4.63192e-08 3.61972e-08 5.18741e-08 5.22272e-08 4.7768e-08 2.75254e-08 9.63048e-08 0 3.70538e-08 2.51083e-08 3.08969e-08 2.78691e-08 7.38827e-08 0 5.02606e-08 2.67973e-31 4.59204e-08 4.23885e-08 4.03252e-08 1.69132e-07 2.72576e-06 2.87847e-08 0 4.53572e-08 3.32669e-08 3.77769e-08 0.035575 3.03447e-08 1.25652e-07 3.12386e-08 4.20002e-08 2.72751e-08 0 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #182 of 1000; initialization seed = 493577407 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 690335 Distortion: 0.000562403 Distortions/cluster: 3.46171e-06 9.36149e-06 6.6989e-06 7.02984e-06 1.15187e-05 5.77347e-06 4.67043e-05 4.10095e-06 1.12889e-05 5.41652e-06 1.02954e-05 1.08283e-34 1.17999e-05 4.81021e-06 2.37044e-35 1.06181e-05 7.72834e-06 7.70234e-06 9.64317e-35 1.00135e-05 1.1038e-05 7.80566e-06 1.08764e-05 9.76024e-06 0 9.11993e-06 0 9.91358e-06 9.30822e-06 1.27749e-35 0.000285111 8.13762e-06 2.94549e-06 6.87136e-06 0 9.68055e-06 7.51257e-06 0 Variance: 9.56142e-08 Variances/cluster: 3.80377e-08 4.23562e-08 3.64037e-08 4.53402e-08 3.83828e-07 3.90068e-08 2.74699e-06 4.31536e-08 3.41025e-08 4.47502e-08 3.74344e-08 0 3.26834e-08 1.65857e-07 0 2.83874e-08 4.54462e-08 3.19562e-08 6.86694e-32 4.46882e-08 4.11734e-08 4.40957e-08 3.03783e-08 2.69596e-08 0 5.15085e-08 0 3.23867e-08 3.23174e-08 0 3.09873e-06 4.3973e-08 1.1778e-07 5.58599e-08 0 5.14883e-08 2.79254e-08 0 -------------------------------------------------------------- Initialization seed trial #183 of 1000; initialization seed = 493577408 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 600254 Distortion: 0.00420972 Distortions/cluster: 3.01954e-06 0 5.21305e-06 6.67576e-06 4.62443e-06 6.372e-06 4.1555e-06 3.14299e-05 7.83953e-06 7.40868e-06 9.64317e-35 9.24126e-06 3.88926e-06 6.7508e-06 5.83568e-06 7.78009e-06 4.46994e-06 1.00017e-05 3.39171e-06 6.75785e-06 4.62754e-06 3.63232e-06 6.66158e-06 5.79484e-06 5.6807e-06 4.35604e-05 1.6566e-05 4.01149e-06 0.00391362 4.81569e-35 1.61895e-05 3.52401e-06 9.50289e-06 1.81575e-05 5.97661e-06 3.69958e-06 2.37044e-35 1.36613e-05 Variance: 7.15696e-07 Variances/cluster: 3.72754e-08 0 3.88998e-08 2.51893e-08 2.4209e-08 4.42467e-08 2.53354e-08 3.11154e-07 3.32154e-08 2.315e-07 6.86694e-32 5.21937e-08 2.75809e-08 3.30892e-08 1.42286e-07 2.70119e-08 3.72465e-08 5.43408e-08 2.84984e-08 2.37931e-08 3.28167e-08 2.18789e-08 4.93411e-08 2.65792e-08 2.64196e-08 2.7222e-06 4.10935e-08 3.64648e-08 0.00391989 2.67973e-31 4.28153e-08 3.91523e-08 3.28791e-08 5.5005e-08 3.39547e-08 5.36124e-08 0 5.71421e-08 -------------------------------------------------------------- Initialization seed trial #184 of 1000; initialization seed = 493577409 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 600261 Distortion: 0.00420859 Distortions/cluster: 6.44663e-06 6.65133e-06 5.29648e-06 0 2.37044e-35 3.69989e-06 6.50344e-06 1.0127e-05 3.1695e-05 1.39891e-05 6.39569e-06 6.24272e-06 7.26513e-06 4.69681e-06 7.45334e-06 8.35686e-06 7.12271e-06 8.81139e-06 8.95923e-06 4.81569e-35 9.91785e-06 9.64317e-35 0.00391362 7.9318e-06 4.43076e-06 5.5155e-06 8.43566e-06 0 5.76172e-06 5.31776e-06 5.29616e-06 9.45124e-06 5.11331e-06 4.35604e-05 1.04189e-05 6.16645e-06 1.25488e-05 5.38858e-06 Variance: 7.15503e-07 Variances/cluster: 2.42333e-08 2.99583e-08 6.30343e-08 0 0 3.66208e-08 4.08986e-08 4.89182e-08 3.10701e-07 4.37016e-08 2.61018e-08 4.62277e-08 4.4557e-08 4.1922e-08 2.76026e-08 3.31513e-08 3.52573e-08 3.15793e-08 3.02649e-08 2.67973e-31 4.86017e-08 6.86694e-32 0.00391989 2.85292e-08 4.38544e-08 1.37842e-07 5.8576e-08 0 2.46199e-08 3.47526e-08 3.0969e-08 4.02051e-08 1.7043e-07 2.7222e-06 5.26165e-08 3.97804e-08 4.61315e-08 2.2831e-08 -------------------------------------------------------------- Initialization seed trial #185 of 1000; initialization seed = 493577410 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 505347 Distortion: 0.035894 Distortions/cluster: 1.08283e-34 6.67946e-06 5.76146e-06 1.04746e-05 0.0356196 1.27749e-35 7.06757e-06 6.57931e-06 2.45348e-05 8.64285e-06 6.11166e-06 6.16315e-06 9.37126e-06 7.72587e-06 1.2839e-05 5.25261e-06 1.01764e-05 1.18616e-05 1.34511e-05 9.56784e-06 8.50155e-06 1.0381e-05 7.1729e-06 6.11308e-06 2.37044e-35 9.1874e-06 4.81569e-35 4.96595e-06 1.0429e-05 6.71585e-06 6.49691e-06 1.04366e-05 6.70144e-06 1.0237e-05 8.5278e-06 0 6.3375e-06 0 Variance: 6.10235e-06 Variances/cluster: 0 2.98155e-08 3.09654e-08 1.10249e-07 0.035575 0 2.95688e-08 3.59492e-08 2.72576e-06 2.9698e-08 3.5121e-08 4.30851e-08 5.06508e-08 3.31553e-08 4.60142e-08 4.30401e-08 2.9928e-08 4.16062e-08 7.07844e-07 8.54205e-08 2.58383e-08 4.02328e-08 1.59349e-07 2.75337e-08 0 5.53282e-08 2.67973e-31 4.47236e-08 4.9884e-08 2.95826e-08 5.28041e-08 5.24411e-08 2.97744e-08 2.79666e-08 5.84046e-08 0 4.59086e-08 0 -------------------------------------------------------------- Initialization seed trial #186 of 1000; initialization seed = 493577411 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 80 BIC score: 716199 Distortion: 0.00031009 Distortions/cluster: 9.31291e-06 4.99707e-06 1.47498e-05 3.58104e-05 4.93662e-06 1.60493e-05 7.58106e-06 5.29915e-06 1.03262e-05 5.24023e-06 1.44796e-05 3.88276e-06 5.14138e-06 6.15497e-06 1.09031e-05 1.07643e-05 6.32711e-06 5.79779e-06 1.08163e-05 5.49542e-06 4.35604e-05 9.64317e-35 2.37044e-35 3.61971e-06 4.81569e-35 1.08283e-34 5.75234e-06 9.54884e-06 0 4.79948e-06 7.92634e-06 5.7316e-06 6.2593e-06 0 1.58473e-05 1.29786e-05 0 1.27749e-35 Variance: 5.27184e-08 Variances/cluster: 3.08348e-08 2.71556e-08 5.62787e-08 3.16869e-07 2.68268e-08 4.46912e-08 3.43005e-08 2.35497e-08 5.43311e-08 2.32873e-08 4.79299e-08 3.2086e-08 2.4716e-08 4.59287e-08 4.977e-08 5.38045e-08 2.71526e-08 2.69641e-08 4.41447e-08 2.93838e-08 2.7222e-06 6.86694e-32 0 3.20294e-08 2.67973e-31 0 3.28677e-08 9.18085e-08 0 2.65141e-08 5.74323e-08 2.70327e-08 5.53886e-08 0 7.33445e-08 4.52175e-08 0 0 -------------------------------------------------------------- Initialization seed trial #187 of 1000; initialization seed = 493577412 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 600467 Distortion: 0.00421185 Distortions/cluster: 8.44601e-06 1.09208e-05 2.37044e-35 7.25097e-06 9.75068e-06 9.64317e-35 6.12034e-06 6.48479e-06 9.5152e-06 6.88068e-06 7.06561e-06 6.87141e-06 6.78654e-06 5.64355e-06 5.36949e-06 7.24236e-06 1.26949e-05 7.91443e-06 6.34042e-06 3.48359e-06 1.27659e-05 1.00486e-05 1.05296e-05 7.58619e-06 8.33717e-06 5.65047e-06 4.38984e-06 0.00391362 0 3.14299e-05 0 0 5.18775e-06 4.81569e-35 5.75568e-06 7.32065e-06 1.08889e-05 4.35604e-05 Variance: 7.16058e-07 Variances/cluster: 3.36465e-08 3.23068e-08 0 3.08516e-08 3.44517e-08 6.86694e-32 2.5822e-08 4.53334e-08 2.76572e-08 2.43974e-08 5.04535e-08 4.80364e-08 3.02944e-08 4.94894e-08 3.41978e-08 4.41465e-08 4.33135e-08 6.88157e-08 5.4654e-08 3.87035e-08 4.46213e-08 3.35965e-08 1.94941e-07 4.68241e-08 4.45796e-08 5.48556e-08 4.26162e-08 0.00391989 0 3.11154e-07 0 0 3.81419e-08 2.67973e-31 4.4603e-08 2.56842e-08 3.08441e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #188 of 1000; initialization seed = 493577413 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 722431 Distortion: 0.000270643 Distortions/cluster: 1.27749e-35 1.04279e-05 7.22062e-06 8.39942e-06 6.88766e-06 9.31192e-06 6.99571e-06 1.08283e-34 5.83568e-06 4.81569e-35 0 8.84203e-06 9.69821e-06 1.10812e-05 7.8109e-06 7.34944e-06 1.59192e-05 2.45348e-05 4.3004e-06 5.79774e-06 8.29892e-06 6.32792e-06 5.17771e-06 1.29627e-05 8.91456e-06 5.6762e-06 1.29319e-05 2.37044e-35 8.44125e-06 6.26172e-06 7.25521e-06 9.64317e-35 7.18891e-06 4.56695e-06 1.03601e-05 0 8.20071e-06 7.66503e-06 Variance: 4.6012e-08 Variances/cluster: 0 3.01358e-08 3.26696e-08 9.43662e-08 4.62108e-08 4.39205e-08 4.60209e-08 0 1.42286e-07 2.67973e-31 0 4.99389e-08 3.74415e-08 3.46175e-08 5.03767e-08 3.29543e-08 7.5794e-07 2.72576e-06 2.88592e-08 4.87161e-08 5.84381e-08 3.16359e-08 2.48899e-08 4.48394e-08 5.03609e-08 2.42546e-08 4.26656e-08 0 2.68806e-08 2.78275e-08 3.45454e-08 6.86694e-32 2.6525e-08 1.69132e-07 3.18741e-08 0 4.85093e-08 5.21275e-08 -------------------------------------------------------------- Initialization seed trial #189 of 1000; initialization seed = 493577414 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 601082 Distortion: 0.00418456 Distortions/cluster: 4.81569e-35 7.33163e-06 7.71111e-06 4.56695e-06 7.93099e-06 0.00391362 2.45348e-05 7.47175e-06 1.01015e-05 2.02532e-06 5.63978e-06 8.90443e-06 1.39109e-05 6.53332e-06 6.05848e-06 9.64317e-35 1.22723e-05 3.01185e-06 1.25175e-05 4.86643e-06 1.47092e-05 1.59192e-05 1.05978e-05 9.89451e-06 8.14264e-06 8.56654e-06 8.48267e-06 5.06027e-06 0 2.37044e-35 5.2913e-06 5.58077e-06 9.15232e-06 0 8.39942e-06 7.9308e-06 0 7.82478e-06 Variance: 7.11418e-07 Variances/cluster: 2.67973e-31 2.84148e-08 2.45555e-08 1.69132e-07 5.01799e-08 0.00391989 2.72576e-06 3.47493e-08 4.65353e-08 5.06286e-08 2.42024e-08 4.19987e-08 3.56658e-08 3.20224e-08 3.58457e-08 6.86694e-32 3.32551e-08 3.54308e-08 4.2133e-08 4.42364e-08 3.63159e-08 7.5794e-07 3.27998e-08 5.23351e-08 4.62499e-08 5.09874e-08 5.40136e-08 2.51725e-08 0 0 1.35629e-07 3.84849e-08 4.71618e-08 0 9.43662e-08 2.86285e-08 0 4.07504e-08 -------------------------------------------------------------- Initialization seed trial #190 of 1000; initialization seed = 493577415 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 71 BIC score: 717524 Distortion: 0.000308387 Distortions/cluster: 1.34882e-05 6.37644e-06 2.37044e-35 6.97721e-06 1.63366e-05 7.25003e-06 4.81569e-35 7.59853e-06 9.64317e-35 1.08283e-34 0 9.85554e-06 7.70383e-06 1.11948e-05 4.35604e-05 7.93726e-06 4.43671e-06 8.06679e-06 0 4.39014e-06 9.48071e-06 1.37736e-05 7.07338e-06 1.37044e-05 3.28529e-05 7.0199e-06 5.66437e-06 5.12978e-06 2.81659e-06 0 1.27749e-35 1.27582e-05 1.86024e-05 9.27848e-06 1.30742e-05 0 1.98602e-06 0 Variance: 5.2429e-08 Variances/cluster: 3.30564e-08 4.45759e-08 0 2.71463e-08 3.12926e-08 4.86423e-08 2.67973e-31 3.97786e-08 6.86694e-32 0 0 2.18977e-07 4.78344e-08 2.80548e-08 2.7222e-06 5.39788e-08 4.22518e-08 2.90145e-08 0 4.2619e-08 4.96327e-08 3.53139e-08 3.86491e-08 4.6128e-08 3.12848e-07 3.77378e-08 4.35683e-08 3.74406e-08 3.52046e-08 0 0 3.87661e-08 5.70438e-08 5.15305e-08 3.36068e-08 0 5.09191e-08 0 -------------------------------------------------------------- Initialization seed trial #191 of 1000; initialization seed = 493577416 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 550367 Distortion: 0.0129046 Distortions/cluster: 5.11918e-06 5.41675e-06 4.56695e-06 4.97775e-06 5.67159e-06 1.65072e-05 6.11451e-06 5.1038e-06 0.00391362 2.45348e-05 5.67917e-06 8.07682e-06 1.3418e-05 5.89333e-06 1.00719e-05 5.06006e-06 8.0049e-06 6.06774e-06 1.82637e-05 6.07668e-06 5.83568e-06 6.56905e-06 3.9914e-06 3.18336e-06 6.79465e-06 5.02583e-06 4.84344e-06 3.85892e-06 9.10743e-06 1.59192e-05 0.00872182 5.11606e-06 8.39942e-06 6.16795e-06 1.64477e-05 0 4.81569e-35 3.31688e-06 Variance: 2.19392e-06 Variances/cluster: 2.67997e-08 3.34337e-08 1.69132e-07 3.03486e-08 2.45502e-08 4.29733e-08 2.88395e-08 3.54399e-08 0.00391989 2.72576e-06 2.89728e-08 4.95473e-08 5.68376e-08 2.84676e-08 5.44263e-08 3.12323e-08 4.19071e-08 2.38866e-08 5.51595e-08 2.40164e-08 1.42286e-07 3.47539e-08 4.38582e-08 3.65874e-08 5.5689e-08 3.00921e-08 4.99279e-08 2.99113e-08 5.20257e-08 7.5794e-07 0.156503 2.32521e-08 9.43662e-08 2.6698e-08 4.1106e-08 0 2.67973e-31 2.78697e-08 -------------------------------------------------------------- Initialization seed trial #192 of 1000; initialization seed = 493577417 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 79 BIC score: 600586 Distortion: 0.00420817 Distortions/cluster: 7.62376e-06 5.4906e-06 4.35604e-05 1.10534e-05 5.5155e-06 9.64317e-35 3.1695e-05 7.95403e-06 4.5846e-06 1.30025e-05 7.65839e-06 7.28622e-06 6.27229e-06 5.11331e-06 7.49556e-06 7.43466e-06 2.37044e-35 9.30466e-06 7.32421e-06 9.01443e-06 6.91723e-06 9.05242e-06 4.81569e-35 5.72609e-06 0 0 7.71427e-06 9.66214e-06 6.47755e-06 9.4455e-06 0.00391362 9.7507e-06 6.60973e-06 3.91489e-06 3.46171e-06 1.1441e-05 6.9942e-06 0 Variance: 7.15432e-07 Variances/cluster: 4.98128e-08 3.89373e-08 2.7222e-06 3.10462e-08 1.37842e-07 6.86694e-32 3.10701e-07 2.57389e-08 4.16645e-08 3.76761e-08 2.58707e-08 4.30997e-08 3.26574e-08 1.7043e-07 2.81764e-08 3.47383e-08 0 5.02908e-08 4.81699e-08 4.35336e-08 3.02036e-08 4.21009e-08 2.67973e-31 5.66768e-08 0 0 4.50981e-08 5.16653e-08 3.63873e-08 2.74546e-08 0.00391989 3.4574e-08 5.55391e-08 3.65767e-08 3.80377e-08 3.30632e-08 3.0406e-08 0 -------------------------------------------------------------- Initialization seed trial #193 of 1000; initialization seed = 493577418 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 717791 Distortion: 0.00029915 Distortions/cluster: 5.64783e-06 5.11331e-06 7.88194e-06 5.35388e-06 4.94323e-06 1.20606e-05 1.04854e-05 9.64317e-35 5.5564e-06 1.62602e-05 6.00771e-06 5.83568e-06 1.27749e-35 3.52837e-06 4.35604e-05 7.6222e-06 7.8743e-06 4.77865e-06 6.50743e-06 1.16436e-05 3.14299e-05 5.47958e-06 2.37044e-35 8.43566e-06 3.57024e-06 4.09747e-06 5.49751e-06 6.5464e-06 3.84101e-06 4.02443e-06 4.81569e-35 0 1.08283e-34 0 1.57821e-05 1.29048e-05 1.02052e-05 1.66746e-05 Variance: 5.08586e-08 Variances/cluster: 3.20868e-08 1.7043e-07 3.50278e-08 2.2684e-08 2.60144e-08 4.56805e-08 4.87537e-08 6.86694e-32 2.82026e-08 4.30023e-08 3.22967e-08 1.42286e-07 0 2.86826e-08 2.7222e-06 2.85451e-08 5.24905e-08 2.8959e-08 2.75715e-08 5.51654e-08 3.11154e-07 2.52493e-08 0 5.8576e-08 2.42845e-08 2.22662e-08 3.98338e-08 3.35681e-08 2.20728e-08 2.29942e-08 2.67973e-31 0 0 0 4.01451e-08 5.11935e-08 5.23306e-08 6.36235e-08 -------------------------------------------------------------- Initialization seed trial #194 of 1000; initialization seed = 493577419 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 600114 Distortion: 0.00420398 Distortions/cluster: 6.37969e-06 1.10335e-05 5.22083e-06 6.17073e-06 7.42792e-06 5.64026e-06 0.00391362 6.58521e-06 6.29323e-06 9.02689e-06 7.59704e-06 5.71392e-06 6.3417e-06 7.48577e-06 4.41857e-06 3.53084e-06 5.71901e-06 5.32056e-06 5.57673e-06 0 5.949e-06 4.81569e-35 5.91969e-06 4.35604e-05 9.64317e-35 6.76294e-06 9.31613e-06 5.73959e-06 5.04423e-06 5.39264e-06 6.75916e-06 9.85029e-06 8.07174e-06 3.10001e-05 2.37044e-35 1.12296e-05 1.48818e-05 5.40336e-06 Variance: 7.1472e-07 Variances/cluster: 2.32815e-08 3.51271e-08 2.3621e-08 3.1006e-08 2.8457e-08 4.44077e-08 0.00391989 2.57212e-08 3.5352e-08 4.93228e-08 4.52058e-08 1.428e-07 3.37295e-08 4.79703e-08 4.24836e-08 4.8353e-08 2.817e-08 4.25505e-08 2.98186e-08 0 4.04661e-08 2.67973e-31 2.64247e-08 2.7222e-06 6.86694e-32 4.56806e-08 2.92934e-08 3.35614e-08 2.49685e-08 1.7394e-07 5.11904e-08 4.30108e-08 5.80651e-08 3.09968e-07 0 4.60084e-08 4.26272e-08 3.10511e-08 -------------------------------------------------------------- Initialization seed trial #195 of 1000; initialization seed = 493577420 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 494770 Distortion: 0.0449028 Distortions/cluster: 6.15704e-06 9.89451e-06 5.58926e-06 4.0865e-06 5.3696e-06 6.87937e-06 1.1171e-05 8.03159e-06 6.39099e-06 8.93987e-06 6.147e-06 6.20366e-06 7.67324e-06 4.18898e-06 6.74918e-06 3.82416e-06 4.04062e-06 1.03493e-05 4.81569e-35 1.14569e-05 5.54074e-06 6.8281e-06 1.59192e-05 0.0446389 8.39942e-06 1.27749e-35 9.80438e-06 5.48098e-06 4.56695e-06 9.82953e-06 6.23217e-06 8.1022e-06 2.45348e-05 7.57156e-06 8.43566e-06 5.23601e-06 1.08283e-34 4.24816e-06 Variance: 7.63393e-06 Variances/cluster: 3.45869e-08 5.23351e-08 3.17544e-08 3.07229e-08 3.03268e-08 2.49231e-08 4.07572e-08 5.11402e-08 2.85287e-08 4.70369e-08 2.36402e-08 2.98227e-08 2.88443e-08 2.25187e-08 4.46819e-08 2.5156e-08 3.08408e-08 4.24011e-08 2.67973e-31 4.54601e-08 1.38473e-07 3.57461e-08 7.5794e-07 0.0422886 9.43662e-08 0 5.13279e-08 3.13096e-08 1.69132e-07 3.1705e-08 4.21059e-08 5.3288e-08 2.72576e-06 4.11461e-08 5.8576e-08 2.71272e-08 0 2.33391e-08 -------------------------------------------------------------- Initialization seed trial #196 of 1000; initialization seed = 493577421 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 718237 Distortion: 0.000299473 Distortions/cluster: 7.11018e-06 1.559e-05 6.96792e-06 7.44096e-06 8.04371e-06 9.36713e-06 4.90931e-06 4.35611e-06 4.33037e-06 1.08283e-34 1.54542e-05 2.81659e-06 1.77311e-05 6.46096e-06 4.81569e-35 5.83568e-06 0 1.14431e-05 5.61351e-06 3.14299e-05 7.8531e-06 1.27749e-35 7.12445e-06 1.31855e-05 5.81091e-06 1.03165e-05 5.11331e-06 6.93286e-06 1.98602e-06 9.64317e-35 6.34231e-06 4.35604e-05 2.37044e-35 0 6.74461e-06 1.15663e-05 0 8.03575e-06 Variance: 5.09134e-08 Variances/cluster: 3.07764e-08 3.97575e-08 2.70051e-08 2.44747e-08 4.37117e-08 2.72269e-08 3.74726e-08 4.22897e-08 4.24509e-08 0 4.27954e-08 3.52046e-08 6.42232e-08 2.55352e-08 2.67973e-31 1.42286e-07 0 5.49975e-08 4.35118e-08 3.11154e-07 2.69842e-08 0 3.2381e-08 5.03104e-08 3.39786e-08 4.86472e-08 1.7043e-07 3.85127e-08 5.09191e-08 6.86694e-32 2.8311e-08 2.7222e-06 0 0 4.24151e-08 3.33294e-08 0 3.41917e-08 -------------------------------------------------------------- Initialization seed trial #197 of 1000; initialization seed = 493577422 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 77 BIC score: 716627 Distortion: 0.000310811 Distortions/cluster: 7.37781e-06 1.29626e-05 5.20159e-06 3.28529e-05 6.18987e-06 5.99239e-06 1.88839e-05 6.43819e-06 1.08283e-34 3.68781e-06 9.64317e-35 5.28805e-06 1.06988e-05 1.36661e-05 5.96419e-06 5.09456e-06 4.35604e-05 6.44374e-06 1.37761e-05 2.37044e-35 1.0491e-05 0 0 1.75991e-05 1.27749e-35 1.10593e-05 4.81569e-35 1.33909e-05 5.894e-06 0 5.18521e-06 0 1.14899e-05 4.4897e-06 5.75406e-06 0 7.31129e-06 1.4068e-05 Variance: 5.28411e-08 Variances/cluster: 3.38402e-08 2.31427e-07 2.3534e-08 3.12848e-07 2.60056e-08 2.86692e-08 4.87794e-08 3.28446e-08 0 3.8816e-08 6.86694e-32 2.29895e-08 4.92875e-08 3.80638e-08 3.31315e-08 2.48486e-08 2.7222e-06 2.76531e-08 6.12078e-08 0 4.44498e-08 0 0 4.1989e-08 0 5.72976e-08 2.67973e-31 4.53887e-08 3.16849e-08 0 2.74326e-08 0 5.49579e-08 2.42665e-08 3.01224e-08 0 5.66717e-08 5.32711e-08 -------------------------------------------------------------- Initialization seed trial #198 of 1000; initialization seed = 493577423 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 505157 Distortion: 0.0358924 Distortions/cluster: 1.47949e-05 6.5911e-06 6.18571e-06 7.69103e-06 6.48568e-06 5.90481e-06 1.28963e-05 9.19813e-06 7.18402e-06 6.0732e-06 1.08283e-34 4.69859e-06 5.80456e-06 2.37044e-35 0.0356196 1.11551e-05 7.23053e-06 5.52353e-06 9.66205e-06 5.82502e-06 1.27749e-35 1.44484e-05 4.81569e-35 6.12675e-06 5.64991e-06 7.27727e-06 5.68749e-06 5.89347e-06 1.59192e-05 1.08545e-05 6.33449e-06 0 2.45348e-05 8.5381e-06 9.89386e-06 6.84499e-06 6.1028e-06 5.82991e-06 Variance: 6.10207e-06 Variances/cluster: 3.85249e-08 3.45044e-08 4.64942e-08 3.32916e-08 4.83861e-08 3.29849e-08 4.25587e-08 4.23742e-08 3.53854e-08 2.3629e-08 0 6.80728e-08 1.41532e-07 0 0.035575 1.1499e-07 4.38073e-08 2.87659e-08 3.26389e-08 3.14763e-08 0 5.75588e-08 2.67973e-31 2.64061e-08 4.37834e-08 3.38368e-08 2.34033e-08 4.53195e-08 7.5794e-07 6.53834e-08 2.76591e-08 0 2.72576e-06 2.54839e-08 5.99577e-08 3.16793e-08 4.17963e-08 4.93906e-08 -------------------------------------------------------------- Initialization seed trial #199 of 1000; initialization seed = 493577424 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 504873 Distortion: 0.0359099 Distortions/cluster: 1.27749e-35 6.5196e-06 5.85976e-06 1.36549e-05 7.12276e-06 8.81179e-06 6.46458e-06 4.81569e-35 1.03583e-05 6.67828e-06 5.57864e-06 2.37044e-35 1.08283e-34 5.55177e-06 5.83568e-06 3.91305e-06 6.41776e-06 5.95523e-06 5.34323e-06 5.32547e-06 3.14299e-05 1.00874e-05 5.11331e-06 1.11996e-05 0.0356196 5.96418e-06 5.191e-06 1.10453e-05 5.42205e-06 1.24333e-05 4.85784e-06 5.40623e-06 5.36487e-06 4.46155e-06 8.21816e-06 7.9493e-06 3.28862e-06 4.35604e-05 Variance: 6.10506e-06 Variances/cluster: 0 5.47818e-08 2.85817e-08 4.59612e-08 4.91066e-08 4.68562e-08 2.73899e-08 2.67973e-31 3.34029e-08 3.88239e-08 4.13097e-08 0 0 2.98447e-08 1.42286e-07 4.07584e-08 3.41337e-08 2.53392e-08 3.23804e-08 2.70305e-08 3.11154e-07 5.27966e-08 1.7043e-07 3.28407e-08 0.035575 2.31149e-08 2.70338e-08 4.58268e-08 2.37782e-08 4.28592e-08 3.30437e-08 4.43096e-08 2.57896e-08 3.94796e-08 5.36974e-08 3.23114e-08 3.69478e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #200 of 1000; initialization seed = 493577425 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 600733 Distortion: 0.00421419 Distortions/cluster: 1.54542e-05 6.40577e-06 6.49242e-06 3.00036e-05 1.77311e-05 8.10794e-06 9.43384e-06 0.00391362 5.38045e-06 9.64317e-35 5.37965e-06 1.31054e-05 3.33763e-06 1.559e-05 5.10412e-06 4.54911e-06 6.75557e-06 4.35604e-05 0 9.30672e-06 5.66971e-06 4.81569e-35 5.91217e-06 6.50239e-06 6.82823e-06 1.03963e-05 5.83568e-06 5.89971e-06 2.37044e-35 7.02355e-06 0 1.14431e-05 4.97139e-06 0 6.84893e-06 1.04955e-05 7.04306e-06 0 Variance: 7.16455e-07 Variances/cluster: 4.27954e-08 3.13982e-08 4.08295e-08 3.22584e-07 6.42232e-08 3.32264e-08 3.06264e-08 0.00391989 3.95589e-08 6.86694e-32 2.63685e-08 5.01962e-08 3.74985e-08 3.97575e-08 3.49556e-08 4.94437e-08 2.97576e-08 2.7222e-06 0 3.43392e-08 3.54324e-08 2.67973e-31 1.59774e-07 5.51002e-08 5.93704e-08 4.87934e-08 1.42286e-07 2.46821e-08 0 2.56311e-08 0 5.49975e-08 4.32258e-08 0 2.71751e-08 3.05075e-08 2.43683e-08 0 -------------------------------------------------------------- Initialization seed trial #201 of 1000; initialization seed = 493577426 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 717830 Distortion: 0.000299249 Distortions/cluster: 5.83568e-06 1.61363e-05 5.29139e-06 4.81569e-35 4.76787e-06 5.11717e-06 4.49433e-06 1.27749e-35 5.70075e-06 7.24815e-06 4.35604e-05 6.0962e-06 4.21145e-06 1.54852e-05 6.42576e-06 1.17881e-05 3.54235e-06 3.14299e-05 4.28377e-06 0 1.7202e-05 7.7678e-06 1.04299e-05 1.28443e-05 9.64317e-35 2.37044e-35 1.16436e-05 5.96266e-06 1.00998e-05 6.63935e-06 6.43515e-06 3.90222e-06 5.11331e-06 8.43566e-06 0 5.85582e-06 5.50222e-06 1.08283e-34 Variance: 5.08753e-08 Variances/cluster: 1.42286e-07 4.3016e-08 2.89113e-08 2.67973e-31 2.41995e-08 2.78083e-08 2.4557e-08 0 3.90431e-08 2.43205e-08 2.7222e-06 6.69851e-08 2.64848e-08 3.98974e-08 2.7576e-08 4.60436e-08 3.07995e-08 3.11154e-07 3.48242e-08 0 6.39279e-08 3.51454e-08 4.8722e-08 5.05521e-08 6.86694e-32 0 5.51654e-08 3.10528e-08 5.28744e-08 2.96374e-08 2.57383e-08 2.46951e-08 1.7043e-07 5.8576e-08 0 2.81504e-08 2.41299e-08 0 -------------------------------------------------------------- Initialization seed trial #202 of 1000; initialization seed = 493577427 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 718379 Distortion: 0.000297731 Distortions/cluster: 7.33745e-06 2.37044e-35 8.66472e-06 1.08283e-34 1.09581e-05 5.16995e-06 3.10001e-05 6.1703e-06 0 9.2341e-06 5.5756e-06 8.39042e-06 4.81569e-35 1.27749e-35 5.39264e-06 1.19653e-05 4.55136e-06 6.24138e-06 9.64317e-35 0 8.66185e-06 1.19378e-05 7.71588e-06 6.64212e-06 4.35604e-05 6.17426e-06 9.55442e-06 5.81705e-06 1.53139e-05 5.73553e-06 5.71392e-06 5.4324e-06 6.04017e-06 0 5.5507e-06 7.98359e-06 1.43105e-05 1.09353e-05 Variance: 5.06173e-08 Variances/cluster: 2.84373e-08 0 4.6074e-08 0 4.49066e-08 2.46163e-08 3.09968e-07 3.46614e-08 0 4.99094e-08 2.68031e-08 5.14711e-08 2.67973e-31 0 1.7394e-07 3.22486e-08 4.21386e-08 3.54589e-08 6.86694e-32 0 5.09356e-08 3.39114e-08 5.28325e-08 2.97818e-08 2.7222e-06 2.55113e-08 2.6686e-08 4.43904e-08 4.27622e-08 4.94289e-08 1.428e-07 5.8408e-08 2.59204e-08 0 3.96447e-08 3.25832e-08 3.83536e-08 4.79465e-08 -------------------------------------------------------------- Initialization seed trial #203 of 1000; initialization seed = 493577428 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 716261 Distortion: 0.000313547 Distortions/cluster: 5.24464e-06 1.08283e-34 1.27749e-35 9.85554e-06 2.66419e-05 6.3958e-06 6.99978e-06 3.41841e-06 3.28529e-05 1.18349e-05 9.64317e-35 5.19314e-06 2.2557e-05 7.31716e-06 0 9.48365e-06 2.37044e-35 2.16153e-06 1.32247e-05 4.02945e-06 9.06085e-06 0 9.3923e-06 4.81569e-35 3.38029e-06 5.53331e-06 4.00058e-06 4.35604e-05 5.96633e-06 1.06775e-05 5.73387e-06 0 6.08553e-06 5.72077e-06 0 4.72692e-06 9.56265e-06 2.2935e-05 Variance: 5.33062e-08 Variances/cluster: 2.27021e-08 0 0 2.18977e-07 5.50271e-08 3.21369e-08 5.59934e-08 3.79794e-08 3.12848e-07 5.5545e-08 6.86694e-32 2.28753e-08 4.9669e-08 3.14014e-08 0 2.87358e-08 0 2.70163e-08 5.37419e-08 2.18966e-08 3.44489e-08 0 4.24956e-08 2.67973e-31 2.96481e-08 2.6858e-08 2.25996e-08 2.7222e-06 3.89925e-08 4.04414e-08 2.52571e-08 0 4.13946e-08 3.34516e-08 0 3.04928e-08 5.11332e-08 6.78339e-08 -------------------------------------------------------------- Initialization seed trial #204 of 1000; initialization seed = 493577429 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 597706 Distortion: 0.00447152 Distortions/cluster: 5.08297e-06 5.86804e-06 5.4559e-06 0 6.09421e-06 3.65448e-05 6.49374e-06 8.45191e-06 6.06118e-06 5.59157e-06 7.60069e-06 5.96721e-06 9.93722e-06 0.000300791 6.55603e-06 9.64317e-35 5.20219e-06 2.37044e-35 5.70303e-06 7.97254e-06 0 1.03253e-05 7.20541e-06 1.2798e-05 1.15339e-05 9.3236e-06 6.57385e-06 6.79091e-06 0.00391362 9.38387e-06 7.38558e-06 8.97436e-06 8.13411e-06 0 9.94565e-06 0 4.64745e-06 9.49976e-06 Variance: 7.60204e-07 Variances/cluster: 3.13736e-08 2.74184e-08 4.1319e-08 0 3.12487e-08 3.35237e-07 5.11165e-08 5.90992e-08 2.49404e-08 2.54132e-08 3.36282e-08 4.88962e-08 3.33355e-08 1.87971e-05 4.71506e-08 6.86694e-32 4.52215e-08 0 2.54577e-08 3.8317e-08 0 2.98392e-08 2.85904e-08 4.45775e-08 4.52274e-08 8.32404e-08 3.01527e-08 1.54291e-07 0.00391989 2.71972e-08 4.47466e-08 5.04139e-08 7.89647e-08 0 3.14704e-08 0 4.04e-08 3.72507e-08 -------------------------------------------------------------- Initialization seed trial #205 of 1000; initialization seed = 493577430 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 66 BIC score: 717387 Distortion: 0.000306656 Distortions/cluster: 1.29662e-05 9.49853e-06 3.28529e-05 1.41595e-05 5.08206e-06 9.58928e-06 0 1.01013e-05 9.64317e-35 7.79599e-06 2.37044e-35 1.0448e-05 4.35604e-05 7.34035e-06 1.15067e-05 2.02771e-05 1.11522e-05 3.19128e-06 0 7.21823e-06 1.27749e-35 4.81569e-35 1.10735e-05 1.08283e-34 6.94807e-06 6.57897e-06 6.60783e-06 9.72325e-06 0 8.13137e-06 0 6.69541e-06 5.01896e-06 7.58487e-06 4.41189e-06 9.59206e-06 7.55015e-06 0 Variance: 5.21347e-08 Variances/cluster: 4.81862e-08 5.27525e-08 3.12848e-07 3.94288e-08 3.70923e-08 5.60607e-08 0 2.7824e-08 6.86694e-32 2.5898e-08 0 5.32891e-08 2.7222e-06 3.98898e-08 2.50105e-07 5.69394e-08 3.27012e-08 3.71049e-08 0 3.42066e-08 0 2.67973e-31 3.11027e-08 0 3.02064e-08 3.59473e-08 5.50605e-08 3.45993e-08 0 2.61436e-08 0 3.11378e-08 4.40222e-08 2.88373e-08 4.24194e-08 4.74702e-08 4.05885e-08 0 -------------------------------------------------------------- Initialization seed trial #206 of 1000; initialization seed = 493577431 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 25 BIC score: 718250 Distortion: 0.000296884 Distortions/cluster: 0 7.01715e-06 9.64317e-35 1.08283e-34 4.80229e-06 5.55342e-06 4.81569e-35 1.02927e-05 5.5155e-06 1.07732e-05 5.24549e-06 5.12442e-06 5.82629e-06 1.19021e-05 2.37044e-35 3.1695e-05 1.69088e-05 5.11331e-06 6.40456e-06 3.75984e-06 5.83613e-06 3.30788e-06 6.77007e-06 4.87385e-06 4.35604e-05 9.79945e-06 6.83583e-06 1.27749e-35 8.43609e-06 1.48587e-05 1.13729e-05 1.28776e-05 7.16837e-06 6.42933e-06 0 6.56872e-06 7.73541e-06 4.51933e-06 Variance: 5.04733e-08 Variances/cluster: 0 2.80662e-08 6.86694e-32 0 4.32601e-08 3.20979e-08 2.67973e-31 2.78903e-08 1.37842e-07 3.3145e-08 2.5711e-08 3.88183e-08 2.54401e-08 4.74142e-08 0 3.10701e-07 6.30729e-08 1.7043e-07 3.04944e-08 4.17734e-08 3.43272e-08 3.75866e-08 3.98206e-08 3.36098e-08 2.7222e-06 4.77868e-08 3.67398e-08 0 3.47052e-08 4.33054e-08 5.49239e-08 4.98974e-08 2.53277e-08 5.49467e-08 0 3.04081e-08 2.60429e-08 2.91544e-08 -------------------------------------------------------------- Initialization seed trial #207 of 1000; initialization seed = 493577432 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 505229 Distortion: 0.0359126 Distortions/cluster: 7.24003e-06 9.12383e-06 4.79235e-06 1.17386e-05 1.01681e-05 1.08283e-34 1.03453e-05 6.47239e-06 6.48347e-06 4.35604e-05 8.58142e-06 5.52972e-06 6.20838e-06 0.0356196 1.27749e-35 4.00947e-06 5.71751e-06 5.11331e-06 2.37044e-35 5.36205e-06 5.49729e-06 3.14299e-05 4.81569e-35 7.11558e-06 5.2776e-06 9.64576e-06 3.89522e-06 8.31783e-06 6.08069e-06 5.3483e-06 6.88733e-06 0 1.35965e-05 5.90202e-06 1.21103e-05 7.63823e-06 3.92372e-06 9.92332e-06 Variance: 6.10551e-06 Variances/cluster: 3.01642e-08 3.32878e-08 4.16589e-08 3.12171e-08 5.18741e-08 0 3.01587e-08 2.7895e-08 3.81342e-08 2.7222e-06 5.91772e-08 1.38197e-07 3.0731e-08 0.035575 0 3.96858e-08 3.17535e-08 1.7043e-07 0 4.15529e-08 4.3964e-08 3.11154e-07 2.67973e-31 3.9739e-08 4.15423e-08 2.74784e-08 4.80746e-08 4.33077e-08 2.48164e-08 4.17699e-08 2.83402e-08 0 4.56217e-08 4.04215e-08 4.56956e-08 2.90402e-08 5.23004e-08 3.62133e-08 -------------------------------------------------------------- Initialization seed trial #208 of 1000; initialization seed = 493577433 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 690002 Distortion: 0.000564791 Distortions/cluster: 8.9766e-06 6.13706e-06 6.37013e-06 4.82649e-06 0 8.83462e-06 2.37044e-35 4.32612e-06 1.46704e-05 1.58946e-05 1.08283e-34 5.90926e-06 9.48578e-06 5.65968e-06 3.65448e-05 1.07347e-05 9.64317e-35 8.8977e-06 3.65584e-06 8.94868e-06 0 1.14102e-05 4.59155e-06 9.07257e-06 8.48913e-06 9.6706e-06 1.13761e-05 0.000300791 7.16454e-06 1.00229e-05 0 1.27749e-35 5.71578e-06 8.19526e-06 0 1.02108e-05 8.20766e-06 0 Variance: 9.60202e-08 Variances/cluster: 5.1871e-08 1.46074e-07 7.58283e-08 2.44974e-08 0 4.24706e-08 0 2.24125e-08 3.89008e-08 4.41372e-08 0 4.88325e-08 3.49998e-08 3.23378e-08 3.35237e-07 2.96513e-08 6.86694e-32 3.0469e-08 2.92433e-08 5.02696e-08 0 4.733e-08 2.71658e-08 5.46376e-08 2.6038e-08 4.76231e-08 6.8115e-08 1.87971e-05 3.03556e-08 5.24591e-08 0 0 2.69586e-08 3.88365e-08 0 3.00292e-08 5.82054e-08 0 -------------------------------------------------------------- Initialization seed trial #209 of 1000; initialization seed = 493577434 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 600358 Distortion: 0.00418429 Distortions/cluster: 4.27149e-06 7.92634e-06 7.58897e-06 2.45348e-05 3.90246e-06 1.51538e-05 1.47734e-05 8.52604e-06 7.13822e-06 6.07221e-06 1.04684e-05 6.2593e-06 1.59192e-05 1.17109e-05 5.20098e-06 4.81569e-35 6.9392e-06 9.7538e-06 0.00391362 8.78377e-06 4.57036e-06 9.64317e-35 0 1.03679e-05 9.08981e-06 6.44474e-06 4.17884e-06 5.92074e-06 2.37044e-35 6.98411e-06 1.05406e-05 6.09972e-06 3.45033e-06 4.75216e-06 7.02494e-06 5.23563e-06 5.61194e-06 5.47527e-06 Variance: 7.11372e-07 Variances/cluster: 2.34672e-08 5.74323e-08 2.94121e-08 2.72576e-06 2.48535e-08 4.24337e-08 3.9174e-08 6.4586e-08 3.14431e-08 4.56518e-08 4.36145e-08 5.53886e-08 7.5794e-07 4.81775e-08 3.05909e-08 2.67973e-31 3.11148e-08 4.77974e-08 0.00391989 5.48821e-08 2.59654e-08 6.86694e-32 0 5.31516e-08 5.1925e-08 2.53708e-08 2.23441e-08 2.34001e-08 0 3.13161e-08 1.10943e-07 1.45184e-07 2.92367e-08 3.59979e-08 3.02772e-08 2.87645e-08 6.84323e-08 2.86638e-08 -------------------------------------------------------------- Initialization seed trial #210 of 1000; initialization seed = 493577435 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 66 BIC score: 504573 Distortion: 0.0361775 Distortions/cluster: 1.27749e-35 6.8209e-06 3.13124e-06 4.35604e-05 1.08283e-34 9.74038e-06 1.14973e-05 5.18286e-06 5.59689e-06 7.26138e-06 8.9181e-06 0.0356196 5.75724e-06 8.53859e-06 6.86193e-06 5.45505e-06 4.5437e-06 6.25134e-06 6.00765e-06 4.72955e-06 4.28723e-06 3.87199e-06 6.8139e-06 7.17078e-06 4.98527e-06 7.73611e-06 1.53139e-05 1.4863e-05 2.37044e-35 6.2844e-06 4.92924e-06 1.00229e-05 6.72404e-06 8.9178e-06 6.57194e-06 3.22994e-06 0.000296364 0 Variance: 6.15054e-06 Variances/cluster: 0 2.20009e-07 2.58757e-08 2.7222e-06 0 4.77316e-08 4.80903e-08 3.75539e-08 4.40662e-08 3.92474e-08 5.18327e-08 0.035575 3.25235e-08 2.65969e-08 2.93211e-08 2.87083e-08 4.24618e-08 2.75365e-08 3.43262e-08 2.45033e-08 2.56698e-08 3.3091e-08 2.75843e-08 4.07394e-08 2.21548e-08 3.36323e-08 4.27622e-08 3.89978e-08 0 1.49579e-07 2.62167e-08 5.24591e-08 5.51103e-08 5.4031e-08 2.85711e-08 3.71228e-08 2.99326e-06 0 -------------------------------------------------------------- Initialization seed trial #211 of 1000; initialization seed = 493577436 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 505088 Distortion: 0.0361599 Distortions/cluster: 7.77566e-06 1.31054e-05 6.91823e-06 9.1606e-06 6.7512e-06 8.95076e-06 5.67983e-06 1.67219e-05 1.03963e-05 2.37044e-35 1.14431e-05 1.49888e-05 3.89426e-06 5.11311e-06 1.54542e-05 5.49886e-06 6.49703e-06 0 5.60161e-06 1.01172e-05 5.28971e-06 0 3.66239e-06 7.56423e-06 1.56792e-05 1.559e-05 1.77311e-05 6.21806e-06 0.0356196 4.68565e-06 1.08283e-34 7.7315e-06 0 0.000273624 7.45939e-06 1.27749e-35 5.18948e-06 5.83616e-06 Variance: 6.14755e-06 Variances/cluster: 3.51808e-08 5.01962e-08 1.57182e-07 4.34116e-08 5.57901e-08 5.11433e-08 3.00485e-08 9.28839e-07 4.87934e-08 0 5.49975e-08 2.49796e-06 3.06607e-08 2.4818e-08 4.27954e-08 2.39054e-08 2.92633e-08 0 2.23152e-08 7.96569e-08 2.65788e-08 0 3.81469e-08 3.07462e-08 4.65216e-08 3.97575e-08 6.42232e-08 3.0182e-08 0.035575 3.54942e-08 0 2.96201e-08 0 3.03998e-06 1.00793e-07 0 2.55617e-08 3.22408e-08 -------------------------------------------------------------- Initialization seed trial #212 of 1000; initialization seed = 493577437 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 718435 Distortion: 0.000300189 Distortions/cluster: 1.27749e-35 3.37411e-06 7.61066e-06 1.08283e-34 1.34378e-05 4.82005e-06 2.37044e-35 1.12744e-05 6.58815e-06 1.17787e-05 1.2334e-05 4.19938e-06 1.12207e-05 9.64317e-35 1.00795e-05 8.40977e-06 5.25815e-06 5.44666e-06 4.50132e-06 1.05848e-05 3.40369e-06 4.35604e-05 2.90048e-06 0 4.81569e-35 7.85825e-06 3.1695e-05 0 4.9229e-06 4.20031e-06 1.38497e-05 7.54197e-06 1.30993e-05 1.00888e-05 1.09161e-05 4.40425e-06 0 1.08294e-05 Variance: 5.10351e-08 Variances/cluster: 0 4.11351e-08 4.00528e-08 0 3.49003e-08 3.98221e-08 0 2.84683e-08 4.54316e-08 3.31764e-08 3.43537e-08 4.03654e-08 4.57835e-08 6.86694e-32 3.26091e-08 5.83962e-08 1.34779e-07 4.06336e-08 4.20557e-08 4.08549e-08 3.65869e-08 2.7222e-06 4.14217e-08 0 2.67973e-31 3.4462e-08 3.10701e-07 0 4.35627e-08 5.832e-08 3.38594e-08 2.28524e-07 3.60829e-08 3.86506e-08 2.81311e-08 4.00256e-08 0 4.29703e-08 -------------------------------------------------------------- Initialization seed trial #213 of 1000; initialization seed = 493577438 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 505261 Distortion: 0.0359174 Distortions/cluster: 5.5227e-06 7.84095e-06 5.18302e-06 1.27749e-35 8.73611e-06 5.11331e-06 1.28702e-05 4.71404e-06 1.22878e-05 1.05439e-05 4.89178e-06 6.73405e-06 8.86161e-06 1.52013e-05 3.14299e-05 6.99593e-06 3.37836e-06 1.22845e-05 8.14167e-06 6.00253e-06 4.40324e-06 5.14422e-06 5.2193e-06 6.73031e-06 4.3422e-06 9.02753e-06 0.0356196 9.28855e-06 4.81569e-35 2.37044e-35 6.38709e-06 0 5.45501e-06 1.57405e-05 0 1.08283e-34 5.83568e-06 4.35604e-05 Variance: 6.10633e-06 Variances/cluster: 2.64218e-08 4.92983e-08 2.33443e-08 0 5.32522e-08 1.7043e-07 4.6292e-08 2.18223e-08 3.67867e-08 3.29469e-08 4.25232e-08 3.16125e-08 5.90724e-08 3.95738e-08 3.11154e-07 4.9956e-08 2.70245e-08 5.50833e-08 4.49671e-08 3.46933e-08 3.36096e-08 2.52138e-08 2.52118e-08 3.82369e-08 2.4953e-08 4.65294e-08 0.035575 4.71347e-08 2.67973e-31 0 2.54444e-08 0 2.93245e-08 4.26432e-08 0 0 1.42286e-07 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #214 of 1000; initialization seed = 493577439 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 505658 Distortion: 0.0359238 Distortions/cluster: 9.73056e-06 1.21195e-05 0.0356196 3.35567e-05 1.33789e-05 6.85621e-06 4.71394e-06 1.0143e-05 6.1453e-06 4.81569e-35 7.90151e-06 7.58336e-06 7.32431e-06 5.86491e-06 1.06469e-05 1.08283e-34 1.06842e-05 2.37044e-35 0 1.01484e-05 6.95497e-06 7.53688e-06 5.79492e-06 6.61844e-06 5.27794e-06 4.35604e-05 8.35809e-06 0 6.83722e-06 8.62161e-06 9.98262e-06 6.91543e-06 9.73766e-06 0 0 1.48186e-05 1.27749e-35 6.41687e-06 Variance: 6.10741e-06 Variances/cluster: 3.53808e-08 3.62742e-08 0.035575 3.13581e-07 4.74384e-08 2.52038e-08 5.9652e-08 4.44726e-08 4.32626e-08 2.67973e-31 2.85228e-08 2.77754e-08 3.45456e-08 5.80634e-08 3.02441e-08 0 4.20603e-08 0 0 3.17107e-08 3.02364e-08 1.63796e-07 2.77237e-08 3.57712e-08 4.32476e-08 2.7222e-06 2.54023e-08 0 4.74767e-08 5.04025e-08 5.28141e-08 4.63982e-08 9.54598e-08 0 0 4.39575e-08 0 4.33433e-08 -------------------------------------------------------------- Initialization seed trial #215 of 1000; initialization seed = 493577440 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 717729 Distortion: 0.000299762 Distortions/cluster: 4.35604e-05 1.27749e-35 1.2289e-05 8.04598e-06 8.65827e-06 1.08283e-34 1.43695e-05 4.82856e-06 6.40361e-06 5.97069e-06 8.83994e-06 0 5.77762e-06 4.02812e-06 7.50716e-06 1.31148e-05 6.51437e-06 7.44391e-06 3.73311e-06 6.15104e-06 6.54003e-06 4.81569e-35 9.41563e-06 5.91255e-06 7.02818e-06 1.04221e-05 9.19216e-06 4.51685e-06 6.53732e-06 5.66562e-06 1.44708e-05 9.64317e-35 3.05537e-06 3.38104e-05 2.37044e-35 0 9.23755e-06 6.72172e-06 Variance: 5.09626e-08 Variances/cluster: 2.7222e-06 0 3.59209e-08 2.90444e-08 3.68405e-08 0 4.83666e-08 3.80171e-08 2.91048e-08 2.61843e-08 7.07138e-08 0 2.39707e-08 4.15234e-08 2.60643e-08 4.78597e-08 2.42149e-08 1.61775e-07 2.93911e-08 3.18679e-08 3.35352e-08 2.67973e-31 5.34817e-08 3.91526e-08 2.76676e-08 5.31567e-08 4.71241e-08 4.22099e-08 3.49553e-08 5.50027e-08 4.41039e-08 6.86694e-32 5.76436e-08 3.13025e-07 0 0 5.24691e-08 2.66712e-08 -------------------------------------------------------------- Initialization seed trial #216 of 1000; initialization seed = 493577441 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 505196 Distortion: 0.0359171 Distortions/cluster: 1.27749e-35 9.71966e-06 4.81569e-35 1.11191e-05 9.35332e-06 4.14907e-06 6.489e-06 1.0673e-05 7.48436e-06 6.58442e-06 9.08631e-06 5.72411e-06 8.4698e-06 5.59364e-06 8.10852e-06 6.49955e-06 6.41506e-06 7.2595e-06 5.69308e-06 3.38104e-05 1.05732e-05 8.92741e-06 0.0356196 1.08283e-34 1.0052e-05 1.13062e-05 5.61487e-06 5.07401e-06 6.50409e-06 4.35604e-05 7.06133e-06 2.37044e-35 0 6.63675e-06 5.54267e-06 6.63566e-06 0 7.82293e-06 Variance: 6.10627e-06 Variances/cluster: 0 2.73e-08 2.67973e-31 3.11433e-08 3.7261e-08 3.73674e-08 3.0039e-08 3.25364e-08 7.96139e-08 4.84003e-08 5.01967e-08 3.36603e-08 5.84074e-08 4.90518e-08 4.65852e-08 1.51104e-07 3.54308e-08 2.95005e-08 2.54133e-08 3.13025e-07 4.42355e-08 2.96566e-08 0.035575 0 6.83758e-08 4.33147e-08 4.1578e-08 2.86634e-08 2.96956e-08 2.7222e-06 2.83563e-08 0 0 2.50416e-08 4.36287e-08 4.84197e-08 0 4.4688e-08 -------------------------------------------------------------- Initialization seed trial #217 of 1000; initialization seed = 493577442 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 71 BIC score: 504808 Distortion: 0.0361795 Distortions/cluster: 5.24773e-06 0.000296364 6.2844e-06 1.10926e-05 8.17003e-06 6.16544e-06 7.28965e-06 5.11331e-06 9.23755e-06 4.34246e-06 6.23252e-06 1.27749e-35 4.79925e-06 5.36223e-06 5.13256e-06 1.08838e-05 4.49067e-06 3.37691e-06 1.39664e-05 4.543e-06 9.67038e-06 2.37044e-35 5.41133e-06 4.35604e-05 9.19216e-06 0.0356196 3.97146e-06 0 5.34536e-06 6.93957e-06 6.88698e-06 1.08283e-34 1.4607e-05 1.04221e-05 1.22239e-05 0 7.04302e-06 6.54003e-06 Variance: 6.15088e-06 Variances/cluster: 3.21918e-08 2.99326e-06 1.49579e-07 3.22431e-08 3.20365e-08 5.45567e-08 2.36656e-08 1.7043e-07 5.24691e-08 3.4461e-08 3.38691e-08 0 4.4026e-08 2.38294e-08 2.67294e-08 4.57261e-08 3.03397e-08 3.79398e-08 4.25665e-08 3.88259e-08 5.46184e-08 0 2.94059e-08 2.7222e-06 4.71241e-08 0.035575 4.13668e-08 0 2.60719e-08 2.87925e-08 2.71117e-08 0 4.90011e-08 5.31567e-08 3.59411e-08 0 3.07528e-08 3.93944e-08 -------------------------------------------------------------- Initialization seed trial #218 of 1000; initialization seed = 493577443 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 721095 Distortion: 0.000278778 Distortions/cluster: 6.09972e-06 4.06078e-06 6.25561e-06 1.10578e-05 3.53557e-06 1.08283e-34 6.64515e-06 1.22659e-05 2.79504e-06 9.71563e-06 9.64317e-35 4.81569e-35 1.59192e-05 5.29019e-06 9.93222e-06 2.37044e-35 2.45348e-05 0 2.86205e-06 5.72735e-06 1.10204e-05 5.49511e-06 8.17191e-06 3.93563e-06 1.27749e-35 1.7075e-05 6.40741e-06 8.5278e-06 6.43992e-06 1.84304e-05 3.29781e-06 0 9.04579e-06 1.25868e-05 1.06052e-05 1.43075e-05 1.0481e-05 6.25367e-06 Variance: 4.73951e-08 Variances/cluster: 1.45184e-07 3.24834e-08 2.53242e-08 4.91299e-08 2.94596e-08 0 2.38157e-08 4.55943e-08 2.18338e-08 3.1439e-08 6.86694e-32 2.67973e-31 7.5794e-07 2.84394e-08 9.36929e-08 0 2.72576e-06 0 2.2894e-08 2.99835e-08 1.14784e-07 3.25126e-08 4.36961e-08 2.49061e-08 0 4.29959e-08 3.03642e-08 5.84046e-08 2.92698e-08 4.30477e-08 2.15518e-08 0 3.04546e-08 5.6173e-08 5.49317e-08 5.86191e-08 5.2401e-08 3.51297e-08 -------------------------------------------------------------- Initialization seed trial #219 of 1000; initialization seed = 493577444 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 505142 Distortion: 0.0359182 Distortions/cluster: 3.35567e-05 4.13849e-06 6.95093e-06 7.10888e-06 9.58468e-06 4.19435e-06 7.14424e-06 3.94699e-06 1.25365e-05 4.25626e-06 7.98034e-06 8.02704e-06 8.23803e-06 8.36799e-06 9.46353e-06 7.09304e-06 7.76679e-06 1.00048e-05 3.71651e-06 1.09532e-05 8.67444e-06 7.17827e-06 7.88731e-06 2.37044e-35 8.90657e-06 1.27749e-35 1.08283e-34 8.16583e-06 4.81569e-35 9.57132e-06 6.85907e-06 4.35604e-05 0 0 6.84142e-06 6.54356e-06 0.0356196 9.46383e-06 Variance: 6.10647e-06 Variances/cluster: 3.13581e-07 3.04265e-08 4.57149e-08 4.70635e-08 5.09784e-08 2.36944e-08 3.30723e-08 2.20476e-08 3.34279e-08 2.5182e-08 4.66644e-08 2.91867e-08 3.3215e-08 4.92076e-08 8.92716e-08 5.62891e-08 3.61129e-08 3.17582e-08 3.9118e-08 4.60067e-08 2.9303e-08 4.81608e-08 4.33328e-08 0 4.68617e-08 0 0 5.44226e-08 2.67973e-31 4.29172e-08 1.55841e-07 2.7222e-06 0 0 2.3508e-08 2.76075e-08 0.035575 3.1962e-08 -------------------------------------------------------------- Initialization seed trial #220 of 1000; initialization seed = 493577445 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 717942 Distortion: 0.000298192 Distortions/cluster: 5.54711e-06 7.93997e-06 8.42028e-06 5.92794e-06 5.16783e-06 1.00501e-05 6.63345e-06 9.64317e-35 6.0716e-06 6.48085e-06 7.945e-06 1.27749e-35 5.10871e-06 4.35604e-05 6.76398e-06 4.36347e-06 0 9.68286e-06 1.20261e-05 2.37044e-35 0 9.48865e-06 6.68941e-06 9.76931e-06 6.7823e-06 3.35567e-05 7.85937e-06 1.00459e-05 1.08283e-34 9.40287e-06 9.13958e-06 7.03695e-06 1.09781e-05 5.41222e-06 4.81569e-35 5.46098e-06 5.87274e-06 9.00769e-06 Variance: 5.06958e-08 Variances/cluster: 4.16939e-08 5.92483e-08 5.84692e-08 4.14407e-08 4.30511e-08 4.2581e-08 3.02798e-08 6.86694e-32 3.31673e-08 2.7458e-08 2.57932e-08 0 3.31696e-08 2.7222e-06 1.53679e-07 6.05854e-08 0 5.12282e-08 4.55496e-08 0 0 3.05075e-08 4.64394e-08 3.45175e-08 2.98754e-08 3.13581e-07 2.65496e-08 3.15879e-08 0 8.32051e-08 4.30969e-08 3.31903e-08 3.10969e-08 4.22692e-08 2.67973e-31 2.36378e-08 4.58671e-08 4.00214e-08 -------------------------------------------------------------- Initialization seed trial #221 of 1000; initialization seed = 493577446 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 718104 Distortion: 0.000301158 Distortions/cluster: 8.27784e-06 5.97999e-06 6.05279e-06 6.67483e-06 1.08283e-34 8.36282e-06 6.83583e-06 1.16162e-05 5.41426e-06 9.95913e-06 1.16279e-05 4.81569e-35 4.35604e-05 1.19505e-05 7.40868e-06 3.10001e-05 7.73881e-06 3.85511e-06 1.21559e-05 1.39167e-05 5.13595e-06 9.64317e-35 2.37044e-35 1.37409e-05 5.80007e-06 0 6.04279e-06 0 0 1.07198e-05 8.92782e-06 5.2011e-06 5.91533e-06 1.27749e-35 1.34811e-05 0 6.78243e-06 7.02325e-06 Variance: 5.12e-08 Variances/cluster: 2.95611e-08 1.45805e-07 4.23135e-08 2.86447e-08 0 2.5187e-08 4.68057e-08 5.45321e-08 4.29562e-08 3.32972e-08 3.91476e-08 2.67973e-31 2.7222e-06 3.27381e-08 2.315e-07 3.09968e-07 3.51733e-08 4.87841e-08 4.30919e-08 4.71715e-08 4.10741e-08 6.86694e-32 0 3.4961e-08 2.94385e-08 0 2.90485e-08 0 0 4.28654e-08 5.91196e-08 4.29702e-08 2.41415e-08 0 3.75485e-08 0 3.39087e-08 5.12492e-08 -------------------------------------------------------------- Initialization seed trial #222 of 1000; initialization seed = 493577447 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 718650 Distortion: 0.000294531 Distortions/cluster: 5.5538e-06 7.15024e-06 3.1695e-05 7.84095e-06 6.89194e-06 5.8288e-06 5.51907e-06 4.54851e-06 1.27749e-35 4.89178e-06 6.61953e-06 5.06386e-06 7.2113e-06 5.11331e-06 1.08283e-34 8.99945e-06 1.18022e-05 8.09861e-06 7.43103e-06 9.64317e-35 3.45609e-06 7.01459e-06 2.37044e-35 0 4.81569e-35 8.13398e-06 5.3187e-06 1.04955e-05 8.73611e-06 6.17845e-06 1.59532e-05 1.52365e-05 4.35604e-05 6.59861e-06 9.01031e-06 0 5.75957e-06 8.81989e-06 Variance: 5.00733e-08 Variances/cluster: 2.40397e-08 4.99867e-08 3.10701e-07 4.92983e-08 2.71313e-08 4.41538e-08 1.37931e-07 4.25068e-08 0 4.25232e-08 2.36391e-08 2.51904e-08 3.91885e-08 1.7043e-07 0 4.61361e-08 3.3431e-08 4.49778e-08 2.72175e-08 6.86694e-32 3.7976e-08 2.61716e-08 0 0 2.67973e-31 3.43176e-08 3.77182e-08 3.24905e-08 5.32522e-08 3.6128e-08 4.34548e-08 3.94601e-08 2.7222e-06 5.49836e-08 5.0901e-08 0 3.07963e-08 3.44497e-08 -------------------------------------------------------------- Initialization seed trial #223 of 1000; initialization seed = 493577448 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 33 BIC score: 600146 Distortion: 0.00420666 Distortions/cluster: 8.71663e-06 5.5155e-06 5.8183e-06 0 9.17818e-06 6.5144e-06 5.66272e-06 4.21058e-06 9.07041e-06 7.20649e-06 5.48458e-06 4.35604e-05 6.53373e-06 9.64317e-35 6.9163e-06 8.5561e-06 5.20917e-06 5.11331e-06 5.10031e-06 4.81569e-35 5.54336e-06 7.20999e-06 1.31799e-05 6.25862e-06 6.072e-06 1.197e-05 3.41954e-06 1.00726e-05 7.2969e-06 0.00391362 9.82539e-06 5.01711e-06 9.01388e-06 8.90049e-06 2.37044e-35 3.1695e-05 0 9.19808e-06 Variance: 7.15175e-07 Variances/cluster: 4.84212e-08 1.37842e-07 2.55166e-08 0 4.22923e-08 3.01566e-08 3.90501e-08 2.4478e-08 5.0375e-08 4.70861e-08 2.50416e-08 2.7222e-06 2.79195e-08 6.86694e-32 5.57718e-08 3.80149e-08 2.54076e-08 1.7043e-07 2.31806e-08 2.67973e-31 2.94825e-08 2.77283e-08 4.52769e-08 3.76991e-08 3.33597e-08 4.82507e-08 3.75745e-08 3.20752e-08 3.36234e-08 0.00391989 5.17086e-08 2.31183e-08 5.36379e-08 5.17303e-08 0 3.10701e-07 0 3.38054e-08 -------------------------------------------------------------- Initialization seed trial #224 of 1000; initialization seed = 493577449 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 718735 Distortion: 0.000294271 Distortions/cluster: 8.6683e-06 7.20422e-06 4.59854e-06 7.98989e-06 5.64377e-06 3.1695e-05 6.02929e-06 4.0209e-06 1.34067e-05 6.39567e-06 1.27749e-35 6.59273e-06 4.81569e-35 3.06411e-06 7.74714e-06 1.20287e-05 1.08283e-34 2.37044e-35 8.40398e-06 7.79485e-06 5.25815e-06 2.74249e-06 8.82368e-06 0 5.11331e-06 1.48186e-05 1.16021e-05 8.45152e-06 1.36767e-05 4.35604e-05 3.70903e-06 6.73015e-06 6.65976e-06 2.62759e-06 5.81705e-06 9.64317e-35 9.22023e-06 4.17625e-06 Variance: 5.0029e-08 Variances/cluster: 5.28395e-08 3.00141e-08 3.67853e-08 2.48884e-08 4.9061e-08 3.10701e-07 3.6318e-08 4.02065e-08 3.7753e-08 2.88067e-08 0 2.63687e-08 2.67973e-31 3.73643e-08 3.42764e-08 3.26837e-08 0 0 4.59085e-08 5.37527e-08 1.34779e-07 3.42782e-08 5.15838e-08 0 1.7043e-07 4.39575e-08 4.5663e-08 2.84538e-08 3.49757e-08 2.7222e-06 4.36319e-08 3.23532e-08 3.54209e-08 3.32578e-08 4.43904e-08 6.86694e-32 2.75199e-08 5.42323e-08 -------------------------------------------------------------- Initialization seed trial #225 of 1000; initialization seed = 493577450 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 64 BIC score: 716644 Distortion: 0.000309857 Distortions/cluster: 2.37044e-35 4.5131e-06 6.94861e-06 1.83572e-05 1.47589e-05 1.68221e-05 2.26059e-05 8.97179e-06 9.89718e-06 4.35604e-05 5.92789e-06 7.92634e-06 1.27749e-35 5.96061e-06 3.6819e-06 6.27147e-06 5.26409e-06 1.11179e-05 3.25722e-05 0 3.46844e-06 7.49658e-06 5.92418e-06 6.03674e-06 6.46008e-06 1.75301e-05 9.64317e-35 6.47401e-06 4.81569e-35 5.43189e-06 6.95974e-06 0 0 1.08283e-34 5.78947e-06 9.21115e-06 3.91672e-06 0 Variance: 5.26788e-08 Variances/cluster: 0 2.38762e-08 4.96289e-08 6.39426e-08 5.87816e-08 4.14204e-08 5.77972e-08 4.90216e-08 4.30277e-08 2.7222e-06 2.31538e-08 5.74323e-08 0 4.51523e-08 2.23119e-08 3.52297e-08 3.31042e-08 2.02097e-07 3.13158e-07 0 2.81954e-08 2.87201e-08 2.64447e-08 3.16032e-08 3.27894e-08 4.58752e-08 6.86694e-32 2.51885e-08 2.67973e-31 3.10367e-08 6.10466e-08 0 0 0 2.85171e-08 2.89633e-08 2.44766e-08 0 -------------------------------------------------------------- Initialization seed trial #226 of 1000; initialization seed = 493577451 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 600185 Distortion: 0.00421656 Distortions/cluster: 4.35604e-05 1.04221e-05 9.85554e-06 9.64317e-35 4.23787e-06 1.05526e-05 2.37044e-35 3.76378e-06 5.33885e-06 5.20298e-06 6.77035e-06 4.85591e-06 0 5.89741e-06 8.08685e-06 4.82164e-06 9.23755e-06 4.8712e-06 4.77421e-06 5.96705e-06 9.11622e-06 1.4666e-05 5.1988e-06 3.28529e-05 6.47908e-06 5.97734e-06 9.74534e-06 0 4.65757e-06 9.42469e-06 0.00391362 6.88234e-06 4.81569e-35 6.92734e-06 0 9.92369e-06 1.9122e-05 1.37463e-05 Variance: 7.16858e-07 Variances/cluster: 2.7222e-06 5.31567e-08 2.18977e-07 6.86694e-32 2.25392e-08 4.32448e-08 0 3.16255e-08 3.08577e-08 2.11485e-08 2.77449e-08 2.89017e-08 0 2.56387e-08 5.73486e-08 2.36329e-08 5.24691e-08 4.46871e-08 3.24748e-08 2.99826e-08 3.45281e-08 4.88709e-08 2.95353e-08 3.12848e-07 4.56234e-08 2.90137e-08 4.1643e-08 0 3.2796e-08 4.75841e-08 0.00391989 2.97907e-08 2.67973e-31 3.91343e-08 0 5.60491e-08 5.79262e-08 3.86007e-08 -------------------------------------------------------------- Initialization seed trial #227 of 1000; initialization seed = 493577452 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 86 BIC score: 504979 Distortion: 0.0361588 Distortions/cluster: 0.0356196 7.09014e-06 8.60923e-06 4.95534e-06 1.38689e-05 1.08283e-34 3.89123e-06 6.07475e-06 5.80992e-06 9.73979e-06 2.45348e-05 1.59192e-05 9.73979e-06 7.24565e-06 6.43858e-06 1.50124e-05 1.10579e-05 8.45263e-06 5.36425e-06 6.33592e-06 5.12809e-06 2.37044e-35 4.57694e-06 3.20104e-06 0.000274645 1.3408e-05 5.66479e-06 7.58452e-06 4.73652e-06 0 5.57838e-06 7.37941e-06 1.67248e-05 6.92014e-06 7.85424e-06 0 5.74564e-06 1.27749e-35 Variance: 6.14737e-06 Variances/cluster: 0.035575 2.47885e-08 3.69462e-08 4.19807e-08 4.30672e-08 0 3.81368e-08 2.93369e-08 4.53753e-08 5.93839e-08 2.72576e-06 7.5794e-07 2.8228e-08 3.05697e-08 2.95321e-08 4.19305e-08 3.38126e-08 2.73524e-08 5.76628e-08 4.5567e-08 4.06861e-08 0 4.31649e-08 3.95059e-08 2.95289e-06 4.63907e-08 3.85237e-08 3.07039e-08 4.38434e-08 0 3.31938e-08 3.07439e-08 7.39979e-08 3.34277e-08 1.70693e-07 0 3.13868e-08 0 -------------------------------------------------------------- Initialization seed trial #228 of 1000; initialization seed = 493577453 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 689607 Distortion: 0.000567215 Distortions/cluster: 6.95312e-06 6.35833e-06 4.47517e-06 4.35604e-05 1.08283e-34 4.27713e-06 6.25462e-06 7.22107e-06 8.32422e-06 5.94476e-06 0.000296364 4.39901e-06 9.64317e-35 3.91433e-06 5.71499e-06 1.45035e-05 2.37044e-35 4.77802e-06 0 6.74036e-06 1.64132e-05 3.09891e-06 1.61895e-05 4.19927e-06 5.58988e-06 0 6.2844e-06 8.4419e-06 6.99887e-06 5.89869e-06 6.6485e-06 5.11331e-06 0 5.13684e-06 5.76137e-06 1.92933e-05 1.27749e-35 2.2364e-05 Variance: 9.64323e-08 Variances/cluster: 2.48304e-08 2.91641e-08 3.2425e-08 2.7222e-06 0 4.15229e-08 3.17466e-08 3.26716e-08 3.61891e-08 5.45343e-08 2.99326e-06 4.39864e-08 6.86694e-32 2.30228e-08 3.99615e-08 5.82282e-08 0 2.4375e-08 0 3.02232e-08 4.08156e-08 3.73334e-08 4.28153e-08 2.45542e-08 3.38752e-08 0 1.49579e-07 2.98271e-08 2.8333e-08 2.34055e-08 4.34503e-08 1.7043e-07 0 3.66887e-08 3.53425e-08 6.56028e-08 0 5.74726e-08 -------------------------------------------------------------- Initialization seed trial #229 of 1000; initialization seed = 493577454 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 505492 Distortion: 0.0359201 Distortions/cluster: 8.44148e-06 9.24676e-06 1.08283e-34 5.15176e-06 5.3317e-06 1.25871e-05 1.29688e-05 1.06412e-05 1.12499e-05 4.13743e-06 7.9696e-06 4.35604e-05 4.81569e-35 5.13624e-06 5.35064e-06 7.38771e-06 5.27988e-06 2.37044e-35 0 8.9858e-06 5.53958e-06 7.29601e-06 0 7.99077e-06 9.82217e-06 5.80042e-06 7.66525e-06 9.51667e-06 7.44187e-06 7.42948e-06 3.30274e-05 1.4496e-05 0.0356196 7.65167e-06 1.27749e-35 3.57083e-06 3.4873e-06 6.4211e-06 Variance: 6.10679e-06 Variances/cluster: 5.90263e-08 3.31317e-08 0 3.55263e-08 4.06869e-08 3.22718e-08 3.3336e-08 2.74941e-08 4.53589e-08 3.90202e-08 2.88726e-08 2.7222e-06 2.67973e-31 4.24344e-08 3.20367e-08 2.88558e-08 4.32634e-08 0 0 5.04781e-08 4.53919e-08 4.31574e-08 0 1.69966e-07 2.84668e-08 4.46041e-08 3.26073e-08 8.27477e-08 4.27651e-08 5.71446e-08 3.11546e-07 3.56136e-08 0.035575 2.97696e-08 0 3.83833e-08 4.842e-08 5.05447e-08 -------------------------------------------------------------- Initialization seed trial #230 of 1000; initialization seed = 493577455 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 718162 Distortion: 0.000299513 Distortions/cluster: 1.12153e-05 9.00688e-06 1.27476e-05 1.06119e-05 8.36868e-06 4.35604e-05 8.67682e-06 5.55796e-06 1.50581e-05 5.5155e-06 1.27749e-35 9.64317e-35 6.10949e-06 6.29719e-06 1.08283e-34 8.22906e-06 5.5705e-06 7.24556e-06 3.1695e-05 9.26587e-06 1.30154e-05 9.29895e-06 5.11331e-06 7.34379e-06 1.03828e-05 0 2.37044e-35 6.79465e-06 7.08871e-06 7.66389e-06 6.66777e-06 0 1.07172e-05 0 4.81569e-35 7.35038e-06 3.34494e-06 0 Variance: 5.09203e-08 Variances/cluster: 3.33679e-08 5.1464e-08 5.4694e-08 5.385e-08 2.60676e-08 2.7222e-06 3.6454e-08 3.85938e-08 4.4405e-08 1.37842e-07 0 6.86694e-32 3.55166e-08 2.94235e-08 0 3.07024e-08 2.54339e-08 2.43118e-08 3.10701e-07 4.30936e-08 4.56638e-08 4.76716e-08 1.7043e-07 3.33779e-08 4.63363e-08 0 0 5.5689e-08 2.6647e-08 2.91378e-08 2.778e-08 0 5.76012e-08 0 2.67973e-31 3.08803e-08 3.75807e-08 0 -------------------------------------------------------------- Initialization seed trial #231 of 1000; initialization seed = 493577456 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 505349 Distortion: 0.0361756 Distortions/cluster: 5.31138e-06 4.53886e-06 2.80844e-06 3.12797e-06 1.08283e-34 0.0356196 5.19675e-06 4.97896e-06 5.56043e-06 5.03496e-06 8.61808e-06 6.35953e-06 7.23286e-06 0.000273028 7.8019e-06 2.45348e-05 8.95555e-06 5.14133e-06 1.97177e-05 2.37044e-35 5.63031e-06 1.59192e-05 3.47189e-06 1.95054e-05 7.17635e-06 0 8.50904e-06 7.70381e-06 0 0 1.27749e-35 3.17437e-05 5.42245e-06 6.67896e-06 5.33689e-06 2.92006e-05 6.17586e-06 5.64044e-06 Variance: 6.15022e-06 Variances/cluster: 2.90205e-08 4.08872e-08 2.86549e-08 3.29231e-08 0 0.035575 3.53491e-08 2.4768e-08 3.00537e-08 3.99567e-08 8.61742e-08 2.3293e-08 3.37954e-08 3.06743e-06 2.85759e-08 2.72576e-06 5.14648e-08 2.34738e-08 4.49006e-08 0 3.14509e-08 7.5794e-07 2.8224e-08 4.44168e-08 5.74059e-08 0 1.77218e-07 3.45432e-08 0 0 0 8.03381e-08 2.67091e-08 2.58852e-08 2.96468e-08 6.63442e-08 2.60562e-08 7.3246e-08 -------------------------------------------------------------- Initialization seed trial #232 of 1000; initialization seed = 493577457 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 716450 Distortion: 0.000311257 Distortions/cluster: 2.37044e-35 3.21126e-06 4.35252e-06 6.50458e-06 3.95077e-06 4.71379e-06 0 3.35567e-05 7.12764e-06 9.64317e-35 5.6113e-06 6.68804e-06 6.56288e-06 4.81569e-35 5.81981e-06 2.54181e-05 1.87447e-05 5.09068e-06 5.83416e-06 4.35604e-05 5.49446e-06 3.70359e-06 8.07539e-06 2.93547e-05 6.58657e-06 1.27749e-35 7.49701e-06 3.27264e-06 8.71575e-06 3.98195e-06 3.98552e-06 1.08283e-34 5.22835e-06 6.68606e-06 3.57773e-06 2.27217e-05 5.62869e-06 0 Variance: 5.29169e-08 Variances/cluster: 0 3.69081e-08 2.57515e-08 2.29824e-08 2.1705e-08 2.63314e-08 0 3.13581e-07 3.33036e-08 6.86694e-32 2.52739e-08 3.21512e-08 7.45724e-08 2.67973e-31 2.88084e-08 4.6453e-08 6.33065e-08 5.53286e-08 2.61599e-08 2.7222e-06 3.43376e-08 2.91587e-08 7.83947e-08 5.57895e-08 2.76723e-08 0 1.62927e-07 3.6768e-08 3.66176e-08 4.14751e-08 2.31692e-08 0 5.38972e-08 2.68493e-08 3.50728e-08 6.62233e-08 3.09238e-08 0 -------------------------------------------------------------- Initialization seed trial #233 of 1000; initialization seed = 493577458 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 717335 Distortion: 0.000306396 Distortions/cluster: 6.78492e-06 9.2865e-06 8.01543e-06 2.37044e-35 7.13628e-06 8.65399e-06 1.26849e-05 1.11645e-05 6.31782e-06 4.81569e-35 8.60257e-06 1.1388e-05 1.19222e-05 4.35604e-05 1.08283e-34 5.65445e-06 7.99234e-06 8.72896e-06 6.37495e-06 9.64317e-35 0 7.74358e-06 5.13071e-06 0 1.41398e-05 1.2813e-05 0 1.41462e-05 1.27749e-35 6.73824e-06 6.84547e-06 9.31413e-06 1.07925e-05 5.69033e-06 7.34352e-06 0 0 3.14299e-05 Variance: 5.20904e-08 Variances/cluster: 4.71023e-08 3.09522e-08 2.95747e-08 0 2.37065e-08 4.39149e-08 4.61231e-08 3.43412e-08 3.29017e-08 2.67973e-31 5.85159e-08 5.66523e-08 3.30226e-08 2.7222e-06 0 2.43698e-08 5.29136e-08 3.3187e-08 3.86317e-08 6.86694e-32 0 3.22621e-08 4.10322e-08 0 3.44843e-08 4.47966e-08 0 4.44701e-08 0 4.29049e-08 4.7855e-08 7.0556e-08 1.96177e-07 2.50648e-08 4.8617e-08 0 0 3.11154e-07 -------------------------------------------------------------- Initialization seed trial #234 of 1000; initialization seed = 493577459 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 30 BIC score: 500493 Distortion: 0.0397989 Distortions/cluster: 6.23408e-06 1.02561e-05 4.32305e-06 7.68328e-06 4.81569e-35 0.0356196 7.09786e-06 8.39942e-06 5.73584e-06 5.29423e-06 5.93458e-06 8.80792e-06 1.04129e-05 7.30017e-06 2.45348e-05 1.01757e-05 2.37044e-35 1.22129e-05 5.35887e-06 6.42315e-06 1.59192e-05 8.27842e-06 0 5.29963e-06 5.95742e-06 8.85506e-06 5.2913e-06 6.46679e-06 9.2027e-06 9.592e-06 0.00391362 4.56695e-06 5.24181e-06 4.56626e-06 7.64476e-06 5.80173e-06 1.22081e-05 4.69946e-06 Variance: 6.76623e-06 Variances/cluster: 2.68687e-08 2.74202e-08 4.36644e-08 5.7333e-08 2.67973e-31 0.035575 3.0724e-08 9.43662e-08 2.92548e-08 2.52076e-08 4.67134e-08 5.36907e-08 3.91335e-08 4.07797e-08 2.72576e-06 5.27067e-08 0 3.43029e-08 2.928e-08 2.53852e-08 7.5794e-07 3.32438e-08 0 2.66286e-08 4.54724e-08 5.17672e-08 1.35629e-07 3.40325e-08 4.71781e-08 4.65481e-08 0.00391989 1.69132e-07 4.4045e-08 3.2382e-08 4.39319e-08 3.02075e-08 3.20394e-08 3.11193e-08 -------------------------------------------------------------- Initialization seed trial #235 of 1000; initialization seed = 493577460 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 689327 Distortion: 0.000563053 Distortions/cluster: 6.19811e-06 9.64317e-35 9.14167e-06 6.86153e-06 8.69537e-06 6.62628e-06 9.72388e-06 5.79913e-06 7.85435e-06 4.67043e-05 6.70462e-06 0 8.29578e-06 1.08283e-34 2.37044e-35 5.55648e-06 0.000294425 4.82592e-06 6.72796e-06 3.90735e-06 1.3287e-05 1.02833e-05 5.6793e-06 1.01079e-05 7.3833e-06 5.45298e-06 6.74297e-06 0 5.92084e-06 1.27749e-35 5.65668e-06 9.49095e-06 8.59769e-06 8.33783e-06 5.54604e-06 5.40967e-06 9.80109e-06 7.30795e-06 Variance: 9.57248e-08 Variances/cluster: 2.97951e-08 6.86694e-32 5.53874e-08 2.38227e-08 5.17414e-08 1.5405e-07 4.62893e-08 3.45152e-08 3.65201e-08 2.74699e-06 2.92752e-08 0 5.80075e-08 0 0 3.32615e-08 2.88622e-06 3.95535e-08 3.55946e-08 3.05235e-08 4.66169e-08 5.11568e-08 2.82528e-08 5.26284e-08 3.0626e-08 2.82513e-08 4.40571e-08 0 3.44205e-08 0 2.80006e-08 4.76779e-08 2.93411e-08 4.25365e-08 2.73172e-08 2.39339e-08 1.04259e-07 2.70641e-08 -------------------------------------------------------------- Initialization seed trial #236 of 1000; initialization seed = 493577461 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 505171 Distortion: 0.0359147 Distortions/cluster: 1.27749e-35 3.1695e-05 9.80438e-06 1.08283e-34 7.06188e-06 5.9397e-06 7.65696e-06 5.67674e-06 7.23593e-06 5.11331e-06 5.48e-06 6.20991e-06 7.12451e-06 6.20397e-06 5.24405e-06 6.93485e-06 7.36015e-06 2.37044e-35 6.57471e-06 6.126e-06 8.30733e-06 7.85776e-06 6.79747e-06 4.35604e-05 1.11533e-05 4.81569e-35 0 7.58588e-06 8.71015e-06 8.71452e-06 1.33898e-05 7.91183e-06 5.93347e-06 1.15139e-05 8.58142e-06 0 7.72359e-06 0.0356196 Variance: 6.10587e-06 Variances/cluster: 0 3.10701e-07 5.13279e-08 0 2.58654e-08 4.43115e-08 2.87831e-08 2.7421e-08 3.24453e-08 1.7043e-07 2.41389e-08 4.25302e-08 2.43136e-08 3.23095e-08 1.34418e-07 3.16555e-08 3.0161e-08 0 5.43196e-08 2.56296e-08 3.67549e-08 4.56699e-08 5.75865e-08 2.7222e-06 5.0681e-08 2.67973e-31 0 4.1001e-08 2.688e-08 5.15488e-08 4.34595e-08 3.18922e-08 3.37096e-08 4.49727e-08 5.91772e-08 0 4.43843e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #237 of 1000; initialization seed = 493577462 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 77 BIC score: 500356 Distortion: 0.0398253 Distortions/cluster: 6.88631e-06 4.81569e-35 9.09879e-06 9.80443e-06 6.034e-06 5.15151e-06 1.04768e-05 5.39264e-06 1.06393e-05 2.37044e-35 4.91139e-06 5.55709e-06 5.86998e-06 6.19495e-06 5.59827e-06 4.35604e-05 5.86433e-06 6.71525e-06 7.28122e-06 6.79833e-06 4.96161e-06 7.33184e-06 6.2963e-06 8.43566e-06 6.58637e-06 0.0356196 1.04189e-05 0 6.18419e-06 1.06874e-05 0 0.00391362 5.49473e-06 3.10001e-05 5.90091e-06 7.40802e-06 7.27447e-06 1.22829e-05 Variance: 6.7707e-06 Variances/cluster: 3.54926e-08 2.67973e-31 3.12643e-08 3.69946e-08 4.50151e-08 2.72543e-08 3.86563e-08 1.7394e-07 4.2374e-08 0 2.45548e-08 4.91625e-08 2.99391e-08 3.9708e-08 1.43498e-07 2.7222e-06 4.34252e-08 2.8452e-08 4.38486e-08 2.99451e-08 2.25508e-08 5.19833e-08 2.98377e-08 5.8576e-08 4.7712e-08 0.035575 5.26165e-08 0 3.28917e-08 4.15716e-08 0 0.00391989 2.50879e-08 3.09968e-07 3.31404e-08 3.36699e-08 2.49953e-08 4.59997e-08 -------------------------------------------------------------- Initialization seed trial #238 of 1000; initialization seed = 493577463 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 33 BIC score: 718559 Distortion: 0.000298191 Distortions/cluster: 1.01686e-05 7.7373e-06 1.30974e-05 9.64317e-35 1.15402e-05 5.25815e-06 4.35604e-05 8.50979e-06 6.71103e-06 4.81569e-35 6.33388e-06 6.33812e-06 6.02011e-06 3.1695e-05 7.13613e-06 5.17091e-06 1.08283e-34 3.36218e-06 6.17461e-06 7.03351e-06 1.27749e-35 0 1.0675e-05 1.35386e-05 2.37044e-35 1.27352e-05 5.69851e-06 7.19945e-06 0 7.31669e-06 0 1.69902e-05 5.34644e-06 5.11331e-06 6.6368e-06 6.40365e-06 7.32129e-06 7.36821e-06 Variance: 5.06954e-08 Variances/cluster: 4.64164e-08 4.52328e-08 3.24164e-08 6.86694e-32 2.87761e-08 1.34779e-07 2.7222e-06 3.24773e-08 2.64191e-08 2.67973e-31 2.93206e-08 4.31024e-08 5.47235e-08 3.10701e-07 3.79542e-08 3.80181e-08 0 3.73546e-08 4.57228e-08 4.81593e-08 0 0 3.28354e-08 4.29657e-08 0 3.45097e-08 3.3128e-08 5.06852e-08 0 3.35597e-08 0 3.18729e-08 4.90347e-08 1.7043e-07 2.87283e-08 4.70822e-08 6.10051e-08 4.97814e-08 -------------------------------------------------------------- Initialization seed trial #239 of 1000; initialization seed = 493577464 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 600267 Distortion: 0.00420633 Distortions/cluster: 3.67897e-06 4.2704e-06 6.86943e-06 5.11331e-06 1.20491e-05 5.80389e-06 3.83833e-06 4.37239e-06 1.42923e-05 4.35604e-05 5.83568e-06 4.81569e-35 5.72722e-06 9.01539e-06 4.13125e-06 4.70701e-06 7.98304e-06 2.88193e-06 5.20881e-06 3.14299e-05 1.15163e-05 0 9.02641e-06 8.38791e-06 7.85649e-06 7.89267e-06 1.51538e-05 0.00391362 7.3473e-06 4.39386e-06 1.02306e-05 3.83792e-06 5.59825e-06 9.64317e-35 6.84912e-06 2.37044e-35 4.34105e-06 9.50775e-06 Variance: 7.15119e-07 Variances/cluster: 2.27077e-08 2.49707e-08 2.88598e-08 1.7043e-07 4.7989e-08 5.42372e-08 4.08308e-08 2.99453e-08 3.872e-08 2.7222e-06 1.42286e-07 2.67973e-31 2.46841e-08 5.42932e-08 3.8249e-08 3.20176e-08 2.55844e-08 3.60213e-08 3.56735e-08 3.11154e-07 3.34748e-08 0 5.18592e-08 2.67953e-08 5.23718e-08 2.62192e-08 4.24337e-08 0.00391989 3.43302e-08 4.30734e-08 5.29911e-08 2.99803e-08 3.41328e-08 6.86694e-32 3.20024e-08 0 3.94609e-08 4.75235e-08 -------------------------------------------------------------- Initialization seed trial #240 of 1000; initialization seed = 493577465 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 600239 Distortion: 0.00420451 Distortions/cluster: 3.84849e-06 9.48739e-06 6.4643e-06 3.14299e-05 6.28062e-06 6.92318e-06 6.08284e-06 2.37044e-35 4.11276e-06 1.0366e-05 5.11331e-06 2.38079e-06 4.02908e-06 4.90463e-06 0 1.11996e-05 1.183e-05 6.45421e-06 1.16611e-05 4.84588e-06 6.28109e-06 8.69241e-06 0.00391362 6.07803e-06 4.35604e-05 5.38321e-06 5.88752e-06 6.76693e-06 1.00124e-05 5.54628e-06 6.9531e-06 9.64317e-35 7.48001e-06 5.82063e-06 9.52783e-06 6.75284e-06 8.72823e-06 4.81569e-35 Variance: 7.14809e-07 Variances/cluster: 6.99494e-08 3.4877e-08 3.31465e-08 3.11154e-07 2.93453e-08 2.81406e-08 3.84958e-08 0 4.0318e-08 3.22897e-08 1.7043e-07 3.60607e-08 3.98788e-08 4.76031e-08 0 5.1607e-08 4.2388e-08 3.01572e-08 4.30155e-08 3.97073e-08 4.55006e-08 4.09986e-08 0.00391989 4.4352e-08 2.7222e-06 4.01602e-08 2.35474e-08 3.30065e-08 3.32531e-08 1.38611e-07 5.69876e-08 6.86694e-32 2.69042e-08 2.55269e-08 4.12423e-08 2.38595e-08 3.65166e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #241 of 1000; initialization seed = 493577466 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 564740 Distortion: 0.00927457 Distortions/cluster: 0.000300791 7.61548e-06 6.56069e-06 3.62871e-05 7.71732e-06 4.88938e-06 1.10988e-05 5.37108e-06 7.95209e-06 1.33731e-05 6.24286e-06 7.2379e-06 3.35627e-06 7.69883e-06 5.35406e-06 5.59689e-06 6.68112e-06 6.48459e-06 8.58866e-06 4.44294e-06 8.09526e-06 7.32618e-06 3.45487e-06 7.29767e-06 5.6396e-06 1.08283e-34 0 6.58708e-06 8.60699e-06 5.71741e-06 6.11655e-06 4.95146e-06 6.81726e-06 4.34617e-06 0.00872182 7.48466e-06 1.27749e-35 6.96799e-06 Variance: 1.57677e-06 Variances/cluster: 1.87971e-05 4.50475e-08 2.80347e-08 3.35956e-07 4.91391e-08 2.4691e-08 4.43805e-08 2.35546e-08 4.64883e-08 4.21728e-08 2.97253e-08 2.58474e-08 2.79657e-08 3.36164e-08 3.52204e-08 4.40662e-08 5.5211e-08 6.35686e-08 3.17994e-08 2.82963e-08 2.95419e-08 2.81752e-08 3.79626e-08 5.21106e-08 2.52875e-08 0 0 3.19733e-08 6.88504e-08 5.39345e-08 4.43083e-08 5.05095e-08 1.5489e-07 4.93836e-08 0.156503 4.00215e-08 0 2.44469e-08 -------------------------------------------------------------- Initialization seed trial #242 of 1000; initialization seed = 493577467 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 26 BIC score: 600279 Distortion: 0.00421907 Distortions/cluster: 6.73908e-06 3.99455e-06 1.84764e-05 4.5775e-06 6.36005e-06 4.81569e-35 0.00391362 1.01332e-05 5.28103e-06 4.07875e-06 1.18335e-05 5.83091e-06 6.45077e-06 6.90679e-06 5.32026e-06 8.91306e-06 4.35604e-05 5.39937e-06 7.04763e-06 7.23753e-06 5.02382e-06 4.97192e-06 6.42557e-06 3.23765e-05 1.33329e-05 9.64317e-35 6.62539e-06 1.44961e-05 1.85377e-05 0 3.21105e-06 2.37044e-35 5.2584e-06 5.57428e-06 0 5.78234e-06 0 1.56941e-05 Variance: 7.17285e-07 Variances/cluster: 4.26485e-08 2.89435e-08 5.86366e-08 4.31802e-08 3.95002e-08 2.67973e-31 0.00391989 2.2025e-07 2.61415e-08 4.24843e-08 3.3799e-08 3.37014e-08 3.2251e-08 4.26305e-08 2.33318e-08 2.81144e-08 2.7222e-06 2.90254e-08 3.23258e-08 4.35961e-08 5.70841e-08 2.53639e-08 2.54961e-08 3.11277e-07 5.69597e-08 6.86694e-32 3.82937e-08 6.8679e-08 6.45711e-08 0 3.77737e-08 0 2.30611e-08 2.66685e-08 0 2.3991e-08 0 4.65549e-08 -------------------------------------------------------------- Initialization seed trial #243 of 1000; initialization seed = 493577468 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 717327 Distortion: 0.000301157 Distortions/cluster: 3.14299e-05 1.0284e-05 9.64317e-35 5.79669e-06 3.24116e-06 2.85087e-06 9.77897e-06 4.35604e-05 1.02826e-05 0 3.76737e-06 9.19792e-06 2.8372e-06 4.03312e-06 5.31562e-06 7.53902e-06 1.22415e-05 2.71007e-06 6.55868e-06 5.85933e-06 5.70984e-06 7.21511e-06 6.11354e-06 1.27749e-35 1.42691e-05 8.07174e-06 2.37044e-35 6.59265e-06 5.74511e-06 7.08545e-06 8.53169e-06 1.55209e-05 6.47463e-06 1.08283e-34 1.56616e-05 6.29213e-06 4.81569e-35 1.0589e-05 Variance: 5.11998e-08 Variances/cluster: 3.11154e-07 4.35727e-08 6.86694e-32 3.29324e-08 2.84279e-08 2.45735e-08 3.00865e-08 2.7222e-06 5.46776e-08 0 2.36916e-08 3.36891e-08 2.18221e-08 2.8601e-08 3.47394e-08 4.43329e-08 5.01544e-08 2.05284e-08 2.52235e-08 4.47239e-08 2.61894e-08 2.84035e-08 5.45818e-08 0 3.86572e-08 5.80651e-08 0 2.9694e-08 4.45211e-08 3.37373e-08 6.31926e-08 6.10865e-08 2.34568e-08 0 4.37331e-08 7.23167e-08 2.67973e-31 1.96041e-07 -------------------------------------------------------------- Initialization seed trial #244 of 1000; initialization seed = 493577469 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 505433 Distortion: 0.0359227 Distortions/cluster: 6.61882e-06 1.00399e-05 5.01896e-06 4.35604e-05 1.14431e-05 1.29304e-05 1.56888e-05 0.0356196 5.00694e-06 1.73823e-05 6.54336e-06 1.59379e-05 4.81569e-35 6.60783e-06 7.83332e-06 7.20992e-06 6.1553e-06 5.73734e-06 7.4945e-06 1.27749e-35 2.37044e-35 4.53901e-06 5.43844e-06 5.90599e-06 3.26168e-06 0 1.08283e-34 6.49955e-06 0 3.38104e-05 1.03963e-05 7.03797e-06 8.28518e-06 5.79578e-06 5.66425e-06 6.60282e-06 0 8.66752e-06 Variance: 6.10722e-06 Variances/cluster: 2.82831e-08 3.15689e-08 4.40222e-08 2.7222e-06 5.49975e-08 4.95259e-08 3.98063e-08 0.035575 2.50318e-08 6.34191e-08 3.01511e-08 4.41347e-08 2.67973e-31 5.50605e-08 9.79076e-08 3.96116e-08 3.12424e-08 5.41226e-08 2.9159e-08 0 0 2.85446e-08 2.38501e-08 3.05974e-08 3.74876e-08 0 0 1.51104e-07 0 3.13025e-07 4.87934e-08 2.57779e-08 6.18247e-08 3.53369e-08 2.52846e-08 2.39212e-08 0 3.56657e-08 -------------------------------------------------------------- Initialization seed trial #245 of 1000; initialization seed = 493577470 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 504193 Distortion: 0.0361785 Distortions/cluster: 5.11634e-06 3.92336e-06 1.00805e-05 9.05268e-06 1.27749e-35 1.13572e-05 4.90666e-06 7.60886e-06 8.03844e-06 1.08283e-34 6.66403e-06 4.71324e-06 8.27458e-06 6.1405e-06 6.73138e-06 6.84513e-06 8.22794e-06 0.0356196 8.84086e-06 7.10677e-06 8.05554e-06 6.64332e-06 5.19384e-06 5.65675e-06 7.68324e-06 6.79824e-06 5.00136e-06 7.23956e-06 5.25378e-06 5.18586e-06 0.000296469 7.01443e-06 4.78051e-06 4.35604e-05 2.37044e-35 8.75992e-06 6.57986e-06 5.48469e-06 Variance: 6.15072e-06 Variances/cluster: 2.58378e-08 3.01762e-08 8.19493e-08 5.05697e-08 0 4.50646e-08 2.29256e-08 5.17455e-08 3.57233e-08 0 2.37133e-08 3.0018e-08 6.83788e-08 3.14795e-08 3.88971e-08 1.59142e-07 5.83492e-08 0.035575 3.05886e-08 3.15829e-08 4.94046e-08 4.88321e-08 3.41662e-08 3.17762e-08 4.71213e-08 3.46819e-08 3.90609e-08 2.79495e-08 2.45476e-08 7.51322e-08 2.93503e-06 3.1452e-08 3.36546e-08 2.7222e-06 0 3.30454e-08 2.62123e-08 4.15371e-08 -------------------------------------------------------------- Initialization seed trial #246 of 1000; initialization seed = 493577471 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 68 BIC score: 600285 Distortion: 0.00421315 Distortions/cluster: 6.33411e-06 3.38199e-06 5.52142e-06 0 1.09486e-05 8.4698e-06 8.70495e-06 4.44643e-06 9.64317e-35 4.81569e-35 6.48811e-06 1.03505e-05 6.93831e-06 4.35604e-05 6.22131e-06 2.37044e-35 0.00391362 1.0481e-05 1.30927e-05 1.26481e-05 3.38104e-05 1.30767e-05 6.83827e-06 0 9.20083e-06 7.44391e-06 0 4.96782e-06 6.91139e-06 7.03553e-06 5.2884e-06 5.67732e-06 6.71793e-06 5.62528e-06 5.47369e-06 7.96048e-06 6.41463e-06 9.49898e-06 Variance: 7.16279e-07 Variances/cluster: 3.38688e-08 2.62147e-08 2.78835e-08 0 3.2967e-08 5.84074e-08 2.95057e-08 3.52861e-08 6.86694e-32 2.67973e-31 2.9488e-08 4.63996e-08 4.30812e-08 2.7222e-06 4.31894e-08 0 0.00391989 5.2401e-08 4.62603e-08 4.30069e-08 3.13025e-07 4.68655e-08 4.74728e-08 0 3.07694e-08 1.61775e-07 0 4.28119e-08 2.4419e-08 4.91848e-08 4.19677e-08 2.29831e-08 3.39252e-08 2.33394e-08 2.64406e-08 5.27018e-08 2.70636e-08 9.04594e-08 -------------------------------------------------------------- Initialization seed trial #247 of 1000; initialization seed = 493577472 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 716983 Distortion: 0.000306506 Distortions/cluster: 5.88096e-06 1.08283e-34 3.8256e-06 3.33137e-06 1.68221e-05 4.14236e-06 5.67394e-06 5.7156e-06 6.51349e-06 9.64317e-35 1.27716e-05 1.45035e-05 7.94811e-06 1.86113e-05 4.35604e-05 4.41908e-06 6.75388e-06 1.98602e-06 1.27749e-35 3.37711e-06 6.99945e-06 4.81569e-35 0 2.70887e-06 6.21347e-06 5.36774e-06 2.37044e-35 2.26059e-05 6.14327e-06 7.01923e-06 9.84069e-06 8.97647e-06 6.22137e-06 3.25722e-05 0 4.20567e-06 4.26477e-06 1.75301e-05 Variance: 5.21091e-08 Variances/cluster: 3.74552e-08 0 2.45202e-08 2.82286e-08 4.14204e-08 4.06079e-08 3.2985e-08 3.34211e-08 5.16902e-08 6.86694e-32 2.28011e-07 5.82282e-08 2.98775e-08 6.43789e-08 2.7222e-06 2.38844e-08 2.32872e-08 5.09191e-08 0 3.92654e-08 4.06908e-08 2.67973e-31 0 3.42868e-08 2.6326e-08 5.42163e-08 0 5.77972e-08 2.70603e-08 3.23439e-08 3.00912e-08 3.38705e-08 2.93435e-08 3.13158e-07 0 2.24875e-08 4.22218e-08 4.58752e-08 -------------------------------------------------------------- Initialization seed trial #248 of 1000; initialization seed = 493577473 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 500840 Distortion: 0.0398134 Distortions/cluster: 7.39513e-06 4.68824e-06 7.04962e-06 9.24143e-06 7.72691e-06 6.80958e-06 6.32555e-06 5.79141e-06 0.0356196 1.0324e-05 3.41017e-06 3.1969e-06 2.23474e-05 1.60211e-05 5.35327e-06 3.99679e-06 1.59192e-05 3.75809e-06 5.49976e-06 1.60953e-05 0 1.54396e-05 5.00217e-06 7.5441e-06 7.59942e-06 4.71456e-06 2.45348e-05 1.89749e-05 0.00391362 2.37044e-35 0 1.01396e-05 4.81569e-35 5.75484e-06 3.63944e-06 5.54823e-06 6.84801e-06 3.53562e-06 Variance: 6.76868e-06 Variances/cluster: 3.2719e-08 2.41641e-08 4.32457e-08 3.47391e-08 9.30883e-08 2.63914e-08 5.54824e-08 2.65636e-08 0.035575 3.10938e-08 3.96501e-08 2.8541e-08 5.67011e-08 4.41208e-08 5.63452e-08 3.24915e-08 7.5794e-07 4.94442e-08 2.98874e-08 4.01248e-08 0 5.95931e-08 2.52605e-08 5.02902e-08 2.39708e-08 2.92796e-08 2.72576e-06 6.43017e-08 0.00391989 0 0 1.07857e-07 2.67973e-31 2.38763e-08 3.11036e-08 3.22539e-08 1.55588e-07 3.0477e-08 -------------------------------------------------------------- Initialization seed trial #249 of 1000; initialization seed = 493577474 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 600584 Distortion: 0.00418539 Distortions/cluster: 7.38274e-06 7.65484e-06 0.00391362 3.69462e-06 9.64317e-35 7.66528e-06 9.74593e-06 8.99661e-06 3.65523e-06 4.02867e-06 1.08145e-05 6.53541e-06 4.87062e-06 1.58592e-05 3.90047e-06 7.36171e-06 0 6.72404e-06 2.45348e-05 4.81569e-35 2.37044e-35 4.6748e-06 5.55153e-06 7.42538e-06 3.25927e-06 7.07133e-06 7.3722e-06 4.26833e-06 6.09972e-06 4.1841e-06 3.22994e-06 1.35354e-05 1.03802e-05 8.64916e-06 1.50809e-05 1.21164e-05 1.59192e-05 9.52398e-06 Variance: 7.11559e-07 Variances/cluster: 4.76152e-08 2.85604e-08 0.00391989 2.13537e-08 6.86694e-32 2.85993e-08 5.66453e-08 3.42046e-08 3.54844e-08 2.35569e-08 1.1264e-07 2.29292e-08 4.87032e-08 5.01713e-08 3.90012e-08 3.95757e-08 0 5.51103e-08 2.72576e-06 2.67973e-31 0 4.81896e-08 4.4056e-08 3.1328e-08 2.73862e-08 3.27348e-08 8.1007e-08 3.07038e-08 1.45184e-07 2.47551e-08 3.71228e-08 3.80084e-08 3.20346e-08 5.0861e-08 4.2348e-08 3.38419e-08 7.5794e-07 5.11878e-08 -------------------------------------------------------------- Initialization seed trial #250 of 1000; initialization seed = 493577475 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 600282 Distortion: 0.00420897 Distortions/cluster: 3.38104e-05 9.80602e-06 9.31813e-06 8.15802e-06 6.86544e-06 9.13295e-06 2.37044e-35 8.16569e-06 5.89975e-06 4.35604e-05 1.01922e-05 8.47884e-06 1.04327e-05 3.49052e-06 4.81569e-35 8.51534e-06 7.95833e-06 4.18576e-06 6.95085e-06 7.43824e-06 7.35476e-06 5.79171e-06 6.77826e-06 9.64317e-35 6.59861e-06 5.88437e-06 7.56771e-06 5.65022e-06 0 6.92837e-06 8.83988e-06 4.47987e-06 0 7.25195e-06 4.50855e-06 6.2467e-06 0.00391362 9.10514e-06 Variance: 7.15567e-07 Variances/cluster: 3.13025e-07 4.66799e-08 3.52929e-08 2.66579e-08 4.28951e-08 3.14826e-08 0 8.5948e-08 4.18285e-08 2.7222e-06 3.02414e-08 3.56221e-08 3.96551e-08 3.83543e-08 2.67973e-31 7.88386e-08 4.01902e-08 4.1855e-08 2.94502e-08 5.09308e-08 5.25183e-08 4.42077e-08 4.87487e-08 6.86694e-32 5.49836e-08 3.36215e-08 2.55643e-08 1.4121e-07 0 3.2833e-08 2.93659e-08 3.99864e-08 0 2.97176e-08 4.13493e-08 2.72756e-08 0.00391989 2.77563e-08 -------------------------------------------------------------- Initialization seed trial #251 of 1000; initialization seed = 493577476 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 501298 Distortion: 0.0398404 Distortions/cluster: 1.66678e-05 9.60734e-06 5.8926e-06 9.87533e-06 5.68079e-06 5.82653e-06 0.00391362 1.151e-05 2.37044e-35 4.81569e-35 1.49113e-05 1.82047e-05 5.52494e-06 4.8592e-06 0.0356196 6.65645e-06 0 1.43602e-05 1.36925e-05 1.54648e-05 3.14299e-05 3.84849e-06 5.82217e-06 0 4.35604e-05 6.54464e-06 8.13024e-06 4.11268e-06 0 8.8874e-06 0 0 0 5.3738e-06 8.59117e-06 5.11331e-06 1.34543e-05 3.61703e-06 Variance: 6.77327e-06 Variances/cluster: 5.23977e-08 2.96497e-08 3.16779e-08 5.16867e-08 2.58195e-08 1.42063e-07 0.00391989 5.48052e-08 0 2.67973e-31 3.90221e-08 6.38561e-08 2.83298e-08 2.87501e-08 0.035575 2.79656e-08 0 4.75466e-08 4.60986e-08 4.31835e-08 3.11154e-07 2.34639e-08 3.48597e-08 0 2.7222e-06 3.0157e-08 3.27804e-08 3.02368e-08 0 5.01951e-08 0 0 0 2.28652e-08 5.84383e-08 1.7043e-07 3.75787e-08 2.07851e-08 -------------------------------------------------------------- Initialization seed trial #252 of 1000; initialization seed = 493577477 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 716968 Distortion: 0.00030525 Distortions/cluster: 3.14299e-05 4.94051e-06 8.8874e-06 8.20766e-06 1.67034e-05 1.17617e-05 9.06859e-06 4.98942e-06 5.49746e-06 1.27749e-35 1.85707e-05 4.84474e-06 4.77583e-06 5.37704e-06 6.59055e-06 1.48358e-05 4.99562e-06 5.67838e-06 5.17614e-06 4.81569e-35 9.64317e-35 0 2.37044e-35 7.34175e-06 6.11494e-06 1.08097e-05 9.0643e-06 7.59492e-06 1.08283e-34 4.35604e-05 9.68181e-06 7.10792e-06 5.49707e-06 0 0 4.8345e-06 5.57659e-06 1.5735e-05 Variance: 5.18956e-08 Variances/cluster: 3.11154e-07 2.9939e-08 5.01951e-08 5.82054e-08 5.23451e-08 7.73738e-08 4.2572e-08 2.612e-08 2.52155e-08 0 6.40169e-08 3.02768e-08 3.12118e-08 3.25849e-08 3.26236e-08 3.90289e-08 2.29137e-08 2.30808e-08 3.64485e-08 2.67973e-31 6.86694e-32 0 0 2.87887e-08 2.8572e-08 1.96488e-07 5.03534e-08 3.33082e-08 0 2.7222e-06 5.14825e-08 5.68582e-08 2.76211e-08 0 0 2.49172e-08 2.34284e-08 4.38157e-08 -------------------------------------------------------------- Initialization seed trial #253 of 1000; initialization seed = 493577478 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 505958 Distortion: 0.0358948 Distortions/cluster: 2.66615e-06 1.27749e-35 8.66831e-06 1.01952e-05 1.59192e-05 1.08283e-34 1.1701e-05 4.56695e-06 2.45348e-05 3.34132e-06 4.29544e-06 1.22124e-05 7.95156e-06 4.81569e-35 1.747e-05 5.5155e-06 5.70083e-06 2.95592e-06 1.25838e-05 2.87866e-06 1.39995e-05 2.78473e-06 8.55423e-06 2.77877e-06 1.29201e-05 7.42828e-06 2.79992e-06 6.28335e-06 2.37044e-35 0 2.40909e-06 3.50142e-06 1.12631e-05 6.62996e-06 0.0356196 1.72028e-05 1.67765e-05 6.7272e-06 Variance: 6.10248e-06 Variances/cluster: 3.41787e-08 0 9.63048e-08 4.83027e-08 7.5794e-07 0 2.83284e-08 1.69132e-07 2.72576e-06 3.40921e-08 3.11238e-08 6.04381e-08 2.77034e-08 2.67973e-31 4.17807e-08 1.37842e-07 2.52227e-08 4.10515e-08 3.30254e-08 3.59801e-08 5.3012e-08 3.56995e-08 2.55327e-08 4.63087e-08 5.68985e-08 3.39161e-08 3.83518e-08 4.33296e-08 0 0 5.87535e-08 3.21204e-08 3.22694e-08 3.41711e-08 0.035575 4.42086e-08 3.98457e-08 3.59709e-08 -------------------------------------------------------------- Initialization seed trial #254 of 1000; initialization seed = 493577479 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 717952 Distortion: 0.000304076 Distortions/cluster: 7.66044e-06 2.37044e-35 9.25237e-06 3.34494e-06 7.48252e-06 0 9.93486e-06 5.97999e-06 3.10001e-05 9.56703e-06 1.13466e-05 9.4549e-06 6.88969e-06 5.11331e-06 8.92084e-06 1.19606e-05 1.19098e-05 9.64317e-35 1.61668e-05 9.01063e-06 7.26436e-06 0 5.68961e-06 5.70134e-06 0 1.08283e-34 5.79362e-06 1.27938e-05 9.38473e-06 6.74934e-06 1.03164e-05 4.35604e-05 0 1.56776e-05 6.14951e-06 0 4.81569e-35 1.27749e-35 Variance: 5.1696e-08 Variances/cluster: 3.13916e-08 0 4.94625e-08 3.75807e-08 3.05382e-08 0 3.57338e-08 1.45805e-07 3.09968e-07 2.67212e-08 3.12551e-08 4.77367e-08 5.60088e-08 1.7043e-07 4.28852e-08 5.58729e-08 3.08516e-08 6.86694e-32 4.28687e-08 5.11928e-08 2.9055e-08 0 3.89667e-08 2.89381e-08 0 0 3.86204e-08 6.23893e-08 2.68105e-08 6.61639e-08 3.19363e-08 2.7222e-06 0 4.01859e-08 4.39107e-08 0 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #255 of 1000; initialization seed = 493577480 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 722024 Distortion: 0.000277012 Distortions/cluster: 1.1898e-05 1.08283e-34 4.56695e-06 1.27749e-35 1.17543e-05 1.674e-05 6.11781e-06 3.52999e-06 6.6822e-06 9.89596e-06 1.67219e-05 6.99132e-06 4.47464e-06 6.45024e-06 6.10909e-06 2.20228e-05 3.78628e-06 4.17271e-06 5.57563e-06 0 2.10989e-05 1.22432e-05 6.09148e-06 2.74984e-06 3.97217e-06 5.26723e-06 1.18562e-05 4.81569e-35 1.49888e-05 9.64317e-35 2.37044e-35 0 4.50781e-06 2.22294e-05 4.23118e-06 1.98602e-06 1.20494e-05 6.25042e-06 Variance: 4.70948e-08 Variances/cluster: 1.27922e-07 0 1.69132e-07 0 5.5427e-08 4.38181e-08 3.25382e-08 2.674e-08 3.84002e-08 2.69621e-08 9.28839e-07 2.86503e-08 3.95954e-08 2.89214e-08 1.45406e-07 4.48382e-08 3.47333e-08 3.06787e-08 2.65484e-08 0 4.82657e-08 3.23865e-08 2.60289e-08 3.43703e-08 4.31731e-08 2.49606e-08 3.23029e-08 2.67973e-31 2.49796e-06 6.86694e-32 0 0 4.09765e-08 6.61382e-08 4.23082e-08 5.09191e-08 5.14765e-08 6.37739e-08 -------------------------------------------------------------- Initialization seed trial #256 of 1000; initialization seed = 493577481 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 717202 Distortion: 0.000308955 Distortions/cluster: 9.74495e-06 1.27749e-35 6.34486e-06 1.00017e-05 5.59689e-06 1.67537e-05 5.15915e-06 5.34585e-06 7.46905e-06 4.81569e-35 1.17709e-05 1.28551e-05 1.03092e-05 9.64317e-35 0 1.08283e-34 1.34905e-05 3.83841e-06 6.86394e-06 3.22994e-06 4.35604e-05 6.03218e-06 6.73419e-06 7.45911e-06 1.36613e-05 8.2847e-06 6.72404e-06 1.82872e-05 5.75869e-06 2.37044e-35 6.41918e-06 0 0 3.14299e-05 0 9.24126e-06 0 1.65888e-05 Variance: 5.25255e-08 Variances/cluster: 2.69174e-08 0 3.23684e-08 5.43408e-08 4.40662e-08 4.11505e-08 2.45648e-08 3.4937e-08 3.95155e-08 2.67973e-31 3.19835e-08 3.3387e-08 1.94462e-07 6.86694e-32 0 0 3.51286e-08 2.95234e-08 7.14929e-08 3.71228e-08 2.7222e-06 2.58861e-08 2.8532e-08 2.80394e-08 5.71421e-08 6.27578e-08 5.51103e-08 5.50641e-08 5.38163e-08 0 2.93079e-08 0 0 3.11154e-07 0 5.21937e-08 0 4.42222e-08 -------------------------------------------------------------- Initialization seed trial #257 of 1000; initialization seed = 493577482 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 689959 Distortion: 0.00056026 Distortions/cluster: 7.98549e-06 7.8767e-06 1.51442e-05 6.59755e-06 7.62642e-06 0.000295506 8.58682e-06 8.3272e-06 8.06392e-06 8.53197e-06 5.20827e-06 7.10356e-06 5.58113e-06 5.40876e-06 1.08283e-34 9.5695e-06 6.33189e-06 7.29549e-06 0 9.64317e-35 4.35604e-05 7.01974e-06 2.37044e-35 0 7.17972e-06 6.2844e-06 7.10888e-06 5.78051e-06 1.19543e-05 1.06978e-05 6.38759e-06 6.86361e-06 1.27749e-35 5.11331e-06 1.06244e-05 4.41762e-06 6.52322e-06 0 Variance: 9.52499e-08 Variances/cluster: 5.78609e-08 4.9523e-08 4.2766e-08 3.01232e-08 3.12531e-08 3.04613e-06 3.5925e-08 4.22665e-08 5.30363e-08 4.87384e-08 2.54032e-08 4.55208e-08 2.42631e-08 4.43303e-08 0 4.2717e-08 2.64909e-08 2.37617e-08 0 6.86694e-32 2.7222e-06 2.80766e-08 0 0 3.40241e-08 1.49579e-07 4.70635e-08 3.01033e-08 3.56729e-08 4.7112e-08 4.09425e-08 4.15943e-08 0 1.7043e-07 3.2587e-08 4.28868e-08 2.92495e-08 0 -------------------------------------------------------------- Initialization seed trial #258 of 1000; initialization seed = 493577483 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 505292 Distortion: 0.0358884 Distortions/cluster: 4.8867e-06 7.36624e-06 6.92153e-06 4.51977e-06 1.12446e-05 1.22239e-05 5.34083e-06 4.56695e-06 9.24489e-06 5.52846e-06 8.18243e-06 5.78109e-06 1.47167e-05 6.50122e-06 1.39664e-05 5.97948e-06 1.08283e-34 5.83568e-06 5.37843e-06 1.59192e-05 7.60173e-06 3.23815e-06 5.38502e-06 9.49016e-06 8.39942e-06 4.81569e-35 1.27749e-35 8.72302e-06 4.63467e-06 2.37044e-35 9.55182e-06 4.62843e-06 0.0356196 2.45348e-05 1.0241e-05 9.374e-06 0 8.98059e-06 Variance: 6.1014e-06 Variances/cluster: 3.44103e-08 2.87719e-08 5.5814e-08 3.61548e-08 3.08044e-08 3.59411e-08 3.8981e-08 1.69132e-07 4.71526e-08 2.53569e-08 3.49646e-08 3.28438e-08 4.90398e-08 2.85116e-08 4.25665e-08 2.49118e-08 0 1.42286e-07 2.84548e-08 7.5794e-07 3.15397e-08 3.72172e-08 2.94229e-08 5.1573e-08 9.43662e-08 2.67973e-31 0 4.23413e-08 2.53235e-08 0 5.45653e-08 3.7024e-08 0.035575 2.72576e-06 5.30452e-08 5.26459e-08 0 2.62567e-08 -------------------------------------------------------------- Initialization seed trial #259 of 1000; initialization seed = 493577484 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 68 BIC score: 716922 Distortion: 0.000306084 Distortions/cluster: 6.08041e-06 5.24048e-06 4.81569e-35 1.14431e-05 1.73823e-05 1.08283e-34 5.83675e-06 5.40142e-06 0 1.03963e-05 3.25722e-05 3.11497e-06 5.47634e-06 7.69182e-06 4.35604e-05 5.05992e-06 1.60438e-05 9.02475e-06 1.68129e-05 9.64317e-35 6.67219e-06 5.54986e-06 1.24691e-05 6.38085e-06 7.37375e-06 6.96026e-06 6.38943e-06 1.31631e-05 7.77785e-06 2.37044e-35 9.84899e-06 0 1.27749e-35 4.66417e-06 5.23613e-06 7.68379e-06 0 4.77676e-06 Variance: 5.20374e-08 Variances/cluster: 2.65494e-08 4.22585e-08 2.67973e-31 5.49975e-08 6.34191e-08 0 3.26047e-08 3.27325e-08 0 4.87934e-08 3.13158e-07 3.02397e-08 2.40163e-08 6.25312e-08 2.7222e-06 2.50462e-08 4.03996e-08 2.87387e-08 4.63013e-08 6.86694e-32 5.55967e-08 2.95171e-08 2.18706e-07 2.34569e-08 3.3212e-08 4.60905e-08 2.5971e-08 5.02248e-08 5.47686e-08 0 3.59422e-08 0 0 3.19436e-08 3.04399e-08 3.7848e-08 0 2.55419e-08 -------------------------------------------------------------- Initialization seed trial #260 of 1000; initialization seed = 493577485 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 689592 Distortion: 0.000568221 Distortions/cluster: 6.15407e-06 5.68235e-06 0 4.41903e-06 4.63724e-06 4.48287e-06 2.26556e-05 4.88395e-06 5.96798e-06 1.61895e-05 6.07438e-06 5.84088e-06 9.64317e-35 0.000290111 6.5025e-06 5.11418e-06 7.5732e-06 1.08283e-34 1.94424e-05 6.5267e-06 7.95741e-06 2.37044e-35 3.45934e-06 7.14096e-06 1.27749e-35 4.26165e-06 5.93865e-06 1.64132e-05 1.43989e-05 4.16652e-06 7.40957e-06 3.18617e-06 7.67443e-06 4.35604e-05 0 0 8.04079e-06 1.23547e-05 Variance: 9.66033e-08 Variances/cluster: 2.94427e-08 2.4596e-08 0 2.40143e-08 3.86401e-08 3.86423e-08 5.82221e-08 3.39124e-08 3.31527e-08 4.28153e-08 1.84053e-07 3.76796e-08 6.86694e-32 3.08599e-06 2.66465e-08 3.84491e-08 3.42649e-08 0 6.56633e-08 2.9005e-08 3.3153e-08 0 3.29432e-08 2.46218e-08 0 4.34836e-08 5.44783e-08 4.08156e-08 5.80413e-08 4.12491e-08 2.57254e-08 3.70455e-08 3.29346e-08 2.7222e-06 0 0 2.93431e-08 2.94062e-07 -------------------------------------------------------------- Initialization seed trial #261 of 1000; initialization seed = 493577486 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 505346 Distortion: 0.0359144 Distortions/cluster: 2.96478e-05 5.19984e-06 1.36432e-05 1.27749e-35 5.3242e-06 5.26704e-06 7.20193e-06 4.81569e-35 5.54074e-06 7.53865e-06 1.04822e-05 7.62212e-06 2.37044e-35 7.45106e-06 6.64327e-06 6.63194e-06 1.00356e-05 0.0356196 7.19518e-06 8.26845e-06 5.91872e-06 7.08846e-06 3.26168e-06 7.74923e-06 5.76409e-06 4.35604e-05 0 8.7609e-06 6.52562e-06 1.07738e-05 8.15082e-06 1.08283e-34 1.36282e-05 8.25192e-06 1.19067e-05 0 4.74399e-06 5.06815e-06 Variance: 6.10581e-06 Variances/cluster: 3.25764e-07 2.53621e-08 3.48011e-08 0 2.90906e-08 3.9012e-08 2.67706e-08 2.67973e-31 1.38473e-07 2.43948e-08 5.37378e-08 3.44862e-08 0 2.86555e-08 2.87561e-08 3.23476e-08 4.53947e-08 0.035575 4.52379e-08 4.05282e-08 1.55743e-07 4.05018e-08 3.74876e-08 4.96586e-08 2.44214e-08 2.7222e-06 0 4.68347e-08 5.48323e-08 3.30378e-08 4.40544e-08 0 4.31134e-08 5.46322e-08 3.29797e-08 0 4.23534e-08 5.17127e-08 -------------------------------------------------------------- Initialization seed trial #262 of 1000; initialization seed = 493577487 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 600368 Distortion: 0.00421812 Distortions/cluster: 8.66822e-06 0 4.35604e-05 1.36613e-05 3.38104e-05 9.64317e-35 6.13706e-06 1.66747e-05 9.45586e-06 4.43078e-06 8.46673e-06 4.92394e-06 8.91561e-06 6.60462e-06 4.81569e-35 4.85644e-06 5.52717e-06 1.64606e-05 4.51264e-06 5.8271e-06 1.87575e-05 2.37044e-35 0 9.68322e-06 3.99345e-06 8.30469e-06 1.37399e-05 3.6807e-06 4.65316e-06 3.16278e-06 3.07058e-06 4.16788e-06 4.03622e-06 4.79121e-06 0 1.04581e-05 9.50436e-06 0.00391362 Variance: 7.17123e-07 Variances/cluster: 5.09731e-08 0 2.7222e-06 5.71421e-08 3.13025e-07 6.86694e-32 1.46074e-07 4.42155e-08 1.19685e-07 2.16117e-08 5.83863e-08 2.78165e-08 4.89824e-08 2.85881e-08 2.67973e-31 2.56929e-08 3.54275e-08 4.07308e-08 3.26974e-08 3.32947e-08 5.48288e-08 0 0 5.40799e-08 2.95786e-08 2.6361e-08 4.6572e-08 3.17265e-08 2.515e-08 2.61364e-08 3.13297e-08 2.32822e-08 2.19341e-08 2.3954e-08 0 5.28144e-08 3.13648e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #263 of 1000; initialization seed = 493577488 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 689555 Distortion: 0.000564025 Distortions/cluster: 6.99629e-06 8.40768e-06 7.07532e-06 7.8767e-06 3.49738e-06 5.89076e-06 1.00082e-05 1.06472e-05 5.58284e-06 1.27749e-35 8.40959e-06 5.07206e-06 6.62628e-06 9.74746e-06 7.1116e-06 6.98447e-06 8.83982e-06 6.2222e-06 2.37044e-35 1.08283e-34 8.22729e-06 9.23111e-06 7.20649e-06 6.02216e-06 9.64317e-35 4.35604e-05 9.4896e-06 0 7.50055e-06 1.17314e-05 5.52135e-06 8.39122e-06 7.47287e-06 0 0 8.53631e-06 9.07694e-06 0.000297062 Variance: 9.589e-08 Variances/cluster: 3.34722e-08 8.5786e-08 4.59287e-08 4.9523e-08 3.8012e-08 2.87325e-08 4.38812e-08 4.4349e-08 2.90677e-08 0 5.49482e-08 2.49826e-08 1.5405e-07 5.12985e-08 5.5992e-08 3.07659e-08 8.6657e-08 3.20701e-08 0 0 2.83675e-08 3.01644e-08 4.70861e-08 3.08793e-08 6.86694e-32 2.7222e-06 4.27425e-08 0 2.48341e-08 3.3805e-08 2.43204e-08 3.3562e-08 3.29171e-08 0 0 3.38632e-08 5.06929e-08 2.91207e-06 -------------------------------------------------------------- Initialization seed trial #264 of 1000; initialization seed = 493577489 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 720824 Distortion: 0.000283218 Distortions/cluster: 4.91122e-06 7.53888e-06 6.68237e-06 9.70441e-06 1.85893e-05 5.67144e-06 4.56695e-06 3.45828e-06 3.8179e-06 3.3461e-06 5.41098e-06 8.66831e-06 4.81569e-35 9.26587e-06 4.86483e-06 2.37044e-35 6.48731e-06 1.08283e-34 2.91092e-05 8.01653e-06 3.76143e-06 3.2274e-06 0 6.51804e-06 1.59192e-05 6.10909e-06 1.27749e-35 6.40136e-06 6.03102e-06 2.86245e-06 2.54181e-05 3.21177e-06 2.45348e-05 9.00688e-06 9.64317e-35 7.22906e-06 0 2.28773e-05 Variance: 4.81499e-08 Variances/cluster: 4.72191e-08 3.16732e-08 5.56815e-08 3.12008e-08 6.32085e-08 3.0005e-08 1.69132e-07 3.80001e-08 3.00587e-08 2.49679e-08 3.81024e-08 9.63048e-08 2.67973e-31 4.30936e-08 3.42563e-08 0 2.94852e-08 0 5.54284e-08 3.48514e-08 2.82787e-08 2.27256e-08 0 2.43189e-08 7.5794e-07 1.45406e-07 0 2.89629e-08 2.40259e-08 2.32696e-08 4.6453e-08 2.11275e-08 2.72576e-06 5.1464e-08 6.86694e-32 2.83468e-08 0 6.62902e-08 -------------------------------------------------------------- Initialization seed trial #265 of 1000; initialization seed = 493577490 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 717867 Distortion: 0.000300584 Distortions/cluster: 7.23951e-06 9.31623e-06 4.81569e-35 8.6836e-06 1.16275e-05 7.62586e-06 4.35604e-05 3.35567e-05 0 5.46077e-06 5.59689e-06 7.9379e-06 6.43243e-06 9.15736e-06 1.4043e-05 7.81433e-06 7.41424e-06 8.3962e-06 6.72404e-06 2.37044e-35 3.30036e-06 7.42243e-06 1.08283e-34 7.12292e-06 5.04658e-06 8.1551e-06 8.91454e-06 7.95044e-06 1.27749e-35 6.35695e-06 9.64317e-35 1.24793e-05 1.45522e-05 5.71859e-06 5.34314e-06 7.63453e-06 0 0 Variance: 5.11024e-08 Variances/cluster: 5.02586e-08 4.31169e-08 2.67973e-31 2.88467e-08 3.32184e-08 4.48435e-08 2.7222e-06 3.13581e-07 0 4.66578e-08 4.40662e-08 2.87581e-08 4.12289e-08 7.04355e-08 4.7761e-08 5.31427e-08 2.82954e-08 3.09792e-08 5.51103e-08 0 3.75011e-08 3.26951e-08 0 1.58239e-07 4.27536e-08 3.03137e-08 3.33848e-08 4.01504e-08 0 2.5223e-08 6.86694e-32 3.65844e-08 4.32959e-08 5.39457e-08 4.41441e-08 2.46254e-08 0 0 -------------------------------------------------------------- Initialization seed trial #266 of 1000; initialization seed = 493577491 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 717179 Distortion: 0.000306232 Distortions/cluster: 7.13813e-06 5.80246e-06 8.82205e-06 5.85624e-06 6.02985e-06 3.38104e-05 1.06393e-05 1.1441e-05 7.86524e-06 5.74298e-06 3.67049e-06 7.83404e-06 6.16517e-06 7.90066e-06 1.37508e-05 6.04896e-06 1.27749e-35 7.02305e-06 9.64317e-35 1.3709e-05 2.37044e-35 6.6881e-06 4.35604e-05 1.72498e-05 0 7.08046e-06 0 6.32432e-06 4.81569e-35 4.83794e-06 1.08283e-34 8.40166e-06 5.84789e-06 0 1.7103e-05 0 1.14099e-05 8.4788e-06 Variance: 5.20626e-08 Variances/cluster: 1.58576e-07 2.36814e-08 2.64895e-08 2.53495e-08 3.19009e-08 3.13025e-07 4.92404e-08 3.35485e-08 3.22318e-08 3.2081e-08 3.86337e-08 7.91244e-08 3.19411e-08 4.3889e-08 5.26683e-08 2.59589e-08 0 3.05314e-08 6.86694e-32 6.11819e-08 0 5.57293e-08 2.7222e-06 4.42156e-08 0 3.35536e-08 0 2.69096e-08 2.67973e-31 2.70252e-08 0 8.66083e-08 2.85234e-08 0 4.14988e-08 0 5.48379e-08 5.10732e-08 -------------------------------------------------------------- Initialization seed trial #267 of 1000; initialization seed = 493577492 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 566613 Distortion: 0.00899297 Distortions/cluster: 1.04779e-05 7.51599e-06 5.6952e-06 3.52011e-06 5.80224e-06 7.13813e-06 1.06404e-05 8.31318e-06 6.81215e-06 0 9.58475e-06 1.45505e-05 1.5735e-05 7.21624e-06 3.75411e-06 9.64332e-06 1.08283e-34 1.07336e-05 6.26341e-06 1.59192e-05 5.15829e-06 2.89425e-06 1.27749e-35 5.38244e-06 3.56757e-06 1.1341e-05 8.99546e-06 6.27902e-06 3.99468e-06 4.42965e-06 7.86105e-06 6.41517e-06 8.68294e-06 2.45348e-05 0.00872182 5.29724e-06 7.00554e-06 4.81569e-35 Variance: 1.5289e-06 Variances/cluster: 5.29018e-08 2.78346e-08 3.2173e-08 3.86791e-08 2.73663e-08 1.58576e-07 3.11097e-08 2.73428e-08 2.78014e-08 0 4.767e-08 3.88924e-08 4.38157e-08 3.25027e-08 3.75377e-08 3.53204e-08 0 1.11797e-07 2.37229e-08 7.5794e-07 4.40842e-08 3.57287e-08 0 5.38211e-08 5.32427e-08 4.72391e-08 5.19801e-08 2.48161e-08 3.02598e-08 3.48759e-08 6.89511e-08 2.88946e-08 5.26081e-08 2.72576e-06 0.156503 5.04454e-08 3.84888e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #268 of 1000; initialization seed = 493577493 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 505323 Distortion: 0.0358925 Distortions/cluster: 8.22794e-06 1.27749e-35 8.92364e-06 8.37237e-06 5.76955e-06 7.52876e-06 1.59192e-05 0.0356196 6.42828e-06 6.8683e-06 7.74567e-06 5.01609e-06 5.81151e-06 2.45348e-05 1.04867e-05 9.65998e-06 2.37044e-35 1.08283e-34 7.28534e-06 1.36145e-05 7.41777e-06 4.81569e-35 4.63453e-06 7.73035e-06 6.578e-06 7.63959e-06 1.21625e-05 5.9229e-06 7.59227e-06 0 6.68365e-06 0 7.33646e-06 1.10591e-05 1.27664e-05 5.6077e-06 9.67585e-06 7.90033e-06 Variance: 6.10208e-06 Variances/cluster: 5.83492e-08 0 2.70382e-08 3.59298e-08 1.40675e-07 4.79385e-08 7.5794e-07 0.035575 6.55889e-08 3.16484e-08 3.33834e-08 2.74075e-08 2.75403e-08 2.72576e-06 1.10375e-07 5.16537e-08 0 0 3.0352e-08 4.41882e-08 3.12959e-08 2.67973e-31 2.95167e-08 2.73133e-08 2.91036e-08 9.66968e-08 4.55487e-08 3.1335e-08 4.89667e-08 0 4.3957e-08 0 2.46168e-08 3.43339e-08 4.55796e-08 2.81769e-08 5.17259e-08 5.30065e-08 -------------------------------------------------------------- Initialization seed trial #269 of 1000; initialization seed = 493577494 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 501210 Distortion: 0.0398079 Distortions/cluster: 1.24059e-05 6.55594e-06 7.92285e-06 7.34986e-06 1.64034e-05 2.79205e-06 1.13386e-05 2.45348e-05 1.04746e-05 1.26038e-05 8.02168e-06 1.0846e-05 7.61478e-06 8.56298e-06 3.94506e-06 1.59192e-05 2.96926e-06 7.44372e-06 7.63118e-06 3.49222e-06 8.67156e-06 5.42766e-06 6.38973e-06 1.08648e-05 4.81569e-35 5.73061e-06 9.08776e-06 2.37044e-35 0 7.69634e-06 0 0.0356196 0.00391362 1.36105e-05 7.79059e-06 0 3.7334e-06 6.88535e-06 Variance: 6.76775e-06 Variances/cluster: 3.31675e-08 1.52417e-07 5.07711e-08 3.60254e-08 3.98107e-08 3.48979e-08 4.46261e-08 2.72576e-06 1.10249e-07 3.19866e-08 5.38207e-08 2.86142e-08 7.32132e-08 3.38348e-08 4.10908e-08 7.5794e-07 5.11897e-08 2.74652e-08 3.17929e-08 4.10814e-08 4.98206e-08 5.42733e-08 2.94361e-08 2.79275e-08 2.67973e-31 3.64977e-08 4.63508e-08 0 0 4.84003e-08 0 0.035575 0.00391989 3.39385e-08 4.80746e-08 0 3.69612e-08 4.58874e-08 -------------------------------------------------------------- Initialization seed trial #270 of 1000; initialization seed = 493577495 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 505288 Distortion: 0.0358917 Distortions/cluster: 1.27749e-35 2.45348e-05 8.55157e-06 1.08283e-34 1.00065e-05 1.59192e-05 6.42068e-06 1.42472e-05 8.67959e-06 1.25594e-05 5.52446e-06 5.34314e-06 5.55162e-06 5.22615e-06 8.45864e-06 7.74441e-06 3.24862e-06 4.29481e-06 9.92074e-06 1.02292e-05 1.004e-05 2.37044e-35 5.87986e-06 9.31623e-06 4.81569e-35 3.30619e-06 1.24793e-05 9.01825e-06 6.09972e-06 7.81433e-06 6.96914e-06 7.62586e-06 6.2123e-06 8.4698e-06 0 0.0356196 5.61834e-06 6.80053e-06 Variance: 6.10195e-06 Variances/cluster: 0 2.72576e-06 2.59116e-08 0 3.18648e-08 7.5794e-07 2.95858e-08 4.25149e-08 8.7666e-08 4.58335e-08 2.53386e-08 4.41441e-08 4.66369e-08 4.31771e-08 3.495e-08 3.10993e-08 2.68455e-08 4.05134e-08 2.91761e-08 1.08811e-07 5.17487e-08 0 2.45992e-08 4.31169e-08 2.67973e-31 2.92556e-08 3.65844e-08 3.03619e-08 1.45184e-07 5.31427e-08 5.0122e-08 4.48435e-08 6.8261e-08 5.84074e-08 0 0.035575 3.00411e-08 2.94369e-08 -------------------------------------------------------------- Initialization seed trial #271 of 1000; initialization seed = 493577496 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 721980 Distortion: 0.000273893 Distortions/cluster: 1.36613e-05 2.37044e-35 5.35706e-06 4.42791e-06 4.64034e-06 2.45348e-05 0 1.27749e-35 6.83357e-06 4.81569e-35 8.39942e-06 6.29361e-06 1.6388e-05 7.83499e-06 6.11348e-06 1.87436e-05 1.59192e-05 4.56695e-06 6.0173e-06 6.88644e-06 9.93614e-06 9.93628e-06 1.64066e-05 7.28163e-06 4.8721e-06 1.08283e-34 8.74917e-06 9.00391e-06 9.64317e-35 5.81869e-06 4.06499e-06 0 5.83568e-06 7.4109e-06 6.24814e-06 5.33281e-06 8.66822e-06 7.70954e-06 Variance: 4.65646e-08 Variances/cluster: 5.71421e-08 0 3.13242e-08 4.34072e-08 5.87336e-08 2.72576e-06 0 0 4.40841e-08 2.67973e-31 9.43662e-08 4.34004e-08 4.28865e-08 2.82827e-08 3.21734e-08 5.51106e-08 7.5794e-07 1.69132e-07 2.85155e-08 3.08782e-08 3.18434e-08 5.51849e-08 4.10031e-08 3.17948e-08 2.49822e-08 0 5.08634e-08 4.26691e-08 6.86694e-32 2.39425e-08 2.06327e-08 0 1.42286e-07 3.43065e-08 2.42155e-08 3.29157e-08 5.09731e-08 3.25269e-08 -------------------------------------------------------------- Initialization seed trial #272 of 1000; initialization seed = 493577497 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 500751 Distortion: 0.0398086 Distortions/cluster: 6.29819e-06 4.92001e-06 7.41997e-06 5.5405e-06 1.59795e-05 4.08131e-06 6.40473e-06 2.37044e-35 5.51862e-06 5.96061e-06 7.68347e-06 9.50653e-06 6.03953e-06 5.92417e-06 8.66363e-06 4.81569e-35 8.2671e-06 7.13813e-06 1.30669e-05 6.35673e-06 0.0356196 0 6.06333e-06 1.59192e-05 7.92634e-06 1.08464e-05 6.33118e-06 0 1.07336e-05 0 5.73444e-06 1.57409e-05 2.45348e-05 1.01061e-05 7.65049e-06 1.30913e-05 0.00391362 5.95198e-06 Variance: 6.76786e-06 Variances/cluster: 3.34979e-08 2.48456e-08 4.66512e-08 3.8207e-08 4.41277e-08 2.23003e-08 2.6684e-08 0 2.39913e-08 4.51523e-08 4.86252e-08 4.72809e-08 3.17843e-08 2.84791e-08 6.56283e-08 2.67973e-31 2.9107e-08 1.58576e-07 5.02416e-08 2.39856e-08 0.035575 0 6.12272e-08 7.5794e-07 5.74323e-08 4.40872e-08 2.97212e-08 0 1.11797e-07 0 3.01777e-08 3.98373e-08 2.72576e-06 3.21817e-08 3.20076e-08 5.59282e-08 0.00391989 5.46019e-08 -------------------------------------------------------------- Initialization seed trial #273 of 1000; initialization seed = 493577498 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 83 BIC score: 717461 Distortion: 0.000300262 Distortions/cluster: 9.04854e-06 8.69602e-06 4.24519e-06 1.08283e-34 4.35604e-05 6.42322e-06 3.28529e-05 1.20204e-05 7.42154e-06 7.23848e-06 6.01121e-06 5.41432e-06 7.86413e-06 9.0935e-06 4.97238e-06 6.4775e-06 5.03286e-06 8.43566e-06 4.34367e-06 9.64317e-35 6.62504e-06 6.85743e-06 1.27749e-35 8.3501e-06 8.1887e-06 7.02351e-06 1.56333e-05 7.07794e-06 9.14898e-06 0 2.37044e-35 8.92116e-06 4.28573e-06 1.32058e-05 4.81569e-35 1.02052e-05 0 5.5872e-06 Variance: 5.10476e-08 Variances/cluster: 4.32803e-08 3.66889e-08 2.26989e-08 0 2.7222e-06 4.45911e-08 3.12848e-07 4.57013e-08 5.57959e-08 3.35084e-08 2.34792e-08 3.98079e-08 2.88039e-08 5.1651e-08 3.29258e-08 3.22236e-08 5.18692e-08 5.8576e-08 2.56991e-08 6.86694e-32 3.02487e-08 2.82174e-08 0 5.28327e-08 4.5989e-08 2.58195e-08 5.58146e-08 3.43477e-08 2.12735e-07 0 0 3.05489e-08 2.40746e-08 4.63211e-08 2.67973e-31 5.23306e-08 0 2.52792e-08 -------------------------------------------------------------- Initialization seed trial #274 of 1000; initialization seed = 493577499 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 718472 Distortion: 0.000298306 Distortions/cluster: 1.08229e-05 7.75183e-06 3.03758e-06 8.48553e-06 5.25775e-06 4.16808e-06 1.06424e-05 0 8.35219e-06 5.46907e-06 1.23294e-05 4.35604e-05 4.81569e-35 1.08283e-34 8.38141e-06 5.82537e-06 1.55734e-05 1.11125e-05 2.37044e-35 6.28178e-06 6.52588e-06 1.27749e-35 8.29909e-06 1.29364e-05 7.11354e-06 4.1467e-06 3.31217e-05 9.61536e-06 9.64317e-35 7.51885e-06 0 4.72275e-06 3.30632e-06 5.68411e-06 1.33189e-05 3.28996e-06 5.97869e-06 5.67638e-06 Variance: 5.07151e-08 Variances/cluster: 2.80361e-08 3.8554e-08 1.21463e-07 4.07823e-08 4.10627e-08 4.16772e-08 4.36128e-08 0 2.89982e-08 4.33911e-08 3.32295e-08 2.7222e-06 2.67973e-31 0 6.49669e-08 4.346e-08 3.65542e-08 2.89355e-08 0 4.45374e-08 3.31155e-08 0 3.57686e-08 3.22576e-08 3.21774e-08 4.82027e-08 3.12436e-07 7.75361e-08 6.86694e-32 3.15881e-08 0 4.10539e-08 5.90366e-08 4.44033e-08 3.38014e-08 1.2181e-07 5.43484e-08 4.0245e-08 -------------------------------------------------------------- Initialization seed trial #275 of 1000; initialization seed = 493577500 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 600677 Distortion: 0.00419523 Distortions/cluster: 0 6.71209e-06 9.72935e-06 2.45348e-05 8.66183e-06 6.63469e-06 6.31603e-06 4.81337e-06 2.45442e-05 5.30143e-06 9.70453e-06 0.00391362 5.93945e-06 9.64317e-35 4.6498e-06 2.37044e-35 5.74675e-06 9.30359e-06 9.81668e-06 2.02208e-05 1.14206e-05 5.3403e-06 1.01485e-05 1.09677e-05 5.35861e-06 1.59192e-05 3.41127e-06 4.91603e-06 0 4.7892e-06 1.2283e-05 4.86688e-06 4.65759e-06 0 3.4778e-06 4.81569e-35 7.23979e-06 1.41778e-05 Variance: 7.13231e-07 Variances/cluster: 0 3.51386e-08 5.34408e-08 2.72576e-06 3.71719e-08 4.39348e-08 3.1736e-08 3.04608e-08 5.46462e-08 2.88096e-08 3.55448e-08 0.00391989 3.39364e-08 6.86694e-32 3.44399e-08 0 3.96296e-08 2.21478e-07 3.2183e-08 4.64696e-08 5.00742e-08 3.27597e-08 1.0795e-07 5.37461e-08 2.16929e-08 7.5794e-07 2.30467e-08 2.58712e-08 0 2.61682e-08 5.34002e-08 2.50841e-08 2.46412e-08 0 2.10751e-08 2.67973e-31 5.74536e-08 6.03124e-08 -------------------------------------------------------------- Initialization seed trial #276 of 1000; initialization seed = 493577501 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 504961 Distortion: 0.0361863 Distortions/cluster: 5.11331e-06 8.73432e-06 4.20501e-06 1.27749e-35 1.61895e-05 6.72302e-06 5.95352e-06 3.7217e-06 4.53164e-06 6.2844e-06 5.08903e-06 1.08283e-34 2.25244e-05 4.35604e-05 5.2896e-06 4.33129e-06 7.14769e-06 1.91335e-05 1.45035e-05 5.29287e-06 6.09582e-06 5.5565e-06 6.50412e-06 0 5.79881e-06 0.0356196 5.77775e-06 5.52584e-06 2.90166e-06 3.01866e-06 2.37044e-35 4.972e-06 9.85038e-06 0 4.3062e-06 0.000296018 1.64132e-05 5.66397e-06 Variance: 6.15204e-06 Variances/cluster: 1.7043e-07 3.35906e-08 4.20475e-08 0 4.28153e-08 2.31808e-08 3.05273e-08 3.15372e-08 3.68396e-08 1.49579e-07 2.41165e-08 0 5.77363e-08 2.7222e-06 3.50274e-08 4.33092e-08 4.41174e-08 6.52816e-08 5.82282e-08 2.70017e-08 2.6617e-08 4.0261e-08 4.27863e-08 0 5.41898e-08 0.035575 3.19184e-08 2.42334e-08 3.71978e-08 2.9305e-08 0 2.4611e-08 3.2188e-08 0 2.29033e-08 3.02028e-06 4.08156e-08 3.39127e-08 -------------------------------------------------------------- Initialization seed trial #277 of 1000; initialization seed = 493577502 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 566252 Distortion: 0.00901997 Distortions/cluster: 6.35958e-06 5.85423e-06 5.30448e-06 1.08283e-34 1.15758e-05 3.65436e-06 5.63482e-06 4.42683e-06 3.63968e-06 6.33184e-06 7.83707e-06 4.68007e-06 3.28529e-05 3.11795e-06 6.33654e-06 4.81569e-35 0 4.05875e-06 6.88486e-06 3.44031e-06 1.27749e-35 8.14233e-06 5.69355e-06 2.10019e-05 9.08283e-06 0.00872182 7.52541e-06 9.85554e-06 5.89171e-06 4.35604e-05 6.82795e-06 3.87193e-06 7.27819e-06 1.46383e-05 5.72699e-06 7.04991e-06 1.14629e-05 8.54819e-06 Variance: 1.53349e-06 Variances/cluster: 2.54361e-08 4.95967e-08 2.37842e-08 0 3.33568e-08 2.76818e-08 2.68298e-08 2.50082e-08 3.60331e-08 6.02977e-08 5.25819e-08 2.41212e-08 3.12848e-07 3.84903e-08 5.55788e-08 2.67973e-31 0 3.02866e-08 4.41302e-08 2.73017e-08 0 5.02574e-08 4.41215e-08 5.67432e-08 5.21834e-08 0.156503 2.63103e-08 2.18977e-07 3.03661e-08 2.7222e-06 3.31425e-08 3.91073e-08 2.45863e-08 3.94434e-08 3.34879e-08 3.21886e-08 4.85559e-08 4.61915e-08 -------------------------------------------------------------- Initialization seed trial #278 of 1000; initialization seed = 493577503 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 689130 Distortion: 0.000573038 Distortions/cluster: 1.49502e-05 1.07789e-05 4.8014e-06 6.34367e-06 4.34974e-06 6.06262e-06 1.08283e-34 7.27255e-06 1.00995e-05 0 5.58184e-06 5.44936e-06 5.33782e-06 7.20276e-06 1.01233e-05 4.35604e-05 9.85554e-06 9.64317e-35 2.37044e-35 5.64444e-06 0 3.30139e-06 2.05543e-05 5.84442e-06 6.03597e-06 1.27749e-35 5.57395e-06 0.000297754 8.79399e-06 0 6.12458e-06 5.9881e-06 5.61217e-06 6.86052e-06 1.08045e-05 2.42188e-05 8.15675e-06 0 Variance: 9.74223e-08 Variances/cluster: 6.10023e-08 4.89791e-08 2.6971e-08 2.87019e-08 2.24188e-08 2.69426e-08 0 3.32051e-08 4.261e-08 0 2.37504e-08 2.59463e-08 2.31054e-08 2.93965e-08 5.38299e-08 2.7222e-06 2.18977e-07 6.86694e-32 0 4.21182e-08 0 3.70914e-08 4.61746e-08 3.47852e-08 3.12717e-08 0 3.95282e-08 2.91882e-06 5.14229e-08 0 5.51716e-08 3.81374e-08 2.8631e-08 4.36943e-08 5.37366e-08 5.5657e-08 2.95505e-08 0 -------------------------------------------------------------- Initialization seed trial #279 of 1000; initialization seed = 493577504 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 505453 Distortion: 0.0358993 Distortions/cluster: 5.70897e-06 4.39014e-06 1.18349e-05 7.00477e-06 2.22485e-05 2.45348e-05 5.82667e-06 7.19193e-06 2.81659e-06 5.43836e-06 5.75512e-06 5.6586e-06 3.9955e-06 3.88104e-06 1.08283e-34 0.0356196 1.98602e-06 4.67874e-06 2.37044e-35 1.2508e-05 1.07336e-05 3.32629e-06 7.13813e-06 1.59192e-05 7.13254e-06 7.14109e-06 8.45396e-06 6.92465e-06 6.68394e-06 8.41812e-06 7.19343e-06 2.15135e-05 4.81569e-35 1.27749e-35 6.74112e-06 0 2.1695e-05 5.27979e-06 Variance: 6.10325e-06 Variances/cluster: 3.54558e-08 4.2619e-08 5.5545e-08 3.82742e-08 6.6195e-08 2.72576e-06 3.32923e-08 2.65362e-08 3.52046e-08 5.38418e-08 2.66415e-08 4.3524e-08 2.62839e-08 3.43424e-08 0 0.035575 5.09191e-08 2.24919e-08 0 5.23181e-08 1.11797e-07 2.59844e-08 1.58576e-07 7.5794e-07 2.77507e-08 3.35233e-08 2.70929e-08 3.1908e-08 3.37541e-08 6.62791e-08 2.90024e-08 4.81131e-08 2.67973e-31 0 4.49368e-08 0 4.54671e-08 2.43287e-08 -------------------------------------------------------------- Initialization seed trial #280 of 1000; initialization seed = 493577505 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 504790 Distortion: 0.0361792 Distortions/cluster: 6.50589e-06 6.95338e-06 6.84996e-06 3.97631e-06 7.45945e-06 0 3.93567e-06 6.72042e-06 1.23074e-05 7.55952e-06 6.02668e-06 5.75883e-06 5.17272e-06 6.2844e-06 5.49222e-06 5.11331e-06 4.81116e-06 7.92634e-06 1.26627e-05 4.35604e-05 7.96309e-06 0.0356196 7.46501e-06 0.000296364 8.30151e-06 1.27749e-35 2.37044e-35 3.71175e-06 0 6.12055e-06 1.08283e-34 9.64687e-06 1.27698e-05 7.51328e-06 1.21257e-05 8.01298e-06 6.59965e-06 7.97486e-06 Variance: 6.15083e-06 Variances/cluster: 3.35324e-08 5.00094e-08 2.268e-08 2.53238e-08 4.57486e-08 0 2.15038e-08 3.26201e-08 3.39018e-08 4.9072e-08 5.06286e-08 4.42841e-08 4.45896e-08 1.49579e-07 3.81373e-08 1.7043e-07 2.42963e-08 5.74323e-08 4.23366e-08 2.7222e-06 3.18496e-08 0.035575 4.44202e-08 2.99326e-06 3.73909e-08 0 0 2.9455e-08 0 4.56718e-08 0 4.28714e-08 3.30794e-08 2.83496e-08 4.29846e-08 5.3415e-08 2.88168e-08 3.13868e-08 -------------------------------------------------------------- Initialization seed trial #281 of 1000; initialization seed = 493577506 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 688840 Distortion: 0.000569262 Distortions/cluster: 0.000298074 3.37732e-06 3.64207e-06 3.45251e-06 4.23149e-06 4.61675e-06 3.50988e-06 3.80194e-06 5.10449e-06 6.26166e-06 1.432e-05 1.06393e-05 9.64317e-35 0 5.6604e-06 1.14099e-05 4.69582e-06 9.73755e-06 8.50215e-06 1.38554e-05 5.9101e-06 2.37044e-35 4.19917e-06 1.85682e-05 1.08283e-34 1.01332e-05 1.27749e-35 3.26153e-06 4.35604e-05 5.55508e-06 3.82727e-06 5.13673e-06 9.18707e-06 2.25578e-05 6.99566e-06 4.13355e-06 3.93517e-06 7.40762e-06 Variance: 9.67803e-08 Variances/cluster: 2.8936e-06 2.7909e-08 2.29041e-08 2.36445e-08 3.9177e-08 2.9592e-08 2.85323e-08 2.21017e-08 2.68634e-08 2.93948e-08 5.42254e-08 4.92404e-08 6.86694e-32 0 2.40847e-08 5.48379e-08 2.55182e-08 4.38593e-08 5.86305e-08 6.12877e-08 3.22928e-08 0 3.08735e-08 4.35733e-08 0 2.2025e-07 0 3.29418e-08 2.7222e-06 3.24827e-08 2.22496e-08 5.24107e-08 5.10354e-08 5.72344e-08 4.54228e-08 2.30899e-08 2.22307e-08 2.84884e-08 -------------------------------------------------------------- Initialization seed trial #282 of 1000; initialization seed = 493577507 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 693787 Distortion: 0.000516562 Distortions/cluster: 9.04437e-06 4.56695e-06 9.21332e-06 9.74038e-06 9.94825e-06 7.77723e-06 1.08283e-34 9.85484e-06 3.34172e-06 1.00229e-05 1.4863e-05 8.85996e-06 8.6607e-06 7.23937e-06 9.64317e-35 6.2844e-06 8.85218e-06 5.89984e-06 5.25522e-06 6.61548e-06 8.9766e-06 2.37044e-35 4.24469e-06 5.13117e-06 9.55056e-06 4.82329e-06 1.14973e-05 7.34768e-06 7.87318e-06 6.79465e-06 1.27749e-35 0.000272566 4.93218e-06 0 1.53139e-05 6.45786e-06 0 5.01332e-06 Variance: 8.78209e-08 Variances/cluster: 5.13845e-08 1.69132e-07 4.30494e-08 4.77316e-08 2.8833e-08 4.22637e-08 0 8.95767e-07 3.75445e-08 5.24591e-08 3.89978e-08 5.40079e-08 3.03854e-08 2.95459e-08 6.86694e-32 1.49579e-07 3.55478e-08 3.35187e-08 1.75159e-06 2.32102e-08 5.1871e-08 0 2.34486e-08 3.80056e-08 3.06081e-08 3.44481e-08 4.80903e-08 4.10449e-08 2.89431e-08 5.5689e-08 0 3.13264e-06 2.50335e-08 0 4.27622e-08 4.0355e-07 0 2.49393e-08 -------------------------------------------------------------- Initialization seed trial #283 of 1000; initialization seed = 493577508 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 717348 Distortion: 0.000300803 Distortions/cluster: 3.38104e-05 6.27646e-06 3.05554e-06 5.58119e-06 9.37527e-06 1.3016e-05 1.2662e-05 4.81569e-35 4.35604e-05 4.75065e-06 9.68037e-06 1.66233e-05 9.38691e-06 3.40275e-06 0 9.64317e-35 9.32368e-06 5.58093e-06 9.05287e-06 1.27749e-35 2.37044e-35 5.28835e-06 1.08283e-34 4.86453e-06 5.38202e-06 1.59672e-05 5.67709e-06 3.88773e-06 5.45413e-06 4.24151e-06 4.78418e-06 7.13813e-06 5.09171e-06 1.30978e-05 6.92251e-06 5.54207e-06 6.97368e-06 5.35207e-06 Variance: 5.11396e-08 Variances/cluster: 3.13025e-07 5.91938e-08 2.54606e-08 3.87544e-08 4.70966e-08 5.68204e-08 5.02303e-08 2.67973e-31 2.7222e-06 2.26195e-08 4.32124e-08 4.41962e-08 5.12906e-08 2.88335e-08 0 6.86694e-32 3.07686e-08 2.34472e-08 9.1436e-08 0 0 2.47092e-08 0 2.71738e-08 2.62513e-08 4.03081e-08 3.11901e-08 3.96676e-08 2.52484e-08 2.79023e-08 2.71805e-08 1.58576e-07 2.43601e-08 4.67735e-08 5.58219e-08 3.25975e-08 4.58644e-08 3.36571e-08 -------------------------------------------------------------- Initialization seed trial #284 of 1000; initialization seed = 493577509 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 505582 Distortion: 0.0361955 Distortions/cluster: 4.37467e-06 2.95459e-05 5.14284e-06 5.48093e-06 5.23321e-06 3.98025e-06 6.8209e-06 1.9412e-05 8.14118e-06 1.09539e-05 2.21481e-05 1.27749e-35 0.0356196 5.37828e-06 4.35604e-05 6.15746e-06 3.74344e-06 8.10128e-06 7.20412e-06 1.08283e-34 7.24636e-06 5.64599e-06 4.67765e-06 4.31906e-06 2.54181e-05 2.37044e-35 0 4.30175e-06 6.64656e-06 5.9407e-06 5.93865e-06 4.54578e-06 0 3.20784e-06 0.000296364 0 0 6.2844e-06 Variance: 6.1536e-06 Variances/cluster: 3.6151e-08 5.58345e-08 3.15485e-08 2.36219e-08 3.87612e-08 4.18948e-08 2.20009e-07 6.40454e-08 3.30913e-08 3.22146e-08 6.6291e-08 0 0.035575 2.72981e-08 2.7222e-06 3.24045e-08 2.90155e-08 3.25324e-08 3.07841e-08 0 2.43145e-08 2.60154e-08 2.61297e-08 4.23401e-08 4.6453e-08 0 0 3.94625e-08 2.54635e-08 4.43296e-08 5.44783e-08 2.87683e-08 0 3.72975e-08 2.99326e-06 0 0 1.49579e-07 -------------------------------------------------------------- Initialization seed trial #285 of 1000; initialization seed = 493577510 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 64 BIC score: 717740 Distortion: 0.000301172 Distortions/cluster: 1.05759e-05 6.61378e-06 9.64317e-35 1.08283e-34 1.59996e-05 4.81569e-35 7.18116e-06 6.31461e-06 6.49329e-06 2.85499e-06 1.27749e-35 6.65857e-06 7.02049e-06 3.03758e-06 4.35604e-05 3.30862e-05 7.62424e-06 9.67643e-06 9.77343e-06 6.74173e-06 9.00547e-06 2.37044e-35 5.94928e-06 8.44593e-06 0 1.21953e-05 5.53831e-06 7.02595e-06 1.01875e-05 1.09678e-05 6.16656e-06 4.82662e-06 1.21856e-05 1.31522e-05 0 7.35784e-06 4.95503e-06 0 Variance: 5.12023e-08 Variances/cluster: 7.95117e-08 4.26556e-08 6.86694e-32 0 4.27759e-08 2.67973e-31 4.57263e-08 3.2379e-08 2.8107e-08 1.0977e-07 0 3.05412e-08 2.44588e-08 1.21463e-07 2.7222e-06 3.12102e-07 3.38825e-08 3.33561e-08 5.16947e-08 3.47481e-08 4.71339e-08 0 3.19817e-08 4.91e-08 0 4.27769e-08 2.85455e-08 5.5758e-08 5.99214e-08 3.34352e-08 2.72833e-08 2.42523e-08 4.28929e-08 3.9973e-08 0 4.90365e-08 2.22179e-08 0 -------------------------------------------------------------- Initialization seed trial #286 of 1000; initialization seed = 493577511 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 717885 Distortion: 0.000302885 Distortions/cluster: 1.34463e-05 0 1.11077e-05 1.03555e-05 4.20106e-06 1.02405e-05 5.86605e-06 2.37044e-35 6.79327e-06 6.75615e-06 8.64545e-06 6.37017e-06 1.02369e-05 4.22795e-06 9.64317e-35 1.28712e-05 6.80604e-06 0 4.23651e-06 8.52858e-06 4.39805e-06 1.11542e-05 4.35604e-05 1.30065e-05 3.27131e-06 6.11354e-06 6.45358e-06 3.48467e-06 4.81569e-35 1.08283e-34 1.50597e-05 3.21941e-05 1.11904e-05 5.68411e-06 1.28773e-05 1.27749e-35 3.74793e-06 0 Variance: 5.14935e-08 Variances/cluster: 3.42115e-08 0 4.06746e-08 3.25538e-08 4.20069e-08 4.33883e-08 4.18866e-08 0 4.61979e-08 4.96627e-08 6.80689e-08 2.51758e-08 4.6516e-08 4.26927e-08 6.86694e-32 3.30002e-08 2.87142e-08 0 4.07222e-08 2.95081e-08 4.62809e-08 2.9045e-08 2.7222e-06 3.40451e-08 5.84114e-08 5.45818e-08 3.16315e-08 4.30064e-08 2.67973e-31 0 3.60248e-08 3.09525e-07 2.15141e-07 4.44033e-08 4.36478e-08 0 3.94392e-08 0 -------------------------------------------------------------- Initialization seed trial #287 of 1000; initialization seed = 493577512 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 505905 Distortion: 0.0358911 Distortions/cluster: 6.16431e-06 4.8632e-06 5.83568e-06 1.5363e-05 0.0356196 1.35516e-05 5.66047e-06 1.10652e-05 1.27749e-35 1.3529e-05 8.54717e-06 7.61475e-06 4.81569e-35 6.72934e-06 8.39942e-06 9.00461e-06 4.56695e-06 1.59192e-05 2.16697e-06 7.48757e-06 4.86429e-06 1.15771e-05 5.24404e-06 1.08283e-34 2.91716e-06 1.4167e-05 4.83462e-06 2.37044e-35 6.58876e-06 9.45084e-06 6.94494e-06 5.08903e-06 9.74725e-06 0 2.45348e-05 7.58435e-06 1.15387e-05 0 Variance: 6.10185e-06 Variances/cluster: 4.3397e-08 4.19104e-08 1.42286e-07 3.8213e-08 0.035575 3.52876e-08 3.87672e-08 2.85898e-08 0 3.30753e-08 4.10888e-08 2.84108e-08 2.67973e-31 4.67164e-08 9.43662e-08 3.33472e-08 1.69132e-07 7.5794e-07 5.15901e-08 3.08095e-08 4.4217e-08 4.14912e-08 4.03255e-08 0 3.55724e-08 4.25295e-08 4.27702e-08 0 4.98999e-08 5.10817e-08 4.28562e-08 4.75464e-08 2.73768e-08 0 2.72576e-06 3.4787e-08 3.51674e-08 0 -------------------------------------------------------------- Initialization seed trial #288 of 1000; initialization seed = 493577513 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 718270 Distortion: 0.000300805 Distortions/cluster: 3.38903e-06 2.37044e-35 7.18777e-06 9.39228e-06 1.16207e-05 1.08283e-34 7.98846e-06 9.81897e-06 4.33723e-06 9.64317e-35 8.39224e-06 1.01026e-05 5.51217e-06 5.17502e-06 3.43835e-05 0 5.10362e-06 6.84183e-06 4.08341e-05 1.01749e-05 1.04641e-05 7.05224e-06 1.39852e-05 1.27749e-35 7.43788e-06 7.40868e-06 8.5888e-06 7.47474e-06 0 0 0 8.34005e-06 1.28757e-05 4.81569e-35 5.51907e-06 1.12815e-05 4.73056e-06 1.53916e-05 Variance: 5.11399e-08 Variances/cluster: 4.4579e-08 0 3.11123e-08 5.10411e-08 3.33895e-08 0 2.56841e-08 3.4693e-08 4.16904e-08 6.86694e-32 2.74232e-08 3.16668e-08 4.7917e-08 4.7463e-08 3.33783e-07 0 4.32368e-08 2.98744e-08 2.72194e-06 2.83391e-08 4.39634e-08 4.40623e-08 3.85143e-08 0 3.49166e-08 2.315e-07 4.4953e-08 4.73049e-08 0 0 0 5.83171e-08 4.20737e-08 2.67973e-31 1.37931e-07 3.13348e-08 4.14825e-08 4.30995e-08 -------------------------------------------------------------- Initialization seed trial #289 of 1000; initialization seed = 493577514 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 69 BIC score: 599995 Distortion: 0.00420781 Distortions/cluster: 5.56911e-06 6.42156e-06 9.40726e-06 0 9.40003e-06 7.13813e-06 5.63398e-06 6.58437e-06 9.35855e-06 6.57849e-06 8.24523e-06 7.67277e-06 6.46163e-06 6.00386e-06 4.65647e-06 1.14943e-05 4.81569e-35 4.89789e-06 6.57397e-06 6.41182e-06 9.54785e-06 6.67617e-06 3.38104e-05 5.27757e-06 8.81254e-06 0.00391362 9.64317e-35 5.53343e-06 4.29742e-06 4.35604e-05 6.3478e-06 7.0241e-06 2.37044e-35 6.30827e-06 4.99105e-06 9.58556e-06 6.45501e-06 7.45446e-06 Variance: 7.15371e-07 Variances/cluster: 4.21868e-08 4.49022e-08 3.52301e-08 0 6.22468e-08 1.58576e-07 4.26689e-08 5.57949e-08 3.10886e-08 2.31617e-08 3.6806e-08 3.118e-08 4.61397e-08 3.15888e-08 4.19364e-08 4.209e-08 2.67973e-31 4.22094e-08 4.50122e-08 3.1738e-08 6.67621e-08 2.80487e-08 3.13025e-07 2.38778e-08 3.30029e-08 0.00391989 6.86694e-32 4.19062e-08 6.05087e-08 2.7222e-06 2.95221e-08 3.54717e-08 0 5.43782e-08 2.4463e-08 2.99523e-08 4.33083e-08 2.84496e-08 -------------------------------------------------------------- Initialization seed trial #290 of 1000; initialization seed = 493577515 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 598136 Distortion: 0.00447244 Distortions/cluster: 1.63001e-05 6.22482e-06 1.17757e-05 7.00828e-06 7.08984e-06 8.22095e-06 5.11331e-06 2.37044e-35 0.000296857 6.88493e-06 9.70099e-06 0 9.70293e-06 8.92005e-06 5.9554e-06 5.11079e-06 6.47232e-06 1.1128e-05 7.38478e-06 5.25954e-06 6.13371e-06 3.77725e-05 6.33654e-06 3.30279e-06 4.68785e-06 5.71697e-06 9.64317e-35 1.63783e-05 9.4806e-06 7.4365e-06 1.38026e-05 0 0 5.74227e-06 6.92198e-06 0 0 0.00391362 Variance: 7.60361e-07 Variances/cluster: 4.2881e-08 2.93598e-08 5.77058e-08 2.83711e-08 6.05914e-08 5.10579e-08 1.7043e-07 0 1.9788e-05 5.46254e-08 2.72476e-08 0 2.73291e-08 4.64435e-08 2.57787e-08 3.81371e-08 4.52461e-08 3.0485e-08 4.42167e-08 3.30754e-08 1.45992e-07 3.66684e-07 5.55788e-08 3.88534e-08 3.18875e-08 2.56344e-08 6.86694e-32 4.06278e-08 3.73219e-08 3.03501e-08 5.28668e-08 0 0 3.10364e-08 3.02234e-08 0 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #291 of 1000; initialization seed = 493577516 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 717660 Distortion: 0.000303554 Distortions/cluster: 5.36642e-06 4.934e-06 1.06777e-05 7.84182e-06 4.78959e-06 9.3245e-06 9.64317e-35 9.16585e-06 1.08283e-34 0 4.85104e-06 8.71552e-06 3.35567e-05 6.29457e-06 7.91448e-06 5.89085e-06 7.76217e-06 8.23562e-06 5.95791e-06 6.46397e-06 8.96566e-06 4.35604e-05 8.35685e-06 1.51538e-05 2.37044e-35 1.41618e-05 0 1.03126e-05 1.04629e-05 4.81569e-35 1.27749e-35 7.32819e-06 7.81223e-06 7.99439e-06 0 8.64353e-06 0 1.30586e-05 Variance: 5.16072e-08 Variances/cluster: 3.37481e-08 4.52622e-08 4.76532e-08 3.11156e-08 4.20002e-08 1.19536e-07 6.86694e-32 5.1202e-08 0 0 5.98845e-08 3.10134e-08 3.13581e-07 3.0405e-08 5.17124e-08 2.60634e-08 5.31496e-08 2.62258e-08 3.29138e-08 1.50277e-07 2.9883e-08 2.7222e-06 4.46848e-08 4.24337e-08 0 3.83663e-08 0 2.79442e-08 3.27956e-08 2.67973e-31 0 4.21122e-08 2.57806e-08 4.51515e-08 0 5.08279e-08 0 4.50261e-08 -------------------------------------------------------------- Initialization seed trial #292 of 1000; initialization seed = 493577517 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 717579 Distortion: 0.000301762 Distortions/cluster: 5.16229e-06 5.25519e-06 5.08475e-06 5.85899e-06 5.19712e-06 0 5.75079e-06 4.49016e-06 1.46292e-05 1.61895e-05 4.81569e-35 7.40619e-06 7.68328e-06 3.54872e-06 4.35604e-05 3.85966e-06 1.89291e-05 1.27749e-35 3.10001e-05 8.97822e-06 7.2693e-06 2.0821e-06 6.33297e-06 1.08283e-34 5.32314e-06 4.90613e-06 5.64973e-06 5.61952e-06 4.62267e-06 2.23188e-05 6.18919e-06 9.64317e-35 2.37044e-35 1.67175e-05 3.09395e-06 1.08402e-05 3.95407e-06 4.25923e-06 Variance: 5.13026e-08 Variances/cluster: 2.32515e-08 2.60136e-08 2.54207e-08 6.23239e-08 4.40396e-08 0 2.62568e-08 2.64104e-08 5.84981e-08 4.28153e-08 2.67973e-31 4.09148e-08 5.7333e-08 2.72955e-08 2.7222e-06 3.2706e-08 6.45842e-08 0 3.09968e-07 3.28844e-08 4.40529e-08 1.48711e-07 2.6167e-08 0 2.30412e-08 1.75184e-07 3.19161e-08 3.19263e-08 2.907e-08 5.75042e-08 2.5679e-08 6.86694e-32 0 4.13667e-08 1.1046e-07 3.62516e-08 2.95052e-08 4.34588e-08 -------------------------------------------------------------- Initialization seed trial #293 of 1000; initialization seed = 493577518 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 601271 Distortion: 0.00421655 Distortions/cluster: 8.05477e-06 1.10588e-05 9.53205e-06 9.77278e-06 6.28019e-06 5.87738e-06 0 3.1695e-05 5.51907e-06 1.21949e-05 8.22225e-06 7.49347e-06 5.61724e-06 5.11331e-06 1.32253e-05 1.14825e-05 9.24856e-06 9.64317e-35 1.04322e-05 8.20453e-06 1.23799e-05 2.37044e-35 5.99341e-06 0.00391362 1.11409e-05 0 7.01785e-06 4.35604e-05 6.86788e-06 7.99849e-06 1.34378e-05 0 1.20413e-05 0 3.46442e-06 0 0 4.81569e-35 Variance: 7.16856e-07 Variances/cluster: 4.79413e-08 5.09575e-08 2.71537e-08 5.06323e-08 4.54937e-08 4.25757e-08 0 3.10701e-07 1.37931e-07 3.42525e-08 3.70333e-08 4.45895e-08 4.92587e-08 1.7043e-07 3.28959e-08 3.26176e-08 3.04203e-08 6.86694e-32 3.36413e-08 3.96322e-08 4.37313e-08 0 4.75628e-08 0.00391989 2.84182e-08 0 5.01125e-08 2.7222e-06 4.83499e-08 3.19902e-08 3.49003e-08 0 4.37722e-08 0 5.32942e-08 0 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #294 of 1000; initialization seed = 493577519 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 505173 Distortion: 0.0359159 Distortions/cluster: 6.59603e-06 1.00338e-05 4.71264e-06 8.85985e-06 8.52512e-06 6.82128e-06 5.7743e-06 6.4877e-06 2.37044e-35 0.0356196 6.61483e-06 5.9867e-06 1.08283e-34 4.74136e-06 1.05618e-05 4.89664e-06 7.0314e-06 7.96571e-06 1.0461e-05 7.95002e-06 3.38104e-05 9.66512e-06 9.57485e-06 5.45952e-06 5.80456e-06 6.7512e-06 9.02438e-06 4.81569e-35 9.47019e-06 4.00163e-06 1.04439e-05 0 5.41016e-06 8.95076e-06 3.54695e-06 1.27749e-35 4.35604e-05 6.89594e-06 Variance: 6.10608e-06 Variances/cluster: 2.98437e-08 4.40042e-08 5.96356e-08 8.27959e-08 3.35526e-08 4.39939e-08 4.34015e-08 3.29296e-08 0 0.035575 4.2389e-08 2.99236e-08 0 6.07664e-08 2.83126e-08 3.07863e-08 3.03042e-08 4.97697e-08 3.17932e-08 7.94929e-08 3.13025e-07 2.68452e-08 2.99188e-08 3.49937e-08 1.41532e-07 5.57901e-08 2.98795e-08 2.67973e-31 4.57351e-08 2.92062e-08 3.00952e-08 0 4.19267e-08 5.11433e-08 3.81363e-08 0 2.7222e-06 3.2992e-08 -------------------------------------------------------------- Initialization seed trial #295 of 1000; initialization seed = 493577520 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 722718 Distortion: 0.000269951 Distortions/cluster: 5.83568e-06 1.4518e-05 8.65853e-06 6.36501e-06 1.59392e-05 1.27749e-35 4.56695e-06 5.99064e-06 3.75021e-06 4.9662e-06 0 9.91236e-06 1.07906e-05 6.40048e-06 2.45348e-05 1.32806e-05 9.50587e-06 1.25873e-05 7.11825e-06 4.28098e-06 7.13432e-06 5.15489e-06 1.24097e-05 1.01685e-05 9.64317e-35 4.81569e-35 8.8889e-06 6.34042e-06 6.92111e-06 7.38274e-06 3.04727e-06 1.42826e-05 3.06075e-06 3.4867e-06 2.37044e-35 1.08283e-34 8.39942e-06 4.27203e-06 Variance: 4.58944e-08 Variances/cluster: 1.42286e-07 4.25607e-08 3.34277e-08 3.1198e-08 4.9639e-08 0 1.69132e-07 3.02526e-08 4.07597e-08 3.84944e-08 0 5.16103e-08 2.80979e-08 3.35073e-08 2.72576e-06 3.73981e-08 5.49306e-08 3.19447e-08 3.10804e-08 4.4131e-08 3.08818e-08 2.41993e-08 3.43729e-08 2.75536e-08 6.86694e-32 2.67973e-31 5.13644e-08 5.4654e-08 6.179e-08 4.76152e-08 3.76177e-08 7.14025e-07 3.47786e-08 2.97983e-08 0 0 9.43662e-08 3.53032e-08 -------------------------------------------------------------- Initialization seed trial #296 of 1000; initialization seed = 493577521 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 718546 Distortion: 0.000296545 Distortions/cluster: 3.65239e-06 4.3047e-06 6.9532e-06 9.36546e-06 3.14299e-05 6.28909e-06 9.64317e-35 0 5.11331e-06 1.3607e-05 1.27749e-35 4.93405e-06 1.08283e-34 1.01871e-05 5.78278e-06 1.42053e-05 9.00218e-06 7.23662e-06 4.81569e-35 9.59716e-06 7.77604e-06 7.75226e-06 8.30384e-06 2.37044e-35 1.51906e-05 4.428e-06 1.18996e-05 2.71299e-06 6.91976e-06 4.35604e-05 7.00054e-06 5.63497e-06 6.63999e-06 0 4.05875e-06 1.20768e-05 8.99798e-06 1.93177e-06 Variance: 5.04156e-08 Variances/cluster: 4.2466e-08 4.22003e-08 3.34254e-08 5.25979e-08 3.11154e-07 3.53286e-08 6.86694e-32 0 1.7043e-07 3.47086e-08 0 3.62768e-08 0 5.30409e-08 2.52501e-08 4.34269e-08 4.68713e-08 1.76444e-07 2.67973e-31 5.45128e-08 3.41024e-08 2.46866e-08 2.81462e-08 0 4.94649e-08 3.65919e-08 3.29601e-08 3.52308e-08 4.19341e-08 2.7222e-06 2.95347e-08 3.54371e-08 2.87419e-08 0 4.18392e-08 3.56133e-08 2.72634e-08 5.08316e-08 -------------------------------------------------------------- Initialization seed trial #297 of 1000; initialization seed = 493577522 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 722707 Distortion: 0.000271762 Distortions/cluster: 3.88447e-06 1.08283e-34 1.27402e-05 1.35354e-05 1.58592e-05 4.25932e-06 4.14859e-06 9.52398e-06 4.10269e-06 6.40122e-06 9.57359e-06 4.20515e-06 2.45348e-05 4.81569e-35 5.911e-06 9.38713e-06 6.6104e-06 2.73557e-06 9.64317e-35 8.30342e-06 7.33191e-06 5.83568e-06 2.37044e-35 1.59192e-05 1.06943e-05 1.90504e-06 9.93704e-06 1.27749e-35 0 8.39942e-06 1.50809e-05 9.94853e-06 8.64916e-06 7.33518e-06 1.30594e-05 4.56695e-06 7.38274e-06 0 Variance: 4.62022e-08 Variances/cluster: 4.08866e-08 0 3.4617e-08 3.80084e-08 5.01713e-08 4.09515e-08 3.34536e-08 5.11878e-08 4.10235e-08 2.62323e-08 3.44344e-08 4.20479e-08 2.72576e-06 2.67973e-31 3.74083e-08 5.48789e-08 3.73432e-08 3.46247e-08 6.86694e-32 4.17219e-08 3.1196e-08 1.42286e-07 0 7.5794e-07 2.7775e-08 5.01283e-08 2.74473e-08 0 0 9.43662e-08 4.2348e-08 3.21927e-08 5.0861e-08 3.13441e-08 3.28922e-08 1.69132e-07 4.76152e-08 0 -------------------------------------------------------------- Initialization seed trial #298 of 1000; initialization seed = 493577523 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 69 BIC score: 566597 Distortion: 0.00898839 Distortions/cluster: 9.52254e-06 6.38591e-06 1.59192e-05 4.279e-06 3.6511e-06 4.56695e-06 1.08283e-34 6.07438e-06 4.66894e-06 5.83568e-06 5.36173e-06 0 7.55823e-06 1.27749e-35 4.77802e-06 1.05098e-05 7.33372e-06 1.16713e-05 2.45348e-05 6.06077e-06 1.00548e-05 6.8827e-06 4.01513e-06 8.39942e-06 7.92634e-06 7.3822e-06 1.01959e-05 5.96689e-06 0.00872182 5.57503e-06 6.42201e-06 7.49232e-06 1.51442e-05 4.81569e-35 7.25639e-06 1.00194e-05 5.2471e-06 9.87462e-06 Variance: 1.52812e-06 Variances/cluster: 3.62042e-08 4.91077e-08 7.5794e-07 2.33798e-08 4.86667e-08 1.69132e-07 0 4.56681e-08 4.32282e-08 1.42286e-07 4.28797e-08 0 4.01997e-08 0 2.4375e-08 3.35746e-08 4.58208e-08 3.55717e-08 2.72576e-06 3.58592e-08 4.61081e-08 2.53018e-08 2.46298e-08 9.43662e-08 5.74323e-08 2.85003e-08 4.35688e-08 2.32154e-08 0.156503 3.84453e-08 3.31003e-08 4.80122e-08 4.2766e-08 2.67973e-31 4.4778e-08 3.06374e-08 3.40681e-08 3.40474e-08 -------------------------------------------------------------- Initialization seed trial #299 of 1000; initialization seed = 493577524 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 505385 Distortion: 0.0359144 Distortions/cluster: 1.12661e-05 5.5733e-06 7.61984e-06 6.67131e-06 1.10984e-05 6.24711e-06 1.21186e-05 7.92634e-06 5.23228e-06 1.08283e-34 3.81328e-06 1.30991e-05 5.1925e-06 8.55946e-06 4.35604e-05 7.10844e-06 2.37044e-35 1.00059e-05 8.24744e-06 4.81569e-35 6.68345e-06 6.2501e-06 0 0 1.27749e-35 5.32037e-06 2.90627e-05 9.02355e-06 4.7012e-06 7.68804e-06 6.57946e-06 5.83568e-06 6.80502e-06 0.0356196 6.49509e-06 1.03241e-05 9.84573e-06 6.87503e-06 Variance: 6.10581e-06 Variances/cluster: 3.3035e-08 3.23923e-08 2.4578e-08 2.97801e-08 3.12604e-08 4.73115e-08 4.67856e-08 5.74323e-08 3.39729e-08 0 4.53811e-08 4.14393e-08 4.08725e-08 3.49335e-08 2.7222e-06 4.70606e-08 0 4.36799e-08 5.46025e-08 2.67973e-31 3.30756e-08 4.52871e-08 0 0 0 4.39662e-08 3.30221e-07 4.27621e-08 4.89678e-08 2.72602e-08 4.5676e-08 1.42286e-07 3.13559e-08 0.035575 1.58403e-07 2.80512e-08 3.45434e-08 2.80589e-08 -------------------------------------------------------------- Initialization seed trial #300 of 1000; initialization seed = 493577525 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 505749 Distortion: 0.0359257 Distortions/cluster: 4.81569e-35 7.24303e-06 7.67567e-06 5.49438e-06 1.08283e-34 6.78336e-06 7.32966e-06 1.6553e-05 1.85055e-05 7.92563e-06 1.01599e-05 3.14299e-05 9.96759e-06 3.0224e-06 9.67714e-06 7.65849e-06 8.44773e-06 2.37044e-35 9.96527e-06 8.00657e-06 1.6505e-05 7.41188e-06 3.51882e-06 5.66614e-06 0 1.27749e-35 6.74714e-06 7.66941e-06 0 1.37663e-05 3.89725e-06 5.93918e-06 9.24126e-06 6.34562e-06 0 0 4.35604e-05 0.0356196 Variance: 6.10773e-06 Variances/cluster: 2.67973e-31 3.49872e-08 4.31183e-08 2.65406e-08 0 2.9749e-08 3.3163e-08 4.42448e-08 5.52225e-08 5.01584e-08 2.76805e-08 3.11154e-07 5.41553e-08 5.21058e-08 3.14161e-08 6.17564e-08 3.36534e-08 0 1.91588e-07 9.5309e-08 4.08408e-08 2.4622e-08 3.78338e-08 2.90546e-08 0 0 3.1525e-08 2.70026e-08 0 5.73413e-08 4.19023e-08 2.53789e-08 5.21937e-08 3.22086e-08 0 0 2.7222e-06 0.035575 -------------------------------------------------------------- Initialization seed trial #301 of 1000; initialization seed = 493577526 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 73 BIC score: 505179 Distortion: 0.0361867 Distortions/cluster: 7.99407e-06 5.79468e-06 1.92578e-05 5.11331e-06 7.56775e-06 7.17216e-06 5.56848e-06 7.42651e-06 7.8189e-06 6.37128e-06 5.83175e-06 8.2948e-06 6.39629e-06 1.04451e-05 9.82536e-06 6.39789e-06 1.27749e-35 1.48452e-05 0 5.17369e-06 1.13443e-05 6.2844e-06 2.37044e-35 7.86877e-06 4.33293e-06 0.000295506 5.82506e-06 5.82474e-06 0 1.88434e-05 5.94639e-06 0 0 0.0356196 7.18316e-06 1.08283e-34 7.33978e-06 4.35604e-05 Variance: 6.15211e-06 Variances/cluster: 3.30304e-08 2.36491e-08 4.65126e-08 1.7043e-07 5.25381e-08 4.02797e-08 2.29136e-08 2.81283e-08 3.3984e-08 4.11014e-08 2.88675e-08 4.41072e-08 2.90707e-08 3.36905e-08 3.48304e-08 4.70282e-08 0 5.60153e-08 0 4.07244e-08 6.13155e-08 1.49579e-07 0 5.24418e-08 4.04814e-08 3.04613e-06 3.11464e-08 2.44715e-08 0 4.51839e-08 3.28501e-08 0 0 0.035575 4.35203e-08 0 3.26184e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #302 of 1000; initialization seed = 493577527 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 500638 Distortion: 0.0398267 Distortions/cluster: 4.29169e-06 5.89128e-06 1.04665e-05 1.13543e-05 1.27129e-05 3.13504e-06 4.81569e-35 9.24062e-06 7.72598e-06 1.14938e-05 1.02909e-05 5.51226e-06 2.82553e-06 6.24397e-06 1.31168e-05 3.85945e-06 6.13054e-06 2.37044e-35 0.0356196 6.61801e-06 4.35604e-05 6.20839e-06 9.77576e-06 1.14057e-05 7.40868e-06 0 9.94948e-06 3.1695e-05 7.40362e-06 6.2716e-06 2.76351e-06 0.00391362 5.5155e-06 2.9725e-06 4.40267e-06 3.95346e-06 6.07811e-06 3.30118e-06 Variance: 6.77095e-06 Variances/cluster: 5.43204e-08 3.54863e-08 3.19069e-08 5.09003e-08 4.45919e-08 4.17979e-08 2.67973e-31 2.64751e-08 4.51665e-08 3.09778e-08 5.71537e-08 2.56354e-08 3.66923e-08 3.09071e-08 4.32758e-08 4.10549e-08 4.44096e-08 0 0.035575 4.18823e-08 2.7222e-06 5.39694e-08 3.324e-08 3.12458e-08 2.315e-07 0 3.63088e-08 3.10701e-07 3.00934e-08 2.6349e-08 3.36984e-08 0.00391989 1.37842e-07 3.58102e-08 3.10021e-08 4.07538e-08 2.50101e-08 3.36828e-08 -------------------------------------------------------------- Initialization seed trial #303 of 1000; initialization seed = 493577528 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 65 BIC score: 718434 Distortion: 0.000295776 Distortions/cluster: 1.30486e-05 5.83568e-06 7.5026e-06 6.76561e-06 7.4946e-06 6.04319e-06 5.53042e-06 3.14299e-05 6.31261e-06 1.04335e-05 0 4.86089e-06 6.74833e-06 8.78531e-06 4.35604e-05 5.26613e-06 4.29018e-06 9.64317e-35 1.17651e-05 4.81569e-35 2.37044e-35 5.19211e-06 6.74254e-06 5.67102e-06 5.82781e-06 7.16784e-06 6.97196e-06 5.11331e-06 7.8067e-06 1.0315e-05 8.07215e-06 1.49518e-05 1.21657e-05 5.40588e-06 1.27749e-35 0 8.69867e-06 1.08283e-34 Variance: 5.02849e-08 Variances/cluster: 4.53034e-08 1.42286e-07 2.82028e-08 5.04864e-08 3.51828e-08 3.16365e-08 2.43604e-08 3.11154e-07 2.60829e-08 4.31102e-08 0 4.22547e-08 3.40791e-08 5.81759e-08 2.7222e-06 2.55608e-08 4.28876e-08 6.86694e-32 3.36116e-08 2.67973e-31 0 4.15235e-08 4.95627e-08 4.80446e-08 3.00367e-08 4.65404e-08 4.77378e-08 1.7043e-07 4.1958e-08 3.44872e-08 2.48352e-08 4.25838e-08 3.62043e-08 4.12527e-08 0 0 3.20956e-08 0 -------------------------------------------------------------- Initialization seed trial #304 of 1000; initialization seed = 493577529 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 717286 Distortion: 0.000304786 Distortions/cluster: 3.35567e-05 7.2598e-06 7.38729e-06 1.01875e-05 9.45287e-06 8.04416e-06 4.81569e-35 9.07494e-06 8.5556e-06 1.27231e-05 7.52664e-06 6.07658e-06 1.23456e-05 9.64317e-35 9.60612e-06 8.51712e-06 9.03806e-06 5.80521e-06 2.37044e-35 6.56601e-06 9.29442e-06 9.13754e-06 1.27749e-35 5.98828e-06 7.53688e-06 4.35604e-05 5.4487e-06 1.60109e-05 1.08283e-34 6.19139e-06 8.33383e-06 6.92743e-06 5.99603e-06 0 0 8.63704e-06 0 0 Variance: 5.18168e-08 Variances/cluster: 3.13581e-07 3.39213e-08 5.68217e-08 5.99214e-08 3.1718e-08 3.129e-08 2.67973e-31 5.30531e-08 4.91659e-08 3.92656e-08 4.50548e-08 2.37345e-08 4.99661e-08 6.86694e-32 2.86725e-08 2.54974e-08 5.41037e-08 3.20692e-08 0 3.95508e-08 7.14898e-08 3.95438e-08 0 3.3821e-08 1.63796e-07 2.7222e-06 4.35753e-08 4.3504e-08 0 2.57952e-08 3.44343e-08 3.53402e-08 2.41754e-08 0 0 5.13944e-08 0 0 -------------------------------------------------------------- Initialization seed trial #305 of 1000; initialization seed = 493577530 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 66 BIC score: 721021 Distortion: 0.000278524 Distortions/cluster: 1.64598e-05 5.41584e-06 6.2165e-06 8.45239e-06 4.67394e-06 5.40927e-06 3.53159e-06 2.45348e-05 1.08283e-34 6.50793e-06 6.11896e-06 4.7491e-06 1.47589e-05 3.16566e-06 4.81569e-35 1.85231e-05 1.27749e-35 4.42075e-06 6.3485e-06 9.64317e-35 6.54604e-06 1.59192e-05 5.04638e-06 1.04867e-05 7.31249e-06 6.41983e-06 3.2266e-06 5.82686e-06 0 2.37044e-35 6.81051e-06 8.69053e-06 8.21517e-06 4.1382e-06 4.09376e-06 7.68386e-06 2.22032e-05 1.66175e-05 Variance: 4.73519e-08 Variances/cluster: 4.09315e-08 2.77711e-08 3.12359e-08 5.09141e-08 2.43408e-08 3.14461e-08 2.17974e-08 2.72576e-06 0 2.37495e-08 6.57895e-08 2.52587e-08 5.87816e-08 2.77657e-08 2.67973e-31 6.40737e-08 0 3.50822e-08 2.88543e-08 6.86694e-32 5.54701e-08 7.5794e-07 3.21399e-08 1.10375e-07 3.13813e-08 1.4925e-07 3.75157e-08 2.55542e-08 0 0 2.54101e-08 8.43676e-08 3.52551e-08 2.47767e-08 3.07772e-08 4.36548e-08 5.72066e-08 4.36011e-08 -------------------------------------------------------------- Initialization seed trial #306 of 1000; initialization seed = 493577531 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 600317 Distortion: 0.00421167 Distortions/cluster: 7.29373e-06 6.82718e-06 5.80691e-06 6.17233e-06 9.64317e-35 2.37044e-35 4.3564e-06 5.94489e-06 4.81569e-35 6.13666e-06 3.33377e-06 4.59771e-06 1.21923e-05 4.35604e-05 7.25314e-06 1.29935e-05 7.02587e-06 4.8546e-06 6.27157e-06 1.05296e-05 5.4565e-06 1.18087e-05 5.81993e-06 1.09707e-05 0 4.01336e-06 1.36988e-05 0.00391362 5.78469e-06 6.6181e-06 3.14299e-05 7.09801e-06 0 6.98182e-06 5.90241e-06 5.85798e-06 8.28514e-06 1.31726e-05 Variance: 7.16027e-07 Variances/cluster: 6.69096e-08 4.67465e-08 3.20786e-08 3.35425e-08 6.86694e-32 0 4.14859e-08 2.41635e-08 2.67973e-31 4.41342e-08 3.78808e-08 2.40696e-08 3.28605e-08 2.7222e-06 4.44833e-08 4.44836e-08 5.20278e-08 2.50208e-08 5.45306e-08 1.94941e-07 2.52593e-08 3.27079e-08 3.95879e-08 3.42724e-08 0 5.07867e-08 4.53456e-08 0.00391989 5.56186e-08 3.37627e-08 3.11154e-07 3.25568e-08 0 3.42216e-08 4.37072e-08 2.30609e-08 6.3726e-08 3.4123e-08 -------------------------------------------------------------- Initialization seed trial #307 of 1000; initialization seed = 493577532 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 504600 Distortion: 0.0361804 Distortions/cluster: 7.7822e-06 6.2844e-06 1.05814e-05 3.37966e-06 7.21126e-06 9.23592e-06 4.69299e-06 8.35888e-06 0.000295506 3.62259e-06 8.5865e-06 5.96875e-06 0.0356196 6.11834e-06 9.23755e-06 1.28847e-05 4.35604e-05 2.37044e-35 4.14918e-06 1.00958e-05 5.3135e-06 1.08283e-34 8.05928e-06 6.4345e-06 7.43332e-06 1.27749e-35 1.0241e-05 4.40888e-06 1.04956e-05 8.19276e-06 5.43504e-06 7.997e-06 5.91161e-06 0 3.97714e-06 1.22829e-05 0 7.40868e-06 Variance: 6.15104e-06 Variances/cluster: 2.86086e-08 1.49579e-07 3.31596e-08 2.83972e-08 3.36945e-08 5.39949e-08 2.30028e-08 5.84487e-08 3.04613e-06 2.41477e-08 4.66507e-08 3.97885e-08 0.035575 2.95546e-08 5.24691e-08 4.26503e-08 2.7222e-06 0 2.25472e-08 3.86778e-08 2.49438e-08 0 3.04094e-08 2.92451e-08 3.12297e-08 0 5.30452e-08 2.56308e-08 5.27376e-08 4.62719e-08 3.50612e-08 4.2751e-08 3.30228e-08 0 2.27241e-08 4.59997e-08 0 2.315e-07 -------------------------------------------------------------- Initialization seed trial #308 of 1000; initialization seed = 493577533 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 600349 Distortion: 0.00421495 Distortions/cluster: 6.5658e-06 4.81569e-35 8.36592e-06 9.85554e-06 1.21136e-05 6.32594e-06 8.23847e-06 2.37044e-35 1.49551e-05 1.01177e-05 6.74104e-06 6.70958e-06 4.35604e-05 8.40231e-06 7.38216e-06 5.20603e-06 5.70285e-06 3.23765e-05 7.3562e-06 5.9372e-06 5.80143e-06 9.64317e-35 1.22061e-05 0.00391362 1.56331e-05 9.12816e-06 2.20958e-06 6.08621e-06 0 5.75693e-06 6.20116e-06 7.5659e-06 0 6.29334e-06 3.30263e-06 9.25875e-06 0 5.96819e-06 Variance: 7.16584e-07 Variances/cluster: 2.97069e-08 2.67973e-31 4.62056e-08 2.18977e-07 3.43049e-08 2.92834e-08 4.47702e-08 0 6.73431e-08 3.21163e-08 2.34043e-08 3.72722e-08 2.7222e-06 3.57513e-08 3.0885e-08 4.48757e-08 3.63209e-08 3.11277e-07 4.35244e-08 3.12458e-08 2.54426e-08 6.86694e-32 5.78308e-08 0.00391989 4.66509e-08 2.94431e-08 5.1381e-08 2.98308e-08 0 2.90728e-08 5.16603e-08 5.11171e-08 0 2.4677e-08 3.71052e-08 5.22926e-08 0 4.45241e-08 -------------------------------------------------------------- Initialization seed trial #309 of 1000; initialization seed = 493577534 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 719449 Distortion: 0.00028982 Distortions/cluster: 6.08875e-06 1.12319e-05 9.64317e-35 3.55967e-06 1.97591e-05 7.12182e-06 7.94123e-06 2.97718e-06 6.36143e-06 3.43111e-06 2.7326e-06 3.42387e-06 1.08283e-34 1.08179e-05 2.96643e-05 4.81569e-35 6.0836e-06 1.79426e-05 1.59192e-05 7.37946e-06 2.45348e-05 6.07221e-06 2.45447e-06 2.87211e-06 7.92634e-06 7.32642e-06 2.99533e-06 6.34015e-06 5.84878e-06 5.28676e-06 8.29339e-06 0 5.30215e-06 2.37044e-35 3.25276e-05 3.18624e-06 1.27749e-35 6.41708e-06 Variance: 4.92723e-08 Variances/cluster: 3.51919e-08 1.15782e-07 6.86694e-32 2.38876e-08 4.40909e-08 1.58213e-07 2.91932e-08 2.68183e-08 3.61414e-08 2.13088e-08 2.02397e-08 2.44538e-08 0 4.4151e-08 6.58999e-08 2.67973e-31 3.20161e-08 4.39625e-08 7.5794e-07 2.90505e-08 2.72576e-06 4.56518e-08 2.15281e-08 3.33937e-08 5.74323e-08 4.13884e-08 2.32173e-08 5.71148e-08 2.30247e-08 2.7677e-08 6.58152e-08 0 3.19378e-08 0 8.00918e-08 2.89625e-08 0 2.4967e-08 -------------------------------------------------------------- Initialization seed trial #310 of 1000; initialization seed = 493577535 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 22 BIC score: 505973 Distortion: 0.0359266 Distortions/cluster: 9.04057e-06 1.08774e-05 1.25987e-05 1.03118e-05 9.40737e-06 9.64326e-06 6.92996e-06 1.4465e-05 1.01079e-05 7.23872e-06 8.84048e-06 7.38927e-06 1.27749e-35 6.15345e-06 6.96058e-06 3.41288e-06 7.38866e-06 1.02984e-05 0 2.37044e-35 8.69537e-06 1.3387e-05 1.08283e-34 0 3.21941e-05 9.56314e-06 5.30953e-06 4.81569e-35 1.09445e-05 0 0.0356196 6.79305e-06 1.05819e-05 4.35604e-05 0 0 7.42133e-06 7.55967e-06 Variance: 6.10789e-06 Variances/cluster: 7.06238e-08 2.73958e-08 3.18121e-08 4.68682e-08 5.53333e-08 4.61252e-08 5.33026e-08 3.57129e-08 5.26284e-08 4.55114e-08 5.35626e-08 2.84177e-08 0 3.43656e-08 3.56838e-08 5.78406e-08 3.31302e-08 3.17823e-08 0 0 5.17414e-08 3.41476e-08 0 0 3.09525e-07 4.75625e-08 4.57678e-08 2.67973e-31 2.14537e-07 0 0.035575 3.34594e-08 2.76989e-08 2.7222e-06 0 0 3.06566e-08 3.77945e-08 -------------------------------------------------------------- Initialization seed trial #311 of 1000; initialization seed = 493577536 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 600216 Distortion: 0.00421498 Distortions/cluster: 4.8353e-06 6.4854e-06 1.35539e-05 3.38104e-05 0.00391362 4.35604e-05 7.5705e-06 8.31275e-06 5.99674e-06 6.82945e-06 4.33514e-06 9.64317e-35 3.96689e-06 7.13813e-06 7.06305e-06 4.73345e-06 1.00822e-05 7.74612e-06 6.57031e-06 7.38009e-06 1.52349e-05 6.77183e-06 1.05273e-05 1.19075e-05 2.37044e-35 0 6.7172e-06 4.05051e-06 7.24656e-06 4.81569e-35 1.33918e-05 4.3682e-06 4.62885e-06 1.13753e-05 3.94751e-06 1.12207e-05 0 0 Variance: 7.1659e-07 Variances/cluster: 4.2401e-08 2.74781e-08 5.39955e-08 3.13025e-07 0.00391989 2.7222e-06 3.58756e-08 5.25957e-08 3.29462e-08 4.87672e-08 2.42165e-08 6.86694e-32 3.14796e-08 1.58576e-07 2.97993e-08 2.64415e-08 3.25125e-08 3.36758e-08 2.67062e-08 3.67132e-08 4.13954e-08 4.39585e-08 6.12001e-08 4.25131e-08 0 0 4.27709e-08 2.50002e-08 4.82949e-08 2.67973e-31 4.21091e-08 2.28674e-08 2.20402e-08 8.55215e-08 2.26844e-08 4.57835e-08 0 0 -------------------------------------------------------------- Initialization seed trial #312 of 1000; initialization seed = 493577537 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 24 BIC score: 501171 Distortion: 0.0398086 Distortions/cluster: 1.77311e-05 1.54542e-05 1.22257e-05 9.49654e-06 4.06349e-06 4.42215e-06 8.39942e-06 2.37044e-35 1.51646e-05 1.03183e-05 7.99974e-06 0.00391362 3.7242e-06 5.33766e-06 1.559e-05 0 4.23998e-06 7.00201e-06 4.81569e-35 7.41551e-06 5.37452e-06 5.83568e-06 5.28809e-06 0 6.3182e-06 6.74075e-06 1.31054e-05 1.59192e-05 4.09067e-06 0.0356196 3.12616e-06 0 7.46746e-06 4.56695e-06 6.03434e-06 1.10032e-05 2.45348e-05 7.3899e-06 Variance: 6.76786e-06 Variances/cluster: 6.42232e-08 4.27954e-08 3.46306e-08 3.34356e-08 4.02301e-08 3.74726e-08 9.43662e-08 0 3.08814e-08 4.86554e-08 2.98472e-08 0.00391989 4.2803e-08 2.57835e-08 3.97575e-08 0 4.37074e-08 3.55395e-08 2.67973e-31 2.86287e-08 2.30646e-08 1.42286e-07 3.62168e-08 0 2.82038e-08 3.4214e-08 5.01962e-08 7.5794e-07 5.45375e-08 0.035575 3.63478e-08 0 4.58085e-08 1.69132e-07 3.244e-08 5.28832e-08 2.72576e-06 3.45287e-08 -------------------------------------------------------------- Initialization seed trial #313 of 1000; initialization seed = 493577538 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 550386 Distortion: 0.0128987 Distortions/cluster: 4.5437e-06 1.02308e-05 3.33344e-06 0.00872182 3.96624e-06 7.5296e-06 5.73081e-06 5.52972e-06 6.82585e-06 7.38284e-06 6.59861e-06 6.5359e-06 7.17447e-06 4.9475e-06 3.50473e-06 7.99113e-06 0.00391362 0 2.45348e-05 8.03159e-06 6.90352e-06 4.81569e-35 5.0682e-06 6.17123e-06 5.3156e-06 4.56695e-06 5.00226e-06 8.39395e-06 9.89451e-06 1.59192e-05 8.93987e-06 1.2486e-05 1.3009e-05 8.39942e-06 5.73662e-06 8.62829e-06 8.1345e-06 6.2843e-06 Variance: 2.19291e-06 Variances/cluster: 4.24618e-08 3.19679e-08 3.7877e-08 0.156503 3.02731e-08 3.94187e-08 4.40794e-08 1.38197e-07 2.71923e-08 2.62712e-08 5.49836e-08 4.50603e-08 3.13268e-08 4.71148e-08 2.78127e-08 3.12052e-08 0.00391989 0 2.72576e-06 5.11402e-08 3.27152e-08 2.67973e-31 3.72631e-08 2.69455e-08 2.3414e-08 1.69132e-07 3.57272e-08 2.55113e-08 5.23351e-08 7.5794e-07 4.70369e-08 4.28935e-08 3.50617e-08 9.43662e-08 3.15095e-08 3.28043e-08 5.31508e-08 4.30291e-08 -------------------------------------------------------------- Initialization seed trial #314 of 1000; initialization seed = 493577539 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 717567 Distortion: 0.0002998 Distortions/cluster: 1.05256e-05 7.5733e-06 1.23114e-05 7.70309e-06 9.94196e-06 5.78942e-06 5.76506e-06 7.19257e-06 1.11297e-05 4.35245e-06 1.08283e-34 1.51254e-05 4.59595e-06 5.39228e-06 0 4.81569e-35 1.15067e-05 5.38994e-06 6.44734e-06 8.72188e-06 7.64426e-06 3.82665e-06 1.27749e-35 3.23765e-05 8.33709e-06 5.8917e-06 1.3733e-05 4.35604e-05 8.88662e-06 6.99887e-06 5.77378e-06 9.64317e-35 2.37044e-35 5.53304e-06 0 5.48726e-06 5.56069e-06 6.72607e-06 Variance: 5.09691e-08 Variances/cluster: 5.36848e-08 2.82561e-08 3.39983e-08 3.66782e-08 5.12432e-08 2.74348e-08 3.92149e-08 4.52215e-08 4.10651e-08 2.70315e-08 0 4.582e-08 3.48147e-08 2.73692e-08 0 2.67973e-31 2.50105e-07 2.51844e-08 2.73168e-08 4.68768e-08 4.96221e-08 3.94469e-08 0 3.11277e-07 5.44745e-08 3.36635e-08 7.11318e-08 2.7222e-06 4.21133e-08 2.34841e-08 2.55455e-08 6.86694e-32 0 2.38466e-08 0 2.79938e-08 2.97328e-08 5.55825e-08 -------------------------------------------------------------- Initialization seed trial #315 of 1000; initialization seed = 493577540 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 505422 Distortion: 0.0358911 Distortions/cluster: 5.34348e-06 1.44931e-05 8.74735e-06 1.18145e-05 8.43566e-06 1.27749e-35 7.99405e-06 7.6386e-06 1.53139e-05 1.08283e-34 3.57428e-06 0.0356196 1.11126e-05 3.95048e-06 8.22333e-06 9.02285e-06 6.37679e-06 5.79542e-06 5.67778e-06 6.82033e-06 2.37044e-35 4.81569e-35 5.83568e-06 2.45348e-05 7.55131e-06 0 4.56695e-06 6.83346e-06 1.04189e-05 5.33926e-06 8.39942e-06 1.21836e-05 4.78241e-06 0 1.01607e-05 4.93207e-06 1.59192e-05 9.72247e-06 Variance: 6.10185e-06 Variances/cluster: 4.52797e-08 3.8739e-08 5.17427e-08 4.82068e-08 5.8576e-08 0 3.17196e-08 2.86066e-08 4.27622e-08 0 2.11471e-08 0.035575 3.26811e-08 2.4688e-08 3.27594e-08 5.40128e-08 2.24515e-08 3.13236e-08 3.9154e-08 3.24748e-08 0 2.67973e-31 1.42286e-07 2.72576e-06 3.29723e-08 0 1.69132e-07 3.09179e-08 5.26165e-08 2.73781e-08 9.43662e-08 4.57994e-08 2.50358e-08 0 5.2629e-08 3.06304e-08 7.5794e-07 4.76438e-08 -------------------------------------------------------------- Initialization seed trial #316 of 1000; initialization seed = 493577541 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 504857 Distortion: 0.0359139 Distortions/cluster: 5.2273e-06 5.57487e-06 5.00432e-06 5.52004e-06 5.95305e-06 3.14299e-05 4.35604e-05 5.11331e-06 7.49414e-06 8.07174e-06 7.02194e-06 6.0428e-06 3.28309e-06 1.00109e-05 1.51984e-05 6.49016e-06 5.54074e-06 9.47174e-06 5.73579e-06 1.75766e-05 4.81569e-35 2.37044e-35 6.3293e-06 1.08283e-34 4.7973e-06 7.20535e-06 3.63668e-06 9.58384e-06 1.27749e-35 5.39602e-06 5.244e-06 0.0356196 8.1706e-06 3.83943e-06 3.91071e-06 1.34459e-05 4.27174e-06 9.17804e-06 Variance: 6.10573e-06 Variances/cluster: 3.92998e-08 3.29842e-08 4.38936e-08 4.5242e-08 3.20028e-08 3.11154e-07 2.7222e-06 1.7043e-07 2.83845e-08 5.80651e-08 3.22079e-08 2.2801e-08 2.75858e-08 5.40966e-08 4.06243e-08 3.24401e-08 1.38473e-07 4.26514e-08 4.44597e-08 5.52544e-08 2.67973e-31 0 2.54167e-08 0 4.32162e-08 3.91561e-08 2.21723e-08 4.27814e-08 0 2.60651e-08 2.43886e-08 0.035575 2.75081e-08 2.95313e-08 2.44391e-08 5.69557e-08 2.32134e-08 5.21312e-08 -------------------------------------------------------------- Initialization seed trial #317 of 1000; initialization seed = 493577542 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 689089 Distortion: 0.000566808 Distortions/cluster: 2.07985e-05 6.05471e-06 8.20007e-06 5.12241e-06 7.70025e-06 9.14405e-06 0 1.08283e-34 1.27749e-35 1.40571e-05 4.61688e-06 4.73658e-06 4.64828e-06 6.85239e-06 4.14988e-06 9.85554e-06 8.61082e-06 4.20963e-06 9.64317e-35 4.35604e-05 8.39587e-06 0.000297207 1.10102e-05 3.82969e-06 8.43566e-06 5.67526e-06 1.04189e-05 5.93103e-06 5.35585e-06 2.37044e-35 4.07659e-06 5.09984e-06 0 5.09158e-06 4.69574e-06 8.89159e-06 1.21836e-05 8.19208e-06 Variance: 9.63632e-08 Variances/cluster: 5.82398e-08 3.30827e-08 4.52896e-08 2.40468e-08 2.8623e-08 3.12052e-08 0 0 0 3.90349e-08 3.18369e-08 4.19029e-08 2.67119e-08 4.07844e-08 2.12796e-08 2.18977e-07 5.41397e-08 2.32551e-08 6.86694e-32 2.7222e-06 5.31336e-08 2.94231e-06 4.74426e-08 2.20071e-08 5.8576e-08 3.91366e-08 5.26165e-08 2.9505e-08 2.81862e-08 0 2.42626e-08 2.99965e-08 0 3.12339e-08 2.47123e-08 5.16785e-08 4.57994e-08 5.15063e-08 -------------------------------------------------------------- Initialization seed trial #318 of 1000; initialization seed = 493577543 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 721466 Distortion: 0.000279197 Distortions/cluster: 8.8874e-06 6.95968e-06 9.74538e-06 1.28434e-05 5.5838e-06 7.94767e-06 4.64702e-06 6.06464e-06 8.75076e-06 1.27749e-35 5.15829e-06 9.39535e-06 2.37044e-35 6.77226e-06 9.64317e-35 2.45348e-05 8.39012e-06 5.38244e-06 0 0 1.08283e-34 3.67543e-06 6.80055e-06 1.10713e-05 7.81779e-06 1.59192e-05 6.09375e-06 7.31425e-06 1.47511e-05 2.98014e-06 0 1.65678e-05 1.03343e-05 4.81569e-35 1.58946e-05 7.24247e-06 1.82047e-05 3.46676e-06 Variance: 4.74664e-08 Variances/cluster: 5.01951e-08 3.28258e-08 5.15463e-08 3.48029e-08 5.75599e-08 2.74982e-08 2.86827e-08 2.74395e-08 3.28947e-08 0 4.40842e-08 2.73885e-08 0 3.82581e-08 6.86694e-32 2.72576e-06 2.54996e-08 5.38211e-08 0 0 0 5.40457e-08 1.54509e-07 1.14126e-07 6.85717e-08 7.5794e-07 3.44248e-08 3.08582e-08 3.87043e-08 3.59025e-08 0 5.19201e-08 3.21908e-08 2.67973e-31 4.41372e-08 3.14862e-08 6.38561e-08 3.85162e-08 -------------------------------------------------------------- Initialization seed trial #319 of 1000; initialization seed = 493577544 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 505063 Distortion: 0.035915 Distortions/cluster: 9.2012e-06 0.0356196 6.20692e-06 6.83625e-06 1.238e-05 2.92958e-06 5.11331e-06 6.98242e-06 4.35604e-05 7.21049e-06 9.09647e-06 1.27749e-35 3.02396e-06 5.5155e-06 3.52304e-06 1.39341e-05 6.18066e-06 7.87874e-06 1.00099e-05 1.10738e-05 7.23827e-06 1.03505e-05 2.37044e-35 6.91325e-06 3.82569e-06 1.06321e-05 4.81569e-35 9.94224e-06 3.36465e-06 3.1695e-05 6.84813e-06 5.73317e-06 6.83061e-06 1.12589e-05 1.08283e-34 4.23882e-06 0 5.9397e-06 Variance: 6.10592e-06 Variances/cluster: 3.485e-08 0.035575 2.6523e-08 2.39847e-08 4.51784e-08 2.36233e-08 1.7043e-07 3.37286e-08 2.7222e-06 2.95487e-08 5.25767e-08 0 2.15973e-08 1.37842e-07 2.18796e-08 4.36664e-08 2.67536e-08 4.55271e-08 5.65352e-08 3.31443e-08 3.78935e-08 4.63996e-08 0 5.48501e-08 3.82538e-08 4.60225e-08 2.67973e-31 3.01254e-08 2.87543e-08 3.10701e-07 5.5671e-08 3.4743e-08 2.95672e-08 5.04725e-08 0 2.64895e-08 0 4.43115e-08 -------------------------------------------------------------- Initialization seed trial #320 of 1000; initialization seed = 493577545 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 717713 Distortion: 0.000305571 Distortions/cluster: 1.27749e-35 8.07176e-06 1.44708e-05 1.47711e-05 1.20768e-05 5.81283e-06 5.48926e-06 2.37044e-35 9.64317e-35 1.39167e-05 5.11331e-06 8.92782e-06 1.08283e-34 4.81569e-35 6.21977e-06 7.55532e-06 4.35604e-05 3.1695e-05 1.34543e-05 0 9.1829e-06 1.0241e-05 1.34673e-05 5.5155e-06 0 9.23755e-06 6.27419e-06 7.41819e-06 0 5.6952e-06 9.34818e-06 1.02345e-05 0 0 9.41563e-06 1.16162e-05 0 6.7893e-06 Variance: 5.19502e-08 Variances/cluster: 0 2.83195e-08 4.41039e-08 4.87338e-08 3.56133e-08 3.50135e-08 2.95087e-08 0 6.86694e-32 4.71715e-08 1.7043e-07 5.91196e-08 0 2.67973e-31 2.82684e-08 3.48141e-08 2.7222e-06 3.10701e-07 3.75787e-08 0 4.70766e-08 5.30452e-08 4.59593e-08 1.37842e-07 0 5.24691e-08 2.77592e-08 2.47251e-08 0 2.42321e-08 3.3745e-08 2.99229e-08 0 0 5.34817e-08 5.45321e-08 0 3.0172e-08 -------------------------------------------------------------- Initialization seed trial #321 of 1000; initialization seed = 493577546 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 717779 Distortion: 0.000296817 Distortions/cluster: 1.10191e-05 6.78868e-06 7.92634e-06 5.31814e-06 7.01581e-06 6.49516e-06 5.52885e-06 1.03092e-05 7.95108e-06 4.79593e-06 6.57293e-06 9.64317e-35 1.41089e-05 1.08283e-34 8.67233e-06 8.63406e-06 5.78136e-06 5.66757e-06 2.37044e-35 5.61028e-06 0 8.92445e-06 8.84197e-06 6.62965e-06 5.90824e-06 4.35604e-05 7.25116e-06 9.11509e-06 4.81569e-35 4.44653e-06 7.78678e-06 4.53119e-06 1.03476e-05 6.83012e-06 7.772e-06 3.14299e-05 5.24662e-06 1.27749e-35 Variance: 5.0462e-08 Variances/cluster: 3.43163e-08 7.14533e-08 5.74323e-08 3.16524e-08 2.89885e-08 2.36167e-08 2.38286e-08 1.94462e-07 4.64825e-08 2.49759e-08 5.52313e-08 6.86694e-32 4.44928e-08 0 5.35168e-08 5.16842e-08 2.86181e-08 2.52995e-08 0 2.96805e-08 0 5.12735e-08 6.31518e-08 2.82088e-08 4.47555e-08 2.7222e-06 3.34126e-08 4.27903e-08 2.67973e-31 2.4978e-08 3.38526e-08 2.79677e-08 4.70197e-08 2.57718e-08 4.31639e-08 3.11154e-07 3.45141e-08 0 -------------------------------------------------------------- Initialization seed trial #322 of 1000; initialization seed = 493577547 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 718661 Distortion: 0.000292605 Distortions/cluster: 3.14299e-05 4.73138e-06 1.27749e-35 2.37044e-35 4.95978e-06 6.87014e-06 1.01943e-05 8.73962e-06 7.5022e-06 4.46495e-06 5.62897e-06 5.03825e-06 6.67811e-06 5.57762e-06 1.04956e-05 6.43105e-06 1.20902e-05 6.90219e-06 5.54074e-06 4.35604e-05 6.70846e-06 9.30104e-06 5.25834e-06 7.70627e-06 5.6746e-06 5.00338e-06 1.08283e-34 6.19382e-06 9.84043e-06 4.51805e-06 0 4.81569e-35 6.99861e-06 1.17668e-05 1.11348e-05 8.35888e-06 9.64317e-35 7.3062e-06 Variance: 4.97458e-08 Variances/cluster: 3.11154e-07 4.22306e-08 0 0 3.99857e-08 4.29245e-08 3.49088e-08 2.59313e-08 2.89636e-08 2.58059e-08 4.19935e-08 2.49393e-08 5.01963e-08 3.29929e-08 5.27376e-08 4.65868e-08 4.57925e-08 3.00069e-08 1.38473e-07 2.7222e-06 3.49286e-08 5.0001e-08 1.6961e-07 5.2053e-08 3.94038e-08 3.31311e-08 0 3.47936e-08 3.15368e-08 2.30486e-08 0 2.67973e-31 3.06856e-08 3.2235e-08 3.12749e-08 5.84487e-08 6.86694e-32 4.32176e-08 -------------------------------------------------------------- Initialization seed trial #323 of 1000; initialization seed = 493577548 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 505836 Distortion: 0.0359204 Distortions/cluster: 1.5735e-05 2.50696e-06 5.4067e-06 7.50674e-06 1.01022e-05 3.92188e-06 2.37044e-35 8.87137e-06 9.94049e-06 1.27749e-35 0 5.40168e-06 1.08283e-34 1.2061e-05 1.82047e-05 0.0356196 8.0068e-06 1.65678e-05 3.19988e-06 4.81569e-35 1.49113e-05 5.5155e-06 4.35604e-05 5.11331e-06 5.7071e-06 3.09065e-06 9.34867e-06 2.14006e-06 2.78728e-06 8.8874e-06 4.55296e-06 0 9.74538e-06 1.22221e-05 4.6999e-06 3.1695e-05 2.62889e-06 6.80333e-06 Variance: 6.10683e-06 Variances/cluster: 4.38157e-08 3.29838e-08 3.65283e-08 2.94348e-08 3.17646e-08 3.96126e-08 0 3.38572e-08 2.71574e-08 0 0 3.60082e-08 0 3.10023e-08 6.38561e-08 0.035575 3.72377e-08 5.19201e-08 4.77552e-08 2.67973e-31 3.90221e-08 1.37842e-07 2.7222e-06 1.7043e-07 3.06805e-08 3.55217e-08 2.78202e-08 5.48687e-08 3.81786e-08 5.01951e-08 4.79213e-08 0 5.15463e-08 3.32092e-08 3.48112e-08 3.10701e-07 3.45876e-08 2.78801e-08 -------------------------------------------------------------- Initialization seed trial #324 of 1000; initialization seed = 493577549 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 692210 Distortion: 0.000531547 Distortions/cluster: 7.38274e-06 6.7643e-06 0 7.49367e-06 9.45837e-06 3.30788e-06 4.75335e-06 9.64317e-35 4.2224e-06 9.19068e-06 1.50809e-05 5.49725e-06 8.64916e-06 6.41321e-06 0.000272566 4.47686e-06 1.08283e-34 8.6726e-06 8.93629e-06 6.28714e-06 3.85329e-06 2.45348e-05 4.9067e-06 1.57406e-05 4.72805e-06 5.89789e-06 5.90447e-06 6.2737e-06 6.2844e-06 1.35354e-05 9.52398e-06 4.56695e-06 1.27749e-35 6.31582e-06 9.50587e-06 1.59192e-05 2.37044e-35 4.90298e-06 Variance: 9.03684e-08 Variances/cluster: 4.76152e-08 2.86598e-08 0 3.74651e-08 2.92803e-08 3.75866e-08 2.67011e-08 6.86694e-32 2.39888e-08 2.69498e-08 4.2348e-08 2.87789e-08 5.0861e-08 2.92815e-08 3.13264e-06 3.92676e-08 0 3.02151e-08 3.83497e-08 5.4666e-08 4.099e-08 2.72576e-06 4.42008e-08 5.01132e-08 4.37739e-08 2.73018e-08 2.4806e-08 3.89638e-08 1.49579e-07 3.80084e-08 5.11878e-08 1.69132e-07 0 3.2386e-08 5.49306e-08 7.5794e-07 0 3.02627e-08 -------------------------------------------------------------- Initialization seed trial #325 of 1000; initialization seed = 493577550 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 78 BIC score: 505442 Distortion: 0.0359196 Distortions/cluster: 8.22328e-06 4.81569e-35 3.61027e-06 8.34536e-06 6.93009e-06 8.80064e-06 6.46163e-06 9.24593e-06 6.65701e-06 8.55946e-06 5.27789e-06 9.27416e-06 8.00406e-06 8.05297e-06 3.35567e-05 2.37044e-35 0 1.13292e-05 5.21876e-06 5.72716e-06 9.71388e-06 9.70877e-06 1.11354e-05 6.1015e-06 6.80048e-06 0.0356196 9.85348e-06 7.29118e-06 1.27749e-35 1.08283e-34 0 0 4.35604e-05 1.26519e-05 7.71992e-06 8.58142e-06 7.15564e-06 6.52972e-06 Variance: 6.1067e-06 Variances/cluster: 2.9055e-08 2.67973e-31 4.81224e-08 3.32455e-08 3.34678e-08 1.9126e-07 4.61397e-08 5.05203e-08 3.18413e-08 2.52469e-08 4.32471e-08 4.17617e-08 4.02085e-08 3.53169e-08 3.13581e-07 0 0 4.49536e-08 4.14052e-08 4.33734e-08 3.77937e-08 2.77361e-08 3.31377e-08 4.23579e-08 5.15034e-08 0.035575 8.14278e-08 4.86036e-08 0 0 0 0 2.7222e-06 3.34676e-08 2.90198e-08 5.91772e-08 3.08397e-08 2.76659e-08 -------------------------------------------------------------- Initialization seed trial #326 of 1000; initialization seed = 493577551 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 689333 Distortion: 0.000568627 Distortions/cluster: 6.05092e-06 1.12399e-05 4.35604e-05 6.58181e-06 8.95857e-06 1.44484e-05 5.78967e-06 9.26353e-06 4.18933e-06 1.27749e-35 4.30602e-06 7.81934e-06 1.09445e-05 6.41774e-06 1.14394e-05 1.02488e-05 8.93726e-06 7.51242e-06 7.4702e-06 8.43566e-06 0.000296714 6.15115e-06 7.96769e-06 9.64317e-35 2.37044e-35 3.85057e-06 0 0 3.45556e-06 5.90456e-06 1.08283e-34 9.70304e-06 1.58946e-05 8.08011e-06 0 1.04779e-05 0 6.81352e-06 Variance: 9.66724e-08 Variances/cluster: 3.45732e-08 4.47769e-08 2.7222e-06 3.44567e-08 5.39511e-08 3.86195e-08 2.64343e-08 5.03414e-08 2.56984e-08 0 2.36569e-08 3.41424e-08 2.14537e-07 3.0558e-08 4.78484e-08 8.19844e-08 5.1944e-08 2.82397e-08 2.90644e-08 5.8576e-08 2.93745e-06 3.20345e-08 3.54089e-08 6.86694e-32 0 2.18757e-08 0 0 2.9035e-08 2.30627e-08 0 4.77828e-08 4.41372e-08 4.48856e-08 0 5.29018e-08 0 2.61032e-08 -------------------------------------------------------------- Initialization seed trial #327 of 1000; initialization seed = 493577552 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 689834 Distortion: 0.000559185 Distortions/cluster: 1.27749e-35 5.37495e-06 6.9837e-06 1.2017e-05 5.4911e-06 6.6112e-06 7.01494e-06 0.000293795 1.42472e-05 5.62893e-06 6.23241e-06 6.81885e-06 1.08283e-34 6.00778e-06 4.74682e-06 8.43566e-06 1.16236e-05 5.63103e-06 9.27197e-06 0 4.35604e-05 5.74114e-06 5.89089e-06 9.64317e-35 7.21082e-06 2.37044e-35 6.2844e-06 5.56794e-06 7.17305e-06 1.0204e-05 9.1045e-06 1.03124e-05 5.42904e-06 3.89837e-06 7.61005e-06 7.70957e-06 7.55614e-06 0 Variance: 9.50671e-08 Variances/cluster: 0 2.44295e-08 3.10359e-08 4.56884e-08 2.37683e-08 3.00483e-08 3.02342e-08 3.06005e-06 4.25149e-08 2.93148e-08 3.52081e-08 3.78791e-08 0 2.30163e-08 2.49803e-08 5.8576e-08 3.51053e-08 3.99332e-08 2.72679e-07 0 2.7222e-06 4.5191e-08 4.63701e-08 6.86694e-32 5.04101e-08 0 1.49579e-07 2.94565e-08 5.01455e-08 3.19841e-08 4.39691e-08 5.23432e-08 4.37682e-08 3.64301e-08 2.88235e-08 4.50707e-08 3.2151e-08 0 -------------------------------------------------------------- Initialization seed trial #328 of 1000; initialization seed = 493577553 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 717645 Distortion: 0.000304385 Distortions/cluster: 8.10145e-06 4.49938e-06 4.35604e-05 6.59861e-06 9.64317e-35 1.50156e-05 4.58247e-06 8.53591e-06 1.03505e-05 1.70844e-05 7.26264e-06 4.81569e-35 7.6787e-06 0 1.01128e-05 5.60044e-06 4.16672e-06 3.1695e-05 5.5155e-06 6.90023e-06 1.27749e-35 1.08283e-34 7.48093e-06 1.25017e-05 5.11331e-06 2.37044e-35 0 1.29054e-05 1.45242e-05 0 5.71829e-06 4.43671e-06 3.37927e-06 1.87363e-05 0 5.04431e-06 1.11588e-05 6.12511e-06 Variance: 5.17486e-08 Variances/cluster: 5.47346e-08 2.36782e-08 2.7222e-06 5.49836e-08 6.86694e-32 4.49424e-08 2.38644e-08 3.4416e-08 4.63996e-08 5.71202e-08 2.77176e-08 2.67973e-31 3.93747e-08 0 3.13061e-08 4.40941e-08 2.43639e-08 3.10701e-07 1.37842e-07 2.3957e-08 0 0 2.83344e-08 3.30705e-08 1.7043e-07 0 0 5.63376e-08 3.56828e-08 0 3.61876e-08 4.22518e-08 3.79663e-08 6.45879e-08 0 3.70875e-08 3.31999e-08 3.31056e-08 -------------------------------------------------------------- Initialization seed trial #329 of 1000; initialization seed = 493577554 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 722138 Distortion: 0.000279302 Distortions/cluster: 5.83568e-06 9.82607e-06 4.12781e-06 8.64012e-06 9.64317e-35 1.19646e-05 3.16168e-06 1.3561e-05 4.81569e-35 1.51538e-05 1.31694e-05 5.13589e-06 8.88726e-06 7.32587e-06 1.29429e-05 6.39628e-06 4.39102e-06 1.25095e-05 2.37044e-35 7.70287e-06 0 1.45505e-05 5.37987e-06 1.59192e-05 0 8.39942e-06 4.34061e-06 1.13432e-05 0 1.02556e-05 1.27749e-35 0 4.56695e-06 1.08283e-34 0 1.76733e-05 1.16066e-05 2.45348e-05 Variance: 4.74842e-08 Variances/cluster: 1.42286e-07 4.79166e-08 3.62059e-08 5.17205e-08 6.86694e-32 4.84241e-08 3.71934e-08 3.30726e-08 2.67973e-31 4.24337e-08 4.26157e-08 3.89049e-08 5.35216e-08 2.96568e-08 3.40569e-08 5.51355e-08 4.22187e-08 3.28306e-08 0 3.20915e-08 0 3.88924e-08 4.3735e-08 7.5794e-07 0 9.43662e-08 3.39082e-08 2.92316e-08 0 5.2847e-08 0 0 1.69132e-07 0 0 4.04389e-08 2.93812e-08 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #330 of 1000; initialization seed = 493577555 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 600732 Distortion: 0.00418009 Distortions/cluster: 6.78624e-06 7.7799e-06 1.59192e-05 1.00407e-05 5.121e-06 7.32387e-06 2.37044e-35 6.59861e-06 6.32662e-06 7.8969e-06 4.81569e-35 7.01509e-06 4.74296e-06 7.10938e-06 5.50866e-06 5.52833e-06 4.05599e-06 0.00391362 5.60044e-06 4.43671e-06 4.5629e-06 9.64317e-35 4.56695e-06 5.54074e-06 3.76953e-06 6.51097e-06 8.39942e-06 1.08197e-05 1.64271e-05 0 1.27072e-05 2.45348e-05 7.6787e-06 3.37927e-06 7.1636e-06 7.62451e-06 1.27302e-05 1.22632e-05 Variance: 7.10658e-07 Variances/cluster: 5.13955e-08 4.57492e-08 7.5794e-07 3.12766e-08 3.73765e-08 4.78531e-08 0 5.49836e-08 3.36491e-08 2.87135e-08 2.67973e-31 4.61369e-08 2.43203e-08 2.38549e-08 3.55357e-08 4.28411e-08 2.44308e-08 0.00391989 4.40941e-08 4.22518e-08 2.36392e-08 6.86694e-32 1.69132e-07 1.38473e-07 4.89402e-08 4.34026e-08 9.43662e-08 3.41205e-08 3.958e-08 0 4.4108e-08 2.72576e-06 3.93747e-08 3.79663e-08 2.75499e-08 3.46538e-08 4.37321e-08 3.25256e-08 -------------------------------------------------------------- Initialization seed trial #331 of 1000; initialization seed = 493577556 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 65 BIC score: 600546 Distortion: 0.00421973 Distortions/cluster: 3.28529e-05 4.35891e-06 4.31902e-06 5.85355e-06 0.00391362 6.11012e-06 4.35604e-05 6.13742e-06 6.36007e-06 7.20516e-06 9.64317e-35 4.63767e-06 8.58142e-06 1.21836e-05 9.92369e-06 5.33526e-06 7.96218e-06 3.44863e-06 2.37044e-35 8.48375e-06 9.42469e-06 0 0 4.81569e-35 0 9.85554e-06 1.04221e-05 1.37463e-05 1.33972e-05 5.87511e-06 6.07735e-06 0 1.4666e-05 6.80261e-06 1.9122e-05 0 1.01681e-05 9.23755e-06 Variance: 7.17397e-07 Variances/cluster: 3.12848e-07 2.27e-08 2.35988e-08 2.80046e-08 0.00391989 2.96582e-08 2.7222e-06 3.44765e-08 2.55402e-08 2.32404e-08 6.86694e-32 2.696e-08 5.91772e-08 4.57994e-08 5.60491e-08 2.39228e-08 2.90566e-08 2.80344e-08 0 3.70437e-08 4.75841e-08 0 0 2.67973e-31 0 2.18977e-07 5.31567e-08 3.86007e-08 4.65139e-08 3.21016e-08 4.02441e-08 0 4.88709e-08 3.25456e-08 5.79262e-08 0 5.18741e-08 5.24691e-08 -------------------------------------------------------------- Initialization seed trial #332 of 1000; initialization seed = 493577557 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 717577 Distortion: 0.000302278 Distortions/cluster: 1.07925e-05 6.74015e-06 4.35604e-05 7.08882e-06 9.27742e-06 5.71859e-06 9.01539e-06 1.31975e-05 8.37216e-06 7.2366e-06 1.27749e-35 1.02845e-05 0 7.2828e-06 1.44203e-05 9.64317e-35 6.68762e-06 2.37044e-35 4.14698e-06 4.81569e-35 1.5735e-05 3.14299e-05 1.08283e-34 9.50775e-06 8.97225e-06 6.65256e-06 3.48289e-06 0 5.88956e-06 0 3.88988e-06 5.64582e-06 3.59423e-06 4.57564e-06 1.20491e-05 7.57135e-06 1.2213e-05 7.2474e-06 Variance: 5.13904e-08 Variances/cluster: 1.96177e-07 5.52423e-08 2.7222e-06 2.46975e-08 4.9874e-08 5.39457e-08 5.42932e-08 3.46361e-08 6.64403e-08 3.39717e-08 0 5.29958e-08 0 2.58233e-08 3.89612e-08 6.86694e-32 2.86996e-08 0 2.41078e-08 2.67973e-31 4.38157e-08 3.11154e-07 0 4.75235e-08 5.18459e-08 3.27679e-08 3.78545e-08 0 3.44387e-08 0 2.16079e-08 4.41041e-08 2.89823e-08 2.61434e-08 4.7989e-08 3.96372e-08 3.30946e-08 2.80883e-08 -------------------------------------------------------------- Initialization seed trial #333 of 1000; initialization seed = 493577558 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 600691 Distortion: 0.00418254 Distortions/cluster: 2.37044e-35 5.25279e-06 6.80025e-06 5.42128e-06 3.94885e-06 7.08434e-06 6.1454e-06 0 6.29836e-06 7.30549e-06 3.48107e-06 9.42328e-06 4.42782e-06 2.45348e-05 1.46159e-05 1.00488e-05 9.64579e-06 8.86488e-06 0.00391362 3.46171e-06 9.64317e-35 7.28153e-06 1.53139e-05 4.56695e-06 7.14784e-06 6.87136e-06 7.27396e-06 9.76921e-06 8.88001e-06 1.59192e-05 0 4.81569e-35 1.0309e-05 1.16437e-05 3.95116e-06 5.83568e-06 8.39942e-06 8.99871e-06 Variance: 7.11075e-07 Variances/cluster: 0 2.65267e-08 2.52775e-08 3.84457e-08 2.94656e-08 2.77793e-08 3.2512e-08 0 3.55806e-08 4.08091e-08 2.08423e-08 3.48979e-08 2.5013e-08 2.72576e-06 3.88594e-08 3.07275e-08 4.75009e-08 5.18246e-08 0.00391989 3.80377e-08 6.86694e-32 3.41826e-08 4.27622e-08 1.69132e-07 2.47308e-08 5.58599e-08 3.30606e-08 5.14129e-08 5.3802e-08 7.5794e-07 0 2.67973e-31 5.28498e-08 4.80989e-08 2.42376e-08 1.42286e-07 9.43662e-08 4.22441e-08 -------------------------------------------------------------- Initialization seed trial #334 of 1000; initialization seed = 493577559 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 550132 Distortion: 0.0129074 Distortions/cluster: 6.09972e-06 5.2941e-06 0.00391362 1.59634e-05 5.80416e-06 4.46487e-06 4.72137e-06 9.14627e-06 8.22775e-06 1.29978e-05 6.82132e-06 2.45348e-05 9.60918e-06 1.53467e-05 1.10204e-05 6.73625e-06 8.08474e-06 0 5.83861e-06 1.59192e-05 7.08237e-06 3.32724e-06 5.17217e-06 4.81569e-35 4.2701e-06 9.51921e-06 4.64162e-06 3.97288e-06 0.00872182 5.5618e-06 5.63002e-06 3.79077e-06 4.81935e-06 1.35711e-05 4.75388e-06 5.98427e-06 8.80456e-06 4.47581e-06 Variance: 2.1944e-06 Variances/cluster: 1.45184e-07 2.32177e-08 0.00391989 4.28983e-08 3.4139e-08 2.55113e-08 2.43341e-08 5.4425e-08 4.49458e-08 6.04361e-08 3.62805e-08 2.72576e-06 4.90226e-08 3.95406e-08 1.14784e-07 2.70509e-08 5.85801e-08 0 3.00933e-08 7.5794e-07 4.31812e-08 2.74954e-08 2.34009e-08 2.67973e-31 3.41578e-08 9.51846e-08 2.69838e-08 2.72091e-08 0.156503 4.41268e-08 2.9785e-08 3.29601e-08 2.47125e-08 5.25847e-08 2.9896e-08 2.60163e-08 5.14847e-08 2.76254e-08 -------------------------------------------------------------- Initialization seed trial #335 of 1000; initialization seed = 493577560 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 718590 Distortion: 0.000294072 Distortions/cluster: 6.77703e-06 6.93934e-06 8.99086e-06 7.44915e-06 9.64317e-35 1.17483e-05 7.72424e-06 8.68227e-06 7.95892e-06 6.95003e-06 6.80054e-06 0 7.06364e-06 1.02627e-05 4.35604e-05 4.81569e-35 1.27749e-35 5.67507e-06 9.04668e-06 5.55122e-06 1.14873e-05 7.62387e-06 3.34494e-06 2.37044e-35 9.54304e-06 5.28793e-06 0 8.64184e-06 1.08283e-34 6.58682e-06 5.11331e-06 8.16083e-06 6.09004e-06 8.94352e-06 5.5155e-06 7.66381e-06 3.1695e-05 7.19402e-06 Variance: 4.99952e-08 Variances/cluster: 5.84173e-08 5.59575e-08 4.28102e-08 2.42622e-08 6.86694e-32 3.35635e-08 5.0469e-08 4.66639e-08 2.90446e-08 3.23227e-08 3.00874e-08 0 3.13836e-08 5.28836e-08 2.7222e-06 2.67973e-31 0 4.17148e-08 5.11073e-08 3.24596e-08 4.19109e-08 2.53256e-08 3.75807e-08 0 3.29042e-08 3.85949e-08 0 4.34119e-08 0 2.72159e-08 1.7043e-07 5.19643e-08 3.30872e-08 3.37462e-08 1.37842e-07 3.17969e-08 3.10701e-07 2.85452e-08 -------------------------------------------------------------- Initialization seed trial #336 of 1000; initialization seed = 493577561 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 601375 Distortion: 0.00422565 Distortions/cluster: 0.00391362 6.37628e-06 4.44621e-06 5.11331e-06 5.53742e-06 2.37044e-35 9.86977e-06 6.11007e-06 3.25317e-06 1.26253e-05 6.08113e-06 6.03415e-06 2.79839e-06 4.81569e-35 2.54181e-05 6.42949e-06 4.35604e-05 1.9412e-05 4.19565e-06 4.71168e-06 5.64438e-06 9.1039e-06 0 9.64317e-35 0 1.06753e-05 2.19939e-05 3.80445e-06 0 0 3.36381e-06 1.14659e-05 5.31892e-06 3.14299e-05 3.93073e-06 2.9169e-05 0 4.15307e-06 Variance: 7.18403e-07 Variances/cluster: 0.00391989 1.48236e-07 3.64414e-08 1.7043e-07 2.59951e-08 0 2.69642e-08 3.03948e-08 3.73895e-08 3.43983e-08 2.50225e-08 6.77932e-08 3.68181e-08 2.67973e-31 4.6453e-08 2.62405e-08 2.7222e-06 6.40454e-08 2.97536e-08 3.83032e-08 3.5055e-08 3.42222e-08 0 6.86694e-32 0 3.27429e-08 6.5633e-08 3.09279e-08 0 0 5.33891e-08 3.09027e-08 2.52052e-08 3.11154e-07 4.22633e-08 5.54366e-08 0 4.28115e-08 -------------------------------------------------------------- Initialization seed trial #337 of 1000; initialization seed = 493577562 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 93 BIC score: 717954 Distortion: 0.000302426 Distortions/cluster: 9.52111e-06 1.04189e-05 9.7221e-06 1.27749e-35 1.48186e-05 5.11331e-06 1.21836e-05 5.19341e-06 3.1695e-05 1.39305e-05 7.84721e-06 1.08283e-34 6.89753e-06 1.00086e-05 2.37044e-35 9.07565e-06 1.02145e-05 5.71422e-06 5.5155e-06 8.43566e-06 9.29147e-06 5.61785e-06 0 9.64317e-35 1.27125e-05 9.37033e-06 5.89765e-06 5.90098e-06 4.81569e-35 7.36376e-06 9.01114e-06 0 4.35604e-05 0 7.20747e-06 1.01871e-05 0 0 Variance: 5.14155e-08 Variances/cluster: 2.70462e-08 5.26165e-08 3.20833e-08 0 4.39575e-08 1.7043e-07 4.57994e-08 2.48459e-08 3.10701e-07 4.76918e-08 2.88476e-08 0 2.71532e-08 4.83463e-08 0 4.7009e-08 2.98644e-08 2.96039e-08 1.37842e-07 5.8576e-08 5.24772e-08 3.42522e-08 0 6.86694e-32 3.69429e-08 5.35285e-08 3.95783e-08 2.48959e-08 2.67973e-31 3.71871e-08 3.1395e-08 0 2.7222e-06 0 3.38344e-08 5.30409e-08 0 0 -------------------------------------------------------------- Initialization seed trial #338 of 1000; initialization seed = 493577563 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 717305 Distortion: 0.000303026 Distortions/cluster: 4.78494e-06 6.42039e-06 9.82698e-06 1.19584e-05 1.27749e-35 9.16739e-06 1.42053e-05 4.60832e-06 6.05654e-06 6.24503e-06 1.0481e-05 9.49479e-06 4.35604e-05 2.37044e-35 6.81726e-06 5.5133e-06 5.00145e-06 8.94338e-06 5.41392e-06 1.30251e-05 3.30819e-05 7.14258e-06 3.66375e-06 4.66182e-06 1.26889e-05 7.86265e-06 4.15163e-06 4.81569e-35 9.17451e-06 9.64317e-35 4.27856e-06 0 1.08283e-34 1.68158e-05 8.59381e-06 0 0 9.38604e-06 Variance: 5.15175e-08 Variances/cluster: 2.18471e-08 2.74352e-08 5.61372e-08 3.54734e-08 0 5.23682e-08 4.34269e-08 3.13464e-08 2.77795e-08 2.75087e-08 5.2401e-08 3.06257e-08 2.7222e-06 0 1.5489e-07 2.77026e-08 2.71794e-08 4.96695e-08 2.76196e-08 4.58589e-08 3.12061e-07 4.43595e-08 2.9074e-08 2.71004e-08 4.58045e-08 3.44823e-08 2.29348e-08 2.67973e-31 5.03932e-08 6.86694e-32 2.26352e-08 0 0 5.00311e-08 5.84563e-08 0 0 8.77133e-08 -------------------------------------------------------------- Initialization seed trial #339 of 1000; initialization seed = 493577564 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 600520 Distortion: 0.00421154 Distortions/cluster: 4.81569e-35 3.14299e-05 4.46981e-06 5.64326e-06 6.08394e-06 7.49738e-06 9.64317e-35 6.20825e-06 1.05579e-05 1.58086e-05 4.1153e-06 3.23771e-06 0 4.35604e-05 5.44034e-06 5.01105e-06 6.10649e-06 1.59844e-05 5.45703e-06 8.13783e-06 1.33882e-05 2.37044e-35 1.20313e-05 0.00391362 5.14213e-06 7.01746e-06 6.54112e-06 0 1.08771e-05 5.11331e-06 6.93247e-06 5.8153e-06 1.60332e-05 6.01873e-06 5.83568e-06 7.38491e-06 0 5.03693e-06 Variance: 7.16005e-07 Variances/cluster: 2.67973e-31 3.11154e-07 4.56065e-08 3.31929e-08 3.97609e-08 3.11067e-08 6.86694e-32 2.72268e-08 4.90905e-08 6.39825e-08 4.03436e-08 3.76448e-08 0 2.7222e-06 2.62792e-08 2.4805e-08 5.45175e-08 4.03516e-08 2.39317e-08 3.17856e-08 5.12796e-08 0 5.51715e-08 0.00391989 2.52035e-08 2.33118e-08 4.30298e-08 0 3.16169e-08 1.7043e-07 4.38723e-08 3.02845e-08 4.28554e-08 3.40008e-08 1.42286e-07 3.14224e-08 0 3.64965e-08 -------------------------------------------------------------- Initialization seed trial #340 of 1000; initialization seed = 493577565 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 717761 Distortion: 0.000300845 Distortions/cluster: 1.27749e-35 8.0957e-06 7.4282e-06 4.93878e-06 8.16083e-06 7.69859e-06 8.77609e-06 1.03309e-05 9.64317e-35 1.10985e-05 0 1.28196e-05 7.61346e-06 4.81569e-35 1.05596e-05 5.59744e-06 7.46752e-06 7.13813e-06 8.8582e-06 6.96016e-06 4.79656e-06 5.19532e-06 8.58283e-06 3.38104e-05 2.37044e-35 4.35604e-05 4.65155e-06 5.88773e-06 8.20984e-06 8.15767e-06 6.24664e-06 0 1.08283e-34 1.28981e-05 6.19348e-06 1.01554e-05 8.95677e-06 0 Variance: 5.11466e-08 Variances/cluster: 0 4.3289e-08 4.95054e-08 4.04786e-08 5.19643e-08 5.70217e-08 5.0725e-08 5.3511e-08 6.86694e-32 2.74692e-08 0 4.44979e-08 8.01344e-08 2.67973e-31 3.0964e-08 2.48753e-08 2.65717e-08 1.58576e-07 8.27805e-08 2.87585e-08 3.42573e-08 2.88602e-08 4.66308e-08 3.13025e-07 0 2.7222e-06 3.6623e-08 4.23439e-08 3.50817e-08 2.89246e-08 3.01744e-08 0 0 4.3857e-08 2.74021e-08 3.33952e-08 3.00537e-08 0 -------------------------------------------------------------- Initialization seed trial #341 of 1000; initialization seed = 493577566 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 500478 Distortion: 0.0398327 Distortions/cluster: 5.80774e-06 3.9292e-06 5.39929e-06 4.35604e-05 6.12172e-06 4.65092e-06 4.25897e-06 1.52329e-05 7.47557e-06 4.81569e-35 1.65539e-05 5.4228e-06 5.76677e-06 5.11331e-06 9.83572e-06 5.98606e-06 4.89899e-06 0.0356196 4.3589e-06 2.44695e-05 4.56122e-06 7.78201e-06 7.68613e-06 2.37044e-35 7.42117e-06 3.42627e-06 9.97395e-06 3.1695e-05 6.13598e-06 8.43339e-06 6.31812e-06 8.98028e-06 7.36878e-06 0 0 5.70701e-06 0.00391362 5.24365e-06 Variance: 6.77197e-06 Variances/cluster: 2.8328e-08 3.19419e-08 2.78289e-08 2.7222e-06 3.47712e-08 2.17313e-08 1.18266e-07 4.80494e-08 4.39598e-08 2.67973e-31 4.2882e-08 2.33715e-08 3.00318e-08 1.7043e-07 3.33304e-08 2.78389e-08 6.19917e-08 0.035575 2.51938e-08 7.30376e-08 4.1452e-08 5.08468e-08 5.05514e-08 0 3.49942e-08 3.00524e-08 4.10416e-08 3.10701e-07 3.42758e-08 5.10949e-08 2.75876e-08 4.51126e-08 3.36445e-08 0 0 2.54755e-08 0.00391989 2.71665e-08 -------------------------------------------------------------- Initialization seed trial #342 of 1000; initialization seed = 493577567 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 80 BIC score: 688981 Distortion: 0.000565161 Distortions/cluster: 3.68793e-06 5.34524e-06 1.08283e-34 9.46999e-06 0.000297207 1.01681e-05 0 5.47414e-06 1.39169e-05 1.20902e-05 3.85364e-06 7.44886e-06 1.12107e-05 1.12944e-05 1.27749e-35 5.89824e-06 1.12862e-05 2.92496e-06 1.04237e-05 4.72058e-06 2.52998e-06 9.64317e-35 4.2705e-06 5.09832e-06 5.93476e-06 1.01079e-05 8.58142e-06 8.63705e-06 3.38438e-06 6.28881e-06 2.37044e-35 4.35604e-05 1.15419e-05 4.72673e-06 5.68942e-06 8.70804e-06 4.88024e-06 4.80067e-06 Variance: 9.60832e-08 Variances/cluster: 2.15643e-08 3.76392e-08 0 4.73347e-08 2.94231e-06 5.18741e-08 0 2.75059e-08 4.73207e-08 4.57925e-08 1.99653e-08 2.89814e-08 3.72327e-08 3.94874e-08 0 3.15386e-08 4.90548e-08 2.35859e-08 2.42375e-07 3.00647e-08 2.04007e-08 6.86694e-32 2.58795e-08 2.68306e-08 4.00965e-08 5.26284e-08 5.91772e-08 5.17021e-08 2.91723e-08 2.93844e-08 0 2.7222e-06 6.10484e-08 2.97253e-08 3.28836e-08 5.34075e-08 3.03087e-08 2.23268e-08 -------------------------------------------------------------- Initialization seed trial #343 of 1000; initialization seed = 493577568 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 691314 Distortion: 0.000542231 Distortions/cluster: 1.14099e-05 1.39893e-05 2.83555e-06 1.23571e-05 1.3709e-05 1.04366e-05 4.74771e-06 8.50904e-06 1.7103e-05 5.36776e-06 1.27749e-35 5.94061e-06 1.69733e-05 3.68378e-06 0.00027363 8.43566e-06 9.40727e-06 5.76466e-06 1.59192e-05 4.89898e-06 9.64317e-35 7.75029e-06 2.37044e-35 3.58429e-06 8.8206e-06 2.94615e-06 1.06393e-05 7.23829e-06 6.90948e-06 4.04299e-06 7.17435e-06 4.86344e-06 2.98228e-06 2.45348e-05 0 1.08283e-34 0 5.62589e-06 Variance: 9.21848e-08 Variances/cluster: 5.48379e-08 5.33776e-08 2.3051e-08 4.55946e-08 6.11819e-08 5.24411e-08 2.53858e-08 1.77218e-07 4.14988e-08 2.90115e-08 0 3.4737e-08 4.36187e-08 2.43938e-08 3.00664e-06 5.8576e-08 8.70977e-08 2.62007e-08 7.5794e-07 2.53808e-08 6.86694e-32 4.21173e-08 0 1.94781e-08 3.0205e-08 3.00601e-08 4.92404e-08 3.49645e-08 3.08432e-08 2.16178e-08 3.21692e-08 2.64294e-08 3.04287e-08 2.72576e-06 0 0 0 3.30904e-08 -------------------------------------------------------------- Initialization seed trial #344 of 1000; initialization seed = 493577569 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 717456 Distortion: 0.000303458 Distortions/cluster: 1.27749e-35 4.77109e-06 5.59919e-06 9.54082e-06 8.13004e-06 1.27266e-05 4.81569e-35 8.21965e-06 7.50867e-06 6.38703e-06 7.79383e-06 4.9095e-06 1.34283e-05 9.9592e-06 9.64317e-35 3.44853e-06 1.08164e-05 1.68922e-05 2.37044e-35 9.96034e-06 0 6.1457e-06 6.71874e-06 4.35604e-05 6.54113e-06 3.14299e-05 9.34641e-06 6.16753e-06 5.13483e-06 6.42167e-06 6.22292e-06 1.08283e-34 0 4.46603e-06 0 6.46583e-06 1.73052e-05 7.43983e-06 Variance: 5.15909e-08 Variances/cluster: 0 3.11809e-08 5.38351e-08 5.18358e-08 6.66344e-08 2.23215e-07 2.67973e-31 2.94586e-08 4.66225e-08 3.52842e-08 4.05894e-08 4.3831e-08 5.18303e-08 4.80965e-08 6.86694e-32 3.8314e-08 3.12586e-08 4.42059e-08 0 3.12206e-08 0 2.42885e-08 2.30074e-08 2.7222e-06 6.3487e-08 3.11154e-07 3.50022e-08 2.55892e-08 2.58001e-08 5.48813e-08 3.32738e-08 0 0 3.46173e-08 0 2.78675e-08 4.15857e-08 4.06511e-08 -------------------------------------------------------------- Initialization seed trial #345 of 1000; initialization seed = 493577570 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 718084 Distortion: 0.000300011 Distortions/cluster: 0 7.25611e-06 1.14099e-05 1.27749e-35 5.97474e-06 4.81569e-35 2.37044e-35 8.66859e-06 7.00207e-06 4.82648e-06 3.19128e-06 6.52562e-06 1.37326e-05 6.06113e-06 7.21437e-06 1.06393e-05 4.46822e-06 9.64317e-35 6.16402e-06 4.69858e-06 0 3.32316e-06 1.03587e-05 1.67314e-05 7.91426e-06 5.26513e-06 1.08283e-34 1.37871e-05 3.14299e-05 4.35604e-05 9.25531e-06 4.59477e-06 4.30626e-06 7.92777e-06 1.13252e-05 5.11331e-06 0 1.72854e-05 Variance: 5.1005e-08 Variances/cluster: 0 2.93744e-08 5.48379e-08 0 2.66704e-08 2.67973e-31 0 2.60295e-08 2.77836e-08 4.46868e-08 3.71049e-08 5.48323e-08 5.25986e-08 1.44265e-07 4.07555e-08 4.92404e-08 2.56764e-08 6.86694e-32 3.48214e-08 4.1948e-08 0 2.79225e-08 3.05541e-08 4.34439e-08 4.01705e-08 3.7605e-08 0 6.12567e-08 3.11154e-07 2.7222e-06 3.61504e-08 2.41805e-08 2.26618e-08 4.4039e-08 3.10253e-08 1.7043e-07 0 4.16382e-08 -------------------------------------------------------------- Initialization seed trial #346 of 1000; initialization seed = 493577571 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 504719 Distortion: 0.0361516 Distortions/cluster: 7.32855e-06 5.11106e-06 2.89425e-06 1.27749e-35 0.0356196 3.68755e-06 5.59356e-06 1.69648e-05 1.36253e-05 5.71392e-06 4.87675e-06 8.34577e-06 2.45348e-05 5.05594e-06 4.85201e-06 4.4127e-06 1.44717e-05 4.74626e-06 3.56757e-06 0.000272566 6.03817e-06 7.21277e-06 6.81592e-06 1.08283e-34 4.33566e-06 2.37044e-35 1.11411e-05 4.84115e-06 5.32889e-06 3.43347e-06 6.77842e-06 5.61315e-06 1.04492e-05 6.16762e-06 1.7479e-05 6.71523e-06 5.41309e-06 1.59192e-05 Variance: 6.14614e-06 Variances/cluster: 3.0533e-08 3.70336e-08 3.57287e-08 0 0.035575 3.96476e-08 3.21438e-08 4.29346e-08 6.1081e-08 1.428e-07 2.45034e-08 3.597e-08 2.72576e-06 4.3582e-08 2.55343e-08 3.50182e-08 5.54296e-08 4.43536e-08 5.32427e-08 3.13264e-06 2.53682e-08 2.40404e-08 3.26092e-08 0 4.20912e-08 0 5.45956e-08 1.72882e-07 2.3787e-08 2.81405e-08 2.72202e-08 2.76486e-08 4.90413e-08 2.9367e-08 4.20033e-08 3.7936e-08 2.90992e-08 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #347 of 1000; initialization seed = 493577572 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 506365 Distortion: 0.0359059 Distortions/cluster: 5.90876e-06 8.15482e-06 3.89072e-06 9.0784e-06 5.88155e-06 1.88152e-05 1.54396e-05 5.63767e-06 2.37044e-35 7.26488e-06 0.0356196 0 1.60953e-05 7.11729e-06 1.27749e-35 9.13381e-06 0 5.50029e-06 4.81569e-35 6.9385e-06 1.59192e-05 5.52868e-06 9.2588e-06 8.4698e-06 6.16993e-06 1.15381e-05 6.04532e-06 1.04366e-05 2.25063e-05 1.27602e-05 0 1.22549e-05 0 1.60211e-05 0 1.08283e-34 0 2.45348e-05 Variance: 6.10436e-06 Variances/cluster: 2.98387e-08 3.31468e-08 1.11154e-07 3.02587e-08 2.80042e-08 6.39772e-08 5.95931e-08 2.39874e-08 0 3.30193e-08 0.035575 0 4.01248e-08 2.35651e-08 0 8.08239e-08 0 7.97065e-08 2.67973e-31 2.91508e-08 7.5794e-07 2.80616e-08 3.1383e-08 5.84074e-08 1.46855e-07 4.0481e-08 3.26742e-08 5.24411e-08 5.69599e-08 4.58963e-08 0 3.47133e-08 0 4.41208e-08 0 0 0 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #348 of 1000; initialization seed = 493577573 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 721181 Distortion: 0.000281228 Distortions/cluster: 1.07336e-05 2.37044e-35 8.22952e-06 9.49244e-06 1.80489e-05 8.62084e-06 1.59192e-05 1.66233e-05 7.19192e-06 7.26726e-06 9.08235e-06 9.19418e-06 3.4121e-06 2.45348e-05 1.65953e-05 1.08283e-34 9.64317e-35 1.27749e-35 5.17955e-06 5.40827e-06 5.89326e-06 0 1.21128e-05 0 1.0915e-05 8.24864e-06 4.81569e-35 9.79158e-06 6.4413e-06 7.52902e-06 5.59838e-06 7.13813e-06 5.31522e-06 0 6.44004e-06 1.36613e-05 0 6.6098e-06 Variance: 4.78116e-08 Variances/cluster: 1.11797e-07 0 4.95715e-08 2.74316e-08 5.45107e-08 8.88687e-08 7.5794e-07 4.41962e-08 2.97161e-08 3.1053e-08 3.427e-08 5.22228e-08 3.87708e-08 2.72576e-06 4.09627e-08 0 6.86694e-32 0 2.33292e-08 3.23821e-08 5.26136e-08 0 3.46049e-08 0 3.28732e-08 4.08314e-08 2.67973e-31 5.3199e-08 3.31997e-08 3.36086e-08 2.7043e-08 1.58576e-07 2.42683e-08 0 2.9675e-08 5.71421e-08 0 5.55397e-08 -------------------------------------------------------------- Initialization seed trial #349 of 1000; initialization seed = 493577574 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 33 BIC score: 504580 Distortion: 0.0361567 Distortions/cluster: 9.23755e-06 0.000274798 6.4965e-06 2.45348e-05 8.57477e-06 3.91281e-06 1.03304e-05 8.59381e-06 4.00626e-06 3.61502e-06 2.90635e-06 9.51616e-06 6.01859e-06 1.04221e-05 1.27749e-35 1.08283e-34 9.34657e-06 1.59192e-05 1.26469e-05 4.83145e-06 1.39664e-05 6.39492e-06 5.11474e-06 1.22239e-05 6.91823e-06 6.18266e-06 2.37044e-35 4.33266e-06 5.54542e-06 5.12537e-06 6.54844e-06 0.0356196 3.68078e-06 4.27901e-06 6.67532e-06 0 9.91303e-06 1.45717e-05 Variance: 6.14701e-06 Variances/cluster: 5.24691e-08 2.95454e-06 5.59994e-08 2.72576e-06 2.93631e-08 2.27464e-08 5.21696e-08 5.84563e-08 2.58438e-08 2.9387e-08 3.02717e-08 8.20295e-08 2.6395e-08 5.31567e-08 0 0 4.74292e-08 7.5794e-07 4.58185e-08 2.94575e-08 4.25665e-08 4.12539e-08 2.28317e-08 3.59411e-08 1.57182e-07 2.8754e-08 0 2.65782e-08 2.96521e-08 2.24777e-08 3.11803e-08 0.035575 2.68641e-08 2.25184e-08 3.14845e-08 0 5.6307e-08 4.88825e-08 -------------------------------------------------------------- Initialization seed trial #350 of 1000; initialization seed = 493577575 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 505363 Distortion: 0.0359139 Distortions/cluster: 1.22482e-05 1.26662e-05 7.29624e-06 9.64575e-06 8.10521e-06 1.08283e-34 0.0356196 8.8712e-06 3.1695e-05 0 6.59861e-06 4.35604e-05 6.23487e-06 7.14839e-06 8.21103e-06 2.37044e-35 6.08092e-06 1.18544e-05 4.43671e-06 7.12131e-06 4.81569e-35 6.88306e-06 1.27749e-35 5.97307e-06 6.51758e-06 9.89451e-06 6.61172e-06 5.73672e-06 5.1888e-06 5.11331e-06 7.23333e-06 5.5155e-06 0 3.90836e-06 9.62929e-06 1.26143e-05 8.36625e-06 3.41863e-06 Variance: 6.10573e-06 Variances/cluster: 3.42098e-08 4.45845e-08 3.90141e-08 2.69411e-08 5.19409e-08 0 0.035575 4.69225e-08 3.10701e-07 0 5.49836e-08 2.7222e-06 3.38819e-08 2.79203e-08 5.3662e-08 0 2.4517e-08 4.21729e-08 4.22518e-08 3.25146e-08 2.67973e-31 4.41078e-08 0 2.77789e-08 2.56575e-08 5.23351e-08 3.53535e-08 4.41248e-08 3.7597e-08 1.7043e-07 2.76057e-08 1.37842e-07 0 2.98313e-08 3.30795e-08 3.22587e-08 5.13102e-08 3.79818e-08 -------------------------------------------------------------- Initialization seed trial #351 of 1000; initialization seed = 493577576 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 64 BIC score: 566653 Distortion: 0.00898963 Distortions/cluster: 2.75265e-06 8.43566e-06 1.57317e-05 4.53299e-06 4.81569e-35 5.81691e-06 6.34074e-06 6.52289e-06 4.97354e-06 5.97869e-06 1.20534e-05 4.27414e-06 6.27661e-06 5.30768e-06 2.45348e-05 1.04189e-05 7.23482e-06 2.85499e-06 6.29804e-06 1.08283e-34 6.18134e-06 0 8.00262e-06 1.27749e-35 3.7569e-06 0.00872182 6.02469e-06 1.20902e-05 1.43268e-05 8.73425e-06 1.59192e-05 9.3257e-06 7.31274e-06 5.50254e-06 3.69802e-06 5.8753e-06 1.54583e-05 5.2653e-06 Variance: 1.52833e-06 Variances/cluster: 1.14655e-07 5.8576e-08 4.28517e-08 2.27761e-08 2.67973e-31 3.95676e-08 2.45744e-08 2.97823e-08 3.05099e-08 4.49378e-08 4.89821e-08 1.64378e-07 4.97989e-08 3.17797e-08 2.72576e-06 5.26165e-08 2.84811e-08 1.0977e-07 2.90207e-08 0 2.94324e-08 0 9.09302e-08 0 2.74194e-08 0.156503 3.44237e-08 4.57925e-08 5.68347e-08 4.6198e-08 7.5794e-07 3.12912e-08 4.08496e-08 3.2365e-08 2.98193e-08 2.34055e-08 3.97258e-08 2.49512e-08 -------------------------------------------------------------- Initialization seed trial #352 of 1000; initialization seed = 493577577 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 718388 Distortion: 0.000293663 Distortions/cluster: 5.70779e-06 5.11331e-06 5.74255e-06 6.15024e-06 1.23894e-05 0 3.74864e-06 7.27333e-06 1.52748e-05 5.69218e-06 9.88188e-06 6.03221e-06 3.7964e-06 4.43654e-06 5.83568e-06 1.13987e-05 9.64317e-35 4.74675e-06 6.2443e-06 1.0556e-05 9.98243e-06 1.27749e-35 1.08283e-34 5.75919e-06 4.81569e-35 4.67448e-06 8.07174e-06 2.37044e-35 3.14299e-05 7.3079e-06 6.64451e-06 3.44856e-06 5.31328e-06 4.35604e-05 1.0529e-05 9.01847e-06 8.36956e-06 9.53287e-06 Variance: 4.99257e-08 Variances/cluster: 3.28002e-08 1.7043e-07 4.48598e-08 3.45488e-08 4.30045e-08 0 2.21787e-08 2.53404e-08 4.80184e-08 2.52964e-08 5.3982e-08 2.36537e-08 2.4333e-08 4.22501e-08 1.42286e-07 3.4847e-08 6.86694e-32 2.56555e-08 3.20192e-08 5.35676e-08 4.33983e-08 0 0 3.97153e-08 2.67973e-31 2.43436e-08 5.80651e-08 0 3.11154e-07 2.85441e-08 2.75682e-08 2.80338e-08 2.78158e-08 2.7222e-06 5.37021e-08 5.00979e-08 3.63862e-08 4.7412e-08 -------------------------------------------------------------- Initialization seed trial #353 of 1000; initialization seed = 493577578 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 505720 Distortion: 0.0358986 Distortions/cluster: 4.27367e-06 5.83568e-06 5.32804e-06 1.64132e-05 4.81569e-35 8.34504e-06 6.05502e-06 7.02485e-06 5.66899e-06 7.79673e-06 5.16978e-06 2.25244e-05 1.61895e-05 1.08283e-34 2.37044e-35 5.29846e-06 9.81181e-06 9.44028e-06 0 5.30958e-06 4.9244e-06 2.45348e-05 8.39942e-06 7.62974e-06 4.56695e-06 0 1.27749e-35 6.82539e-06 1.45035e-05 9.92865e-06 6.73895e-06 0.0356196 6.04979e-06 1.91335e-05 0 5.92147e-06 3.53383e-06 1.59192e-05 Variance: 6.10314e-06 Variances/cluster: 3.41864e-08 1.42286e-07 2.30631e-08 4.08156e-08 2.67973e-31 5.83519e-08 4.29396e-08 4.50276e-08 2.35201e-08 2.8662e-08 4.45631e-08 5.77363e-08 4.28153e-08 0 0 3.08014e-08 3.16478e-08 5.1302e-08 0 2.24013e-08 2.52504e-08 2.72576e-06 9.43662e-08 3.36081e-08 1.69132e-07 0 0 3.13064e-08 5.82282e-08 4.39285e-08 2.90446e-08 0.035575 2.68856e-08 6.52816e-08 0 2.93117e-08 2.67691e-08 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #354 of 1000; initialization seed = 493577579 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 600580 Distortion: 0.00421134 Distortions/cluster: 9.3146e-06 1.15156e-05 8.90071e-06 3.1695e-05 5.11331e-06 1.60983e-05 6.86395e-06 9.43667e-06 6.38054e-06 9.0712e-06 4.81569e-35 7.93285e-06 4.6562e-06 9.64317e-35 9.2008e-06 5.04921e-06 7.65897e-06 6.74775e-06 5.5155e-06 8.9468e-06 9.11451e-06 7.47931e-06 8.37496e-06 6.81591e-06 8.35799e-06 2.37044e-35 8.39602e-06 7.45877e-06 6.26766e-06 9.19552e-06 6.72043e-06 0 0 4.35604e-05 0.00391362 0 0 5.87827e-06 Variance: 7.15971e-07 Variances/cluster: 4.37269e-08 3.33757e-08 4.97087e-08 3.10701e-07 1.7043e-07 4.95172e-08 2.98397e-08 5.32984e-08 2.57257e-08 5.18187e-08 2.67973e-31 3.25088e-08 3.30198e-08 6.86694e-32 5.05376e-08 3.1165e-08 2.67773e-08 2.76524e-08 1.37842e-07 5.0543e-08 2.70429e-08 4.6165e-08 5.85612e-08 5.87524e-08 4.64179e-08 0 3.45485e-08 2.43729e-08 3.52082e-08 3.36723e-08 3.08175e-08 0 0 2.7222e-06 0.00391989 0 0 2.77249e-08 -------------------------------------------------------------- Initialization seed trial #355 of 1000; initialization seed = 493577580 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 716455 Distortion: 0.000312506 Distortions/cluster: 1.10739e-05 3.84327e-06 5.63569e-06 1.08283e-34 4.35604e-05 5.74186e-06 6.5241e-06 9.64317e-35 0 6.05629e-06 9.20234e-06 3.14299e-05 4.81569e-35 6.4554e-06 9.78121e-06 1.27749e-35 2.37044e-35 3.7821e-06 8.23569e-06 1.01861e-05 3.79912e-06 0 5.62682e-06 2.2375e-05 0 3.45786e-06 3.44777e-06 1.9041e-05 0 6.50376e-06 1.03929e-05 1.43989e-05 7.90279e-06 0 1.6677e-05 1.20889e-05 8.58142e-06 1.6704e-05 Variance: 5.31291e-08 Variances/cluster: 1.97697e-07 2.66862e-08 2.50453e-08 0 2.7222e-06 2.25151e-08 2.74098e-08 6.86694e-32 0 3.44076e-08 4.97378e-08 3.11154e-07 2.67973e-31 3.00225e-08 3.14477e-08 0 0 2.64458e-08 2.95161e-08 5.17022e-08 2.19577e-08 0 2.53438e-08 5.75009e-08 0 2.95509e-08 2.19578e-08 6.49662e-08 0 3.35216e-08 7.9939e-08 5.80413e-08 3.4965e-08 0 4.41045e-08 4.52731e-08 5.91772e-08 4.11296e-08 -------------------------------------------------------------- Initialization seed trial #356 of 1000; initialization seed = 493577581 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 86 BIC score: 716123 Distortion: 0.000315013 Distortions/cluster: 1.08283e-34 1.4294e-05 5.98623e-06 6.5003e-06 4.81569e-35 8.59381e-06 1.27749e-35 4.35604e-05 1.53496e-05 5.03706e-06 1.9651e-05 1.02268e-05 5.94463e-06 1.02091e-05 3.58104e-05 7.55737e-06 4.93685e-06 5.83244e-06 9.91229e-06 0 1.06402e-05 1.31035e-05 1.31108e-05 9.64317e-35 6.96985e-06 9.86432e-06 1.04817e-05 6.2542e-06 2.37044e-35 9.58303e-06 0 0 5.90712e-06 5.80267e-06 0 0 1.38932e-05 0 Variance: 5.35554e-08 Variances/cluster: 0 4.68618e-08 3.28877e-08 2.95434e-08 2.67973e-31 5.84563e-08 0 2.7222e-06 4.94989e-08 2.31038e-08 6.19701e-08 3.23602e-08 2.35871e-08 5.39988e-08 3.16869e-07 3.22936e-08 2.78894e-08 2.91596e-08 1.19416e-07 0 5.37213e-08 4.66274e-08 7.48961e-08 6.86694e-32 3.00398e-08 3.12135e-08 5.29339e-08 3.30881e-08 0 4.78997e-08 0 0 2.53503e-08 2.55602e-08 0 0 3.86872e-08 0 -------------------------------------------------------------- Initialization seed trial #357 of 1000; initialization seed = 493577582 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 600396 Distortion: 0.00421371 Distortions/cluster: 9.17147e-06 5.6369e-06 7.91672e-06 4.54265e-06 4.79257e-06 8.38623e-06 8.68425e-06 4.31395e-06 9.28e-06 1.23361e-05 8.08492e-06 0 4.81569e-35 4.35604e-05 9.64317e-35 3.71477e-06 1.34172e-05 4.00217e-06 4.99183e-06 1.40856e-05 6.51869e-06 7.9979e-06 3.38104e-05 5.48953e-06 6.13706e-06 2.37044e-35 9.51385e-06 0 1.11254e-05 7.44855e-06 7.16056e-06 9.22939e-06 6.33368e-06 6.04735e-06 6.37042e-06 9.98828e-06 0 0.00391362 Variance: 7.16374e-07 Variances/cluster: 5.15086e-08 2.55041e-08 5.00896e-08 2.93048e-08 2.66231e-08 5.40886e-08 2.73919e-08 4.10817e-08 1.18965e-07 4.45203e-08 4.64501e-08 0 2.67973e-31 2.7222e-06 6.86694e-32 3.75196e-08 4.4121e-08 3.77532e-08 5.67205e-08 4.67918e-08 2.98996e-08 3.31834e-08 3.13025e-07 2.30632e-08 1.46074e-07 0 4.32413e-08 0 3.47554e-08 5.03242e-08 2.91045e-08 3.01588e-08 4.39695e-08 3.34074e-08 2.84366e-08 2.98132e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #358 of 1000; initialization seed = 493577583 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 504778 Distortion: 0.0359163 Distortions/cluster: 8.61535e-06 5.16692e-06 1.15389e-05 4.81569e-35 9.1114e-06 1.09074e-05 5.29922e-06 4.36467e-06 3.35567e-05 5.26674e-06 6.67553e-06 5.76251e-06 5.88149e-06 2.37044e-35 4.44001e-06 1.25075e-05 7.95226e-06 5.94151e-06 9.23442e-06 7.16268e-06 4.37894e-06 6.40212e-06 1.22127e-05 6.04618e-06 0.0356196 4.35604e-05 5.62653e-06 1.04067e-05 1.08283e-34 9.60719e-06 5.60129e-06 4.03707e-06 1.27749e-35 5.88246e-06 8.78316e-06 5.19877e-06 3.7913e-06 5.84709e-06 Variance: 6.10614e-06 Variances/cluster: 5.90043e-08 6.07689e-08 4.33655e-08 2.67973e-31 3.0883e-08 5.11927e-08 4.3422e-08 3.16244e-08 3.13581e-07 2.29968e-08 3.00673e-08 4.39742e-08 4.22992e-08 0 2.37408e-08 4.58112e-08 4.84739e-08 3.17698e-08 3.02742e-08 3.03477e-08 2.07514e-08 1.48839e-07 4.37587e-08 6.04562e-08 0.035575 2.7222e-06 2.90002e-08 3.36677e-08 0 5.08278e-08 3.04391e-08 2.20579e-08 0 3.67622e-08 9.14843e-08 5.71243e-08 2.49398e-08 2.55309e-08 -------------------------------------------------------------- Initialization seed trial #359 of 1000; initialization seed = 493577584 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 600984 Distortion: 0.00421887 Distortions/cluster: 7.61238e-06 4.08341e-05 1.1209e-05 6.20973e-06 6.10346e-06 9.35368e-06 6.72404e-06 1.03679e-05 9.14423e-06 1.48186e-05 7.86543e-06 0.00391362 3.30036e-06 0 8.25914e-06 9.64317e-35 1.36369e-05 2.37044e-35 1.00574e-05 0 4.81569e-35 6.89705e-06 0 0 1.05296e-05 9.62534e-06 5.7854e-06 3.41139e-05 8.42422e-06 1.25051e-05 1.29141e-05 8.07908e-06 1.05155e-05 0 9.28961e-06 5.47958e-06 5.59689e-06 0 Variance: 7.17252e-07 Variances/cluster: 3.96444e-08 2.72194e-06 3.12201e-08 3.08906e-08 2.51144e-08 5.25318e-08 5.51103e-08 5.31516e-08 2.61989e-08 4.39575e-08 4.65368e-08 0.00391989 3.75011e-08 0 4.41624e-08 6.86694e-32 4.78334e-08 0 3.50401e-08 0 2.67973e-31 2.99845e-08 0 0 1.94941e-07 5.46729e-08 5.35653e-08 3.34414e-07 6.68535e-08 3.21439e-08 3.73119e-08 2.85455e-08 3.21543e-08 0 4.73807e-08 2.54834e-08 4.40662e-08 0 -------------------------------------------------------------- Initialization seed trial #360 of 1000; initialization seed = 493577585 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 718141 Distortion: 0.000296869 Distortions/cluster: 5.11331e-06 8.99546e-06 3.30925e-06 4.59966e-06 4.81569e-35 6.79883e-06 1.08283e-34 1.44484e-05 6.0423e-06 6.1832e-06 8.68294e-06 1.04779e-05 6.08153e-06 1.58946e-05 5.5155e-06 3.73521e-06 4.87387e-06 0 4.34617e-06 1.27749e-35 8.0407e-06 4.03436e-06 5.4145e-06 8.35888e-06 5.88988e-06 1.2209e-05 9.74715e-06 7.74806e-06 7.95803e-06 9.58475e-06 9.64317e-35 1.12834e-05 1.04304e-05 4.35604e-05 2.37044e-35 5.81676e-06 3.1695e-05 0 Variance: 5.04708e-08 Variances/cluster: 1.7043e-07 5.19801e-08 2.58513e-08 2.44641e-08 2.67973e-31 4.35783e-08 0 3.86195e-08 2.96165e-08 2.82313e-08 5.26081e-08 5.29018e-08 2.67877e-08 4.41372e-08 1.37842e-07 2.91779e-08 2.5251e-08 0 2.16208e-08 0 4.27656e-08 3.38992e-08 2.36413e-08 5.84487e-08 2.53852e-08 4.58949e-08 3.1541e-08 2.85882e-08 3.34342e-08 4.767e-08 6.86694e-32 4.71958e-08 5.26747e-08 2.7222e-06 0 3.92993e-08 3.10701e-07 0 -------------------------------------------------------------- Initialization seed trial #361 of 1000; initialization seed = 493577586 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 506419 Distortion: 0.0359242 Distortions/cluster: 2.94549e-06 1.52425e-05 5.3656e-06 5.67046e-06 0.0356196 2.92095e-06 2.37044e-35 6.41358e-06 9.30915e-06 1.05286e-05 1.29504e-05 9.51189e-06 6.6767e-06 1.33759e-05 1.1498e-05 6.95639e-06 0 1.77436e-05 9.48466e-06 0 0 1.45947e-05 8.54837e-06 1.08283e-34 1.27749e-35 9.52383e-06 4.81021e-06 8.19594e-06 1.15187e-05 5.57105e-06 2.39707e-05 5.3051e-06 4.35604e-05 1.31059e-05 9.32609e-06 0 4.81569e-35 0 Variance: 6.10748e-06 Variances/cluster: 1.1778e-07 4.80681e-08 5.58868e-08 3.20337e-08 0.035575 3.6509e-08 0 3.1283e-08 4.06476e-08 5.34277e-08 4.30104e-08 2.53628e-08 5.05774e-08 3.45597e-08 3.46213e-08 3.68033e-08 0 3.29157e-08 5.23845e-08 0 0 3.47464e-08 3.68431e-08 0 0 4.78431e-08 1.65857e-07 4.65538e-08 3.83828e-07 4.22017e-08 2.47097e-07 4.14425e-08 2.7222e-06 3.37751e-08 3.36652e-08 0 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #362 of 1000; initialization seed = 493577587 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 689931 Distortion: 0.000558264 Distortions/cluster: 1.27749e-35 5.43007e-06 8.54662e-06 2.37044e-35 5.8307e-06 5.7151e-06 3.62871e-05 8.5278e-06 8.16803e-06 7.93453e-06 7.0278e-06 5.66076e-06 0 7.69718e-06 1.03922e-05 6.54585e-06 5.49493e-06 1.03973e-05 8.26096e-06 7.9219e-06 6.36776e-06 8.1198e-06 8.86728e-06 5.49693e-06 8.49752e-06 5.42328e-06 9.64317e-35 6.52956e-06 9.5185e-06 5.17661e-06 1.29572e-05 5.4969e-06 6.49458e-06 0 1.26874e-05 0.000300791 0 1.08283e-34 Variance: 9.49105e-08 Variances/cluster: 0 2.91905e-08 3.79724e-08 0 4.41574e-08 3.78446e-08 3.35956e-07 5.84046e-08 4.9789e-08 3.39053e-08 3.67826e-08 2.51567e-08 0 3.40554e-08 5.24817e-08 2.58706e-08 2.40979e-08 4.72451e-08 4.58794e-08 4.32852e-08 3.53732e-08 5.34036e-08 3.01582e-08 4.99566e-08 1.88775e-07 2.57002e-08 6.86694e-32 2.81422e-08 9.06454e-08 2.52488e-08 3.85507e-08 2.84789e-08 2.3276e-08 0 4.59652e-08 1.87971e-05 0 0 -------------------------------------------------------------- Initialization seed trial #363 of 1000; initialization seed = 493577588 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 494794 Distortion: 0.0449262 Distortions/cluster: 6.70546e-06 7.01773e-06 6.03737e-06 6.74794e-06 7.71992e-06 6.68221e-06 5.33747e-06 4.81021e-06 6.61555e-06 5.90394e-06 0.0446389 5.91801e-06 8.18639e-06 8.4698e-06 7.54218e-06 6.31091e-06 2.85499e-06 4.86054e-06 9.77718e-06 5.17664e-06 6.55891e-06 5.49067e-06 4.81569e-35 6.26139e-06 8.7429e-06 2.75265e-06 4.35604e-05 5.81382e-06 7.55718e-06 1.03124e-05 1.27749e-35 3.10001e-05 3.90675e-06 1.23152e-05 8.22066e-06 1.08283e-34 5.83421e-06 6.28412e-06 Variance: 7.63791e-06 Variances/cluster: 4.62297e-08 3.29442e-08 4.2504e-08 4.29667e-08 2.82757e-08 3.88376e-08 2.91631e-08 1.65857e-07 3.03439e-08 3.27964e-08 0.0422886 2.44519e-08 5.3501e-08 5.84074e-08 2.92307e-08 2.92076e-08 1.0977e-07 4.26223e-08 2.97153e-08 2.5005e-08 4.31364e-08 2.67811e-08 2.67973e-31 3.36602e-08 3.27421e-08 1.14655e-07 2.7222e-06 4.0092e-08 5.13932e-08 5.23432e-08 0 3.09968e-07 2.75032e-08 4.59485e-08 2.58489e-08 0 3.6002e-08 4.21615e-08 -------------------------------------------------------------- Initialization seed trial #364 of 1000; initialization seed = 493577589 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 600401 Distortion: 0.00421378 Distortions/cluster: 3.3472e-06 3.95002e-06 7.37677e-06 3.176e-06 3.2424e-06 7.53576e-06 5.5155e-06 1.30906e-05 5.61506e-06 3.1695e-05 3.15042e-06 6.76689e-06 1.06771e-05 1.6363e-05 1.55114e-05 6.10478e-06 9.53319e-06 0 1.61858e-05 5.11331e-06 4.28931e-06 3.1992e-06 9.64317e-35 5.70605e-06 1.04189e-05 1.20902e-05 7.45277e-06 7.60774e-06 1.20313e-05 4.81569e-35 2.37044e-35 0 5.44882e-06 8.43566e-06 5.9681e-06 0 0.00391362 4.35604e-05 Variance: 7.16386e-07 Variances/cluster: 2.14541e-08 2.351e-08 2.84793e-08 2.07557e-08 2.81916e-08 3.33412e-08 1.37842e-07 5.0527e-08 2.51775e-08 3.10701e-07 2.66954e-08 2.89158e-08 4.91875e-08 4.04893e-08 6.30347e-08 2.96323e-08 3.13561e-08 0 4.40886e-08 1.7043e-07 2.49357e-08 2.47971e-08 6.86694e-32 3.93489e-08 5.26165e-08 4.57925e-08 4.11718e-08 4.34687e-08 5.51715e-08 2.67973e-31 0 0 3.14933e-08 5.8576e-08 2.47617e-08 0 0.00391989 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #365 of 1000; initialization seed = 493577590 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 715235 Distortion: 0.00032348 Distortions/cluster: 7.81017e-06 4.12202e-06 4.35604e-05 5.39222e-06 9.64317e-35 4.67605e-05 9.69177e-06 4.74241e-06 6.61917e-06 4.49026e-06 3.63654e-06 2.37044e-35 6.37584e-06 7.75184e-06 4.81569e-35 5.11331e-06 2.83164e-05 5.66462e-06 6.15227e-06 3.14299e-05 6.13371e-06 5.14105e-06 2.35838e-06 6.26955e-06 4.54447e-06 0 1.08283e-34 0 3.44969e-06 4.38512e-06 4.90428e-06 6.60188e-06 0 3.49568e-05 3.89356e-06 8.47308e-06 1.27749e-35 4.73877e-06 Variance: 5.49949e-08 Variances/cluster: 3.39543e-08 3.32392e-08 2.7222e-06 5.6755e-08 6.86694e-32 8.43786e-08 3.06675e-08 3.67595e-08 5.56184e-08 2.46688e-08 2.77574e-08 0 2.66748e-08 4.37922e-08 2.67973e-31 1.7043e-07 4.79782e-08 2.47342e-08 2.82188e-08 3.11154e-07 1.45992e-07 3.80788e-08 2.67969e-08 3.18219e-08 2.24948e-08 0 0 0 3.79057e-08 2.77506e-08 2.39212e-08 2.35761e-08 0 6.1416e-08 3.19114e-08 5.13481e-08 0 3.15892e-08 -------------------------------------------------------------- Initialization seed trial #366 of 1000; initialization seed = 493577591 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 500326 Distortion: 0.0398249 Distortions/cluster: 4.81569e-35 7.50822e-06 3.1695e-05 6.45693e-06 7.51935e-06 5.47398e-06 6.44199e-06 9.21671e-06 7.80963e-06 3.58791e-06 0.00391362 6.67675e-06 7.83395e-06 4.23799e-06 5.64482e-06 1.30209e-05 0.0356196 5.51907e-06 3.82061e-06 5.19404e-06 4.33145e-06 6.50957e-06 1.02334e-05 4.90576e-06 6.8734e-06 7.23545e-06 6.48363e-06 5.9188e-06 7.1633e-06 2.37044e-35 6.79211e-06 8.08685e-06 0 4.35604e-05 5.5351e-06 1.20977e-05 5.11331e-06 1.3221e-05 Variance: 6.77064e-06 Variances/cluster: 2.67973e-31 2.51089e-08 3.10701e-07 4.27469e-08 4.39585e-08 2.97465e-08 4.70178e-08 3.62831e-08 3.19962e-08 2.94057e-08 0.00391989 2.6388e-08 3.67673e-08 2.31559e-08 4.74325e-08 3.6988e-08 0.035575 1.37931e-07 4.39005e-08 4.76369e-08 2.27944e-08 4.25325e-08 3.02736e-08 4.22771e-08 3.30423e-08 2.92907e-08 4.59684e-08 3.32409e-08 5.0078e-08 0 2.81803e-08 5.73486e-08 0 2.7222e-06 3.4376e-08 4.51369e-08 1.7043e-07 4.55856e-08 -------------------------------------------------------------- Initialization seed trial #367 of 1000; initialization seed = 493577592 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 93 BIC score: 600874 Distortion: 0.00419119 Distortions/cluster: 4.92538e-06 1.0481e-05 1.59192e-05 5.89924e-06 1.58946e-05 1.07336e-05 8.77143e-06 0.00391362 5.80856e-06 5.14573e-06 4.07945e-06 5.28499e-06 1.29678e-05 9.56164e-06 1.00229e-05 2.37044e-35 8.94876e-06 1.46704e-05 9.6706e-06 1.00425e-05 9.64317e-35 0 4.24588e-06 7.13813e-06 0 2.45348e-05 7.53529e-06 8.59381e-06 0 1.14102e-05 4.88747e-06 0 4.81569e-35 4.20913e-06 8.9181e-06 7.63299e-06 1.02968e-05 9.33552e-06 Variance: 7.12545e-07 Variances/cluster: 3.28321e-08 5.2401e-08 7.5794e-07 3.25896e-08 4.41372e-08 1.11797e-07 5.28241e-08 0.00391989 3.31887e-08 2.70804e-08 2.27878e-08 2.28767e-08 4.6145e-08 3.85516e-08 5.24591e-08 0 2.96291e-08 3.89008e-08 4.76231e-08 3.13798e-08 6.86694e-32 0 2.27026e-08 1.58576e-07 0 2.72576e-06 3.31922e-08 5.84563e-08 0 4.733e-08 2.46821e-08 0 2.67973e-31 2.53532e-08 5.18327e-08 4.48959e-08 2.99298e-08 8.72411e-08 -------------------------------------------------------------- Initialization seed trial #368 of 1000; initialization seed = 493577593 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 33 BIC score: 690414 Distortion: 0.000550213 Distortions/cluster: 1.27749e-35 7.49486e-06 5.7841e-06 7.28946e-06 8.72537e-06 6.22149e-06 6.24695e-06 6.75839e-06 4.49391e-06 5.83433e-06 2.37044e-35 6.19816e-06 6.49509e-06 5.84067e-06 5.02364e-06 3.20243e-06 5.89903e-06 8.55079e-06 4.46322e-06 6.20072e-06 9.64317e-35 6.26435e-06 9.83658e-06 1.04618e-05 0.000296857 3.4997e-05 4.61663e-06 1.08283e-34 6.48768e-06 1.32564e-05 1.01568e-05 8.75112e-06 5.20369e-06 1.11417e-05 4.02531e-06 0 8.8879e-06 8.54552e-06 Variance: 9.35418e-08 Variances/cluster: 0 4.43338e-08 1.41029e-07 3.37445e-08 5.52074e-08 2.59206e-08 4.19224e-08 2.83941e-08 4.93806e-08 2.53644e-08 0 5.48462e-08 1.58403e-07 2.55029e-08 2.30422e-08 3.85805e-08 3.511e-08 5.14942e-08 2.5357e-08 3.24617e-08 6.86694e-32 3.01135e-08 2.73207e-08 3.24869e-08 1.9788e-05 3.93182e-07 4.31423e-08 0 3.01726e-08 4.22044e-08 5.2609e-08 5.14724e-08 3.97196e-08 4.43746e-08 3.07249e-08 0 4.67634e-08 3.17573e-08 -------------------------------------------------------------- Initialization seed trial #369 of 1000; initialization seed = 493577594 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 78 BIC score: 725128 Distortion: 0.000257722 Distortions/cluster: 9.36428e-06 1.15721e-05 1.07455e-05 7.56573e-06 4.81569e-35 1.07336e-05 8.59433e-06 1.90504e-06 5.95309e-06 2.90035e-06 5.71859e-06 9.64317e-35 1.59795e-05 7.9424e-06 8.10475e-06 1.51356e-05 1.37663e-05 6.89934e-06 0 8.60981e-06 7.13813e-06 7.21806e-06 7.42733e-06 7.22753e-06 5.51394e-06 1.08283e-34 1.27685e-05 2.37044e-35 5.25522e-06 6.94944e-06 7.90576e-06 4.89178e-06 0 8.477e-06 9.85484e-06 1.11958e-05 4.40865e-06 1.27749e-35 Variance: 4.38154e-08 Variances/cluster: 4.63428e-08 3.43357e-08 2.84248e-08 3.12597e-08 2.67973e-31 1.11797e-07 2.61993e-08 5.01283e-08 3.0216e-08 3.53673e-08 5.39457e-08 6.86694e-32 4.41277e-08 4.48579e-08 5.00133e-08 3.91986e-08 3.59403e-08 4.85723e-08 0 5.28043e-08 1.58576e-07 3.8596e-08 2.82384e-08 5.55912e-08 4.37577e-08 0 3.20787e-08 0 1.75159e-06 4.08725e-07 3.5448e-08 4.25232e-08 0 6.52024e-08 8.95767e-07 3.18938e-08 4.27987e-08 0 -------------------------------------------------------------- Initialization seed trial #370 of 1000; initialization seed = 493577595 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 81 BIC score: 505338 Distortion: 0.0359158 Distortions/cluster: 1.34722e-05 6.3281e-06 8.10157e-06 6.78307e-06 2.87755e-05 6.71731e-06 0.0356196 6.96384e-06 5.99617e-06 7.12974e-06 1.28527e-05 7.20802e-06 7.32379e-06 9.89451e-06 5.86226e-06 1.12125e-05 7.30492e-06 8.54536e-06 6.64466e-06 5.57405e-06 7.1242e-06 8.59117e-06 1.08283e-34 4.81569e-35 7.58238e-06 5.2913e-06 8.25699e-06 2.37044e-35 0 5.73189e-06 0 4.35604e-05 1.13215e-05 8.70747e-06 8.85576e-06 1.27749e-35 0 8.55329e-06 Variance: 6.10606e-06 Variances/cluster: 4.59761e-08 3.16374e-08 3.17605e-08 1.61488e-07 3.30716e-07 2.77551e-08 0.035575 4.49131e-08 2.59552e-08 3.24051e-08 4.63959e-08 2.99053e-08 2.44921e-08 5.23351e-08 2.84551e-08 5.69118e-08 2.69531e-08 2.6618e-08 3.32199e-08 3.14814e-08 4.53623e-08 5.84383e-08 0 2.67973e-31 2.87187e-08 1.35629e-07 5.12691e-08 0 0 4.06484e-08 0 2.7222e-06 4.16099e-08 3.64297e-08 4.68408e-08 0 0 5.48124e-08 -------------------------------------------------------------- Initialization seed trial #371 of 1000; initialization seed = 493577596 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 600439 Distortion: 0.00421613 Distortions/cluster: 6.31824e-06 8.8669e-06 1.19424e-05 9.64317e-35 9.38441e-06 8.61535e-06 5.26883e-06 1.43695e-05 9.41563e-06 9.19216e-06 5.05939e-06 4.12728e-06 5.84362e-06 4.9975e-06 5.91208e-06 1.44708e-05 4.35604e-05 4.4415e-06 3.79601e-06 2.37044e-35 0.00391362 4.81569e-35 6.14007e-06 6.07414e-06 0 9.73208e-06 9.44531e-06 0 3.38104e-05 0 9.62433e-06 9.29147e-06 1.03679e-05 0 6.84801e-06 7.51748e-06 1.2289e-05 5.78631e-06 Variance: 7.16785e-07 Variances/cluster: 3.06684e-08 7.32735e-08 4.54046e-08 6.86694e-32 5.045e-08 5.90043e-08 2.80228e-08 4.83666e-08 5.34817e-08 4.71241e-08 2.84211e-08 3.24954e-08 3.12462e-08 2.46161e-08 2.52631e-08 4.41039e-08 2.7222e-06 2.88384e-08 2.87551e-08 0 0.00391989 2.67973e-31 2.9948e-08 2.7989e-08 0 8.31741e-08 3.05647e-08 0 3.13025e-07 0 2.71076e-08 5.24772e-08 5.31516e-08 0 1.55588e-07 3.32601e-08 3.59209e-08 2.29595e-08 -------------------------------------------------------------- Initialization seed trial #372 of 1000; initialization seed = 493577597 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 71 BIC score: 600280 Distortion: 0.00421204 Distortions/cluster: 6.57171e-06 6.32646e-06 7.12292e-06 5.84067e-06 3.35567e-05 5.13442e-06 9.64317e-35 5.34644e-06 7.43641e-06 7.26358e-06 1.06012e-05 0.00391362 9.52206e-06 8.20581e-06 2.37044e-35 6.12899e-06 7.01425e-06 1.26942e-05 5.0083e-06 5.89454e-06 6.034e-06 1.25564e-05 0 6.48768e-06 3.63124e-06 7.33221e-06 6.82859e-06 4.35604e-05 0 1.01554e-05 4.81569e-35 5.68866e-06 6.48642e-06 1.00989e-05 0 1.05268e-05 5.84706e-06 1.35125e-05 Variance: 7.16089e-07 Variances/cluster: 2.79623e-08 4.54992e-08 1.58239e-07 2.55029e-08 3.13581e-07 2.77512e-08 6.86694e-32 4.90347e-08 3.37989e-08 4.42758e-08 5.54994e-08 0.00391989 4.26963e-08 2.88912e-08 0 2.93219e-08 5.61091e-08 4.36088e-08 3.29465e-08 2.35755e-08 4.50151e-08 4.37359e-08 0 3.01726e-08 3.86272e-08 5.23573e-08 4.80732e-08 2.7222e-06 0 3.33952e-08 2.67973e-31 2.35048e-08 3.30903e-08 7.42507e-08 0 3.25874e-08 2.59846e-08 4.9857e-08 -------------------------------------------------------------- Initialization seed trial #373 of 1000; initialization seed = 493577598 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 721908 Distortion: 0.000272205 Distortions/cluster: 6.04246e-06 8.27794e-06 1.04637e-05 4.13236e-06 1.59192e-05 6.51987e-06 4.81569e-35 5.54749e-06 9.64317e-35 5.77744e-06 5.59397e-06 4.55874e-06 1.05542e-05 8.43835e-06 1.08283e-34 2.45348e-05 4.16305e-06 1.56248e-05 4.23247e-06 1.00121e-05 7.97441e-06 6.66426e-06 6.51044e-06 0 7.8462e-06 1.43752e-05 1.27749e-35 6.79317e-06 8.61102e-06 6.39743e-06 2.37044e-35 6.61018e-06 6.48471e-06 9.02854e-06 1.10713e-05 8.3104e-06 7.67533e-06 7.45944e-06 Variance: 4.62776e-08 Variances/cluster: 4.47442e-08 2.87404e-08 7.98697e-08 2.68303e-08 7.5794e-07 2.96332e-08 2.67973e-31 4.90776e-08 6.86694e-32 1.40867e-07 4.23749e-08 2.39908e-08 4.66851e-08 4.60963e-08 0 2.72576e-06 3.15346e-08 4.35087e-08 2.23913e-08 3.16807e-08 3.42218e-08 5.08685e-08 2.91922e-08 0 5.76877e-08 3.84239e-08 0 3.29737e-08 3.63303e-08 2.3177e-08 0 2.62286e-08 5.58978e-08 5.18715e-08 1.14126e-07 4.17574e-08 5.25549e-08 3.06946e-08 -------------------------------------------------------------- Initialization seed trial #374 of 1000; initialization seed = 493577599 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 600229 Distortion: 0.00420857 Distortions/cluster: 4.89178e-06 7.46891e-06 3.87624e-06 9.17571e-06 4.81569e-35 5.20635e-06 2.93547e-06 7.18013e-06 6.13873e-06 8.0108e-06 3.1695e-05 1.2956e-05 1.42247e-05 7.79742e-06 1.5735e-05 4.35604e-05 5.37039e-06 6.03481e-06 7.06044e-06 3.31837e-06 9.64317e-35 4.95377e-06 8.43566e-06 7.27667e-06 9.85227e-06 1.20902e-05 5.11331e-06 0.00391362 5.85559e-06 5.22333e-06 6.10304e-06 5.49621e-06 2.37044e-35 5.98123e-06 1.04189e-05 0 0 5.5155e-06 Variance: 7.15501e-07 Variances/cluster: 4.25232e-08 3.07336e-08 2.33488e-08 5.21179e-08 2.67973e-31 2.35555e-08 2.64434e-08 4.91642e-08 3.23058e-08 5.13351e-08 3.10701e-07 4.52967e-08 3.84327e-08 4.50572e-08 4.38157e-08 2.7222e-06 2.9343e-08 3.96995e-08 2.90528e-08 3.10101e-08 6.86694e-32 2.1078e-08 5.8576e-08 2.87591e-08 4.60239e-08 4.57925e-08 1.7043e-07 0.00391989 3.30791e-08 2.48701e-08 2.55335e-08 3.14041e-08 0 3.18123e-08 5.26165e-08 0 0 1.37842e-07 -------------------------------------------------------------- Initialization seed trial #375 of 1000; initialization seed = 493577600 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 79 BIC score: 689492 Distortion: 0.00056154 Distortions/cluster: 4.89889e-06 8.74809e-06 5.39063e-06 6.28986e-06 8.05864e-06 5.99154e-06 1.27749e-35 1.48453e-05 6.2844e-06 1.04189e-05 0.000296364 5.48541e-06 7.40868e-06 5.3679e-06 1.08283e-34 5.1673e-06 5.65662e-06 2.22507e-06 0 1.19059e-05 9.64317e-35 5.61126e-06 2.37044e-35 3.10095e-06 3.53631e-06 8.10365e-06 1.6134e-05 1.56962e-05 7.40843e-06 6.7545e-06 4.35604e-05 3.81939e-06 3.13272e-06 1.20902e-05 4.28786e-06 3.2639e-06 8.43566e-06 6.09776e-06 Variance: 9.54676e-08 Variances/cluster: 2.55125e-08 5.26828e-08 2.75008e-08 2.92526e-08 3.58131e-08 3.48313e-08 0 3.9054e-08 1.49579e-07 5.26165e-08 2.99326e-06 2.15095e-08 2.315e-07 4.39847e-08 0 2.44875e-08 3.92789e-08 2.04112e-08 0 4.97996e-08 6.86694e-32 3.26204e-08 0 2.69616e-08 2.65864e-08 4.52571e-08 6.25154e-08 4.28716e-08 2.86015e-08 3.77312e-08 2.7222e-06 2.47983e-08 2.28643e-08 4.57925e-08 3.40276e-08 2.11917e-08 5.8576e-08 2.66255e-08 -------------------------------------------------------------- Initialization seed trial #376 of 1000; initialization seed = 493577601 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 500626 Distortion: 0.0398275 Distortions/cluster: 3.1695e-05 5.25815e-06 7.40868e-06 7.55276e-06 6.71769e-06 8.25642e-06 5.82214e-06 5.89527e-06 4.35604e-05 5.63103e-06 1.15276e-05 0.00391362 4.99202e-06 2.37044e-35 7.61469e-06 7.46193e-06 0 0.0356196 0 1.2017e-05 6.3727e-06 1.08978e-05 0 1.02369e-05 5.64355e-06 8.43566e-06 7.14632e-06 1.03124e-05 7.19945e-06 4.96728e-06 6.34259e-06 4.81569e-35 6.70816e-06 5.57359e-06 7.03351e-06 1.34356e-05 6.40301e-06 6.25026e-06 Variance: 6.77109e-06 Variances/cluster: 3.10701e-07 1.34779e-07 2.315e-07 2.88249e-08 3.67053e-08 3.38348e-08 3.0163e-08 4.53333e-08 2.7222e-06 3.99332e-08 3.3314e-08 0.00391989 2.61336e-08 0 4.47779e-08 3.30145e-08 0 0.035575 0 4.56884e-08 3.40753e-08 3.3013e-08 0 4.6516e-08 4.94894e-08 5.8576e-08 2.63679e-08 5.23432e-08 5.06852e-08 2.52116e-08 2.53681e-08 2.67973e-31 2.37857e-08 2.40214e-08 4.81593e-08 4.30491e-08 3.63774e-08 4.30911e-08 -------------------------------------------------------------- Initialization seed trial #377 of 1000; initialization seed = 493577602 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 500434 Distortion: 0.0398245 Distortions/cluster: 9.25677e-06 5.8674e-06 2.37044e-35 5.34924e-06 7.34345e-06 3.00036e-05 5.44338e-06 7.90156e-06 4.43505e-06 3.82173e-06 5.95485e-06 4.35604e-05 0.0356196 7.81179e-06 7.26373e-06 7.55211e-06 9.05088e-06 9.12668e-06 3.66075e-06 6.38194e-06 3.5604e-06 1.32883e-05 7.93533e-06 6.78933e-06 7.01425e-06 0.00391362 5.2913e-06 7.49183e-06 8.71175e-06 3.72213e-06 6.65723e-06 0 7.07628e-06 5.40812e-06 9.65917e-06 4.81569e-35 7.03831e-06 1.18749e-05 Variance: 6.77057e-06 Variances/cluster: 2.75467e-08 4.10275e-08 0 4.31253e-08 4.89406e-08 3.22584e-07 3.0231e-08 2.44609e-08 3.8553e-08 4.24497e-08 2.80798e-08 2.7222e-06 0.035575 5.38583e-08 4.10343e-08 3.26902e-08 4.2489e-08 3.15775e-08 4.6917e-08 1.72471e-07 3.82808e-08 3.39825e-08 4.2659e-08 3.29545e-08 5.61091e-08 0.00391989 1.35629e-07 4.25535e-08 5.12292e-08 2.88442e-08 2.88165e-08 0 2.77477e-08 3.88948e-08 5.11028e-08 2.67973e-31 2.95693e-08 3.28008e-08 -------------------------------------------------------------- Initialization seed trial #378 of 1000; initialization seed = 493577603 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 721005 Distortion: 0.000282972 Distortions/cluster: 4.81569e-35 6.59861e-06 1.08283e-34 8.50041e-06 5.73081e-06 8.82198e-06 1.27749e-35 0 1.6677e-05 1.9041e-05 6.56047e-06 9.64317e-35 2.37044e-35 6.3951e-06 1.6579e-05 1.01396e-05 1.05966e-05 1.59192e-05 3.41863e-06 0 6.55807e-06 1.01127e-05 5.47604e-06 1.43989e-05 6.17396e-06 5.46093e-06 2.21389e-05 2.45348e-05 3.31121e-06 5.3298e-06 6.84801e-06 7.5113e-06 7.89866e-06 0 0 7.32051e-06 6.00021e-06 8.91956e-06 Variance: 4.81081e-08 Variances/cluster: 2.67973e-31 5.49836e-08 0 6.64042e-08 4.40794e-08 3.61525e-08 0 0 4.41045e-08 6.49662e-08 2.92852e-08 6.86694e-32 0 5.9762e-08 4.09225e-08 1.07857e-07 3.02734e-08 7.5794e-07 3.79818e-08 0 2.9672e-08 3.1698e-08 5.36833e-08 5.80413e-08 3.05606e-08 3.52286e-08 5.70407e-08 2.72576e-06 2.85422e-08 2.5377e-08 1.55588e-07 3.93229e-08 3.13411e-08 0 0 2.78323e-08 2.48944e-08 2.62317e-08 -------------------------------------------------------------- Initialization seed trial #379 of 1000; initialization seed = 493577604 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 93 BIC score: 718335 Distortion: 0.000296805 Distortions/cluster: 8.30551e-06 8.31676e-06 7.04763e-06 6.04427e-06 1.12105e-05 1.08283e-34 8.15679e-06 5.53264e-06 1.37749e-05 1.03714e-05 5.83568e-06 6.93953e-06 6.33284e-06 5.11331e-06 9.47014e-06 9.74352e-06 3.14299e-05 7.93679e-06 8.99492e-06 6.27482e-06 1.10469e-05 5.30328e-06 5.77744e-06 1.2527e-05 5.13344e-06 0 1.27749e-35 6.42557e-06 6.72439e-06 8.55684e-06 9.64317e-35 2.37044e-35 7.18865e-06 7.72962e-06 4.81569e-35 0 0 4.35604e-05 Variance: 5.04599e-08 Variances/cluster: 5.84845e-08 4.61893e-08 3.23258e-08 3.47338e-08 3.46961e-08 0 2.92333e-08 4.32096e-08 4.26328e-08 5.34435e-08 1.42286e-07 2.31297e-08 4.27857e-08 1.7043e-07 4.17148e-08 4.40847e-08 3.11154e-07 5.25458e-08 5.05293e-08 3.07553e-08 3.23928e-08 2.41032e-08 2.68691e-08 4.63813e-08 2.49167e-08 0 0 2.54961e-08 4.80159e-08 3.24094e-08 6.86694e-32 0 4.57841e-08 3.20703e-08 2.67973e-31 0 0 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #380 of 1000; initialization seed = 493577605 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 718091 Distortion: 0.000298137 Distortions/cluster: 5.12243e-06 6.89373e-06 3.22994e-06 4.35604e-05 6.28308e-06 4.8937e-06 7.40868e-06 6.68643e-06 1.08283e-34 6.42028e-06 7.54726e-06 4.72696e-06 6.3194e-06 8.8006e-06 2.37044e-35 5.6905e-06 1.88684e-05 1.27749e-35 6.88382e-06 5.51717e-06 9.64317e-35 5.5155e-06 6.0588e-06 3.1695e-05 4.68999e-06 1.64594e-05 4.48765e-06 0 6.2008e-06 1.6677e-05 8.96298e-06 6.96127e-06 9.57284e-06 6.11204e-06 6.36142e-06 1.353e-05 4.81569e-35 0 Variance: 5.06864e-08 Variances/cluster: 3.76618e-08 3.98448e-08 3.71228e-08 2.7222e-06 3.28928e-08 3.07753e-08 2.315e-07 5.52549e-08 0 2.79118e-08 2.51546e-08 2.70087e-08 2.4026e-08 5.14488e-08 0 2.5177e-08 5.48325e-08 0 2.56837e-08 4.37833e-08 6.86694e-32 1.37842e-07 3.6495e-08 3.10701e-07 3.06508e-08 4.08291e-08 4.23337e-08 0 3.02451e-08 4.41045e-08 3.09038e-08 3.0002e-08 5.40675e-08 2.81637e-08 4.02585e-08 5.68305e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #381 of 1000; initialization seed = 493577606 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 718540 Distortion: 0.000297932 Distortions/cluster: 6.8347e-06 1.26059e-05 9.79401e-06 8.8989e-06 6.50089e-06 1.25956e-05 9.50775e-06 5.5155e-06 6.75197e-06 4.96761e-06 1.27749e-35 2.37044e-35 9.01146e-06 9.64317e-35 1.58946e-05 4.35604e-05 4.81569e-35 0 0 8.21699e-06 1.00377e-05 4.49595e-06 1.98602e-06 3.1695e-05 5.11331e-06 5.3867e-06 5.99322e-06 2.90844e-06 4.98152e-06 8.84108e-06 1.18855e-05 8.39107e-06 7.00208e-06 1.08283e-34 1.41333e-05 0 4.33037e-06 1.00941e-05 Variance: 5.06514e-08 Variances/cluster: 2.74462e-08 3.232e-08 3.31972e-08 5.17211e-08 2.70847e-08 3.44113e-08 4.75235e-08 1.37842e-07 2.97409e-08 3.70687e-08 0 0 5.36235e-08 6.86694e-32 4.41372e-08 2.7222e-06 2.67973e-31 0 0 3.26039e-08 5.25363e-08 4.28159e-08 5.09191e-08 3.10701e-07 1.7043e-07 4.30899e-08 3.54596e-08 3.5466e-08 3.11309e-08 5.02288e-08 4.73373e-08 2.63013e-08 3.82596e-08 0 3.83932e-08 0 4.24509e-08 2.70596e-08 -------------------------------------------------------------- Initialization seed trial #382 of 1000; initialization seed = 493577607 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 566345 Distortion: 0.0090179 Distortions/cluster: 6.04655e-06 1.03963e-05 1.14431e-05 5.15103e-06 5.11331e-06 2.81649e-06 1.27749e-35 6.32285e-06 5.3386e-06 5.51674e-06 1.56888e-05 0 4.35604e-05 3.1695e-05 3.96813e-06 4.14583e-06 5.22416e-06 5.5155e-06 8.18839e-06 4.88094e-06 3.31076e-06 4.51448e-06 1.59379e-05 4.81569e-35 5.8101e-06 8.11069e-06 5.22552e-06 3.53938e-06 0.00872182 7.28381e-06 4.78755e-06 4.0305e-06 1.73823e-05 1.29304e-05 9.48978e-06 1.08283e-34 6.05803e-06 6.66167e-06 Variance: 1.53314e-06 Variances/cluster: 5.44687e-08 4.87934e-08 5.49975e-08 2.65493e-08 1.7043e-07 2.996e-08 0 3.97627e-08 3.05027e-08 3.32299e-08 3.98063e-08 0 2.7222e-06 3.10701e-07 2.89619e-08 3.83843e-08 2.98499e-08 1.37842e-07 3.49901e-08 2.97593e-08 3.80517e-08 4.29913e-08 4.41347e-08 2.67973e-31 2.55921e-08 2.98159e-08 2.22343e-08 4.068e-08 0.156503 4.02383e-08 2.4933e-08 2.17839e-08 6.34191e-08 4.95259e-08 2.98395e-08 0 4.03835e-08 2.94739e-08 -------------------------------------------------------------- Initialization seed trial #383 of 1000; initialization seed = 493577608 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 90 BIC score: 689821 Distortion: 0.000558455 Distortions/cluster: 3.75776e-06 9.52905e-06 0.000300791 4.74136e-06 5.22615e-06 5.35618e-06 3.65448e-05 5.5174e-06 1.32244e-05 1.47822e-05 8.59381e-06 1.04366e-05 8.71925e-06 6.96914e-06 9.32889e-06 1.20679e-05 5.14356e-06 6.60634e-06 6.16958e-06 5.6927e-06 5.85858e-06 3.71815e-06 1.37046e-05 9.70514e-06 4.16411e-06 2.37044e-35 7.44391e-06 3.72579e-06 7.49794e-06 0 7.20127e-06 1.08283e-34 4.09359e-06 9.64317e-35 0 5.89218e-06 6.2516e-06 1.27749e-35 Variance: 9.49431e-08 Variances/cluster: 3.29599e-08 4.33e-08 1.87971e-05 2.25752e-08 4.31771e-08 4.53765e-08 3.35237e-07 3.13461e-08 4.63977e-08 4.39801e-08 5.84563e-08 5.24411e-08 3.06986e-08 5.0122e-08 3.0286e-08 3.60118e-08 2.43744e-08 2.98903e-08 2.79142e-08 4.62673e-08 2.68719e-08 1.9671e-08 4.94706e-08 8.90311e-08 3.10718e-08 0 1.61775e-07 2.25786e-08 4.43522e-08 0 4.89735e-08 0 2.6408e-08 6.86694e-32 0 3.40551e-08 3.00531e-08 0 -------------------------------------------------------------- Initialization seed trial #384 of 1000; initialization seed = 493577609 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 506101 Distortion: 0.0359409 Distortions/cluster: 5.61498e-06 1.96785e-05 4.81569e-35 8.54473e-06 5.96061e-06 2.37044e-35 6.63876e-06 6.05694e-06 3.65756e-06 6.04862e-06 8.12612e-06 1.27749e-35 1.08283e-34 0 4.78185e-06 6.828e-06 3.38129e-06 6.45243e-06 0 1.05984e-05 6.16336e-06 3.75758e-06 6.40196e-06 8.07174e-06 0 7.59015e-06 1.83023e-05 4.37323e-06 0 0.0356196 2.96643e-05 1.09404e-05 3.25276e-05 7.05043e-06 4.35604e-05 3.14299e-05 9.18194e-06 0 Variance: 6.11033e-06 Variances/cluster: 2.55204e-08 4.40092e-08 2.67973e-31 6.72759e-08 4.51523e-08 0 2.76591e-08 5.60792e-08 2.6695e-08 2.88004e-08 3.50233e-08 0 0 0 2.79611e-08 2.4471e-08 3.97763e-08 3.16264e-08 0 4.39733e-08 2.94863e-08 3.47892e-08 3.18477e-08 5.80651e-08 0 2.86396e-08 4.46251e-08 7.05295e-08 0 0.035575 6.58999e-08 1.95313e-07 8.00918e-08 2.47362e-08 2.7222e-06 3.11154e-07 2.66112e-08 0 -------------------------------------------------------------- Initialization seed trial #385 of 1000; initialization seed = 493577610 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 600272 Distortion: 0.00420843 Distortions/cluster: 5.80522e-06 9.04889e-06 5.19042e-06 2.81339e-05 3.7065e-06 4.46097e-06 5.25808e-06 6.12347e-06 0.00391362 9.44231e-06 7.13475e-06 6.50476e-06 8.94406e-06 3.50662e-06 1.09398e-05 3.89064e-06 7.31483e-06 5.83568e-06 8.24032e-06 1.22405e-05 8.99564e-06 4.81569e-35 4.35604e-05 4.58306e-06 8.29213e-06 8.02776e-06 8.53302e-06 9.64317e-35 1.04792e-05 2.37044e-35 4.17297e-06 1.43503e-05 0 9.41373e-06 0 7.45676e-06 6.10721e-06 9.11674e-06 Variance: 7.15476e-07 Variances/cluster: 6.2403e-08 2.97635e-08 3.16459e-08 3.34891e-07 2.2877e-08 3.18604e-08 2.6157e-08 2.32811e-08 0.00391989 4.31121e-08 5.61743e-08 3.44135e-08 4.70588e-08 3.81125e-08 3.2173e-08 1.11151e-07 2.66941e-08 1.42286e-07 3.3631e-08 5.22935e-08 3.27007e-08 2.67973e-31 2.7222e-06 2.39924e-08 5.2147e-08 3.23672e-08 8.61852e-08 6.86694e-32 4.27582e-08 0 2.46892e-08 4.28228e-08 0 5.11576e-08 0 4.65895e-08 2.69017e-08 5.14906e-08 -------------------------------------------------------------- Initialization seed trial #386 of 1000; initialization seed = 493577611 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 720847 Distortion: 0.000281357 Distortions/cluster: 8.41492e-06 3.53273e-06 7.03402e-06 1.08283e-34 5.58057e-06 4.45124e-06 1.27749e-35 3.01554e-06 1.55238e-05 5.41295e-06 9.82746e-06 6.65051e-06 5.88295e-06 5.24991e-06 5.59142e-06 5.7124e-06 1.59192e-05 7.66452e-06 1.63393e-05 2.27639e-05 4.69693e-06 1.10961e-05 5.52094e-06 2.45348e-05 8.90821e-06 5.14799e-06 4.33959e-06 9.74432e-06 5.6842e-06 9.64317e-35 4.81569e-35 4.80394e-06 1.88152e-05 1.68994e-05 2.37044e-35 0 6.59784e-06 0 Variance: 4.78335e-08 Variances/cluster: 2.93177e-08 3.49745e-08 2.39232e-08 0 3.08283e-08 4.58852e-08 0 3.72259e-08 5.96877e-08 4.83255e-08 3.15964e-08 3.37558e-08 5.4467e-08 4.41133e-08 3.08891e-08 2.42023e-08 7.5794e-07 3.1281e-08 4.06319e-08 5.73215e-08 3.78752e-08 2.13337e-07 3.3868e-08 2.72576e-06 3.37403e-08 5.19968e-08 2.29588e-08 1.04766e-07 3.08897e-08 6.86694e-32 2.67973e-31 2.4507e-08 6.39772e-08 4.62844e-08 0 0 2.98519e-08 0 -------------------------------------------------------------- Initialization seed trial #387 of 1000; initialization seed = 493577612 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 717387 Distortion: 0.000301358 Distortions/cluster: 6.68117e-06 1.2992e-05 8.46673e-06 5.36959e-06 1.00518e-05 5.60029e-06 3.92934e-06 1.20768e-05 4.81569e-35 1.08283e-34 9.64317e-35 4.29202e-06 4.1616e-06 5.12734e-06 1.01871e-05 4.42278e-06 3.98335e-06 3.38104e-05 4.84999e-06 5.48659e-06 9.41563e-06 4.0947e-06 4.35604e-05 1.27749e-35 2.37044e-35 3.92814e-06 5.63946e-06 0 1.48066e-05 0 6.13706e-06 9.14736e-06 5.05998e-06 9.86871e-06 1.44708e-05 1.39904e-05 1.04581e-05 9.29147e-06 Variance: 5.12339e-08 Variances/cluster: 3.4436e-08 4.54222e-08 5.83863e-08 2.2945e-08 1.19654e-07 3.111e-08 2.99915e-08 3.56133e-08 2.67973e-31 0 6.86694e-32 3.02228e-08 2.22526e-08 2.71264e-08 5.30409e-08 2.60133e-08 3.75754e-08 3.13025e-07 2.18449e-08 2.55168e-08 5.34817e-08 2.21309e-08 2.7222e-06 0 0 2.31042e-08 3.2976e-08 0 4.86903e-08 0 1.46074e-07 4.71362e-08 2.72015e-08 3.16278e-08 4.41039e-08 4.66307e-08 5.28144e-08 5.24772e-08 -------------------------------------------------------------- Initialization seed trial #388 of 1000; initialization seed = 493577613 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 717718 Distortion: 0.000302329 Distortions/cluster: 6.90048e-06 8.31637e-06 0 1.22679e-05 6.76424e-06 7.17115e-06 6.11453e-06 6.07221e-06 4.35604e-05 8.02099e-06 9.22665e-06 2.37044e-35 9.64317e-35 0 5.17294e-06 8.0676e-06 8.59137e-06 9.90292e-06 8.90498e-06 0 3.38104e-05 6.11552e-06 8.39887e-06 1.08283e-34 4.81569e-35 6.94664e-06 0 8.19067e-06 9.2933e-06 6.12398e-06 7.28976e-06 9.77354e-06 7.44391e-06 6.9302e-06 1.49597e-05 1.11963e-05 1.27749e-35 1.08014e-05 Variance: 5.1399e-08 Variances/cluster: 4.89238e-08 2.51989e-08 0 3.36078e-08 3.05974e-08 5.12072e-08 4.07506e-08 4.56518e-08 2.7222e-06 5.72879e-08 6.98932e-08 0 6.86694e-32 0 4.20426e-08 4.5309e-08 4.3819e-08 5.23795e-08 3.01837e-08 0 3.13025e-07 3.32257e-08 2.92618e-08 0 2.67973e-31 3.75372e-08 0 3.49998e-08 3.44166e-08 5.51676e-08 3.07549e-08 2.81625e-08 1.61775e-07 2.67552e-08 5.01956e-08 4.44261e-08 0 3.39633e-08 -------------------------------------------------------------- Initialization seed trial #389 of 1000; initialization seed = 493577614 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 25 BIC score: 717868 Distortion: 0.000301386 Distortions/cluster: 8.32904e-06 0 6.15727e-06 1.27854e-05 6.92051e-06 8.71881e-06 1.26028e-05 9.24927e-06 7.24578e-06 8.59357e-06 7.73649e-06 0 1.10055e-05 4.81569e-35 7.44391e-06 5.6675e-06 1.08283e-34 3.38104e-05 6.73181e-06 6.55597e-06 3.28965e-06 7.02063e-06 6.29842e-06 5.40437e-06 8.99681e-06 4.28482e-06 6.70202e-06 1.0153e-05 7.49565e-06 1.53044e-05 6.19077e-06 4.35604e-05 9.64317e-35 1.13492e-05 2.37044e-35 5.7821e-06 0 1.27749e-35 Variance: 5.12387e-08 Variances/cluster: 3.62099e-08 0 5.49708e-08 3.33794e-08 3.31017e-08 2.5793e-08 3.36041e-08 3.01253e-08 3.36985e-08 4.59397e-08 4.5228e-08 0 4.64323e-08 2.67973e-31 1.61775e-07 4.92673e-08 0 3.13025e-07 3.14534e-08 4.42827e-08 3.78091e-08 3.34287e-08 2.92853e-08 4.35693e-08 7.08353e-08 4.20045e-08 4.85509e-08 4.07618e-08 4.96242e-08 3.61774e-08 3.9937e-08 2.7222e-06 6.86694e-32 2.93227e-08 0 5.50642e-08 0 0 -------------------------------------------------------------- Initialization seed trial #390 of 1000; initialization seed = 493577615 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 600118 Distortion: 0.00420466 Distortions/cluster: 4.4467e-06 6.79465e-06 4.81569e-35 1.53836e-05 7.51718e-06 6.89669e-06 3.37919e-06 4.74686e-06 4.35604e-05 9.64317e-35 7.4553e-06 5.27817e-06 9.00688e-06 3.1695e-05 8.93849e-06 9.13451e-06 1.19556e-05 6.96701e-06 7.60693e-06 5.83908e-06 0 7.14462e-06 5.23846e-06 2.37044e-35 4.89952e-06 1.02721e-05 5.37214e-06 5.11331e-06 5.05282e-06 5.33309e-06 7.77428e-06 8.0083e-06 4.65323e-06 7.57971e-06 5.90696e-06 0.00391362 5.5155e-06 6.56733e-06 Variance: 7.14834e-07 Variances/cluster: 3.15341e-08 5.5689e-08 2.67973e-31 4.39387e-08 3.19846e-08 2.94696e-08 3.75436e-08 2.56564e-08 2.7222e-06 6.86694e-32 4.80832e-08 4.28978e-08 5.1464e-08 3.10701e-07 2.72483e-08 4.30839e-08 3.58911e-08 4.38034e-08 4.11148e-08 2.53851e-08 0 4.46393e-08 2.34888e-08 0 2.69181e-08 4.62557e-08 4.19573e-08 1.7043e-07 2.34995e-08 3.83644e-08 3.30791e-08 4.37571e-08 5.96387e-08 2.86002e-08 2.78606e-08 0.00391989 1.37842e-07 3.38493e-08 -------------------------------------------------------------- Initialization seed trial #391 of 1000; initialization seed = 493577616 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 690044 Distortion: 0.000564949 Distortions/cluster: 6.38037e-06 8.04713e-06 2.37044e-35 1.51538e-05 7.17864e-06 6.72444e-06 4.35604e-05 0 1.2365e-05 0.000296364 1.56756e-05 5.59827e-06 5.62509e-06 5.00549e-06 7.48876e-06 6.2844e-06 8.11697e-06 3.09658e-06 4.24495e-06 5.11331e-06 3.84538e-06 7.09504e-06 8.47067e-06 9.64317e-35 1.08283e-34 9.03164e-06 1.37049e-05 8.64916e-06 1.382e-05 0 9.33014e-06 0 5.18914e-06 6.88289e-06 7.38274e-06 0 1.27749e-35 9.52398e-06 Variance: 9.60471e-08 Variances/cluster: 5.45283e-08 4.49517e-08 0 4.24337e-08 4.10171e-08 2.87343e-08 2.7222e-06 0 3.40605e-08 2.99326e-06 5.00659e-08 4.27315e-08 2.55664e-08 4.35223e-08 2.47132e-08 1.49579e-07 3.48337e-08 3.73053e-08 3.26507e-08 1.7043e-07 4.1795e-08 2.94366e-08 2.82331e-08 6.86694e-32 0 2.75323e-08 3.81628e-08 5.0861e-08 3.49842e-08 0 5.48666e-08 0 3.60326e-08 3.35716e-08 4.76152e-08 0 0 5.11878e-08 -------------------------------------------------------------- Initialization seed trial #392 of 1000; initialization seed = 493577617 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 500504 Distortion: 0.0398337 Distortions/cluster: 4.62924e-06 4.35604e-05 5.35966e-06 6.60465e-06 1.34172e-05 5.38685e-06 5.17866e-06 4.85981e-06 4.4994e-06 7.67777e-06 1.29678e-05 4.46451e-06 5.25615e-06 9.7187e-06 0.0356196 5.30671e-06 2.37044e-35 9.05468e-06 4.83139e-06 6.32944e-06 9.79623e-06 7.86181e-06 6.5534e-06 9.96527e-06 8.95582e-06 8.29365e-06 1.22154e-05 7.63734e-06 8.39027e-06 4.81569e-35 0 8.59381e-06 1.0481e-05 0 0.00391362 3.14299e-05 1.12481e-05 0 Variance: 6.77213e-06 Variances/cluster: 2.89302e-08 2.7222e-06 2.46961e-08 3.22148e-08 4.4121e-08 2.35206e-08 2.29124e-08 3.21806e-08 2.94053e-08 6.19118e-08 4.6145e-08 3.18857e-08 2.64105e-08 3.08504e-08 0.035575 2.34789e-08 0 2.95879e-08 2.98208e-08 3.51605e-08 5.23694e-08 5.00591e-08 4.51811e-08 1.91588e-07 8.86646e-08 5.34914e-08 4.44053e-08 4.54457e-08 2.99625e-08 2.67973e-31 0 5.84563e-08 5.2401e-08 0 0.00391989 3.11154e-07 3.50293e-08 0 -------------------------------------------------------------- Initialization seed trial #393 of 1000; initialization seed = 493577618 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 689141 Distortion: 0.000574893 Distortions/cluster: 5.01252e-06 8.94661e-06 5.409e-06 3.06579e-06 6.69509e-06 7.23156e-06 7.76627e-06 3.27696e-06 6.22629e-06 4.35604e-05 2.25244e-05 1.08283e-34 9.56429e-06 2.37044e-35 4.57489e-06 1.87238e-05 8.88073e-06 6.87228e-06 1.05838e-05 4.83698e-06 1.67482e-05 3.89949e-06 7.01831e-06 9.64317e-35 0.000297464 0 0 8.98421e-06 5.15581e-06 0 1.46292e-05 1.64458e-05 3.72573e-06 1.27749e-35 5.62982e-06 3.17321e-06 0 8.26744e-06 Variance: 9.77377e-08 Variances/cluster: 3.09385e-08 8.68538e-08 2.45842e-08 2.45242e-08 2.94912e-08 5.83137e-08 2.89762e-08 3.72353e-08 2.96464e-08 2.7222e-06 5.77363e-08 0 1.87482e-07 0 2.43324e-08 6.4323e-08 5.01698e-08 5.58673e-08 3.25622e-08 2.28139e-08 4.41759e-08 3.04621e-08 2.98617e-08 6.86694e-32 2.916e-06 0 0 2.71395e-08 3.7907e-08 0 5.84981e-08 4.07953e-08 2.53429e-08 0 3.14488e-08 3.27106e-08 0 4.17513e-08 -------------------------------------------------------------- Initialization seed trial #394 of 1000; initialization seed = 493577619 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 717809 Distortion: 0.000297195 Distortions/cluster: 8.47697e-06 4.35604e-05 3.3888e-06 7.74744e-06 9.17541e-06 1.08283e-34 7.02486e-06 6.05723e-06 7.98556e-06 5.84377e-06 8.98505e-06 4.81569e-35 7.53076e-06 1.04133e-05 5.65695e-06 4.87886e-06 5.62162e-06 6.1086e-06 6.77998e-06 6.38854e-06 9.64317e-35 6.13529e-06 7.66283e-06 2.37044e-35 8.2804e-06 6.24745e-06 0 3.38104e-05 6.66028e-06 6.13706e-06 5.56026e-06 9.83595e-06 4.97936e-06 1.31931e-05 1.27749e-35 1.26169e-05 9.1648e-06 5.28674e-06 Variance: 5.05262e-08 Variances/cluster: 5.07564e-08 2.7222e-06 3.94017e-08 2.90141e-08 4.60927e-08 0 4.38912e-08 2.40339e-08 5.21776e-08 3.3972e-08 3.33988e-08 2.67973e-31 4.48223e-08 3.01808e-08 4.45285e-08 2.60879e-08 2.31322e-08 3.45089e-08 3.01306e-08 5.55477e-08 6.86694e-32 2.7885e-08 4.87921e-08 0 5.04741e-08 3.34059e-08 0 3.13025e-07 3.6785e-08 1.46074e-07 2.76606e-08 1.19941e-07 2.94602e-08 4.67798e-08 0 3.78763e-08 3.91529e-08 2.72481e-08 -------------------------------------------------------------- Initialization seed trial #395 of 1000; initialization seed = 493577620 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 505962 Distortion: 0.0359173 Distortions/cluster: 2.97727e-06 4.49785e-06 7.60485e-06 5.17779e-06 1.27749e-35 1.08283e-34 4.8814e-06 7.28035e-06 3.47256e-06 4.47206e-06 6.3653e-06 7.78199e-06 0.0356196 1.59192e-05 4.77531e-05 5.79637e-06 4.01623e-06 7.16526e-06 4.81569e-35 5.48323e-06 4.45568e-06 3.75472e-06 2.37044e-35 4.54382e-06 3.37838e-05 5.8374e-06 2.45348e-05 0 7.34794e-06 1.07336e-05 7.40795e-06 4.33037e-06 5.71859e-06 0 1.98602e-06 8.57742e-06 5.79914e-06 2.82615e-05 Variance: 6.1063e-06 Variances/cluster: 3.58679e-08 2.51247e-08 3.42531e-08 2.66873e-08 0 0 2.19864e-08 3.0587e-08 2.80012e-08 2.52637e-08 2.93306e-08 1.65523e-07 0.035575 7.5794e-07 8.4943e-08 3.33092e-08 2.29475e-08 3.85197e-08 2.67973e-31 4.35139e-08 2.50294e-08 2.19549e-08 0 3.15516e-08 6.02014e-08 2.79277e-08 2.72576e-06 0 4.27167e-08 1.11797e-07 2.79521e-08 4.24509e-08 5.39457e-08 0 5.09191e-08 6.91672e-08 3.391e-08 4.79665e-08 -------------------------------------------------------------- Initialization seed trial #396 of 1000; initialization seed = 493577621 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 690177 Distortion: 0.000554965 Distortions/cluster: 1.31054e-05 1.77311e-05 5.59689e-06 0 5.64975e-06 5.11331e-06 4.5437e-06 5.80278e-06 4.02776e-06 5.25587e-06 1.27749e-35 3.22994e-06 3.77568e-05 1.08777e-05 1.03963e-05 1.14431e-05 3.45323e-06 5.17932e-06 6.9921e-06 9.64317e-35 2.37044e-35 4.53163e-06 2.24992e-06 0.000296857 3.74269e-06 5.60156e-06 7.06725e-06 5.59603e-06 6.3293e-06 1.08283e-34 1.54542e-05 5.4763e-06 5.72131e-06 5.07536e-06 6.50853e-06 6.2844e-06 1.559e-05 6.72404e-06 Variance: 9.43497e-08 Variances/cluster: 5.01962e-08 6.42232e-08 4.40662e-08 0 3.32306e-08 1.7043e-07 4.24618e-08 2.63732e-08 2.9613e-08 2.31509e-08 0 3.71228e-08 3.66532e-07 3.21798e-08 4.87934e-08 5.49975e-08 3.38521e-08 2.33282e-08 3.20711e-08 6.86694e-32 0 2.43615e-08 2.7105e-08 1.9788e-05 2.90097e-08 3.09452e-08 3.92592e-08 6.74158e-08 2.54167e-08 0 4.27954e-08 2.63257e-08 2.48731e-08 3.70434e-08 2.723e-08 1.49579e-07 3.97575e-08 5.51103e-08 -------------------------------------------------------------- Initialization seed trial #397 of 1000; initialization seed = 493577622 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 550173 Distortion: 0.0129323 Distortions/cluster: 5.94256e-06 3.88941e-06 0.00391362 1.90504e-06 6.74646e-06 8.67344e-06 3.42746e-06 1.02556e-05 2.57748e-06 9.82607e-06 9.12916e-06 6.48717e-06 5.68098e-06 4.18189e-06 1.5108e-05 3.13393e-06 4.744e-06 6.06657e-06 5.42721e-06 7.05255e-06 4.81569e-35 1.16308e-05 2.67699e-06 3.09805e-06 4.00318e-06 9.85554e-06 4.26424e-06 4.35604e-05 8.99008e-06 3.23776e-06 2.12521e-05 3.28529e-05 1.19876e-05 6.47883e-06 0.00872182 0 5.64324e-06 7.0975e-06 Variance: 2.19863e-06 Variances/cluster: 3.45464e-08 2.47704e-08 0.00391989 5.01283e-08 2.37531e-08 5.04223e-08 4.28397e-08 5.2847e-08 2.16571e-08 4.79166e-08 5.53116e-08 2.5843e-08 3.55029e-08 3.70046e-08 4.00613e-08 2.30413e-08 3.62108e-08 2.59233e-08 2.6343e-08 3.34215e-08 2.67973e-31 3.35151e-08 3.52208e-08 2.7658e-08 4.00293e-08 2.18977e-07 4.22165e-08 2.7222e-06 5.19489e-08 2.12985e-08 5.6503e-08 3.12848e-07 4.93159e-08 2.5505e-08 0.156503 0 3.61716e-08 3.24058e-08 -------------------------------------------------------------- Initialization seed trial #398 of 1000; initialization seed = 493577623 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 718062 Distortion: 0.000301172 Distortions/cluster: 5.4126e-06 5.11331e-06 6.8551e-06 1.27749e-35 3.1695e-05 1.04189e-05 8.43566e-06 9.12557e-06 4.81569e-35 1.21966e-05 8.81162e-06 5.5155e-06 6.01265e-06 1.21433e-05 5.01855e-06 1.08283e-34 7.84095e-06 4.35604e-05 0 9.64317e-35 2.37044e-35 5.83208e-06 1.60211e-05 1.40615e-05 4.95398e-06 4.46614e-06 6.29274e-06 5.81116e-06 8.80832e-06 0 8.25717e-06 5.73485e-06 1.32326e-05 0 6.94069e-06 0 1.52888e-05 7.31542e-06 Variance: 5.12023e-08 Variances/cluster: 2.3531e-08 1.7043e-07 3.44447e-08 0 3.10701e-07 5.26165e-08 5.8576e-08 4.95909e-08 2.67973e-31 3.31397e-08 4.56413e-08 1.37842e-07 3.2497e-08 4.58201e-08 2.54719e-08 0 4.92983e-08 2.7222e-06 0 6.86694e-32 0 3.96708e-08 4.41208e-08 3.52389e-08 4.26927e-08 2.31386e-08 2.89962e-08 3.35874e-08 5.33669e-08 0 4.51066e-08 2.35975e-08 3.41016e-08 0 4.88635e-08 0 3.93913e-08 2.83519e-08 -------------------------------------------------------------- Initialization seed trial #399 of 1000; initialization seed = 493577624 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 600611 Distortion: 0.00418192 Distortions/cluster: 4.21971e-06 6.20399e-06 7.99052e-06 8.8712e-06 8.43566e-06 6.35487e-06 5.5155e-06 9.67657e-06 1.20902e-05 8.128e-06 7.4445e-06 2.37044e-35 8.20242e-06 7.35886e-06 9.64317e-35 1.04189e-05 3.86768e-06 5.97016e-06 4.18425e-06 3.44514e-06 5.70605e-06 6.84987e-06 8.66831e-06 0 1.00005e-05 5.37769e-06 1.59192e-05 8.05961e-06 4.56695e-06 0 1.27129e-05 6.72688e-06 1.15492e-05 7.09786e-06 2.45348e-05 1.2155e-05 4.81569e-35 0.00391362 Variance: 7.1097e-07 Variances/cluster: 2.33108e-08 3.52467e-08 5.1871e-08 4.69225e-08 5.8576e-08 2.34476e-08 1.37842e-07 3.31281e-08 4.57925e-08 5.07837e-08 4.09001e-08 0 3.30714e-08 2.85203e-08 6.86694e-32 5.26165e-08 2.47899e-08 3.33496e-08 2.26149e-08 2.87061e-08 3.93489e-08 2.59442e-08 9.63048e-08 0 5.26174e-08 2.66196e-08 7.5794e-07 3.37193e-08 1.69132e-07 0 4.45919e-08 4.3385e-08 3.36683e-08 3.0724e-08 2.72576e-06 4.27857e-08 2.67973e-31 0.00391989 -------------------------------------------------------------- Initialization seed trial #400 of 1000; initialization seed = 493577625 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 506250 Distortion: 0.0359245 Distortions/cluster: 1.52671e-05 1.27749e-35 0 8.21563e-06 9.39831e-06 1.28717e-05 1.19378e-05 2.37044e-35 9.46771e-06 5.14738e-06 5.39264e-06 0 7.83971e-06 1.07961e-05 7.46655e-06 1.08283e-34 6.69726e-06 7.25556e-06 9.78368e-06 7.41227e-06 7.12802e-06 0 6.84153e-06 5.71392e-06 7.95421e-06 1.5901e-05 0 4.81569e-35 0.0356196 3.10001e-05 8.43931e-06 0 4.35604e-05 1.56267e-05 7.66193e-06 8.8632e-06 1.13432e-05 0 Variance: 6.10754e-06 Variances/cluster: 3.93355e-08 0 0 5.06974e-08 4.72124e-08 3.67732e-08 3.38147e-08 0 3.51929e-08 4.28807e-08 1.7394e-07 0 4.47839e-08 4.3529e-08 5.18355e-08 0 4.8882e-08 3.01034e-08 2.81918e-08 3.07527e-08 3.394e-08 0 4.71789e-08 1.428e-07 5.23139e-08 4.29615e-08 0 2.67973e-31 0.035575 3.09968e-07 5.81972e-08 0 2.7222e-06 4.82262e-08 2.56229e-08 2.78693e-08 3.12458e-08 0 -------------------------------------------------------------- Initialization seed trial #401 of 1000; initialization seed = 493577626 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 64 BIC score: 718510 Distortion: 0.000294914 Distortions/cluster: 6.72404e-06 9.42868e-06 0 5.89794e-06 9.56596e-06 9.74038e-06 5.21836e-06 4.35604e-05 6.8209e-06 7.97474e-06 5.51717e-06 3.14299e-05 1.08283e-34 1.00229e-05 5.81423e-06 6.48923e-06 1.14973e-05 7.38292e-06 5.17132e-06 5.90092e-06 3.22994e-06 7.03405e-06 1.4863e-05 1.53139e-05 8.9178e-06 6.86714e-06 4.81569e-35 5.83568e-06 7.30936e-06 4.78475e-06 7.02484e-06 8.9181e-06 9.64317e-35 2.37044e-35 4.48765e-06 0 6.17061e-06 1.27749e-35 Variance: 5.01384e-08 Variances/cluster: 5.51103e-08 3.37916e-08 0 3.38931e-08 2.97979e-08 4.77316e-08 3.75391e-08 2.7222e-06 2.20009e-07 2.92089e-08 4.37833e-08 3.11154e-07 0 5.24591e-08 2.90677e-08 2.99017e-08 4.80903e-08 3.29566e-08 2.35034e-08 3.35245e-08 3.71228e-08 2.37616e-08 3.89978e-08 4.27622e-08 5.4031e-08 2.76877e-08 2.67973e-31 1.42286e-07 3.95067e-08 2.50481e-08 4.0369e-08 5.18327e-08 6.86694e-32 0 4.23337e-08 0 2.7301e-08 0 -------------------------------------------------------------- Initialization seed trial #402 of 1000; initialization seed = 493577627 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 500050 Distortion: 0.0398217 Distortions/cluster: 8.08501e-06 6.81825e-06 7.63166e-06 7.8404e-06 5.78513e-06 5.64971e-06 5.54074e-06 5.206e-06 6.8748e-06 4.36828e-06 7.4612e-06 4.81569e-35 1.00427e-05 4.54053e-06 5.36674e-06 0.00391362 6.29547e-06 6.71457e-06 2.37044e-35 4.61076e-06 5.87702e-06 9.79156e-06 6.22899e-06 6.99437e-06 6.05608e-06 1.14171e-05 4.35604e-05 1.05221e-05 6.40433e-06 0.0356196 4.20132e-06 3.14299e-05 6.04696e-06 5.11331e-06 5.26815e-06 8.46836e-06 6.14111e-06 6.16867e-06 Variance: 6.77009e-06 Variances/cluster: 4.21059e-08 3.27772e-08 3.63294e-08 5.72243e-08 3.19592e-08 4.06325e-08 1.38473e-07 4.3369e-08 2.62374e-08 2.59986e-08 5.17976e-08 2.67973e-31 3.00654e-08 2.35233e-08 4.43494e-08 0.00391989 4.69661e-08 2.86923e-08 0 2.40117e-08 3.76689e-08 3.21986e-08 2.92416e-08 4.37007e-08 3.15393e-08 4.62186e-08 2.7222e-06 4.53389e-08 4.88734e-08 0.035575 4.24349e-08 3.11154e-07 4.19894e-08 1.7043e-07 3.212e-08 2.96068e-08 4.58142e-08 2.35425e-08 -------------------------------------------------------------- Initialization seed trial #403 of 1000; initialization seed = 493577628 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 600411 Distortion: 0.00421551 Distortions/cluster: 0 8.93983e-06 7.88986e-06 1.20193e-05 1.18653e-05 6.69293e-06 6.2593e-06 5.39185e-06 2.91308e-06 6.36845e-06 6.20133e-06 6.58447e-06 9.64317e-35 5.00776e-06 2.37044e-35 8.67303e-06 5.02716e-06 4.35604e-05 7.81441e-06 4.10027e-06 1.13594e-05 3.28529e-05 0.00391362 9.16306e-06 4.12992e-06 8.7053e-06 7.49034e-06 1.5238e-05 6.03604e-06 6.25258e-06 8.51509e-06 9.24266e-06 1.14306e-05 4.81569e-35 0 3.75665e-06 1.24113e-05 0 Variance: 7.1668e-07 Variances/cluster: 0 3.06128e-08 3.25999e-08 3.26583e-08 3.80175e-08 2.70937e-08 2.74507e-08 1.73915e-07 3.73443e-08 3.33396e-08 5.48742e-08 4.22047e-08 6.86694e-32 3.40624e-08 0 3.17666e-08 3.77951e-08 2.7222e-06 2.41911e-08 3.08265e-08 5.13831e-08 3.12848e-07 0.00391989 5.17531e-08 4.04859e-08 5.21106e-08 5.63132e-08 5.28926e-08 2.48368e-08 2.62691e-08 3.31297e-08 8.88435e-08 4.51655e-08 2.67973e-31 0 4.26865e-08 5.53898e-08 0 -------------------------------------------------------------- Initialization seed trial #404 of 1000; initialization seed = 493577629 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 550436 Distortion: 0.0129006 Distortions/cluster: 9.57984e-06 5.83568e-06 3.26462e-06 7.44147e-06 6.64212e-06 4.56695e-06 8.39942e-06 1.57495e-05 1.51538e-05 6.87247e-06 0 5.10126e-06 7.27615e-06 4.38486e-06 7.38274e-06 1.37049e-05 5.37843e-06 0.00391362 7.5946e-06 5.4176e-06 7.34974e-06 4.04334e-06 6.56317e-06 1.59192e-05 9.20065e-06 0.00872182 8.64916e-06 6.86484e-06 4.25255e-06 4.6886e-06 7.3126e-06 3.14649e-06 4.96328e-06 9.14244e-06 3.72349e-06 5.10507e-06 4.81569e-35 2.45348e-05 Variance: 2.19324e-06 Variances/cluster: 5.12126e-08 1.42286e-07 2.96757e-08 2.47203e-08 5.48887e-08 1.69132e-07 9.43662e-08 5.01417e-08 4.24337e-08 3.9268e-08 0 2.69881e-08 3.10919e-08 4.76572e-08 4.76152e-08 3.81628e-08 2.84548e-08 0.00391989 3.30171e-08 3.09546e-08 2.6724e-08 2.67748e-08 2.8533e-08 7.5794e-07 5.47492e-08 0.156503 5.0861e-08 3.01054e-08 3.93723e-08 3.42201e-08 3.33879e-08 3.65842e-08 2.65393e-08 2.70455e-08 4.0915e-08 4.36293e-08 2.67973e-31 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #405 of 1000; initialization seed = 493577630 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 718514 Distortion: 0.000295539 Distortions/cluster: 5.94952e-06 4.81569e-35 1.42879e-05 7.95997e-06 6.95271e-06 5.13744e-06 7.77399e-06 7.24249e-06 1.08445e-05 6.66674e-06 5.07466e-06 1.06456e-05 5.21279e-06 5.5155e-06 5.92796e-06 2.37044e-35 9.73479e-06 1.27749e-35 1.00888e-05 7.15761e-06 8.59117e-06 5.71355e-06 6.85406e-06 4.65083e-06 4.35604e-05 3.1695e-05 9.64317e-35 1.10078e-05 7.85632e-06 8.11952e-06 0 1.08283e-34 4.71117e-06 7.52295e-06 3.87849e-06 7.54197e-06 0 1.16632e-05 Variance: 5.02447e-08 Variances/cluster: 4.6831e-08 2.67973e-31 4.7151e-08 2.49507e-08 4.37136e-08 2.85319e-08 2.73708e-08 4.18605e-08 5.42182e-08 2.96274e-08 5.45498e-08 3.91348e-08 4.37907e-08 1.37842e-07 4.81796e-08 0 2.78901e-08 0 3.4786e-08 3.07157e-08 5.84383e-08 2.9904e-08 3.49584e-08 4.26541e-08 2.7222e-06 3.10701e-07 6.86694e-32 3.1181e-08 4.09052e-08 3.51464e-08 0 0 4.13125e-08 2.8932e-08 3.80129e-08 2.28524e-07 0 3.35116e-08 -------------------------------------------------------------- Initialization seed trial #406 of 1000; initialization seed = 493577631 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 601741 Distortion: 0.0041997 Distortions/cluster: 0.00391362 8.43566e-06 0 4.56695e-06 1.59192e-05 1.20902e-05 1.46841e-05 7.40922e-06 6.83067e-06 5.83568e-06 5.70605e-06 1.9325e-05 4.81569e-35 1.04189e-05 8.39942e-06 1.63001e-05 7.45079e-06 1.39531e-05 1.12049e-05 9.64317e-35 2.37044e-35 6.40016e-06 2.2375e-05 4.14986e-06 5.06136e-06 0 1.63634e-05 0 3.79921e-06 0 0 0 1.43989e-05 2.45348e-05 0 4.74634e-06 8.16782e-06 7.54892e-06 Variance: 7.13991e-07 Variances/cluster: 0.00391989 5.8576e-08 0 1.69132e-07 7.5794e-07 4.57925e-08 3.70778e-08 2.84946e-08 2.63709e-08 1.42286e-07 3.93489e-08 6.57107e-08 2.67973e-31 5.26165e-08 9.43662e-08 4.2881e-08 3.56466e-08 3.55914e-08 3.21948e-08 6.86694e-32 0 3.53567e-08 5.75009e-08 2.25509e-08 3.3077e-08 0 4.07932e-08 0 2.5325e-08 0 0 0 5.80413e-08 2.72576e-06 0 2.42134e-08 2.50525e-08 4.12472e-08 -------------------------------------------------------------- Initialization seed trial #407 of 1000; initialization seed = 493577632 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 87 BIC score: 505163 Distortion: 0.035912 Distortions/cluster: 1.27749e-35 4.90285e-06 1.616e-05 6.44551e-06 5.64186e-06 6.75341e-06 7.6475e-06 6.28096e-06 9.28083e-06 6.43457e-06 5.18019e-06 4.18251e-06 8.59338e-06 5.83411e-06 4.35604e-05 4.81569e-35 7.59784e-06 8.87018e-06 4.85526e-06 5.5155e-06 7.05346e-06 2.37044e-35 3.54635e-06 7.06172e-06 3.34669e-06 1.08283e-34 0.0356196 9.59256e-06 4.66263e-06 6.13961e-06 5.2525e-06 7.59691e-06 2.81339e-05 1.05392e-05 7.88559e-06 1.02236e-05 9.78524e-06 7.89198e-06 Variance: 6.10541e-06 Variances/cluster: 0 2.9174e-08 3.1436e-08 3.27077e-08 2.95288e-08 2.60727e-08 5.23645e-08 4.18596e-08 3.00325e-08 4.66124e-08 4.7077e-08 1.1617e-07 8.18354e-08 2.80458e-08 2.7222e-06 2.67973e-31 3.93636e-08 2.60865e-08 4.45293e-08 1.37842e-07 5.5975e-08 0 4.60413e-08 3.77593e-08 3.76004e-08 0 0.035575 4.26301e-08 4.35621e-08 3.26544e-08 4.07037e-08 4.12744e-08 3.34891e-07 3.01093e-08 5.51389e-08 3.10721e-08 5.12277e-08 3.24745e-08 -------------------------------------------------------------- Initialization seed trial #408 of 1000; initialization seed = 493577633 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 693857 Distortion: 0.000513731 Distortions/cluster: 2.37044e-35 0 8.79399e-06 7.02174e-06 6.72484e-06 8.17269e-06 5.25522e-06 7.42971e-06 4.47796e-06 3.30139e-06 1.0455e-05 8.04661e-06 4.94731e-06 7.9876e-06 1.15687e-05 9.58407e-06 6.45786e-06 6.72687e-06 9.80297e-06 1.03074e-05 5.70263e-06 6.12458e-06 5.78205e-06 6.30262e-06 4.56695e-06 1.16038e-05 9.63422e-06 9.85484e-06 1.27749e-35 7.72961e-06 9.64317e-35 6.41662e-06 6.6899e-06 7.25482e-06 1.08283e-34 6.33903e-06 1.01015e-05 0.000272566 Variance: 8.73395e-08 Variances/cluster: 0 0 5.14229e-08 5.08663e-08 3.09864e-08 3.44809e-08 1.75159e-06 2.95979e-08 4.43216e-08 3.70914e-08 3.26612e-08 2.78405e-08 4.26352e-08 3.32788e-08 3.33363e-08 5.70302e-08 4.0355e-07 4.25613e-08 3.96845e-08 4.95393e-08 3.31519e-08 5.51716e-08 3.98729e-08 1.50013e-07 1.69132e-07 4.1135e-08 2.71355e-08 8.95767e-07 0 2.45363e-08 6.86694e-32 3.46811e-08 4.37215e-08 2.92507e-08 0 2.93444e-08 4.65353e-08 3.13264e-06 -------------------------------------------------------------- Initialization seed trial #409 of 1000; initialization seed = 493577634 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 61 BIC score: 600571 Distortion: 0.0041913 Distortions/cluster: 5.84996e-06 3.70215e-06 6.32093e-06 3.0868e-06 7.98513e-06 5.9328e-06 1.01396e-05 3.93147e-06 2.45348e-05 2.12463e-05 5.75029e-06 4.99555e-06 1.19026e-05 3.77633e-06 5.84859e-06 6.15816e-06 1.17543e-05 6.42549e-06 3.61782e-06 7.36146e-06 5.51767e-06 7.13368e-06 3.90139e-06 5.27344e-06 5.51517e-06 9.64317e-35 6.44058e-06 6.42175e-06 2.23715e-05 2.37044e-35 1.59192e-05 0.00391362 5.49345e-06 4.81569e-35 4.39572e-06 6.7491e-06 0 2.22294e-05 Variance: 7.12565e-07 Variances/cluster: 3.07865e-08 2.10325e-08 3.0097e-08 3.76409e-08 3.53293e-08 2.29933e-08 1.07857e-07 2.38245e-08 2.72576e-06 4.83815e-08 2.80477e-08 3.42133e-08 5.12881e-08 4.39071e-08 6.09173e-08 5.44922e-08 5.5427e-08 7.55881e-08 2.65993e-08 2.78819e-08 3.18908e-08 1.58477e-07 2.97781e-08 5.38073e-08 3.88359e-08 6.86694e-32 3.33677e-08 3.39745e-08 4.54556e-08 0 7.5794e-07 0.00391989 2.60328e-08 2.67973e-31 2.58541e-08 2.63614e-08 0 6.61382e-08 -------------------------------------------------------------- Initialization seed trial #410 of 1000; initialization seed = 493577635 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 500279 Distortion: 0.0398308 Distortions/cluster: 4.81569e-35 6.68059e-06 3.07389e-06 5.32398e-06 7.27455e-06 3.25722e-05 1.65801e-05 4.35604e-05 5.59617e-06 5.70931e-06 1.22177e-05 8.83977e-06 0 4.36271e-06 3.51556e-06 3.07456e-06 1.09514e-05 6.81455e-06 6.73835e-06 8.97324e-06 5.41249e-06 5.83215e-06 6.66672e-06 5.46513e-06 7.17944e-06 9.1445e-06 0.00391362 5.10427e-06 4.92283e-06 9.90394e-06 0.0356196 4.17778e-06 2.37044e-35 3.96726e-06 1.42186e-05 7.76582e-06 5.62919e-06 1.03545e-05 Variance: 6.77164e-06 Variances/cluster: 2.67973e-31 3.81716e-08 3.65908e-08 5.16859e-08 5.08669e-08 3.13158e-07 4.57862e-08 2.7222e-06 2.42231e-08 2.82614e-08 2.14297e-07 4.53279e-08 0 5.01419e-08 4.23523e-08 6.14862e-08 4.69869e-08 3.30775e-08 2.59145e-08 5.30801e-08 2.92532e-08 2.66285e-08 2.82463e-08 3.35251e-08 2.45011e-08 5.25375e-08 0.00391989 2.5018e-08 2.56372e-08 4.78297e-08 0.035575 3.63252e-08 0 3.39053e-08 3.88359e-08 3.45118e-08 2.53545e-08 5.09908e-08 -------------------------------------------------------------- Initialization seed trial #411 of 1000; initialization seed = 493577636 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 500115 Distortion: 0.0400703 Distortions/cluster: 9.61866e-06 8.4698e-06 5.3123e-06 9.43898e-06 1.12256e-05 1.27602e-05 6.09484e-06 1.56855e-05 4.85186e-06 5.98112e-06 5.9659e-06 4.20445e-06 1.0481e-05 4.67321e-06 2.85499e-06 0.0356196 5.2757e-06 3.81968e-06 1.17945e-05 2.37044e-35 0.00391362 3.57103e-06 1.33437e-05 4.98589e-06 9.79696e-06 0 3.41401e-06 4.72262e-06 4.26476e-06 4.17563e-06 1.15054e-05 9.49479e-06 0.000275494 6.10159e-06 1.59192e-05 0 7.30501e-06 2.45348e-05 Variance: 6.81236e-06 Variances/cluster: 4.78387e-08 5.84074e-08 2.75221e-08 8.73913e-08 5.42127e-08 4.58963e-08 3.50243e-08 5.89498e-08 2.66562e-08 3.18117e-08 2.28558e-08 2.2481e-08 5.2401e-08 4.32666e-08 1.0977e-07 0.035575 2.69145e-08 2.15782e-08 4.1092e-08 0 0.00391989 2.92673e-08 4.1816e-08 2.40843e-08 3.88642e-08 0 1.31266e-07 3.57743e-08 2.68193e-08 2.29406e-08 4.85305e-08 3.06257e-08 2.89966e-06 2.94737e-08 7.5794e-07 0 3.31938e-08 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #412 of 1000; initialization seed = 493577637 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 99 BIC score: 718123 Distortion: 0.000298502 Distortions/cluster: 7.09304e-06 5.75595e-06 5.11331e-06 9.11814e-06 4.35604e-05 1.22239e-05 4.81569e-35 9.64317e-35 3.14299e-05 1.39664e-05 6.815e-06 9.83157e-06 1.0415e-05 5.77347e-06 4.35523e-06 9.19216e-06 9.6048e-06 1.08283e-34 9.23755e-06 1.04221e-05 8.29838e-06 2.37044e-35 3.5604e-06 6.08437e-06 1.27749e-35 5.64976e-06 0 5.40129e-06 1.4607e-05 4.91197e-06 9.67038e-06 5.83568e-06 1.00519e-05 4.88845e-06 0 0 5.22342e-06 1.04111e-05 Variance: 5.07484e-08 Variances/cluster: 5.62891e-08 2.33961e-08 1.7043e-07 4.22102e-08 2.7222e-06 3.59411e-08 2.67973e-31 6.86694e-32 3.11154e-07 4.25665e-08 3.04215e-08 3.65454e-08 3.00986e-08 3.90068e-08 2.26808e-08 4.71241e-08 5.10855e-08 0 5.24691e-08 5.31567e-08 3.42878e-08 0 3.82808e-08 3.25339e-08 0 3.28438e-08 0 2.51201e-08 4.90011e-08 2.37267e-08 5.46184e-08 1.42286e-07 3.16066e-08 3.28046e-08 0 0 2.88561e-08 3.89892e-08 -------------------------------------------------------------- Initialization seed trial #413 of 1000; initialization seed = 493577638 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 716697 Distortion: 0.000306049 Distortions/cluster: 0 8.31402e-06 3.5577e-06 1.15893e-05 2.01018e-05 6.65119e-06 7.44612e-06 7.09876e-06 4.35604e-05 7.00653e-06 8.10683e-06 6.59189e-06 6.02654e-06 4.89901e-06 5.89015e-06 1.27749e-35 9.64317e-35 5.83409e-06 8.42709e-06 1.0025e-05 5.85933e-06 1.07475e-05 8.58674e-06 5.23902e-06 3.58104e-05 5.72695e-06 4.95886e-06 4.96176e-06 8.49217e-06 5.64717e-06 4.81569e-35 8.2813e-06 1.36603e-05 2.37044e-35 5.14218e-06 1.18092e-05 1.08283e-34 0 Variance: 5.20315e-08 Variances/cluster: 0 3.14894e-08 2.91581e-08 4.95111e-08 5.99857e-08 2.67093e-08 4.8024e-08 3.1688e-08 2.7222e-06 4.48992e-08 5.7901e-08 2.34566e-08 5.42897e-08 2.28899e-08 4.90694e-08 0 6.86694e-32 2.63963e-08 8.51143e-08 3.24405e-08 4.47239e-08 4.40433e-08 3.14505e-08 2.47096e-08 3.16869e-07 2.98253e-08 4.20104e-08 4.35099e-08 6.58255e-08 3.42214e-08 2.67973e-31 2.94683e-08 3.90169e-08 0 3.49777e-08 7.19857e-08 0 0 -------------------------------------------------------------- Initialization seed trial #414 of 1000; initialization seed = 493577639 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 71 BIC score: 505161 Distortion: 0.0361792 Distortions/cluster: 9.80626e-06 5.18171e-06 5.91194e-06 7.58106e-06 7.22332e-06 5.61257e-06 8.8874e-06 1.51538e-05 5.81163e-06 5.11331e-06 4.84384e-06 4.76104e-06 5.91001e-06 6.68237e-06 5.5299e-06 2.37044e-35 5.23509e-06 1.08283e-34 0.000296857 6.07289e-06 9.54345e-06 1.47796e-05 0 3.45828e-06 0 7.52995e-06 3.77725e-05 9.00688e-06 0.0356196 7.55272e-06 9.26587e-06 1.65052e-05 7.36072e-06 0 0 5.83568e-06 1.88585e-05 1.27749e-35 Variance: 6.15083e-06 Variances/cluster: 5.15953e-08 2.4555e-08 2.47335e-08 3.86755e-08 2.46508e-08 2.98506e-08 5.01951e-08 4.24337e-08 3.37852e-08 1.7043e-07 2.59003e-08 3.17375e-08 2.46229e-08 5.56815e-08 2.57182e-08 0 3.82093e-08 0 1.9788e-05 2.82435e-08 2.98207e-08 3.88812e-08 0 3.80001e-08 0 4.06987e-08 3.66684e-07 5.1464e-08 0.035575 2.86064e-08 4.30936e-08 5.22151e-08 4.27909e-08 0 0 1.42286e-07 6.47855e-08 0 -------------------------------------------------------------- Initialization seed trial #415 of 1000; initialization seed = 493577640 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 25 BIC score: 505586 Distortion: 0.0359157 Distortions/cluster: 1.00151e-05 3.1695e-05 1.27749e-35 6.12055e-06 5.16639e-06 5.24399e-06 2.37044e-35 0 5.70552e-06 5.55484e-06 6.74183e-06 6.84873e-06 6.96004e-06 0 0 7.92634e-06 8.29178e-06 6.82945e-06 5.5155e-06 5.11331e-06 4.35604e-05 6.34301e-06 8.52909e-06 7.94064e-06 1.05137e-05 4.81569e-35 1.34048e-05 1.02369e-05 1.23327e-05 0.0356196 7.27603e-06 8.51815e-06 6.5642e-06 1.23904e-05 4.82365e-06 9.61386e-06 1.03555e-05 1.08283e-34 Variance: 6.10603e-06 Variances/cluster: 2.71387e-08 3.10701e-07 0 4.56718e-08 2.50766e-08 4.48176e-08 0 0 3.03449e-08 3.85722e-08 4.29277e-08 3.58539e-08 4.40365e-08 0 0 5.74323e-08 5.24631e-08 4.87672e-08 1.37842e-07 1.7043e-07 2.7222e-06 2.51679e-08 3.33138e-08 2.86641e-08 3.24466e-08 2.67973e-31 3.42804e-08 4.6516e-08 3.21136e-08 0.035575 4.84913e-08 5.49508e-08 2.76946e-08 4.22744e-08 4.22988e-08 4.27247e-08 3.25538e-08 0 -------------------------------------------------------------- Initialization seed trial #416 of 1000; initialization seed = 493577641 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 491036 Distortion: 0.048845 Distortions/cluster: 9.69819e-06 6.28284e-06 3.10311e-06 4.81569e-35 1.03963e-05 1.14431e-05 3.56902e-06 5.11331e-06 0.0446389 3.32531e-06 8.17919e-06 4.23306e-06 1.54542e-05 3.82382e-06 1.559e-05 4.51181e-06 3.79587e-06 5.35224e-06 2.5615e-06 2.72225e-06 5.10962e-06 0.00391362 3.30314e-06 5.41246e-06 5.45431e-06 1.77311e-05 5.23937e-06 6.63649e-06 5.83568e-06 4.35604e-05 6.22172e-06 3.14299e-05 4.37652e-06 5.9147e-06 1.31054e-05 3.80003e-06 5.85758e-06 4.34449e-06 Variance: 8.30415e-06 Variances/cluster: 3.12814e-08 2.68474e-08 3.65043e-08 2.67973e-31 4.87934e-08 5.49975e-08 2.39507e-08 1.7043e-07 0.0422886 2.32519e-08 3.66748e-08 3.95581e-08 4.27954e-08 3.26793e-08 3.97575e-08 3.79111e-08 4.08133e-08 3.05806e-08 2.78399e-08 2.56793e-08 3.27513e-08 0.00391989 2.56035e-08 2.5172e-08 2.52492e-08 6.42232e-08 3.21403e-08 2.97574e-08 1.42286e-07 2.7222e-06 6.22115e-08 3.11154e-07 2.55907e-08 2.21505e-08 5.01962e-08 2.1346e-08 5.42321e-08 4.3011e-08 -------------------------------------------------------------- Initialization seed trial #417 of 1000; initialization seed = 493577642 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 501095 Distortion: 0.0398297 Distortions/cluster: 3.25172e-06 1.33102e-05 5.38666e-06 8.89005e-06 6.71063e-06 1.22585e-05 7.37101e-06 5.3246e-06 1.33621e-05 1.54459e-05 7.40304e-06 3.10678e-06 5.76127e-06 3.10001e-05 5.89235e-06 5.31948e-06 4.87444e-06 5.39264e-06 7.57641e-06 6.59861e-06 2.37044e-35 8.14798e-06 1.01015e-05 5.71392e-06 1.23553e-05 6.71354e-06 5.08037e-06 0.00391362 6.82119e-06 0 4.35604e-05 3.89927e-06 0 4.81569e-35 4.89637e-06 1.50446e-05 0.0356196 0 Variance: 6.77146e-06 Variances/cluster: 3.78077e-08 3.79085e-08 3.45269e-08 4.91117e-08 2.56103e-08 3.31278e-08 5.18929e-08 2.54736e-08 3.40839e-08 4.26542e-08 4.83704e-08 3.93238e-08 3.03189e-08 3.09968e-07 4.82829e-08 4.32441e-08 4.47049e-08 1.7394e-07 4.42923e-08 5.49836e-08 0 4.451e-08 2.72254e-08 1.428e-07 3.21724e-08 2.66387e-08 3.73526e-08 0.00391989 4.15888e-08 0 2.7222e-06 4.14785e-08 0 2.67973e-31 4.21962e-08 3.59886e-08 0.035575 0 -------------------------------------------------------------- Initialization seed trial #418 of 1000; initialization seed = 493577643 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 84 BIC score: 718140 Distortion: 0.000296447 Distortions/cluster: 9.04388e-06 1.20902e-05 1.22239e-05 1.27749e-35 9.67038e-06 2.37044e-35 6.48094e-06 8.77632e-06 1.04956e-05 3.14299e-05 4.81569e-35 5.11331e-06 5.91254e-06 4.35604e-05 4.52422e-06 4.4237e-06 7.45902e-06 9.64317e-35 5.56406e-06 4.06503e-06 5.63548e-06 8.35888e-06 0 5.83568e-06 4.04753e-06 1.39664e-05 6.77115e-06 5.94758e-06 9.19216e-06 4.03438e-06 1.08283e-34 0 5.81056e-06 4.22658e-06 9.23755e-06 1.04221e-05 1.4607e-05 7.52059e-06 Variance: 5.0399e-08 Variances/cluster: 4.96871e-08 4.57925e-08 3.59411e-08 0 5.46184e-08 0 3.04243e-08 3.03649e-08 5.27376e-08 3.11154e-07 2.67973e-31 1.7043e-07 3.41734e-08 2.7222e-06 2.38091e-08 3.2052e-08 2.86861e-08 6.86694e-32 3.91804e-08 2.46336e-08 2.50444e-08 5.84487e-08 0 1.42286e-07 2.31267e-08 4.25665e-08 2.83287e-08 3.24976e-08 4.71241e-08 2.30509e-08 0 0 2.41081e-08 2.50072e-08 5.24691e-08 5.31567e-08 4.90011e-08 3.41815e-08 -------------------------------------------------------------- Initialization seed trial #419 of 1000; initialization seed = 493577644 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 505471 Distortion: 0.0359271 Distortions/cluster: 1.27749e-35 6.68421e-06 7.96166e-06 8.55525e-06 2.37044e-35 3.65448e-05 1.08283e-34 6.1707e-06 4.08341e-05 4.13071e-06 1.60211e-05 1.60953e-05 6.34285e-06 8.03296e-06 3.26114e-06 0 4.79646e-06 5.42434e-06 0 7.90618e-06 2.22648e-05 5.39969e-06 5.80596e-06 4.65306e-06 5.6719e-06 1.5367e-05 4.49592e-06 5.50894e-06 6.64336e-06 5.63262e-06 0.0356196 1.04297e-05 6.49955e-06 1.91309e-05 5.14103e-06 4.81569e-35 6.11457e-06 0 Variance: 6.10797e-06 Variances/cluster: 0 2.53168e-08 5.72732e-08 6.43201e-08 0 3.35237e-07 0 6.04915e-08 2.72194e-06 2.29457e-08 4.41208e-08 4.01248e-08 2.39332e-08 3.53844e-08 2.43344e-08 0 2.83781e-08 5.37031e-08 0 2.83351e-08 5.66354e-08 3.1574e-08 2.85983e-08 2.55637e-08 2.53188e-08 5.9543e-08 2.48364e-08 6.40519e-08 2.76782e-08 4.43475e-08 0.035575 4.38185e-08 1.51104e-07 6.43936e-08 3.02385e-08 2.67973e-31 3.21791e-08 0 -------------------------------------------------------------- Initialization seed trial #420 of 1000; initialization seed = 493577645 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 600808 Distortion: 0.00421737 Distortions/cluster: 2.37044e-35 9.85554e-06 3.28529e-05 9.86811e-06 4.5416e-06 7.04177e-06 9.64317e-35 4.81569e-35 5.24303e-06 4.14548e-06 0 8.14278e-06 5.93163e-06 4.35604e-05 1.22827e-05 0 9.96726e-06 0 3.10818e-06 9.22266e-06 6.30054e-06 6.08121e-06 1.02874e-05 1.03592e-05 1.25103e-05 4.25902e-06 4.1163e-06 9.31235e-06 0.00391362 1.19725e-05 0 7.15712e-06 1.45732e-05 6.10065e-06 6.00296e-06 6.04293e-06 1.90504e-06 2.10019e-05 Variance: 7.16996e-07 Variances/cluster: 0 2.18977e-07 3.12848e-07 4.7888e-08 3.69204e-08 5.91691e-08 6.86694e-32 2.67973e-31 3.61558e-08 4.50558e-08 0 3.25683e-08 3.61651e-08 2.7222e-06 4.9511e-08 0 2.73794e-08 0 3.61388e-08 5.42346e-08 2.70385e-08 3.26915e-08 5.30108e-08 2.72586e-08 3.18301e-08 4.21649e-08 4.03534e-08 5.25951e-08 0.00391989 3.39135e-08 0 3.11143e-08 3.95882e-08 3.35172e-08 2.88574e-08 2.56034e-08 5.01283e-08 5.67432e-08 -------------------------------------------------------------- Initialization seed trial #421 of 1000; initialization seed = 493577646 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 717720 Distortion: 0.000303284 Distortions/cluster: 8.61082e-06 7.33224e-06 9.85554e-06 6.90596e-06 5.93479e-06 2.81659e-06 1.08283e-34 6.1669e-06 5.82085e-06 6.85005e-06 4.98074e-06 0 4.35604e-05 1.98602e-06 1.27749e-35 5.62033e-06 1.0886e-05 9.64317e-35 7.01118e-06 8.52107e-06 4.43671e-06 8.43186e-06 1.2288e-05 9.73864e-06 3.28529e-05 9.27089e-06 1.03168e-05 5.88848e-06 2.37044e-35 2.10019e-05 1.45095e-05 1.1588e-05 0 1.00969e-05 4.81569e-35 4.39014e-06 5.61351e-06 0 Variance: 5.15613e-08 Variances/cluster: 5.41397e-08 3.04216e-08 2.18977e-07 3.83632e-08 3.13973e-08 3.52046e-08 0 3.80633e-08 4.40829e-08 2.73979e-08 3.71667e-08 0 2.7222e-06 5.09191e-08 0 5.01659e-08 3.09235e-08 6.86694e-32 6.37321e-08 5.07042e-08 4.22518e-08 4.60608e-08 3.12644e-08 2.68259e-08 3.12848e-07 3.09e-08 3.60696e-08 3.05075e-08 0 5.67432e-08 3.94152e-08 4.82678e-08 0 2.67791e-08 2.67973e-31 4.2619e-08 4.35118e-08 0 -------------------------------------------------------------- Initialization seed trial #422 of 1000; initialization seed = 493577647 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 501548 Distortion: 0.0398374 Distortions/cluster: 0.00391362 0.0356196 1.27307e-05 4.81569e-35 5.11331e-06 6.41592e-06 7.35689e-06 6.19987e-06 5.5155e-06 7.37206e-06 1.00301e-05 7.67021e-06 8.00782e-06 9.45303e-06 8.4698e-06 1.28886e-05 4.35604e-05 1.05208e-05 1.0839e-05 1.43116e-05 7.5038e-06 2.37044e-35 0 1.25148e-05 0 0 8.47813e-06 9.56471e-06 1.09914e-05 0 0 0 3.1695e-05 9.91542e-06 7.75811e-06 6.49319e-06 0 1.28964e-05 Variance: 6.77277e-06 Variances/cluster: 0.00391989 0.035575 4.17361e-08 2.67973e-31 1.7043e-07 4.36315e-08 4.87055e-08 3.99959e-08 1.37842e-07 3.04595e-08 3.64698e-08 4.79233e-08 2.90113e-08 5.16393e-08 5.84074e-08 4.44286e-08 2.7222e-06 5.26002e-08 3.39671e-08 4.58557e-08 5.1031e-08 0 0 4.61763e-08 0 0 2.93335e-08 2.79637e-08 3.31038e-08 0 0 0 3.10701e-07 3.71332e-08 2.47841e-08 3.31256e-08 0 3.37569e-08 -------------------------------------------------------------- Initialization seed trial #423 of 1000; initialization seed = 493577648 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 33 BIC score: 720331 Distortion: 0.000285987 Distortions/cluster: 9.03158e-06 1.03735e-05 0 4.87117e-06 1.59192e-05 1.08283e-34 6.72675e-06 1.07643e-05 5.86683e-06 2.37044e-35 0 7.29134e-06 1.39404e-05 1.23487e-05 4.81569e-35 8.75787e-06 6.78705e-06 3.46171e-06 1.4133e-05 7.70122e-06 1.04195e-05 6.54184e-06 6.73857e-06 1.20694e-05 1.27749e-35 5.10339e-06 2.45348e-05 0 5.1829e-06 6.01234e-06 9.64317e-35 8.93864e-06 1.47638e-05 1.52699e-05 8.25129e-06 1.76893e-05 6.49721e-06 0 Variance: 4.86208e-08 Variances/cluster: 5.01716e-08 4.93817e-08 0 2.56347e-08 7.5794e-07 0 6.11469e-08 5.38045e-08 2.99293e-08 0 0 2.65117e-08 3.57416e-08 3.42039e-08 2.67973e-31 3.42074e-08 3.26267e-08 3.80377e-08 8.66766e-08 4.1401e-08 5.45346e-08 2.36147e-08 5.56858e-08 1.20681e-07 0 3.69777e-08 2.72576e-06 0 2.3239e-08 2.86276e-08 6.86694e-32 8.59421e-08 3.61739e-08 7.51979e-08 3.13711e-08 4.71563e-08 2.87461e-08 0 -------------------------------------------------------------- Initialization seed trial #424 of 1000; initialization seed = 493577649 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 71 BIC score: 501314 Distortion: 0.0398319 Distortions/cluster: 6.05748e-06 9.49606e-06 1.38096e-05 9.59459e-06 4.55033e-06 5.50578e-06 7.49574e-06 1.10035e-05 3.02423e-06 4.06507e-06 3.19303e-06 4.35604e-05 5.79327e-06 1.0292e-05 5.25815e-06 4.81569e-35 8.35888e-06 0 1.25725e-05 3.1695e-05 1.32453e-05 5.83241e-06 0.00391362 1.02188e-05 5.25834e-06 9.14688e-06 3.04943e-06 2.37044e-35 1.13296e-05 0.0356196 5.29467e-06 1.21943e-05 7.43933e-06 0 0 7.93666e-06 0 1.24635e-05 Variance: 6.77183e-06 Variances/cluster: 4.96366e-08 3.1749e-08 3.31136e-08 3.80614e-08 4.09804e-08 4.23385e-08 3.55211e-08 2.85781e-08 4.31889e-08 3.83378e-08 3.54666e-08 2.7222e-06 4.13671e-08 3.12797e-08 1.34779e-07 2.67973e-31 5.84487e-08 0 4.44217e-08 3.10701e-07 3.47615e-08 3.9405e-08 0.00391989 5.2943e-08 1.6961e-07 4.73774e-08 4.8389e-08 0 3.3716e-08 0.035575 4.07149e-08 4.56677e-08 2.9402e-08 0 0 3.89008e-08 0 2.83228e-08 -------------------------------------------------------------- Initialization seed trial #425 of 1000; initialization seed = 493577650 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 68 BIC score: 600736 Distortion: 0.0042102 Distortions/cluster: 6.01159e-06 3.10001e-05 4.35604e-05 1.02257e-05 8.53606e-06 5.39264e-06 8.78784e-06 2.37044e-35 6.76933e-06 1.04189e-05 4.81569e-35 5.96018e-06 9.95998e-06 8.4342e-06 1.0719e-05 5.71392e-06 9.64317e-35 0 7.05352e-06 8.63819e-06 4.88329e-06 6.88952e-06 1.35406e-05 1.26906e-05 0 7.01146e-06 6.85094e-06 5.95467e-06 1.24232e-05 1.0806e-05 0 0 5.95668e-06 4.40364e-06 5.35677e-06 0.00391362 6.58963e-06 6.04097e-06 Variance: 7.15777e-07 Variances/cluster: 4.2926e-08 3.09968e-07 2.7222e-06 3.63874e-08 5.84612e-08 1.7394e-07 4.34902e-08 0 3.0767e-08 5.26165e-08 2.67973e-31 3.99979e-08 2.82921e-08 2.73814e-08 3.2877e-08 1.428e-07 6.86694e-32 0 3.05311e-08 3.69121e-08 4.13702e-08 3.32798e-08 4.29719e-08 4.14687e-08 0 2.4686e-08 2.78469e-08 4.57914e-08 4.6179e-08 3.36525e-08 0 0 2.56731e-08 6.03055e-08 4.35366e-08 0.00391989 4.30556e-08 4.54063e-08 -------------------------------------------------------------- Initialization seed trial #426 of 1000; initialization seed = 493577651 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 504387 Distortion: 0.0361738 Distortions/cluster: 6.13425e-06 6.03374e-06 5.18286e-06 5.68513e-06 4.58229e-06 6.75884e-06 5.03961e-06 4.35604e-05 5.45067e-06 1.08283e-34 7.253e-06 6.09788e-06 6.2904e-06 0.0356196 6.84092e-06 7.53987e-06 2.37044e-35 7.63941e-06 6.78262e-06 1.27749e-35 5.27391e-06 1.29035e-05 6.10798e-06 6.17219e-06 8.09646e-06 6.44716e-06 7.61312e-06 5.03028e-06 1.3825e-05 5.33618e-06 8.57535e-06 5.46635e-06 7.60285e-06 7.40868e-06 4.43671e-06 0.000296364 3.37035e-06 7.3731e-06 Variance: 6.14992e-06 Variances/cluster: 3.48505e-08 2.81926e-08 3.75539e-08 4.4067e-08 1.23805e-07 2.73614e-08 2.49456e-08 2.7222e-06 2.94597e-08 0 2.60876e-08 3.20908e-08 2.3646e-08 0.035575 4.88491e-08 4.86287e-08 0 2.85028e-08 5.51385e-08 0 2.63671e-08 3.57321e-08 3.24864e-08 7.0921e-08 4.52169e-08 3.7921e-08 3.46021e-08 4.29797e-08 4.05296e-08 2.38196e-08 5.29176e-08 3.00323e-08 4.41883e-08 2.315e-07 4.22518e-08 2.99326e-06 3.74453e-08 3.92153e-08 -------------------------------------------------------------- Initialization seed trial #427 of 1000; initialization seed = 493577652 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 81 BIC score: 718213 Distortion: 0.000300805 Distortions/cluster: 3.57297e-06 7.61925e-06 1.40048e-05 9.59531e-06 1.24333e-05 5.28954e-06 0 3.39217e-06 1.38669e-05 1.07921e-05 7.42194e-06 9.64317e-35 4.35604e-05 8.20606e-06 9.44709e-06 8.63411e-06 7.96621e-06 9.28699e-06 7.69273e-06 1.21171e-05 2.85499e-06 4.87327e-06 9.547e-06 5.68317e-06 7.43374e-06 3.35647e-05 1.26452e-05 6.85063e-06 2.37044e-35 2.83417e-06 3.80286e-06 0 1.08283e-34 1.27749e-35 4.80621e-06 1.10097e-05 4.81569e-35 0 Variance: 5.11398e-08 Variances/cluster: 4.05886e-08 4.32872e-08 3.51849e-08 3.05557e-08 4.28592e-08 4.06766e-08 0 4.84449e-08 3.45777e-08 3.43585e-08 2.47376e-08 6.86694e-32 2.7222e-06 2.67275e-08 5.16195e-08 4.47321e-08 3.49365e-08 1.19055e-07 4.68919e-08 4.34164e-08 1.0977e-07 4.12853e-08 2.75893e-08 4.37025e-08 3.12306e-08 3.13656e-07 3.33615e-08 5.56914e-08 0 1.18052e-07 3.92017e-08 0 0 0 4.10654e-08 4.40351e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #428 of 1000; initialization seed = 493577653 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 24 BIC score: 717773 Distortion: 0.000301485 Distortions/cluster: 8.50754e-06 4.65678e-06 1.51147e-05 5.83568e-06 5.91217e-06 3.00036e-05 2.37044e-35 5.16859e-06 5.46347e-06 7.92634e-06 4.08345e-06 1.75643e-05 1.27749e-35 7.58594e-06 1.08283e-34 1.05169e-05 5.42963e-06 4.81569e-35 1.66985e-05 5.41509e-06 5.71575e-06 9.64317e-35 8.40764e-06 5.42941e-06 6.41949e-06 0 1.16021e-05 6.63505e-06 6.96373e-06 0 0 4.7954e-06 6.18389e-06 5.32621e-06 1.14479e-05 1.29201e-05 4.35604e-05 1.01952e-05 Variance: 5.12555e-08 Variances/cluster: 3.28448e-08 3.69553e-08 5.65917e-08 1.42286e-07 1.59774e-07 3.22584e-07 0 2.50873e-08 2.22979e-08 5.74323e-08 2.89581e-08 4.19061e-08 0 4.41001e-08 0 3.25569e-08 2.61017e-08 2.67973e-31 4.29127e-08 2.6673e-08 2.93081e-08 6.86694e-32 4.16185e-08 2.40213e-08 4.58499e-08 0 3.34326e-08 2.81122e-08 4.22006e-08 0 0 4.94341e-08 2.60901e-08 4.43813e-08 5.77995e-08 5.68985e-08 2.7222e-06 4.83027e-08 -------------------------------------------------------------- Initialization seed trial #429 of 1000; initialization seed = 493577654 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 73 BIC score: 718444 Distortion: 0.000293654 Distortions/cluster: 4.81569e-35 6.05003e-06 0 4.4194e-06 5.08718e-06 4.72857e-06 9.74038e-06 5.88995e-06 8.86581e-06 4.91037e-06 8.9178e-06 5.51039e-06 1.4863e-05 4.78835e-06 8.9181e-06 5.68242e-06 1.08283e-34 1.14973e-05 4.58565e-06 5.86555e-06 5.83568e-06 5.04438e-06 9.08505e-06 5.11331e-06 1.00229e-05 5.28108e-06 6.27881e-06 8.64035e-06 1.27749e-35 2.37044e-35 5.32894e-06 3.14299e-05 7.34137e-06 7.98549e-06 4.35604e-05 7.07174e-06 1.53139e-05 9.64317e-35 Variance: 4.99241e-08 Variances/cluster: 2.67973e-31 2.35389e-08 0 2.42803e-08 2.70567e-08 2.9925e-08 4.77316e-08 2.52765e-08 2.67818e-08 3.18827e-08 5.4031e-08 3.14852e-08 3.89978e-08 4.35278e-08 5.18327e-08 3.22832e-08 0 4.80903e-08 2.90206e-08 4.04488e-08 1.42286e-07 2.40187e-08 4.09198e-08 1.7043e-07 5.24591e-08 2.90144e-08 4.18551e-08 4.25598e-08 0 0 4.4037e-08 3.11154e-07 2.86748e-08 5.78609e-08 2.7222e-06 3.0089e-08 4.27622e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #430 of 1000; initialization seed = 493577655 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 500640 Distortion: 0.039829 Distortions/cluster: 5.66887e-06 4.18771e-06 1.27659e-05 5.82163e-06 3.1695e-05 7.0053e-06 4.35604e-05 9.27521e-06 6.67101e-06 1.006e-05 5.98462e-06 6.40449e-06 5.5155e-06 4.81569e-35 0.0356196 5.11331e-06 7.01212e-06 5.86956e-06 1.04719e-05 2.37044e-35 0.00391362 6.31619e-06 8.02099e-06 7.92485e-06 9.41558e-06 1.08717e-05 9.22769e-06 0 1.33476e-05 8.66098e-06 0 8.58158e-06 6.92734e-06 0 5.0849e-06 3.5405e-06 9.96901e-06 4.90264e-06 Variance: 6.77134e-06 Variances/cluster: 3.29548e-08 2.2038e-08 4.46213e-08 3.32631e-08 3.10701e-07 2.68379e-08 2.7222e-06 3.34816e-08 3.04586e-08 3.31904e-08 2.77039e-08 4.57424e-08 1.37842e-07 2.67973e-31 0.035575 1.7043e-07 4.58158e-08 6.17661e-08 4.30906e-08 0 0.00391989 2.39229e-08 5.72879e-08 3.2212e-08 4.07564e-08 5.00845e-08 3.46875e-08 0 4.40374e-08 5.1232e-08 0 4.68787e-08 3.91343e-08 0 4.49962e-08 2.97487e-08 2.99343e-08 2.40299e-08 -------------------------------------------------------------- Initialization seed trial #431 of 1000; initialization seed = 493577656 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 500725 Distortion: 0.0398366 Distortions/cluster: 4.81569e-35 6.25336e-06 2.70809e-06 0.00391362 1.28961e-05 1.26276e-05 5.42723e-06 5.85206e-06 1.05017e-05 1.47032e-05 5.04254e-06 3.35567e-05 1.39809e-05 9.27738e-06 5.36927e-06 4.99875e-06 9.66305e-06 2.37044e-35 9.61995e-06 8.43566e-06 0 4.10167e-06 1.04366e-05 0.0356196 6.26713e-06 5.95158e-06 9.374e-06 6.42812e-06 9.79078e-06 0 4.35604e-05 3.61937e-06 1.3473e-05 0 0 5.29891e-06 7.12527e-06 7.12292e-06 Variance: 6.77263e-06 Variances/cluster: 2.67973e-31 2.71861e-08 3.47161e-08 0.00391989 4.62188e-08 4.71029e-08 3.17354e-08 2.55526e-08 5.3291e-08 4.32304e-08 3.03741e-08 3.13581e-07 4.72283e-08 3.06158e-08 2.237e-08 2.34655e-08 4.75859e-08 0 5.624e-08 5.8576e-08 0 2.205e-08 5.24411e-08 0.035575 2.94201e-08 3.45988e-08 5.26459e-08 2.66696e-08 8.90001e-08 0 2.7222e-06 2.89516e-08 3.79399e-08 0 0 2.73116e-08 3.31379e-08 1.58239e-07 -------------------------------------------------------------- Initialization seed trial #432 of 1000; initialization seed = 493577657 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 505278 Distortion: 0.0359168 Distortions/cluster: 3.96325e-06 1.08283e-34 4.35604e-05 1.20526e-05 3.1695e-05 4.81569e-35 7.92634e-06 1.10994e-05 4.21084e-06 9.37796e-06 5.77782e-06 9.37494e-06 5.09729e-06 6.87072e-06 0.0356196 1.47181e-05 1.05113e-05 6.87889e-06 1.17724e-05 1.03505e-05 4.31717e-06 2.37044e-35 1.00449e-05 5.11331e-06 5.5155e-06 7.54057e-06 0 9.37469e-06 3.9606e-06 5.07603e-06 6.92862e-06 0 1.27749e-35 7.11304e-06 6.7381e-06 1.07052e-05 4.89995e-06 4.68929e-06 Variance: 6.10622e-06 Variances/cluster: 2.52407e-08 0 2.7222e-06 5.19347e-08 3.10701e-07 2.67973e-31 5.74323e-08 3.31218e-08 2.23955e-08 3.52524e-08 2.80453e-08 4.30007e-08 3.33118e-08 5.97399e-08 0.035575 4.41844e-08 3.02024e-08 3.33895e-08 6.09773e-08 4.63996e-08 4.3605e-08 0 3.15845e-08 1.7043e-07 1.37842e-07 2.96847e-08 0 4.78146e-08 2.67585e-08 4.22966e-08 2.36451e-08 0 0 3.20379e-08 2.99445e-08 5.40495e-08 4.18766e-08 2.4169e-08 -------------------------------------------------------------- Initialization seed trial #433 of 1000; initialization seed = 493577658 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 600951 Distortion: 0.00422297 Distortions/cluster: 1.16975e-05 6.89102e-06 2.38123e-05 4.8681e-06 2.07028e-05 4.24775e-06 3.59895e-06 9.85554e-06 9.9836e-06 9.64317e-35 5.61761e-06 4.81569e-35 3.28529e-05 3.1919e-06 4.35604e-05 6.65102e-06 4.53204e-06 3.68998e-06 0 1.1113e-05 1.15676e-05 3.96271e-06 4.96959e-06 9.67052e-06 0.00391362 6.69383e-06 6.28991e-06 1.3537e-05 1.42521e-05 6.26247e-06 2.37044e-35 0 5.10277e-06 0 0 1.26562e-05 0 7.5167e-06 Variance: 7.17948e-07 Variances/cluster: 3.15268e-08 3.4625e-08 5.5618e-08 2.61695e-08 4.61966e-08 4.20544e-08 2.92563e-08 2.18977e-07 5.36581e-08 6.86694e-32 3.51072e-08 2.67973e-31 3.12848e-07 3.79958e-08 2.7222e-06 3.22832e-08 3.62533e-08 2.14509e-08 0 5.39294e-08 5.006e-08 4.35425e-08 2.50964e-08 2.72385e-08 0.00391989 2.89749e-08 2.58822e-08 3.52495e-08 6.06285e-08 5.44515e-08 0 0 3.8654e-08 0 0 3.32156e-08 0 5.87189e-08 -------------------------------------------------------------- Initialization seed trial #434 of 1000; initialization seed = 493577659 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 505637 Distortion: 0.0361584 Distortions/cluster: 4.84115e-06 1.18102e-05 5.50426e-06 1.38087e-05 5.90192e-06 1.59192e-05 9.31556e-06 1.01626e-05 3.00763e-06 1.90504e-06 5.71392e-06 6.41968e-06 4.07498e-06 2.37044e-35 4.72542e-06 0.0356196 1.08283e-34 6.69363e-06 4.12292e-06 0.000272566 1.1925e-05 1.63001e-05 4.25902e-06 1.27749e-35 1.20557e-05 5.55761e-06 6.80108e-06 4.42198e-06 1.60441e-05 0 5.7607e-06 6.08627e-06 0 1.65498e-05 2.45348e-05 1.36615e-05 0 8.35349e-06 Variance: 6.14729e-06 Variances/cluster: 1.72882e-07 5.75926e-08 4.40196e-08 5.45625e-08 2.54371e-08 7.5794e-07 5.57643e-08 2.75386e-08 3.58023e-08 5.01283e-08 1.428e-07 4.82639e-08 4.03438e-08 0 3.66282e-08 0.035575 0 3.20232e-08 4.5303e-08 3.13264e-06 3.1545e-08 4.2881e-08 4.21649e-08 0 3.29359e-08 2.54906e-08 3.50538e-08 3.68466e-08 4.04004e-08 0 3.4287e-08 2.50436e-08 0 3.92141e-08 2.72576e-06 3.48478e-08 0 4.53847e-08 -------------------------------------------------------------- Initialization seed trial #435 of 1000; initialization seed = 493577660 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 689763 Distortion: 0.000555585 Distortions/cluster: 8.5278e-06 6.9445e-06 9.89451e-06 5.90772e-06 2.37044e-35 8.94587e-06 5.15232e-06 5.96649e-06 3.8525e-06 3.57562e-05 4.71291e-06 7.66624e-06 4.80732e-06 5.52736e-06 6.502e-06 6.3857e-06 1.08283e-34 1.28477e-05 7.41282e-06 5.89472e-06 9.72389e-06 6.46266e-06 9.72081e-06 5.76415e-06 5.79791e-06 5.98302e-06 1.17875e-05 9.18407e-06 7.26154e-06 1.03922e-05 3.39666e-06 1.27749e-35 0 3.34843e-06 9.64317e-35 7.95856e-06 0.000300791 5.30761e-06 Variance: 9.44551e-08 Variances/cluster: 5.84046e-08 3.05899e-08 5.23351e-08 2.52445e-08 0 4.65781e-08 2.8307e-08 4.20044e-08 2.20117e-08 3.34134e-07 2.75577e-08 5.24928e-08 2.41548e-08 2.74965e-08 3.35045e-08 2.77615e-08 0 4.62108e-08 4.97344e-08 4.12083e-08 8.9203e-08 3.65003e-08 2.02457e-07 4.96744e-08 2.1877e-08 3.45806e-08 4.06429e-08 3.07133e-08 3.34604e-08 5.24817e-08 2.854e-08 0 0 3.18869e-08 6.86694e-32 3.04825e-08 1.87971e-05 2.88432e-08 -------------------------------------------------------------- Initialization seed trial #436 of 1000; initialization seed = 493577661 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 74 BIC score: 597255 Distortion: 0.0044653 Distortions/cluster: 5.18749e-06 6.01083e-06 9.1398e-06 2.37044e-35 1.4795e-05 7.16858e-06 4.0294e-06 6.29636e-06 7.38219e-06 6.86709e-06 4.90678e-06 6.50338e-06 0.000296857 3.65791e-06 3.9105e-06 1.22239e-05 1.39664e-05 8.91456e-06 5.2776e-06 5.11331e-06 3.92578e-06 9.18768e-06 8.29892e-06 3.12686e-06 0.00391362 3.65302e-06 3.73264e-05 5.35313e-06 9.64317e-35 1.02845e-05 3.58693e-06 4.8245e-06 3.35878e-06 9.67038e-06 5.34826e-06 9.23755e-06 6.2844e-06 0 Variance: 7.59146e-07 Variances/cluster: 2.34707e-08 2.37561e-08 4.70972e-08 0 4.91371e-08 3.02445e-08 2.34243e-08 2.81064e-08 3.38603e-08 4.60844e-08 5.98333e-08 2.77898e-08 1.9788e-05 2.81353e-08 2.20906e-08 3.59411e-08 4.25665e-08 5.03609e-08 3.10417e-08 1.7043e-07 2.39348e-08 4.37473e-08 5.84381e-08 4.34247e-08 0.00391989 2.89888e-08 3.65906e-07 2.7734e-08 6.86694e-32 5.29958e-08 2.7171e-08 2.55239e-08 3.46234e-08 5.46184e-08 2.5107e-08 5.24691e-08 1.49579e-07 0 -------------------------------------------------------------- Initialization seed trial #437 of 1000; initialization seed = 493577662 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 598116 Distortion: 0.00447834 Distortions/cluster: 5.11331e-06 9.30855e-06 2.2375e-05 4.46656e-06 3.77725e-05 2.37044e-35 1.43989e-05 3.47333e-06 6.6257e-06 3.37661e-06 6.87573e-06 9.04437e-06 3.33171e-06 6.1307e-06 9.64317e-35 6.89633e-06 0 6.99107e-06 3.13337e-06 0 3.8309e-06 5.33139e-06 5.17997e-06 0 8.83025e-06 0 9.96658e-06 1.63634e-05 0 6.46691e-06 5.83568e-06 0.000296857 9.80757e-06 7.07298e-06 0.00391362 4.23667e-06 1.9325e-05 1.63001e-05 Variance: 7.61364e-07 Variances/cluster: 1.7043e-07 3.42196e-08 5.75009e-08 2.9001e-08 3.66684e-07 0 5.80413e-08 3.73447e-08 3.24761e-08 2.74489e-08 5.58954e-08 5.13845e-08 2.19166e-08 6.59154e-08 6.86694e-32 2.84948e-08 0 2.56061e-08 2.20634e-08 0 2.42435e-08 3.80783e-08 3.40756e-08 0 4.30709e-08 0 3.05697e-08 4.07932e-08 0 2.93925e-08 1.42286e-07 1.9788e-05 3.13311e-08 2.44718e-08 0.00391989 3.16133e-08 6.57107e-08 4.2881e-08 -------------------------------------------------------------- Initialization seed trial #438 of 1000; initialization seed = 493577663 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 600504 Distortion: 0.00421716 Distortions/cluster: 8.94338e-06 3.28529e-05 5.51717e-06 6.15335e-06 4.35604e-05 5.29839e-06 9.7291e-06 3.74332e-06 1.89839e-05 4.48765e-06 6.38266e-06 1.33342e-05 5.47339e-06 5.38769e-06 9.28051e-06 8.63509e-06 8.23678e-06 0.00391362 4.7488e-06 6.31956e-06 9.16739e-06 3.22994e-06 9.64317e-35 4.81569e-35 1.15378e-05 1.27317e-05 2.37044e-35 0 6.53298e-06 9.85554e-06 7.27227e-06 0 0 1.72188e-05 0 6.72404e-06 7.11781e-06 5.07861e-06 Variance: 7.1696e-07 Variances/cluster: 4.96695e-08 3.12848e-07 4.37833e-08 2.94393e-08 2.7222e-06 3.75741e-08 5.55781e-08 2.97055e-08 5.80357e-08 4.23337e-08 2.76281e-08 3.7655e-08 2.27092e-08 2.36274e-08 5.06968e-08 3.09471e-08 3.30765e-08 0.00391989 2.51237e-08 3.30838e-08 5.23682e-08 3.71228e-08 6.86694e-32 2.67973e-31 3.22258e-08 4.61251e-08 0 0 3.62905e-08 2.18977e-07 3.95198e-08 0 0 5.07767e-08 0 5.51103e-08 2.82428e-08 2.41812e-08 -------------------------------------------------------------- Initialization seed trial #439 of 1000; initialization seed = 493577664 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 505003 Distortion: 0.0361747 Distortions/cluster: 8.69295e-06 5.85933e-06 6.71592e-06 6.2844e-06 1.27749e-35 3.73264e-05 1.05905e-05 7.46552e-06 8.06392e-06 5.11331e-06 5.60722e-06 7.31033e-06 9.69011e-06 4.71324e-06 5.32002e-06 2.37044e-35 7.25915e-06 7.8767e-06 0.0356196 7.92634e-06 8.96791e-06 9.09722e-06 6.77021e-06 7.00033e-06 1.16736e-05 1.08283e-34 0 1.4012e-05 8.0924e-06 5.24399e-06 5.78626e-06 0.000296857 0 1.15654e-05 0 5.56768e-06 5.5701e-06 7.10888e-06 Variance: 6.15006e-06 Variances/cluster: 4.88211e-08 4.47239e-08 2.78642e-08 1.49579e-07 0 3.65906e-07 3.19927e-08 4.66443e-08 5.30363e-08 1.7043e-07 3.27875e-08 2.64844e-08 4.30635e-08 3.59755e-08 2.98851e-08 0 2.41146e-08 4.9523e-08 0.035575 5.74323e-08 2.66871e-08 3.77445e-08 2.99532e-08 2.86874e-08 3.52562e-08 0 0 4.24467e-08 2.8694e-08 4.48176e-08 6.65027e-08 1.9788e-05 0 4.662e-08 0 3.83947e-08 3.01058e-08 4.70635e-08 -------------------------------------------------------------- Initialization seed trial #440 of 1000; initialization seed = 493577665 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 505582 Distortion: 0.0359234 Distortions/cluster: 7.18305e-06 1.08283e-34 7.11378e-06 1.36751e-05 1.10851e-05 4.93785e-06 1.22996e-05 1.14676e-05 7.03816e-06 9.56613e-06 8.59381e-06 5.67478e-06 5.68925e-06 2.37044e-35 6.44409e-06 3.88515e-06 6.16748e-06 9.32889e-06 1.27749e-35 0.0356196 5.90615e-06 6.78882e-06 1.38443e-05 0 6.68198e-06 1.32244e-05 4.35604e-05 0 6.2168e-06 8.65167e-06 7.12292e-06 3.35567e-05 9.70514e-06 0 1.04366e-05 7.95583e-06 0 4.81569e-35 Variance: 6.10734e-06 Variances/cluster: 4.72417e-08 0 4.7096e-08 4.95429e-08 3.44147e-08 2.72786e-08 4.50392e-08 3.3528e-08 2.47794e-08 3.19906e-08 5.84563e-08 4.29767e-08 2.53962e-08 0 3.46418e-08 4.51612e-08 4.7427e-08 3.0286e-08 0 0.035575 2.37174e-08 2.99032e-08 4.37965e-08 0 3.35748e-08 4.63977e-08 2.7222e-06 0 2.60094e-08 3.41933e-08 1.58239e-07 3.13581e-07 8.90311e-08 0 5.24411e-08 5.37395e-08 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #441 of 1000; initialization seed = 493577666 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 70 BIC score: 718176 Distortion: 0.000297345 Distortions/cluster: 1.11876e-05 5.55791e-06 1.74381e-05 8.16822e-06 5.60422e-06 5.11331e-06 1.08283e-34 5.63156e-06 5.57929e-06 5.59689e-06 0 1.36049e-05 1.0682e-05 4.35604e-05 6.61373e-06 5.35491e-06 7.74911e-06 7.06155e-06 1.27749e-35 6.54006e-06 6.63354e-06 9.64317e-35 1.38554e-05 2.37044e-35 4.81569e-35 6.61976e-06 7.35028e-06 3.68298e-06 7.88668e-06 4.5437e-06 7.37761e-06 5.46714e-06 3.31747e-06 5.32995e-06 3.14299e-05 1.68234e-05 5.98306e-06 0 Variance: 5.05517e-08 Variances/cluster: 5.45563e-08 3.26904e-08 4.18046e-08 3.67904e-08 2.81595e-08 1.7043e-07 0 2.80148e-08 2.60684e-08 4.40662e-08 0 5.25121e-08 4.9438e-08 2.7222e-06 2.81411e-08 4.15072e-08 1.80152e-07 2.52176e-08 0 5.49537e-08 3.21989e-08 6.86694e-32 6.12877e-08 0 2.67973e-31 2.74655e-08 2.47462e-08 2.92266e-08 3.47401e-08 4.24618e-08 3.94492e-08 3.77014e-08 3.76955e-08 2.30707e-08 3.11154e-07 4.34571e-08 2.57868e-08 0 -------------------------------------------------------------- Initialization seed trial #442 of 1000; initialization seed = 493577667 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 494372 Distortion: 0.0451725 Distortions/cluster: 2.45348e-05 1.46128e-05 1.00804e-05 4.87119e-06 1.05943e-05 5.49065e-06 4.52146e-06 5.29581e-06 3.60499e-06 8.89708e-06 5.21878e-06 9.09998e-06 7.29307e-06 0.000275101 8.07174e-06 5.4103e-06 1.08283e-34 9.81234e-06 3.24234e-06 3.0252e-06 7.57667e-06 3.49715e-06 1.42826e-05 6.09272e-06 5.95294e-06 1.27749e-35 3.3061e-06 3.22088e-06 0.0446389 8.21029e-06 6.07221e-06 7.50678e-06 2.84284e-06 1.53139e-05 6.02654e-06 4.81361e-06 8.31655e-06 1.18145e-05 Variance: 7.67979e-06 Variances/cluster: 2.72576e-06 3.88511e-08 5.24854e-08 2.95198e-08 4.39561e-08 3.24862e-08 3.25256e-08 3.07869e-08 2.83824e-08 5.17105e-08 2.63552e-08 5.58113e-08 1.62017e-07 2.92633e-06 5.80651e-08 3.51283e-08 0 4.78497e-08 3.02996e-08 2.56343e-08 4.20888e-08 2.42829e-08 7.14025e-07 2.3985e-08 2.35274e-08 0 2.05324e-08 2.10497e-08 0.0422886 7.07727e-08 4.56518e-08 4.41534e-08 2.31102e-08 4.27622e-08 5.42897e-08 2.50684e-08 2.94888e-08 4.82068e-08 -------------------------------------------------------------- Initialization seed trial #443 of 1000; initialization seed = 493577668 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 74 BIC score: 689695 Distortion: 0.000574006 Distortions/cluster: 2.37044e-35 7.49384e-06 7.86689e-06 1.26529e-05 1.08283e-34 0 1.17933e-05 9.57065e-06 7.63934e-06 6.88849e-06 1.16358e-05 1.2477e-05 1.17169e-05 5.20352e-06 7.40608e-06 9.64317e-35 1.30225e-05 0.00029624 9.86484e-06 8.32307e-06 1.11273e-05 1.04749e-05 5.82468e-06 1.27749e-35 9.62185e-06 0 4.67043e-05 1.09273e-05 0 6.8338e-06 0 0 0 7.57945e-06 8.66855e-06 7.70864e-06 0 8.74066e-06 Variance: 9.75869e-08 Variances/cluster: 0 3.4852e-08 5.00915e-08 4.24557e-08 0 0 3.36917e-08 3.28781e-08 3.01915e-08 4.44274e-08 5.70338e-08 4.48664e-08 4.18327e-08 4.90746e-08 1.60952e-07 6.86694e-32 4.58502e-08 2.79442e-06 7.20004e-08 2.57657e-08 3.08209e-08 3.64947e-08 4.41119e-08 0 2.88046e-08 0 2.74699e-06 3.8609e-08 0 4.87983e-08 0 0 0 4.48343e-08 5.85663e-08 3.33678e-08 0 2.88445e-08 -------------------------------------------------------------- Initialization seed trial #444 of 1000; initialization seed = 493577669 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 717552 Distortion: 0.000300661 Distortions/cluster: 3.31217e-05 6.92034e-06 1.27749e-35 6.88951e-06 1.47881e-05 7.85711e-06 8.48435e-06 6.47363e-06 9.74649e-06 9.3068e-06 6.92251e-06 3.68529e-06 4.50062e-06 1.53976e-05 4.81569e-35 9.58457e-06 5.52349e-06 6.10425e-06 1.08283e-34 5.33536e-06 6.89059e-06 6.10858e-06 4.45351e-06 4.35604e-05 9.49999e-06 6.48927e-06 9.50176e-06 9.44117e-06 9.15446e-06 8.75069e-06 9.56323e-06 3.74384e-06 6.99441e-06 9.64317e-35 0 2.37044e-35 0 5.86774e-06 Variance: 5.11155e-08 Variances/cluster: 3.12436e-07 2.91972e-08 0 2.52341e-08 3.92129e-08 4.93997e-08 2.90535e-08 2.42437e-08 5.18263e-08 5.11323e-08 5.58219e-08 2.39279e-08 2.35607e-08 4.27571e-08 2.67973e-31 8.40686e-08 2.81778e-08 2.64229e-08 0 4.93866e-08 4.56285e-08 5.45243e-08 2.8363e-08 2.7222e-06 4.31783e-08 3.21223e-08 4.77322e-08 4.53755e-08 4.97479e-08 3.55688e-08 2.96969e-08 3.89952e-08 1.58914e-07 6.86694e-32 0 0 0 3.5133e-08 -------------------------------------------------------------- Initialization seed trial #445 of 1000; initialization seed = 493577670 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 505219 Distortion: 0.0361587 Distortions/cluster: 4.7383e-06 6.88422e-06 2.89008e-06 1.0167e-05 4.59596e-06 2.10333e-06 0 3.34607e-06 1.61895e-05 0.000272566 2.82982e-06 5.48715e-06 6.2844e-06 1.43989e-05 5.57426e-06 5.69378e-06 4.56695e-06 0.0356196 2.23188e-05 4.09523e-06 3.23763e-06 2.66162e-06 5.24609e-06 8.99189e-06 5.52131e-06 1.08283e-34 1.64132e-05 1.27749e-35 4.00374e-06 1.59192e-05 7.1296e-06 8.12983e-06 2.45348e-05 4.91561e-06 1.94424e-05 1.18341e-05 6.46559e-06 2.37044e-35 Variance: 6.14735e-06 Variances/cluster: 3.22306e-08 2.3574e-08 3.65805e-08 3.19685e-08 3.67647e-08 3.68981e-08 0 4.08022e-08 4.28153e-08 3.13264e-06 3.87623e-08 2.39587e-08 1.49579e-07 5.80413e-08 5.51858e-08 2.99637e-08 1.69132e-07 0.035575 5.75042e-08 5.38799e-08 3.6788e-08 3.28566e-08 2.54634e-08 3.47147e-08 2.48686e-08 0 4.08156e-08 0 3.05601e-08 7.5794e-07 2.95808e-08 3.20044e-08 2.72576e-06 3.48592e-08 6.56633e-08 3.38088e-08 2.6715e-08 0 -------------------------------------------------------------- Initialization seed trial #446 of 1000; initialization seed = 493577671 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 717947 Distortion: 0.000303889 Distortions/cluster: 1.43574e-05 5.68541e-06 1.2934e-05 1.27749e-35 7.05277e-06 5.11331e-06 3.08017e-06 3.02984e-06 9.95313e-06 6.54006e-06 0 7.78432e-06 2.37044e-35 6.10088e-06 4.37168e-06 7.61977e-06 4.81569e-35 5.83568e-06 8.28937e-06 6.86112e-06 8.72209e-06 4.08341e-05 1.97176e-05 3.09658e-06 5.10612e-06 6.87833e-06 1.11639e-05 9.64317e-35 0 0 3.41139e-05 5.17938e-06 0 2.0125e-05 1.1005e-05 1.26104e-05 1.07282e-05 1.08283e-34 Variance: 5.16643e-08 Variances/cluster: 3.53599e-08 3.64418e-08 3.4034e-08 0 2.47437e-08 1.7043e-07 3.94867e-08 3.9346e-08 5.37834e-08 5.49537e-08 0 3.50615e-08 0 3.58842e-08 2.91411e-08 2.71142e-08 2.67973e-31 1.42286e-07 2.52703e-08 3.03554e-08 5.01223e-08 2.72194e-06 4.57336e-08 3.73053e-08 3.72679e-08 2.72926e-08 3.26398e-08 6.86694e-32 0 0 3.34414e-07 4.31578e-08 0 4.39267e-08 5.06981e-08 5.73024e-08 5.36237e-08 0 -------------------------------------------------------------- Initialization seed trial #447 of 1000; initialization seed = 493577672 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 65 BIC score: 717617 Distortion: 0.000298485 Distortions/cluster: 3.66595e-06 4.81569e-35 1.08283e-34 6.62669e-06 0 6.83235e-06 8.99066e-06 4.21812e-06 1.46232e-05 6.5591e-06 2.10019e-05 1.15067e-05 7.55272e-06 8.4651e-06 9.04437e-06 3.28529e-05 3.55462e-06 5.80596e-06 7.90529e-06 5.71394e-06 4.89178e-06 7.55404e-06 7.98637e-06 8.99005e-06 9.64317e-35 7.7501e-06 4.24965e-06 6.30769e-06 6.66154e-06 3.33276e-06 1.27749e-35 4.35604e-05 1.08925e-05 4.62015e-06 5.23509e-06 2.37044e-35 5.53496e-06 5.99855e-06 Variance: 5.07455e-08 Variances/cluster: 2.44368e-08 2.67973e-31 0 2.78408e-08 0 5.5998e-08 4.32209e-08 2.26754e-08 3.94027e-08 2.53225e-08 5.67432e-08 2.50105e-07 2.86064e-08 3.58659e-08 5.13845e-08 3.12848e-07 3.7414e-08 2.85983e-08 5.23364e-08 2.53931e-08 4.25232e-08 4.0829e-08 4.51061e-08 5.13552e-08 6.86694e-32 5.23498e-08 2.34762e-08 2.33598e-08 3.24925e-08 2.82404e-08 0 2.7222e-06 4.83956e-08 2.52442e-08 3.82093e-08 0 3.25553e-08 3.48721e-08 -------------------------------------------------------------- Initialization seed trial #448 of 1000; initialization seed = 493577673 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 81 BIC score: 505051 Distortion: 0.0359178 Distortions/cluster: 7.34388e-06 8.49385e-06 0.0356196 9.06755e-06 6.95736e-06 6.38993e-06 5.20775e-06 8.20901e-06 8.27433e-06 5.98575e-06 4.94683e-06 6.51281e-06 6.34748e-06 8.80064e-06 7.34091e-06 8.32291e-06 2.37044e-35 9.59925e-06 9.1363e-06 1.27749e-35 7.51953e-06 8.09356e-06 8.30551e-06 4.35604e-05 6.39704e-06 6.73046e-06 4.96445e-06 0 6.19994e-06 3.35567e-05 9.77531e-06 4.81569e-35 0 1.05714e-05 1.11071e-05 7.36631e-06 7.12267e-06 1.08283e-34 Variance: 6.10639e-06 Variances/cluster: 3.26288e-08 4.93785e-08 0.035575 3.4606e-08 2.94778e-08 4.25858e-08 4.13178e-08 2.51018e-08 5.47805e-08 2.43295e-08 3.016e-08 3.44558e-08 4.59813e-08 1.9126e-07 4.24196e-08 3.48207e-08 0 3.55412e-08 5.04729e-08 0 2.90305e-08 4.23606e-08 5.84845e-08 2.7222e-06 4.73701e-08 2.70276e-08 2.53258e-08 0 2.77998e-08 3.13581e-07 2.9983e-08 2.67973e-31 0 8.06916e-08 4.4603e-08 4.9093e-08 3.32806e-08 0 -------------------------------------------------------------- Initialization seed trial #449 of 1000; initialization seed = 493577674 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 506257 Distortion: 0.0359267 Distortions/cluster: 1.30655e-05 4.81569e-35 4.35604e-05 1.04379e-05 6.9624e-06 1.40767e-05 5.74951e-06 3.35567e-05 4.70711e-06 8.44355e-06 3.96678e-06 0.0356196 1.08283e-34 8.06173e-06 2.95966e-06 1.3648e-05 9.26384e-06 2.37044e-35 1.27749e-35 0 1.55286e-05 0 1.34827e-05 3.72624e-06 3.5735e-06 8.67184e-06 8.40453e-06 0 5.62613e-06 1.16824e-05 6.22166e-06 7.84514e-06 1.34067e-05 1.34643e-05 8.21452e-06 0 8.80064e-06 0 Variance: 6.1079e-06 Variances/cluster: 4.69832e-08 2.67973e-31 2.7222e-06 2.89908e-08 3.36238e-08 4.45425e-08 4.32152e-08 3.13581e-07 4.35807e-08 5.41089e-08 5.08407e-08 0.035575 0 2.85852e-08 3.56558e-08 4.21097e-08 7.85008e-08 0 0 0 3.65346e-08 0 3.32876e-08 5.39988e-08 3.8839e-08 5.09943e-08 4.64188e-08 0 5.46192e-08 2.93503e-08 3.39871e-08 3.06415e-08 3.3938e-08 3.44322e-08 3.9873e-08 0 1.9126e-07 0 -------------------------------------------------------------- Initialization seed trial #450 of 1000; initialization seed = 493577675 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 717600 Distortion: 0.000302681 Distortions/cluster: 5.02776e-06 2.37044e-35 4.98139e-06 4.81569e-35 8.27798e-06 9.64317e-35 6.03925e-06 1.12062e-05 4.26666e-06 4.73063e-06 5.54716e-06 8.41615e-06 1.69648e-05 1.25506e-05 1.27749e-35 1.04492e-05 6.49163e-06 1.43883e-05 1.7479e-05 3.10001e-05 0 5.76099e-06 5.03346e-06 4.35604e-05 7.16071e-06 0 5.39264e-06 4.4869e-06 8.30551e-06 8.70222e-06 5.29661e-06 5.71392e-06 1.08283e-34 0 3.52698e-06 1.11411e-05 7.07415e-06 1.3709e-05 Variance: 5.14589e-08 Variances/cluster: 2.57803e-08 0 3.07464e-08 2.67973e-31 4.84056e-08 6.86694e-32 3.3548e-08 3.21989e-08 2.37016e-08 3.21783e-08 2.90393e-08 4.18679e-08 4.29346e-08 3.31121e-08 0 4.90413e-08 2.77396e-08 5.53222e-08 4.20033e-08 3.09968e-07 0 2.98471e-08 2.16941e-08 2.7222e-06 5.55043e-08 0 1.7394e-07 3.03142e-08 5.84845e-08 5.02979e-08 2.33305e-08 1.428e-07 0 0 3.32705e-08 5.45956e-08 2.86376e-08 6.11819e-08 -------------------------------------------------------------- Initialization seed trial #451 of 1000; initialization seed = 493577676 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 505317 Distortion: 0.03592 Distortions/cluster: 6.63669e-06 9.01016e-06 1.27749e-35 6.22294e-06 6.85827e-06 1.27378e-05 7.34759e-06 7.07854e-06 3.30819e-05 9.90941e-06 7.10905e-06 9.45285e-06 5.92461e-06 4.35604e-05 6.50403e-06 2.37044e-35 0 9.20755e-06 0 9.62881e-06 6.89505e-06 5.28519e-06 8.29694e-06 9.90903e-06 0 4.81569e-35 7.12292e-06 1.01557e-05 8.5278e-06 7.28298e-06 0.0356196 5.13532e-06 8.10436e-06 5.62047e-06 1.03922e-05 6.44292e-06 1.08283e-34 1.1048e-05 Variance: 6.10677e-06 Variances/cluster: 3.60656e-08 3.01317e-08 0 2.90766e-08 4.86245e-08 4.59812e-08 2.56886e-08 3.55674e-08 3.12061e-07 5.24139e-08 3.78018e-08 2.7476e-08 3.30876e-08 2.7222e-06 3.08146e-08 0 0 4.18386e-08 0 8.99819e-08 2.4623e-08 4.1277e-08 4.58247e-08 5.35574e-08 0 2.67973e-31 1.58239e-07 3.04036e-08 5.84046e-08 3.09878e-08 0.035575 4.07437e-08 5.54927e-08 3.19317e-08 5.24817e-08 3.12736e-08 0 3.26831e-08 -------------------------------------------------------------- Initialization seed trial #452 of 1000; initialization seed = 493577677 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 717599 Distortion: 0.000301668 Distortions/cluster: 6.57711e-06 8.44839e-06 4.78959e-06 3.37574e-06 8.49357e-06 9.4939e-06 5.38579e-06 9.75503e-06 8.05077e-06 5.7385e-06 4.35604e-05 5.87178e-06 9.64317e-35 3.38104e-05 9.93015e-06 7.98185e-06 7.90455e-06 2.37044e-35 8.32215e-06 7.95594e-06 0 4.81569e-35 7.54156e-06 7.44902e-06 7.44391e-06 1.27749e-35 6.98359e-06 1.08935e-05 6.98012e-06 1.3705e-05 0 7.80817e-06 8.59702e-06 8.39293e-06 7.97968e-06 1.08283e-34 0 1.24483e-05 Variance: 5.12867e-08 Variances/cluster: 2.6411e-08 5.55774e-08 4.20002e-08 3.79267e-08 5.08433e-08 7.65575e-08 3.54287e-08 4.41262e-08 3.46984e-08 3.41466e-08 2.7222e-06 2.48775e-08 6.86694e-32 3.13025e-07 3.07408e-08 5.18139e-08 2.49333e-08 0 4.70136e-08 5.13132e-08 0 2.67973e-31 3.38157e-08 3.32518e-08 1.61775e-07 0 3.45686e-08 3.33105e-08 5.62864e-08 4.29483e-08 0 3.3645e-08 4.4311e-08 2.85449e-08 4.48152e-08 0 0 3.39161e-08 -------------------------------------------------------------- Initialization seed trial #453 of 1000; initialization seed = 493577678 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 690073 Distortion: 0.000561062 Distortions/cluster: 9.15541e-06 7.92634e-06 1.1067e-05 5.71426e-06 9.79009e-06 5.06709e-06 4.35604e-05 7.56673e-06 6.27345e-06 8.52446e-06 6.87188e-06 7.45587e-06 8.01312e-06 0 5.21525e-06 6.76406e-06 5.81632e-06 1.23763e-05 0.000295506 5.76866e-06 1.06094e-05 9.64317e-35 1.08283e-34 7.57223e-06 1.52805e-05 1.07677e-05 2.37044e-35 5.53931e-06 0 6.81436e-06 6.31148e-06 5.41799e-06 1.27749e-35 6.12055e-06 5.11331e-06 0 5.87968e-06 7.20322e-06 Variance: 9.53863e-08 Variances/cluster: 3.48084e-08 5.74323e-08 3.33314e-08 4.88235e-08 4.29354e-08 4.44453e-08 2.7222e-06 3.07489e-08 4.71535e-08 2.90912e-08 4.32057e-08 4.46315e-08 2.90306e-08 0 4.10515e-08 3.13114e-08 3.90325e-08 3.30885e-08 3.04613e-06 1.44169e-07 2.82885e-08 6.86694e-32 0 2.45034e-08 4.89716e-08 3.73844e-08 0 4.32617e-08 0 4.9725e-08 3.28694e-08 5.0151e-08 0 4.56718e-08 1.7043e-07 0 3.14318e-08 3.61853e-08 -------------------------------------------------------------- Initialization seed trial #454 of 1000; initialization seed = 493577679 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 716873 Distortion: 0.000308712 Distortions/cluster: 1.08283e-34 1.15214e-05 1.31054e-05 5.1882e-06 1.10739e-05 1.59795e-05 9.64317e-35 1.57759e-05 5.25819e-06 7.23289e-06 2.37044e-35 0 0 1.02529e-05 8.30551e-06 4.35604e-05 6.84027e-06 7.01461e-06 1.12004e-05 6.00784e-06 0 4.81569e-35 1.02604e-05 1.74989e-05 0 4.98847e-06 3.14299e-05 1.27749e-35 8.48846e-06 8.0941e-06 1.14513e-05 5.52566e-06 4.91322e-06 5.28988e-06 8.95491e-06 7.88338e-06 5.61649e-06 0 Variance: 5.24842e-08 Variances/cluster: 0 5.51084e-08 5.01962e-08 2.63337e-08 1.97697e-07 4.41277e-08 6.86694e-32 4.00275e-08 2.3472e-08 2.84735e-08 0 0 0 7.8863e-08 5.84845e-08 2.7222e-06 2.67175e-08 2.41862e-08 4.47979e-08 3.8021e-08 0 2.67973e-31 4.86117e-08 6.33818e-08 0 3.11752e-08 3.11154e-07 0 3.52188e-08 3.30343e-08 4.61704e-08 2.39179e-08 3.14922e-08 2.58013e-08 5.03046e-08 3.15302e-08 3.03558e-08 0 -------------------------------------------------------------- Initialization seed trial #455 of 1000; initialization seed = 493577680 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 600880 Distortion: 0.00418744 Distortions/cluster: 1.444e-05 1.14099e-05 7.3185e-06 4.81569e-35 5.77803e-06 1.38453e-05 8.39942e-06 0 9.64317e-35 7.78524e-06 5.55417e-06 5.70643e-06 5.3863e-06 6.61917e-06 5.09269e-06 1.59192e-05 1.01699e-05 1.66985e-05 2.37044e-35 0.00391362 6.35505e-06 5.46138e-06 9.77523e-06 4.56695e-06 6.18012e-06 6.25256e-06 0 2.45348e-05 3.41748e-06 5.83406e-06 5.61761e-06 9.01769e-06 8.61294e-06 1.02966e-05 1.71127e-05 5.83568e-06 4.82435e-06 0 Variance: 7.11907e-07 Variances/cluster: 5.44734e-08 5.48379e-08 2.60422e-08 2.67973e-31 3.3014e-08 6.15153e-08 9.43662e-08 0 6.86694e-32 4.34895e-08 2.954e-08 3.10105e-08 3.87472e-08 5.56184e-08 2.57176e-08 7.5794e-07 3.24888e-08 4.29127e-08 0 0.00391989 4.41283e-08 2.37425e-08 3.66082e-08 1.69132e-07 2.33192e-08 2.67178e-08 0 2.72576e-06 3.7969e-08 3.51417e-08 3.1557e-08 3.36451e-08 5.12636e-08 4.85533e-08 4.15222e-08 1.42286e-07 2.42408e-08 0 -------------------------------------------------------------- Initialization seed trial #456 of 1000; initialization seed = 493577681 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 600718 Distortion: 0.00421144 Distortions/cluster: 9.39492e-06 6.81857e-06 1.51538e-05 1.1766e-05 9.64317e-35 4.35604e-05 5.46782e-06 6.48507e-06 5.2705e-06 5.75396e-06 8.2001e-06 5.83568e-06 0.00391362 4.81569e-35 0 2.37044e-35 1.12558e-05 7.94647e-06 5.81719e-06 7.99397e-06 5.81705e-06 5.64377e-06 5.11331e-06 6.42049e-06 9.04181e-06 1.04663e-05 8.00681e-06 8.49663e-06 1.425e-05 0 5.51456e-06 0 1.20844e-05 6.44405e-06 3.14299e-05 6.90179e-06 5.46511e-06 0 Variance: 7.15987e-07 Variances/cluster: 5.10554e-08 5.63469e-08 4.24337e-08 3.12898e-08 6.86694e-32 2.7222e-06 2.97129e-08 4.41126e-08 2.5336e-08 3.23225e-08 4.57958e-08 1.42286e-07 0.00391989 2.67973e-31 0 0 4.74775e-08 6.30615e-08 2.54004e-08 3.22309e-08 4.43904e-08 4.9061e-08 1.7043e-07 3.19398e-08 4.78366e-08 2.79823e-08 5.19766e-08 5.08616e-08 3.86053e-08 0 2.68976e-08 0 3.40377e-08 2.53675e-08 3.11154e-07 3.05363e-08 3.00255e-08 0 -------------------------------------------------------------- Initialization seed trial #457 of 1000; initialization seed = 493577682 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 597560 Distortion: 0.00446361 Distortions/cluster: 7.29569e-06 3.73264e-05 8.13445e-06 7.9541e-06 4.79164e-06 6.42452e-06 5.99023e-06 1.02405e-05 2.85499e-06 1.51538e-05 6.0843e-06 6.36182e-06 1.43116e-05 7.05036e-06 4.62999e-06 9.64317e-35 7.4032e-06 8.70803e-06 5.18128e-06 0.000296857 8.30551e-06 5.31504e-06 4.81021e-06 5.48638e-06 0.00391362 2.55616e-06 5.70305e-06 6.09369e-06 8.49793e-06 5.58689e-06 5.51867e-06 2.37044e-35 8.14611e-06 0 9.65008e-06 4.80404e-06 0 6.75535e-06 Variance: 7.58858e-07 Variances/cluster: 3.4089e-08 3.65906e-07 5.17954e-08 4.51792e-08 3.03242e-08 2.79303e-08 2.51668e-08 4.41366e-08 1.0977e-07 4.24337e-08 4.67989e-08 3.22905e-08 3.85634e-08 2.97449e-08 4.16979e-08 6.86694e-32 5.78323e-08 2.67086e-08 2.75572e-08 1.9788e-05 5.84845e-08 2.90414e-08 1.65857e-07 2.70242e-08 0.00391989 1.111e-07 2.34673e-08 3.1247e-08 4.96916e-08 3.13838e-08 2.43092e-08 0 4.90571e-08 0 4.55047e-08 2.91129e-08 0 4.44298e-08 -------------------------------------------------------------- Initialization seed trial #458 of 1000; initialization seed = 493577683 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 721914 Distortion: 0.000275163 Distortions/cluster: 1.08283e-34 1.59192e-05 1.64477e-05 1.27749e-35 5.83568e-06 7.26596e-06 7.85814e-06 1.00803e-05 1.3418e-05 6.57036e-06 9.64317e-35 6.70089e-06 7.37664e-06 2.37044e-35 4.0465e-06 1.65072e-05 6.25675e-06 6.59115e-06 5.57018e-06 8.6018e-06 0 2.45348e-05 8.49373e-06 0 6.41982e-06 4.56695e-06 0 9.10743e-06 6.59076e-06 9.15799e-06 4.91397e-06 5.69091e-06 8.26768e-06 1.00719e-05 8.39942e-06 5.63715e-06 1.82637e-05 4.81569e-35 Variance: 4.67805e-08 Variances/cluster: 0 7.5794e-07 4.1106e-08 0 1.42286e-07 2.41373e-08 4.67711e-08 3.18964e-08 5.68376e-08 2.63847e-08 6.86694e-32 2.93873e-08 3.03539e-08 0 2.86961e-08 4.29733e-08 4.40577e-08 3.24659e-08 2.67774e-08 3.62914e-08 0 2.72576e-06 5.89792e-08 0 3.36085e-08 1.69132e-07 0 5.20257e-08 3.00922e-08 5.1158e-08 2.51969e-08 2.99487e-08 4.17525e-08 5.44263e-08 9.43662e-08 2.40877e-08 5.51595e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #459 of 1000; initialization seed = 493577684 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 717627 Distortion: 0.000299991 Distortions/cluster: 1.27749e-35 9.6711e-06 8.05693e-06 7.29495e-06 4.35604e-05 6.20139e-06 8.00442e-06 9.89451e-06 8.64096e-06 8.70394e-06 3.47099e-06 1.08283e-34 4.35336e-06 8.04462e-06 4.43671e-06 1.08641e-05 9.09999e-06 9.85554e-06 3.72632e-06 6.01832e-06 1.16123e-05 4.81569e-35 1.76813e-05 9.64317e-35 5.55153e-06 6.69747e-06 0 6.46757e-06 8.79005e-06 7.47839e-06 6.92581e-06 5.38588e-06 5.15543e-06 3.28529e-05 2.37044e-35 0 6.59861e-06 8.89513e-06 Variance: 5.10015e-08 Variances/cluster: 0 4.7392e-08 2.67649e-08 3.40856e-08 2.7222e-06 3.52319e-08 2.54086e-08 5.23351e-08 5.05273e-08 5.47254e-08 3.81397e-08 0 2.9019e-08 2.62866e-08 4.22518e-08 3.9067e-08 4.45933e-08 2.18977e-07 2.45131e-08 2.50741e-08 3.3462e-08 2.67973e-31 5.21399e-08 6.86694e-32 4.4056e-08 2.74463e-08 0 3.1701e-08 4.67405e-08 3.93567e-08 2.9594e-08 3.34495e-08 3.73552e-08 3.12848e-07 0 0 5.49836e-08 5.20016e-08 -------------------------------------------------------------- Initialization seed trial #460 of 1000; initialization seed = 493577685 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 549905 Distortion: 0.0129326 Distortions/cluster: 5.5837e-06 5.52975e-06 3.64087e-06 1.22358e-05 4.9457e-06 4.15085e-06 3.99509e-06 5.3131e-06 3.99661e-06 7.65911e-06 4.26597e-06 4.5714e-06 0.00391362 0.00872182 1.0589e-05 3.1641e-06 9.66666e-06 4.53183e-06 3.14299e-05 1.43456e-05 1.56616e-05 7.71564e-06 3.87602e-06 5.62661e-06 0 5.09734e-06 5.38708e-06 4.69645e-06 5.74511e-06 4.35604e-05 5.59017e-06 4.81569e-35 8.74902e-06 8.07174e-06 1.00877e-05 6.19818e-06 6.00933e-06 1.55209e-05 Variance: 2.19868e-06 Variances/cluster: 3.19037e-08 2.5133e-08 2.24722e-08 5.01309e-08 2.73219e-08 2.38534e-08 2.91579e-08 2.44815e-08 2.96017e-08 4.45153e-08 2.14352e-08 2.98758e-08 0.00391989 0.156503 1.96041e-07 2.45251e-08 4.27693e-08 2.54575e-08 3.11154e-07 3.86547e-08 4.37331e-08 2.8574e-08 3.0044e-08 4.64966e-08 0 2.61376e-08 5.0817e-08 2.48468e-08 4.45211e-08 2.7222e-06 3.15801e-08 2.67973e-31 6.33936e-08 5.80651e-08 5.48071e-08 5.43666e-08 4.51791e-08 6.10865e-08 -------------------------------------------------------------- Initialization seed trial #461 of 1000; initialization seed = 493577686 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 718117 Distortion: 0.000297249 Distortions/cluster: 7.74142e-06 3.10001e-05 6.32889e-06 7.06014e-06 5.89844e-06 1.24851e-05 1.47628e-05 5.39264e-06 7.79059e-06 8.2426e-06 1.2836e-05 5.48973e-06 7.69103e-06 1.27749e-35 0 4.22048e-06 5.06971e-06 7.10452e-06 5.74715e-06 1.08283e-34 1.35706e-05 3.63576e-06 9.64317e-35 5.71392e-06 4.35604e-05 6.60994e-06 5.7724e-06 7.0643e-06 9.82242e-06 2.37044e-35 5.32451e-06 4.81569e-35 1.11089e-05 5.53018e-06 0 1.1812e-05 9.13181e-06 3.73097e-06 Variance: 5.05354e-08 Variances/cluster: 5.33731e-08 3.09968e-07 2.97105e-08 2.49453e-08 2.83554e-08 4.45856e-08 4.8387e-08 1.7394e-07 4.80746e-08 3.46298e-08 3.67762e-08 3.11889e-08 2.94647e-08 0 0 2.52698e-08 2.36874e-08 4.83145e-08 3.85672e-08 0 4.29306e-08 2.24404e-08 6.86694e-32 1.428e-07 2.7222e-06 2.78876e-08 3.33628e-08 5.6061e-08 5.33786e-08 0 2.4763e-08 2.67973e-31 3.417e-08 4.15667e-08 0 4.66841e-08 5.15756e-08 3.80681e-08 -------------------------------------------------------------- Initialization seed trial #462 of 1000; initialization seed = 493577687 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 600359 Distortion: 0.00420933 Distortions/cluster: 9.67038e-06 5.30436e-06 9.64317e-35 0 3.14299e-05 9.54042e-06 9.23755e-06 3.5322e-06 5.19946e-06 7.76666e-06 6.60973e-06 4.88931e-06 5.83568e-06 5.12457e-06 1.39022e-05 6.45103e-06 9.00218e-06 9.24688e-06 5.55796e-06 4.35604e-05 4.81569e-35 5.98553e-06 6.27038e-06 5.46618e-06 5.72988e-06 7.27902e-06 1.0241e-05 2.37044e-35 7.14833e-06 0.00391362 8.3355e-06 0 5.90842e-06 1.51906e-05 0 9.10453e-06 5.11331e-06 1.20768e-05 Variance: 7.15629e-07 Variances/cluster: 5.46184e-08 2.28616e-08 6.86694e-32 0 3.11154e-07 4.76977e-08 5.24691e-08 3.83904e-08 2.33133e-08 2.89776e-08 5.55391e-08 2.50704e-08 1.42286e-07 2.81545e-08 4.26307e-08 2.98633e-08 4.68713e-08 4.30053e-08 3.85938e-08 2.7222e-06 2.67973e-31 2.72046e-08 3.29991e-08 2.9072e-08 2.54639e-08 3.20634e-08 5.30452e-08 0 3.2342e-08 0.00391989 2.97671e-08 0 3.45489e-08 4.94649e-08 0 5.1434e-08 1.7043e-07 3.56133e-08 -------------------------------------------------------------- Initialization seed trial #463 of 1000; initialization seed = 493577688 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 68 BIC score: 718644 Distortion: 0.000295919 Distortions/cluster: 5.34125e-06 6.79588e-06 1.0206e-05 2.37044e-35 8.70722e-06 7.27781e-06 8.21333e-06 6.88137e-06 9.64317e-35 7.02681e-06 9.02922e-06 0 7.20065e-06 9.49105e-06 6.12055e-06 1.22397e-05 8.07174e-06 7.27123e-06 1.08283e-34 6.73667e-06 6.41479e-06 5.83083e-06 8.02367e-06 6.08129e-06 1.39298e-05 4.35604e-05 1.30051e-05 8.95341e-06 2.60895e-06 2.75265e-06 5.95992e-06 0 9.19216e-06 0 1.27749e-35 1.43602e-05 4.81569e-35 2.86351e-05 Variance: 5.03092e-08 Variances/cluster: 2.51924e-08 2.80797e-08 5.23219e-08 0 3.64287e-08 2.87636e-08 4.77375e-08 3.20036e-08 6.86694e-32 3.12266e-08 2.64756e-08 0 2.43244e-08 4.27489e-08 4.56718e-08 3.59874e-08 5.80651e-08 2.69281e-08 0 1.60383e-07 2.94231e-08 5.02626e-08 3.06217e-08 4.08107e-08 4.25847e-08 2.7222e-06 4.57884e-08 5.11458e-08 1.04322e-07 1.14655e-07 3.48497e-08 0 4.71241e-08 0 0 4.81732e-08 2.67973e-31 3.29103e-07 -------------------------------------------------------------- Initialization seed trial #464 of 1000; initialization seed = 493577689 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 688997 Distortion: 0.000567314 Distortions/cluster: 4.31211e-06 6.43919e-06 2.78105e-06 0 1.08283e-34 9.84166e-06 1.27749e-35 6.76432e-06 8.85924e-06 4.7736e-06 9.64317e-35 1.02222e-05 2.42646e-06 6.95865e-06 3.8691e-06 8.41089e-06 1.62369e-05 8.95028e-06 4.85094e-06 5.56605e-06 3.27696e-06 2.37044e-35 5.8075e-06 3.88976e-06 5.42341e-06 4.35604e-05 4.31301e-06 7.57166e-06 4.90953e-06 4.2471e-06 0.000297207 9.24315e-06 6.13499e-06 1.37046e-05 9.86322e-06 1.77419e-05 1.28296e-05 6.32686e-06 Variance: 9.64491e-08 Variances/cluster: 2.89378e-08 3.17172e-08 2.86672e-08 0 0 7.02746e-08 0 5.83077e-08 3.07583e-08 2.68156e-08 6.86694e-32 5.55387e-08 2.85434e-08 5.56644e-08 2.26238e-08 2.05114e-07 4.71848e-08 4.20167e-08 3.9117e-08 2.30936e-08 3.72353e-08 0 2.87475e-08 2.99178e-08 3.87355e-08 2.7222e-06 2.83726e-08 2.83558e-08 2.21131e-08 2.14475e-08 2.94231e-06 5.22044e-08 2.90732e-08 5.73232e-08 5.16359e-08 5.50813e-08 3.86309e-08 3.24426e-08 -------------------------------------------------------------- Initialization seed trial #465 of 1000; initialization seed = 493577690 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 565429 Distortion: 0.00923351 Distortions/cluster: 7.35784e-06 9.0649e-06 4.36486e-06 5.24495e-06 1.27749e-35 6.93497e-06 1.08283e-34 6.67261e-06 7.11639e-06 9.96373e-06 7.89414e-06 6.42305e-06 9.00224e-06 9.85484e-06 2.75265e-06 8.40097e-06 4.37946e-06 1.06887e-05 6.45786e-06 1.21856e-05 0 4.19916e-06 9.83123e-06 1.21357e-05 7.12349e-06 8.43566e-06 6.40267e-06 5.25522e-06 3.42275e-06 9.67643e-06 0.000268074 0.00872182 1.13512e-05 6.61378e-06 7.32579e-06 5.22995e-06 2.60895e-06 9.24512e-06 Variance: 1.56979e-06 Variances/cluster: 4.90365e-08 4.71979e-08 3.49158e-08 2.4393e-08 0 2.9634e-08 0 2.87587e-08 3.3565e-08 8.03467e-08 3.43192e-08 4.33952e-08 2.73593e-08 8.95767e-07 1.14655e-07 2.96829e-08 1.15238e-07 3.2885e-08 4.0355e-07 4.28929e-08 0 2.60795e-08 5.17267e-08 4.27178e-08 4.56498e-08 5.8576e-08 2.96394e-08 1.75159e-06 2.71623e-08 3.33561e-08 4.39422e-06 0.156503 4.48628e-08 4.26556e-08 3.01437e-08 2.39885e-08 1.04322e-07 5.02413e-08 -------------------------------------------------------------- Initialization seed trial #466 of 1000; initialization seed = 493577691 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 504975 Distortion: 0.0361741 Distortions/cluster: 7.3731e-06 7.02907e-06 1.08283e-34 3.80493e-05 4.58058e-06 7.00027e-06 5.04692e-06 8.97225e-06 0.0356196 5.26515e-06 8.61923e-06 1.10375e-05 2.37044e-35 1.20854e-05 0 4.61198e-06 9.46091e-06 6.67081e-06 1.27749e-35 7.38198e-06 5.5155e-06 1.00261e-05 3.27696e-06 7.90986e-06 6.66678e-06 9.66373e-06 9.05587e-06 0.000296857 0 8.9616e-06 5.48448e-06 6.95865e-06 0 5.11331e-06 5.58247e-06 1.02845e-05 6.42441e-06 1.3614e-05 Variance: 6.14997e-06 Variances/cluster: 2.78206e-08 2.38253e-08 0 3.65819e-07 4.76985e-08 3.39787e-08 2.52316e-08 5.18459e-08 0.035575 3.87112e-08 5.28628e-08 3.79174e-08 0 3.29273e-08 0 3.07364e-08 4.7527e-08 3.22229e-08 0 2.83897e-08 1.37842e-07 4.57664e-08 3.72353e-08 5.38037e-08 2.9886e-08 5.13989e-08 3.48272e-08 1.9788e-05 0 4.24686e-08 2.38429e-08 5.56644e-08 0 1.7043e-07 2.98493e-08 5.29958e-08 2.86777e-08 3.48153e-08 -------------------------------------------------------------- Initialization seed trial #467 of 1000; initialization seed = 493577692 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 597579 Distortion: 0.00446404 Distortions/cluster: 1.19505e-05 7.13964e-06 0.00391362 5.54074e-06 0 5.38079e-06 5.53896e-06 5.54211e-06 5.2458e-06 7.69053e-06 3.77725e-05 1.35846e-05 6.38054e-06 5.01657e-06 7.48999e-06 6.83236e-06 5.5152e-06 9.64317e-35 6.80315e-06 6.84252e-06 9.54125e-06 7.06118e-06 5.06918e-06 0.000296857 2.37044e-35 4.32708e-06 5.11331e-06 7.28456e-06 4.35612e-06 0 1.14255e-05 3.13523e-06 1.24497e-05 6.92584e-06 5.35964e-06 6.01843e-06 6.52981e-06 8.69765e-06 Variance: 7.58932e-07 Variances/cluster: 3.27381e-08 4.40576e-08 0.00391989 1.38473e-07 0 2.46804e-08 2.96166e-08 2.38857e-08 3.31985e-08 4.92824e-08 3.66684e-07 3.48293e-08 4.25331e-08 4.28626e-08 4.40547e-08 4.98564e-08 3.93909e-08 6.86694e-32 5.15228e-08 3.37036e-08 3.30039e-08 2.36139e-08 2.54703e-08 1.9788e-05 0 4.28387e-08 1.7043e-07 4.57999e-08 4.22898e-08 0 4.18383e-08 3.68822e-08 4.38226e-08 2.77009e-08 3.85554e-08 5.47082e-08 2.83878e-08 3.39722e-08 -------------------------------------------------------------- Initialization seed trial #468 of 1000; initialization seed = 493577693 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 504636 Distortion: 0.036183 Distortions/cluster: 6.61926e-06 0.000296364 5.25557e-06 3.00754e-06 6.2844e-06 3.72462e-06 0.0356196 5.40406e-06 1.00719e-05 6.3028e-06 1.3418e-05 2.37044e-35 9.76971e-06 1.81296e-05 1.66949e-05 7.39174e-06 1.27749e-35 9.24126e-06 4.75264e-06 5.09794e-06 0 5.11331e-06 3.48552e-06 4.35604e-05 6.32816e-06 2.89197e-06 7.51412e-06 3.65838e-06 1.02267e-05 6.80639e-06 6.99487e-06 5.37083e-06 4.24056e-06 5.49715e-06 5.45194e-06 2.47417e-06 1.62602e-05 1.08283e-34 Variance: 6.15147e-06 Variances/cluster: 4.97648e-08 2.99326e-06 2.68114e-08 2.00485e-08 1.49579e-07 2.35715e-08 0.035575 3.94425e-08 5.44263e-08 2.91771e-08 5.68376e-08 0 5.14156e-08 5.50873e-08 4.13106e-08 3.37493e-08 0 5.21937e-08 2.28465e-08 3.05239e-08 0 1.7043e-07 5.44565e-08 2.7222e-06 2.75113e-08 3.52641e-08 4.41966e-08 2.2442e-08 4.2966e-08 4.00339e-08 2.76453e-08 3.06875e-08 2.65012e-08 2.79019e-08 2.52375e-08 2.68901e-08 4.27759e-08 0 -------------------------------------------------------------- Initialization seed trial #469 of 1000; initialization seed = 493577694 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 600891 Distortion: 0.00421963 Distortions/cluster: 5.56648e-06 1.63001e-05 6.15681e-06 4.18363e-06 6.8209e-06 3.71056e-06 9.30647e-06 6.68049e-06 4.52687e-06 2.24391e-05 4.81569e-35 0.00391362 5.34604e-06 2.37044e-35 5.63754e-06 4.84734e-06 0 1.90614e-05 4.35604e-05 4.09952e-06 8.07174e-06 5.01378e-06 8.58835e-06 1.08179e-05 1.01571e-05 6.70775e-06 3.14299e-05 1.64598e-05 0 5.83568e-06 0 6.69264e-06 1.45035e-05 0 0 9.64317e-35 6.33858e-06 7.14329e-06 Variance: 7.17379e-07 Variances/cluster: 3.52276e-08 4.2881e-08 3.15708e-08 2.46067e-08 2.20009e-07 2.15705e-08 3.48526e-08 2.53027e-08 3.10023e-08 5.76657e-08 2.67973e-31 0.00391989 3.81829e-08 0 4.47385e-08 4.32771e-08 0 6.52585e-08 2.7222e-06 2.41122e-08 5.80651e-08 2.57094e-08 4.35921e-08 3.04702e-08 3.15408e-08 2.98096e-08 3.11154e-07 4.09315e-08 0 1.42286e-07 0 3.28042e-08 5.82282e-08 0 0 6.86694e-32 4.6603e-08 2.45452e-08 -------------------------------------------------------------- Initialization seed trial #470 of 1000; initialization seed = 493577695 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 69 BIC score: 721599 Distortion: 0.000276658 Distortions/cluster: 6.21445e-06 5.05032e-06 1.05665e-05 1.27749e-35 7.1116e-06 1.58592e-05 9.25838e-06 5.14471e-06 7.38274e-06 5.38535e-06 1.04746e-05 7.75547e-06 8.64916e-06 2.37044e-35 2.45348e-05 5.50449e-06 7.18221e-06 1.59192e-05 5.76071e-06 4.81569e-35 1.06233e-05 9.53154e-06 3.58118e-06 9.64317e-35 9.04004e-06 1.08283e-34 9.74746e-06 0 1.36289e-05 9.38713e-06 0 1.52974e-05 9.549e-06 7.61052e-06 0 5.51283e-06 5.8705e-06 9.52398e-06 Variance: 4.70346e-08 Variances/cluster: 3.28778e-08 2.53755e-08 3.01014e-08 0 5.5992e-08 5.01713e-08 8.5719e-08 2.70751e-08 4.76152e-08 2.35142e-08 1.10249e-07 4.69986e-08 5.0861e-08 0 2.72576e-06 2.52478e-08 1.59555e-07 7.5794e-07 3.00002e-08 2.67973e-31 3.20914e-08 4.27389e-08 3.85043e-08 6.86694e-32 2.95401e-08 0 5.12985e-08 0 3.79511e-08 5.48789e-08 0 4.31987e-08 3.85006e-08 3.30863e-08 0 2.33574e-08 3.29773e-08 5.11878e-08 -------------------------------------------------------------- Initialization seed trial #471 of 1000; initialization seed = 493577696 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 717565 Distortion: 0.000303817 Distortions/cluster: 5.18684e-06 9.28014e-06 1.40288e-05 1.03092e-05 0 9.67038e-06 4.4223e-06 7.14471e-06 1.14329e-05 1.27749e-35 2.37044e-35 1.0888e-05 4.24047e-06 4.35604e-05 6.76935e-06 9.64317e-35 9.23755e-06 3.99141e-06 6.50645e-06 6.89125e-06 4.51766e-06 1.44708e-05 0 0 1.40747e-05 1.49714e-05 1.0241e-05 4.46058e-06 6.52562e-06 3.10773e-06 9.14736e-06 4.98914e-06 1.22776e-05 1.08283e-34 5.07635e-06 4.81569e-35 4.96711e-06 3.14299e-05 Variance: 5.1652e-08 Variances/cluster: 5.29237e-08 2.65124e-08 3.4636e-08 1.94462e-07 0 5.46184e-08 2.55594e-08 7.07342e-08 3.14927e-08 0 0 3.18333e-08 3.68703e-08 2.7222e-06 3.91258e-08 6.86694e-32 5.24691e-08 2.93461e-08 2.85347e-08 7.4898e-08 2.80574e-08 4.41039e-08 0 0 3.53606e-08 4.92323e-08 5.30452e-08 2.28721e-08 5.48323e-08 3.65586e-08 4.71362e-08 4.45421e-08 3.59931e-08 0 2.48815e-08 2.67973e-31 3.28909e-08 3.11154e-07 -------------------------------------------------------------- Initialization seed trial #472 of 1000; initialization seed = 493577697 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 94 BIC score: 718302 Distortion: 0.000298195 Distortions/cluster: 6.76052e-06 5.87485e-06 4.81569e-35 8.35174e-06 1.27511e-05 8.79839e-06 7.37894e-06 7.69077e-06 5.24592e-06 5.73672e-06 5.85933e-06 0 9.64317e-35 3.1695e-05 2.37044e-35 6.32001e-06 7.4264e-06 4.43671e-06 1.23081e-05 4.35604e-05 6.59861e-06 3.33344e-06 7.69492e-06 1.1253e-05 9.76803e-06 8.11322e-06 1.23756e-05 6.4808e-06 1.08512e-05 0 1.27749e-35 1.08283e-34 0 5.5155e-06 7.54197e-06 7.70515e-06 1.13904e-05 9.37794e-06 Variance: 5.06961e-08 Variances/cluster: 2.82834e-08 3.45467e-08 2.67973e-31 3.46515e-08 3.26924e-08 4.96923e-08 2.78427e-08 3.96398e-08 3.77373e-08 4.41248e-08 3.06735e-08 0 6.86694e-32 3.10701e-07 0 2.51766e-08 4.58268e-08 4.22518e-08 3.39974e-08 2.7222e-06 5.49836e-08 3.7877e-08 2.73817e-08 3.38911e-08 4.64998e-08 3.08386e-08 6.1551e-08 4.76373e-08 2.88571e-08 0 0 0 0 1.37842e-07 2.28524e-07 3.73916e-08 4.05315e-08 5.12291e-08 -------------------------------------------------------------- Initialization seed trial #473 of 1000; initialization seed = 493577698 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 718486 Distortion: 0.000295987 Distortions/cluster: 6.33978e-06 6.38863e-06 4.81569e-35 9.1829e-06 1.08283e-34 1.47711e-05 1.0241e-05 7.99904e-06 1.27749e-35 2.37044e-35 5.25475e-06 9.86332e-06 7.40868e-06 4.08341e-05 0 3.12374e-06 6.56509e-06 9.64317e-35 1.20768e-05 9.23755e-06 0 3.43835e-05 6.44722e-06 3.95292e-06 2.89919e-06 1.1055e-05 1.44708e-05 4.72198e-06 8.67078e-06 3.58823e-06 6.16471e-06 8.83117e-06 7.10802e-06 5.0897e-06 6.62493e-06 7.76089e-06 9.41563e-06 5.5155e-06 Variance: 5.03208e-08 Variances/cluster: 2.73242e-08 5.45989e-08 2.67973e-31 4.70766e-08 0 4.87338e-08 5.30452e-08 3.22514e-08 0 0 4.41537e-08 2.72436e-08 2.315e-07 2.72194e-06 0 3.76325e-08 3.03908e-08 6.86694e-32 3.56133e-08 5.24691e-08 0 3.33783e-07 3.06974e-08 4.07493e-08 3.71663e-08 3.22275e-08 4.41039e-08 3.39681e-08 3.72102e-08 3.32215e-08 2.65698e-08 3.44938e-08 2.40115e-08 3.82652e-08 3.34561e-08 2.74212e-08 5.34817e-08 1.37842e-07 -------------------------------------------------------------- Initialization seed trial #474 of 1000; initialization seed = 493577699 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 600826 Distortion: 0.00418112 Distortions/cluster: 8.66831e-06 9.68472e-06 4.81569e-35 5.56626e-06 5.89089e-06 7.84731e-06 1.48186e-05 1.59192e-05 6.06596e-06 3.30109e-06 9.64317e-35 2.45348e-05 1.18827e-05 4.56695e-06 6.92153e-06 2.37044e-35 1.04931e-05 7.21082e-06 7.23425e-06 5.11838e-06 5.85871e-06 7.2767e-06 1.02512e-05 1.01114e-05 5.25815e-06 5.74114e-06 0.00391362 8.82512e-06 7.60421e-06 7.15449e-06 5.17813e-06 6.10502e-06 1.15761e-05 0 9.06098e-06 6.02021e-06 5.74706e-06 0 Variance: 7.10832e-07 Variances/cluster: 9.63048e-08 2.72785e-08 2.67973e-31 4.38144e-08 4.63701e-08 3.31081e-08 4.39575e-08 7.5794e-07 2.50632e-08 3.7088e-08 6.86694e-32 2.72576e-06 3.15164e-08 1.69132e-07 5.5814e-08 0 3.10421e-08 5.04101e-08 5.05733e-08 3.34506e-08 2.62692e-08 4.13415e-08 4.01973e-08 3.70347e-08 1.34779e-07 4.5191e-08 0.00391989 4.30356e-08 4.47162e-08 2.82762e-08 4.10931e-08 3.52856e-08 3.50677e-08 0 5.11881e-08 2.67539e-08 3.00858e-08 0 -------------------------------------------------------------- Initialization seed trial #475 of 1000; initialization seed = 493577700 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 82 BIC score: 500075 Distortion: 0.0397966 Distortions/cluster: 4.81569e-35 5.00878e-06 6.0206e-06 4.56695e-06 1.12673e-05 1.04189e-05 7.46402e-06 5.47289e-06 7.413e-06 1.59192e-05 5.13659e-06 5.80089e-06 6.28682e-06 5.64221e-06 5.72403e-06 4.81766e-06 1.21836e-05 0.00391362 6.62792e-06 8.39942e-06 1.00156e-05 8.43566e-06 5.54074e-06 6.89594e-06 6.07931e-06 7.63074e-06 7.25781e-06 6.81727e-06 5.4237e-06 8.36841e-06 5.60326e-06 2.45348e-05 6.56443e-06 5.86169e-06 0.0356196 7.17995e-06 2.37044e-35 7.09492e-06 Variance: 6.76584e-06 Variances/cluster: 2.67973e-31 2.25601e-08 2.92228e-08 1.69132e-07 3.99513e-08 5.26165e-08 3.30237e-08 2.80637e-08 2.88419e-08 7.5794e-07 2.68905e-08 4.29554e-08 3.30856e-08 2.86381e-08 3.27055e-08 2.4453e-08 4.57994e-08 0.00391989 2.90672e-08 9.43662e-08 5.29758e-08 5.8576e-08 1.38473e-07 4.36307e-08 3.97308e-08 5.22497e-08 4.9357e-08 3.05607e-08 3.08064e-08 4.49771e-08 2.32474e-08 2.72576e-06 3.54719e-08 3.05262e-08 0.035575 4.40346e-08 0 3.13907e-08 -------------------------------------------------------------- Initialization seed trial #476 of 1000; initialization seed = 493577701 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 550320 Distortion: 0.0129114 Distortions/cluster: 5.89084e-06 1.67482e-05 7.19845e-06 6.39307e-06 1.59192e-05 6.14649e-06 1.45035e-05 3.3174e-06 1.64458e-05 8.32012e-06 3.03e-06 6.00919e-06 1.90542e-05 2.36122e-06 4.4804e-06 3.76587e-06 4.7646e-06 6.88448e-06 4.81569e-35 2.45348e-05 6.17096e-06 5.77559e-06 6.74388e-06 7.14328e-06 3.43374e-06 2.63259e-06 4.59627e-06 0.00872182 5.56466e-06 3.80809e-06 4.9146e-06 0.00391362 2.23188e-05 5.64195e-06 4.87172e-06 9.87978e-06 0 6.65982e-06 Variance: 2.19506e-06 Variances/cluster: 4.17754e-08 4.41759e-08 3.28668e-08 2.90568e-08 7.5794e-07 3.28661e-08 5.82282e-08 2.11275e-08 4.07953e-08 9.14236e-08 3.74045e-08 6.3249e-08 6.479e-08 2.16601e-08 2.40861e-08 2.15174e-08 2.72236e-08 1.56417e-07 2.67973e-31 2.72576e-06 4.97623e-08 3.07182e-08 3.22644e-08 3.09206e-08 2.90961e-08 2.19359e-08 3.06392e-08 0.156503 3.43469e-08 2.50503e-08 2.30712e-08 0.00391989 5.75042e-08 2.82073e-08 2.73668e-08 1.06224e-07 0 5.596e-08 -------------------------------------------------------------- Initialization seed trial #477 of 1000; initialization seed = 493577702 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 716957 Distortion: 0.000308095 Distortions/cluster: 4.35604e-05 1.08283e-34 1.1636e-05 9.85554e-06 1.50511e-05 8.80069e-06 4.98252e-06 9.7167e-06 1.25766e-05 4.81569e-35 5.6673e-06 0 6.1655e-06 6.72141e-06 1.05286e-05 4.78852e-06 5.34824e-06 9.64551e-06 9.64317e-35 9.02398e-06 7.89512e-06 7.17389e-06 9.80945e-06 2.37044e-35 8.43566e-06 0 1.19445e-05 3.23765e-05 0 6.39226e-06 7.22418e-06 8.8969e-06 1.27749e-35 1.10213e-05 1.76052e-05 0 5.25112e-06 0 Variance: 5.23792e-08 Variances/cluster: 2.7222e-06 0 3.35302e-08 2.18977e-07 6.74714e-08 3.49203e-08 2.47857e-08 4.83262e-08 3.45398e-08 2.67973e-31 2.79153e-08 0 3.08239e-08 3.48229e-08 5.34277e-08 2.48088e-08 2.35579e-08 4.38396e-08 6.86694e-32 5.06926e-08 3.44733e-08 4.1464e-08 5.35863e-08 0 5.8576e-08 0 5.76855e-08 3.11277e-07 0 2.61955e-08 4.57192e-08 3.39547e-08 0 3.32936e-08 4.90237e-08 0 2.26322e-08 0 -------------------------------------------------------------- Initialization seed trial #478 of 1000; initialization seed = 493577703 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 600904 Distortion: 0.00418397 Distortions/cluster: 8.12159e-06 0.00391362 8.70662e-06 1.1646e-05 6.71894e-06 1.45505e-05 5.54149e-06 5.96334e-06 7.92634e-06 1.59192e-05 1.05228e-05 5.2101e-06 8.13721e-06 8.91031e-06 1.15987e-05 0 5.85933e-06 9.78739e-06 5.39207e-06 8.03104e-06 2.45348e-05 5.03836e-06 9.64317e-35 4.56695e-06 6.91983e-06 6.0505e-06 4.81569e-35 2.37044e-35 1.00389e-05 1.51538e-05 7.79775e-06 0 8.39942e-06 5.42436e-06 7.11287e-06 0 5.83568e-06 4.9326e-06 Variance: 7.11318e-07 Variances/cluster: 2.85947e-08 0.00391989 5.33988e-08 4.81085e-08 3.24556e-08 3.88924e-08 2.78439e-08 2.43374e-08 5.74323e-08 7.5794e-07 5.31284e-08 3.08254e-08 2.50354e-08 5.17874e-08 3.34226e-08 0 4.47239e-08 4.7962e-08 3.85116e-08 3.29112e-08 2.72576e-06 2.55724e-08 6.86694e-32 1.69132e-07 3.32655e-08 3.18417e-08 2.67973e-31 0 4.32676e-08 4.24337e-08 2.88781e-08 0 9.43662e-08 4.55788e-08 3.09228e-08 0 1.42286e-07 4.44351e-08 -------------------------------------------------------------- Initialization seed trial #479 of 1000; initialization seed = 493577704 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 500140 Distortion: 0.0398225 Distortions/cluster: 3.24524e-06 4.81569e-35 5.81618e-06 5.81224e-06 6.55488e-06 4.35604e-05 0.00391362 8.15303e-06 9.28304e-06 6.03009e-06 4.96319e-06 2.37044e-35 6.09387e-06 6.74125e-06 4.74402e-06 7.14482e-06 7.43385e-06 6.5666e-06 6.49478e-06 8.30551e-06 3.1695e-05 7.40324e-06 1.00446e-05 5.11331e-06 5.78461e-06 4.56044e-06 6.28915e-06 6.41686e-06 4.36966e-06 1.09303e-05 8.56252e-06 6.11986e-06 5.5155e-06 1.04272e-05 9.53771e-06 0.0356196 4.59401e-06 5.02607e-06 Variance: 6.77023e-06 Variances/cluster: 4.10663e-08 2.67973e-31 2.73037e-08 3.10788e-08 6.36338e-08 2.7222e-06 0.00391989 3.22226e-08 2.66723e-08 2.97019e-08 2.72678e-08 0 2.62644e-08 3.07784e-08 5.92823e-08 4.70019e-08 4.50391e-08 3.20292e-08 3.73143e-08 5.84845e-08 3.10701e-07 4.04419e-08 3.2081e-08 1.7043e-07 2.35126e-08 3.93023e-08 3.19215e-08 4.42397e-08 2.91285e-08 3.23354e-08 5.00693e-08 2.70767e-08 1.37842e-07 4.63279e-08 4.35476e-08 0.035575 4.45873e-08 4.0849e-08 -------------------------------------------------------------- Initialization seed trial #480 of 1000; initialization seed = 493577705 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 81 BIC score: 721642 Distortion: 0.000276136 Distortions/cluster: 2.45348e-05 9.67027e-06 8.59381e-06 6.76437e-06 1.32585e-05 5.66699e-06 9.61607e-06 1.27749e-35 1.08145e-05 9.09515e-06 5.86675e-06 5.14406e-06 6.68728e-06 5.75884e-06 7.31518e-06 6.00227e-06 9.64317e-35 1.05156e-05 1.08283e-34 2.37044e-35 1.29345e-05 8.10393e-06 4.81569e-35 8.00879e-06 1.17563e-05 7.34379e-06 7.002e-06 5.79821e-06 1.06344e-05 1.59192e-05 9.92448e-06 0 0 9.17998e-06 5.86884e-06 0 8.37406e-06 9.98255e-06 Variance: 4.69459e-08 Variances/cluster: 2.72576e-06 9.66952e-08 5.84563e-08 4.66357e-08 4.63548e-08 2.95121e-08 3.08181e-08 0 1.1264e-07 3.44483e-08 3.12034e-08 4.2499e-08 4.07629e-08 2.37941e-08 2.42203e-08 3.72774e-08 6.86694e-32 5.25741e-08 0 0 4.38313e-08 5.43725e-08 2.67973e-31 2.92266e-08 4.06756e-08 2.81345e-08 4.89493e-08 1.41374e-07 3.33258e-08 7.5794e-07 3.18064e-08 0 0 5.04233e-08 2.84862e-08 0 4.3601e-08 3.68327e-08 -------------------------------------------------------------- Initialization seed trial #481 of 1000; initialization seed = 493577706 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 690453 Distortion: 0.000551312 Distortions/cluster: 3.77449e-06 9.64317e-35 0.000296857 6.68643e-06 0 5.28221e-06 5.71392e-06 1.57405e-05 9.61837e-06 7.44263e-06 6.59526e-06 6.84954e-06 6.60219e-06 8.73611e-06 7.27369e-06 4.80332e-06 3.88586e-06 5.23739e-06 1.27749e-35 8.20728e-06 1.51353e-05 5.51968e-06 6.95398e-06 3.86174e-06 9.28855e-06 1.04403e-05 7.87799e-06 6.47723e-06 5.42682e-06 4.61277e-06 3.22994e-06 1.08283e-34 6.71398e-06 5.39264e-06 4.89178e-06 2.37044e-35 3.73264e-05 8.85678e-06 Variance: 9.37287e-08 Variances/cluster: 2.71521e-08 6.86694e-32 1.9788e-05 5.52549e-08 0 4.36508e-08 1.428e-07 4.26432e-08 3.45954e-08 4.00109e-08 2.93097e-08 2.39474e-08 2.82121e-08 5.32522e-08 5.19393e-08 2.45041e-08 2.44365e-08 3.71416e-08 0 4.50804e-08 3.95049e-08 3.56068e-08 3.31113e-08 4.19728e-08 4.71347e-08 3.05244e-08 4.92216e-08 6.05294e-08 3.47841e-08 2.35318e-08 3.71228e-08 0 2.58207e-08 1.7394e-07 4.25232e-08 0 3.65906e-07 3.0225e-08 -------------------------------------------------------------- Initialization seed trial #482 of 1000; initialization seed = 493577707 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 720743 Distortion: 0.00028577 Distortions/cluster: 4.81569e-35 2.14586e-05 1.15354e-05 7.13813e-06 7.91029e-06 3.28635e-06 3.56757e-06 5.12978e-06 1.07336e-05 7.60103e-06 2.37044e-35 3.43382e-06 2.22485e-05 1.18349e-05 7.15109e-06 7.37987e-06 6.07203e-06 0 4.89843e-06 1.04568e-05 9.09162e-06 1.08283e-34 9.64317e-35 0 9.401e-06 5.54241e-06 6.38746e-06 1.07803e-05 0 1.59192e-05 1.27749e-35 1.26515e-05 5.69584e-06 4.08669e-06 2.45348e-05 8.23529e-06 0 2.16073e-05 Variance: 4.85837e-08 Variances/cluster: 2.67973e-31 4.8098e-08 3.20396e-08 1.58576e-07 5.07024e-08 3.77712e-08 5.32427e-08 2.46602e-08 1.11797e-07 2.62988e-08 0 3.90173e-08 6.6195e-08 5.5545e-08 3.06878e-08 2.45974e-08 3.29974e-08 0 3.7677e-08 3.72094e-08 3.46978e-08 0 6.86694e-32 0 2.7405e-08 5.38066e-08 3.62889e-08 3.26646e-08 0 7.5794e-07 0 5.24791e-08 3.11221e-08 4.25661e-08 2.72576e-06 6.53541e-08 0 4.53786e-08 -------------------------------------------------------------- Initialization seed trial #483 of 1000; initialization seed = 493577708 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 690321 Distortion: 0.000564502 Distortions/cluster: 4.67605e-05 9.49077e-06 5.13612e-06 1.08283e-34 5.89808e-06 0 4.90807e-06 4.76686e-06 9.35519e-06 6.77091e-06 6.82791e-06 2.44758e-06 4.60516e-06 8.84175e-06 3.26803e-06 1.27749e-35 9.64317e-35 1.59192e-05 2.37044e-35 6.77528e-06 2.83164e-05 0 3.56441e-06 0.00027363 6.33133e-06 5.48268e-06 5.50369e-06 3.51692e-06 2.45348e-05 8.86274e-06 3.46171e-06 3.49568e-05 3.12808e-06 4.71225e-06 8.41661e-06 0 2.78706e-06 5.52477e-06 Variance: 9.59711e-08 Variances/cluster: 8.43786e-08 8.11114e-08 4.07593e-08 0 2.75587e-08 0 2.5966e-08 2.19652e-08 5.11173e-08 3.45425e-08 5.59616e-08 2.09171e-08 2.17205e-08 1.80389e-07 2.42048e-08 0 6.86694e-32 7.5794e-07 0 3.0794e-08 4.79782e-08 0 3.33092e-08 3.00664e-06 2.9174e-08 5.22113e-08 3.14466e-08 2.88238e-08 2.72576e-06 4.2402e-08 3.80377e-08 6.1416e-08 1.99217e-08 2.85564e-08 2.95294e-08 0 2.26567e-08 2.80421e-08 -------------------------------------------------------------- Initialization seed trial #484 of 1000; initialization seed = 493577709 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 30 BIC score: 505283 Distortion: 0.0359183 Distortions/cluster: 7.23536e-06 6.16442e-06 6.54006e-06 8.03412e-06 1.27749e-35 0.0356196 5.5844e-06 6.46397e-06 1.51241e-05 4.81569e-35 1.19869e-05 2.37044e-35 1.31405e-05 3.35567e-05 5.66198e-06 5.77197e-06 6.23605e-06 1.07343e-05 0 8.14826e-06 1.08283e-34 7.6479e-06 8.27685e-06 8.40118e-06 7.21039e-06 4.25005e-06 5.35301e-06 5.95828e-06 3.19378e-06 4.35604e-05 6.19954e-06 5.97905e-06 1.15641e-05 0 7.68514e-06 9.17943e-06 8.51625e-06 5.37443e-06 Variance: 6.10647e-06 Variances/cluster: 3.38071e-08 3.02146e-08 5.49537e-08 2.85887e-08 0 0.035575 4.39679e-08 1.50277e-07 4.24695e-08 2.67973e-31 3.38583e-08 0 3.77478e-08 3.13581e-07 5.95946e-08 2.61146e-08 2.46455e-08 4.54803e-08 0 2.71585e-08 0 6.64982e-08 3.2078e-08 4.61454e-08 2.50339e-08 3.07939e-08 4.86487e-08 4.44502e-08 3.75709e-08 2.7222e-06 3.2626e-08 2.55493e-08 4.68032e-08 0 3.94077e-08 5.2437e-08 5.3884e-08 5.3741e-08 -------------------------------------------------------------- Initialization seed trial #485 of 1000; initialization seed = 493577710 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 550409 Distortion: 0.0129278 Distortions/cluster: 3.12832e-06 6.14671e-06 6.68618e-06 9.16776e-06 4.50912e-06 1.01177e-05 3.91912e-06 9.07875e-06 8.30211e-06 1.09713e-05 0 8.03208e-06 5.5155e-06 2.74098e-06 8.24523e-06 3.63804e-06 4.94341e-06 1.57668e-05 5.82901e-06 6.09575e-06 0.00391362 4.20079e-06 5.55254e-06 3.89079e-06 1.651e-05 3.02793e-05 4.81569e-35 3.68183e-06 1.14166e-05 8.10449e-06 5.13223e-06 6.51461e-06 0.00872182 4.35604e-05 6.11475e-06 3.01215e-06 8.69135e-06 2.8823e-06 Variance: 2.19786e-06 Variances/cluster: 2.17225e-08 2.83229e-08 2.95814e-08 4.6999e-08 4.90092e-08 4.70437e-08 3.69697e-08 2.69368e-08 2.73072e-08 3.21711e-08 0 2.56593e-08 1.37842e-07 3.70373e-08 5.31791e-08 3.99752e-08 4.6196e-08 4.02085e-08 3.20245e-08 2.68512e-08 0.00391989 2.81908e-08 1.54224e-07 4.09522e-08 4.413e-08 3.22085e-07 2.67973e-31 5.33552e-08 5.43472e-08 3.24151e-08 5.89865e-08 3.19316e-08 0.156503 2.7222e-06 3.32292e-08 2.89605e-08 5.11092e-08 3.60256e-08 -------------------------------------------------------------- Initialization seed trial #486 of 1000; initialization seed = 493577711 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 504862 Distortion: 0.036153 Distortions/cluster: 0.000275211 2.51101e-06 1.17553e-05 1.00005e-05 7.38589e-06 3.21393e-06 3.95396e-06 6.87352e-06 4.91388e-06 1.08283e-34 7.83791e-06 5.88248e-06 4.51949e-06 8.55474e-06 2.45348e-05 1.27749e-35 6.93213e-06 5.73166e-06 7.90365e-06 7.7088e-06 7.00271e-06 1.1964e-05 1.59192e-05 2.37044e-35 6.40013e-06 8.35011e-06 5.77316e-06 7.57774e-06 7.00612e-06 9.40806e-06 6.39873e-06 0 6.50793e-06 6.04802e-06 9.91994e-06 9.10722e-06 1.06741e-05 0.0356196 Variance: 6.14638e-06 Variances/cluster: 2.9275e-06 5.45825e-08 3.13448e-08 5.26174e-08 3.06433e-08 3.57075e-08 4.11835e-08 3.40238e-08 9.44659e-08 0 3.1224e-08 5.60202e-08 4.18436e-08 4.64782e-08 2.72576e-06 0 3.33165e-08 4.21307e-08 2.92703e-08 3.41064e-08 3.97848e-08 4.06901e-08 7.5794e-07 0 2.78242e-08 6.47243e-08 3.26061e-08 5.01676e-08 4.60792e-08 2.71095e-08 1.52304e-07 0 3.15815e-08 2.86611e-08 2.74007e-08 3.73214e-08 4.152e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #487 of 1000; initialization seed = 493577712 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 717448 Distortion: 0.000300816 Distortions/cluster: 5.86713e-06 5.45674e-06 5.662e-06 1.16188e-05 1.39205e-05 4.81569e-35 7.97515e-06 8.81197e-06 9.22848e-06 8.21303e-06 0 3.60932e-06 1.16885e-05 4.3788e-06 3.66837e-06 3.48431e-06 3.14299e-05 1.83378e-05 7.81596e-06 3.13402e-06 5.69114e-06 1.03208e-05 5.60168e-06 5.07317e-06 6.12563e-06 2.37044e-35 5.03283e-06 1.08283e-34 6.05644e-06 1.27749e-35 5.2672e-06 1.98724e-05 7.3316e-06 6.15481e-06 9.64317e-35 7.19488e-06 3.23198e-06 4.35604e-05 Variance: 5.11418e-08 Variances/cluster: 3.31444e-08 2.41428e-08 5.39204e-08 5.61125e-08 5.35231e-08 2.67973e-31 7.24956e-08 4.86804e-08 5.30201e-08 3.68265e-08 0 5.30736e-08 5.46016e-08 2.44597e-08 2.41316e-08 2.07375e-08 3.11154e-07 4.39615e-08 2.83163e-08 3.73068e-08 2.54046e-08 1.91076e-07 3.18249e-08 4.37305e-08 2.28548e-08 0 2.99538e-08 0 2.55524e-08 0 2.62024e-08 4.50473e-08 3.87883e-08 3.82251e-08 6.86694e-32 3.22612e-08 3.75779e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #488 of 1000; initialization seed = 493577713 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 74 BIC score: 690293 Distortion: 0.00055496 Distortions/cluster: 1.39664e-05 1.07254e-05 3.41748e-06 3.77725e-05 7.18574e-06 2.37044e-35 6.42819e-06 5.20503e-06 0.000296857 3.24931e-06 4.10727e-06 7.09832e-06 4.45808e-06 1.4607e-05 4.00834e-06 5.83568e-06 4.62909e-06 9.84054e-06 4.66442e-06 6.35348e-06 5.15673e-06 9.19216e-06 7.77694e-06 1.22239e-05 8.9686e-06 0 7.47556e-06 8.51555e-06 1.08283e-34 1.04221e-05 1.27749e-35 9.67038e-06 9.23755e-06 9.64317e-35 0 5.11331e-06 4.22927e-06 6.56785e-06 Variance: 9.43488e-08 Variances/cluster: 4.25665e-08 3.05539e-08 3.7969e-08 3.66684e-07 4.30249e-08 0 2.94845e-08 3.11652e-08 1.9788e-05 3.24902e-08 2.33343e-08 2.95737e-08 2.42258e-08 4.90011e-08 2.2772e-08 1.42286e-07 3.92265e-08 3.51417e-08 3.15134e-08 5.82834e-08 3.39219e-08 4.71241e-08 3.36635e-08 3.59411e-08 3.05025e-08 0 2.38054e-08 5.09874e-08 0 5.31567e-08 0 5.46184e-08 5.24691e-08 6.86694e-32 0 1.7043e-07 2.29832e-08 5.56549e-08 -------------------------------------------------------------- Initialization seed trial #489 of 1000; initialization seed = 493577714 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 505658 Distortion: 0.0358912 Distortions/cluster: 5.95035e-06 4.46336e-06 6.58231e-06 9.04697e-06 1.08283e-34 7.3158e-06 1.29011e-05 4.56695e-06 9.37271e-06 8.78601e-06 5.17963e-06 2.45348e-05 3.28594e-06 5.05335e-06 5.83568e-06 6.11685e-06 7.0152e-06 4.81569e-35 2.37044e-35 1.48511e-05 0 1.30698e-05 8.3689e-06 8.39942e-06 0.0356196 8.31759e-06 0 1.46691e-05 8.58328e-06 8.59877e-06 1.06358e-05 6.49926e-06 1.59192e-05 8.14492e-06 7.07842e-06 1.27749e-35 5.7152e-06 6.76397e-06 Variance: 6.10187e-06 Variances/cluster: 3.08279e-08 3.12097e-08 4.30078e-08 2.66841e-08 0 3.13946e-08 3.50542e-08 1.69132e-07 3.14491e-08 3.03987e-08 4.84034e-08 2.72576e-06 3.82056e-08 3.79921e-08 1.42286e-07 2.62503e-08 4.38415e-08 2.67973e-31 0 4.2297e-08 0 3.73303e-08 5.0097e-08 9.43662e-08 0.035575 5.07008e-08 0 3.63064e-08 5.1393e-08 2.55134e-08 4.72549e-08 5.55444e-08 7.5794e-07 5.2532e-08 3.32291e-08 0 3.42191e-08 4.69568e-08 -------------------------------------------------------------- Initialization seed trial #490 of 1000; initialization seed = 493577715 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 501136 Distortion: 0.0398361 Distortions/cluster: 5.09517e-06 1.13175e-05 1.33368e-05 0.00391362 4.41478e-06 4.77989e-06 4.52957e-06 4.81569e-35 8.21583e-06 6.0249e-06 5.66782e-06 0.0356196 2.37044e-35 0 1.0481e-05 9.51519e-06 7.48898e-06 4.79624e-06 0 5.86116e-06 8.43566e-06 9.78909e-06 3.87072e-06 9.92375e-06 4.48634e-06 1.24296e-05 1.31089e-05 1.0088e-05 0 1.27723e-05 1.53039e-05 0 5.44906e-06 7.77205e-06 7.11132e-06 4.29883e-06 3.30274e-05 4.35604e-05 Variance: 6.77255e-06 Variances/cluster: 4.31656e-08 2.90168e-08 4.26058e-08 0.00391989 3.80458e-08 4.50785e-08 3.43037e-08 2.67973e-31 2.98729e-08 4.21186e-08 3.27513e-08 0.035575 0 0 5.2401e-08 3.05928e-08 2.95973e-08 4.16927e-08 0 4.47282e-08 5.8576e-08 8.58626e-08 3.75676e-08 2.86781e-08 2.38557e-08 4.56934e-08 3.26065e-08 2.05817e-07 0 3.31718e-08 3.61763e-08 0 4.32322e-08 4.22259e-08 3.97241e-08 6.05286e-08 3.11546e-07 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #491 of 1000; initialization seed = 493577716 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 30 BIC score: 600697 Distortion: 0.00421168 Distortions/cluster: 8.8874e-06 9.87533e-06 4.48267e-06 0.00391362 6.19855e-06 7.40224e-06 1.84926e-05 2.4963e-06 7.31436e-06 5.83568e-06 7.39757e-06 9.93236e-06 3.14299e-05 2.79693e-06 6.36793e-06 9.64317e-35 6.73018e-06 1.51538e-05 2.37044e-35 4.53892e-06 8.08205e-06 1.66678e-05 1.01776e-05 4.35604e-05 4.0574e-06 4.73473e-06 0 0 6.28805e-06 3.77148e-06 1.49113e-05 0 7.89164e-06 4.81569e-35 7.11474e-06 5.68312e-06 4.67046e-06 5.11331e-06 Variance: 7.16028e-07 Variances/cluster: 5.01951e-08 5.16867e-08 4.30989e-08 0.00391989 2.56116e-08 2.45086e-08 6.46394e-08 5.09404e-08 2.64033e-08 1.42286e-07 3.37759e-08 2.74343e-08 3.11154e-07 3.58553e-08 3.0465e-08 6.86694e-32 2.92591e-08 4.24337e-08 0 3.66012e-08 3.3394e-08 5.23977e-08 3.22045e-08 2.7222e-06 4.2262e-08 3.38167e-08 0 0 2.92442e-08 4.09908e-08 3.90221e-08 0 4.50908e-08 2.67973e-31 4.39142e-08 2.53689e-08 3.7064e-08 1.7043e-07 -------------------------------------------------------------- Initialization seed trial #492 of 1000; initialization seed = 493577717 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 77 BIC score: 600545 Distortion: 0.0041803 Distortions/cluster: 4.5327e-06 1.11159e-05 9.72223e-06 5.2439e-06 0 1.33638e-05 1.27659e-05 3.13523e-06 6.16661e-06 5.51353e-06 1.006e-05 8.48174e-06 4.81569e-35 8.50935e-06 6.4378e-06 6.16517e-06 6.06859e-06 6.05194e-06 6.91719e-06 9.64317e-35 5.59294e-06 5.5155e-06 4.41189e-06 2.45348e-05 7.16458e-06 4.56695e-06 7.88166e-06 1.12795e-05 6.36019e-06 5.69704e-06 8.66831e-06 0.00391362 2.37044e-35 6.3799e-06 6.27975e-06 8.99893e-06 7.17707e-06 1.59192e-05 Variance: 7.10694e-07 Variances/cluster: 4.31648e-08 3.27874e-08 5.65065e-08 2.50878e-08 0 4.40909e-08 4.46213e-08 3.68822e-08 5.36061e-08 3.88243e-08 3.31904e-08 3.12952e-08 2.67973e-31 3.29791e-08 2.23515e-08 5.50413e-08 3.28005e-08 4.44849e-08 3.24719e-08 6.86694e-32 3.77871e-08 1.37842e-07 4.24194e-08 2.72576e-06 3.36336e-08 1.69132e-07 4.5544e-08 5.10225e-08 2.80159e-08 2.52052e-08 9.63048e-08 0.00391989 0 3.17376e-08 2.94789e-08 4.18517e-08 3.10668e-08 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #493 of 1000; initialization seed = 493577718 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 689333 Distortion: 0.000569002 Distortions/cluster: 1.27749e-35 5.59689e-06 0.000300791 8.14486e-06 4.83809e-06 9.64317e-35 6.8234e-06 9.76178e-06 1.08283e-34 4.96008e-06 5.76026e-06 8.00173e-06 5.53946e-06 3.35483e-06 2.37044e-35 6.72404e-06 0 1.2736e-05 5.00914e-06 6.18903e-06 5.71859e-06 1.5215e-05 1.5909e-05 0 9.45125e-06 7.91654e-06 2.15276e-05 8.57303e-06 0 1.00607e-05 3.85802e-05 1.27688e-05 0 8.41252e-06 3.30036e-06 6.31371e-06 6.02824e-06 4.99506e-06 Variance: 9.67361e-08 Variances/cluster: 0 4.40662e-08 1.87971e-05 2.89828e-08 2.25008e-08 6.86694e-32 3.48095e-08 5.19077e-08 0 2.53043e-08 2.71686e-08 4.02063e-08 2.65022e-08 2.84274e-08 0 5.51103e-08 0 4.82379e-08 2.40797e-08 2.93294e-08 5.39457e-08 4.09973e-08 5.01701e-08 0 5.19133e-08 4.91552e-08 5.99456e-08 2.91574e-08 0 7.85925e-08 3.38384e-07 7.50878e-08 0 3.29874e-08 3.75011e-08 3.58697e-08 3.25823e-08 2.3016e-08 -------------------------------------------------------------- Initialization seed trial #494 of 1000; initialization seed = 493577719 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 689421 Distortion: 0.000567746 Distortions/cluster: 7.51578e-06 0 9.47794e-06 0.000297727 6.61917e-06 9.5348e-06 5.83382e-06 5.11524e-06 6.01993e-06 8.03837e-06 2.02753e-05 5.5483e-06 5.76137e-06 8.87803e-06 8.46743e-06 5.55812e-06 3.61556e-06 9.85554e-06 4.27605e-06 9.34173e-06 1.10942e-05 9.64317e-35 1.29198e-05 6.20998e-06 2.37044e-35 6.67865e-06 0 4.35604e-05 1.08283e-34 7.27666e-06 8.54084e-06 5.04351e-06 5.09368e-06 0 1.35899e-05 1.27749e-35 5.98761e-06 4.29138e-06 Variance: 9.65227e-08 Variances/cluster: 4.31907e-08 0 3.09706e-08 2.91856e-06 5.56184e-08 5.29541e-08 5.8922e-08 3.29988e-08 2.95069e-08 5.1196e-08 5.87495e-08 2.56836e-08 4.92272e-08 3.52272e-08 4.62551e-08 4.37503e-08 3.84604e-08 2.18977e-07 4.19182e-08 2.64615e-08 3.06443e-08 6.86694e-32 4.80136e-08 3.08918e-08 0 2.89094e-08 0 2.7222e-06 0 3.09618e-08 5.33641e-08 2.40146e-08 3.80095e-08 0 3.85951e-08 0 2.49457e-08 2.97984e-08 -------------------------------------------------------------- Initialization seed trial #495 of 1000; initialization seed = 493577720 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 566379 Distortion: 0.00901454 Distortions/cluster: 1.08283e-34 5.11331e-06 8.9181e-06 7.25277e-06 1.4863e-05 0.00872182 8.31888e-06 3.49453e-06 6.72469e-06 4.81569e-35 3.1721e-06 3.84724e-06 3.14299e-05 9.99128e-06 6.72982e-06 1.27749e-35 3.92474e-06 5.83568e-06 6.24816e-06 8.9178e-06 5.72088e-06 6.3823e-06 1.14973e-05 1.00229e-05 0 4.35604e-05 5.33827e-06 5.80012e-06 5.64961e-06 6.78673e-06 5.7817e-06 4.44022e-06 1.53139e-05 7.68618e-06 5.53273e-06 9.74038e-06 4.82896e-06 3.85926e-06 Variance: 1.53256e-06 Variances/cluster: 0 1.7043e-07 5.18327e-08 3.64429e-08 3.89978e-08 0.156503 3.26202e-08 4.01645e-08 3.31235e-08 2.67973e-31 3.64581e-08 3.92542e-08 3.11154e-07 3.2331e-08 3.21973e-08 0 3.92444e-08 1.42286e-07 2.63613e-08 5.4031e-08 2.43415e-08 2.30388e-08 4.80903e-08 5.24591e-08 0 2.7222e-06 2.50593e-08 5.4202e-08 2.59134e-08 6.16919e-08 3.04264e-08 3.82744e-08 4.27622e-08 2.84648e-08 2.68556e-08 4.77316e-08 2.98058e-08 4.06203e-08 -------------------------------------------------------------- Initialization seed trial #496 of 1000; initialization seed = 493577721 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 716493 Distortion: 0.000308836 Distortions/cluster: 1.18349e-05 9.90862e-06 0 5.47817e-06 4.81569e-35 3.18364e-06 3.89945e-06 3.3522e-06 1.08283e-34 4.83097e-06 5.48612e-06 5.52649e-06 2.33391e-05 3.25722e-05 7.16775e-06 1.08919e-05 2.37044e-35 4.28051e-06 4.16405e-06 5.58318e-06 3.06207e-06 2.15567e-05 5.77363e-06 4.89935e-06 1.27716e-05 1.22487e-05 6.95974e-06 2.2149e-05 5.05127e-06 7.35779e-06 3.33828e-06 9.64317e-35 6.12055e-06 7.92634e-06 1.27749e-35 4.35604e-05 4.56079e-06 0 Variance: 5.25052e-08 Variances/cluster: 5.5545e-08 4.30774e-08 0 2.67204e-08 2.67973e-31 2.76806e-08 2.51554e-08 2.59837e-08 0 4.51453e-08 3.11679e-08 2.92382e-08 4.73255e-08 3.13158e-07 4.87563e-08 3.91761e-08 0 2.19487e-08 3.46974e-08 3.46744e-08 2.392e-08 4.87552e-08 2.69772e-08 2.18702e-08 2.28011e-07 5.23281e-08 6.10466e-08 6.60956e-08 2.37128e-08 2.89652e-08 2.22526e-08 6.86694e-32 4.56718e-08 5.74323e-08 0 2.7222e-06 2.13102e-08 0 -------------------------------------------------------------- Initialization seed trial #497 of 1000; initialization seed = 493577722 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 505355 Distortion: 0.0359138 Distortions/cluster: 6.99779e-06 6.39478e-06 4.81569e-35 8.8347e-06 4.81021e-06 5.74874e-06 6.46784e-06 6.28205e-06 0.0356196 6.29737e-06 7.4606e-06 7.38019e-06 6.11546e-06 2.75265e-06 4.62145e-06 1.05481e-05 7.20107e-06 6.28458e-06 8.31876e-06 7.26143e-06 1.32518e-05 2.85499e-06 3.10001e-05 8.92782e-06 2.37044e-35 8.15172e-06 1.27749e-35 6.69965e-06 1.35439e-05 1.22278e-05 1.08283e-34 5.68274e-06 1.33055e-05 0 4.35604e-05 0 7.04105e-06 8.25844e-06 Variance: 6.10572e-06 Variances/cluster: 2.78772e-08 3.26227e-08 2.67973e-31 4.46054e-08 1.65857e-07 3.3412e-08 2.87434e-08 4.10455e-08 0.035575 2.91519e-08 3.16023e-08 4.91858e-08 2.39794e-08 1.14655e-07 4.1621e-08 3.2857e-08 4.38948e-08 2.97812e-08 3.40903e-08 3.4249e-08 3.77512e-08 1.0977e-07 3.09968e-07 5.91196e-08 0 4.96895e-08 0 4.43552e-08 4.59074e-08 5.50759e-08 0 2.54809e-08 4.63568e-08 0 2.7222e-06 0 3.51939e-08 2.50994e-08 -------------------------------------------------------------- Initialization seed trial #498 of 1000; initialization seed = 493577723 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 688808 Distortion: 0.000576682 Distortions/cluster: 4.53077e-06 5.67157e-06 5.64892e-06 4.86425e-06 4.09124e-06 2.87505e-06 2.28265e-05 5.3206e-06 2.9512e-05 1.03743e-05 4.50821e-06 5.63293e-06 2.57814e-05 1.08283e-34 4.98116e-06 0.000296055 5.23074e-06 5.63976e-06 3.71367e-06 5.71357e-06 6.4355e-06 9.64317e-35 6.07134e-06 4.874e-06 6.15288e-06 1.27749e-35 5.94214e-06 4.07707e-06 5.34324e-06 2.37044e-35 4.35604e-05 1.84824e-05 4.79005e-06 4.61907e-06 8.5339e-06 0 4.82902e-06 0 Variance: 9.80419e-08 Variances/cluster: 3.19041e-08 2.80746e-08 5.43133e-08 2.67243e-08 3.07586e-08 3.73355e-08 6.63354e-08 2.39646e-08 5.5876e-08 1.95686e-07 3.38932e-08 3.33276e-08 4.70309e-08 0 2.31662e-08 2.99014e-06 2.3245e-08 3.24096e-08 2.90097e-08 2.60863e-08 2.9518e-08 6.86694e-32 5.4692e-08 3.50614e-08 4.18528e-08 0 2.57213e-08 2.44114e-08 6.21251e-08 0 2.7222e-06 6.30595e-08 2.99352e-08 4.31651e-08 6.82657e-08 0 2.59599e-08 0 -------------------------------------------------------------- Initialization seed trial #499 of 1000; initialization seed = 493577724 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 716758 Distortion: 0.000309615 Distortions/cluster: 1.16051e-05 4.81569e-35 1.03218e-05 6.59577e-06 1.45747e-05 6.62489e-06 1.21569e-05 1.08283e-34 9.85554e-06 9.64317e-35 5.2039e-06 1.04189e-05 2.37044e-35 5.76095e-06 6.16645e-06 1.10777e-05 9.27217e-06 8.48032e-06 6.47208e-06 6.13552e-06 0 0 1.27749e-35 2.10323e-05 1.36916e-05 1.22829e-05 9.59853e-06 8.43566e-06 3.23694e-06 5.89404e-06 4.35604e-05 0 0 0 5.79264e-06 3.28529e-05 6.37442e-06 6.13978e-06 Variance: 5.26377e-08 Variances/cluster: 5.11078e-08 2.67973e-31 3.22525e-08 3.02532e-08 3.90616e-08 2.77168e-08 5.54929e-08 0 2.18977e-07 6.86694e-32 2.27218e-08 5.26165e-08 0 2.75619e-08 3.97804e-08 4.11774e-08 4.75344e-08 3.63931e-08 3.35312e-08 2.90749e-08 0 0 0 5.66721e-08 6.36623e-08 4.59997e-08 3.49007e-08 5.8576e-08 2.43356e-08 4.43015e-08 2.7222e-06 0 0 0 2.5516e-08 3.12848e-07 2.26828e-08 3.30059e-08 -------------------------------------------------------------- Initialization seed trial #500 of 1000; initialization seed = 493577725 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 500075 Distortion: 0.0400883 Distortions/cluster: 9.31729e-06 4.8823e-06 3.87484e-06 5.67396e-06 5.63051e-06 4.46222e-06 5.6335e-06 0.000296857 8.07174e-06 5.79389e-06 5.34915e-06 5.24043e-06 7.27084e-06 1.10873e-05 1.92534e-05 1.8102e-05 4.62757e-06 4.14615e-06 5.39264e-06 5.17338e-06 3.08627e-06 9.74287e-06 0.0356196 5.8986e-06 4.89618e-06 3.73264e-05 4.44812e-06 7.27373e-06 3.6219e-06 2.37044e-35 5.6864e-06 5.71392e-06 0 5.01733e-06 0.00391362 1.19342e-05 1.46621e-05 0 Variance: 6.81542e-06 Variances/cluster: 5.23275e-08 4.35892e-08 2.84888e-08 2.5328e-08 6.05375e-08 2.18717e-08 3.85824e-08 1.9788e-05 5.80651e-08 2.66976e-08 2.89109e-08 3.13767e-08 3.35033e-08 5.65508e-08 4.38429e-08 4.38164e-08 3.50542e-08 3.48386e-08 1.7394e-07 2.34063e-08 2.59328e-08 4.29166e-08 0.035575 4.50236e-08 2.49776e-08 3.65906e-07 2.49869e-08 2.8522e-08 2.32153e-08 0 2.82881e-08 1.428e-07 0 2.42362e-08 0.00391989 5.52333e-08 5.42864e-08 0 -------------------------------------------------------------- Initialization seed trial #501 of 1000; initialization seed = 493577726 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 600389 Distortion: 0.0041827 Distortions/cluster: 1.59192e-05 6.55594e-06 5.40606e-06 6.15464e-06 0.00391362 4.81569e-35 5.6077e-06 9.73635e-06 0 7.28993e-06 8.0282e-06 1.42181e-05 2.45348e-05 7.49154e-06 7.37535e-06 6.53353e-06 1.11049e-05 1.03982e-05 4.47268e-06 4.57822e-06 1.02568e-05 4.90854e-06 5.99588e-06 5.0059e-06 6.78336e-06 4.37963e-06 8.20252e-06 8.75584e-06 6.5211e-06 3.42355e-06 9.64317e-35 6.2963e-06 1.04746e-05 7.08902e-06 8.01067e-06 8.76853e-06 8.79624e-06 2.37044e-35 Variance: 7.11101e-07 Variances/cluster: 7.5794e-07 1.52417e-07 4.15715e-08 3.29093e-08 0.00391989 2.67973e-31 2.81769e-08 3.9575e-08 0 4.36382e-08 5.45973e-08 4.4417e-08 2.72576e-06 3.13426e-08 2.543e-08 4.73291e-08 3.39489e-08 4.33222e-08 2.24732e-08 2.99195e-08 8.27105e-08 4.23012e-08 2.61798e-08 2.72032e-08 3.2767e-08 4.33589e-08 2.68033e-08 4.46584e-08 2.91095e-08 5.80214e-08 6.86694e-32 3.95959e-08 1.10249e-07 2.83536e-08 3.4826e-08 5.15632e-08 4.99748e-08 0 -------------------------------------------------------------- Initialization seed trial #502 of 1000; initialization seed = 493577727 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 69 BIC score: 717867 Distortion: 0.00030048 Distortions/cluster: 6.10693e-06 8.4698e-06 1.34244e-05 8.89767e-06 1.11982e-05 7.44391e-06 4.81569e-35 1.08283e-34 6.48455e-06 2.37044e-35 3.38104e-05 0 1.0481e-05 6.95268e-06 4.5781e-06 9.41214e-06 1.30927e-05 6.54011e-06 1.20126e-05 6.21574e-06 4.35604e-05 6.73507e-06 5.08572e-06 6.74073e-06 5.39148e-06 5.76589e-06 1.00721e-05 1.27749e-35 6.08107e-06 9.64317e-35 0 4.94425e-06 9.76562e-06 9.64708e-06 7.73355e-06 4.33753e-06 0 9.49898e-06 Variance: 5.10847e-08 Variances/cluster: 3.79274e-08 5.84074e-08 4.72648e-08 4.0431e-08 4.33897e-08 1.61775e-07 2.67973e-31 0 2.72435e-08 0 3.13025e-07 0 5.2401e-08 3.00955e-08 4.16054e-08 3.0756e-08 4.62603e-08 4.63689e-08 3.17766e-08 2.8907e-08 2.7222e-06 3.38408e-08 4.06725e-08 4.29208e-08 4.21083e-08 2.9559e-08 2.79756e-08 0 3.30385e-08 6.86694e-32 0 4.26089e-08 3.47501e-08 2.98645e-08 2.58618e-08 6.02253e-08 0 9.04594e-08 -------------------------------------------------------------- Initialization seed trial #503 of 1000; initialization seed = 493577728 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 718813 Distortion: 0.000295881 Distortions/cluster: 5.24315e-06 1.22105e-05 6.33923e-06 4.81569e-35 1.04153e-05 5.01137e-06 1.54667e-05 5.0629e-06 3.41686e-06 7.18742e-06 6.21992e-06 6.91604e-06 1.08283e-34 4.0023e-06 1.12268e-05 4.35604e-05 9.64317e-35 7.33799e-06 1.27749e-35 3.99848e-06 7.12646e-06 6.52574e-06 6.54006e-06 3.1695e-05 2.37044e-35 1.26774e-05 1.03505e-05 3.89175e-06 5.25815e-06 7.5631e-06 1.07719e-05 5.6713e-06 1.33854e-05 0 1.14838e-05 4.2121e-06 5.11331e-06 0 Variance: 5.03029e-08 Variances/cluster: 4.36892e-08 3.30874e-08 4.28186e-08 2.67973e-31 3.26391e-08 4.24553e-08 3.63038e-08 4.14856e-08 3.79621e-08 3.2083e-08 4.25884e-08 3.90704e-08 0 4.12583e-08 4.12619e-08 2.7222e-06 6.86694e-32 3.52755e-08 0 5.40172e-08 4.74945e-08 4.7969e-08 5.49537e-08 3.10701e-07 0 3.20109e-08 4.63996e-08 2.79957e-08 1.34779e-07 6.09871e-08 2.79039e-08 2.66236e-08 3.40566e-08 0 2.88505e-08 3.86401e-08 1.7043e-07 0 -------------------------------------------------------------- Initialization seed trial #504 of 1000; initialization seed = 493577729 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 600490 Distortion: 0.00422186 Distortions/cluster: 7.40636e-06 5.68524e-06 4.77749e-06 9.73835e-06 0.00391362 8.07174e-06 9.01054e-06 6.85717e-06 3.14299e-05 2.97127e-06 8.33828e-06 1.68346e-05 5.98865e-06 3.63999e-06 4.52265e-06 2.26663e-05 2.37044e-35 5.59528e-06 1.65814e-05 9.64317e-35 4.3648e-06 0 5.29789e-06 0 7.05355e-06 0 4.35604e-05 3.85645e-06 6.63323e-06 5.8742e-06 1.24688e-05 6.04472e-06 3.99072e-06 4.81569e-35 5.86251e-06 0 1.45035e-05 1.86113e-05 Variance: 7.17759e-07 Variances/cluster: 2.87044e-08 4.44121e-08 2.82658e-08 4.28966e-08 0.00391989 5.80651e-08 6.52885e-08 4.36724e-08 3.11154e-07 3.03163e-08 3.70558e-08 4.42871e-08 2.57001e-08 2.34814e-08 2.61394e-08 5.78037e-08 0 5.43197e-08 4.10298e-08 6.86694e-32 2.52276e-08 0 2.46392e-08 0 3.37459e-08 0 2.7222e-06 2.24186e-08 2.27146e-08 2.73194e-08 2.22599e-07 3.30283e-08 2.95578e-08 2.67973e-31 2.931e-08 0 5.82282e-08 6.43789e-08 -------------------------------------------------------------- Initialization seed trial #505 of 1000; initialization seed = 493577730 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 717523 Distortion: 0.000305625 Distortions/cluster: 1.48417e-05 5.94656e-06 9.44627e-06 8.81179e-06 1.02828e-05 8.63199e-06 9.58637e-06 2.37044e-35 3.14299e-05 4.81569e-35 8.16097e-06 5.59439e-06 4.35604e-05 9.64317e-35 1.01916e-05 1.04826e-05 1.02266e-05 0 3.5324e-06 6.98412e-06 0 7.12005e-06 1.28435e-05 1.27749e-35 5.57864e-06 1.08283e-34 6.66021e-06 7.47584e-06 0 1.26805e-05 7.68788e-06 8.13694e-06 9.54464e-06 0 1.38035e-05 7.92635e-06 0 8.45666e-06 Variance: 5.19594e-08 Variances/cluster: 3.55035e-08 2.47745e-08 4.31301e-08 4.68562e-08 5.32618e-08 2.94582e-08 5.15357e-08 0 3.11154e-07 2.67973e-31 5.36746e-08 3.6323e-08 2.7222e-06 6.86694e-32 1.92243e-07 3.39131e-08 3.1367e-08 0 3.83927e-08 4.84852e-08 0 2.75939e-08 4.44266e-08 0 4.13097e-08 0 5.54969e-08 4.17607e-08 0 3.35433e-08 2.67847e-08 4.42184e-08 8.44592e-08 0 4.56924e-08 3.49148e-08 0 2.5624e-08 -------------------------------------------------------------- Initialization seed trial #506 of 1000; initialization seed = 493577731 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 599999 Distortion: 0.00420881 Distortions/cluster: 3.89903e-06 5.5155e-06 1.05851e-05 3.1695e-05 5.93317e-06 3.23695e-06 9.64317e-35 3.64918e-06 5.11331e-06 5.22045e-06 4.81569e-35 2.37044e-35 1.28851e-05 7.07759e-06 7.3773e-06 1.10994e-05 3.79858e-06 1.21317e-05 3.49352e-06 5.63472e-06 5.64294e-06 3.61377e-06 1.47181e-05 5.23023e-06 0.00391362 5.10106e-06 3.08627e-06 3.52055e-06 5.76525e-06 1.03505e-05 0 8.59117e-06 9.43988e-06 1.08276e-05 3.38089e-06 1.25134e-05 1.15054e-05 4.35604e-05 Variance: 7.15541e-07 Variances/cluster: 3.57678e-08 1.37842e-07 5.29216e-08 3.10701e-07 2.69666e-08 2.2634e-08 6.86694e-32 3.20075e-08 1.7043e-07 2.70463e-08 2.67973e-31 0 4.4581e-08 3.35402e-08 2.9042e-08 3.31218e-08 2.89933e-08 5.20511e-08 2.22493e-08 2.53794e-08 3.28045e-08 2.40897e-08 4.41844e-08 3.78971e-08 0.00391989 2.772e-08 2.55041e-08 2.07067e-08 2.82585e-08 4.63996e-08 0 5.84383e-08 4.79027e-08 5.41206e-08 1.84732e-08 4.61711e-08 6.08558e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #507 of 1000; initialization seed = 493577732 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 505057 Distortion: 0.0359205 Distortions/cluster: 5.87855e-06 1.16506e-05 5.13388e-06 6.80909e-06 2.37044e-35 0.0356196 1.33748e-05 7.94814e-06 5.37081e-06 3.14299e-05 4.81569e-35 1.08283e-34 9.31413e-06 8.60257e-06 6.01311e-06 1.1388e-05 1.2446e-05 5.62385e-06 3.74345e-06 5.75835e-06 5.63094e-06 1.26448e-05 6.03119e-06 4.35604e-05 1.15361e-05 9.60429e-06 3.8845e-06 0 1.27749e-35 7.91335e-06 6.5322e-06 1.48186e-05 4.03752e-06 8.01021e-06 4.65747e-06 0 5.61155e-06 5.99331e-06 Variance: 6.10685e-06 Variances/cluster: 2.8955e-08 4.64018e-08 3.13014e-08 5.04219e-08 0 0.035575 3.77697e-08 2.94351e-08 4.36508e-08 3.11154e-07 2.67973e-31 0 7.0556e-08 5.85159e-08 2.55855e-08 5.66523e-08 2.22193e-07 2.72975e-08 2.28239e-08 3.89043e-08 2.99484e-08 4.61453e-08 2.48176e-08 2.7222e-06 3.99137e-08 5.30453e-08 2.50591e-08 0 0 5.10385e-08 3.0239e-08 4.39575e-08 2.13607e-08 4.54978e-08 2.9475e-08 0 2.32818e-08 3.42441e-08 -------------------------------------------------------------- Initialization seed trial #508 of 1000; initialization seed = 493577733 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 506102 Distortion: 0.0359225 Distortions/cluster: 8.79786e-06 7.02042e-06 1.13272e-05 1.01014e-05 3.43775e-06 5.11331e-06 8.9449e-06 1.33073e-05 1.21542e-05 5.72506e-06 4.81569e-35 9.7023e-06 1.11244e-05 6.54604e-06 8.66339e-06 0.0356196 2.37044e-35 1.4324e-05 7.03621e-06 9.00999e-06 7.80696e-06 1.27749e-35 1.31959e-05 1.08283e-34 1.23803e-05 6.16918e-06 7.40217e-06 9.04749e-06 0 0 4.35604e-05 5.68809e-06 0 0 8.14643e-06 5.83568e-06 3.14299e-05 0 Variance: 6.1072e-06 Variances/cluster: 5.14455e-08 2.83056e-08 5.1706e-08 3.17623e-08 3.81942e-08 1.7043e-07 2.66187e-08 3.42061e-08 4.29334e-08 3.79112e-08 2.67973e-31 3.31029e-08 2.85215e-08 5.54701e-08 4.6814e-08 0.035575 0 3.57175e-08 3.55327e-08 5.14692e-08 3.1476e-08 0 4.33936e-08 0 3.17416e-08 3.06899e-08 4.65393e-08 5.87445e-08 0 0 2.7222e-06 6.24876e-08 0 0 4.37945e-08 1.42286e-07 3.11154e-07 0 -------------------------------------------------------------- Initialization seed trial #509 of 1000; initialization seed = 493577734 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 500398 Distortion: 0.039826 Distortions/cluster: 1.28978e-05 3.72172e-06 5.86334e-06 4.43298e-06 7.10421e-06 4.56473e-06 6.7946e-06 3.86346e-06 5.37076e-06 1.30938e-05 1.06874e-05 2.37044e-35 7.61507e-06 5.59827e-06 5.39264e-06 7.5918e-06 8.92782e-06 5.49783e-06 0.00391362 4.9017e-06 6.678e-06 3.23046e-06 3.10001e-05 9.26479e-06 5.502e-06 4.35604e-05 1.35638e-05 4.88458e-06 1.31372e-05 5.88858e-06 7.35375e-06 0.0356196 4.81569e-35 4.6308e-06 4.59087e-06 9.96729e-06 5.70071e-06 0 Variance: 6.77083e-06 Variances/cluster: 5.51145e-08 2.20194e-08 3.00586e-08 4.43152e-08 3.38266e-08 4.07431e-08 3.01956e-08 2.99458e-08 3.97706e-08 3.75149e-08 4.15716e-08 0 2.76887e-08 1.43498e-07 1.7394e-07 3.9528e-08 5.91196e-08 4.07114e-08 0.00391989 4.04966e-08 2.80561e-08 4.08793e-08 3.09968e-07 3.38102e-08 4.62214e-08 2.7222e-06 4.56653e-08 5.955e-08 4.6254e-08 3.27036e-08 2.45923e-08 0.035575 2.67973e-31 2.75611e-08 2.36617e-08 2.97505e-08 3.63066e-08 0 -------------------------------------------------------------- Initialization seed trial #510 of 1000; initialization seed = 493577735 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 600475 Distortion: 0.00418658 Distortions/cluster: 5.2557e-06 6.79676e-06 9.88501e-06 9.49734e-06 6.66686e-06 5.65702e-06 7.13982e-06 5.19376e-06 5.08783e-06 8.91229e-06 2.37044e-35 0 4.91094e-06 4.81569e-35 9.64317e-35 1.26107e-05 8.03323e-06 1.12862e-05 7.83739e-06 1.01485e-05 1.15326e-05 6.73214e-06 5.94163e-06 3.4233e-06 6.51854e-06 1.59192e-05 0.00391362 5.46978e-06 8.72198e-06 1.19109e-05 5.82872e-06 1.19112e-05 8.34843e-06 8.62783e-06 7.501e-06 5.11393e-06 0 2.45348e-05 Variance: 7.11761e-07 Variances/cluster: 2.64079e-08 2.89198e-08 5.22848e-08 4.74714e-08 2.38081e-08 3.0087e-08 2.63439e-08 4.59584e-08 2.53103e-08 5.36724e-08 0 0 3.80662e-08 2.67973e-31 6.86694e-32 4.3471e-08 3.333e-08 4.90548e-08 2.06216e-07 1.0795e-07 3.74313e-08 5.56327e-08 3.16018e-08 3.76158e-08 3.58129e-08 7.5794e-07 0.00391989 2.37789e-08 5.13018e-08 3.45213e-08 3.25595e-08 6.43639e-08 3.33908e-08 5.16469e-08 4.28594e-08 2.59559e-08 0 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #511 of 1000; initialization seed = 493577736 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 716496 Distortion: 0.000313568 Distortions/cluster: 5.48534e-06 9.85163e-06 8.59381e-06 1.2336e-05 6.51149e-06 4.53777e-06 1.0779e-05 1.4145e-05 1.08283e-34 4.81569e-35 9.64317e-35 7.53938e-06 5.62356e-06 1.34949e-05 3.58104e-05 2.37044e-35 0 0 6.32278e-06 1.03484e-05 1.02701e-05 1.44337e-05 1.04817e-05 1.74272e-05 0 0 0 7.51552e-06 0 1.27749e-35 7.80586e-06 4.35604e-05 8.5493e-06 5.56542e-06 1.34213e-05 8.55843e-06 6.45717e-06 8.14202e-06 Variance: 5.33097e-08 Variances/cluster: 4.1542e-08 3.1075e-08 5.84563e-08 3.33377e-08 4.52038e-08 5.33695e-08 3.27598e-08 4.32429e-08 0 2.67973e-31 6.86694e-32 4.8314e-08 2.41327e-08 4.55867e-08 3.16869e-07 0 0 0 3.0105e-08 1.24669e-07 7.60517e-08 4.7165e-08 5.29339e-08 5.76867e-08 0 0 0 4.55339e-08 0 0 3.54781e-08 2.7222e-06 3.04219e-08 2.78238e-08 4.47232e-08 3.31693e-08 2.77108e-08 2.45961e-08 -------------------------------------------------------------- Initialization seed trial #512 of 1000; initialization seed = 493577737 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 718526 Distortion: 0.000294663 Distortions/cluster: 1.19279e-05 5.80664e-06 1.11604e-05 5.86414e-06 8.73883e-06 1.08283e-34 5.03866e-06 3.14299e-05 9.64317e-35 6.09723e-06 8.25699e-06 9.18655e-06 7.36267e-06 5.83568e-06 6.99165e-06 1.21856e-05 5.56074e-06 7.62682e-06 8.26661e-06 9.17068e-06 5.9793e-06 6.18929e-06 5.59967e-06 1.00687e-05 4.35604e-05 9.89451e-06 9.14258e-06 4.81569e-35 2.37044e-35 1.27749e-35 3.55657e-06 0 7.43192e-06 0 5.11331e-06 5.38014e-06 9.55071e-06 6.6881e-06 Variance: 5.00957e-08 Variances/cluster: 4.24344e-08 3.49765e-08 3.05736e-08 3.23952e-08 5.1401e-08 0 2.55746e-08 3.11154e-07 6.86694e-32 2.50887e-08 5.12691e-08 2.64719e-08 2.95664e-08 1.42286e-07 4.48036e-08 4.28929e-08 2.53885e-08 4.30859e-08 5.29753e-08 3.58199e-08 2.71761e-08 3.14151e-08 2.99412e-08 3.03248e-08 2.7222e-06 5.23351e-08 4.73557e-08 2.67973e-31 0 0 3.78328e-08 0 5.89781e-08 0 1.7043e-07 3.84264e-08 3.30366e-08 5.57293e-08 -------------------------------------------------------------- Initialization seed trial #513 of 1000; initialization seed = 493577738 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 94 BIC score: 504996 Distortion: 0.0359113 Distortions/cluster: 1.50809e-05 9.50587e-06 4.81569e-35 6.59861e-06 1.0893e-05 7.13749e-06 1.35354e-05 1.27749e-35 1.57406e-05 5.38945e-06 5.21233e-06 8.31254e-06 3.51001e-06 8.50319e-06 5.77678e-06 8.64916e-06 4.35604e-05 5.35096e-06 3.72872e-06 3.52235e-06 1.08283e-34 3.77183e-06 2.37044e-35 6.35003e-06 7.38274e-06 6.76772e-06 4.6887e-06 4.30095e-06 4.78137e-06 6.75081e-06 5.70737e-06 4.50842e-06 5.11331e-06 5.83568e-06 4.86995e-06 9.52398e-06 3.14299e-05 0.0356196 Variance: 6.10529e-06 Variances/cluster: 4.2348e-08 5.49306e-08 2.67973e-31 5.49836e-08 3.06818e-08 3.94304e-08 3.80084e-08 0 5.01132e-08 2.51821e-08 2.55476e-08 2.58131e-08 3.81492e-08 3.55751e-08 2.83151e-08 5.0861e-08 2.7222e-06 3.16593e-08 2.20608e-08 2.84027e-08 0 3.62644e-08 0 6.04709e-08 4.76152e-08 2.85533e-08 3.04432e-08 4.21636e-08 2.52957e-08 2.66807e-08 4.38991e-08 2.43674e-08 1.7043e-07 1.42286e-07 3.71721e-08 5.11878e-08 3.11154e-07 0.035575 -------------------------------------------------------------- Initialization seed trial #514 of 1000; initialization seed = 493577739 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 79 BIC score: 500729 Distortion: 0.0398317 Distortions/cluster: 3.23815e-06 4.34932e-06 8.8874e-06 6.62504e-06 1.67077e-05 0.00391362 4.81569e-35 7.2239e-06 1.51538e-05 6.61777e-06 9.41763e-06 6.00563e-06 8.72302e-06 7.01667e-06 0.0356196 9.74274e-06 1.46424e-05 6.58685e-06 5.11331e-06 4.68034e-06 4.02949e-06 2.37044e-35 4.25526e-06 6.35394e-06 5.83568e-06 5.54084e-06 8.35865e-06 0 3.14299e-05 4.35604e-05 3.54723e-06 5.79977e-06 9.39591e-06 1.88585e-05 5.62384e-06 0 5.25015e-06 0 Variance: 6.7718e-06 Variances/cluster: 3.72172e-08 3.6241e-08 5.01951e-08 3.02487e-08 5.23586e-08 0.00391989 2.67973e-31 2.88931e-08 4.24337e-08 2.50651e-08 3.0976e-08 6.6723e-08 4.23413e-08 5.61285e-08 0.035575 5.15323e-08 3.87239e-08 2.82673e-08 1.7043e-07 3.11986e-08 2.38406e-08 0 2.4594e-08 2.37067e-08 1.42286e-07 3.84749e-08 3.55656e-08 0 3.11154e-07 2.7222e-06 2.12384e-08 3.03626e-08 5.13398e-08 6.47855e-08 2.52168e-08 0 2.86867e-08 0 -------------------------------------------------------------- Initialization seed trial #515 of 1000; initialization seed = 493577740 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 717913 Distortion: 0.000300505 Distortions/cluster: 1.3697e-05 5.20837e-06 4.35604e-05 0 2.37044e-35 6.12686e-06 1.66985e-05 4.25659e-06 6.10909e-06 5.48117e-06 5.93495e-06 1.27749e-35 1.7297e-05 6.79465e-06 1.08283e-34 8.66732e-06 7.44227e-06 5.66601e-06 9.70721e-06 5.01366e-06 5.79725e-06 3.1695e-05 1.05357e-05 5.86037e-06 6.94185e-06 4.81569e-35 9.64317e-35 7.40868e-06 7.50202e-06 0 3.37919e-06 9.12275e-06 1.13317e-05 6.33793e-06 4.21545e-06 9.00688e-06 1.3709e-05 0 Variance: 5.10889e-08 Variances/cluster: 5.26642e-08 3.82938e-08 2.7222e-06 0 0 2.79739e-08 4.29127e-08 4.43355e-08 1.45406e-07 2.94652e-08 3.20775e-08 0 4.16661e-08 5.5689e-08 0 3.52299e-08 2.8512e-08 2.43149e-08 2.98657e-08 2.53185e-08 3.06706e-08 3.10701e-07 4.92166e-08 3.40688e-08 2.88018e-08 2.67973e-31 6.86694e-32 2.315e-07 2.56019e-08 0 3.75436e-08 4.32323e-08 5.4725e-08 2.37355e-08 3.05439e-08 5.1464e-08 6.11819e-08 0 -------------------------------------------------------------- Initialization seed trial #516 of 1000; initialization seed = 493577741 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 597136 Distortion: 0.00446155 Distortions/cluster: 6.2844e-06 6.25389e-06 9.79623e-06 4.41002e-06 7.60609e-06 1.26299e-05 5.77347e-06 8.03669e-06 5.90803e-06 0 9.5237e-06 6.82417e-06 0.00391362 9.25608e-06 8.4295e-06 5.11331e-06 0.000296857 2.37044e-35 6.1981e-06 5.16805e-06 7.03559e-06 3.64911e-06 7.42584e-06 5.69555e-06 9.64317e-35 5.48837e-06 3.5604e-06 6.71566e-06 6.95978e-06 8.25973e-06 6.90627e-06 3.73264e-05 4.11374e-06 6.02665e-06 7.66644e-06 5.75642e-06 5.40407e-06 5.86512e-06 Variance: 7.58508e-07 Variances/cluster: 1.49579e-07 2.32466e-08 5.23694e-08 3.02021e-08 5.00239e-08 4.67732e-08 3.90068e-08 5.28572e-08 3.1591e-08 0 5.0925e-08 3.26408e-08 0.00391989 4.24556e-08 3.72954e-08 1.7043e-07 1.9788e-05 0 2.5716e-08 2.83866e-08 5.62798e-08 2.0614e-08 2.81258e-08 2.77804e-08 6.86694e-32 2.41758e-08 3.82808e-08 2.64373e-08 3.22184e-08 4.32309e-08 3.48689e-08 3.65906e-07 2.4339e-08 4.3343e-08 4.61685e-08 3.02935e-08 4.12388e-08 3.38991e-08 -------------------------------------------------------------- Initialization seed trial #517 of 1000; initialization seed = 493577742 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 95 BIC score: 504333 Distortion: 0.0361755 Distortions/cluster: 6.79115e-06 4.80238e-06 3.92626e-06 9.07648e-06 1.43799e-05 9.37033e-06 4.39344e-06 1.01e-05 3.79522e-06 7.87749e-06 1.08283e-34 4.0745e-06 9.50199e-06 2.37044e-35 3.69156e-06 5.80242e-06 1.21851e-05 3.65448e-05 3.50416e-06 6.40594e-06 6.64737e-06 6.18263e-06 0.0356196 9.23755e-06 7.66077e-06 4.80033e-06 1.27749e-35 4.41476e-06 7.13813e-06 6.7169e-06 8.5278e-06 8.57126e-06 1.02845e-05 0.000300791 0 6.21862e-06 4.97136e-06 7.6108e-06 Variance: 6.15021e-06 Variances/cluster: 3.15838e-08 2.48806e-08 2.43846e-08 4.70132e-08 4.74431e-08 5.35285e-08 2.52467e-08 4.35201e-08 2.19351e-08 7.57382e-08 0 2.32804e-08 5.13582e-08 0 3.10181e-08 2.74973e-08 4.56334e-08 3.35237e-07 2.89566e-08 2.32079e-08 3.10523e-08 3.09104e-08 0.035575 5.24691e-08 9.94834e-08 2.99995e-08 0 2.70817e-08 1.58576e-07 2.70819e-08 5.84046e-08 3.64702e-08 5.29958e-08 1.87971e-05 0 2.80093e-08 2.79266e-08 3.42717e-08 -------------------------------------------------------------- Initialization seed trial #518 of 1000; initialization seed = 493577743 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 68 BIC score: 718242 Distortion: 0.000298961 Distortions/cluster: 1.50809e-05 6.65976e-06 5.9335e-06 6.9529e-06 4.97836e-06 3.14299e-05 5.27376e-06 6.52562e-06 1.41077e-05 1.27749e-35 6.8556e-06 2.37044e-35 5.8662e-06 4.35604e-05 6.46737e-06 8.64916e-06 7.38274e-06 5.57062e-06 4.35612e-06 1.02914e-05 7.09513e-06 5.19753e-06 1.26805e-05 9.52398e-06 1.35354e-05 7.87534e-06 0 1.57406e-05 4.81569e-35 9.64317e-35 9.50587e-06 5.83568e-06 1.08283e-34 7.65206e-06 5.11331e-06 0 3.26336e-06 0 Variance: 5.08264e-08 Variances/cluster: 4.2348e-08 3.89426e-08 2.45157e-08 2.87285e-08 4.40525e-08 3.11154e-07 2.30275e-08 5.48323e-08 3.46598e-08 0 2.731e-08 0 3.71236e-08 2.7222e-06 3.12406e-08 5.0861e-08 4.76152e-08 2.49781e-08 4.22898e-08 3.13733e-08 3.3945e-08 3.79351e-08 3.35433e-08 5.11878e-08 3.80084e-08 4.21101e-08 0 5.01132e-08 2.67973e-31 6.86694e-32 5.49306e-08 1.42286e-07 0 3.92378e-08 1.7043e-07 0 3.75069e-08 0 -------------------------------------------------------------- Initialization seed trial #519 of 1000; initialization seed = 493577744 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 717004 Distortion: 0.000309937 Distortions/cluster: 6.11354e-06 1.57759e-05 6.4011e-06 5.92448e-06 1.08283e-34 6.97391e-06 1.74405e-05 7.76339e-06 1.27749e-35 1.05214e-05 2.37044e-35 0 1.59795e-05 8.07174e-06 6.26844e-06 0 7.27044e-06 8.19962e-06 8.46787e-06 9.64317e-35 0 6.45514e-06 4.35604e-05 9.73286e-06 1.10739e-05 0 6.07221e-06 6.09875e-06 4.81569e-35 6.94301e-06 8.53129e-06 1.39221e-05 0 3.14299e-05 1.14431e-05 1.03165e-05 1.31855e-05 0 Variance: 5.26924e-08 Variances/cluster: 5.45818e-08 4.00275e-08 2.38826e-08 2.40811e-08 0 3.32062e-08 6.34001e-08 3.1428e-08 0 4.38356e-08 0 0 4.41277e-08 5.80651e-08 4.20664e-08 0 3.00396e-08 2.97063e-08 6.56371e-08 6.86694e-32 0 3.41509e-08 2.7222e-06 2.88784e-08 1.97697e-07 0 4.56518e-08 2.56228e-08 2.67973e-31 3.14131e-08 2.64916e-08 4.59431e-08 0 3.11154e-07 5.49975e-08 4.86472e-08 5.03104e-08 0 -------------------------------------------------------------- Initialization seed trial #520 of 1000; initialization seed = 493577745 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 688545 Distortion: 0.00057916 Distortions/cluster: 3.84766e-06 1.32774e-05 1.09294e-05 6.08796e-06 0 1.27749e-35 1.14765e-05 4.1055e-06 1.12313e-05 9.73184e-06 5.80164e-06 1.08283e-34 8.14393e-06 4.18794e-06 6.32766e-06 4.43191e-06 2.33027e-05 6.41927e-06 4.35878e-06 5.42802e-06 7.18037e-06 9.64317e-35 5.82347e-06 2.37044e-35 1.83208e-05 5.97869e-06 9.69938e-06 1.90494e-05 3.22914e-06 6.07221e-06 0 9.19515e-06 0 8.10683e-06 0 4.69784e-06 4.67043e-05 0.000296013 Variance: 9.84632e-08 Variances/cluster: 3.07786e-08 5.95214e-08 4.42449e-08 2.65824e-08 0 0 5.46325e-08 2.29334e-08 5.01238e-08 8.04218e-08 3.37274e-08 0 2.9398e-08 2.25132e-08 2.87596e-08 2.56157e-08 5.86777e-08 2.94436e-08 2.53387e-08 2.7551e-08 2.8491e-08 6.86694e-32 3.48675e-08 0 7.01727e-08 5.43484e-08 5.73876e-08 4.39797e-08 2.73624e-08 4.56518e-08 0 5.02421e-08 0 5.7901e-08 0 2.11596e-08 2.74699e-06 2.69072e-06 -------------------------------------------------------------- Initialization seed trial #521 of 1000; initialization seed = 493577746 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 721721 Distortion: 0.000275179 Distortions/cluster: 4.85585e-06 4.10024e-06 6.74175e-06 8.83831e-06 1.0873e-05 1.54631e-05 2.37044e-35 5.73425e-06 9.44447e-06 8.89282e-06 1.59192e-05 3.3545e-06 4.81569e-35 6.10229e-06 5.5593e-06 6.80055e-06 5.91273e-06 0 4.90296e-06 9.64317e-35 1.37778e-05 0 1.04624e-05 7.38274e-06 2.45348e-05 8.64699e-06 1.14088e-05 3.7029e-06 7.21462e-06 1.27749e-35 8.89042e-06 7.5194e-06 6.19153e-06 5.28056e-06 9.52057e-06 1.08283e-34 1.14883e-05 1.56616e-05 Variance: 4.67832e-08 Variances/cluster: 2.99708e-08 2.51523e-08 3.10652e-08 3.13388e-08 3.1063e-08 4.95452e-08 0 2.86684e-08 5.07604e-08 5.32344e-08 7.5794e-07 3.85541e-08 2.67973e-31 3.42792e-08 4.51937e-08 1.54509e-07 5.37488e-08 0 3.45249e-08 6.86694e-32 3.82593e-08 0 4.28749e-08 4.76152e-08 2.72576e-06 6.50097e-08 4.22508e-08 2.10367e-08 2.98099e-08 0 5.16718e-08 2.8055e-08 2.87945e-08 5.73926e-08 2.74344e-08 0 1.17216e-07 4.37331e-08 -------------------------------------------------------------- Initialization seed trial #522 of 1000; initialization seed = 493577747 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 504661 Distortion: 0.0361581 Distortions/cluster: 5.35339e-06 8.24023e-06 5.98301e-06 6.33369e-06 9.54256e-06 4.09547e-06 2.45348e-05 7.96166e-06 8.8575e-06 6.97368e-06 1.59795e-05 1.04772e-05 1.36219e-05 6.1731e-06 0.000274225 3.93373e-06 1.08283e-34 5.13404e-06 3.42975e-06 1.55789e-05 1.59192e-05 4.52604e-06 7.61128e-06 1.27749e-35 3.47471e-06 4.04227e-06 2.37044e-35 8.17013e-06 0.0356196 3.61105e-06 5.96061e-06 1.1505e-05 0 6.71236e-06 1.30899e-05 3.78712e-06 6.47459e-06 7.18861e-06 Variance: 6.14724e-06 Variances/cluster: 2.66311e-08 1.75271e-07 3.26909e-08 5.91753e-08 4.746e-08 2.16672e-08 2.72576e-06 5.72732e-08 6.60954e-08 4.58644e-08 4.41277e-08 4.34702e-08 5.72168e-08 5.51136e-08 2.98042e-06 2.23483e-08 0 3.18856e-08 2.41503e-08 3.96281e-08 7.5794e-07 2.74281e-08 3.23856e-08 0 2.84778e-08 2.5262e-08 0 2.88672e-08 0.035575 2.42331e-08 4.51523e-08 3.38354e-08 0 4.93512e-08 5.07201e-08 2.18883e-08 3.30305e-08 3.08497e-08 -------------------------------------------------------------- Initialization seed trial #523 of 1000; initialization seed = 493577748 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 491074 Distortion: 0.0488427 Distortions/cluster: 1.37049e-05 7.38274e-06 3.3838e-06 3.22551e-06 7.15946e-06 3.91938e-06 4.40616e-06 1.57495e-05 9.44447e-06 3.67717e-06 5.83568e-06 6.03252e-06 8.85791e-06 3.19956e-06 9.21002e-06 3.15341e-06 2.88812e-06 0.0446389 3.77933e-06 6.69122e-06 5.69521e-06 5.51404e-06 5.80012e-06 1.51538e-05 4.15032e-06 5.96924e-06 8.89042e-06 0.00391362 9.09541e-06 5.45735e-06 4.35604e-05 6.39612e-06 4.56293e-06 2.89936e-06 3.14299e-05 8.80078e-06 5.11331e-06 4.81569e-35 Variance: 8.30376e-06 Variances/cluster: 3.81628e-08 4.76152e-08 3.19199e-08 4.13498e-08 5.96567e-08 4.08234e-08 2.9371e-08 5.01417e-08 5.07604e-08 2.13764e-08 1.42286e-07 2.75431e-08 2.96225e-08 3.63557e-08 2.93287e-08 3.46498e-08 3.60985e-08 0.0422886 2.27651e-08 3.67617e-08 2.16529e-08 3.0631e-08 5.4202e-08 4.24337e-08 2.49994e-08 3.29762e-08 5.16718e-08 0.00391989 5.44471e-08 3.22887e-08 2.7222e-06 3.06008e-08 2.43978e-08 3.81471e-08 3.11154e-07 3.12057e-08 1.7043e-07 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #524 of 1000; initialization seed = 493577749 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 718740 Distortion: 0.000293705 Distortions/cluster: 7.16783e-06 4.35604e-05 4.65323e-06 6.85094e-06 7.59245e-06 1.08283e-34 8.3774e-06 0 7.26154e-06 1.02439e-05 3.14299e-05 1.12915e-05 5.25941e-06 6.59577e-06 5.83568e-06 1.48521e-05 1.00731e-05 5.83433e-06 4.81569e-35 5.11331e-06 2.37044e-35 6.8602e-06 1.04219e-05 7.99851e-06 7.37381e-06 9.64317e-35 7.41755e-06 5.62558e-06 4.66894e-06 1.27749e-35 7.37295e-06 7.92634e-06 7.1209e-06 5.69677e-06 0 6.13988e-06 1.10631e-05 6.02621e-06 Variance: 4.99329e-08 Variances/cluster: 3.36488e-08 2.7222e-06 5.96387e-08 2.78469e-08 2.56479e-08 0 3.62627e-08 0 2.8363e-08 4.35874e-08 3.11154e-07 4.62619e-08 4.27454e-08 3.02532e-08 1.42286e-07 4.26644e-08 2.77464e-08 2.55869e-08 2.67973e-31 1.7043e-07 0 4.36813e-08 3.22626e-08 4.54418e-08 4.78665e-08 6.86694e-32 4.03091e-08 4.35961e-08 4.32282e-08 0 4.60659e-08 5.74323e-08 2.48093e-08 3.84885e-08 0 2.99471e-08 3.51096e-08 4.56492e-08 -------------------------------------------------------------- Initialization seed trial #525 of 1000; initialization seed = 493577750 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 601107 Distortion: 0.00421357 Distortions/cluster: 1.03001e-05 5.97987e-06 4.80013e-06 9.44325e-06 3.72774e-06 9.64317e-35 5.11331e-06 9.46759e-06 1.06719e-05 8.9261e-06 6.58489e-06 1.35209e-05 5.83568e-06 4.35604e-05 2.37044e-35 1.07712e-05 1.27433e-05 9.31235e-06 0 0.00391362 1.29039e-05 1.4349e-05 6.98831e-06 6.43941e-06 6.43662e-06 3.14299e-05 4.60706e-06 8.4821e-06 7.1435e-06 3.11981e-06 0 0 4.81569e-35 1.25185e-05 0 0 1.07716e-05 3.99542e-06 Variance: 7.16349e-07 Variances/cluster: 5.30762e-08 3.60203e-08 3.83977e-08 5.45688e-08 4.38521e-08 6.86694e-32 1.7043e-07 4.73227e-08 2.83043e-08 3.41966e-08 2.63373e-08 3.79678e-08 1.42286e-07 2.7222e-06 0 3.28356e-08 3.45316e-08 5.25951e-08 0 0.00391989 4.74258e-08 4.24386e-08 3.62054e-08 5.50329e-08 2.61628e-08 3.11154e-07 3.6561e-08 5.57982e-08 3.10551e-08 3.75851e-08 0 0 2.67973e-31 3.19321e-08 0 0 2.7831e-08 3.99517e-08 -------------------------------------------------------------- Initialization seed trial #526 of 1000; initialization seed = 493577751 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 24 BIC score: 719765 Distortion: 0.000292062 Distortions/cluster: 1.14642e-05 7.02968e-06 6.95453e-06 2.13968e-05 1.36777e-05 5.64062e-06 3.68152e-06 1.59192e-05 4.81569e-35 2.45348e-05 9.56711e-06 1.53545e-05 6.84612e-06 2.37044e-35 0 6.9163e-06 9.77011e-06 7.52408e-06 1.08283e-34 5.86658e-06 1.04816e-05 6.36319e-06 9.58815e-06 1.85751e-05 1.00559e-05 6.02767e-06 1.12547e-05 1.14431e-05 1.85389e-05 9.64317e-35 0 1.27749e-35 0 0 0 1.1661e-05 0 5.92846e-06 Variance: 4.96535e-08 Variances/cluster: 3.33228e-08 3.37936e-08 3.32724e-08 5.67366e-08 1.31501e-07 2.35005e-08 3.87498e-08 7.5794e-07 2.67973e-31 2.72576e-06 3.0859e-08 3.97655e-08 4.14879e-08 0 0 5.57718e-08 4.32271e-08 2.81776e-08 0 2.41402e-08 4.87359e-08 2.95928e-08 5.15453e-08 6.47015e-08 1.01566e-07 3.20584e-08 3.20617e-08 5.49975e-08 6.78868e-08 6.86694e-32 0 0 0 0 0 4.07692e-08 0 2.36167e-08 -------------------------------------------------------------- Initialization seed trial #527 of 1000; initialization seed = 493577752 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 30 BIC score: 689015 Distortion: 0.000571955 Distortions/cluster: 1.15067e-05 5.93112e-06 7.0173e-06 8.90291e-06 1.84269e-05 9.64461e-06 1.27749e-35 3.12782e-06 9.64317e-35 7.48469e-06 6.15929e-06 2.37044e-35 7.21661e-06 1.30244e-05 1.353e-05 9.25346e-06 3.71195e-06 1.22845e-05 4.03366e-06 5.90264e-06 0 3.49851e-06 4.29289e-06 4.35604e-05 8.92782e-06 3.6184e-06 0.000297207 0 3.11369e-06 1.33626e-05 1.08283e-34 1.29655e-05 8.28221e-06 1.21597e-05 3.48992e-06 0 2.3313e-06 7.98605e-06 Variance: 9.72381e-08 Variances/cluster: 2.50105e-07 3.36966e-08 4.61514e-08 5.02828e-08 5.90411e-08 2.98569e-08 0 2.09896e-08 6.86694e-32 4.73562e-08 2.71309e-08 0 3.31008e-08 4.50527e-08 3.7685e-08 3.60025e-08 2.03935e-08 5.50833e-08 2.63607e-08 3.35343e-08 0 2.96449e-08 2.37155e-08 2.7222e-06 5.91196e-08 3.61808e-08 2.94231e-06 0 2.07555e-08 4.63941e-08 0 3.88062e-08 5.44719e-08 4.05286e-08 2.26598e-08 0 2.26318e-08 5.02105e-08 -------------------------------------------------------------- Initialization seed trial #528 of 1000; initialization seed = 493577753 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 78 BIC score: 722344 Distortion: 0.000271586 Distortions/cluster: 7.59771e-06 9.26193e-06 1.59192e-05 4.81569e-35 1.00681e-05 8.90119e-06 8.94284e-06 6.63725e-06 2.45348e-05 7.51919e-06 1.17037e-05 1.21856e-05 2.85499e-06 9.63329e-06 1.27749e-35 9.57282e-06 1.08283e-34 7.49754e-06 3.56372e-06 0 7.10462e-06 8.95767e-06 6.13026e-06 1.07133e-05 7.1075e-06 9.64317e-35 2.37044e-35 7.09789e-06 9.7681e-06 6.33673e-06 1.06225e-05 9.15696e-06 3.03758e-06 6.77442e-06 7.91923e-06 0 7.69862e-06 6.76628e-06 Variance: 4.61723e-08 Variances/cluster: 2.56657e-08 3.03644e-08 7.5794e-07 2.67973e-31 5.21496e-08 9.27136e-08 4.70524e-08 4.48329e-08 2.72576e-06 3.22684e-08 4.19354e-08 4.28929e-08 1.0977e-07 3.66253e-08 0 4.39085e-08 0 4.16492e-08 3.83166e-08 0 3.33521e-08 2.74743e-08 3.54314e-08 1.11586e-07 2.93664e-08 6.86694e-32 0 5.63275e-08 3.35564e-08 2.73109e-08 3.13322e-08 5.0587e-08 1.21463e-07 3.58401e-08 4.94793e-08 0 2.56598e-08 4.33594e-08 -------------------------------------------------------------- Initialization seed trial #529 of 1000; initialization seed = 493577754 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 717335 Distortion: 0.000303322 Distortions/cluster: 9.01092e-06 5.10862e-06 7.81986e-06 7.09304e-06 9.10682e-06 4.05749e-06 2.1116e-05 3.28529e-05 5.96633e-06 1.04481e-05 1.27749e-35 6.23395e-06 5.16646e-06 8.89048e-06 9.64317e-35 7.92917e-06 6.23307e-06 3.5604e-06 8.54214e-06 4.35604e-05 1.44342e-05 5.0664e-06 1.02825e-05 6.58234e-06 9.85554e-06 2.37044e-35 0 5.80388e-06 1.08283e-34 4.81569e-35 8.38223e-06 9.11814e-06 5.10866e-06 9.6048e-06 0 4.89178e-06 1.14952e-05 0 Variance: 5.15678e-08 Variances/cluster: 5.14744e-08 2.42087e-08 5.24665e-08 5.62891e-08 3.44926e-08 3.05039e-08 5.65925e-08 3.12848e-07 3.89925e-08 4.06503e-08 0 2.746e-08 2.31652e-08 3.38011e-08 6.86694e-32 4.50376e-08 3.35082e-08 3.82808e-08 5.27127e-08 2.7222e-06 3.91044e-08 2.65233e-08 4.82592e-08 3.63626e-08 2.18977e-07 0 0 2.36872e-08 0 2.67973e-31 3.05891e-08 4.22102e-08 2.51636e-08 5.10855e-08 0 4.25232e-08 3.26541e-08 0 -------------------------------------------------------------- Initialization seed trial #530 of 1000; initialization seed = 493577755 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 505151 Distortion: 0.0359204 Distortions/cluster: 1.53139e-05 6.46397e-06 4.9418e-06 7.3531e-06 3.26445e-06 1.19308e-05 4.35604e-05 6.31724e-06 9.03951e-06 8.70726e-06 4.33052e-06 3.35567e-05 8.06919e-06 7.45504e-06 1.27749e-35 0.0356196 5.03377e-06 1.08283e-34 2.37044e-35 1.39891e-05 9.95544e-06 1.04076e-05 0 9.68259e-06 1.46466e-05 4.20423e-06 5.61963e-06 8.5166e-06 3.92545e-06 5.73465e-06 3.86555e-06 5.90073e-06 9.40728e-06 4.81569e-35 9.19656e-06 5.0104e-06 0 5.43326e-06 Variance: 6.10683e-06 Variances/cluster: 4.27622e-08 1.50277e-07 2.79173e-08 3.99589e-08 2.91436e-08 4.84837e-08 2.7222e-06 2.88433e-08 5.37904e-08 5.18121e-08 2.3792e-08 3.13581e-07 4.4577e-08 2.5099e-08 0 0.035575 2.51659e-08 0 0 4.67826e-08 5.23802e-08 5.28265e-08 0 4.76822e-08 3.88377e-08 3.18474e-08 2.80957e-08 5.83279e-08 3.2173e-08 2.42967e-08 2.47767e-08 3.10537e-08 1.20597e-07 2.67973e-31 3.07551e-08 2.39711e-08 0 2.84431e-08 -------------------------------------------------------------- Initialization seed trial #531 of 1000; initialization seed = 493577756 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 717927 Distortion: 0.00030493 Distortions/cluster: 5.43506e-06 7.95902e-06 1.17578e-05 3.14299e-05 4.35604e-05 7.94783e-06 4.81569e-35 7.60724e-06 8.80631e-06 1.17538e-05 9.64317e-35 8.76328e-06 1.10657e-05 1.29078e-05 2.37044e-35 0 0 7.3925e-06 0 1.21295e-05 1.27749e-35 5.11331e-06 5.83568e-06 8.38138e-06 0 1.08283e-34 1.04338e-05 1.48818e-05 7.0476e-06 1.35973e-05 1.17114e-05 8.06043e-06 6.31009e-06 8.08804e-06 0 8.45337e-06 8.49986e-06 0 Variance: 5.18412e-08 Variances/cluster: 4.11714e-08 2.80223e-08 3.33054e-08 3.11154e-07 2.7222e-06 4.9658e-08 2.67973e-31 5.20888e-08 5.90977e-08 4.64428e-08 6.86694e-32 4.9216e-08 3.51178e-08 5.40034e-08 0 0 0 4.76782e-08 0 2.87394e-08 0 1.7043e-07 1.42286e-07 3.56623e-08 0 0 3.30151e-08 4.26272e-08 4.60477e-08 4.65619e-08 3.71759e-08 2.80827e-08 3.5052e-08 3.39804e-08 0 2.53072e-08 3.97158e-08 0 -------------------------------------------------------------- Initialization seed trial #532 of 1000; initialization seed = 493577757 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 717632 Distortion: 0.000300138 Distortions/cluster: 5.78213e-06 8.64012e-06 7.05157e-06 3.29029e-06 9.64317e-35 4.81569e-35 1.65801e-05 1.15529e-05 7.55837e-06 7.28614e-06 6.41856e-06 5.56575e-06 0 1.07374e-05 8.79179e-06 4.35604e-05 6.80317e-06 5.15995e-06 6.72404e-06 9.74706e-06 3.56355e-06 4.66543e-06 2.37044e-35 6.77332e-06 1.02736e-05 0 6.79721e-06 7.64504e-06 8.64819e-06 6.56608e-06 1.08283e-34 5.59689e-06 3.82249e-06 1.27749e-35 1.1564e-05 5.39657e-06 1.50042e-05 3.25722e-05 Variance: 5.10266e-08 Variances/cluster: 2.47078e-08 5.17205e-08 2.61147e-08 3.73867e-08 6.86694e-32 2.67973e-31 4.57862e-08 3.33869e-08 3.95693e-08 5.05941e-08 5.99828e-08 2.3581e-08 0 1.98794e-07 5.26296e-08 2.7222e-06 3.23932e-08 3.03491e-08 5.51103e-08 4.77643e-08 2.67907e-08 2.4552e-08 0 3.35282e-08 5.26681e-08 0 2.76286e-08 5.70473e-08 3.36476e-08 2.35323e-08 0 4.40662e-08 2.49814e-08 0 4.83694e-08 3.48132e-08 3.93684e-08 3.13158e-07 -------------------------------------------------------------- Initialization seed trial #533 of 1000; initialization seed = 493577758 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 717661 Distortion: 0.000301882 Distortions/cluster: 6.25866e-06 5.43554e-06 9.10858e-06 5.31269e-06 2.37044e-35 4.86533e-06 5.33167e-06 1.64458e-05 5.49257e-06 0 1.27749e-35 6.93222e-06 5.96694e-06 3.19258e-06 6.06497e-06 3.171e-06 5.11331e-06 4.35604e-05 5.9513e-06 4.81569e-35 9.64317e-35 0 3.77146e-06 3.1695e-05 1.43989e-05 6.26469e-06 5.78753e-06 8.59807e-06 2.20828e-05 1.08283e-34 6.78138e-06 1.91582e-05 6.06075e-06 5.41496e-06 4.28811e-06 4.85366e-06 1.64738e-05 8.04964e-06 Variance: 5.13231e-08 Variances/cluster: 6.45164e-08 3.21598e-08 2.68658e-08 3.79447e-08 0 2.96641e-08 2.27829e-08 4.07953e-08 2.92133e-08 0 0 3.04009e-08 2.788e-08 5.3205e-08 2.36892e-08 3.60313e-08 1.7043e-07 2.7222e-06 4.10399e-08 2.67973e-31 6.86694e-32 0 4.1441e-08 3.10701e-07 5.80413e-08 2.5464e-08 1.41112e-07 5.08723e-08 5.70433e-08 0 2.84908e-08 6.49228e-08 3.09195e-08 2.38524e-08 2.78423e-08 3.25719e-08 4.35671e-08 4.21413e-08 -------------------------------------------------------------- Initialization seed trial #534 of 1000; initialization seed = 493577759 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 693637 Distortion: 0.000518521 Distortions/cluster: 6.51898e-06 6.2844e-06 9.85484e-06 4.23231e-06 5.21799e-06 1.41541e-05 1.11411e-05 1.27749e-35 5.22467e-06 9.381e-06 0 1.7479e-05 8.63953e-06 1.36253e-05 4.01832e-06 1.69648e-05 9.0641e-06 7.63362e-06 7.09608e-06 6.45786e-06 1.04492e-05 7.92098e-06 2.37044e-35 6.66021e-06 0.000272566 6.85801e-06 4.68838e-06 6.45389e-06 9.64317e-35 6.71258e-06 3.46171e-06 0 4.56695e-06 4.10666e-06 5.25522e-06 6.41016e-06 1.08283e-34 9.42326e-06 Variance: 8.81539e-08 Variances/cluster: 2.36174e-08 1.49579e-07 8.95767e-07 2.98015e-08 2.4727e-08 5.44217e-08 5.45956e-08 0 4.01865e-08 5.12584e-08 0 4.20033e-08 3.58456e-08 6.1081e-08 3.37644e-08 4.29346e-08 3.88982e-08 2.84812e-08 2.90798e-08 4.0355e-07 4.90413e-08 4.1686e-08 0 5.54969e-08 3.13264e-06 2.62736e-08 2.28675e-08 2.92006e-08 6.86694e-32 3.25825e-08 3.80377e-08 0 1.69132e-07 3.11075e-08 1.75159e-06 2.99514e-08 0 3.15128e-08 -------------------------------------------------------------- Initialization seed trial #535 of 1000; initialization seed = 493577760 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 600667 Distortion: 0.00421657 Distortions/cluster: 6.82267e-06 2.37044e-35 5.25731e-06 6.68393e-06 7.46958e-06 9.03564e-06 5.99308e-06 6.6881e-06 6.16528e-06 0 5.74654e-06 1.17221e-05 4.35604e-05 0.00391362 3.28529e-05 4.81569e-35 1.06054e-05 8.76194e-06 1.28682e-05 1.07946e-05 3.42356e-06 8.95053e-06 7.5041e-06 1.25262e-05 6.77133e-06 1.43759e-05 8.22395e-06 1.33351e-05 9.64317e-35 8.49748e-06 7.53539e-06 5.87018e-06 3.68775e-06 6.18634e-06 0 5.03529e-06 0 0 Variance: 7.1686e-07 Variances/cluster: 4.34425e-08 0 4.20448e-08 3.12306e-08 4.44473e-08 4.32292e-08 2.38741e-08 5.57293e-08 3.09778e-08 0 3.90889e-08 6.13523e-08 2.7222e-06 0.00391989 3.12848e-07 2.67973e-31 3.14671e-08 2.08587e-07 3.38608e-08 4.28317e-08 3.76186e-08 5.14359e-08 4.77815e-08 3.9378e-08 5.1674e-08 3.47214e-08 3.28929e-08 4.51888e-08 6.86694e-32 2.42764e-08 2.93181e-08 4.44667e-08 5.05019e-08 2.93157e-08 0 4.26579e-08 0 0 -------------------------------------------------------------- Initialization seed trial #536 of 1000; initialization seed = 493577761 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 505766 Distortion: 0.0358935 Distortions/cluster: 9.84797e-06 5.5155e-06 3.27696e-06 5.5112e-06 0.0356196 1.0443e-05 1.03027e-05 1.08283e-34 1.59192e-05 7.05346e-06 4.56695e-06 8.17401e-06 1.25263e-05 5.47684e-06 2.37044e-35 9.61209e-06 1.25564e-05 7.05307e-06 7.7631e-06 2.45348e-05 4.81569e-35 5.61112e-06 9.10774e-06 1.52198e-05 1.27749e-35 7.51481e-06 1.16636e-05 5.72712e-06 8.66831e-06 1.00972e-05 0 0 0 8.12736e-06 9.22924e-06 6.91962e-06 5.48944e-06 1.04216e-05 Variance: 6.10226e-06 Variances/cluster: 2.75829e-08 1.37842e-07 3.72353e-08 3.85368e-08 0.035575 3.65109e-08 3.55151e-08 0 7.5794e-07 5.5975e-08 1.69132e-07 2.57016e-08 4.34797e-08 4.41536e-08 0 5.13976e-08 3.20288e-08 3.07958e-08 3.33151e-08 2.72576e-06 2.67973e-31 3.3191e-08 4.23582e-08 5.99017e-08 0 2.84627e-08 4.89913e-08 3.38844e-08 9.63048e-08 3.13547e-08 0 0 0 4.51374e-08 5.55804e-08 3.17385e-08 4.90084e-08 3.16739e-08 -------------------------------------------------------------- Initialization seed trial #537 of 1000; initialization seed = 493577762 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 718450 Distortion: 0.000293825 Distortions/cluster: 0 4.32991e-06 5.11331e-06 9.45221e-06 8.64916e-06 3.27696e-06 1.57406e-05 5.07451e-06 8.31934e-06 4.77958e-06 4.81569e-35 5.5234e-06 1.35354e-05 9.52398e-06 6.92153e-06 6.47242e-06 5.03505e-06 5.7969e-06 1.27749e-35 3.14299e-05 6.38919e-06 4.64387e-06 9.64317e-35 7.70458e-06 7.38274e-06 2.37044e-35 6.39944e-06 4.35604e-05 6.10743e-06 5.90794e-06 1.08283e-34 9.50587e-06 5.44078e-06 5.94373e-06 5.83568e-06 1.50809e-05 6.57239e-06 8.3761e-06 Variance: 4.99533e-08 Variances/cluster: 0 4.60587e-08 1.7043e-07 5.10891e-08 5.0861e-08 3.72353e-08 5.01132e-08 4.02707e-08 4.22267e-08 2.68489e-08 2.67973e-31 2.53345e-08 3.80084e-08 5.11878e-08 5.5814e-08 2.71927e-08 2.30939e-08 3.03476e-08 0 3.11154e-07 2.6843e-08 2.63825e-08 6.86694e-32 2.66571e-08 4.76152e-08 0 4.9222e-08 2.7222e-06 3.09993e-08 2.86768e-08 0 5.49306e-08 3.00566e-08 2.88497e-08 1.42286e-07 4.2348e-08 2.38109e-08 3.67341e-08 -------------------------------------------------------------- Initialization seed trial #538 of 1000; initialization seed = 493577763 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 718181 Distortion: 0.000305705 Distortions/cluster: 5.74613e-06 4.33037e-06 3.14485e-05 9.64317e-35 5.69845e-06 7.54862e-06 5.56623e-06 2.90844e-06 1.58539e-05 4.81569e-35 2.67002e-05 0 4.35604e-05 9.53705e-06 1.52669e-05 5.71392e-06 6.796e-06 2.37044e-35 1.27749e-35 1.39138e-05 7.12423e-06 7.46054e-06 4.39169e-06 5.36699e-06 5.30788e-06 1.48961e-05 0 7.47442e-06 4.24855e-06 1.08283e-34 1.90504e-06 1.36489e-05 1.11813e-05 4.23463e-06 0 0 5.6899e-06 1.21856e-05 Variance: 5.19729e-08 Variances/cluster: 4.45292e-08 4.24509e-08 3.11338e-07 6.86694e-32 1.72665e-07 3.77388e-08 4.38249e-08 3.5466e-08 3.61926e-08 2.67973e-31 4.10737e-08 0 2.7222e-06 3.29894e-08 3.37734e-08 1.428e-07 4.32727e-08 0 0 3.00479e-08 3.85062e-08 5.10834e-08 4.22251e-08 3.80606e-08 4.08164e-08 4.82028e-08 0 2.80969e-08 4.6166e-08 0 5.01283e-08 3.17389e-08 4.18642e-08 4.03165e-08 0 0 5.21851e-08 4.28929e-08 -------------------------------------------------------------- Initialization seed trial #539 of 1000; initialization seed = 493577764 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 718057 Distortion: 0.000299086 Distortions/cluster: 9.93419e-06 7.98676e-06 4.51084e-06 5.50194e-06 6.28247e-06 8.38591e-06 1.51538e-05 6.8209e-06 7.28022e-06 3.14299e-05 9.64317e-35 3.49763e-06 8.97644e-06 5.83568e-06 8.76569e-06 7.22259e-06 1.27749e-35 2.37044e-35 9.1514e-06 4.24919e-06 5.82899e-06 6.32172e-06 1.12046e-05 9.68259e-06 1.08283e-34 8.81187e-06 1.47734e-05 0 4.39328e-06 1.18145e-05 1.01079e-05 4.27515e-06 4.81569e-35 1.03566e-05 6.96945e-06 0 0 4.35604e-05 Variance: 5.08477e-08 Variances/cluster: 4.41483e-08 2.55963e-08 2.98705e-08 2.68364e-08 2.60661e-08 5.86378e-08 4.24337e-08 2.20009e-07 4.28209e-08 3.11154e-07 6.86694e-32 2.89026e-08 5.3735e-08 1.42286e-07 5.18512e-08 2.90038e-08 0 0 3.42719e-08 2.59066e-08 3.4285e-08 4.61405e-08 3.30489e-08 4.76822e-08 0 5.00636e-08 3.9174e-08 0 2.32425e-08 4.82068e-08 5.26284e-08 2.26171e-08 2.67973e-31 3.22604e-08 3.22632e-08 0 0 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #540 of 1000; initialization seed = 493577765 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 61 BIC score: 717593 Distortion: 0.000303108 Distortions/cluster: 1.08283e-34 6.34004e-06 7.75558e-06 8.80064e-06 9.72389e-06 6.19585e-06 0 1.20107e-05 4.81569e-35 8.59381e-06 5.64219e-06 3.35567e-05 4.93897e-06 1.51638e-05 1.27749e-35 5.57727e-06 6.93922e-06 2.37044e-35 4.35604e-05 7.7137e-06 7.00191e-06 6.34795e-06 8.67116e-06 7.63501e-06 1.30335e-05 5.19457e-06 0 5.62339e-06 7.38518e-06 6.45368e-06 0 8.93412e-06 1.03922e-05 1.10631e-05 1.17051e-05 0 1.11545e-05 9.64317e-35 Variance: 5.15315e-08 Variances/cluster: 0 2.60884e-08 2.46187e-08 1.9126e-07 8.9203e-08 3.20996e-08 0 4.15557e-08 2.67973e-31 5.84563e-08 3.06605e-08 3.13581e-07 4.79364e-08 4.34349e-08 0 2.4459e-08 3.46927e-08 0 2.7222e-06 2.83567e-08 5.14692e-08 4.43767e-08 3.21126e-08 4.89267e-08 4.62145e-08 4.25645e-08 0 2.56746e-08 3.45072e-08 4.48026e-08 0 3.03856e-08 5.24817e-08 3.51096e-08 3.3536e-08 0 4.60781e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #541 of 1000; initialization seed = 493577766 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 75 BIC score: 721557 Distortion: 0.000276478 Distortions/cluster: 1.59192e-05 8.72366e-06 1.01882e-05 6.90852e-06 9.99434e-06 1.0481e-05 1.07336e-05 6.54805e-06 3.75784e-06 9.64317e-35 3.87713e-06 6.24776e-06 4.21688e-06 0 1.16712e-05 1.30191e-05 8.19628e-06 5.81382e-06 7.82384e-06 1.58946e-05 8.70726e-06 4.81569e-35 6.37325e-06 1.08283e-34 2.37044e-35 2.45348e-05 9.65698e-06 1.44401e-05 4.36941e-06 6.45271e-06 9.67269e-06 7.13813e-06 7.71814e-06 8.80519e-06 8.59381e-06 0 0 1.27749e-35 Variance: 4.7004e-08 Variances/cluster: 7.5794e-07 2.92715e-08 5.27716e-08 2.48486e-08 3.16245e-08 5.2401e-08 1.11797e-07 2.96266e-08 3.00593e-08 6.86694e-32 2.53377e-08 3.50965e-08 2.24276e-08 0 4.74289e-08 4.61633e-08 3.57885e-08 2.34408e-08 4.52204e-08 4.41372e-08 5.18121e-08 2.67973e-31 3.18635e-08 0 0 2.72576e-06 4.7556e-08 3.87009e-08 2.37443e-08 2.91952e-08 8.48416e-08 1.58576e-07 3.11188e-08 5.27098e-08 5.84563e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #542 of 1000; initialization seed = 493577767 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 690411 Distortion: 0.000554723 Distortions/cluster: 3.10385e-06 1.25564e-05 5.49752e-06 5.87408e-06 1.08283e-34 6.0546e-06 9.64317e-35 8.01169e-06 1.02503e-05 8.06172e-06 6.66957e-06 1.04647e-05 2.37044e-35 8.76534e-06 0.000296857 5.7841e-06 8.85035e-06 4.817e-06 0 1.27749e-35 7.08916e-06 8.0261e-06 3.77725e-05 9.43191e-06 6.37006e-06 8.74824e-06 8.24067e-06 9.96693e-06 5.11331e-06 5.51291e-06 1.30432e-05 8.26236e-06 7.11563e-06 5.80773e-06 0 7.12897e-06 0 5.47475e-06 Variance: 9.43086e-08 Variances/cluster: 3.73929e-08 4.37359e-08 3.23357e-08 3.10762e-08 0 4.29264e-08 6.86694e-32 4.37762e-08 3.34867e-08 5.10197e-08 5.5575e-08 5.39243e-08 0 3.06452e-08 1.9788e-05 1.41029e-07 3.79809e-08 2.42032e-08 0 0 2.4613e-08 5.31371e-08 3.66684e-07 3.45461e-08 2.92179e-08 4.6767e-08 3.79719e-08 3.08547e-08 1.7043e-07 3.77566e-08 4.40506e-08 2.7817e-08 3.42068e-08 3.43617e-08 0 4.84808e-08 0 2.42218e-08 -------------------------------------------------------------- Initialization seed trial #543 of 1000; initialization seed = 493577768 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 722776 Distortion: 0.000268899 Distortions/cluster: 0 5.913e-06 3.45609e-06 5.60389e-06 1.16617e-05 1.47885e-05 7.09534e-06 7.10888e-06 6.54006e-06 1.32459e-05 5.95065e-06 4.81569e-35 1.18444e-05 6.68274e-06 6.80822e-06 1.08283e-34 5.32215e-06 7.61394e-06 2.45348e-05 2.37044e-35 6.0359e-06 1.48648e-05 9.8972e-06 6.96604e-06 7.81068e-06 9.64317e-35 3.19533e-06 5.28134e-06 4.0023e-06 1.1994e-05 5.5155e-06 6.61441e-06 8.66831e-06 4.56695e-06 4.57943e-06 1.27749e-35 8.81779e-06 1.59192e-05 Variance: 4.57157e-08 Variances/cluster: 0 3.51931e-08 3.7976e-08 2.547e-08 3.55424e-08 3.75309e-08 3.91975e-08 4.70635e-08 5.49537e-08 3.4763e-08 2.94552e-08 2.67973e-31 4.66168e-08 2.84345e-08 4.47763e-08 0 4.36205e-08 4.87915e-08 2.72576e-06 0 2.50425e-08 4.39642e-08 2.70392e-08 3.41438e-08 5.17109e-08 6.86694e-32 2.93124e-08 2.55107e-08 4.12583e-08 3.18961e-08 1.37842e-07 4.23962e-08 9.63048e-08 1.69132e-07 3.91373e-08 0 4.92455e-08 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #544 of 1000; initialization seed = 493577769 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 82 BIC score: 505225 Distortion: 0.0359212 Distortions/cluster: 4.35604e-05 1.30499e-05 5.40891e-06 9.17951e-06 8.59381e-06 6.80088e-06 6.15535e-06 6.54481e-06 5.58007e-06 2.37044e-35 9.33023e-06 5.82513e-06 5.6092e-06 0 7.97881e-06 1.34667e-05 6.51161e-06 7.12292e-06 0.0356196 1.04366e-05 3.35567e-05 9.5615e-06 1.13183e-05 5.60448e-06 1.08283e-34 0 1.00184e-05 8.9766e-06 1.27749e-35 1.01757e-05 7.20726e-06 5.33998e-06 1.07838e-05 0 5.26211e-06 4.81569e-35 3.51498e-06 9.16107e-06 Variance: 6.10697e-06 Variances/cluster: 2.7222e-06 3.84828e-08 3.00469e-08 5.56167e-08 5.84563e-08 2.787e-08 3.66269e-08 3.59568e-08 2.38437e-08 0 3.807e-08 3.11477e-08 2.62089e-08 0 3.53014e-08 4.64331e-08 2.4026e-08 1.58239e-07 0.035575 5.24411e-08 3.13581e-07 4.75543e-08 4.98559e-08 3.41702e-08 0 0 8.71094e-08 5.1871e-08 0 5.27067e-08 2.59231e-08 2.55472e-08 4.74904e-08 0 2.52963e-08 2.67973e-31 2.88079e-08 2.97412e-08 -------------------------------------------------------------- Initialization seed trial #545 of 1000; initialization seed = 493577770 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 690112 Distortion: 0.000555948 Distortions/cluster: 8.14903e-06 7.82895e-06 5.96478e-06 7.29551e-06 7.13813e-06 6.01179e-06 1.08283e-34 8.77869e-06 6.3948e-06 7.05255e-06 0 9.64866e-06 9.39711e-06 9.64317e-35 4.02865e-05 9.87306e-06 1.37999e-05 9.66543e-06 3.68152e-06 0.000296857 9.70746e-06 2.37044e-35 9.65116e-06 7.23423e-06 4.54776e-06 6.80344e-06 4.97981e-06 7.43163e-06 3.64002e-06 7.09845e-06 0 5.58203e-06 1.27749e-35 4.54233e-06 7.29434e-06 6.33779e-06 7.04404e-06 6.2293e-06 Variance: 9.45168e-08 Variances/cluster: 2.84906e-08 3.81867e-08 4.69527e-08 3.14434e-08 1.58576e-07 2.5364e-08 0 2.69254e-08 4.66624e-08 3.83254e-08 0 5.10472e-08 3.05075e-08 6.86694e-32 3.66201e-07 4.67763e-08 4.6775e-08 3.23153e-08 3.87498e-08 1.9788e-05 9.51638e-08 0 4.28906e-08 5.65125e-08 4.2095e-08 4.2508e-08 4.11419e-08 2.4444e-08 4.8519e-08 2.98219e-08 0 3.08373e-08 0 4.12803e-08 3.45591e-08 4.31003e-08 3.04906e-08 2.58454e-08 -------------------------------------------------------------- Initialization seed trial #546 of 1000; initialization seed = 493577771 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 600182 Distortion: 0.00420548 Distortions/cluster: 0 4.58717e-06 7.92634e-06 5.42828e-06 5.71392e-06 1.24793e-05 0.00391362 6.628e-06 3.10001e-05 5.58171e-06 5.83458e-06 5.23127e-06 4.58534e-06 4.81569e-35 2.37044e-35 5.22615e-06 5.24913e-06 5.57135e-06 6.96914e-06 6.53307e-06 1.42472e-05 1.30238e-05 5.34314e-06 1.15495e-05 4.93792e-06 5.85933e-06 5.39264e-06 7.62586e-06 1.01165e-05 6.00704e-06 5.61593e-06 5.55162e-06 9.64317e-35 7.78336e-06 6.75637e-06 4.35604e-05 4.62303e-06 9.31623e-06 Variance: 7.14974e-07 Variances/cluster: 0 2.83132e-08 5.74323e-08 3.82242e-08 1.428e-07 3.65844e-08 0.00391989 3.29717e-08 3.09968e-07 2.27805e-08 3.20553e-08 2.32475e-08 2.4388e-08 2.67973e-31 0 4.31771e-08 3.36452e-08 2.84227e-08 5.0122e-08 2.84022e-08 4.25149e-08 3.40018e-08 4.41441e-08 3.28082e-08 2.50626e-08 4.47239e-08 1.7394e-07 4.48435e-08 4.37908e-08 6.60054e-08 2.93993e-08 4.66369e-08 6.86694e-32 5.2932e-08 2.85053e-08 2.7222e-06 4.32032e-08 4.31169e-08 -------------------------------------------------------------- Initialization seed trial #547 of 1000; initialization seed = 493577772 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 505612 Distortion: 0.0358927 Distortions/cluster: 6.74129e-06 1.27749e-35 2.45348e-05 7.58007e-06 5.34227e-06 9.82961e-06 4.70622e-06 1.51726e-05 1.08283e-34 1.77311e-05 1.59213e-05 3.37275e-06 5.68871e-06 6.68112e-06 1.31375e-05 6.96525e-06 8.39942e-06 4.81569e-35 0.0356196 4.36073e-06 1.59192e-05 4.29434e-06 9.71335e-06 5.45442e-06 1.14431e-05 1.03165e-05 2.37044e-35 7.95239e-06 1.00007e-05 5.83568e-06 4.56695e-06 8.75704e-06 6.4131e-06 0 6.54802e-06 0 4.15198e-06 5.6128e-06 Variance: 6.10212e-06 Variances/cluster: 2.39883e-08 0 2.72576e-06 3.98918e-08 4.37853e-08 3.30934e-08 3.64793e-08 3.97059e-08 0 6.42232e-08 4.2785e-08 3.7472e-08 3.28794e-08 5.5211e-08 5.03193e-08 2.59875e-08 9.43662e-08 2.67973e-31 0.035575 4.84483e-08 7.5794e-07 2.86263e-08 2.74357e-08 2.67347e-08 5.49975e-08 4.86472e-08 0 3.54986e-08 3.1545e-08 1.42286e-07 1.69132e-07 3.2795e-08 2.776e-08 0 3.01717e-08 0 4.23645e-08 3.46437e-08 -------------------------------------------------------------- Initialization seed trial #548 of 1000; initialization seed = 493577773 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 600405 Distortion: 0.00420954 Distortions/cluster: 7.58372e-06 3.66878e-06 1.22829e-05 1.01681e-05 9.64317e-35 4.81569e-35 6.2007e-06 0.00391362 7.84095e-06 8.18356e-06 6.07735e-06 4.89178e-06 6.99593e-06 4.81498e-06 9.6032e-06 2.37044e-35 1.57405e-05 0 5.21073e-06 5.38512e-06 0 3.1695e-05 8.73611e-06 8.58142e-06 7.54197e-06 0 6.17664e-06 8.14167e-06 4.85174e-06 4.35604e-05 5.56087e-06 5.82831e-06 7.85529e-06 6.81576e-06 9.04669e-06 1.52013e-05 5.63016e-06 6.05035e-06 Variance: 7.15665e-07 Variances/cluster: 2.87237e-08 2.95835e-08 4.59997e-08 5.18741e-08 6.86694e-32 2.67973e-31 2.93846e-08 0.00391989 4.92983e-08 3.31289e-08 4.02441e-08 4.25232e-08 4.9956e-08 2.54738e-08 3.78044e-08 0 4.26432e-08 0 3.17693e-08 2.86417e-08 0 3.10701e-07 5.32522e-08 5.91772e-08 2.28524e-07 0 2.37542e-08 4.49671e-08 2.38981e-08 2.7222e-06 2.36605e-08 1.42107e-07 3.32822e-08 2.5815e-08 4.61416e-08 3.95738e-08 2.52445e-08 3.7344e-08 -------------------------------------------------------------- Initialization seed trial #549 of 1000; initialization seed = 493577774 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 504705 Distortion: 0.03615 Distortions/cluster: 7.0633e-06 1.59192e-05 7.49961e-06 5.71005e-06 7.43299e-06 6.2844e-06 7.55234e-06 6.00808e-06 5.10112e-06 7.34497e-06 6.57623e-06 6.9249e-06 8.59159e-06 6.34934e-06 3.6591e-06 1.21443e-05 5.52249e-06 5.69706e-06 7.35886e-06 4.56695e-06 1.27749e-35 5.15172e-06 6.15207e-06 1.08283e-34 1.04189e-05 6.96519e-06 5.34314e-06 0.0356196 9.76036e-06 1.20902e-05 0.000272566 2.37044e-35 5.70605e-06 5.1724e-06 0 8.43566e-06 2.45348e-05 1.487e-05 Variance: 6.14587e-06 Variances/cluster: 2.45232e-08 7.5794e-07 3.09874e-08 3.18965e-08 4.08369e-08 1.49579e-07 5.10139e-08 2.84718e-08 2.67047e-08 4.39677e-08 3.20764e-08 5.01648e-08 3.6096e-08 2.93925e-08 2.92694e-08 3.66779e-08 2.61699e-08 2.3735e-08 2.85203e-08 1.69132e-07 0 4.29169e-08 3.51514e-08 0 5.26165e-08 2.5234e-08 4.41441e-08 0.035575 4.43511e-08 4.57925e-08 3.13264e-06 0 3.93489e-08 4.57584e-08 0 5.8576e-08 2.72576e-06 4.24717e-08 -------------------------------------------------------------- Initialization seed trial #550 of 1000; initialization seed = 493577775 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 711954 Distortion: 0.000350203 Distortions/cluster: 1.08283e-34 5.56484e-06 5.32044e-06 6.75251e-06 4.81569e-35 3.25843e-06 5.56974e-06 3.14855e-06 7.38332e-06 7.92749e-05 9.64317e-35 3.82017e-06 4.63074e-06 5.62555e-05 0 4.31576e-06 3.35567e-05 5.12958e-06 4.79557e-06 5.52188e-06 1.27749e-35 2.59467e-06 2.40973e-06 4.62994e-06 4.28365e-06 5.86931e-06 2.37044e-35 5.67959e-06 6.19313e-06 9.56061e-06 4.32643e-06 4.35604e-05 7.58469e-06 3.14263e-06 8.0103e-06 4.85439e-06 3.20535e-06 0 Variance: 5.95382e-08 Variances/cluster: 0 4.38138e-08 2.16259e-08 2.83695e-08 2.67973e-31 2.83309e-08 2.50867e-08 2.4405e-08 1.60456e-07 9.37868e-08 6.86694e-32 2.46434e-08 2.85823e-08 6.4939e-08 0 4.69062e-08 3.13581e-07 2.78757e-08 2.87133e-08 3.47257e-08 0 2.98208e-08 2.09518e-08 2.93008e-08 5.86753e-08 3.60049e-08 0 2.61709e-08 5.62976e-08 4.24881e-08 2.51511e-08 2.7222e-06 1.0112e-07 2.27704e-08 6.30682e-08 2.47651e-08 2.1225e-08 0 -------------------------------------------------------------- Initialization seed trial #551 of 1000; initialization seed = 493577776 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 600493 Distortion: 0.00420701 Distortions/cluster: 4.81569e-35 7.21606e-06 7.49486e-06 5.39146e-06 6.00058e-06 0.00391362 5.06811e-06 8.88761e-06 1.20067e-05 3.1695e-05 2.37044e-35 1.05533e-05 1.05256e-05 9.30353e-06 1.04039e-05 8.19745e-06 5.11331e-06 9.64317e-35 5.56389e-06 1.32146e-05 6.39015e-06 4.21873e-06 1.20777e-05 4.44278e-06 5.89273e-06 5.88295e-06 0 8.03537e-06 4.35604e-05 4.44886e-06 6.39763e-06 0 5.82831e-06 5.00155e-06 4.29709e-06 8.32697e-06 8.93188e-06 3.01554e-06 Variance: 7.15234e-07 Variances/cluster: 2.67973e-31 3.0316e-08 4.43338e-08 3.45578e-08 3.35195e-08 0.00391989 3.86845e-08 3.26643e-08 3.39143e-08 3.10701e-07 0 4.27117e-08 5.36848e-08 2.68857e-08 2.73045e-08 5.02749e-08 1.7043e-07 6.86694e-32 2.52882e-08 4.20711e-08 2.5661e-08 4.05622e-08 3.12059e-08 3.86293e-08 2.83275e-08 5.4467e-08 0 3.26612e-08 2.7222e-06 4.53927e-08 6.27161e-08 0 1.42107e-07 3.76026e-08 2.88367e-08 5.30222e-08 4.69948e-08 3.72259e-08 -------------------------------------------------------------- Initialization seed trial #552 of 1000; initialization seed = 493577777 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 718373 Distortion: 0.000299122 Distortions/cluster: 6.09195e-06 1.17856e-05 1.31887e-05 4.81569e-35 5.77536e-06 9.64317e-35 2.37044e-35 0 1.02627e-05 1.40185e-05 4.35604e-05 5.39264e-06 7.78211e-06 7.84864e-06 3.10001e-05 0 7.26981e-06 7.17119e-06 8.02595e-06 5.9648e-06 8.77749e-06 7.47242e-06 6.37823e-06 8.43566e-06 1.08283e-34 1.07397e-05 0 7.06079e-06 7.9384e-06 6.52989e-06 6.2486e-06 7.61393e-06 9.80438e-06 0 5.42751e-06 1.21091e-05 9.44762e-06 1.27749e-35 Variance: 5.08538e-08 Variances/cluster: 4.99185e-08 4.56771e-08 3.26424e-08 2.67973e-31 4.47555e-08 6.86694e-32 0 0 2.78089e-08 4.18323e-08 2.7222e-06 1.7394e-07 2.85035e-08 3.24296e-08 3.09968e-07 0 5.76917e-08 5.19496e-08 4.53298e-08 4.17086e-08 4.64266e-08 3.41175e-08 2.93897e-08 5.8576e-08 0 2.79654e-08 0 3.06955e-08 4.9911e-08 2.591e-08 3.43297e-08 3.42858e-08 5.13279e-08 0 1.42782e-07 3.41072e-08 3.93524e-08 0 -------------------------------------------------------------- Initialization seed trial #553 of 1000; initialization seed = 493577778 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 506040 Distortion: 0.0359223 Distortions/cluster: 6.59799e-06 1.61114e-05 7.7626e-06 7.38501e-06 1.32829e-05 1.02439e-05 8.8889e-06 9.10919e-06 3.14299e-05 0.0356196 7.70063e-06 5.83568e-06 2.37044e-35 1.27699e-05 4.66894e-06 4.35604e-05 0 0 1.43897e-05 1.27749e-35 6.02621e-06 7.38274e-06 7.11355e-06 5.42891e-06 6.88698e-06 9.85993e-06 9.50587e-06 1.08283e-34 7.63691e-06 7.92634e-06 1.43966e-05 0 0 0 5.11331e-06 4.81569e-35 4.92595e-06 1.0832e-05 Variance: 6.10716e-06 Variances/cluster: 3.14153e-08 4.97105e-08 2.88548e-08 2.44515e-08 3.74045e-08 4.35874e-08 5.13644e-08 3.33641e-08 3.11154e-07 0.035575 2.49991e-08 1.42286e-07 0 3.378e-08 4.32282e-08 2.7222e-06 0 0 3.5527e-08 0 4.56492e-08 4.76152e-08 3.29301e-08 3.79613e-08 6.04065e-08 5.16061e-08 5.49306e-08 0 2.89252e-08 5.74323e-08 4.24538e-08 0 0 0 1.7043e-07 2.67973e-31 3.11733e-08 3.23314e-08 -------------------------------------------------------------- Initialization seed trial #554 of 1000; initialization seed = 493577779 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 716557 Distortion: 0.000311771 Distortions/cluster: 4.12408e-06 3.57427e-06 1.27749e-35 6.8778e-06 5.33571e-06 3.53799e-05 9.76178e-06 5.34638e-06 6.57182e-06 4.97528e-06 1.33763e-05 6.05739e-06 9.64317e-35 7.91654e-06 1.08283e-34 2.37044e-35 2.15276e-05 1.5215e-05 1.5909e-05 1.01052e-05 5.43189e-06 6.41206e-06 6.57462e-06 5.3409e-06 5.6641e-06 9.45125e-06 4.35604e-05 6.91285e-06 6.31654e-06 0 1.20356e-05 6.39205e-06 0 1.28558e-05 4.81569e-35 0 0 1.27688e-05 Variance: 5.30042e-08 Variances/cluster: 4.34077e-08 3.88477e-08 0 7.16381e-08 2.51655e-08 3.15855e-07 5.19077e-08 3.84599e-08 3.20544e-08 3.14861e-08 3.50133e-08 5.26681e-08 6.86694e-32 4.91552e-08 0 0 5.99456e-08 4.09973e-08 5.01701e-08 2.71621e-08 5.37778e-08 5.47992e-08 2.87075e-08 3.38004e-08 2.98076e-08 5.19133e-08 2.7222e-06 2.72136e-08 2.53649e-08 0 3.20069e-08 7.6089e-08 0 3.33887e-08 2.67973e-31 0 0 7.50878e-08 -------------------------------------------------------------- Initialization seed trial #555 of 1000; initialization seed = 493577780 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 600222 Distortion: 0.00421401 Distortions/cluster: 1.10344e-05 7.92634e-06 7.7762e-06 0 6.04275e-06 3.25722e-05 1.05766e-05 7.30827e-06 1.31327e-05 7.31021e-06 1.07877e-05 4.02972e-06 3.45761e-06 7.03036e-06 4.35604e-05 5.94645e-06 4.77871e-06 4.81569e-35 8.08031e-06 9.64317e-35 6.92448e-06 1.11179e-05 1.16465e-05 5.40753e-06 6.73092e-06 6.49279e-06 0.00391362 5.81871e-06 6.80832e-06 6.13054e-06 5.11821e-06 6.01796e-06 2.37044e-35 0 6.13716e-06 1.43375e-05 1.03473e-05 0 Variance: 7.16424e-07 Variances/cluster: 3.33256e-08 5.74323e-08 4.51958e-08 0 3.13069e-08 3.13158e-07 4.38826e-08 2.3573e-08 4.4971e-08 2.88917e-08 4.87971e-08 2.20177e-08 2.88101e-08 6.11298e-08 2.7222e-06 3.21401e-08 2.40111e-08 2.67973e-31 3.23184e-08 6.86694e-32 3.09102e-08 2.02097e-07 5.12903e-08 2.78711e-08 2.85184e-08 5.45444e-08 0.00391989 4.51024e-08 4.8282e-08 4.44096e-08 2.92436e-08 2.56061e-08 0 0 3.39036e-08 4.41011e-08 5.71493e-08 0 -------------------------------------------------------------- Initialization seed trial #556 of 1000; initialization seed = 493577781 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 68 BIC score: 600801 Distortion: 0.00421195 Distortions/cluster: 7.278e-06 1.42705e-05 1.02052e-05 1.20606e-05 6.98581e-06 7.32431e-06 2.37044e-35 7.72701e-06 9.64317e-35 4.35604e-05 7.58874e-06 7.57716e-06 4.81569e-35 6.36082e-06 9.56606e-06 5.85699e-06 6.85094e-06 8.68126e-06 5.55134e-06 7.81613e-06 5.11331e-06 7.95281e-06 1.07744e-05 1.29935e-05 6.57303e-06 7.01492e-06 3.1695e-05 7.01639e-06 0 0 0 8.43566e-06 0 0 5.5155e-06 9.54831e-06 0.00391362 1.04365e-05 Variance: 7.16075e-07 Variances/cluster: 3.49871e-08 4.5871e-08 5.23306e-08 4.56805e-08 3.03695e-08 4.8813e-08 0 2.86161e-08 6.86694e-32 2.7222e-06 4.77126e-08 5.11818e-08 2.67973e-31 4.32568e-08 2.76443e-08 2.55742e-08 2.78469e-08 3.69383e-08 3.99345e-08 2.63146e-08 1.7043e-07 5.26628e-08 3.38706e-08 4.44836e-08 3.02878e-08 2.46982e-08 3.10701e-07 3.34084e-08 0 0 0 5.8576e-08 0 0 1.37842e-07 5.18763e-08 0.00391989 3.23079e-08 -------------------------------------------------------------- Initialization seed trial #557 of 1000; initialization seed = 493577782 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 718156 Distortion: 0.000296745 Distortions/cluster: 4.98193e-06 1.15687e-05 6.18733e-06 1.54542e-05 1.27749e-35 8.75991e-06 1.77311e-05 7.45059e-06 1.08283e-34 4.8872e-06 5.11331e-06 6.59438e-06 8.50925e-06 4.81569e-35 0 2.79753e-06 1.03091e-05 7.2145e-06 3.93642e-06 6.48897e-06 9.64317e-35 4.02563e-06 6.42799e-06 3.14299e-05 2.37044e-35 3.99671e-06 5.83568e-06 4.35604e-05 3.39995e-06 1.30676e-05 5.97008e-06 1.559e-05 5.24903e-06 5.33466e-06 5.62072e-06 9.7012e-06 5.60479e-06 3.94574e-06 Variance: 5.04496e-08 Variances/cluster: 2.49067e-08 5.50715e-08 3.30839e-08 4.27954e-08 0 3.54621e-08 6.42232e-08 2.55135e-08 0 3.19398e-08 1.7043e-07 3.23225e-08 5.12558e-08 2.67973e-31 0 3.68067e-08 4.86124e-08 2.93247e-08 4.32547e-08 2.43011e-08 6.86694e-32 4.02528e-08 2.83145e-08 3.11154e-07 0 3.09796e-08 1.42286e-07 2.7222e-06 3.86328e-08 5.02442e-08 5.47666e-08 3.97575e-08 3.94631e-08 2.91477e-08 2.44352e-08 2.98473e-08 3.54701e-08 2.29383e-08 -------------------------------------------------------------- Initialization seed trial #558 of 1000; initialization seed = 493577783 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 501438 Distortion: 0.0398165 Distortions/cluster: 0.0356196 1.59192e-05 1.07725e-05 6.50874e-06 0.00391362 9.26236e-06 2.45442e-05 2.37044e-35 0 6.11405e-06 1.12624e-05 3.93347e-06 9.30359e-06 2.02208e-05 1.28805e-05 5.51871e-06 4.81569e-35 0 6.05774e-06 4.71346e-06 0 3.22147e-06 0 2.45348e-05 1.16741e-05 6.01661e-06 4.2664e-06 6.13945e-06 7.2692e-06 1.00441e-05 1.37421e-05 5.84713e-06 0 1.16336e-05 9.65174e-06 5.15563e-06 7.00964e-06 1.01485e-05 Variance: 6.76922e-06 Variances/cluster: 0.035575 7.5794e-07 3.28398e-08 4.64868e-08 0.00391989 3.46875e-08 5.46462e-08 0 0 2.5158e-08 5.43903e-08 4.18429e-08 2.21478e-07 4.64696e-08 3.54803e-08 2.53122e-08 2.67973e-31 0 3.07463e-08 4.40472e-08 0 3.70255e-08 0 2.72576e-06 3.14639e-08 4.0926e-08 2.84402e-08 5.48118e-08 2.96676e-08 2.70707e-08 5.8961e-08 2.77091e-08 0 5.10081e-08 5.33074e-08 3.73564e-08 3.55786e-08 1.0795e-07 -------------------------------------------------------------- Initialization seed trial #559 of 1000; initialization seed = 493577784 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 600722 Distortion: 0.00418527 Distortions/cluster: 7.71512e-06 6.77077e-06 8.8006e-06 5.80843e-06 5.08448e-06 4.56695e-06 7.35226e-06 3.89876e-06 5.20628e-06 6.33465e-06 5.06219e-06 4.81569e-35 9.64317e-35 0.00391362 6.96798e-06 1.61571e-05 6.05169e-06 5.83568e-06 6.33595e-06 7.85712e-06 5.80696e-06 2.37044e-35 4.46891e-06 0 5.92818e-06 0 4.29195e-06 2.45348e-05 1.63868e-05 7.60234e-06 8.65657e-06 1.353e-05 5.21417e-06 1.59192e-05 8.39942e-06 6.16797e-06 1.89953e-05 9.93628e-06 Variance: 7.11538e-07 Variances/cluster: 5.71442e-08 3.23932e-08 5.14488e-08 3.97804e-08 2.6479e-08 1.69132e-07 3.05046e-08 3.02194e-08 2.32396e-08 4.33845e-08 3.22404e-08 2.67973e-31 6.86694e-32 0.00391989 2.41085e-08 4.28428e-08 3.36172e-08 1.42286e-07 2.93305e-08 3.5874e-08 2.88879e-08 0 3.75507e-08 0 2.80932e-08 0 4.20754e-08 2.72576e-06 4.07501e-08 2.69563e-08 3.6369e-08 5.68305e-08 4.41841e-08 7.5794e-07 9.43662e-08 2.68142e-08 5.53621e-08 5.51849e-08 -------------------------------------------------------------- Initialization seed trial #560 of 1000; initialization seed = 493577785 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 689867 Distortion: 0.000567478 Distortions/cluster: 1.06292e-05 9.23755e-06 8.90295e-06 7.32346e-06 1.08283e-34 5.72432e-06 5.12649e-06 5.65523e-06 8.59117e-06 1.96793e-05 1.27749e-35 6.07014e-06 9.64317e-35 2.37044e-35 1.04221e-05 0.000300791 9.85554e-06 1.26183e-05 1.31265e-05 5.45355e-06 1.36134e-05 1.47757e-05 6.51701e-06 6.07784e-06 3.55643e-05 5.95841e-06 0 9.87876e-06 9.42469e-06 5.23023e-06 9.4481e-06 0 0 6.12692e-06 0 0 5.65567e-06 0 Variance: 9.64771e-08 Variances/cluster: 5.28775e-08 5.24691e-08 2.93801e-08 2.88301e-08 0 3.55512e-08 2.8478e-08 2.74494e-08 5.84383e-08 5.75227e-08 0 2.46727e-08 6.86694e-32 0 5.31567e-08 1.87971e-05 2.18977e-07 4.6217e-08 3.74922e-08 3.24588e-08 4.53737e-08 5.00711e-08 3.46619e-08 2.5217e-08 3.35473e-07 2.69588e-08 0 5.61123e-08 4.75841e-08 3.78971e-08 2.70695e-08 0 0 2.95952e-08 0 0 2.77211e-08 0 -------------------------------------------------------------- Initialization seed trial #561 of 1000; initialization seed = 493577786 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 504739 Distortion: 0.0359156 Distortions/cluster: 9.85921e-06 0.0356196 9.81122e-06 5.69995e-06 5.81452e-06 6.38952e-06 5.66539e-06 8.59381e-06 3.16316e-06 1.08283e-34 1.05156e-05 9.58104e-06 4.81569e-35 4.35604e-05 7.13195e-06 7.92187e-06 4.87655e-06 6.43161e-06 2.86296e-06 6.10016e-06 5.35881e-06 6.61738e-06 5.95828e-06 1.27749e-35 4.08552e-06 3.33388e-05 9.46002e-06 5.96683e-06 2.37044e-35 5.40919e-06 6.68123e-06 4.41519e-06 8.77026e-06 1.32809e-05 1.37162e-05 6.01333e-06 4.13811e-06 8.8538e-06 Variance: 6.10602e-06 Variances/cluster: 3.77626e-08 0.035575 9.43314e-08 2.36485e-08 2.57257e-08 3.58921e-08 6.50977e-08 5.84563e-08 2.72662e-08 0 5.25741e-08 4.64949e-08 2.67973e-31 2.7222e-06 4.88343e-08 4.52532e-08 2.23675e-08 1.49528e-07 3.01337e-08 2.96099e-08 2.58857e-08 3.15009e-08 4.44502e-08 0 2.26953e-08 3.11545e-07 3.05136e-08 3.24256e-08 0 5.00696e-08 3.1357e-08 2.59694e-08 5.09735e-08 4.64331e-08 4.66495e-08 2.75809e-08 3.11109e-08 3.05273e-08 -------------------------------------------------------------- Initialization seed trial #562 of 1000; initialization seed = 493577787 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 718176 Distortion: 0.000300097 Distortions/cluster: 5.5155e-06 1.02407e-05 6.37732e-06 6.36303e-06 9.23755e-06 6.33485e-06 1.43695e-05 4.53727e-06 0 5.11331e-06 2.37044e-35 9.41563e-06 6.78123e-06 5.51653e-06 1.44708e-05 7.75921e-06 1.0381e-05 8.89006e-06 6.19349e-06 3.1695e-05 9.19216e-06 9.38039e-06 6.21249e-06 1.2289e-05 4.81569e-35 9.64317e-35 4.78122e-06 0 0 1.27749e-35 1.04221e-05 0 1.13499e-05 9.51037e-06 1.08283e-34 4.35604e-05 6.223e-06 7.98402e-06 Variance: 5.10195e-08 Variances/cluster: 1.37842e-07 2.91732e-08 3.72912e-08 5.53259e-08 5.24691e-08 2.49376e-08 4.83666e-08 4.12446e-08 0 1.7043e-07 0 5.34817e-08 2.82524e-08 2.91845e-08 4.41039e-08 3.87928e-08 2.94053e-08 3.11905e-08 3.38408e-08 3.10701e-07 4.71241e-08 3.90814e-08 4.43711e-08 3.59209e-08 2.67973e-31 6.86694e-32 4.34629e-08 0 0 0 5.31567e-08 0 3.21499e-08 3.78866e-08 0 2.7222e-06 2.84122e-08 3.57996e-08 -------------------------------------------------------------- Initialization seed trial #563 of 1000; initialization seed = 493577788 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 500687 Distortion: 0.0398028 Distortions/cluster: 8.65569e-06 9.90086e-06 6.85152e-06 1.25476e-05 6.78041e-06 1.04189e-05 1.24719e-05 5.69296e-06 6.52086e-06 5.5155e-06 4.21104e-06 7.08222e-06 5.02704e-06 3.97065e-06 4.61742e-06 1.1934e-05 7.39036e-06 6.66188e-06 2.37044e-35 2.45348e-05 0 4.9569e-06 8.65747e-06 4.39095e-06 3.65806e-06 0.00391362 0 1.06714e-05 1.44991e-05 1.59192e-05 4.81569e-35 8.36637e-06 7.2503e-06 0.0356196 8.76027e-06 4.56695e-06 8.43566e-06 8.66831e-06 Variance: 6.76687e-06 Variances/cluster: 5.06017e-08 3.15283e-08 2.58525e-08 3.6358e-08 4.74001e-08 5.26165e-08 3.48347e-08 3.92586e-08 3.21197e-08 1.37842e-07 2.49144e-08 2.9023e-08 2.80814e-08 2.3917e-08 3.6936e-08 4.57203e-08 3.14456e-08 4.3245e-08 0 2.72576e-06 0 4.81209e-08 5.27736e-08 3.13603e-08 2.10209e-08 0.00391989 0 4.50125e-08 4.40555e-08 7.5794e-07 2.67973e-31 5.03836e-08 2.44097e-08 0.035575 3.29305e-08 1.69132e-07 5.8576e-08 9.63048e-08 -------------------------------------------------------------- Initialization seed trial #564 of 1000; initialization seed = 493577789 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 597733 Distortion: 0.0044662 Distortions/cluster: 6.29113e-06 3.46831e-06 4.80882e-06 5.11331e-06 8.19592e-06 6.14203e-06 7.76107e-06 6.93891e-06 9.86656e-06 9.64317e-35 0 7.61637e-06 8.90297e-06 4.08625e-06 2.37044e-35 1.08048e-05 7.35041e-06 3.77725e-05 0.00391362 7.62659e-06 7.5156e-06 7.35853e-06 6.78706e-06 7.13424e-06 7.28002e-06 9.11921e-06 9.56801e-06 6.12952e-06 5.06132e-06 1.12826e-05 0.000296857 0 5.61055e-06 5.28254e-06 8.69927e-06 1.06064e-05 0 5.54074e-06 Variance: 7.593e-07 Variances/cluster: 4.16499e-08 4.28045e-08 5.86393e-08 1.7043e-07 5.46344e-08 2.90996e-08 4.53719e-08 3.45107e-08 3.51093e-08 6.86694e-32 0 4.45254e-08 5.14457e-08 3.78232e-08 0 3.05193e-08 3.58523e-08 3.66684e-07 0.00391989 5.22213e-08 2.67436e-08 2.75577e-08 3.02967e-08 2.43468e-08 3.08439e-08 5.15171e-08 2.77301e-08 4.64208e-08 4.51864e-08 3.28907e-08 1.9788e-05 0 3.9788e-08 3.25976e-08 3.43814e-08 4.34651e-08 0 1.38473e-07 -------------------------------------------------------------- Initialization seed trial #565 of 1000; initialization seed = 493577790 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 718332 Distortion: 0.000295803 Distortions/cluster: 4.35604e-05 8.10521e-06 1.08283e-34 7.04087e-06 6.92723e-06 7.70074e-06 9.58233e-06 8.50582e-06 3.89739e-06 8.89421e-06 2.37044e-35 5.47119e-06 3.1695e-05 1.27129e-05 4.81569e-35 1.21212e-05 9.95423e-06 8.8712e-06 5.85932e-06 1.18544e-05 8.34825e-06 9.64317e-35 1.27749e-35 5.5155e-06 0 5.84651e-06 8.17032e-06 3.53534e-06 4.89073e-06 7.80748e-06 8.2089e-06 6.57358e-06 0 7.60559e-06 5.79165e-06 9.89451e-06 5.11331e-06 5.74767e-06 Variance: 5.02895e-08 Variances/cluster: 2.7222e-06 5.19409e-08 0 4.42678e-08 2.29358e-08 3.24897e-08 3.30317e-08 4.3616e-08 2.95232e-08 5.05314e-08 0 2.56833e-08 3.10701e-07 4.45919e-08 2.67973e-31 3.27571e-08 3.15976e-08 4.69225e-08 2.45132e-08 4.21729e-08 5.83744e-08 6.86694e-32 0 1.37842e-07 0 4.39547e-08 3.28096e-08 2.76172e-08 4.9901e-08 3.08569e-08 5.12891e-08 2.77342e-08 0 4.60909e-08 2.73168e-08 5.23351e-08 1.7043e-07 3.04074e-08 -------------------------------------------------------------- Initialization seed trial #566 of 1000; initialization seed = 493577791 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 690261 Distortion: 0.000562896 Distortions/cluster: 1.19097e-05 9.56439e-06 7.96685e-06 8.98283e-06 7.46957e-06 7.42594e-06 1.27795e-05 6.22925e-06 4.79815e-06 1.26971e-05 1.27749e-35 3.37275e-06 8.82795e-06 3.94686e-06 7.40563e-06 9.64317e-35 1.08283e-34 4.35604e-05 5.25061e-06 1.3082e-05 1.11207e-05 7.13068e-06 2.37044e-35 6.62012e-06 1.1062e-05 1.04536e-05 5.39264e-06 0 5.35781e-06 0 0 5.99337e-06 5.71392e-06 6.68112e-06 8.88727e-06 0 0.000296364 6.84961e-06 Variance: 9.56981e-08 Variances/cluster: 4.32936e-08 5.16828e-08 3.12324e-08 3.41523e-08 3.93103e-08 2.98204e-08 4.17497e-08 5.27742e-08 4.84517e-08 3.44064e-08 0 3.7472e-08 4.69421e-08 4.15433e-08 2.78383e-08 6.86694e-32 0 2.7222e-06 4.33897e-08 3.26205e-08 3.32922e-08 4.4286e-08 0 4.69359e-08 2.85807e-08 2.73631e-08 1.7394e-07 0 3.88216e-08 0 0 4.2193e-08 1.428e-07 5.5211e-08 4.42111e-08 0 2.99326e-06 3.08505e-08 -------------------------------------------------------------- Initialization seed trial #567 of 1000; initialization seed = 493577792 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 720547 Distortion: 0.000287336 Distortions/cluster: 5.91801e-06 5.13151e-06 6.10909e-06 4.56136e-06 8.93142e-06 8.33549e-06 4.81569e-35 7.1152e-06 2.54181e-05 3.98389e-06 1.27749e-35 8.66831e-06 6.8931e-06 3.85302e-06 9.64317e-35 5.36456e-06 1.03956e-05 7.48695e-06 7.91414e-06 1.42826e-05 0 1.06849e-05 5.60312e-06 4.72731e-06 2.45348e-05 2.28773e-05 2.37044e-35 6.87471e-06 0 2.91092e-05 3.69598e-06 1.08283e-34 0 4.56695e-06 5.80693e-06 9.90279e-06 0 1.85893e-05 Variance: 4.885e-08 Variances/cluster: 3.09816e-08 3.4207e-08 1.45406e-07 2.18228e-08 4.44313e-08 5.20929e-08 2.67973e-31 2.9399e-08 4.6453e-08 2.13017e-08 0 9.63048e-08 3.10474e-08 2.32084e-08 6.86694e-32 2.97997e-08 3.17877e-08 3.28346e-08 6.08724e-08 7.14025e-07 0 3.02661e-08 2.30561e-08 3.1303e-08 2.72576e-06 6.62902e-08 0 5.58871e-08 0 5.54284e-08 3.84968e-08 0 0 1.69132e-07 3.62903e-08 3.70858e-08 0 6.32085e-08 -------------------------------------------------------------- Initialization seed trial #568 of 1000; initialization seed = 493577793 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 600306 Distortion: 0.00422864 Distortions/cluster: 2.0038e-06 3.23939e-06 2.77012e-06 9.53405e-06 5.53581e-06 3.74453e-06 8.85061e-06 4.98153e-06 3.37027e-06 8.74917e-06 4.59462e-06 8.20533e-06 0 3.58104e-05 4.63341e-06 3.83831e-06 4.81569e-35 6.00972e-06 0.00391362 9.64317e-35 2.4447e-05 3.73782e-06 5.93649e-06 9.2995e-06 4.35604e-05 2.48514e-05 2.80847e-05 6.18937e-06 1.24918e-05 2.37044e-35 1.8342e-06 1.29117e-05 5.25715e-06 4.54504e-06 4.26248e-06 6.09233e-06 0 5.64723e-06 Variance: 7.18912e-07 Variances/cluster: 5.00907e-08 2.10331e-08 2.79777e-08 2.98847e-08 2.68703e-08 2.22864e-08 9.72517e-08 2.51571e-08 3.78653e-08 2.99604e-08 2.18772e-08 4.02189e-08 0 3.16869e-07 4.41239e-08 2.1806e-08 2.67973e-31 3.47352e-08 0.00391989 6.86694e-32 7.23058e-08 2.5954e-08 3.17427e-08 4.99934e-08 2.7222e-06 5.46009e-08 5.72968e-08 3.03372e-08 5.62511e-08 0 2.54723e-08 5.31175e-08 8.61747e-08 2.49705e-08 2.98049e-08 5.8017e-08 0 2.86636e-08 -------------------------------------------------------------- Initialization seed trial #569 of 1000; initialization seed = 493577794 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 506160 Distortion: 0.0361975 Distortions/cluster: 1.0481e-05 1.59574e-05 1.34885e-05 8.25537e-06 7.98222e-06 9.38391e-06 5.51064e-06 1.27749e-35 5.81613e-06 0.000295837 8.59381e-06 9.79179e-06 0.0356196 7.6073e-06 1.04221e-05 7.19756e-06 4.67043e-05 7.18305e-06 0 1.1091e-05 2.37044e-35 4.12706e-06 1.3213e-05 0 1.67526e-05 1.08283e-34 0 8.13778e-06 0 0 1.45773e-05 1.20308e-05 1.34194e-05 0 7.23633e-06 7.18779e-06 0 0 Variance: 6.15395e-06 Variances/cluster: 5.2401e-08 3.82638e-08 3.3057e-08 5.39405e-08 3.32485e-08 3.01707e-08 3.24049e-08 0 4.68893e-08 2.79063e-06 5.84563e-08 8.44054e-08 0.035575 4.1785e-08 2.91086e-08 4.73372e-08 2.74699e-06 4.72417e-08 0 2.85826e-08 0 4.58411e-08 4.61956e-08 0 5.17008e-08 0 0 3.10566e-08 0 0 3.61687e-08 4.28002e-08 3.42297e-08 0 4.35782e-08 1.63308e-07 0 0 -------------------------------------------------------------- Initialization seed trial #570 of 1000; initialization seed = 493577795 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 65 BIC score: 689426 Distortion: 0.000570906 Distortions/cluster: 7.17771e-06 9.23755e-06 6.68904e-06 8.57704e-06 1.0241e-05 9.89687e-06 8.00709e-06 8.7361e-06 4.35604e-05 5.61831e-06 9.64317e-35 9.07565e-06 5.14487e-06 7.50456e-06 7.10307e-06 6.47927e-06 5.73369e-06 1.44153e-05 7.015e-06 5.56266e-06 2.37044e-35 1.27749e-35 6.66021e-06 7.11167e-06 0 3.46171e-06 7.36562e-06 1.08283e-34 1.35577e-05 0 9.85554e-06 2.06382e-05 0 9.47016e-06 0 0.000298074 0 8.93596e-06 Variance: 9.70599e-08 Variances/cluster: 3.00287e-08 5.24691e-08 2.77529e-08 4.2248e-08 5.30452e-08 5.62152e-08 5.23292e-08 3.65495e-08 2.7222e-06 2.76736e-08 6.86694e-32 4.7009e-08 3.83914e-08 2.83167e-08 2.43234e-08 2.93154e-08 3.20287e-08 4.95211e-08 3.42163e-08 2.80918e-08 0 0 5.54969e-08 3.27698e-08 0 3.80377e-08 2.67817e-08 0 3.83947e-08 0 2.18977e-07 5.86118e-08 0 5.17456e-08 0 2.8936e-06 0 2.70755e-08 -------------------------------------------------------------- Initialization seed trial #571 of 1000; initialization seed = 493577796 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 722730 Distortion: 0.000267923 Distortions/cluster: 6.62105e-06 1.08283e-34 8.39942e-06 7.03123e-06 5.99305e-06 4.56695e-06 8.50765e-06 0 1.22387e-05 6.95728e-06 6.67239e-06 2.45348e-05 9.75164e-06 6.5291e-06 4.81569e-35 1.20477e-05 5.6669e-06 1.21304e-05 5.8172e-06 5.17027e-06 1.27749e-35 7.85805e-06 5.98916e-06 4.96782e-06 7.09441e-06 5.83568e-06 1.0008e-05 6.83319e-06 6.31648e-06 1.14226e-05 6.24236e-06 9.64317e-35 1.59192e-05 5.68422e-06 1.01199e-05 2.37044e-35 8.66187e-06 6.33397e-06 Variance: 4.55496e-08 Variances/cluster: 4.27027e-08 0 9.43662e-08 5.66985e-08 2.57182e-08 1.69132e-07 3.34918e-08 0 4.29285e-08 4.76373e-08 2.90079e-08 2.72576e-06 3.3158e-08 2.90158e-08 2.67973e-31 4.30137e-08 2.51836e-08 3.50558e-08 2.75669e-08 3.00571e-08 0 5.2722e-08 2.97933e-08 4.28119e-08 5.02999e-08 1.42286e-07 2.74922e-08 4.43678e-08 4.44677e-08 3.12065e-08 5.11623e-08 6.86694e-32 7.5794e-07 3.1576e-08 5.21604e-08 0 4.60702e-08 3.19868e-08 -------------------------------------------------------------- Initialization seed trial #572 of 1000; initialization seed = 493577797 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 501158 Distortion: 0.0398416 Distortions/cluster: 2.07619e-05 3.04292e-06 1.09197e-05 2.31969e-06 3.40155e-06 2.55616e-06 4.30378e-06 2.88459e-05 1.92691e-05 7.54136e-06 0 2.60895e-06 6.39569e-06 7.15056e-06 4.35604e-05 4.81569e-35 7.80131e-06 2.86351e-05 0.0356196 8.4842e-06 3.53055e-06 4.12685e-06 6.73667e-06 2.37044e-35 0 1.22752e-05 7.02039e-06 5.83319e-06 7.16276e-06 3.37614e-06 2.55181e-05 3.03424e-06 5.90271e-06 5.12295e-06 5.05232e-06 6.1322e-06 0.00391362 0 Variance: 6.77348e-06 Variances/cluster: 6.23285e-08 2.30504e-08 5.71668e-08 2.89935e-08 2.18023e-08 1.111e-07 2.40406e-08 5.50319e-08 6.37846e-08 6.03254e-08 0 1.04322e-07 2.80488e-08 2.93031e-08 2.7222e-06 2.67973e-31 3.4364e-08 3.29103e-07 0.035575 5.85067e-08 2.69479e-08 2.3313e-08 1.60383e-07 0 0 4.57994e-08 2.36356e-08 2.54702e-08 3.19737e-08 2.93543e-08 4.66357e-08 3.00388e-08 2.99604e-08 2.38256e-08 2.88679e-08 4.14304e-08 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #573 of 1000; initialization seed = 493577798 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 721602 Distortion: 0.000276132 Distortions/cluster: 6.53883e-06 4.81569e-35 9.41373e-06 1.00858e-05 5.86685e-06 7.16139e-06 9.19145e-06 1.59192e-05 9.64317e-35 1.21443e-05 2.45348e-05 9.29895e-06 1.50581e-05 1.08283e-34 9.58399e-06 1.11832e-05 6.68896e-06 5.6817e-06 3.50662e-06 6.39202e-06 1.00749e-05 2.37044e-35 1.10377e-05 1.0689e-05 0 6.78876e-06 9.21172e-06 7.13475e-06 1.19443e-05 8.60502e-06 0 4.91017e-06 0 7.48482e-06 6.88881e-06 6.55662e-06 1.27749e-35 6.55496e-06 Variance: 4.69452e-08 Variances/cluster: 1.52018e-07 2.67973e-31 5.11576e-08 5.47968e-08 3.0553e-08 4.61984e-08 8.58947e-08 7.5794e-07 6.86694e-32 1.2143e-07 2.72576e-06 4.76716e-08 4.4405e-08 0 4.31677e-08 3.33718e-08 2.67535e-08 2.40723e-08 3.81125e-08 3.38171e-08 3.1779e-08 0 4.86083e-08 5.39674e-08 0 2.34075e-08 2.97127e-08 5.61743e-08 5.19158e-08 3.63049e-08 0 2.53071e-08 0 3.06728e-08 3.2339e-08 2.9268e-08 0 2.97927e-08 -------------------------------------------------------------- Initialization seed trial #574 of 1000; initialization seed = 493577799 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 600947 Distortion: 0.00421708 Distortions/cluster: 7.50283e-06 5.11331e-06 5.56115e-06 6.78128e-06 4.35604e-05 0.00391362 1.53139e-05 1.1461e-05 6.1825e-06 1.43602e-05 4.81569e-35 8.46477e-06 6.49589e-06 5.6861e-06 1.44484e-05 1.05228e-05 3.14299e-05 0 5.83568e-06 9.64317e-35 2.37044e-35 1.25875e-05 8.99008e-06 8.5268e-06 8.69892e-06 5.12771e-06 0 1.33562e-05 0 0 6.72938e-06 9.78739e-06 5.6671e-06 5.11035e-06 8.63994e-06 0 0 1.15174e-05 Variance: 7.16947e-07 Variances/cluster: 2.614e-08 1.7043e-07 3.2709e-08 2.76763e-08 2.7222e-06 0.00391989 4.27622e-08 5.4833e-08 2.37768e-08 4.75466e-08 2.67973e-31 3.69608e-08 3.04945e-08 2.51575e-08 3.86195e-08 5.31284e-08 3.11154e-07 0 1.42286e-07 6.86694e-32 0 4.46325e-08 5.19489e-08 3.0021e-08 5.33516e-08 2.3847e-08 0 3.77262e-08 0 0 3.29843e-08 4.7962e-08 3.75261e-08 2.44487e-08 5.8373e-08 0 0 4.79739e-08 -------------------------------------------------------------- Initialization seed trial #575 of 1000; initialization seed = 493577800 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 717408 Distortion: 0.000304488 Distortions/cluster: 5.41243e-06 4.35604e-05 2.37044e-35 8.68737e-06 7.02459e-06 7.591e-06 0 3.28529e-05 5.4506e-06 1.08283e-34 1.06402e-05 8.98207e-06 8.21565e-06 7.90745e-06 7.40937e-06 9.58475e-06 6.70463e-06 5.16527e-06 1.02405e-05 9.85554e-06 4.81569e-35 9.0342e-06 6.79465e-06 9.45647e-06 1.10909e-05 1.65544e-05 1.25375e-05 3.34172e-06 9.64317e-35 9.86897e-06 1.27749e-35 8.63406e-06 5.96211e-06 0 9.04437e-06 6.88433e-06 0 0 Variance: 5.17661e-08 Variances/cluster: 3.58406e-08 2.7222e-06 0 5.32807e-08 2.85528e-08 3.32909e-08 0 3.12848e-07 3.78483e-08 0 3.24362e-08 4.67666e-08 3.3394e-08 2.6712e-08 2.45322e-08 5.04298e-08 2.77027e-08 2.96827e-08 4.07856e-08 2.18977e-07 2.67973e-31 4.30165e-08 5.5689e-08 2.74069e-08 3.79702e-08 5.72627e-08 3.35198e-08 3.75445e-08 6.86694e-32 5.24776e-08 0 5.16842e-08 6.7745e-08 0 5.13845e-08 3.04581e-08 0 0 -------------------------------------------------------------- Initialization seed trial #576 of 1000; initialization seed = 493577801 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 691565 Distortion: 0.000541821 Distortions/cluster: 1.27749e-35 4.85386e-06 6.03363e-06 6.48549e-06 9.0001e-06 1.59192e-05 5.58075e-06 9.25858e-06 1.08283e-34 0 1.68922e-05 9.86183e-06 5.91482e-06 1.05525e-05 9.64317e-35 6.49344e-06 4.01971e-06 4.01256e-06 1.66555e-05 8.31849e-06 7.30806e-06 5.55674e-06 5.55364e-06 7.28628e-06 2.37044e-35 7.41655e-06 6.44655e-06 3.65529e-06 7.49154e-06 8.07174e-06 4.41472e-06 0.000274769 0 2.45348e-05 7.95938e-06 1.80863e-05 0 1.3418e-05 Variance: 9.21151e-08 Variances/cluster: 0 2.6377e-08 3.42786e-08 2.93435e-08 5.20069e-08 7.5794e-07 5.36578e-08 3.90622e-08 0 0 4.42059e-08 5.32911e-08 2.84342e-08 4.45216e-08 6.86694e-32 2.38708e-08 2.42125e-08 3.01661e-08 4.12131e-08 3.60076e-08 7.94292e-08 4.48085e-08 3.32524e-08 2.62073e-08 0 2.99029e-08 3.22299e-08 2.10049e-08 3.13426e-08 5.80651e-08 2.55156e-08 2.95421e-06 0 2.72576e-06 1.69297e-07 5.46237e-08 0 5.68376e-08 -------------------------------------------------------------- Initialization seed trial #577 of 1000; initialization seed = 493577802 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 722358 Distortion: 0.000274887 Distortions/cluster: 7.43712e-06 1.19584e-05 7.10551e-06 1.07906e-05 1.59192e-05 9.82739e-06 1.44708e-05 9.40877e-06 5.95023e-06 5.56299e-06 9.86198e-06 7.83783e-06 8.76032e-06 9.64317e-35 7.92634e-06 4.56695e-06 8.66831e-06 1.01685e-05 0 1.27749e-35 2.37044e-35 1.30809e-05 8.98147e-06 4.81569e-35 6.50573e-06 6.29564e-06 0 0 1.24851e-05 2.45348e-05 7.1221e-06 5.45067e-06 0 5.5155e-06 4.20241e-06 1.08283e-34 1.70413e-05 7.44977e-06 Variance: 4.67335e-08 Variances/cluster: 3.34974e-08 3.54734e-08 3.10257e-08 2.80979e-08 7.5794e-07 5.14357e-08 4.41039e-08 5.37482e-08 4.16066e-08 4.41468e-08 4.36335e-08 4.80694e-08 3.33063e-08 6.86694e-32 5.74323e-08 1.69132e-07 9.63048e-08 2.75536e-08 0 0 0 3.26178e-08 5.1601e-08 2.67973e-31 3.22035e-08 3.08578e-08 0 0 3.43913e-08 2.72576e-06 3.10972e-08 4.43105e-08 0 1.37842e-07 4.16055e-08 0 4.98124e-08 2.811e-08 -------------------------------------------------------------- Initialization seed trial #578 of 1000; initialization seed = 493577803 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 716965 Distortion: 0.00031224 Distortions/cluster: 5.11331e-06 3.14299e-05 5.67621e-06 2.37044e-35 4.82816e-06 3.22719e-06 8.27326e-06 4.81569e-35 2.47813e-06 6.08728e-06 3.96262e-06 8.27643e-06 1.27749e-35 1.1969e-05 6.92272e-06 0 2.34859e-05 2.61081e-06 4.24467e-06 9.64317e-35 7.51897e-06 7.79439e-06 5.78742e-06 2.9207e-05 1.08283e-34 1.76673e-05 7.19628e-06 8.21027e-06 0 5.2944e-06 4.35604e-05 2.54181e-05 0 0 7.24378e-06 7.62413e-06 3.4326e-06 7.69902e-06 Variance: 5.30839e-08 Variances/cluster: 1.7043e-07 3.11154e-07 3.75877e-08 0 3.6574e-08 4.03362e-08 3.58118e-08 2.67973e-31 5.16235e-08 1.44887e-07 4.21529e-08 3.33698e-08 0 3.35237e-08 2.72517e-08 0 6.72738e-08 3.26325e-08 4.24431e-08 6.86694e-32 2.76409e-08 4.53119e-08 2.45201e-08 5.55087e-08 0 6.11128e-08 3.93204e-08 3.02932e-08 0 3.62588e-08 2.7222e-06 4.6453e-08 0 0 2.82936e-08 2.62878e-08 4.76709e-08 2.46742e-08 -------------------------------------------------------------- Initialization seed trial #579 of 1000; initialization seed = 493577804 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 601265 Distortion: 0.00419619 Distortions/cluster: 2.09372e-06 0 5.64206e-06 1.87447e-05 3.48678e-06 5.73219e-06 6.32071e-06 5.23137e-06 0.00391362 9.19934e-06 9.77656e-06 6.15691e-06 2.02668e-06 3.33344e-06 7.5296e-06 2.27217e-05 5.04123e-06 6.35733e-06 5.35345e-06 4.81569e-35 5.69935e-06 6.59119e-06 2.91092e-05 6.59861e-06 4.5437e-06 6.96885e-06 7.11145e-06 6.10909e-06 1.59192e-05 7.82066e-06 5.67004e-06 2.45348e-05 5.73081e-06 9.64317e-35 2.37044e-35 2.54181e-05 0 0 Variance: 7.13396e-07 Variances/cluster: 1.61041e-07 0 2.39049e-08 6.33065e-08 2.81159e-08 2.7036e-08 2.57966e-08 2.32478e-08 0.00391989 3.48429e-08 3.06449e-08 2.71198e-08 9.21139e-08 3.7877e-08 3.94187e-08 6.62233e-08 3.73394e-08 3.49271e-08 3.34562e-08 2.67973e-31 2.73983e-08 4.252e-08 5.54284e-08 5.49836e-08 4.24618e-08 3.22604e-08 2.72446e-08 1.45406e-07 7.5794e-07 9.42152e-08 3.20309e-08 2.72576e-06 4.40794e-08 6.86694e-32 0 4.6453e-08 0 0 -------------------------------------------------------------- Initialization seed trial #580 of 1000; initialization seed = 493577805 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 600572 Distortion: 0.00419934 Distortions/cluster: 3.09917e-06 7.26098e-06 3.76571e-06 6.45507e-06 6.23756e-06 2.14165e-05 4.49187e-06 6.12522e-06 5.86419e-06 2.25077e-05 2.38791e-05 1.32086e-05 5.17368e-06 3.55107e-06 1.87746e-05 2.37044e-35 6.83697e-06 1.59192e-05 5.29486e-06 0.00391362 0 4.9689e-06 2.45348e-05 5.99041e-06 5.30821e-06 3.89597e-06 8.24883e-06 8.42494e-06 4.18768e-06 4.81569e-35 3.94541e-06 6.99801e-06 0 3.62624e-06 3.58699e-06 1.571e-05 6.4252e-06 9.64317e-35 Variance: 7.1393e-07 Variances/cluster: 3.6458e-08 3.05057e-08 2.91881e-08 2.92059e-08 2.31e-08 7.06594e-08 2.50917e-08 3.06234e-08 2.83269e-08 5.93676e-08 6.01297e-08 1.28225e-07 3.0977e-08 2.07641e-08 4.61142e-08 0 2.74554e-08 7.5794e-07 3.39383e-08 0.00391989 0 4.35831e-08 2.72576e-06 5.70479e-08 6.10086e-08 2.38991e-08 6.59853e-08 3.56958e-08 2.46305e-08 2.67973e-31 2.94406e-08 3.82373e-08 0 5.41182e-08 3.89856e-08 5.97148e-08 2.54946e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #581 of 1000; initialization seed = 493577806 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 721473 Distortion: 0.000279156 Distortions/cluster: 5.43744e-06 1.17545e-05 7.18923e-06 1.21443e-05 7.04381e-06 1.25884e-05 1.08283e-34 6.85328e-06 8.25711e-06 4.81569e-35 1.01887e-05 9.64317e-35 5.98679e-06 2.37044e-35 1.27749e-35 8.19196e-06 0 0 7.44994e-06 1.53754e-05 6.3187e-06 6.41511e-06 1.31287e-05 8.05242e-06 7.85926e-06 0 9.23018e-06 7.75756e-06 1.07333e-05 9.47321e-06 8.58404e-06 1.59192e-05 9.2706e-06 2.45348e-05 0 9.49272e-06 7.48418e-06 6.44068e-06 Variance: 4.74593e-08 Variances/cluster: 4.38359e-08 4.8357e-08 3.07205e-08 3.40067e-08 3.02274e-08 3.45804e-08 0 4.7577e-08 5.81437e-08 2.67973e-31 2.79109e-08 6.86694e-32 2.8642e-08 0 0 2.10018e-07 0 0 4.4607e-08 6.80102e-08 4.32646e-08 3.37605e-08 3.28188e-08 2.91729e-08 3.49268e-08 0 4.39497e-08 4.43146e-08 2.79489e-08 5.3504e-08 3.3398e-08 7.5794e-07 1.00757e-07 2.72576e-06 0 5.15869e-08 5.23213e-08 4.32222e-08 -------------------------------------------------------------- Initialization seed trial #582 of 1000; initialization seed = 493577807 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 689919 Distortion: 0.000560881 Distortions/cluster: 4.75065e-06 1.59251e-05 4.10814e-06 9.42447e-06 5.86523e-06 0 4.38955e-06 9.87682e-06 5.9506e-06 1.08283e-34 1.24602e-05 7.47137e-06 6.45132e-06 9.64317e-35 7.98155e-06 6.5178e-06 4.00225e-05 8.53569e-06 6.8968e-06 4.0113e-06 6.30189e-06 9.25746e-06 5.27634e-06 0.000296857 1.68346e-05 6.11254e-06 1.27749e-35 2.37044e-35 0 8.30864e-06 8.86249e-06 1.37651e-05 4.12444e-06 0 5.93951e-06 7.25623e-06 7.372e-06 3.97263e-06 Variance: 9.53554e-08 Variances/cluster: 6.013e-08 4.0202e-08 2.32073e-08 3.12037e-08 2.53884e-08 0 3.15758e-08 4.13222e-08 4.44037e-08 0 5.93158e-08 1.62372e-07 3.43123e-08 6.86694e-32 4.48257e-08 3.05973e-08 3.6714e-07 3.69478e-08 2.80333e-08 4.22206e-08 3.19865e-08 6.25448e-08 4.35918e-08 1.9788e-05 4.42871e-08 5.40899e-08 0 0 0 6.54171e-08 5.33717e-08 5.29262e-08 2.22916e-08 0 2.35674e-08 2.56382e-08 2.78165e-08 2.49822e-08 -------------------------------------------------------------- Initialization seed trial #583 of 1000; initialization seed = 493577808 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 718045 Distortion: 0.000297901 Distortions/cluster: 6.41887e-06 3.14299e-05 6.47623e-06 4.48765e-06 1.2457e-05 4.08646e-06 5.62151e-06 6.72404e-06 3.86524e-06 3.82731e-06 4.42526e-06 3.1843e-06 5.51717e-06 9.64317e-35 2.37044e-35 1.16737e-05 3.22994e-06 1.7103e-05 1.14099e-05 4.26968e-06 5.20278e-06 6.09888e-06 5.93343e-06 4.81569e-35 7.04464e-06 1.08283e-34 0 4.35604e-05 1.03899e-05 1.3865e-05 1.38453e-05 6.06113e-06 5.11331e-06 4.79027e-06 6.29797e-06 6.51761e-06 1.27749e-35 1.69733e-05 Variance: 5.06462e-08 Variances/cluster: 3.17733e-08 3.11154e-07 2.86533e-08 4.23337e-08 3.36646e-08 3.4628e-08 3.14023e-08 5.51103e-08 2.5096e-08 2.22492e-08 2.34115e-08 2.69824e-08 4.37833e-08 6.86694e-32 0 3.24242e-08 3.71228e-08 4.14988e-08 5.48379e-08 3.55775e-08 3.71597e-08 2.53043e-08 6.18008e-08 2.67973e-31 3.93522e-08 0 0 2.7222e-06 4.85353e-08 5.29033e-08 6.15153e-08 1.44265e-07 1.7043e-07 2.81755e-08 2.29833e-08 2.78507e-08 0 4.36187e-08 -------------------------------------------------------------- Initialization seed trial #584 of 1000; initialization seed = 493577809 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 600121 Distortion: 0.00421257 Distortions/cluster: 9.23755e-06 5.13166e-06 7.16401e-06 0 9.40582e-06 2.75157e-06 9.85554e-06 4.90028e-06 1.36945e-05 5.85276e-06 4.72549e-06 1.48078e-05 5.83597e-06 7.02869e-06 6.19916e-06 1.90515e-05 5.35689e-06 5.48216e-06 9.64317e-35 6.69453e-06 4.35604e-05 2.37044e-35 0.00391362 6.59861e-06 4.5437e-06 5.37091e-06 3.28529e-05 1.04221e-05 5.78258e-06 4.81569e-35 6.79104e-06 0 6.80345e-06 9.92369e-06 6.46782e-06 7.7726e-06 5.42179e-06 3.45609e-06 Variance: 7.16179e-07 Variances/cluster: 5.24691e-08 3.74543e-08 3.89315e-08 0 4.74889e-08 3.57315e-08 2.18977e-07 2.53871e-08 3.86724e-08 3.08009e-08 2.68467e-08 4.88549e-08 2.84657e-08 2.75611e-08 2.30432e-08 5.78883e-08 2.91101e-08 2.52612e-08 6.86694e-32 2.60465e-08 2.7222e-06 0 0.00391989 5.49836e-08 4.24618e-08 3.0171e-08 3.12848e-07 5.31567e-08 4.4138e-08 2.67973e-31 2.78297e-08 0 5.81438e-08 5.60491e-08 3.21752e-08 3.46961e-08 2.39875e-08 3.7976e-08 -------------------------------------------------------------- Initialization seed trial #585 of 1000; initialization seed = 493577810 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 600345 Distortion: 0.00420704 Distortions/cluster: 8.65923e-06 5.63678e-06 5.96345e-06 3.13217e-06 1.01422e-05 6.82351e-06 5.2374e-06 3.14299e-05 5.14842e-06 5.29704e-06 7.9543e-06 6.01526e-06 5.11331e-06 9.64317e-35 9.0924e-06 4.40583e-06 6.67426e-06 9.02013e-06 4.35604e-05 5.23574e-06 5.5152e-06 6.70454e-06 9.04831e-06 1.15174e-05 1.44484e-05 1.53139e-05 1.02736e-05 9.58475e-06 0.00391362 4.81569e-35 0 5.54254e-06 2.37044e-35 5.20588e-06 5.52778e-06 0 5.83568e-06 4.35612e-06 Variance: 7.15239e-07 Variances/cluster: 4.89177e-08 3.80829e-08 2.68598e-08 3.68462e-08 3.01825e-08 2.95364e-08 2.87736e-08 3.11154e-07 3.3e-08 2.58362e-08 2.66007e-08 5.46794e-08 1.7043e-07 6.86694e-32 5.41052e-08 4.31907e-08 2.43565e-08 3.46898e-08 2.7222e-06 3.8214e-08 3.93909e-08 3.27022e-08 5.1985e-08 4.79739e-08 3.86195e-08 4.27622e-08 5.26681e-08 4.767e-08 0.00391989 2.67973e-31 0 2.40953e-08 0 2.44386e-08 3.27055e-08 0 1.42286e-07 4.22898e-08 -------------------------------------------------------------- Initialization seed trial #586 of 1000; initialization seed = 493577811 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 716649 Distortion: 0.000307253 Distortions/cluster: 9.07968e-06 1.28287e-05 2.95966e-06 6.28373e-06 5.20536e-06 4.35604e-05 5.10857e-06 1.0489e-05 9.33375e-06 4.41752e-06 1.08283e-34 5.19974e-06 1.05017e-05 5.71294e-06 2.259e-05 6.54887e-06 1.27749e-35 7.46015e-06 1.27851e-05 9.64317e-35 9.01128e-06 1.1783e-05 4.37191e-06 3.58104e-05 6.34202e-06 5.86147e-06 3.59472e-06 4.81569e-35 2.37044e-35 0 6.06639e-06 2.93075e-06 0 1.55826e-05 9.84507e-06 9.00792e-06 1.98602e-06 4.99478e-06 Variance: 5.22362e-08 Variances/cluster: 4.0896e-08 4.64767e-08 3.56558e-08 3.41477e-08 4.37388e-08 2.7222e-06 2.9357e-08 3.25712e-08 5.2127e-08 4.24725e-08 0 2.29037e-08 5.3291e-08 3.12147e-08 5.94277e-08 2.79842e-08 0 3.37534e-08 5.21675e-08 6.86694e-32 1.08561e-07 7.22664e-08 2.08168e-08 3.16869e-07 3.03419e-08 2.53721e-08 2.31897e-08 2.67973e-31 0 0 2.93028e-08 2.36328e-08 0 4.11017e-08 4.80093e-08 3.02253e-08 5.09191e-08 4.94502e-08 -------------------------------------------------------------- Initialization seed trial #587 of 1000; initialization seed = 493577812 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 490764 Distortion: 0.0488432 Distortions/cluster: 5.4112e-06 4.35604e-05 5.24575e-06 6.88993e-06 4.89366e-06 5.25425e-06 7.01266e-06 6.51984e-06 0.00391362 5.20049e-06 9.12794e-06 6.95445e-06 3.55025e-06 5.88155e-06 5.84735e-06 6.09886e-06 8.18365e-06 5.30717e-06 5.52816e-06 2.43487e-06 5.76269e-06 9.74599e-06 8.58617e-06 5.53659e-06 9.611e-06 3.26779e-06 6.43094e-06 6.06942e-06 6.03489e-06 0.0446389 1.17008e-05 9.89288e-06 6.83235e-06 3.38104e-05 5.58884e-06 8.30324e-06 4.81569e-35 4.61539e-06 Variance: 8.30385e-06 Variances/cluster: 2.92463e-08 2.7222e-06 4.33391e-08 5.1402e-08 2.64496e-08 4.86353e-08 4.3815e-08 3.19572e-08 0.00391989 2.5742e-08 4.26504e-08 6.43874e-08 3.81718e-08 1.43407e-07 3.63072e-08 4.48298e-08 9.09226e-08 2.34804e-08 3.15863e-08 3.2035e-08 2.5053e-08 3.23681e-08 5.0503e-08 2.89849e-08 4.02097e-08 2.57284e-08 4.76213e-08 2.18305e-08 2.70599e-08 0.0422886 4.55134e-08 3.10095e-08 5.5998e-08 3.13025e-07 2.69969e-08 4.235e-08 2.67973e-31 3.27304e-08 -------------------------------------------------------------- Initialization seed trial #588 of 1000; initialization seed = 493577813 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 718490 Distortion: 0.000295372 Distortions/cluster: 4.81569e-35 6.55786e-06 9.74038e-06 9.64317e-35 5.08567e-06 9.71413e-06 6.25738e-06 7.67747e-06 5.38888e-06 6.54006e-06 5.11331e-06 7.06271e-06 7.81429e-06 1.47101e-05 6.79634e-06 8.0558e-06 1.00229e-05 7.01272e-06 2.37044e-35 3.14299e-05 0 6.86835e-06 5.51742e-06 5.83971e-06 3.27722e-06 0 1.53139e-05 1.08283e-34 1.27749e-35 8.62783e-06 7.08932e-06 7.33672e-06 1.17984e-05 4.15168e-06 4.35604e-05 9.0644e-06 5.83568e-06 6.11125e-06 Variance: 5.02163e-08 Variances/cluster: 2.67973e-31 2.9404e-08 4.77316e-08 6.86694e-32 3.79497e-08 2.99793e-08 2.69691e-08 3.10802e-08 3.32609e-08 5.49537e-08 1.7043e-07 2.44363e-08 3.16336e-08 3.8903e-08 5.96116e-08 2.56525e-08 5.24591e-08 4.0768e-08 0 3.11154e-07 0 3.20922e-08 4.37853e-08 2.45345e-08 3.76662e-08 0 4.27622e-08 0 0 5.16469e-08 3.91642e-08 2.78939e-08 4.83387e-08 4.15142e-08 2.7222e-06 5.39386e-08 1.42286e-07 3.07071e-08 -------------------------------------------------------------- Initialization seed trial #589 of 1000; initialization seed = 493577814 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 76 BIC score: 718468 Distortion: 0.000299061 Distortions/cluster: 7.02812e-06 6.98575e-06 7.98518e-06 4.81569e-35 8.8494e-06 8.87078e-06 1.08283e-34 4.59241e-06 8.11292e-06 2.37044e-35 5.11331e-06 4.35604e-05 1.24345e-05 7.70158e-06 6.33654e-06 6.66443e-06 3.1695e-05 4.19902e-06 3.11973e-06 5.75372e-06 1.16425e-05 7.71323e-06 0 5.34979e-06 5.5155e-06 0 5.85712e-06 7.18832e-06 1.30893e-05 1.70723e-05 9.64317e-35 1.27749e-35 7.48279e-06 6.60631e-06 1.5573e-05 4.37044e-06 0 1.25981e-05 Variance: 5.08435e-08 Variances/cluster: 3.41136e-08 3.9023e-08 4.99035e-08 2.67973e-31 3.22943e-08 3.90747e-08 0 4.13595e-08 5.13314e-08 0 1.7043e-07 2.7222e-06 3.42518e-08 4.45034e-08 5.55788e-08 4.82773e-08 3.10701e-07 4.19868e-08 3.80426e-08 4.16805e-08 2.91037e-08 3.72582e-08 0 3.11008e-08 1.37842e-07 0 4.12338e-08 2.69202e-08 3.23964e-08 3.20269e-08 6.86694e-32 0 5.05442e-08 4.3175e-08 4.37299e-08 2.97284e-08 0 3.66105e-08 -------------------------------------------------------------- Initialization seed trial #590 of 1000; initialization seed = 493577815 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 689897 Distortion: 0.000572069 Distortions/cluster: 6.56249e-06 1.08283e-34 6.76617e-06 3.52768e-05 1.27716e-05 9.41978e-06 9.64317e-35 2.37044e-35 0 5.21097e-06 3.38382e-06 6.56117e-06 0 9.19448e-06 5.58202e-06 7.60168e-06 1.27749e-35 1.49315e-05 0 8.13173e-06 7.86743e-06 1.89216e-05 6.82757e-06 7.05217e-06 1.64912e-05 6.24091e-06 4.73432e-06 2.79156e-06 4.17106e-06 1.66663e-05 0.000300791 1.2043e-05 3.19834e-06 0 2.25891e-05 0 1.02888e-05 0 Variance: 9.72576e-08 Variances/cluster: 2.91638e-08 0 5.28564e-08 3.35931e-07 2.28011e-07 3.37597e-08 6.86694e-32 0 0 5.21065e-08 4.07653e-08 2.65612e-08 0 2.77747e-08 3.48847e-08 3.37823e-08 0 5.78553e-08 0 2.54891e-08 2.79955e-08 6.43392e-08 3.03421e-08 2.95035e-08 4.07058e-08 3.44767e-08 5.50455e-08 3.57864e-08 4.43693e-08 4.57713e-08 1.87971e-05 4.27018e-08 3.63417e-08 0 5.71694e-08 0 2.99938e-08 0 -------------------------------------------------------------- Initialization seed trial #591 of 1000; initialization seed = 493577816 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 600989 Distortion: 0.00419409 Distortions/cluster: 2.45348e-05 9.15209e-06 1.59192e-05 8.09801e-06 5.24316e-06 6.90449e-06 9.83438e-06 4.81569e-35 4.5868e-06 1.26685e-05 1.93028e-05 9.64317e-35 2.37044e-35 9.10307e-06 4.09844e-06 0.00391362 8.60257e-06 0 1.99611e-05 6.13837e-06 4.85737e-06 5.54038e-06 9.94774e-06 1.0607e-05 1.14477e-05 0 3.80545e-06 0 0 6.49947e-06 3.68889e-06 5.4484e-06 6.02082e-06 1.45285e-05 9.41119e-06 8.07528e-06 1.04867e-05 5.9578e-06 Variance: 7.13038e-07 Variances/cluster: 2.72576e-06 6.98577e-08 7.5794e-07 2.52252e-08 2.48462e-08 3.73183e-08 4.77243e-08 2.67973e-31 3.34773e-08 4.60636e-08 4.47716e-08 6.86694e-32 0 3.0442e-08 2.75037e-08 0.00391989 5.85159e-08 0 4.50441e-08 1.46104e-07 3.62458e-08 2.97843e-08 5.34654e-08 5.35535e-08 5.69496e-08 0 2.33443e-08 0 0 6.69989e-08 2.90438e-08 2.61919e-08 2.47743e-08 5.88018e-08 2.91343e-08 2.92558e-08 1.10375e-07 3.08658e-08 -------------------------------------------------------------- Initialization seed trial #592 of 1000; initialization seed = 493577817 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 691292 Distortion: 0.000545303 Distortions/cluster: 1.9041e-05 8.21118e-06 8.50904e-06 1.43989e-05 9.64317e-35 1.59192e-05 4.11931e-06 3.83143e-06 2.45348e-05 1.07066e-05 8.10683e-06 3.99581e-06 4.2819e-06 1.66175e-05 5.3525e-06 2.2375e-05 1.27749e-35 7.45e-06 1.63634e-05 1.08283e-34 2.37044e-35 5.96812e-06 7.30433e-06 4.22416e-06 4.27708e-06 8.3875e-06 6.02654e-06 5.16507e-06 6.07221e-06 5.13789e-06 0.00027363 0 5.9544e-06 5.93194e-06 7.47316e-06 5.93661e-06 0 0 Variance: 9.27071e-08 Variances/cluster: 6.49662e-08 2.91152e-08 1.77218e-07 5.80413e-08 6.86694e-32 7.5794e-07 2.30105e-08 2.25351e-08 2.72576e-06 4.38757e-08 5.7901e-08 2.29624e-08 3.12511e-08 4.36011e-08 2.78752e-08 5.75009e-08 0 3.41713e-08 4.07932e-08 0 0 2.86903e-08 4.77364e-08 2.55987e-08 2.48638e-08 6.55221e-08 5.42897e-08 3.03799e-08 4.56518e-08 2.64813e-08 3.00664e-06 0 3.42177e-08 2.46117e-08 3.15296e-08 3.27959e-08 0 0 -------------------------------------------------------------- Initialization seed trial #593 of 1000; initialization seed = 493577818 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 505566 Distortion: 0.0359211 Distortions/cluster: 9.72081e-06 8.30864e-06 7.92977e-06 1.27749e-35 4.66165e-06 9.4048e-06 5.1313e-06 1.42123e-05 3.30274e-05 1.25024e-05 1.03151e-05 1.01137e-05 1.31443e-05 9.79078e-06 7.92513e-06 3.1421e-06 4.32536e-06 1.08283e-34 0.0356196 7.08297e-06 7.37703e-06 9.09979e-06 2.37044e-35 4.35604e-05 2.88935e-06 7.46355e-06 3.34701e-06 5.11607e-06 8.23169e-06 1.20582e-05 3.42471e-06 0 6.35942e-06 3.98904e-06 1.26429e-05 5.22899e-06 0 4.81569e-35 Variance: 6.10695e-06 Variances/cluster: 2.02457e-07 5.85066e-08 2.89382e-08 0 3.98301e-08 3.06319e-08 4.20473e-08 3.50027e-08 3.11546e-07 3.30723e-08 5.26239e-08 4.6807e-08 4.6279e-08 8.90001e-08 3.22131e-08 4.55226e-08 4.00364e-08 0 0.035575 3.52272e-08 2.82612e-08 3.13683e-08 0 2.7222e-06 4.01175e-08 2.43885e-08 3.63688e-08 4.0271e-08 2.77129e-08 3.29427e-08 3.80398e-08 0 4.89138e-08 5.86446e-08 4.15847e-08 3.90098e-08 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #594 of 1000; initialization seed = 493577819 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 61 BIC score: 505156 Distortion: 0.0358972 Distortions/cluster: 4.82879e-06 1.25053e-05 7.249e-06 4.22349e-06 1.68505e-05 0.0356196 4.81569e-35 6.23853e-06 2.06284e-05 5.65382e-06 1.15075e-05 6.29971e-06 1.08283e-34 6.17365e-06 2.45348e-05 7.42692e-06 1.15428e-05 6.0815e-06 5.64375e-06 7.3298e-06 3.72079e-06 1.27749e-35 7.77909e-06 1.89901e-05 5.18974e-06 4.45366e-06 2.37044e-35 5.54985e-06 0 3.69576e-06 1.59192e-05 1.24497e-05 5.67363e-06 6.3283e-06 9.54125e-06 3.80544e-06 4.2999e-06 5.56839e-06 Variance: 6.1029e-06 Variances/cluster: 2.47608e-08 6.12955e-08 4.55763e-08 3.03813e-08 4.11957e-08 0.035575 2.67973e-31 2.98468e-08 4.94645e-08 2.92911e-08 4.18321e-08 2.94353e-08 0 1.46945e-07 2.72576e-06 4.91691e-08 1.17772e-07 3.5982e-08 2.80756e-08 5.234e-08 2.18851e-08 0 4.54771e-08 7.3886e-08 3.22316e-08 2.81852e-08 0 2.28369e-08 0 2.08775e-08 7.5794e-07 4.38226e-08 4.43107e-08 3.53502e-08 3.30039e-08 2.34878e-08 2.96519e-08 4.92624e-08 -------------------------------------------------------------- Initialization seed trial #595 of 1000; initialization seed = 493577820 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 505075 Distortion: 0.0359119 Distortions/cluster: 6.78307e-06 8.25711e-06 7.63492e-06 4.32681e-06 1.06426e-05 5.25441e-06 7.33453e-06 8.44354e-06 2.87755e-05 6.64727e-06 5.98156e-06 5.64436e-06 5.90749e-06 4.81569e-35 6.07811e-06 1.27749e-35 5.7221e-06 1.07748e-05 2.37044e-35 5.83568e-06 1.08283e-34 0.0356196 4.04877e-06 4.35604e-05 1.08401e-05 5.70241e-06 8.60531e-06 8.95655e-06 9.2633e-06 0 9.19089e-06 4.93956e-06 5.48662e-06 1.2138e-05 7.06133e-06 9.1042e-06 6.83607e-06 6.59577e-06 Variance: 6.10539e-06 Variances/cluster: 1.61488e-07 5.81437e-08 5.30045e-08 4.11941e-08 4.15591e-08 4.07185e-08 2.88736e-08 5.31e-08 3.30716e-07 5.07264e-08 3.05146e-08 2.93881e-08 2.56825e-08 2.67973e-31 2.50101e-08 0 3.28749e-08 3.06077e-08 0 1.42286e-07 0 0.035575 3.92959e-08 2.7222e-06 3.30457e-08 2.5917e-08 3.89256e-08 5.05981e-08 4.36912e-08 0 2.65609e-08 4.53023e-08 3.47224e-08 4.72252e-08 2.83563e-08 3.67073e-08 4.77894e-08 3.02532e-08 -------------------------------------------------------------- Initialization seed trial #596 of 1000; initialization seed = 493577821 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 75 BIC score: 690076 Distortion: 0.000567031 Distortions/cluster: 3.99549e-06 4.64981e-06 7.02883e-06 1.29459e-05 1.31278e-05 2.37044e-35 1.33051e-05 1.65392e-05 3.57939e-06 5.17681e-06 0.000287146 1.08283e-34 0 6.01564e-06 4.67043e-05 1.28604e-05 1.2881e-05 1.27749e-35 5.39025e-06 6.2009e-06 1.33093e-05 5.70743e-06 1.33382e-05 5.38615e-06 4.14216e-06 8.88003e-06 6.27062e-06 5.25834e-06 4.3065e-06 9.64317e-35 5.68692e-06 0 1.11997e-05 0 6.54649e-06 6.164e-06 1.32883e-05 0 Variance: 9.64011e-08 Variances/cluster: 4.34148e-08 4.11352e-08 3.1801e-08 5.50847e-08 3.3658e-08 0 3.35112e-08 4.02379e-08 5.26222e-08 4.42322e-08 3.08729e-06 0 0 3.49633e-08 2.74699e-06 4.62567e-08 3.3894e-08 0 3.06163e-08 2.87045e-08 2.95665e-07 4.3555e-08 3.74637e-08 3.93025e-08 4.22532e-08 5.91951e-08 4.26436e-08 1.6961e-07 3.80981e-08 6.86694e-32 4.44143e-08 0 2.90123e-08 0 2.52733e-08 2.89295e-08 4.21812e-08 0 -------------------------------------------------------------- Initialization seed trial #597 of 1000; initialization seed = 493577822 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 505077 Distortion: 0.0359119 Distortions/cluster: 8.48068e-06 1.39022e-05 5.11331e-06 3.10311e-06 5.45023e-06 5.72456e-06 1.21488e-05 5.83568e-06 6.70371e-06 1.49714e-05 5.46464e-06 4.81569e-35 3.14299e-05 3.84861e-06 1.08283e-34 9.21286e-06 9.23755e-06 3.82182e-06 1.0241e-05 1.27749e-35 4.75043e-06 4.35604e-05 7.2068e-06 9.14736e-06 3.97686e-06 9.67038e-06 6.50827e-06 6.89249e-06 6.60568e-06 5.12615e-06 7.0824e-06 3.56742e-06 5.945e-06 0.0356196 1.01135e-05 2.37044e-35 3.85815e-06 3.64687e-06 Variance: 6.10539e-06 Variances/cluster: 3.5932e-08 4.26307e-08 1.7043e-07 3.65043e-08 5.24011e-08 5.40006e-08 3.57201e-08 1.42286e-07 3.06079e-08 4.92323e-08 3.35226e-08 2.67973e-31 3.11154e-07 3.3175e-08 0 2.74979e-08 5.24691e-08 4.06542e-08 5.30452e-08 0 2.35149e-08 2.7222e-06 3.01504e-08 4.71362e-08 4.14231e-08 5.46184e-08 3.11373e-08 2.5716e-08 2.72938e-08 4.70247e-08 2.42527e-08 3.75486e-08 2.57337e-08 0.035575 3.17007e-08 0 2.94487e-08 3.96366e-08 -------------------------------------------------------------- Initialization seed trial #598 of 1000; initialization seed = 493577823 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 506228 Distortion: 0.0359328 Distortions/cluster: 6.28187e-06 1.03024e-05 4.69573e-06 3.19128e-06 3.14299e-05 0.0356196 1.13839e-05 4.35604e-05 2.37044e-35 5.40501e-06 5.06141e-06 2.25891e-05 9.87885e-06 1.54396e-05 7.40362e-06 1.62679e-05 1.27749e-35 0 1.08283e-34 1.60211e-05 0 1.89216e-05 1.0589e-05 5.63504e-06 8.37126e-06 6.68643e-06 7.39325e-06 0 1.13149e-05 5.5299e-06 7.43578e-06 6.09025e-06 0 0 7.10968e-06 4.81569e-35 0 9.21281e-06 Variance: 6.10893e-06 Variances/cluster: 3.12494e-08 3.15992e-08 2.86298e-08 3.71049e-08 3.11154e-07 0.035575 3.06817e-08 2.7222e-06 0 3.44237e-08 4.40085e-08 5.71694e-08 3.61831e-08 5.95931e-08 3.00934e-08 4.0354e-08 0 0 0 4.41208e-08 0 6.43392e-08 1.96041e-07 2.57278e-08 6.29367e-08 5.52549e-08 3.97453e-08 0 3.12539e-08 5.42113e-08 7.28931e-08 2.506e-08 0 0 2.87817e-08 2.67973e-31 0 2.64713e-08 -------------------------------------------------------------- Initialization seed trial #599 of 1000; initialization seed = 493577824 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 689762 Distortion: 0.000562029 Distortions/cluster: 5.88983e-06 1.15886e-05 1.29088e-05 1.0584e-05 5.62842e-06 8.68742e-06 2.37044e-35 1.08283e-34 7.64469e-06 3.96154e-06 8.72346e-06 5.67942e-06 3.3732e-06 6.2963e-06 0 5.38244e-06 6.58917e-06 7.89536e-06 6.46445e-06 9.93299e-06 6.96192e-06 0 0.000296991 1.06326e-05 4.35604e-05 7.95876e-06 7.13493e-06 9.15748e-06 7.05468e-06 1.27749e-35 9.64317e-35 7.30144e-06 6.89242e-06 4.25442e-06 5.11583e-06 7.09034e-06 7.30662e-06 7.38675e-06 Variance: 9.55507e-08 Variances/cluster: 2.7911e-08 3.29193e-08 3.2513e-08 2.74172e-08 3.72712e-08 3.38003e-08 0 0 2.78979e-08 4.40135e-08 4.33859e-08 4.2056e-08 3.78981e-08 3.348e-08 0 4.37453e-08 5.4905e-08 7.66479e-08 3.59102e-08 2.75121e-08 5.15536e-08 0 2.91137e-06 4.20125e-08 2.7222e-06 4.44582e-08 3.14211e-08 1.86833e-07 5.00182e-08 0 6.86694e-32 3.08042e-08 4.81833e-08 3.76465e-08 5.16718e-08 4.34849e-08 3.06974e-08 4.34475e-08 -------------------------------------------------------------- Initialization seed trial #600 of 1000; initialization seed = 493577825 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 76 BIC score: 693586 Distortion: 0.000520388 Distortions/cluster: 9.94786e-06 1.18458e-05 1.27749e-35 4.56695e-06 9.25067e-06 5.86421e-06 1.69013e-05 0.000272566 9.2223e-06 6.2844e-06 8.73123e-06 5.25522e-06 1.39022e-05 0 1.05621e-05 6.82946e-06 2.37044e-35 6.95003e-06 7.92768e-06 9.85484e-06 5.73945e-06 8.44672e-06 3.45816e-06 7.01081e-06 4.22625e-06 1.08283e-34 9.64317e-35 1.19584e-05 6.45786e-06 0 4.60473e-06 9.46623e-06 9.2675e-06 6.57672e-06 1.1463e-05 0 6.68176e-06 8.56793e-06 Variance: 8.84712e-08 Variances/cluster: 3.55249e-08 5.17243e-08 0 1.69132e-07 5.05338e-08 3.68781e-08 4.99877e-08 3.13264e-06 5.23825e-08 1.49579e-07 4.95933e-08 1.75159e-06 4.26307e-08 0 3.1246e-08 2.37939e-08 0 3.60075e-08 5.04907e-08 8.95767e-07 3.0364e-08 3.44734e-08 2.04601e-08 2.79291e-08 2.38745e-08 0 6.86694e-32 3.54734e-08 4.0355e-07 0 3.00927e-08 5.43872e-08 5.90237e-08 3.07297e-08 3.70938e-08 0 2.80719e-08 3.5256e-08 -------------------------------------------------------------- Initialization seed trial #601 of 1000; initialization seed = 493577826 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 600345 Distortion: 0.00421124 Distortions/cluster: 1.22829e-05 1.0241e-05 8.067e-06 4.08869e-06 6.8209e-06 1.44585e-05 5.83568e-06 0 6.56048e-06 1.32984e-05 7.95593e-06 3.70784e-06 8.86427e-06 1.32947e-05 9.30659e-06 3.72484e-06 0.00391362 6.0225e-06 5.09998e-06 1.09494e-05 9.23755e-06 9.45878e-06 4.29274e-06 5.55676e-06 4.04276e-06 5.56818e-06 3.14299e-05 4.36712e-06 1.04189e-05 6.11205e-06 4.81569e-35 8.43566e-06 9.64317e-35 2.37044e-35 0 4.35604e-05 4.55411e-06 0 Variance: 7.15953e-07 Variances/cluster: 4.59997e-08 5.30452e-08 2.91202e-08 3.12086e-08 2.20009e-07 4.23862e-08 1.42286e-07 0 2.92853e-08 4.76493e-08 3.37086e-08 2.11858e-08 3.04584e-08 3.78643e-08 4.72264e-08 2.24368e-08 0.00391989 2.92329e-08 2.99965e-08 4.10052e-08 5.24691e-08 5.46585e-08 2.32013e-08 2.50283e-08 2.4206e-08 3.23703e-08 3.11154e-07 2.28619e-08 5.26165e-08 3.96854e-08 2.67973e-31 5.8576e-08 6.86694e-32 0 0 2.7222e-06 3.22949e-08 0 -------------------------------------------------------------- Initialization seed trial #602 of 1000; initialization seed = 493577827 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 722117 Distortion: 0.000277567 Distortions/cluster: 1.08283e-34 1.59192e-05 8.11589e-06 0 1.37101e-05 1.16186e-05 2.45348e-05 2.17456e-06 8.39942e-06 7.02209e-06 7.42551e-06 4.56695e-06 7.92852e-06 1.09677e-05 8.82479e-06 6.31867e-06 3.19094e-06 2.48916e-06 2.74731e-06 6.68815e-06 1.11864e-05 1.56511e-05 5.00131e-06 1.27749e-35 6.08728e-06 9.64317e-35 9.72935e-06 1.13172e-05 2.37044e-35 3.63536e-06 1.87668e-05 1.31978e-05 0 4.25067e-06 6.75992e-06 0 1.93413e-05 4.81569e-35 Variance: 4.71892e-08 Variances/cluster: 0 7.5794e-07 3.46803e-08 0 5.8572e-08 2.82657e-08 2.72576e-06 5.05668e-08 9.43662e-08 3.83688e-08 4.07958e-08 1.69132e-07 2.48521e-08 5.37461e-08 2.99119e-08 3.54948e-08 3.7984e-08 4.01443e-08 3.47733e-08 2.70752e-08 3.22344e-08 3.72614e-08 3.70437e-08 0 1.44887e-07 6.86694e-32 5.34408e-08 4.98393e-08 0 4.17822e-08 4.44567e-08 3.46369e-08 0 4.16706e-08 3.43104e-08 0 4.38433e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #603 of 1000; initialization seed = 493577828 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 717755 Distortion: 0.000300239 Distortions/cluster: 8.61535e-06 9.93041e-06 0 4.35604e-05 5.12968e-06 6.86937e-06 2.37044e-35 8.59702e-06 7.22043e-06 4.81569e-35 9.63078e-06 9.65593e-06 9.34879e-06 1.25028e-05 4.94175e-06 6.84754e-06 8.91485e-06 1.1328e-05 6.59577e-06 5.2831e-06 5.8087e-06 6.73355e-06 6.05934e-06 6.79988e-06 1.26435e-05 8.45671e-06 3.35567e-05 1.27749e-35 9.89452e-06 9.64317e-35 1.08283e-34 0 5.78051e-06 7.09259e-06 1.02068e-05 5.55102e-06 6.68315e-06 0 Variance: 5.10437e-08 Variances/cluster: 5.90043e-08 3.32012e-08 0 2.7222e-06 5.12812e-08 2.70424e-08 0 4.67079e-08 2.38277e-08 2.67973e-31 5.17617e-08 4.23466e-08 3.02524e-08 4.3855e-08 2.521e-08 1.55579e-07 8.73939e-08 4.20979e-08 3.02532e-08 4.06259e-08 2.55867e-08 4.9134e-08 5.00622e-08 3.28468e-08 4.5806e-08 3.58304e-08 3.13581e-07 0 5.1263e-08 6.86694e-32 0 0 3.01033e-08 5.41371e-08 3.2195e-08 2.40277e-08 2.7844e-08 0 -------------------------------------------------------------- Initialization seed trial #604 of 1000; initialization seed = 493577829 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 600965 Distortion: 0.00421428 Distortions/cluster: 3.14299e-05 5.17917e-06 6.32096e-06 5.83568e-06 4.82626e-06 7.80202e-06 1.20902e-05 1.41633e-05 9.64317e-35 2.37044e-35 1.28876e-05 5.87417e-06 6.92226e-06 0 7.70017e-06 1.04956e-05 1.26827e-05 8.05699e-06 4.9966e-06 1.47051e-05 0.00391362 0 0 1.28372e-05 7.58691e-06 0 4.81569e-35 0 5.61378e-06 9.19239e-06 8.35888e-06 9.57348e-06 5.73234e-06 6.15555e-06 5.11331e-06 7.46905e-06 4.35604e-05 7.49324e-06 Variance: 7.1647e-07 Variances/cluster: 3.11154e-07 2.58935e-08 4.26954e-08 1.42286e-07 4.38607e-08 4.9364e-08 4.57925e-08 3.57628e-08 6.86694e-32 0 3.71279e-08 4.85318e-08 3.49578e-08 0 3.12978e-08 5.27376e-08 3.35492e-08 4.37839e-08 4.2692e-08 4.23637e-08 0.00391989 0 0 3.36902e-08 4.12294e-08 0 2.67973e-31 0 3.9254e-08 2.72739e-08 5.84487e-08 4.51434e-08 2.6414e-08 2.38566e-08 1.7043e-07 2.86146e-08 2.7222e-06 5.06148e-08 -------------------------------------------------------------- Initialization seed trial #605 of 1000; initialization seed = 493577830 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 30 BIC score: 597371 Distortion: 0.00446542 Distortions/cluster: 7.79589e-06 6.25132e-06 1.47873e-05 5.83568e-06 3.20582e-06 6.45532e-06 6.54405e-06 0.00391362 9.08955e-06 4.01663e-06 5.61772e-06 7.27614e-06 1.0035e-05 8.90642e-06 4.2838e-06 4.78632e-06 9.81661e-06 4.35713e-06 2.37044e-35 5.41776e-06 5.21352e-06 6.23829e-06 3.1764e-06 4.18392e-06 1.30859e-05 4.66299e-06 9.15231e-06 0 9.64317e-35 1.49875e-05 3.38921e-06 6.77714e-06 0.000296857 6.81497e-06 3.77725e-05 5.63641e-06 5.11331e-06 4.25734e-06 Variance: 7.59167e-07 Variances/cluster: 4.58433e-08 6.64972e-08 4.92753e-08 1.42286e-07 2.32279e-08 5.56444e-08 4.33348e-08 0.00391989 3.40403e-08 3.08935e-08 2.64964e-08 4.66278e-08 3.06855e-08 5.14783e-08 2.19656e-08 2.20548e-08 3.11609e-08 2.64045e-08 0 4.26455e-08 3.25816e-08 2.90128e-08 2.25253e-08 3.00967e-08 3.74834e-08 5.97638e-08 5.1985e-08 0 6.86694e-32 4.24435e-08 3.7655e-08 2.85931e-08 1.9788e-05 3.24493e-08 3.66684e-07 3.88685e-08 1.7043e-07 2.91573e-08 -------------------------------------------------------------- Initialization seed trial #606 of 1000; initialization seed = 493577831 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 549932 Distortion: 0.0129296 Distortions/cluster: 4.71482e-06 8.30942e-06 3.89928e-06 8.36859e-06 3.49997e-06 0 4.35604e-05 5.26507e-06 4.61504e-06 4.5399e-06 1.03309e-05 8.58283e-06 0.00391362 3.14299e-05 9.96527e-06 1.00708e-05 4.31473e-06 5.9645e-06 6.37181e-06 4.75514e-06 4.57036e-06 8.45189e-06 5.53823e-06 1.28117e-05 5.18097e-06 4.81569e-35 6.01572e-06 8.2873e-06 6.29366e-06 4.85057e-06 7.64426e-06 5.58068e-06 0.00872182 6.02146e-06 6.55483e-06 6.43701e-06 1.27659e-05 8.64374e-06 Variance: 2.19817e-06 Variances/cluster: 2.70943e-08 5.32496e-08 4.48156e-08 4.95145e-08 2.9163e-08 0 2.7222e-06 2.95764e-08 3.7215e-08 2.35201e-08 5.3511e-08 4.66308e-08 0.00391989 3.11154e-07 1.91588e-07 3.35584e-08 2.99608e-08 2.7109e-08 4.42342e-08 2.27492e-08 5.37642e-08 3.34038e-08 2.50577e-08 4.34156e-08 2.6297e-08 2.67973e-31 4.03706e-08 8.91045e-08 2.95451e-08 3.16995e-08 4.96221e-08 2.32508e-08 0.156503 3.16887e-08 3.15107e-08 7.66241e-08 4.46213e-08 2.92983e-08 -------------------------------------------------------------- Initialization seed trial #607 of 1000; initialization seed = 493577832 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 600911 Distortion: 0.00421342 Distortions/cluster: 6.64408e-06 5.39264e-06 4.81569e-35 1.04897e-05 3.10001e-05 1.29806e-05 5.42904e-06 8.43931e-06 9.40539e-06 7.27447e-06 8.21237e-06 0.00391362 6.89413e-06 8.85131e-06 7.12432e-06 5.71392e-06 1.43502e-05 7.68423e-06 1.09661e-05 6.797e-06 9.66097e-06 9.64317e-35 6.51489e-06 7.32359e-06 7.74696e-06 2.37044e-35 7.37899e-06 0 0 5.92666e-06 4.35604e-05 0 5.52446e-06 0 1.42472e-05 0 1.19688e-05 6.29696e-06 Variance: 7.16324e-07 Variances/cluster: 4.99398e-08 1.7394e-07 2.67973e-31 3.00539e-08 3.09968e-07 3.68734e-08 4.37682e-08 5.81972e-08 3.47032e-08 3.2765e-08 2.76487e-08 0.00391989 2.90863e-08 2.7571e-08 3.03136e-08 1.428e-07 4.67392e-08 2.54422e-08 4.3686e-08 4.71973e-08 4.35039e-08 6.86694e-32 4.86155e-08 4.4371e-08 5.26846e-08 0 2.97505e-08 0 0 4.62872e-08 2.7222e-06 0 4.45375e-08 0 4.25149e-08 0 3.61479e-08 3.61858e-08 -------------------------------------------------------------- Initialization seed trial #608 of 1000; initialization seed = 493577833 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 495280 Distortion: 0.044928 Distortions/cluster: 8.43566e-06 0.0446389 1.26098e-05 8.11416e-06 9.6413e-06 9.80438e-06 6.94242e-06 2.55391e-05 7.48136e-06 1.11136e-05 6.25582e-06 4.81021e-06 8.09058e-06 3.70649e-06 4.14966e-06 3.04967e-06 7.04308e-06 6.10998e-06 1.27749e-35 3.78917e-06 4.75148e-06 2.94549e-06 4.35604e-05 5.07852e-06 4.81569e-35 4.36505e-06 1.0063e-05 4.19801e-06 1.12727e-05 1.18288e-05 6.45086e-06 1.13726e-05 3.2431e-06 5.49246e-06 1.00204e-05 1.08283e-34 4.0663e-06 3.71477e-06 Variance: 7.63822e-06 Variances/cluster: 5.8576e-08 0.0422886 3.17598e-08 2.86695e-08 3.32346e-07 5.13279e-08 3.19823e-08 2.66007e-07 3.02863e-08 3.27801e-08 4.59946e-08 1.65857e-07 3.61153e-08 4.25896e-08 3.80589e-08 3.95938e-08 3.15797e-08 4.18458e-08 0 4.85644e-08 3.79997e-08 1.1778e-07 2.7222e-06 4.23072e-08 2.67973e-31 4.04038e-08 3.61948e-08 3.81513e-08 2.87536e-08 4.56675e-08 3.08552e-08 3.13267e-08 3.7698e-08 4.19133e-08 2.73011e-08 0 3.83487e-08 2.79214e-08 -------------------------------------------------------------- Initialization seed trial #609 of 1000; initialization seed = 493577834 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 689920 Distortion: 0.00056461 Distortions/cluster: 9.05228e-06 6.42438e-06 9.66276e-06 9.64317e-35 1.27749e-35 1.03311e-05 8.98147e-06 1.08283e-34 0.000300791 9.46059e-06 5.56511e-06 5.40049e-06 4.96966e-06 0 6.86109e-06 8.59381e-06 1.36398e-05 3.62871e-05 1.71887e-05 7.90463e-06 5.49392e-06 2.37044e-35 7.48823e-06 6.46397e-06 9.65302e-06 1.39022e-05 5.22311e-06 7.83133e-06 0 0 0 6.21776e-06 6.59342e-06 0 1.19584e-05 9.84944e-06 7.51961e-06 5.3007e-06 Variance: 9.59894e-08 Variances/cluster: 5.02858e-08 4.11783e-08 5.48854e-08 6.86694e-32 0 5.27059e-08 5.1601e-08 0 1.87971e-05 3.12204e-08 3.21654e-08 2.91884e-08 2.48454e-08 0 2.60855e-08 5.84563e-08 4.65483e-08 3.35956e-07 5.02432e-08 4.81835e-08 2.41996e-08 0 3.24137e-08 1.50277e-07 1.17711e-07 4.26307e-08 3.0541e-08 2.68173e-08 0 0 0 3.47329e-08 3.10983e-08 0 3.54734e-08 5.15512e-08 2.47334e-08 2.46523e-08 -------------------------------------------------------------- Initialization seed trial #610 of 1000; initialization seed = 493577835 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 717787 Distortion: 0.000300616 Distortions/cluster: 9.49866e-06 5.91613e-06 4.35604e-05 7.04165e-06 7.2987e-06 4.92361e-06 6.88143e-06 8.15566e-06 1.21788e-05 8.62126e-06 1.07344e-05 7.10504e-06 8.08604e-06 5.62974e-06 1.27749e-35 6.32043e-06 4.81569e-35 1.05296e-05 7.94285e-06 8.67016e-06 9.64317e-35 7.59685e-06 1.01806e-05 0 1.08283e-34 3.26168e-06 8.05724e-06 1.50666e-05 1.11321e-05 2.37044e-35 5.14309e-06 8.2042e-06 0 7.87718e-06 3.14299e-05 6.52562e-06 0 7.04634e-06 Variance: 5.11078e-08 Variances/cluster: 3.45376e-08 5.47756e-08 2.7222e-06 4.72442e-08 3.42632e-08 4.31858e-08 2.99166e-08 5.2943e-08 3.55991e-08 4.89687e-08 3.23292e-08 3.51702e-08 6.36645e-08 2.43685e-08 0 3.15985e-08 2.67973e-31 1.94941e-07 4.53731e-08 5.70354e-08 6.86694e-32 2.45038e-08 4.84636e-08 0 0 3.74876e-08 4.02828e-08 4.39116e-08 3.11797e-08 0 2.48429e-08 5.03162e-08 0 2.8435e-08 3.11154e-07 5.48323e-08 0 2.70989e-08 -------------------------------------------------------------- Initialization seed trial #611 of 1000; initialization seed = 493577836 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 717578 Distortion: 0.000299907 Distortions/cluster: 5.91183e-06 2.58173e-06 3.55167e-06 9.48991e-06 1.15067e-05 2.02771e-05 1.0448e-05 6.65986e-06 5.68258e-06 1.27749e-35 4.2543e-06 0 5.81927e-06 9.64317e-35 6.40155e-06 9.58928e-06 1.29662e-05 9.33265e-06 6.61439e-06 4.88859e-06 4.8456e-06 4.35604e-05 4.53148e-06 8.79048e-06 5.87038e-06 9.49853e-06 1.08283e-34 4.94684e-06 1.41595e-05 2.37044e-35 5.85322e-06 4.81569e-35 2.77697e-06 4.3589e-06 5.91292e-06 3.28529e-05 6.38069e-06 9.59206e-06 Variance: 5.09872e-08 Variances/cluster: 3.30236e-08 3.35263e-08 5.2226e-08 2.9561e-08 2.50105e-07 5.69394e-08 5.32891e-08 2.36145e-08 3.26558e-08 0 4.25393e-08 0 3.52651e-08 6.86694e-32 4.26731e-08 5.60607e-08 4.81862e-08 3.3811e-08 2.58352e-08 3.70318e-08 2.99076e-08 2.7222e-06 2.35993e-08 3.38066e-08 3.93951e-08 5.27525e-08 0 2.51079e-08 3.94288e-08 0 2.69708e-08 2.67973e-31 4.4075e-08 4.23168e-08 2.40335e-08 3.12848e-07 2.99537e-08 4.74702e-08 -------------------------------------------------------------- Initialization seed trial #612 of 1000; initialization seed = 493577837 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 717880 Distortion: 0.000298102 Distortions/cluster: 5.83568e-06 1.27749e-35 5.11331e-06 4.0156e-06 1.14431e-05 8.62493e-06 5.25121e-06 5.54958e-06 1.77311e-05 4.35604e-05 4.21231e-06 4.5238e-06 4.19743e-06 1.31375e-05 3.14299e-05 3.71271e-06 2.37044e-35 1.0162e-05 1.56378e-05 7.12254e-06 1.05654e-05 0 3.46573e-06 6.6881e-06 4.7272e-06 1.08283e-34 3.60613e-06 6.42824e-06 1.54542e-05 7.73426e-06 5.58508e-06 1.03165e-05 9.64317e-35 3.64968e-06 3.83428e-06 8.34306e-06 4.81569e-35 6.44279e-06 Variance: 5.06803e-08 Variances/cluster: 1.42286e-07 0 1.7043e-07 2.25571e-08 5.49975e-08 5.13349e-08 3.80491e-08 3.1351e-08 6.42232e-08 2.7222e-06 2.25231e-08 2.1438e-08 2.4121e-08 5.03193e-08 3.11154e-07 2.92305e-08 0 3.17532e-08 3.97778e-08 4.47916e-08 3.04452e-08 0 2.81742e-08 5.57293e-08 2.48778e-08 0 3.13549e-08 2.93501e-08 4.27954e-08 4.36928e-08 2.57354e-08 4.86472e-08 6.86694e-32 3.84147e-08 2.45759e-08 3.39119e-08 2.67973e-31 4.63468e-08 -------------------------------------------------------------- Initialization seed trial #613 of 1000; initialization seed = 493577838 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 718585 Distortion: 0.000294297 Distortions/cluster: 8.71946e-06 5.55543e-06 5.40313e-06 8.57535e-06 2.86351e-05 9.49466e-06 1.0065e-05 6.49509e-06 9.64317e-35 7.61681e-06 9.2795e-06 7.12827e-06 7.92634e-06 6.35026e-06 5.43565e-06 6.12055e-06 6.53086e-06 0 7.3777e-06 6.5582e-06 2.37044e-35 7.4827e-06 1.21925e-05 1.08283e-34 5.97999e-06 4.35604e-05 1.04842e-05 1.27749e-35 4.81569e-35 9.01627e-06 5.8849e-06 9.34137e-06 0 4.95398e-06 1.24814e-05 5.82762e-06 6.21645e-06 7.60748e-06 Variance: 5.00334e-08 Variances/cluster: 3.27692e-08 2.53643e-08 5.00259e-08 5.29176e-08 3.29103e-07 2.68947e-08 4.19238e-08 1.58403e-07 6.86694e-32 5.40038e-08 2.92703e-08 4.3451e-08 5.74323e-08 3.60777e-08 2.95381e-08 4.56718e-08 3.26509e-08 0 2.79434e-08 3.00809e-08 0 4.53349e-08 3.19149e-08 0 1.45805e-07 2.7222e-06 4.38632e-08 0 2.67973e-31 5.03656e-08 4.05822e-08 3.38426e-08 0 4.26927e-08 4.15912e-08 2.7748e-08 2.52674e-08 4.87502e-08 -------------------------------------------------------------- Initialization seed trial #614 of 1000; initialization seed = 493577839 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 75 BIC score: 600626 Distortion: 0.0042232 Distortions/cluster: 6.07931e-06 4.81569e-35 9.85554e-06 4.35604e-05 5.67617e-06 9.64317e-35 7.86104e-06 2.37044e-35 1.04189e-05 1.35233e-05 1.21836e-05 9.23797e-06 1.80167e-05 3.73325e-06 5.50458e-06 3.28529e-05 0 8.07353e-06 0.00391362 1.01589e-05 5.80275e-06 0 0 8.43566e-06 7.64694e-06 3.36876e-06 1.82637e-05 0 1.26913e-05 5.61457e-06 2.1911e-05 0 6.30642e-06 4.25071e-06 3.43914e-06 5.72137e-06 5.19259e-06 4.20184e-06 Variance: 7.17988e-07 Variances/cluster: 3.97308e-08 2.67973e-31 2.18977e-07 2.7222e-06 2.71561e-08 6.86694e-32 3.40275e-08 0 5.26165e-08 5.70422e-08 4.57994e-08 5.21751e-08 4.33997e-08 2.82797e-08 2.621e-08 3.12848e-07 0 2.84254e-08 0.00391989 5.54965e-08 3.06989e-08 0 0 5.8576e-08 2.89632e-08 3.1481e-08 5.51595e-08 0 4.5648e-08 2.79307e-08 5.602e-08 0 2.22822e-08 2.93118e-08 2.04687e-08 3.30681e-08 3.03634e-08 2.34714e-08 -------------------------------------------------------------- Initialization seed trial #615 of 1000; initialization seed = 493577840 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 690342 Distortion: 0.00055815 Distortions/cluster: 6.47276e-06 1.27749e-35 9.89406e-06 8.61225e-06 1.08283e-34 7.14828e-06 6.82917e-06 6.2905e-06 3.73264e-05 1.01568e-05 8.43566e-06 6.27786e-06 9.64317e-35 4.20586e-06 1.04423e-05 2.37044e-35 7.3746e-06 1.21433e-05 1.6031e-05 1.56739e-05 5.38936e-06 9.17527e-06 0 9.63451e-06 4.07895e-06 6.00262e-06 8.85345e-06 0 7.18889e-06 6.73221e-06 3.2838e-06 0 1.04189e-05 4.14817e-06 7.36564e-06 0 0.000296857 5.70605e-06 Variance: 9.48912e-08 Variances/cluster: 2.9689e-08 0 2.98888e-08 5.38104e-08 0 3.48666e-08 2.13391e-07 1.53376e-07 3.65906e-07 5.2609e-08 5.8576e-08 3.54648e-08 6.86694e-32 2.32343e-08 4.70222e-08 0 4.05161e-08 4.58201e-08 4.25085e-08 4.05929e-08 2.69442e-08 3.36061e-08 0 4.76803e-08 2.53321e-08 3.19256e-08 5.20623e-08 0 2.44499e-08 2.56932e-08 2.80634e-08 0 5.26165e-08 2.24199e-08 2.84363e-08 0 1.9788e-05 3.93489e-08 -------------------------------------------------------------- Initialization seed trial #616 of 1000; initialization seed = 493577841 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 717668 Distortion: 0.000299033 Distortions/cluster: 7.04952e-06 9.64317e-35 4.98395e-06 1.26248e-05 7.05764e-06 7.32009e-06 6.81927e-06 5.88186e-06 7.60214e-06 7.13813e-06 0 8.87917e-06 9.36355e-06 8.16162e-06 7.57967e-06 7.38663e-06 4.81569e-35 8.30128e-06 6.14845e-06 5.252e-06 9.24507e-06 8.27277e-06 6.95062e-06 4.35604e-05 7.30888e-06 7.24229e-06 3.38104e-05 1.27749e-35 8.60257e-06 7.14679e-06 5.50425e-06 1.14923e-05 1.08283e-34 2.37044e-35 0 9.07765e-06 5.91388e-06 7.35582e-06 Variance: 5.08387e-08 Variances/cluster: 5.50577e-08 6.86694e-32 4.25849e-08 4.59047e-08 3.00299e-08 3.32701e-08 2.44397e-08 3.34087e-08 4.87158e-08 1.58576e-07 0 5.04336e-08 4.5661e-08 7.28649e-08 2.83858e-08 4.50255e-08 2.67973e-31 2.92274e-08 2.73241e-08 3.34493e-08 7.00328e-08 3.19384e-08 3.54509e-08 2.7222e-06 2.78941e-08 3.06776e-08 3.13025e-07 0 5.85159e-08 4.6696e-08 2.82241e-08 5.68884e-08 0 0 0 2.71754e-08 3.28516e-08 3.03924e-08 -------------------------------------------------------------- Initialization seed trial #617 of 1000; initialization seed = 493577842 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 716089 Distortion: 0.000308966 Distortions/cluster: 5.74386e-06 6.68184e-06 1.04816e-05 3.57499e-06 1.14431e-05 4.93576e-06 3.86313e-06 5.2342e-06 5.82575e-06 8.31719e-06 4.0495e-06 4.09781e-06 0 5.23159e-06 4.35604e-05 3.59854e-06 8.70495e-06 1.80048e-05 7.82005e-06 3.58104e-05 3.489e-06 4.92555e-06 1.08283e-34 4.81569e-35 5.55634e-06 2.27091e-05 1.53372e-05 9.64317e-35 5.62992e-06 7.58086e-06 5.25156e-06 1.27749e-35 6.25603e-06 5.53948e-06 1.85751e-05 2.37044e-35 3.96827e-06 7.16778e-06 Variance: 5.25273e-08 Variances/cluster: 2.85739e-08 3.18154e-08 4.87359e-08 2.85966e-08 5.49975e-08 2.30623e-08 2.84029e-08 2.8138e-08 2.61214e-08 8.57364e-08 3.96978e-08 2.12303e-08 0 2.33526e-08 2.7222e-06 3.45982e-08 7.70288e-08 6.66632e-08 5.70766e-08 3.16869e-07 2.60351e-08 3.13702e-08 0 2.67973e-31 3.91258e-08 5.94284e-08 3.97207e-08 6.86694e-32 2.54725e-08 2.78684e-08 2.61249e-08 0 3.79123e-08 3.11176e-08 6.47015e-08 0 2.7555e-08 5.68822e-08 -------------------------------------------------------------- Initialization seed trial #618 of 1000; initialization seed = 493577843 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 97 BIC score: 600802 Distortion: 0.00421507 Distortions/cluster: 5.68126e-06 3.1695e-05 4.89178e-06 9.81206e-06 1.54648e-05 8.59117e-06 6.43654e-06 6.79609e-06 5.24095e-06 5.99037e-06 5.51907e-06 7.79742e-06 0.00391362 8.31125e-06 5.83128e-06 2.37044e-35 9.64317e-35 8.0108e-06 7.43096e-06 1.36341e-05 5.87217e-06 4.35604e-05 4.81569e-35 1.43602e-05 6.07767e-06 5.39218e-06 1.4277e-05 0 1.151e-05 5.11331e-06 0 9.17571e-06 0 0 0 1.35492e-05 9.80014e-06 5.62881e-06 Variance: 7.16605e-07 Variances/cluster: 2.79841e-08 3.10701e-07 4.25232e-08 3.00037e-08 4.31835e-08 5.84383e-08 3.36962e-08 2.76237e-08 2.63341e-08 2.78589e-08 1.37931e-07 4.50572e-08 0.00391989 3.37826e-08 3.5553e-08 0 6.86694e-32 5.13351e-08 5.05355e-08 4.57477e-08 2.34866e-08 2.7222e-06 2.67973e-31 4.75466e-08 2.90772e-08 2.33401e-08 3.84699e-08 0 5.48052e-08 1.7043e-07 0 5.21179e-08 0 0 0 3.76335e-08 4.59953e-08 2.96218e-08 -------------------------------------------------------------- Initialization seed trial #619 of 1000; initialization seed = 493577844 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 566387 Distortion: 0.00901872 Distortions/cluster: 3.7698e-06 5.72542e-06 4.18198e-06 4.81569e-35 5.14395e-06 1.08283e-34 5.45568e-06 9.06749e-06 5.03745e-06 5.86386e-06 3.32789e-06 6.70969e-06 7.02364e-06 4.98274e-06 1.00434e-05 4.11882e-06 4.97918e-06 1.05296e-05 4.47662e-06 5.09293e-06 1.16684e-05 6.96293e-06 8.27721e-06 0.00872182 6.49362e-06 5.89946e-06 0 4.3172e-06 7.1427e-06 3.14299e-05 1.27749e-35 1.19102e-05 1.43433e-05 6.11822e-06 4.35604e-05 1.3334e-05 7.83323e-06 1.208e-05 Variance: 1.53327e-06 Variances/cluster: 2.19149e-08 4.85055e-08 3.63617e-08 2.67973e-31 3.31829e-08 0 5.56669e-08 2.62043e-08 4.37895e-08 3.18659e-08 3.7814e-08 4.47169e-08 6.95347e-08 2.63613e-08 4.42297e-08 3.02828e-08 2.51448e-08 1.94941e-07 4.14466e-08 4.24271e-08 3.15335e-08 2.83018e-08 5.20422e-08 0.156503 3.06277e-08 3.93264e-08 0 2.42511e-08 7.0021e-08 3.11154e-07 0 3.32659e-08 4.41186e-08 5.46222e-08 2.7222e-06 3.49942e-08 4.95615e-08 3.56227e-08 -------------------------------------------------------------- Initialization seed trial #620 of 1000; initialization seed = 493577845 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 718424 Distortion: 0.000293386 Distortions/cluster: 5.9578e-06 5.62538e-06 6.81671e-06 4.81569e-35 0 7.52498e-06 8.02471e-06 4.73658e-06 5.63828e-06 4.44997e-06 1.23772e-05 6.37153e-06 5.94285e-06 8.43566e-06 1.27749e-35 7.3185e-06 9.64317e-35 4.94619e-06 9.91729e-06 3.1695e-05 4.35604e-05 4.50015e-06 9.00158e-06 7.69729e-06 8.53931e-06 7.69878e-06 7.70399e-06 1.16978e-05 5.51907e-06 6.59814e-06 1.08283e-34 5.11331e-06 7.70037e-06 2.37044e-35 5.8238e-06 9.26805e-06 9.12574e-06 8.05927e-06 Variance: 4.98785e-08 Variances/cluster: 2.89188e-08 2.3535e-08 3.01589e-08 2.67973e-31 0 5.53257e-08 3.23471e-08 4.19029e-08 3.27774e-08 2.88933e-08 3.86662e-08 3.21766e-08 4.12665e-08 5.8576e-08 0 3.41954e-08 6.86694e-32 3.0157e-08 5.16486e-08 3.10701e-07 2.7222e-06 2.24988e-08 2.67873e-08 5.12998e-08 5.08128e-08 4.32373e-08 4.47762e-08 4.56907e-08 1.37931e-07 3.26612e-08 0 1.7043e-07 2.83078e-08 0 2.70848e-08 4.56407e-08 2.88764e-08 5.16457e-08 -------------------------------------------------------------- Initialization seed trial #621 of 1000; initialization seed = 493577846 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 65 BIC score: 600093 Distortion: 0.00421197 Distortions/cluster: 3.97425e-06 8.59381e-06 5.8734e-06 1.29678e-05 1.18507e-05 6.04572e-06 3.55346e-06 9.01928e-06 6.81726e-06 6.65042e-06 6.39773e-06 2.37044e-35 0 9.49898e-06 1.18563e-05 5.74134e-06 8.49658e-06 5.62267e-06 9.9123e-06 5.57285e-06 9.38061e-06 1.0481e-05 6.21081e-06 6.20464e-06 4.35604e-05 3.34664e-06 1.34971e-05 9.64317e-35 4.95369e-06 2.76397e-06 4.96782e-06 6.23076e-06 7.35854e-06 0.00391362 3.35567e-05 7.38863e-06 4.81569e-35 0 Variance: 7.16078e-07 Variances/cluster: 2.1834e-08 5.84563e-08 2.87887e-08 4.6145e-08 4.40401e-08 4.34801e-08 2.14039e-08 2.89054e-08 1.5489e-07 4.7151e-08 3.2473e-08 0 0 9.04594e-08 4.24822e-08 3.45826e-08 5.27571e-08 2.27618e-08 3.30302e-08 2.57978e-08 3.07535e-08 5.2401e-08 3.25145e-08 3.71497e-08 2.7222e-06 2.86004e-08 4.76887e-08 6.86694e-32 3.02028e-08 2.53551e-08 4.28119e-08 2.53261e-08 5.21726e-08 0.00391989 3.13581e-07 4.5038e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #622 of 1000; initialization seed = 493577847 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 718743 Distortion: 0.000291823 Distortions/cluster: 0 4.55739e-06 4.81569e-35 8.12033e-06 3.22994e-06 1.27749e-35 5.95394e-06 8.10521e-06 1.15182e-05 7.89059e-06 5.42875e-06 7.12318e-06 5.11331e-06 7.58523e-06 1.08283e-34 1.01015e-05 5.51717e-06 4.48765e-06 7.1551e-06 6.83655e-06 6.10964e-06 8.91032e-06 6.34288e-06 8.12876e-06 3.1695e-05 1.05978e-05 9.64317e-35 5.34922e-06 8.80463e-06 1.0077e-05 5.13323e-06 2.37044e-35 6.8513e-06 1.35302e-05 5.5155e-06 4.35604e-05 6.72404e-06 5.76891e-06 Variance: 4.96129e-08 Variances/cluster: 0 2.18032e-08 2.67973e-31 5.10548e-08 3.71228e-08 0 3.42148e-08 5.19409e-08 3.33832e-08 3.23356e-08 2.66088e-08 2.40627e-08 1.7043e-07 2.65195e-08 0 4.65353e-08 4.37833e-08 4.23337e-08 3.93104e-08 4.35307e-08 2.55611e-08 4.68814e-08 3.58322e-08 3.40086e-08 3.10701e-07 3.27998e-08 6.86694e-32 3.76674e-08 4.97391e-08 5.24676e-08 3.05514e-08 0 2.76239e-08 4.29391e-08 1.37842e-07 2.7222e-06 5.51103e-08 2.69544e-08 -------------------------------------------------------------- Initialization seed trial #623 of 1000; initialization seed = 493577848 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 550280 Distortion: 0.0129039 Distortions/cluster: 9.30166e-06 3.20546e-06 4.90713e-06 4.81569e-35 3.72831e-06 6.79172e-06 2.45348e-05 8.84014e-06 1.10713e-05 6.30625e-06 4.649e-06 0 7.19874e-06 1.02086e-05 4.32836e-06 7.59931e-06 8.78895e-06 6.80055e-06 1.01805e-05 1.59192e-05 6.93855e-06 5.89103e-06 5.82891e-06 4.3233e-06 6.24132e-06 5.676e-06 7.47051e-06 8.66025e-06 8.85007e-06 7.10552e-06 6.46594e-06 0.00391362 1.14049e-05 6.97403e-06 6.62303e-06 7.94779e-06 0.00872182 7.66198e-06 Variance: 2.19379e-06 Variances/cluster: 3.00027e-08 3.77084e-08 2.4411e-08 2.67973e-31 3.84325e-08 5.5665e-08 2.72576e-06 8.92875e-08 1.14126e-07 4.26063e-08 4.18691e-08 0 4.36146e-08 3.19986e-08 3.79565e-08 4.99796e-08 4.48271e-08 1.54509e-07 4.33068e-08 7.5794e-07 3.73007e-08 2.54993e-08 5.71289e-08 5.02665e-08 2.25299e-08 3.20648e-08 4.8494e-08 3.54813e-08 3.42996e-08 2.96037e-08 3.84846e-08 0.00391989 3.26761e-08 4.94575e-08 2.94322e-08 2.80816e-08 0.156503 3.27328e-08 -------------------------------------------------------------- Initialization seed trial #624 of 1000; initialization seed = 493577849 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 504866 Distortion: 0.0361536 Distortions/cluster: 3.89172e-06 6.81827e-06 6.45691e-06 5.93434e-06 8.50215e-06 5.69683e-06 7.65166e-06 4.23054e-06 5.01043e-06 8.68964e-06 1.51538e-05 5.58503e-06 6.2844e-06 4.56695e-06 1.56756e-05 1.08283e-34 0.0356196 9.52398e-06 9.82136e-06 2.37044e-35 8.64916e-06 7.38022e-06 2.45348e-05 1.59192e-05 7.38274e-06 9.50026e-06 1.27749e-35 7.41829e-06 3.84761e-06 7.51721e-06 4.21327e-06 6.86154e-06 5.7177e-06 0 0 0.000272566 1.37049e-05 9.33014e-06 Variance: 6.14648e-06 Variances/cluster: 2.1861e-08 3.27773e-08 2.9347e-08 2.27349e-08 5.86305e-08 3.21823e-08 2.83371e-08 2.51788e-08 2.63681e-08 3.6974e-08 4.24337e-08 2.8063e-08 1.49579e-07 1.69132e-07 5.00659e-08 0 0.035575 5.11878e-08 4.38418e-08 0 5.0861e-08 3.06206e-08 2.72576e-06 7.5794e-07 4.76152e-08 5.10728e-08 0 4.57883e-08 2.95935e-08 3.37063e-08 2.40732e-08 2.62871e-08 4.26656e-08 0 0 3.13264e-06 3.81628e-08 5.48666e-08 -------------------------------------------------------------- Initialization seed trial #625 of 1000; initialization seed = 493577850 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 566082 Distortion: 0.00901883 Distortions/cluster: 9.40153e-06 8.80265e-06 0 3.21941e-05 7.12786e-06 1.02845e-05 8.30312e-06 5.34629e-06 1.09445e-05 6.87427e-06 5.3679e-06 4.35604e-05 1.4795e-05 6.7512e-06 5.30432e-06 7.25631e-06 1.44708e-05 5.9502e-06 1.08283e-34 4.81569e-35 6.05936e-06 2.74412e-06 8.01826e-06 0.00872182 3.21777e-06 9.67038e-06 4.56626e-06 1.27749e-35 4.49977e-06 2.82371e-06 3.62612e-06 4.54033e-06 3.60691e-06 1.2289e-05 9.23755e-06 5.8332e-06 4.40066e-06 9.1398e-06 Variance: 1.53329e-06 Variances/cluster: 4.37245e-08 5.11743e-08 0 3.09525e-07 3.31498e-08 5.29958e-08 9.43463e-08 2.55781e-08 2.14537e-07 3.84004e-08 3.10256e-08 2.7222e-06 4.91371e-08 5.57901e-08 2.2666e-08 4.00866e-08 4.41039e-08 3.43908e-08 0 2.67973e-31 2.41388e-08 2.34518e-08 3.00284e-08 0.156503 2.84726e-08 5.46184e-08 3.17073e-08 0 2.22742e-08 2.0914e-08 3.85727e-08 2.5649e-08 2.18575e-08 3.59209e-08 5.24691e-08 2.79076e-08 2.68301e-08 4.70972e-08 -------------------------------------------------------------- Initialization seed trial #626 of 1000; initialization seed = 493577851 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 600162 Distortion: 0.00421166 Distortions/cluster: 6.18958e-06 3.47691e-06 0 6.79654e-06 8.07738e-06 9.72039e-06 8.87115e-06 5.93987e-06 8.24895e-06 4.35385e-06 5.46722e-06 8.74404e-06 4.35604e-05 9.64317e-35 5.21689e-06 4.81569e-35 2.37044e-35 3.38831e-06 1.32865e-05 1.10055e-05 1.08372e-05 0 5.68642e-06 5.40375e-06 7.76835e-06 4.41498e-06 1.10598e-05 6.19579e-06 1.50126e-05 1.00403e-05 0.00391362 3.35567e-05 4.88377e-06 6.51759e-06 5.24858e-06 6.21219e-06 6.27289e-06 6.58476e-06 Variance: 7.16025e-07 Variances/cluster: 4.45148e-08 2.59448e-08 0 2.31155e-08 2.92634e-08 5.00896e-08 5.01156e-08 2.82826e-08 3.58619e-08 3.48277e-08 2.95491e-08 5.0237e-08 2.7222e-06 6.86694e-32 2.557e-08 2.67973e-31 0 5.84142e-08 4.35479e-08 4.45532e-08 4.53395e-08 0 6.53414e-08 2.53675e-08 4.51501e-08 4.32804e-08 3.41242e-08 2.67037e-08 4.76437e-08 8.43658e-08 0.00391989 3.13581e-07 2.72809e-08 1.51524e-07 2.38545e-08 4.77819e-08 2.65777e-08 3.35924e-08 -------------------------------------------------------------- Initialization seed trial #627 of 1000; initialization seed = 493577852 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 600377 Distortion: 0.00421227 Distortions/cluster: 5.87145e-06 0 1.04911e-05 5.94351e-06 1.02394e-05 7.17605e-06 6.80599e-06 8.35888e-06 6.88546e-06 6.14312e-06 1.15421e-05 0.00391362 7.97553e-06 5.04492e-06 4.35604e-05 6.60076e-06 8.8255e-06 4.50881e-06 9.062e-06 5.91106e-06 3.54121e-06 7.74551e-06 8.79933e-06 3.30274e-05 9.72772e-06 8.7864e-06 9.64317e-35 1.21794e-05 5.14926e-06 2.37044e-35 5.11069e-06 9.94506e-06 0 6.92318e-06 0 1.01015e-05 4.81569e-35 6.67047e-06 Variance: 7.1613e-07 Variances/cluster: 3.0737e-08 0 3.26718e-08 2.48655e-08 5.22378e-08 3.10624e-08 4.47616e-08 5.84487e-08 4.32908e-08 2.61386e-08 4.12086e-08 0.00391989 7.38408e-08 3.85071e-08 2.7222e-06 4.51962e-08 2.63425e-08 4.13517e-08 3.63904e-08 2.95526e-08 4.31711e-08 1.68331e-07 3.14231e-08 3.11546e-07 8.17393e-08 3.01912e-08 6.86694e-32 4.54419e-08 2.44012e-08 0 4.91261e-08 3.00429e-08 0 4.97922e-08 0 4.65353e-08 2.67973e-31 2.68947e-08 -------------------------------------------------------------- Initialization seed trial #628 of 1000; initialization seed = 493577853 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 64 BIC score: 719011 Distortion: 0.000296471 Distortions/cluster: 1.20413e-05 1.18944e-05 8.59381e-06 5.5235e-06 9.48035e-06 0 1.36777e-05 6.98847e-06 9.64317e-35 3.39046e-06 1.05156e-05 2.86186e-05 1.59192e-05 6.14482e-06 2.37044e-35 1.08283e-34 5.79205e-06 2.48298e-06 3.69023e-06 6.34679e-06 1.12089e-05 4.51625e-06 4.93547e-06 0 0 2.39826e-05 1.08387e-05 3.75005e-06 2.45348e-05 1.27749e-35 0 2.54527e-05 1.32135e-05 7.93833e-06 4.81569e-35 4.55789e-06 1.0442e-05 0 Variance: 5.04032e-08 Variances/cluster: 5.14422e-08 5.55635e-08 5.84563e-08 2.70733e-08 3.09789e-08 0 1.31501e-07 3.07835e-08 6.86694e-32 2.30619e-08 5.25741e-08 5.62066e-08 7.5794e-07 3.32123e-08 0 0 2.98533e-08 2.08629e-08 2.95184e-08 3.43036e-08 4.01715e-08 3.32041e-08 2.54383e-08 0 0 7.09323e-08 3.25459e-08 2.14263e-08 2.72576e-06 0 0 5.64181e-08 4.63593e-08 3.25313e-08 2.67973e-31 2.09059e-08 1.0137e-07 0 -------------------------------------------------------------- Initialization seed trial #629 of 1000; initialization seed = 493577854 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 600281 Distortion: 0.00420649 Distortions/cluster: 5.67145e-06 5.88798e-06 5.47962e-06 7.11638e-06 3.1695e-05 1.26466e-05 1.43812e-05 5.14876e-06 5.56671e-06 4.35604e-05 5.57841e-06 6.42569e-06 9.64317e-35 3.27722e-06 6.5854e-06 9.30675e-06 9.41563e-06 0 8.45323e-06 1.01871e-05 4.81569e-35 9.00218e-06 6.43433e-06 6.54006e-06 5.5155e-06 5.49026e-06 4.24427e-06 1.44708e-05 2.37044e-35 6.12773e-06 9.29147e-06 7.08632e-06 0.00391362 5.26815e-06 5.11331e-06 5.68744e-06 6.21366e-06 0 Variance: 7.15146e-07 Variances/cluster: 2.40295e-08 2.65201e-08 4.38332e-08 3.90977e-08 3.10701e-07 3.68585e-08 4.76046e-08 2.69541e-08 3.78654e-08 2.7222e-06 2.78896e-08 3.39952e-08 6.86694e-32 3.76662e-08 3.25982e-08 2.69729e-08 5.34817e-08 0 5.15394e-08 5.30409e-08 2.67973e-31 4.68713e-08 2.97851e-08 5.49537e-08 1.37842e-07 3.22924e-08 4.20199e-08 4.41039e-08 0 2.39343e-08 5.24772e-08 2.76785e-08 0.00391989 3.81719e-08 1.7043e-07 2.5502e-08 2.88982e-08 0 -------------------------------------------------------------- Initialization seed trial #630 of 1000; initialization seed = 493577855 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 689854 Distortion: 0.000565051 Distortions/cluster: 1.77311e-05 7.09786e-06 6.68619e-06 1.31375e-05 1.57787e-05 5.40698e-06 4.37631e-06 1.14941e-05 4.06602e-06 1.08283e-34 6.15496e-06 0 1.27749e-35 1.03165e-05 6.04857e-06 4.90946e-06 5.84385e-06 9.64317e-35 5.11331e-06 4.22309e-06 2.37044e-35 6.09513e-06 5.32252e-06 4.71495e-06 0 1.14695e-05 6.29805e-06 5.46501e-06 0 1.53156e-05 2.89497e-06 3.53122e-06 1.14431e-05 4.35604e-05 0.000296364 8.13439e-06 6.2844e-06 9.7737e-06 Variance: 9.60645e-08 Variances/cluster: 6.42232e-08 3.0724e-08 6.30715e-08 5.03193e-08 4.28627e-08 2.66326e-08 4.20773e-08 3.29314e-08 2.62301e-08 0 3.57816e-08 0 0 4.86472e-08 3.28695e-08 4.38307e-08 3.49899e-08 6.86694e-32 1.7043e-07 2.57483e-08 0 2.57148e-08 5.43067e-08 3.74172e-08 0 3.14205e-08 3.01307e-08 2.51817e-08 0 3.96649e-08 3.71122e-08 3.71675e-08 5.49975e-08 2.7222e-06 2.99326e-06 3.24051e-08 1.49579e-07 2.69224e-08 -------------------------------------------------------------- Initialization seed trial #631 of 1000; initialization seed = 493577856 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 721690 Distortion: 0.00027929 Distortions/cluster: 1.59192e-05 8.43566e-06 7.32982e-06 1.00494e-05 8.09048e-06 7.91142e-06 4.81569e-35 6.56598e-06 1.27749e-35 1.08283e-34 8.39942e-06 9.64317e-35 2.37044e-35 6.81581e-06 8.66822e-06 1.8608e-05 1.04189e-05 7.43478e-06 8.44359e-06 0 7.41205e-06 0 7.80167e-06 4.56695e-06 0 1.64208e-05 0 6.06125e-06 2.45348e-05 6.33338e-06 1.35243e-05 6.14989e-06 0 1.22829e-05 5.83568e-06 8.11554e-06 1.06259e-05 1.65338e-05 Variance: 4.74821e-08 Variances/cluster: 7.5794e-07 5.8576e-08 2.45123e-08 5.51997e-08 3.02988e-08 3.46962e-08 2.67973e-31 3.49218e-08 0 0 9.43662e-08 6.86694e-32 0 3.00221e-08 5.09731e-08 5.50355e-08 5.26165e-08 2.88145e-08 2.61381e-08 0 3.23642e-08 0 2.76631e-08 1.69132e-07 0 4.286e-08 0 2.84541e-08 2.72576e-06 3.24756e-08 5.70462e-08 3.96735e-08 0 4.59997e-08 1.42286e-07 3.27211e-08 3.97937e-08 4.1218e-08 -------------------------------------------------------------- Initialization seed trial #632 of 1000; initialization seed = 493577857 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 69 BIC score: 600951 Distortion: 0.00421162 Distortions/cluster: 6.86015e-06 9.33289e-06 4.81569e-35 0 3.5604e-06 7.06432e-06 3.32875e-06 4.35604e-05 9.11814e-06 6.46614e-06 1.00735e-05 5.54074e-06 5.11331e-06 1.07376e-05 1.53693e-05 9.6048e-06 2.37044e-35 6.5452e-06 3.14299e-05 1.3e-05 5.77347e-06 6.95922e-06 7.05565e-06 0.00391362 5.09233e-06 7.69743e-06 6.76878e-06 1.31497e-05 0 7.65417e-06 5.58787e-06 0 1.29264e-05 3.51818e-06 1.20143e-05 7.09304e-06 9.64317e-35 0 Variance: 7.16018e-07 Variances/cluster: 5.00591e-08 4.18377e-08 2.67973e-31 0 3.82808e-08 3.4289e-08 4.82271e-08 2.7222e-06 4.22102e-08 5.01094e-08 4.23123e-08 1.38473e-07 1.7043e-07 2.84039e-08 3.62451e-08 5.10855e-08 0 3.32136e-08 3.11154e-07 3.39397e-08 3.90068e-08 4.3211e-08 3.10785e-08 0.00391989 4.27786e-08 2.54853e-08 3.16194e-08 4.79872e-08 0 2.83463e-08 4.23185e-08 0 3.28052e-08 3.99664e-08 3.32776e-08 5.62891e-08 6.86694e-32 0 -------------------------------------------------------------- Initialization seed trial #633 of 1000; initialization seed = 493577858 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 601085 Distortion: 0.00418407 Distortions/cluster: 1.57143e-05 4.56695e-06 7.08138e-06 1.2323e-05 1.59192e-05 2.37044e-35 5.87656e-06 8.66831e-06 4.5846e-06 1.15655e-05 7.7207e-06 9.64317e-35 0.00391362 7.68708e-06 7.73386e-06 8.38226e-06 0 4.36323e-06 1.28627e-05 5.79709e-06 9.24195e-06 2.45348e-05 8.07174e-06 0 1.0418e-05 7.4761e-06 9.79009e-06 4.25897e-06 5.35679e-06 7.7457e-06 0 4.92224e-06 4.81569e-35 8.82181e-06 6.07214e-06 7.96661e-06 6.00933e-06 8.91134e-06 Variance: 7.11334e-07 Variances/cluster: 3.73229e-08 1.69132e-07 3.13232e-08 4.13484e-08 7.5794e-07 0 3.7666e-08 9.63048e-08 4.16645e-08 3.85392e-08 3.49322e-08 6.86694e-32 0.00391989 2.90045e-08 5.0204e-08 5.10948e-08 0 6.92345e-08 3.40253e-08 3.94327e-08 4.57376e-08 2.72576e-06 5.80651e-08 0 3.16625e-08 4.4223e-08 4.29354e-08 1.18266e-07 3.11339e-08 5.09432e-08 0 4.35569e-08 2.67973e-31 2.57925e-08 2.48829e-08 2.8967e-08 4.51791e-08 2.98012e-08 -------------------------------------------------------------- Initialization seed trial #634 of 1000; initialization seed = 493577859 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 56 BIC score: 505166 Distortion: 0.0359178 Distortions/cluster: 5.08559e-06 4.08133e-06 8.53606e-06 4.81569e-35 6.0609e-06 4.35604e-05 6.3733e-06 5.67583e-06 8.58644e-06 8.59371e-06 4.98675e-06 8.88074e-06 2.37044e-35 1.04836e-05 3.96571e-06 7.91995e-06 1.60565e-05 4.75402e-06 8.62319e-06 1.08283e-34 5.95503e-06 1.2053e-05 5.97869e-06 6.34507e-06 6.42617e-06 0.0356196 0 3.14299e-05 1.27749e-35 6.24921e-06 0 3.69807e-06 5.11331e-06 1.03466e-05 5.83568e-06 1.25031e-05 9.62322e-06 1.44824e-05 Variance: 6.10639e-06 Variances/cluster: 2.28033e-08 2.45834e-08 5.84612e-08 2.67973e-31 3.38488e-08 2.7222e-06 5.09705e-08 2.51121e-08 3.02311e-08 4.56964e-08 2.68082e-08 3.5238e-08 0 5.26774e-08 2.26585e-08 2.8693e-08 6.2457e-08 3.25579e-08 3.60686e-08 0 3.28978e-08 4.97901e-08 4.49378e-08 3.48595e-08 2.94753e-08 0.035575 0 3.11154e-07 0 3.98007e-08 0 2.26851e-08 1.7043e-07 4.83442e-08 1.42286e-07 4.59636e-08 3.00699e-08 4.18429e-08 -------------------------------------------------------------- Initialization seed trial #635 of 1000; initialization seed = 493577860 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 505632 Distortion: 0.035919 Distortions/cluster: 9.25163e-06 6.9317e-06 1.55668e-05 6.93264e-06 1.22493e-05 4.81569e-35 1.27749e-35 7.74497e-06 7.62778e-06 8.09024e-06 5.68718e-06 2.37044e-35 1.04189e-05 3.1695e-05 8.53606e-06 0 5.11331e-06 5.72105e-06 5.92886e-06 4.35604e-05 0.0356196 0 1.36289e-05 5.5155e-06 8.80849e-06 7.7786e-06 7.69218e-06 0 6.34128e-06 5.15994e-06 1.52033e-05 7.6913e-06 6.66672e-06 8.85474e-06 9.31406e-06 0 1.08283e-34 5.73761e-06 Variance: 6.1066e-06 Variances/cluster: 5.37723e-08 2.94931e-08 4.38358e-08 4.22684e-08 4.58737e-08 2.67973e-31 0 4.77931e-08 2.56805e-08 3.51719e-08 2.87206e-08 0 5.26165e-08 3.10701e-07 5.84612e-08 0 1.7043e-07 3.26884e-08 2.55532e-08 2.7222e-06 0.035575 0 3.79511e-08 1.37842e-07 5.11956e-08 2.83866e-08 2.56383e-08 0 3.20238e-08 2.6872e-08 4.93456e-08 4.44542e-08 2.82463e-08 2.6993e-08 5.11596e-08 0 0 3.98413e-08 -------------------------------------------------------------- Initialization seed trial #636 of 1000; initialization seed = 493577861 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 82 BIC score: 717777 Distortion: 0.000297627 Distortions/cluster: 9.89869e-06 8.26907e-06 8.20487e-06 7.12292e-06 7.10888e-06 6.56267e-06 7.91012e-06 3.61051e-06 5.17151e-06 4.58865e-06 5.94781e-06 3.41436e-06 5.65936e-06 6.79465e-06 1.08283e-34 1.27749e-35 3.60916e-06 4.81569e-35 5.05357e-06 4.35604e-05 4.53686e-06 1.32865e-05 9.89044e-06 5.4173e-06 1.35633e-05 9.64317e-35 2.37044e-35 8.95076e-06 1.13267e-05 0 1.05922e-05 8.49231e-06 6.17781e-06 6.54824e-06 6.80482e-06 3.35567e-05 6.9143e-06 9.08118e-06 Variance: 5.05996e-08 Variances/cluster: 8.68238e-08 3.13195e-08 5.50498e-08 1.58239e-07 4.70635e-08 4.12613e-08 4.3211e-08 2.86514e-08 2.4981e-08 3.6706e-08 2.5857e-08 3.79344e-08 4.15993e-08 5.5689e-08 0 0 2.71342e-08 2.67973e-31 2.33934e-08 2.7222e-06 2.68429e-08 4.35479e-08 4.37595e-08 2.25701e-08 4.66049e-08 6.86694e-32 0 5.11433e-08 3.31161e-08 0 3.35087e-08 5.08358e-08 2.59549e-08 3.29024e-08 3.41917e-08 3.13581e-07 4.80005e-08 3.04712e-08 -------------------------------------------------------------- Initialization seed trial #637 of 1000; initialization seed = 493577862 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 505373 Distortion: 0.0358927 Distortions/cluster: 1.08283e-34 4.99662e-06 9.38358e-06 5.86639e-06 4.92028e-06 5.54643e-06 8.92911e-06 1.59192e-05 5.30795e-06 6.24579e-06 1.16047e-05 6.40196e-06 8.66831e-06 9.36652e-06 1.28196e-05 1.27749e-35 4.89178e-06 1.27165e-05 2.45348e-05 8.5527e-06 5.36917e-06 0.0356196 8.88938e-06 2.37044e-35 1.39914e-05 6.38825e-06 1.38236e-05 0 7.28929e-06 0 1.11829e-05 6.23864e-06 5.25815e-06 1.01823e-05 8.20522e-06 4.56695e-06 5.08337e-06 4.81569e-35 Variance: 6.10212e-06 Variances/cluster: 0 2.32374e-08 5.93847e-08 2.9776e-08 3.48916e-08 2.32048e-08 5.25082e-08 7.5794e-07 2.26815e-08 3.43138e-08 4.34597e-08 2.79537e-08 9.63048e-08 3.82275e-08 4.44979e-08 0 4.25232e-08 4.41403e-08 2.72576e-06 5.11973e-08 3.12134e-08 0.035575 3.12976e-08 0 5.52979e-08 4.09467e-08 3.861e-08 0 3.06246e-08 0 5.12809e-08 2.98473e-08 1.34779e-07 3.33739e-08 5.15889e-08 1.69132e-07 2.42038e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #638 of 1000; initialization seed = 493577863 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 600386 Distortion: 0.00421357 Distortions/cluster: 7.78361e-06 2.37044e-35 5.36402e-06 3.28529e-05 7.05838e-06 6.83615e-06 0.00391362 7.0473e-06 6.09645e-06 1.93976e-05 5.70203e-06 9.64317e-35 4.81569e-35 1.26053e-05 8.6536e-06 7.37821e-06 4.53312e-06 6.76172e-06 6.51705e-06 5.06862e-06 1.15067e-05 5.82262e-06 5.80338e-06 4.35604e-05 0 1.06016e-05 6.71146e-06 6.47541e-06 7.22494e-06 0 6.54965e-06 1.32334e-05 6.1411e-06 6.81217e-06 4.07241e-06 0 8.96274e-06 6.8098e-06 Variance: 7.16349e-07 Variances/cluster: 2.45518e-08 0 4.74545e-08 3.12848e-07 5.15056e-08 4.58762e-08 0.00391989 2.45522e-08 3.76293e-08 5.54035e-08 3.1155e-08 6.86694e-32 2.67973e-31 3.95023e-08 3.65099e-08 4.21477e-08 4.15745e-08 2.78236e-08 2.68168e-08 4.36923e-08 2.50105e-07 4.2487e-08 2.55633e-08 2.7222e-06 0 3.2517e-08 3.06433e-08 4.25876e-08 3.36014e-08 0 3.27446e-08 3.89184e-08 4.2643e-08 5.6294e-08 4.4737e-08 0 3.48715e-08 4.63103e-08 -------------------------------------------------------------- Initialization seed trial #639 of 1000; initialization seed = 493577864 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 597604 Distortion: 0.00446527 Distortions/cluster: 7.48444e-06 6.66915e-06 5.11331e-06 5.4358e-06 7.92634e-06 5.93355e-06 9.69624e-06 6.17285e-06 3.77725e-05 5.46491e-06 6.40371e-06 5.35789e-06 7.11161e-06 5.93197e-06 5.85933e-06 1.4518e-05 5.1329e-06 0 1.05473e-05 4.94197e-06 5.00561e-06 2.77212e-06 9.64317e-35 2.1295e-06 8.92011e-06 2.37044e-35 7.09513e-06 5.61932e-06 5.83568e-06 4.86056e-06 0.000296857 0 7.83064e-06 7.80832e-06 0.00391362 1.28585e-05 9.83987e-06 1.07406e-05 Variance: 7.59141e-07 Variances/cluster: 5.93949e-08 3.01745e-08 1.7043e-07 3.85486e-08 5.74323e-08 3.10621e-08 4.50843e-08 4.25577e-08 3.66684e-07 4.96656e-08 3.18564e-08 3.30705e-08 3.29211e-08 2.35375e-08 4.47239e-08 4.25607e-08 4.46311e-08 0 3.20554e-08 2.60073e-08 2.29595e-08 3.69494e-08 6.86694e-32 3.48982e-08 3.37853e-08 0 4.82507e-08 2.36079e-08 1.42286e-07 4.29997e-08 1.9788e-05 0 2.88929e-08 5.16951e-08 0.00391989 3.68319e-08 4.31537e-08 3.0338e-08 -------------------------------------------------------------- Initialization seed trial #640 of 1000; initialization seed = 493577865 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 84 BIC score: 601316 Distortion: 0.00417978 Distortions/cluster: 2.27851e-05 9.24584e-06 5.9104e-06 1.60211e-05 0 1.88881e-05 5.19456e-06 1.61421e-05 0.00391362 8.75e-06 3.03834e-06 5.25522e-06 4.81569e-35 2.79873e-06 1.28457e-05 6.17805e-06 5.92335e-06 7.78838e-06 4.67912e-06 9.64317e-35 1.52761e-05 7.09551e-06 6.24062e-06 9.2039e-06 8.8513e-06 2.37044e-35 7.28487e-06 5.03339e-06 5.11923e-06 8.59381e-06 0 4.02786e-06 1.04746e-05 0 9.85484e-06 0 1.0481e-05 7.1729e-06 Variance: 7.10605e-07 Variances/cluster: 5.75199e-08 3.02126e-08 3.93959e-07 4.41208e-08 0 6.40075e-08 2.33963e-08 4.01416e-08 0.00391989 3.69166e-08 3.03808e-08 1.75159e-06 2.67973e-31 2.52115e-08 4.60381e-08 4.75192e-08 3.06873e-08 2.86313e-08 2.17614e-08 6.86694e-32 5.94212e-08 3.15328e-08 3.12004e-08 3.14095e-08 8.94003e-08 0 3.37231e-08 2.52904e-08 2.47284e-08 5.84563e-08 0 2.66722e-08 1.10249e-07 0 8.95767e-07 0 5.2401e-08 1.59349e-07 -------------------------------------------------------------- Initialization seed trial #641 of 1000; initialization seed = 493577866 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 85 BIC score: 717960 Distortion: 0.000299243 Distortions/cluster: 7.791e-06 8.28485e-06 1.01568e-05 9.64317e-35 0 6.38719e-06 8.73896e-06 6.21893e-06 1.27749e-35 1.08283e-34 1.151e-05 5.11331e-06 1.48853e-05 2.37044e-35 5.5155e-06 3.97707e-06 6.11904e-06 0 1.3151e-05 7.98354e-06 6.67649e-06 3.1695e-05 4.35604e-05 1.32433e-05 8.62756e-06 0 5.73324e-06 5.67687e-06 8.59117e-06 9.39117e-06 4.81569e-35 4.27279e-06 4.21258e-06 6.37575e-06 1.43339e-05 6.39127e-06 4.24783e-06 1.03809e-05 Variance: 5.08743e-08 Variances/cluster: 2.65881e-08 5.20904e-08 5.2609e-08 6.86694e-32 0 2.44698e-08 4.57388e-08 3.17261e-08 0 0 5.48052e-08 1.7043e-07 4.06571e-08 0 1.37842e-07 3.08265e-08 2.88609e-08 0 4.48798e-08 3.59587e-08 2.77009e-08 3.10701e-07 2.7222e-06 3.76198e-08 5.16454e-08 0 2.55926e-08 3.06827e-08 5.84383e-08 4.74149e-08 2.67973e-31 2.68698e-08 2.25245e-08 3.26933e-08 4.76171e-08 3.4536e-08 2.35965e-08 4.15098e-08 -------------------------------------------------------------- Initialization seed trial #642 of 1000; initialization seed = 493577867 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 717457 Distortion: 0.00030115 Distortions/cluster: 9.90698e-06 4.23673e-06 5.33845e-06 4.81569e-35 6.59382e-06 6.46397e-06 5.15128e-06 3.25136e-06 1.08283e-34 8.11597e-06 9.64317e-35 1.10787e-05 1.1799e-05 4.34922e-06 7.9087e-06 1.90504e-06 5.60038e-06 5.73363e-06 9.35159e-06 7.0446e-06 3.60359e-06 3.77255e-06 3.35567e-05 6.93771e-06 5.84712e-06 5.91999e-06 4.35604e-05 6.27562e-06 1.8102e-05 5.21339e-06 1.27749e-35 1.92534e-05 4.71779e-06 0 8.60814e-06 1.48138e-05 7.13807e-06 2.37044e-35 Variance: 5.11985e-08 Variances/cluster: 3.15477e-08 2.27756e-08 2.32086e-08 2.67973e-31 3.05243e-08 1.50277e-07 3.21928e-08 3.69444e-08 0 5.04059e-08 6.86694e-32 5.67968e-08 5.48613e-08 2.60402e-08 8.88549e-08 5.01283e-08 4.11756e-08 2.53678e-08 5.25201e-08 4.32149e-08 2.21053e-08 3.01769e-08 3.13581e-07 2.76379e-08 2.71935e-08 2.72787e-08 2.7222e-06 3.10647e-08 4.38164e-08 2.29644e-08 0 4.38429e-08 4.36794e-08 0 8.04425e-08 5.44449e-08 3.31972e-08 0 -------------------------------------------------------------- Initialization seed trial #643 of 1000; initialization seed = 493577868 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 721822 Distortion: 0.000274029 Distortions/cluster: 2.45348e-05 9.30714e-06 3.37704e-06 5.74032e-06 3.51354e-06 1.15996e-05 7.16357e-06 1.02845e-05 7.74537e-06 8.97225e-06 8.84686e-06 8.89823e-06 6.34594e-06 9.62645e-06 4.78529e-06 4.79491e-06 1.27749e-35 4.34219e-06 1.10713e-05 1.5735e-05 6.53015e-06 7.18392e-06 1.59192e-05 4.25273e-06 2.37044e-35 9.64317e-35 1.04647e-05 1.42515e-05 8.95754e-06 1.08283e-34 5.57593e-06 6.80055e-06 9.26441e-06 0 8.53989e-06 9.60414e-06 4.81569e-35 0 Variance: 4.65877e-08 Variances/cluster: 2.72576e-06 4.24949e-08 3.75197e-08 2.79991e-08 2.87961e-08 4.67575e-08 3.31616e-08 5.29958e-08 3.12286e-08 5.18459e-08 2.68063e-08 5.32668e-08 5.0763e-08 4.76403e-08 2.42883e-08 2.59158e-08 0 2.58434e-08 1.14126e-07 4.38157e-08 2.92806e-08 5.61195e-08 7.5794e-07 2.24986e-08 0 6.86694e-32 3.03297e-08 3.88197e-08 3.68591e-08 0 3.18593e-08 1.54509e-07 8.12604e-08 0 2.92437e-08 5.10819e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #644 of 1000; initialization seed = 493577869 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 716965 Distortion: 0.000308113 Distortions/cluster: 4.60877e-06 1.87769e-05 5.43053e-06 2.97727e-06 7.21488e-06 1.08097e-05 8.35409e-06 6.33182e-06 7.98355e-06 2.37044e-35 7.05831e-06 1.1203e-05 4.09704e-06 3.14299e-05 0 9.64317e-35 3.91804e-06 0 6.98788e-06 1.45035e-05 6.98716e-06 4.35604e-05 9.26745e-06 1.98602e-06 5.44897e-06 1.65706e-05 0 7.86211e-06 5.39637e-06 1.27749e-35 4.33037e-06 4.81569e-35 1.67482e-05 7.07163e-06 5.21321e-06 1.08283e-34 3.38914e-06 2.25962e-05 Variance: 5.23823e-08 Variances/cluster: 2.24791e-08 6.45053e-08 4.34405e-08 3.58679e-08 3.8579e-08 1.96488e-07 6.73663e-08 3.18154e-08 3.38257e-08 0 2.59474e-08 3.21898e-08 2.96852e-08 3.11154e-07 0 6.86694e-32 2.92364e-08 0 2.68741e-08 5.82282e-08 2.80585e-08 2.7222e-06 3.15189e-08 5.09191e-08 2.49925e-08 4.10031e-08 0 7.14672e-08 5.39604e-08 0 4.24509e-08 2.67973e-31 4.41759e-08 2.38081e-08 3.27845e-08 0 2.84768e-08 5.77723e-08 -------------------------------------------------------------- Initialization seed trial #645 of 1000; initialization seed = 493577870 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 716008 Distortion: 0.000312248 Distortions/cluster: 4.01594e-06 6.49867e-06 1.08283e-34 4.38119e-06 8.91498e-06 1.27749e-35 2.25077e-05 9.64317e-35 5.47848e-06 8.79971e-06 4.81569e-35 4.09758e-06 6.15355e-06 2.37044e-35 1.37986e-05 3.89794e-06 5.8665e-06 5.51843e-06 3.58104e-05 1.91302e-05 5.81966e-06 1.05627e-05 4.40807e-06 5.10372e-06 1.37663e-05 0 1.82839e-05 4.70296e-06 1.1168e-05 9.46534e-06 5.99826e-06 0 8.30551e-06 0 4.35604e-05 4.42434e-06 6.25581e-06 5.55287e-06 Variance: 5.30853e-08 Variances/cluster: 3.11277e-08 6.4981e-08 0 2.28167e-08 3.00142e-08 0 5.93676e-08 6.86694e-32 2.55981e-08 4.9712e-08 2.67973e-31 2.36829e-08 7.88844e-08 0 7.53791e-08 2.17737e-08 3.0712e-08 3.18953e-08 3.16869e-07 5.51126e-08 2.37517e-08 7.70942e-08 3.17099e-08 2.34095e-08 5.73413e-08 0 4.36228e-08 2.62709e-08 4.46681e-08 5.22779e-08 2.96916e-08 0 5.84845e-08 0 2.7222e-06 2.55712e-08 2.86939e-08 2.77619e-08 -------------------------------------------------------------- Initialization seed trial #646 of 1000; initialization seed = 493577871 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 24 BIC score: 504898 Distortion: 0.0359189 Distortions/cluster: 9.16742e-06 6.89061e-06 1.13975e-05 1.07962e-05 4.26979e-06 5.741e-06 9.68912e-06 4.35604e-05 1.08949e-05 5.96119e-06 6.11653e-06 1.18552e-05 7.09824e-06 1.70237e-05 1.01568e-05 6.69558e-06 1.27749e-35 4.81569e-35 2.37044e-35 0.0356196 8.13105e-06 7.17637e-06 5.14518e-06 3.76777e-06 4.80342e-06 5.19806e-06 4.4031e-06 6.63098e-06 0 9.25493e-06 5.91797e-06 6.29498e-06 6.07644e-06 1.08283e-34 3.28529e-05 5.3879e-06 6.1681e-06 4.80096e-06 Variance: 6.10658e-06 Variances/cluster: 5.20708e-08 4.33332e-08 2.53235e-07 3.98253e-08 2.30779e-08 2.72058e-08 4.77143e-08 2.7222e-06 4.7354e-08 3.31145e-08 2.76742e-08 3.36765e-08 5.6781e-08 5.61652e-08 5.2609e-08 2.50749e-08 0 2.67973e-31 0 0.035575 3.18837e-08 3.24694e-08 3.31916e-08 3.3941e-08 4.03616e-08 4.02917e-08 4.3165e-08 3.48885e-08 0 5.57358e-08 3.44039e-08 2.53808e-08 2.55283e-08 0 3.12848e-07 2.48264e-08 2.97941e-08 4.36413e-08 -------------------------------------------------------------- Initialization seed trial #647 of 1000; initialization seed = 493577872 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 600212 Distortion: 0.00421205 Distortions/cluster: 4.35604e-05 8.35888e-06 6.94689e-06 7.31728e-06 1.52736e-05 1.11175e-05 2.84808e-06 7.40868e-06 4.81569e-35 5.23023e-06 6.49286e-06 3.24979e-06 9.41809e-06 9.8402e-06 1.24832e-05 1.51032e-05 0.00391362 4.91195e-06 3.10007e-06 9.64317e-35 7.42751e-06 3.32963e-06 0 1.06593e-05 5.56231e-06 6.13059e-06 4.69654e-06 1.13729e-05 2.67946e-06 5.25082e-06 4.16555e-06 9.57073e-06 2.37044e-35 3.14299e-05 0 4.98669e-06 5.83568e-06 1.2671e-05 Variance: 7.16092e-07 Variances/cluster: 2.7222e-06 5.84487e-08 2.77851e-08 3.75121e-08 4.12667e-08 3.7179e-08 2.26015e-08 2.315e-07 2.67973e-31 3.78971e-08 2.78637e-08 2.57897e-08 3.69215e-08 4.82208e-08 5.13549e-08 6.39766e-08 0.00391989 2.40761e-08 2.02595e-08 6.86694e-32 2.90112e-08 2.8455e-08 0 5.30271e-08 2.79489e-08 3.46326e-08 3.45304e-08 5.49239e-08 2.14333e-08 2.17857e-08 2.72226e-08 2.99059e-08 0 3.11154e-07 0 4.49212e-08 1.42286e-07 4.62409e-08 -------------------------------------------------------------- Initialization seed trial #648 of 1000; initialization seed = 493577873 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 717687 Distortion: 0.000300098 Distortions/cluster: 7.98119e-06 1.06383e-05 2.37044e-35 7.68591e-06 4.35604e-05 9.77215e-06 5.21895e-06 6.84801e-06 8.83196e-06 5.01555e-06 1.11714e-05 9.49669e-06 4.81569e-35 3.44693e-06 9.32146e-06 0 1.06749e-05 9.64317e-35 5.25386e-06 9.26816e-06 3.66473e-06 4.93218e-06 3.38104e-05 7.97831e-06 1.08283e-34 8.86894e-06 6.60077e-06 6.96014e-06 1.31975e-05 7.1116e-06 5.18804e-06 8.64852e-06 6.64361e-06 9.86768e-06 4.56879e-06 1.27749e-35 7.8706e-06 0 Variance: 5.10197e-08 Variances/cluster: 4.95567e-08 3.02197e-08 0 4.54641e-08 2.7222e-06 4.34178e-08 2.8673e-08 1.55588e-07 2.94373e-08 2.14321e-08 3.39446e-08 4.25826e-08 2.67973e-31 3.78754e-08 2.73325e-08 0 3.21502e-08 6.86694e-32 4.77476e-08 8.05864e-08 3.21437e-08 4.25048e-08 3.13025e-07 5.08019e-08 0 7.39011e-08 2.98642e-08 3.06587e-08 4.45715e-08 5.5992e-08 2.83474e-08 3.50112e-08 4.5803e-08 5.11239e-08 2.56651e-08 0 3.4669e-08 0 -------------------------------------------------------------- Initialization seed trial #649 of 1000; initialization seed = 493577874 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 504470 Distortion: 0.0361568 Distortions/cluster: 4.55301e-06 7.48764e-06 1.01145e-05 6.6223e-06 7.4322e-06 5.4763e-06 2.06009e-05 3.15202e-06 1.02556e-05 1.59192e-05 0.000274274 9.5988e-06 1.3926e-05 3.36063e-06 6.36364e-06 7.8102e-06 5.01556e-06 3.96591e-06 2.45348e-05 1.27749e-35 3.93384e-06 5.39041e-06 5.03583e-06 4.28623e-06 1.38442e-05 3.95217e-06 2.37044e-35 9.83323e-06 1.08283e-34 5.98005e-06 0.0356196 5.75861e-06 5.26455e-06 9.02989e-06 5.07608e-06 9.30359e-06 3.80223e-06 6.34305e-06 Variance: 6.14703e-06 Variances/cluster: 4.59859e-08 4.30289e-08 3.12148e-08 5.56447e-08 2.77297e-08 3.14697e-08 5.86727e-08 3.75211e-08 5.2847e-08 7.5794e-07 3.01367e-06 5.45222e-08 5.08085e-08 2.82373e-08 4.32862e-08 5.10432e-08 2.21908e-08 2.20302e-08 2.72576e-06 0 3.0492e-08 2.43889e-08 3.84383e-08 2.4917e-08 3.82312e-08 2.32455e-08 0 4.79515e-08 0 3.14712e-08 0.035575 2.67817e-08 2.28873e-08 5.24823e-08 3.38377e-08 2.21478e-07 3.27749e-08 3.28627e-08 -------------------------------------------------------------- Initialization seed trial #650 of 1000; initialization seed = 493577875 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 717609 Distortion: 0.000302746 Distortions/cluster: 3.46076e-06 7.35886e-06 5.61628e-06 7.29612e-06 6.13649e-06 5.70605e-06 3.85431e-06 2.73338e-06 8.43566e-06 2.22294e-05 1.18445e-05 7.87418e-06 2.79306e-05 9.64317e-35 1.08283e-34 3.01385e-06 5.12899e-06 2.23298e-06 1.17543e-05 6.36424e-06 0 1.04189e-05 4.6291e-06 5.30288e-06 4.35604e-05 3.69019e-06 6.54961e-06 6.37628e-06 2.21344e-05 4.81569e-35 2.37044e-35 0 2.97514e-06 6.38124e-06 1.20902e-05 1.27749e-35 2.11933e-05 8.47331e-06 Variance: 5.14699e-08 Variances/cluster: 2.08455e-08 2.85203e-08 2.48486e-08 4.07567e-08 2.53552e-08 3.93489e-08 1.10113e-07 2.53061e-08 5.8576e-08 6.61382e-08 5.12585e-08 4.39857e-08 3.36475e-07 6.86694e-32 0 2.71486e-08 2.83345e-08 1.59484e-07 5.5427e-08 3.16601e-08 0 5.26165e-08 2.52931e-08 3.17506e-08 2.7222e-06 2.30612e-08 2.7517e-08 1.48236e-07 4.48826e-08 2.67973e-31 0 0 2.47899e-08 2.30349e-08 4.57925e-08 0 4.8371e-08 3.60535e-08 -------------------------------------------------------------- Initialization seed trial #651 of 1000; initialization seed = 493577876 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 718134 Distortion: 0.000295949 Distortions/cluster: 9.1398e-06 2.37044e-35 4.2576e-06 6.75274e-06 9.23755e-06 9.67038e-06 3.30028e-06 5.69232e-06 5.11331e-06 5.88122e-06 5.83568e-06 1.4795e-05 1.08283e-34 1.22239e-05 1.27749e-35 9.58921e-06 8.58142e-06 0 5.71882e-06 3.27017e-06 7.53113e-06 4.35604e-05 1.02845e-05 3.14299e-05 6.33186e-06 6.08129e-06 5.41371e-06 3.12656e-06 1.00604e-05 3.03301e-06 1.39664e-05 7.40769e-06 7.52481e-06 3.42852e-06 4.81569e-35 6.22564e-06 9.64317e-35 1.14837e-05 Variance: 5.03143e-08 Variances/cluster: 4.70972e-08 0 2.83814e-08 2.82518e-08 5.24691e-08 5.46184e-08 2.35711e-08 6.61837e-08 1.7043e-07 2.64894e-08 1.42286e-07 4.91371e-08 0 3.59411e-08 0 2.97776e-08 5.91772e-08 0 3.44475e-08 2.72482e-08 2.49353e-08 2.7222e-06 5.29958e-08 3.11154e-07 3.19763e-08 4.16493e-08 3.24141e-08 2.12666e-08 5.18538e-08 2.19758e-08 4.25665e-08 3.22045e-08 2.81803e-08 2.48414e-08 2.67973e-31 2.93636e-08 6.86694e-32 4.50305e-08 -------------------------------------------------------------- Initialization seed trial #652 of 1000; initialization seed = 493577877 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 505384 Distortion: 0.0359164 Distortions/cluster: 1.08283e-34 8.43566e-06 0.0356196 3.10001e-05 1.17206e-05 5.11331e-06 1.21892e-05 5.02486e-06 5.93573e-06 5.70246e-06 9.69611e-06 5.50055e-06 7.55784e-06 1.27749e-35 6.33772e-06 1.04189e-05 6.4162e-06 4.07002e-06 5.66571e-06 6.09993e-06 9.97998e-06 1.18884e-05 6.05407e-06 2.37044e-35 4.35604e-05 7.07074e-06 7.06428e-06 4.81569e-35 6.72349e-06 5.04672e-06 1.34376e-05 6.5698e-06 1.25605e-05 0 8.8261e-06 6.68646e-06 0 4.44873e-06 Variance: 6.10615e-06 Variances/cluster: 0 5.8576e-08 0.035575 3.09968e-07 3.18467e-08 1.7043e-07 4.59933e-08 2.8869e-08 4.42819e-08 1.46168e-07 2.68567e-08 2.49999e-08 2.85177e-08 0 2.61858e-08 5.26165e-08 3.19108e-08 2.92779e-08 3.90707e-08 2.96078e-08 4.37578e-08 5.30568e-08 6.57853e-08 0 2.7222e-06 3.51664e-08 4.38632e-08 2.67973e-31 3.24773e-08 4.16946e-08 3.49906e-08 4.59384e-08 3.32259e-08 0 5.07085e-08 2.8943e-08 0 4.83515e-08 -------------------------------------------------------------- Initialization seed trial #653 of 1000; initialization seed = 493577878 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 505157 Distortion: 0.0359181 Distortions/cluster: 4.07622e-06 4.81569e-35 5.03264e-06 8.13471e-06 8.6713e-06 1.08283e-34 1.03505e-05 4.35604e-05 2.37044e-35 4.44325e-06 3.1695e-05 1.21317e-05 1.0701e-05 4.36118e-06 1.10994e-05 1.08612e-05 5.11331e-06 1.15054e-05 5.43531e-06 1.02992e-05 1.47181e-05 1.06517e-05 6.98092e-06 9.43988e-06 0.0356196 5.34737e-06 1.08276e-05 5.52245e-06 6.28741e-06 1.27749e-35 6.66882e-06 4.00159e-06 5.5155e-06 3.21728e-06 0 4.33552e-06 7.55954e-06 0 Variance: 6.10644e-06 Variances/cluster: 3.06456e-08 2.67973e-31 2.25653e-08 4.72912e-08 3.97733e-08 0 4.63996e-08 2.7222e-06 0 2.75946e-08 3.10701e-07 5.20511e-08 5.14432e-08 2.53532e-08 3.31218e-08 4.39682e-08 1.7043e-07 6.08558e-08 2.74486e-08 6.02243e-08 4.41844e-08 3.41372e-08 2.36621e-08 4.79027e-08 0.035575 2.53408e-08 5.41206e-08 3.51715e-08 3.15923e-08 0 2.67801e-08 2.24789e-08 1.37842e-07 2.61537e-08 0 2.94899e-08 3.58241e-08 0 -------------------------------------------------------------- Initialization seed trial #654 of 1000; initialization seed = 493577879 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 61 BIC score: 600544 Distortion: 0.00421133 Distortions/cluster: 5.83992e-06 6.07542e-06 9.55615e-06 3.10001e-05 0.00391362 6.85921e-06 1.14268e-05 1.02807e-05 4.81569e-35 6.06455e-06 6.12957e-06 6.01297e-06 4.35604e-05 5.76219e-06 5.93324e-06 6.77382e-06 3.91305e-06 2.37044e-35 1.80908e-05 9.64317e-35 0 5.51561e-06 0 5.19067e-06 1.91733e-05 6.60216e-06 5.98487e-06 6.91646e-06 4.60038e-06 3.27722e-06 0 6.46028e-06 4.84349e-06 5.71392e-06 5.39264e-06 1.07941e-05 8.68643e-06 1.52767e-05 Variance: 7.15969e-07 Variances/cluster: 2.57243e-08 2.66442e-08 4.77654e-08 3.09968e-07 0.00391989 3.31334e-08 5.85803e-08 4.46946e-08 2.67973e-31 2.44517e-08 2.39415e-08 3.9297e-08 2.7222e-06 2.9699e-08 2.87996e-08 3.89267e-08 4.07584e-08 0 4.35782e-08 6.86694e-32 0 2.77142e-08 0 4.3985e-08 4.37602e-08 2.76217e-08 3.28806e-08 3.01993e-08 3.93164e-08 3.76662e-08 0 5.47434e-08 3.2946e-08 1.428e-07 1.7394e-07 5.39531e-08 2.63994e-08 5.78484e-08 -------------------------------------------------------------- Initialization seed trial #655 of 1000; initialization seed = 493577880 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 690275 Distortion: 0.000565058 Distortions/cluster: 1.01777e-05 7.67138e-06 8.07025e-06 1.16101e-05 7.46381e-06 3.62871e-05 5.96655e-06 3.94017e-06 1.04779e-05 6.94092e-06 8.24348e-06 9.64317e-35 8.99546e-06 9.70304e-06 2.37044e-35 1.15174e-05 9.17951e-06 5.47604e-06 0 9.81238e-06 1.27749e-35 6.30089e-06 1.08283e-34 8.01005e-06 0 0 0.000300791 7.16964e-06 8.80761e-06 8.16662e-06 6.83287e-06 0 1.44484e-05 6.94791e-06 1.07358e-05 0 1.53139e-05 0 Variance: 9.60657e-08 Variances/cluster: 2.78808e-08 2.72011e-08 2.83142e-08 3.15465e-08 2.46309e-08 3.35956e-07 4.41929e-08 4.02026e-08 5.29018e-08 3.15469e-08 3.58379e-08 6.86694e-32 5.19801e-08 4.77828e-08 0 4.79739e-08 5.56167e-08 5.36833e-08 0 3.62049e-08 0 5.52661e-08 0 3.96504e-08 0 0 1.87971e-05 2.97469e-08 7.46339e-08 6.80498e-08 1.55244e-07 0 3.86195e-08 3.15777e-08 3.21399e-08 0 4.27622e-08 0 -------------------------------------------------------------- Initialization seed trial #656 of 1000; initialization seed = 493577881 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 716779 Distortion: 0.000306485 Distortions/cluster: 1.9041e-05 8.39502e-06 4.22933e-06 4.88577e-06 4.12372e-06 8.72515e-06 4.80582e-06 9.27706e-06 4.86339e-06 5.96647e-06 7.51156e-06 4.942e-06 4.35604e-05 0 9.64317e-35 3.41519e-06 3.95659e-06 1.08283e-34 1.66175e-05 7.15984e-06 1.43989e-05 2.37044e-35 7.05346e-06 0 2.2375e-05 4.06678e-06 9.15696e-06 4.97253e-06 4.81569e-35 1.63634e-05 3.30819e-05 6.03252e-06 4.94683e-06 1.27749e-35 9.55717e-06 4.50681e-06 3.46484e-06 5.03171e-06 Variance: 5.21055e-08 Variances/cluster: 6.49662e-08 7.42854e-08 3.06446e-08 2.69908e-08 2.34276e-08 8.47036e-08 2.93007e-08 3.00203e-08 3.00183e-08 3.79996e-08 3.32339e-08 2.57373e-08 2.7222e-06 0 6.86694e-32 2.89389e-08 2.19785e-08 0 4.36011e-08 1.59058e-07 5.80413e-08 0 5.5975e-08 0 5.75009e-08 2.57361e-08 5.0587e-08 2.67315e-08 2.67973e-31 4.07932e-08 3.12061e-07 2.91401e-08 2.20821e-08 0 4.34382e-08 2.58989e-08 3.80722e-08 2.30792e-08 -------------------------------------------------------------- Initialization seed trial #657 of 1000; initialization seed = 493577882 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 689189 Distortion: 0.000570871 Distortions/cluster: 9.36767e-06 1.18784e-05 1.40155e-05 4.23105e-06 9.53597e-06 2.37044e-35 8.59117e-06 4.54185e-06 6.14957e-06 6.52022e-06 9.64317e-35 8.9601e-06 3.88953e-06 4.35604e-05 0 8.71785e-06 0.000298074 5.94731e-06 6.55711e-06 1.1382e-05 6.30083e-06 6.85724e-06 1.5924e-05 9.21206e-06 1.01079e-05 8.41089e-06 1.27749e-35 6.61251e-06 1.16969e-05 4.1623e-06 0 1.11459e-05 0 1.08283e-34 0 4.06983e-06 5.75551e-06 8.69537e-06 Variance: 9.70539e-08 Variances/cluster: 4.00291e-08 4.92721e-08 4.79943e-08 2.25029e-08 4.74274e-08 0 5.84383e-08 2.96827e-08 2.49961e-08 3.06087e-08 6.86694e-32 2.93748e-08 2.9916e-08 2.7222e-06 0 5.34677e-08 2.8936e-06 3.4574e-08 2.42835e-08 5.47169e-08 4.53257e-08 2.88094e-08 4.73773e-08 7.08388e-08 5.26284e-08 2.05114e-07 0 3.98309e-08 3.54422e-08 2.28674e-08 0 3.64126e-08 0 0 0 2.51194e-08 2.70185e-08 5.17414e-08 -------------------------------------------------------------- Initialization seed trial #658 of 1000; initialization seed = 493577883 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 78 BIC score: 597441 Distortion: 0.00446492 Distortions/cluster: 6.36787e-06 3.73264e-05 5.70356e-06 0.000296857 4.71707e-06 8.75446e-06 9.64317e-35 6.51552e-06 0.00391362 4.93809e-06 6.06346e-06 3.33349e-06 5.95828e-06 8.21001e-06 5.39264e-06 1.4637e-05 9.4105e-06 7.00863e-06 5.02617e-06 8.99046e-06 9.05226e-06 4.95737e-06 5.71392e-06 2.37044e-35 7.29501e-06 8.44828e-06 8.69451e-06 3.88149e-06 6.44138e-06 5.31621e-06 3.37919e-06 1.27299e-05 0 0 1.11553e-05 6.79465e-06 5.01518e-06 7.21665e-06 Variance: 7.59083e-07 Variances/cluster: 3.81276e-08 3.65906e-07 5.09089e-08 1.9788e-05 2.9115e-08 5.11792e-08 6.86694e-32 2.73737e-08 0.00391989 3.82767e-08 3.07763e-08 2.77758e-08 4.44502e-08 4.16712e-08 1.7394e-07 4.75074e-08 4.89971e-08 2.63459e-08 2.7463e-08 5.13701e-08 5.38662e-08 2.66498e-08 1.428e-07 0 2.44777e-08 4.28812e-08 3.63755e-08 3.96031e-08 2.69483e-08 2.48399e-08 3.75436e-08 4.28474e-08 0 0 3.39989e-08 5.5689e-08 2.32157e-08 2.87492e-08 -------------------------------------------------------------- Initialization seed trial #659 of 1000; initialization seed = 493577884 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 720038 Distortion: 0.000291262 Distortions/cluster: 8.57092e-06 3.74203e-06 2.37044e-35 7.28814e-06 1.08283e-34 2.45348e-05 1.59192e-05 9.93371e-06 9.35277e-06 9.13627e-06 1.4147e-05 6.23615e-06 5.86235e-06 9.64317e-35 7.23439e-06 6.61882e-06 1.32086e-05 4.81569e-35 0 8.25604e-06 7.65132e-06 9.33357e-06 0 1.27749e-35 6.46717e-06 1.44219e-05 0 0 1.57234e-05 0 7.36939e-06 1.04233e-05 1.27317e-05 1.3414e-05 1.5518e-05 1.99717e-05 8.19504e-06 0 Variance: 4.95175e-08 Variances/cluster: 5.13189e-08 3.93867e-08 0 3.96052e-08 0 2.72576e-06 7.5794e-07 8.63733e-08 5.25267e-08 3.48682e-08 3.5903e-08 2.67622e-08 3.25659e-08 6.86694e-32 4.35768e-08 3.65645e-08 1.28225e-07 2.67973e-31 0 2.9068e-08 4.39696e-08 4.76049e-08 0 0 5.52701e-08 3.96077e-08 0 0 3.11317e-08 0 2.45625e-08 5.34359e-08 3.45003e-08 7.28802e-08 5.0367e-08 6.18116e-08 2.92653e-08 0 -------------------------------------------------------------- Initialization seed trial #660 of 1000; initialization seed = 493577885 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 84 BIC score: 690662 Distortion: 0.000553954 Distortions/cluster: 9.53091e-06 6.63172e-06 7.12905e-06 1.09913e-05 4.62569e-06 7.06133e-06 6.60524e-06 7.74828e-06 8.88352e-06 1.09498e-05 5.39613e-06 6.87098e-06 6.93004e-06 5.11331e-06 6.7512e-06 1.08283e-34 8.83216e-06 4.14572e-06 1.02831e-05 6.55351e-06 3.34483e-06 5.07062e-06 9.64317e-35 8.11961e-06 5.97655e-06 9.86099e-06 2.37044e-35 3.77725e-05 1.27749e-35 0 0.000296857 1.12348e-05 5.83568e-06 0 1.42807e-05 7.03934e-06 7.52772e-06 0 Variance: 9.41778e-08 Variances/cluster: 3.73729e-08 3.02792e-08 3.39447e-08 3.02764e-08 4.0573e-08 2.83563e-08 4.7165e-08 4.23369e-08 5.07591e-08 2.85863e-08 4.11784e-08 6.1895e-08 3.06603e-08 1.7043e-07 5.57901e-08 0 5.16337e-08 2.81997e-08 3.22323e-08 2.83678e-08 3.71619e-08 4.29573e-08 6.86694e-32 4.41143e-08 2.57587e-08 2.74655e-08 0 3.66684e-07 0 0 1.9788e-05 3.47714e-08 1.42286e-07 0 4.2488e-08 4.37085e-08 5.22602e-08 0 -------------------------------------------------------------- Initialization seed trial #661 of 1000; initialization seed = 493577886 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 73 BIC score: 600359 Distortion: 0.00421538 Distortions/cluster: 5.71414e-06 5.23855e-06 9.87533e-06 3.14299e-05 6.00601e-06 6.01711e-06 6.65266e-06 5.51369e-06 6.96613e-06 1.0589e-05 4.75118e-06 5.5719e-06 3.37718e-06 6.49005e-06 4.59993e-06 5.18635e-06 1.82047e-05 6.6039e-06 0.00391362 9.64317e-35 1.58946e-05 4.50505e-06 1.66678e-05 2.37044e-35 4.35604e-05 0 6.94037e-06 0 4.81569e-35 0 6.66777e-06 6.42167e-06 7.02067e-06 8.63787e-06 8.8874e-06 1.48793e-05 6.63301e-06 6.24975e-06 Variance: 7.16657e-07 Variances/cluster: 3.023e-08 5.40024e-08 5.16867e-08 3.11154e-07 2.88725e-08 3.08539e-08 7.55915e-08 2.52899e-08 3.93533e-08 1.96041e-07 4.31889e-08 2.42229e-08 3.79428e-08 2.71526e-08 3.00623e-08 2.55455e-08 6.38561e-08 3.15947e-08 0.00391989 6.86694e-32 4.41372e-08 2.66544e-08 5.23977e-08 0 2.7222e-06 0 7.08146e-08 0 2.67973e-31 0 2.778e-08 5.48813e-08 2.34002e-08 3.65979e-08 5.01951e-08 3.89383e-08 2.87119e-08 3.07843e-08 -------------------------------------------------------------- Initialization seed trial #662 of 1000; initialization seed = 493577887 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 718145 Distortion: 0.000299811 Distortions/cluster: 9.97886e-06 5.83568e-06 1.51538e-05 1.27749e-35 2.42524e-06 1.37049e-05 8.64916e-06 1.08283e-34 9.64317e-35 3.14299e-05 4.81569e-35 9.57984e-06 9.33014e-06 5.11331e-06 4.35604e-05 1.156e-05 5.68453e-06 2.37044e-35 9.95532e-06 0 6.34633e-06 6.19465e-06 5.18677e-06 4.35851e-06 4.7563e-06 7.38274e-06 1.56196e-05 9.44275e-06 8.12723e-06 7.75591e-06 4.82358e-06 8.10635e-06 1.12246e-05 3.49307e-06 8.59851e-06 0 0 6.43305e-06 Variance: 5.09709e-08 Variances/cluster: 2.76399e-08 1.42286e-07 4.24337e-08 0 2.92165e-08 3.81628e-08 5.0861e-08 0 6.86694e-32 3.11154e-07 2.67973e-31 5.12126e-08 5.48666e-08 1.7043e-07 2.7222e-06 3.21079e-08 2.43945e-08 0 3.72826e-08 0 2.84565e-08 4.95527e-08 2.50539e-08 2.92483e-08 2.89993e-08 4.76152e-08 5.00467e-08 2.90521e-08 4.16742e-08 4.26114e-08 4.05311e-08 2.8541e-08 3.38062e-08 3.79651e-08 5.08748e-08 0 0 5.54525e-08 -------------------------------------------------------------- Initialization seed trial #663 of 1000; initialization seed = 493577888 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 718746 Distortion: 0.000307069 Distortions/cluster: 1.27367e-05 1.45991e-05 1.05265e-05 8.71336e-06 1.08283e-34 2.45348e-05 1.59192e-05 3.24121e-05 1.02694e-05 6.26434e-06 7.40176e-06 9.24507e-06 1.27599e-05 9.64317e-35 2.37044e-35 1.7323e-05 2.61523e-05 1.14923e-05 7.46527e-06 0 1.27749e-35 1.24925e-05 0 8.60257e-06 7.74431e-06 8.01506e-06 1.41841e-05 1.72434e-05 0 0 1.09711e-05 0 0 0 4.81569e-35 0 0 0 Variance: 5.22048e-08 Variances/cluster: 1.26092e-07 3.76234e-08 5.42431e-08 2.64011e-08 0 2.72576e-06 7.5794e-07 5.78597e-08 3.19891e-08 3.04066e-08 3.55815e-08 7.00328e-08 3.23828e-08 6.86694e-32 0 6.16279e-08 5.35736e-08 5.68884e-08 6.72487e-08 0 0 4.59247e-08 0 5.85159e-08 3.16057e-08 2.92496e-08 3.58153e-08 7.66139e-08 0 0 2.84201e-08 0 0 0 2.67973e-31 0 0 0 -------------------------------------------------------------- Initialization seed trial #664 of 1000; initialization seed = 493577889 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 689278 Distortion: 0.000566812 Distortions/cluster: 5.04446e-06 4.64546e-06 6.35508e-06 5.77453e-06 9.11332e-06 1.27749e-35 9.64317e-35 5.72184e-06 1.55495e-05 4.64041e-06 5.05274e-06 7.21072e-06 8.96518e-06 8.28968e-06 9.96283e-06 6.36429e-06 5.991e-06 4.2778e-06 1.4005e-05 5.35157e-06 6.59861e-06 4.35415e-06 1.02642e-05 2.37044e-35 4.12219e-06 5.00617e-06 0.000297341 0 4.35604e-05 5.87418e-06 5.2835e-06 1.95416e-05 0 5.68152e-06 7.60093e-06 1.08283e-34 1.585e-05 3.41863e-06 Variance: 9.63639e-08 Variances/cluster: 2.53461e-08 2.93991e-08 2.9556e-08 5.39642e-08 1.85932e-07 0 6.86694e-32 3.25076e-08 4.31788e-08 2.97434e-08 4.76631e-08 2.75195e-08 5.15074e-08 6.57858e-08 3.17256e-08 2.94617e-08 6.24005e-08 3.14517e-08 5.76151e-08 3.11101e-08 5.49836e-08 2.30358e-08 5.51671e-08 0 2.48303e-08 2.32824e-08 2.88651e-06 0 2.7222e-06 4.4163e-08 2.29691e-08 5.48745e-08 0 2.48079e-08 3.95848e-08 0 4.03177e-08 3.79818e-08 -------------------------------------------------------------- Initialization seed trial #665 of 1000; initialization seed = 493577890 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 716787 Distortion: 0.000305389 Distortions/cluster: 3.40601e-06 5.29794e-06 0 1.72158e-05 5.59982e-06 1.82088e-05 6.15226e-06 9.59037e-06 1.30835e-05 1.47742e-05 5.6063e-06 1.08283e-34 1.12155e-05 4.81569e-35 8.16425e-06 6.35596e-06 5.45923e-06 1.08566e-05 4.90818e-06 5.68067e-06 4.35604e-05 6.03374e-06 2.37044e-35 4.33739e-06 1.27749e-35 2.78801e-06 8.42916e-06 6.74918e-06 9.42002e-06 7.52375e-06 7.2573e-06 3.46798e-05 6.77658e-06 7.33938e-06 2.87071e-06 9.64317e-35 6.04816e-06 0 Variance: 5.19192e-08 Variances/cluster: 2.83801e-08 3.43985e-08 0 5.69878e-08 4.70534e-08 6.29866e-08 4.42574e-08 8.96236e-08 5.66203e-08 4.47558e-08 3.33675e-08 0 3.3171e-08 2.67973e-31 3.56486e-08 2.40735e-08 2.87303e-08 4.88875e-08 2.583e-08 2.50228e-08 2.7222e-06 3.1423e-08 0 2.20146e-08 0 2.28502e-08 4.03275e-08 2.83554e-08 4.34063e-08 3.46686e-08 5.71392e-08 3.15236e-07 2.57642e-08 1.6305e-07 2.17454e-08 6.86694e-32 3.37857e-08 0 -------------------------------------------------------------- Initialization seed trial #666 of 1000; initialization seed = 493577891 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 691122 Distortion: 0.000543936 Distortions/cluster: 1.1731e-05 5.64582e-06 7.65218e-06 6.68112e-06 1.06847e-05 5.68855e-06 5.41213e-06 1.59192e-05 7.93186e-06 5.06547e-06 0 5.73767e-06 8.66984e-06 1.52479e-05 5.28595e-06 1.08283e-34 3.44348e-06 4.78959e-06 6.18419e-06 6.74139e-06 9.64317e-35 2.37044e-35 1.02105e-05 7.67381e-06 0.000278421 7.80037e-06 3.96624e-06 1.27749e-35 5.35116e-06 9.00435e-06 6.13134e-06 0 8.48545e-06 8.3657e-06 2.45348e-05 7.41931e-06 5.16603e-06 2.28941e-05 Variance: 9.24747e-08 Variances/cluster: 7.56611e-08 4.41041e-08 3.96453e-08 5.5211e-08 4.8773e-08 5.36622e-08 3.51406e-08 7.5794e-07 4.50528e-08 2.6658e-08 0 2.48362e-08 5.06844e-08 4.05399e-08 2.33871e-08 0 3.78374e-08 4.20002e-08 3.41636e-08 2.98265e-08 6.86694e-32 0 3.22064e-08 4.43533e-08 2.72933e-06 2.83625e-08 3.02731e-08 0 2.34672e-08 3.23869e-08 2.68887e-08 0 7.01221e-08 5.22692e-08 2.72576e-06 3.10404e-08 3.11179e-08 6.07071e-08 -------------------------------------------------------------- Initialization seed trial #667 of 1000; initialization seed = 493577892 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 56 BIC score: 715123 Distortion: 0.000331442 Distortions/cluster: 1.04189e-05 4.81569e-35 0 4.50965e-06 6.56974e-06 2.37044e-35 9.64317e-35 8.43566e-06 8.98139e-06 3.14299e-05 0 5.66301e-06 4.35604e-05 1.19531e-05 5.44427e-06 2.83164e-05 3.49568e-05 0 1.27749e-35 0 6.11274e-06 5.7546e-06 4.67605e-05 1.08283e-34 1.11612e-05 0 6.13371e-06 0 6.2517e-06 5.11331e-06 5.63155e-06 6.09916e-06 6.843e-06 9.98739e-06 1.02383e-05 5.11528e-06 0 0 Variance: 5.63485e-08 Variances/cluster: 5.26165e-08 2.67973e-31 0 2.836e-08 2.83154e-08 0 6.86694e-32 5.8576e-08 2.62591e-08 3.11154e-07 0 2.68363e-08 2.7222e-06 4.57937e-08 2.48571e-08 4.79782e-08 6.1416e-08 0 0 0 2.93847e-08 3.88793e-08 8.43786e-08 0 3.06598e-08 0 1.45992e-07 0 2.61547e-08 1.7043e-07 3.33194e-08 6.62892e-08 3.00105e-08 3.5288e-08 3.01102e-08 3.40987e-08 0 0 -------------------------------------------------------------- Initialization seed trial #668 of 1000; initialization seed = 493577893 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 689657 Distortion: 0.000567077 Distortions/cluster: 6.99849e-06 1.8102e-05 4.46023e-06 5.48421e-06 9.31729e-06 1.19342e-05 1.27749e-35 1.01481e-05 8.35888e-06 4.07039e-06 5.39264e-06 7.37932e-06 0.000295506 6.42553e-06 4.35604e-05 9.64317e-35 1.10873e-05 5.71392e-06 6.65845e-06 2.37044e-35 1.08283e-34 9.09148e-06 3.65675e-06 1.17496e-05 6.39419e-06 7.51675e-06 1.46621e-05 0 8.42766e-06 0 4.38759e-06 0 0 3.76508e-06 1.92534e-05 5.92515e-06 5.96342e-06 5.68709e-06 Variance: 9.64089e-08 Variances/cluster: 2.49924e-08 4.38164e-08 2.50549e-08 4.00275e-08 5.23275e-08 5.52333e-08 0 5.2577e-08 5.84487e-08 2.4371e-08 1.7394e-07 2.91648e-08 3.04613e-06 2.92044e-08 2.7222e-06 6.86694e-32 5.65508e-08 1.428e-07 3.41428e-08 0 0 4.99486e-08 2.12577e-08 4.5893e-08 3.21288e-08 3.11871e-08 5.42864e-08 0 3.6323e-08 0 2.49266e-08 0 0 2.89588e-08 4.38429e-08 2.84838e-08 2.35688e-08 3.26812e-08 -------------------------------------------------------------- Initialization seed trial #669 of 1000; initialization seed = 493577894 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 600883 Distortion: 0.0042023 Distortions/cluster: 4.14651e-06 6.55403e-06 3.19736e-05 5.24176e-06 5.69157e-06 4.26055e-06 3.62241e-06 6.55502e-06 1.9789e-05 9.3531e-06 0.00391362 4.81569e-35 1.59192e-05 8.10845e-06 7.41553e-06 6.43997e-06 3.17429e-06 6.80959e-06 6.53788e-06 4.30948e-06 1.81922e-05 9.64317e-35 2.37044e-35 4.73707e-06 2.45348e-05 1.04844e-05 5.8844e-06 0 7.50622e-06 5.74745e-06 3.34967e-06 5.47011e-06 3.00054e-06 2.91211e-05 0 3.04525e-06 7.67886e-06 4.02155e-06 Variance: 7.14433e-07 Variances/cluster: 4.23076e-08 2.92565e-08 7.89219e-08 3.08303e-08 6.18594e-08 3.7045e-08 4.82957e-08 2.96581e-08 4.40593e-08 3.09674e-08 0.00391989 2.67973e-31 7.5794e-07 3.5251e-08 7.48984e-08 2.58611e-08 3.77862e-08 2.34793e-08 3.1279e-08 3.62108e-08 4.45741e-08 6.86694e-32 0 2.46693e-08 2.72576e-06 1.10351e-07 5.44805e-08 0 3.07605e-08 2.37471e-08 2.76806e-08 2.80495e-08 2.43925e-08 6.4982e-08 0 4.83339e-08 1.6688e-07 2.95677e-08 -------------------------------------------------------------- Initialization seed trial #670 of 1000; initialization seed = 493577895 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 600948 Distortion: 0.00419058 Distortions/cluster: 9.56783e-06 9.44523e-06 1.59192e-05 1.07736e-05 7.12692e-06 8.58135e-06 7.92634e-06 5.56871e-06 1.53498e-05 9.92204e-06 5.96061e-06 6.00769e-06 7.66615e-06 6.17838e-06 9.64317e-35 1.32139e-05 1.07336e-05 5.95198e-06 8.35143e-06 2.37044e-35 0.00391362 0 5.56425e-06 7.13813e-06 5.51869e-06 1.3986e-05 8.44126e-06 0 2.45348e-05 0 4.81569e-35 8.47368e-06 1.58773e-05 5.50176e-06 5.48717e-06 6.40462e-06 0 5.78541e-06 Variance: 7.12441e-07 Variances/cluster: 2.73343e-08 3.70369e-08 7.5794e-07 4.41503e-08 3.26893e-08 6.55012e-08 5.74323e-08 2.78407e-08 3.95485e-08 2.94397e-08 4.51523e-08 2.48224e-08 3.11605e-08 5.32572e-08 6.86694e-32 5.04188e-08 1.11797e-07 5.46019e-08 2.94039e-08 0 0.00391989 0 3.12568e-08 1.58576e-07 2.75911e-08 6.1323e-08 4.58616e-08 0 2.72576e-06 0 2.67973e-31 5.2615e-08 4.38456e-08 4.39996e-08 2.57583e-08 2.93764e-08 0 3.01288e-08 -------------------------------------------------------------- Initialization seed trial #671 of 1000; initialization seed = 493577896 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 504858 Distortion: 0.0361775 Distortions/cluster: 8.61877e-06 4.35604e-05 0.000295506 7.21789e-06 5.696e-06 1.30489e-05 6.32962e-06 6.98032e-06 5.42651e-06 2.75265e-06 6.90355e-06 7.92634e-06 5.24399e-06 0.0356196 6.24572e-06 5.90824e-06 5.78857e-06 1.06506e-05 5.94934e-06 6.8777e-06 1.27749e-35 7.1118e-06 5.94619e-06 7.32485e-06 1.1434e-05 8.72472e-06 2.85499e-06 7.36432e-06 8.16558e-06 8.10139e-06 2.37044e-35 7.27781e-06 9.54024e-06 1.3799e-05 1.08283e-34 0 3.64611e-06 0 Variance: 6.15054e-06 Variances/cluster: 3.43347e-08 2.7222e-06 3.04613e-06 2.71325e-08 2.38299e-08 4.26293e-08 3.43965e-08 4.53133e-08 2.59612e-08 1.14655e-07 2.77227e-08 5.74323e-08 4.48176e-08 0.035575 3.2358e-08 4.47555e-08 3.91088e-08 3.77648e-08 3.16427e-08 4.80803e-08 0 2.29394e-07 4.21577e-08 2.43329e-08 3.4955e-08 4.95564e-08 1.0977e-07 4.68914e-08 3.24003e-08 3.38941e-08 0 2.87636e-08 4.29705e-08 4.64466e-08 0 0 2.91655e-08 0 -------------------------------------------------------------- Initialization seed trial #672 of 1000; initialization seed = 493577897 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 505522 Distortion: 0.0359247 Distortions/cluster: 0.0356196 6.61657e-06 1.27749e-35 1.26573e-05 5.33471e-06 1.34677e-05 4.35604e-05 1.08283e-34 5.64582e-06 1.01827e-05 8.14702e-06 5.99335e-06 6.46397e-06 6.53319e-06 8.61617e-06 4.13168e-06 5.63214e-06 6.54006e-06 3.26564e-06 3.35567e-05 1.63971e-05 1.62138e-05 4.18362e-06 4.83265e-06 8.8006e-06 2.37044e-35 4.87693e-06 1.21828e-05 0 0 4.81569e-35 8.28095e-06 7.56379e-06 3.95741e-06 0 1.91005e-05 8.02177e-06 4.39433e-06 Variance: 6.10757e-06 Variances/cluster: 0.035575 2.87651e-08 0 3.45798e-08 2.72155e-08 5.68075e-08 2.7222e-06 0 4.41041e-08 5.68693e-08 6.67735e-08 3.23936e-08 1.50277e-07 3.23392e-08 7.69231e-08 2.29514e-08 5.36361e-08 5.49537e-08 3.79696e-08 3.13581e-07 4.08773e-08 4.27663e-08 2.22507e-08 2.18653e-08 5.14488e-08 0 2.58016e-08 3.31027e-08 0 0 2.67973e-31 2.90535e-08 3.3465e-08 3.04381e-08 0 5.53459e-08 3.99059e-08 2.63103e-08 -------------------------------------------------------------- Initialization seed trial #673 of 1000; initialization seed = 493577898 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 74 BIC score: 505799 Distortion: 0.0359081 Distortions/cluster: 9.59993e-06 5.73137e-06 1.59192e-05 2.45348e-05 1.02061e-05 2.21238e-05 1.1556e-05 6.92523e-06 8.24811e-06 4.78201e-06 9.41674e-06 1.6486e-05 5.92435e-06 9.64796e-06 1.40212e-05 1.04551e-05 4.93949e-06 1.29394e-05 5.03771e-06 9.46804e-06 2.37044e-35 9.50646e-06 0.0356196 9.2121e-06 8.66855e-06 0 1.27749e-35 4.81569e-35 0 0 1.08283e-34 5.1521e-06 4.97766e-06 1.13234e-05 7.24853e-06 1.44787e-05 0 0 Variance: 6.10474e-06 Variances/cluster: 3.67781e-08 3.37103e-08 7.5794e-07 2.72576e-06 4.81267e-08 5.86645e-08 5.69218e-08 3.32914e-08 2.89382e-08 2.36707e-08 3.07707e-08 6.64544e-08 2.37905e-08 2.96834e-08 1.33521e-07 5.30545e-08 3.29261e-08 4.58807e-08 3.24985e-08 5.70192e-08 0 6.93847e-08 0.035575 5.26235e-08 5.85663e-08 0 0 2.67973e-31 0 0 0 2.35228e-08 2.25214e-08 4.28878e-08 3.32472e-08 3.88044e-08 0 0 -------------------------------------------------------------- Initialization seed trial #674 of 1000; initialization seed = 493577899 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 600364 Distortion: 0.00421017 Distortions/cluster: 5.42904e-06 3.95575e-06 8.57063e-06 5.75221e-06 8.5394e-06 6.48514e-06 5.63214e-06 1.18455e-05 4.81569e-35 6.81726e-06 1.319e-05 0.00391362 5.46596e-06 1.19972e-05 7.94233e-06 7.75581e-06 4.33013e-06 9.68991e-06 8.63385e-06 7.70564e-06 5.92666e-06 1.45522e-05 7.18574e-06 5.4827e-06 7.17139e-06 7.13271e-06 6.60075e-06 9.64317e-35 2.85206e-06 6.11885e-06 2.37044e-35 4.35604e-05 3.35567e-05 7.06426e-06 0 0 7.52003e-06 2.08423e-06 Variance: 7.15772e-07 Variances/cluster: 4.37682e-08 2.99643e-08 3.23392e-08 4.35736e-08 2.76332e-08 2.92094e-08 5.36361e-08 3.36491e-08 2.67973e-31 1.5489e-07 4.71029e-08 0.00391989 2.35574e-08 3.56944e-08 2.54539e-08 3.89706e-08 4.24486e-08 4.48463e-08 7.07635e-08 2.81204e-08 4.62872e-08 4.32959e-08 3.35753e-08 4.45601e-08 4.50987e-08 4.37448e-08 2.61912e-08 6.86694e-32 3.60992e-08 2.75592e-08 0 2.7222e-06 3.13581e-07 5.00854e-08 0 0 5.25718e-08 5.08304e-08 -------------------------------------------------------------- Initialization seed trial #675 of 1000; initialization seed = 493577900 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 717950 Distortion: 0.000300459 Distortions/cluster: 6.03929e-06 5.2894e-06 1.26254e-05 2.37044e-35 8.48682e-06 1.03847e-05 0 4.64362e-06 7.37885e-06 5.967e-06 4.35604e-05 5.54074e-06 7.25549e-06 4.81569e-35 6.57717e-06 7.43702e-06 3.14299e-05 3.68161e-06 9.64317e-35 7.22513e-06 5.72313e-06 5.16614e-06 7.01045e-06 5.77265e-06 1.08283e-34 5.11331e-06 7.34085e-06 6.16544e-06 1.13443e-05 1.83643e-05 1.92128e-05 6.3309e-06 1.48452e-05 7.36127e-06 7.1858e-06 0 0 1.27749e-35 Variance: 5.10811e-08 Variances/cluster: 2.8756e-08 4.09897e-08 4.3672e-08 0 2.61103e-08 3.34882e-08 0 2.86618e-08 3.44776e-08 2.59412e-08 2.7222e-06 1.38473e-07 3.074e-08 2.67973e-31 4.66316e-08 4.64663e-08 3.11154e-07 5.04177e-08 6.86694e-32 3.37594e-08 2.37453e-08 2.33742e-08 4.29953e-08 4.33891e-08 0 1.7043e-07 3.20529e-08 4.85323e-08 6.13155e-08 4.47869e-08 4.65163e-08 2.76434e-08 5.60153e-08 4.02124e-08 3.50491e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #676 of 1000; initialization seed = 493577901 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 717547 Distortion: 0.000305968 Distortions/cluster: 8.06016e-06 7.69396e-06 1.08283e-34 6.19627e-06 6.75011e-06 1.41445e-05 8.27098e-06 6.91823e-06 8.58695e-06 5.94108e-06 8.10683e-06 9.48274e-06 0 1.03793e-05 8.38356e-06 7.3822e-06 5.99641e-06 1.53139e-05 8.65612e-06 1.08888e-05 4.81569e-35 1.43105e-05 9.64317e-35 5.73725e-06 8.25099e-06 2.37044e-35 1.28324e-05 1.27749e-35 5.15072e-06 8.23768e-06 0 5.29919e-06 3.58446e-05 0 4.08341e-05 0 1.23185e-05 0 Variance: 5.20177e-08 Variances/cluster: 3.4442e-08 5.30458e-08 0 4.48966e-08 5.03582e-08 3.45802e-08 2.88163e-08 1.57182e-07 3.2279e-08 3.24611e-08 5.7901e-08 8.03549e-08 0 4.32435e-08 6.60071e-08 2.36588e-08 2.39829e-08 4.27622e-08 5.09019e-08 4.79528e-08 2.67973e-31 3.83536e-08 6.86694e-32 5.41217e-08 3.27392e-08 0 3.39451e-08 0 2.57506e-08 4.54974e-08 0 4.34217e-08 3.34962e-07 0 2.72194e-06 0 3.329e-08 0 -------------------------------------------------------------- Initialization seed trial #677 of 1000; initialization seed = 493577902 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 600162 Distortion: 0.00421048 Distortions/cluster: 6.33705e-06 1.3208e-05 9.67831e-06 0.00391362 8.95389e-06 5.27913e-06 4.35604e-05 7.07046e-06 2.37044e-35 4.81569e-35 6.5864e-06 3.22054e-06 9.06572e-06 7.50094e-06 9.01379e-06 8.01472e-06 5.90071e-06 6.30074e-06 6.41297e-06 7.13813e-06 6.88652e-06 4.5405e-06 5.37812e-06 5.95131e-06 9.88501e-06 8.84262e-06 5.41076e-06 6.26347e-06 6.20832e-06 9.39315e-06 9.64317e-35 3.38104e-05 1.14556e-05 6.07066e-06 0 5.86942e-06 7.64579e-06 0 Variance: 7.15824e-07 Variances/cluster: 3.38851e-08 3.78329e-08 2.96855e-08 0.00391989 2.69664e-08 5.1753e-08 2.7222e-06 3.36657e-08 0 2.67973e-31 3.06317e-08 3.74453e-08 4.35708e-08 6.94476e-08 5.23888e-08 7.48971e-08 2.40824e-08 5.47842e-08 3.19025e-08 1.58576e-07 2.98083e-08 4.58598e-08 2.51292e-08 2.72969e-08 5.22848e-08 5.29339e-08 3.27891e-08 2.40881e-08 3.97935e-08 4.74249e-08 6.86694e-32 3.13025e-07 4.71273e-08 3.94164e-08 0 3.20628e-08 2.80041e-08 0 -------------------------------------------------------------- Initialization seed trial #678 of 1000; initialization seed = 493577903 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 721700 Distortion: 0.000273672 Distortions/cluster: 6.05723e-06 7.46825e-06 9.20448e-06 8.31902e-06 6.92251e-06 0 5.59177e-06 1.27749e-35 9.75377e-06 1.58604e-05 6.52464e-06 7.54673e-06 1.04746e-05 9.33894e-06 2.79255e-06 1.36289e-05 2.80054e-06 1.08283e-34 1.55668e-05 1.59192e-05 3.36599e-06 3.34135e-06 2.45348e-05 7.1729e-06 7.09283e-06 2.37044e-35 1.14536e-05 3.63124e-06 7.08663e-06 6.28646e-06 4.81569e-35 9.62761e-06 3.8122e-06 9.64317e-35 8.31914e-06 9.38502e-06 9.06438e-06 5.72716e-06 Variance: 4.6527e-08 Variances/cluster: 3.44128e-08 4.26718e-08 5.38112e-08 2.8883e-08 5.58219e-08 0 2.68808e-08 0 5.13317e-08 5.0175e-08 2.49964e-08 3.29523e-08 1.10249e-07 5.04645e-08 2.27014e-08 3.79511e-08 2.17071e-08 0 4.38358e-08 7.5794e-07 2.40399e-08 2.128e-08 2.72576e-06 1.59349e-07 3.07022e-08 0 3.35853e-08 3.86272e-08 4.69162e-08 3.53139e-08 2.67973e-31 8.37118e-08 3.02521e-08 6.86694e-32 3.32736e-08 4.28505e-08 5.20773e-08 2.31849e-08 -------------------------------------------------------------- Initialization seed trial #679 of 1000; initialization seed = 493577904 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 721560 Distortion: 0.000277919 Distortions/cluster: 6.72404e-06 1.01485e-05 7.83739e-06 5.30546e-06 4.81296e-06 7.07712e-06 8.97097e-06 9.20807e-06 2.45348e-05 4.76349e-06 5.43791e-06 1.27749e-35 1.06113e-05 1.35966e-05 4.38965e-06 1.01409e-05 9.64317e-35 1.59192e-05 0 7.43708e-06 1.60431e-05 5.00564e-06 1.22353e-05 5.1231e-06 2.37044e-35 1.19112e-05 1.08283e-34 0 4.81569e-35 9.58205e-06 1.0077e-05 6.99271e-06 7.32087e-06 1.15326e-05 0 9.33884e-06 3.22994e-06 1.26107e-05 Variance: 4.7249e-08 Variances/cluster: 5.51103e-08 1.0795e-07 2.06216e-07 4.34836e-08 2.44287e-08 4.4228e-08 5.18386e-08 5.57897e-08 2.72576e-06 2.36962e-08 3.57716e-08 0 4.73568e-08 3.45061e-08 4.22056e-08 3.13931e-08 6.86694e-32 7.5794e-07 0 2.78518e-08 3.86547e-08 2.6068e-08 3.24516e-08 3.79458e-08 0 6.43639e-08 0 0 2.67973e-31 2.67632e-08 5.24676e-08 3.58567e-08 3.93562e-08 3.74313e-08 0 4.71507e-08 3.71228e-08 4.3471e-08 -------------------------------------------------------------- Initialization seed trial #680 of 1000; initialization seed = 493577905 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 600329 Distortion: 0.0042117 Distortions/cluster: 4.86412e-06 3.33931e-06 3.14299e-05 1.91654e-05 1.43989e-05 9.64317e-35 1.64598e-05 3.5298e-06 5.11331e-06 5.83568e-06 4.63508e-06 7.15726e-06 2.24391e-05 0.00391362 2.84461e-06 5.28333e-06 4.84957e-06 3.60932e-06 5.22119e-06 2.82868e-06 5.4262e-06 6.06635e-06 8.41956e-06 5.57123e-06 2.37044e-35 1.63001e-05 4.35604e-05 6.64911e-06 5.41653e-06 4.24507e-06 4.81569e-35 5.83967e-06 6.48597e-06 0 4.42414e-06 5.47058e-06 6.52956e-06 4.66536e-06 Variance: 7.16031e-07 Variances/cluster: 2.44407e-08 3.83795e-08 3.11154e-07 6.53905e-08 5.80413e-08 6.86694e-32 4.09315e-08 3.29858e-08 1.7043e-07 1.42286e-07 2.42645e-08 2.36192e-08 5.76657e-08 0.00391989 2.99408e-08 3.66867e-08 4.36861e-08 5.30736e-08 2.6367e-08 3.58033e-08 2.433e-08 2.95885e-08 3.59779e-08 2.54372e-08 0 4.2881e-08 2.7222e-06 3.29135e-08 2.7633e-08 4.20278e-08 2.67973e-31 6.27864e-08 2.73646e-08 0 2.96894e-08 3.23672e-08 2.65406e-08 3.73198e-08 -------------------------------------------------------------- Initialization seed trial #681 of 1000; initialization seed = 493577906 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 505228 Distortion: 0.035912 Distortions/cluster: 4.66533e-06 5.63778e-06 7.70632e-06 3.78624e-06 6.45792e-06 6.36093e-06 4.47176e-06 1.28876e-05 7.96709e-06 6.2524e-06 5.39264e-06 3.60932e-06 5.40457e-06 4.23303e-06 6.93448e-06 1.27749e-35 5.4448e-06 1.08283e-34 5.7032e-06 7.74708e-06 3.18879e-06 3.0641e-06 1.1915e-05 6.07205e-06 3.10001e-05 4.35604e-05 0.0356196 1.47051e-05 1.28549e-05 4.96046e-06 9.63625e-06 5.0946e-06 1.41947e-05 5.71392e-06 7.81288e-06 7.98654e-06 4.81569e-35 2.37044e-35 Variance: 6.1054e-06 Variances/cluster: 4.35975e-08 4.81712e-08 4.93836e-08 4.07097e-08 5.00569e-08 4.26771e-08 3.95699e-08 3.71279e-08 4.12764e-08 3.14154e-08 1.7394e-07 5.30736e-08 2.53706e-08 2.84071e-08 2.31129e-08 0 2.65577e-08 0 2.44745e-08 3.04976e-08 3.75119e-08 3.64746e-08 3.27303e-08 3.72487e-08 3.09968e-07 2.7222e-06 0.035575 4.23637e-08 3.39151e-08 4.23832e-08 4.52261e-08 4.46748e-08 3.47028e-08 1.428e-07 5.24196e-08 3.25953e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #682 of 1000; initialization seed = 493577907 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 721813 Distortion: 0.000273569 Distortions/cluster: 5.58068e-06 8.75499e-06 5.58076e-06 8.04095e-06 5.61948e-06 5.85778e-06 1.12862e-05 4.50136e-06 6.27973e-06 1.27749e-35 6.81141e-06 0 5.32322e-06 6.91052e-06 7.27558e-06 8.38591e-06 9.64317e-35 7.36182e-06 1.38872e-05 8.89468e-06 5.68684e-06 1.07195e-05 5.1154e-06 2.45348e-05 9.65179e-06 9.52943e-06 6.66833e-06 2.37044e-35 1.15548e-05 4.81569e-35 1.08283e-34 1.0659e-05 0 1.00172e-05 1.05982e-05 7.76166e-06 1.59192e-05 8.80082e-06 Variance: 4.65096e-08 Variances/cluster: 2.9681e-08 4.6803e-08 2.37452e-08 3.40687e-08 2.67569e-08 2.76287e-08 4.47828e-08 2.94181e-08 6.67997e-08 0 2.38976e-08 0 2.71561e-08 2.66792e-08 3.33713e-08 5.86378e-08 6.86694e-32 4.87381e-08 4.31142e-08 5.02485e-08 3.23083e-08 3.28711e-08 1.34572e-07 2.72576e-06 8.39226e-08 3.51608e-08 4.35696e-08 0 1.17894e-07 2.67973e-31 0 5.40892e-08 0 3.05376e-08 4.90495e-08 4.91097e-08 7.5794e-07 3.3977e-08 -------------------------------------------------------------- Initialization seed trial #683 of 1000; initialization seed = 493577908 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 717806 Distortion: 0.000303 Distortions/cluster: 9.98013e-06 9.66606e-06 6.90544e-06 7.46094e-06 9.64317e-35 9.27041e-06 6.94823e-06 2.37044e-35 6.7512e-06 8.0611e-06 1.08283e-34 3.38921e-06 8.89592e-06 0 8.39613e-06 9.27664e-06 4.81569e-35 9.99648e-06 1.50029e-05 9.12966e-06 7.49465e-06 0 6.84801e-06 0 1.29555e-05 8.53905e-06 6.43952e-06 1.2527e-05 9.79202e-06 3.38104e-05 5.84103e-06 1.27749e-35 4.19578e-06 6.80534e-06 0 7.51976e-06 4.35604e-05 7.5409e-06 Variance: 5.15131e-08 Variances/cluster: 4.66207e-08 3.19964e-08 3.50417e-08 3.37569e-08 6.86694e-32 2.99987e-08 4.2097e-08 0 5.57901e-08 2.55885e-08 0 3.7655e-08 5.1122e-08 0 3.57249e-08 8.13677e-08 2.67973e-31 4.34594e-08 3.56333e-08 7.18805e-08 5.20297e-08 0 1.55588e-07 0 3.4001e-08 2.78121e-08 4.23517e-08 3.34021e-08 2.78942e-08 3.13025e-07 4.23125e-08 0 4.03308e-08 4.72441e-08 0 5.11396e-08 2.7222e-06 3.15482e-08 -------------------------------------------------------------- Initialization seed trial #684 of 1000; initialization seed = 493577909 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 718368 Distortion: 0.000297376 Distortions/cluster: 5.94838e-06 5.11331e-06 4.72192e-06 5.93192e-06 5.5155e-06 8.27899e-06 6.07466e-06 8.87413e-06 7.75941e-06 6.89773e-06 5.78752e-06 0 9.64317e-35 1.27749e-35 1.0096e-05 8.94935e-06 9.91729e-06 4.35604e-05 4.81569e-35 8.24429e-06 1.20257e-05 9.71592e-06 3.1695e-05 8.30685e-06 7.14532e-06 8.43566e-06 6.66912e-06 1.08283e-34 5.26378e-06 9.73104e-06 2.37044e-35 5.31973e-06 1.14569e-05 6.54431e-06 1.2151e-05 0 0 1.12449e-05 Variance: 5.0557e-08 Variances/cluster: 3.0817e-08 1.7043e-07 2.82723e-08 4.11906e-08 1.37842e-07 5.20535e-08 2.49959e-08 4.37005e-08 2.89506e-08 2.79236e-08 3.21423e-08 0 6.86694e-32 0 3.19462e-08 3.41549e-08 5.16486e-08 2.7222e-06 2.67973e-31 4.99492e-08 3.18114e-08 2.68372e-08 3.10701e-07 4.97256e-08 4.76201e-08 5.8576e-08 5.16938e-08 0 2.45942e-08 4.54575e-08 0 4.74934e-08 4.54601e-08 4.48096e-08 3.32876e-08 0 0 3.46954e-08 -------------------------------------------------------------- Initialization seed trial #685 of 1000; initialization seed = 493577910 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 600509 Distortion: 0.00421281 Distortions/cluster: 5.11297e-06 6.22318e-06 1.02749e-05 9.64317e-35 5.80745e-06 2.37044e-35 8.03727e-06 1.05184e-05 4.40802e-06 7.86201e-06 6.40787e-06 9.42408e-06 0 8.63994e-06 5.83568e-06 3.14299e-05 4.81569e-35 6.32349e-06 0 5.55114e-06 1.28301e-05 7.57634e-06 8.92453e-06 0 0 5.11331e-06 4.6751e-06 4.40018e-06 1.43339e-05 1.31115e-05 0.00391362 4.70177e-06 1.32433e-05 4.35604e-05 8.83856e-06 8.66487e-06 5.90005e-06 1.1461e-05 Variance: 7.16221e-07 Variances/cluster: 2.31329e-08 3.22416e-08 5.29462e-08 6.86694e-32 3.37605e-08 0 3.26611e-08 4.73648e-08 3.26482e-08 4.13653e-08 2.78579e-08 4.73419e-08 0 5.8373e-08 1.42286e-07 3.11154e-07 2.67973e-31 3.02533e-08 0 2.51161e-08 3.94645e-08 3.41247e-08 3.09849e-08 0 0 1.7043e-07 2.3609e-08 2.14624e-08 4.76171e-08 4.53645e-08 0.00391989 3.26483e-08 3.76198e-08 2.7222e-06 5.16707e-08 5.34708e-08 2.35981e-08 5.4833e-08 -------------------------------------------------------------- Initialization seed trial #686 of 1000; initialization seed = 493577911 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 505331 Distortion: 0.0358912 Distortions/cluster: 5.54074e-06 7.10781e-06 8.43431e-06 6.80466e-06 1.29547e-05 2.37044e-35 1.76321e-05 4.27562e-06 6.27352e-06 3.94508e-06 7.36392e-06 7.68432e-06 1.08283e-34 4.38884e-06 4.0848e-06 5.96171e-06 9.19715e-06 0 3.86347e-06 4.56695e-06 4.81569e-35 5.12497e-06 1.59192e-05 1.14667e-05 1.14431e-05 8.43566e-06 5.62762e-06 7.86583e-06 1.27749e-35 1.38951e-05 2.45348e-05 0.0356196 1.04189e-05 5.45498e-06 6.0682e-06 2.89142e-06 1.02567e-05 1.21892e-05 Variance: 6.10187e-06 Variances/cluster: 1.38473e-07 3.0767e-08 3.34666e-08 3.24001e-08 5.01961e-08 0 6.43306e-08 2.38836e-08 2.39426e-08 6.80118e-08 2.72714e-08 2.85638e-08 0 2.58137e-08 3.11781e-08 3.42514e-08 4.03251e-08 0 2.18249e-08 1.69132e-07 2.67973e-31 4.49518e-08 7.5794e-07 3.35255e-08 5.49975e-08 5.8576e-08 3.90776e-08 3.26355e-08 0 3.88005e-08 2.72576e-06 0.035575 5.26165e-08 2.76875e-08 3.19348e-08 9.63715e-08 4.85945e-08 4.59933e-08 -------------------------------------------------------------- Initialization seed trial #687 of 1000; initialization seed = 493577912 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 89 BIC score: 717707 Distortion: 0.00030103 Distortions/cluster: 3.78001e-06 1.27749e-35 1.31831e-05 1.04366e-05 6.64996e-06 0 6.46871e-06 4.35604e-05 5.41388e-06 6.47305e-06 1.00246e-05 4.69681e-06 1.01755e-05 6.76324e-06 5.57136e-06 1.17276e-05 8.85657e-06 5.98372e-06 9.14018e-06 1.08283e-34 1.32325e-05 8.59381e-06 9.00407e-06 2.37044e-35 4.81569e-35 6.55374e-06 6.09078e-06 1.17848e-05 9.70514e-06 7.44391e-06 3.38104e-05 6.76842e-06 9.64317e-35 5.23147e-06 7.25328e-06 0 0 6.65291e-06 Variance: 5.11782e-08 Variances/cluster: 4.24579e-08 0 4.64155e-08 5.24411e-08 2.59742e-08 0 4.1991e-08 2.7222e-06 2.7067e-08 3.35362e-08 4.66105e-08 4.1922e-08 3.21904e-08 4.89943e-08 4.45567e-08 3.36006e-08 2.64345e-08 4.24239e-08 3.26407e-08 0 4.75947e-08 5.84563e-08 3.01114e-08 0 2.67973e-31 3.52316e-08 2.39773e-08 4.17765e-08 8.90311e-08 1.61775e-07 3.13025e-07 5.01208e-08 6.86694e-32 2.55171e-08 3.08614e-08 0 0 3.35971e-08 -------------------------------------------------------------- Initialization seed trial #688 of 1000; initialization seed = 493577913 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 690535 Distortion: 0.000553868 Distortions/cluster: 6.16517e-06 1.09441e-05 5.65997e-06 5.90579e-06 6.89404e-06 6.12055e-06 5.5155e-06 6.32151e-06 9.64317e-35 7.2085e-06 8.50336e-06 0.000296857 1.15251e-05 7.74667e-06 1.08283e-34 7.41532e-06 8.71494e-06 9.50864e-06 9.05803e-06 3.80493e-05 6.69996e-06 1.27749e-35 5.17272e-06 3.45974e-06 7.92634e-06 7.47117e-06 2.37044e-35 0 6.78978e-06 0 5.70403e-06 7.25009e-06 7.50784e-06 0 1.09637e-05 7.49973e-06 1.19005e-05 7.40868e-06 Variance: 9.41632e-08 Variances/cluster: 3.08158e-08 3.78654e-08 3.25179e-08 4.24738e-08 3.37909e-08 4.56718e-08 1.37842e-07 4.78749e-08 6.86694e-32 4.74091e-08 2.64871e-08 1.9788e-05 4.25143e-08 2.80652e-08 0 3.01401e-08 3.43078e-08 4.28281e-08 3.21179e-08 3.65819e-07 2.65848e-08 0 4.45896e-08 3.9754e-08 5.74323e-08 4.88155e-08 0 0 3.57321e-08 0 3.85376e-08 2.87678e-08 2.44533e-08 0 4.36655e-08 5.06587e-08 3.35195e-08 2.315e-07 -------------------------------------------------------------- Initialization seed trial #689 of 1000; initialization seed = 493577914 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 80 BIC score: 691409 Distortion: 0.000545642 Distortions/cluster: 1.80167e-05 5.0963e-06 9.23797e-06 2.45348e-05 3.68348e-06 7.48957e-06 5.35344e-06 8.23938e-06 5.30202e-06 1.35233e-05 5.27842e-06 9.30359e-06 4.92475e-06 6.57203e-06 1.01589e-05 9.65432e-06 1.82637e-05 2.55196e-06 9.64317e-35 0 1.27749e-35 1.08283e-34 6.06693e-06 8.41599e-06 4.50251e-06 2.37044e-35 0.000274274 5.64743e-06 1.59192e-05 0 6.02618e-06 0 6.59953e-06 7.41223e-06 9.65998e-06 2.24463e-05 6.88665e-06 4.60052e-06 Variance: 9.27647e-08 Variances/cluster: 4.33997e-08 5.0454e-08 5.21751e-08 2.72576e-06 2.83318e-08 4.2551e-08 2.99049e-08 5.05445e-08 3.48786e-08 5.70422e-08 4.79813e-08 2.21478e-07 3.73057e-08 2.69314e-08 5.54965e-08 3.06456e-08 5.51595e-08 5.20767e-08 6.86694e-32 0 0 0 2.87507e-08 4.42908e-08 2.25099e-08 0 3.01367e-06 3.28301e-08 7.5794e-07 0 2.85576e-08 0 2.38229e-08 2.83969e-08 2.98122e-08 5.7242e-08 2.56942e-08 3.80177e-08 -------------------------------------------------------------- Initialization seed trial #690 of 1000; initialization seed = 493577915 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 717949 Distortion: 0.000298217 Distortions/cluster: 6.16405e-06 6.8526e-06 6.63321e-06 4.81569e-35 8.68831e-06 7.42086e-06 6.97852e-06 7.64582e-06 8.61535e-06 4.35604e-05 1.0368e-05 1.04074e-05 2.37044e-35 1.02639e-05 3.8182e-06 7.05509e-06 1.27302e-05 6.88792e-06 1.27749e-35 6.78191e-06 7.10591e-06 6.15709e-06 7.32481e-06 5.47329e-06 9.61791e-06 0 5.09951e-06 6.69076e-06 9.64317e-35 6.58099e-06 1.08283e-34 6.77257e-06 3.30819e-05 8.47599e-06 0 9.449e-06 3.70391e-06 1.1812e-05 Variance: 5.07e-08 Variances/cluster: 2.75156e-08 2.79674e-08 4.4207e-08 2.67973e-31 2.95496e-08 2.54117e-08 4.6211e-08 4.10934e-08 5.90043e-08 2.7222e-06 3.19967e-08 3.32397e-08 0 8.08119e-08 2.91438e-08 2.47525e-08 4.37321e-08 3.00747e-08 0 5.13627e-08 6.51861e-08 1.46551e-07 4.43785e-08 4.14507e-08 5.08845e-08 0 4.24819e-08 3.02723e-08 6.86694e-32 3.20996e-08 0 4.70166e-08 3.12061e-07 3.6219e-08 0 2.75449e-08 4.87209e-08 4.52531e-08 -------------------------------------------------------------- Initialization seed trial #691 of 1000; initialization seed = 493577916 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 600293 Distortion: 0.00420438 Distortions/cluster: 4.01745e-06 6.87853e-06 6.18658e-06 3.14299e-05 9.64317e-35 4.51148e-06 5.11331e-06 8.11341e-06 0.00391362 6.35026e-06 8.11214e-06 4.77749e-06 6.08542e-06 8.4818e-06 7.66112e-06 1.14093e-05 4.81569e-35 4.35604e-05 6.74678e-06 8.00415e-06 6.74568e-06 5.03697e-06 6.89911e-06 3.07137e-06 5.12818e-06 1.42807e-05 9.27227e-06 6.43949e-06 5.17935e-06 1.18257e-05 7.03801e-06 6.09772e-06 5.46238e-06 0 6.40472e-06 2.37044e-35 5.83568e-06 8.60045e-06 Variance: 7.14787e-07 Variances/cluster: 4.14145e-08 5.01932e-08 2.71318e-08 3.11154e-07 6.86694e-32 3.02758e-08 1.7043e-07 2.78787e-08 0.00391989 3.17482e-08 3.21882e-08 4.22647e-08 4.37765e-08 5.29946e-08 4.47874e-08 3.25951e-08 2.67973e-31 2.7222e-06 3.21245e-08 2.47785e-08 3.02462e-08 4.34184e-08 3.89748e-08 5.295e-08 4.1012e-08 4.2488e-08 2.69511e-08 4.66479e-08 2.58945e-08 3.55012e-08 3.27321e-08 3.00349e-08 4.62875e-08 0 6.96101e-08 0 1.42286e-07 4.40909e-08 -------------------------------------------------------------- Initialization seed trial #692 of 1000; initialization seed = 493577917 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 718480 Distortion: 0.00029552 Distortions/cluster: 1.14697e-05 6.46251e-06 9.33373e-06 7.4133e-06 5.71392e-06 1.06291e-05 6.42371e-06 5.27789e-06 8.45518e-06 7.51667e-06 6.87311e-06 4.81569e-35 5.39264e-06 7.50319e-06 7.62071e-06 9.64317e-35 2.37044e-35 3.61027e-06 0 1.27749e-35 5.39035e-06 3.10001e-05 1.20997e-05 6.11463e-06 1.08283e-34 6.46163e-06 7.49353e-06 8.93287e-06 6.75674e-06 6.05813e-06 1.15336e-05 1.32875e-05 4.99625e-06 5.85609e-06 0 6.86119e-06 4.35604e-05 9.4214e-06 Variance: 5.02414e-08 Variances/cluster: 3.37311e-08 4.27843e-08 2.7449e-08 4.28479e-08 1.428e-07 3.36256e-08 2.62169e-08 4.32471e-08 4.29059e-08 3.9146e-08 3.40223e-08 2.67973e-31 1.7394e-07 3.11299e-08 5.77277e-08 6.86694e-32 0 4.81224e-08 0 0 4.1772e-08 3.09968e-07 4.49762e-08 2.40712e-08 0 4.61397e-08 4.74233e-08 3.39623e-08 4.93161e-08 2.63374e-08 3.35251e-08 4.29873e-08 2.74495e-08 4.33643e-08 0 5.11876e-08 2.7222e-06 3.29392e-08 -------------------------------------------------------------- Initialization seed trial #693 of 1000; initialization seed = 493577918 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 70 BIC score: 504979 Distortion: 0.0361816 Distortions/cluster: 0.0356196 5.29837e-06 6.2844e-06 6.68367e-06 2.37044e-35 7.92634e-06 6.59577e-06 4.15013e-06 6.70887e-06 4.57125e-06 7.06133e-06 4.35604e-05 1.04221e-05 0 5.11331e-06 9.27342e-06 0.000296364 9.72766e-06 4.48412e-06 1.25812e-05 5.45596e-06 9.15573e-06 9.23755e-06 0 1.27749e-35 6.02621e-06 1.08283e-34 1.41676e-05 3.80024e-06 1.02044e-05 0 1.39664e-05 9.87014e-06 6.72206e-06 4.66894e-06 9.67038e-06 8.50152e-06 3.77751e-06 Variance: 6.15124e-06 Variances/cluster: 0.035575 3.50853e-08 1.49579e-07 6.18801e-08 0 5.74323e-08 3.02532e-08 2.24305e-08 2.80682e-08 2.39308e-08 2.83563e-08 2.7222e-06 5.31567e-08 0 1.7043e-07 4.72982e-08 2.99326e-06 2.93861e-08 2.56205e-08 3.68831e-08 3.78855e-08 3.66197e-08 5.24691e-08 0 0 4.56492e-08 0 4.78481e-08 2.79403e-08 4.3605e-08 0 4.25665e-08 3.14304e-08 2.93514e-08 4.32282e-08 5.46184e-08 2.59963e-08 2.95083e-08 -------------------------------------------------------------- Initialization seed trial #694 of 1000; initialization seed = 493577919 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 718255 Distortion: 0.000296975 Distortions/cluster: 1.66985e-05 4.8535e-06 4.79512e-06 8.42049e-06 5.85631e-06 1.08283e-34 7.06249e-06 6.15573e-06 6.82313e-06 2.66798e-06 9.64317e-35 4.35604e-05 6.60012e-06 4.88715e-06 1.27749e-35 6.58502e-06 4.19136e-06 1.71742e-05 1.07825e-05 5.71392e-06 4.62821e-06 1.41483e-05 3.10001e-05 1.05525e-05 0 5.31395e-06 1.10378e-05 7.76716e-06 8.91038e-06 6.83767e-06 4.27632e-06 2.81763e-06 2.37044e-35 6.6376e-06 9.57463e-06 4.81569e-35 2.8234e-06 7.82185e-06 Variance: 5.04889e-08 Variances/cluster: 4.29127e-08 3.62172e-08 2.27231e-08 3.3679e-08 2.36121e-08 0 3.88016e-08 3.49725e-08 5.8802e-08 3.37693e-08 6.86694e-32 2.7222e-06 2.95944e-08 3.11248e-08 0 3.78415e-08 4.0299e-08 4.15705e-08 5.52774e-08 1.428e-07 4.2457e-08 5.48213e-08 3.09968e-07 3.20714e-08 0 5.15872e-08 3.10896e-08 2.62381e-08 4.61528e-08 2.75689e-08 2.47157e-08 5.21739e-08 0 4.51389e-08 3.44381e-08 2.67973e-31 2.88069e-08 2.30032e-07 -------------------------------------------------------------- Initialization seed trial #695 of 1000; initialization seed = 493577920 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 505682 Distortion: 0.0361874 Distortions/cluster: 8.15275e-06 8.46409e-06 0.000300791 9.96999e-06 1.28216e-05 1.35899e-05 6.79729e-06 9.09693e-06 7.20778e-06 8.20434e-06 9.60744e-06 6.2593e-06 0 2.37044e-35 0.0356196 1.08283e-34 0 1.27749e-35 0 1.10949e-05 0 1.48883e-05 9.41216e-06 6.11197e-06 1.35951e-05 6.71687e-06 9.48001e-06 3.65448e-05 0 7.44391e-06 7.96166e-06 6.00363e-06 1.01239e-05 1.11902e-05 0 9.69074e-06 6.66763e-06 0 Variance: 6.15223e-06 Variances/cluster: 2.54751e-08 2.98006e-08 1.87971e-05 5.24568e-08 4.71232e-08 4.62198e-08 2.99414e-08 5.25664e-08 3.4484e-08 2.84848e-08 4.75463e-08 5.53886e-08 0 0 0.035575 0 0 0 0 4.41993e-08 0 4.39037e-08 5.34621e-08 2.84245e-08 3.79628e-08 3.53479e-08 7.76987e-08 3.35237e-07 0 1.61775e-07 5.72732e-08 4.58253e-08 3.20344e-08 3.10811e-08 0 3.46068e-08 2.48764e-08 0 -------------------------------------------------------------- Initialization seed trial #696 of 1000; initialization seed = 493577921 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 500140 Distortion: 0.0398275 Distortions/cluster: 6.24202e-06 9.53193e-06 7.88453e-06 4.81569e-35 7.36978e-06 4.51386e-06 5.40148e-06 4.35604e-05 3.33388e-05 1.30432e-05 0.0356196 6.27087e-06 5.96146e-06 7.08966e-06 5.4781e-06 5.59162e-06 8.4508e-06 8.04735e-06 8.94699e-06 9.86365e-06 6.34351e-06 5.3468e-06 0 4.48604e-06 9.91456e-06 3.84028e-06 0.00391362 4.75092e-06 5.9166e-06 5.05233e-06 1.0469e-05 5.74088e-06 6.28417e-06 6.11062e-06 7.31032e-06 2.37044e-35 9.59146e-06 6.59463e-06 Variance: 6.77108e-06 Variances/cluster: 3.26779e-08 5.17873e-08 4.21497e-08 2.67973e-31 2.56764e-08 2.33858e-08 2.40039e-08 2.7222e-06 3.11545e-07 4.62486e-08 0.035575 4.64358e-08 5.78608e-08 4.37492e-08 4.14872e-08 6.57618e-08 5.82764e-08 3.5284e-08 2.98207e-08 5.4793e-08 3.56344e-08 3.09036e-08 0 3.29827e-08 3.22917e-08 3.83913e-08 0.00391989 2.94991e-08 2.61774e-08 2.48854e-08 5.26042e-08 3.02116e-08 2.92262e-08 1.45448e-07 3.12304e-08 0 8.96329e-08 2.46047e-08 -------------------------------------------------------------- Initialization seed trial #697 of 1000; initialization seed = 493577922 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 600499 Distortion: 0.00420926 Distortions/cluster: 1.3029e-05 7.67026e-06 1.02273e-05 0.00391362 5.39264e-06 2.37044e-35 5.76506e-06 4.35604e-05 7.53546e-06 9.64317e-35 6.77644e-06 8.5351e-06 3.46171e-06 4.81569e-35 1.25158e-05 0 3.10001e-05 1.03728e-05 9.9807e-06 8.31955e-06 5.19386e-06 8.00518e-06 9.95018e-06 5.71392e-06 9.04003e-06 6.78412e-06 6.6367e-06 4.21689e-06 0 0 4.87987e-06 9.86322e-06 5.8109e-06 7.74802e-06 5.4178e-06 4.12718e-06 6.82865e-06 1.12798e-05 Variance: 7.15617e-07 Variances/cluster: 4.25646e-08 2.84059e-08 3.24571e-08 0.00391989 1.7394e-07 0 3.92149e-08 2.7222e-06 5.3427e-08 6.86694e-32 5.55398e-08 4.63715e-08 3.80377e-08 2.67973e-31 4.68712e-08 0 3.09968e-07 3.25135e-08 5.30718e-08 3.42338e-08 3.12846e-08 3.32136e-08 4.46049e-08 1.428e-07 4.22397e-08 4.40383e-08 2.26489e-08 2.45142e-08 0 0 4.55912e-08 5.16359e-08 3.43802e-08 3.22806e-08 2.26659e-08 4.53395e-08 2.7644e-08 3.16819e-08 -------------------------------------------------------------- Initialization seed trial #698 of 1000; initialization seed = 493577923 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 718416 Distortion: 0.000300576 Distortions/cluster: 1.08283e-34 1.47734e-05 5.11331e-06 2.90035e-06 9.7538e-06 1.27749e-35 9.64317e-35 7.14243e-06 9.85145e-06 0 7.04529e-06 4.34395e-06 1.00804e-05 3.59028e-06 2.37044e-35 1.05616e-05 1.27931e-05 1.22068e-05 7.71229e-06 4.81569e-35 3.14299e-05 7.00167e-06 0 5.83568e-06 8.58393e-06 3.82175e-06 1.1772e-05 1.46584e-05 1.51538e-05 6.89723e-06 4.91987e-06 4.9242e-06 0 8.9181e-06 6.41095e-06 0 4.35604e-05 8.81971e-06 Variance: 5.1101e-08 Variances/cluster: 0 3.9174e-08 1.7043e-07 3.53673e-08 4.77974e-08 0 6.86694e-32 2.72589e-08 2.83055e-08 0 3.29186e-08 4.21716e-08 5.24854e-08 5.43934e-08 0 2.77184e-08 3.2303e-08 3.27232e-08 3.02408e-08 2.67973e-31 3.11154e-07 3.57194e-08 0 1.42286e-07 5.50202e-08 3.98064e-08 4.82305e-08 3.5749e-08 4.24337e-08 3.83147e-08 3.67124e-08 4.35732e-08 0 5.18327e-08 2.88754e-08 0 2.7222e-06 5.37625e-08 -------------------------------------------------------------- Initialization seed trial #699 of 1000; initialization seed = 493577924 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 600536 Distortion: 0.00418617 Distortions/cluster: 1.01621e-05 2.45348e-05 0.00391362 1.09627e-05 6.18047e-06 7.43899e-06 6.19247e-06 0 4.06848e-06 5.84626e-06 6.30275e-06 5.13801e-06 1.03995e-05 6.9159e-06 1.1605e-05 7.01714e-06 5.28085e-06 8.32894e-06 3.31352e-06 4.81569e-35 4.81543e-06 1.20126e-05 1.94851e-05 2.85499e-06 3.83677e-06 7.01215e-06 4.27178e-06 5.59884e-06 7.28067e-06 3.40189e-06 1.59192e-05 5.94079e-06 2.37044e-35 7.97926e-06 7.18305e-06 9.63344e-06 1.56388e-05 9.64317e-35 Variance: 7.11692e-07 Variances/cluster: 9.2376e-08 2.72576e-06 0.00391989 3.28196e-08 3.21795e-08 2.87194e-08 4.3596e-08 0 2.21087e-08 2.79697e-08 3.42508e-08 3.19027e-08 1.09459e-07 3.10103e-08 3.37326e-08 4.70798e-08 2.88538e-08 3.26597e-08 3.94336e-08 2.67973e-31 4.18594e-08 4.09947e-08 7.13681e-08 1.0977e-07 2.99712e-08 3.17187e-08 2.34688e-08 4.20828e-08 3.46668e-08 1.36034e-07 7.5794e-07 4.71341e-08 0 2.47782e-08 4.72417e-08 4.28016e-08 5.01204e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #700 of 1000; initialization seed = 493577925 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 505237 Distortion: 0.0361783 Distortions/cluster: 7.67654e-06 6.07221e-06 6.13194e-06 5.27709e-06 8.0248e-06 1.27749e-35 5.65327e-06 4.88245e-06 1.08283e-34 7.92634e-06 5.27683e-06 4.98399e-06 0.0356196 7.21153e-06 3.04345e-05 8.28563e-06 1.51459e-05 1.22607e-05 9.04229e-06 8.83021e-06 4.76474e-06 2.37044e-35 7.04148e-06 1.25416e-05 0 0 6.57312e-06 0.000300791 1.07422e-05 3.89206e-06 7.37336e-06 9.49098e-06 9.6413e-06 1.22735e-05 0 6.2593e-06 6.39606e-06 7.80936e-06 Variance: 6.15067e-06 Variances/cluster: 2.86405e-08 4.56518e-08 4.41002e-08 4.12138e-08 2.93924e-08 0 4.18636e-08 3.01287e-08 0 5.74323e-08 3.21653e-08 3.63675e-08 0.035575 3.56889e-08 2.95452e-07 2.75238e-08 3.60586e-08 3.35878e-08 2.69895e-08 7.12057e-08 5.06731e-08 0 4.82139e-08 3.28285e-08 0 0 3.69242e-08 1.87971e-05 4.40218e-08 1.44108e-07 4.46726e-08 4.14321e-08 3.32346e-07 2.98598e-08 0 5.53886e-08 4.84503e-08 4.0883e-08 -------------------------------------------------------------- Initialization seed trial #701 of 1000; initialization seed = 493577926 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 717751 Distortion: 0.000305139 Distortions/cluster: 1.76321e-05 1.30839e-05 5.43491e-06 3.14299e-05 9.40075e-06 9.4349e-06 5.83568e-06 1.52874e-05 4.81569e-35 3.46171e-06 1.08283e-34 1.27749e-35 9.64317e-35 6.74746e-06 1.25395e-05 1.03165e-05 3.46816e-06 7.59301e-06 0 2.37044e-35 0 6.82791e-06 0 0 1.34174e-05 9.41942e-06 4.44401e-06 4.28887e-06 5.42906e-06 8.68518e-06 1.59567e-05 4.35604e-05 0 1.14431e-05 1.18264e-05 5.11331e-06 6.13162e-06 6.9298e-06 Variance: 5.18768e-08 Variances/cluster: 6.43306e-08 5.03066e-08 3.88176e-08 3.11154e-07 5.13663e-08 2.65002e-08 1.42286e-07 3.97981e-08 2.67973e-31 3.80377e-08 0 0 6.86694e-32 2.85883e-08 3.32583e-08 4.86472e-08 2.84243e-08 2.87589e-08 0 0 0 5.59616e-08 0 0 3.49382e-08 4.95713e-08 2.58342e-08 2.25703e-08 2.5486e-08 4.23633e-08 4.27654e-08 2.7222e-06 0 5.49975e-08 3.27572e-08 1.7043e-07 3.46387e-08 3.39661e-08 -------------------------------------------------------------- Initialization seed trial #702 of 1000; initialization seed = 493577927 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 715387 Distortion: 0.0003254 Distortions/cluster: 2.39233e-05 3.17164e-05 1.02185e-05 4.5681e-06 6.44257e-06 4.71031e-06 3.28529e-05 1.31284e-05 5.03402e-06 6.47674e-06 1.08283e-34 9.64317e-35 2.37044e-35 0 5.87545e-06 8.32387e-06 3.88496e-06 5.91421e-06 3.0277e-05 3.61977e-06 6.16696e-06 5.65929e-06 0 4.35604e-05 1.27749e-35 1.82697e-05 0 1.28254e-05 5.80181e-06 0 4.81569e-35 6.91656e-06 9.85554e-06 0 6.58926e-06 1.27887e-05 0 0 Variance: 5.53213e-08 Variances/cluster: 6.81364e-08 5.66179e-08 5.37775e-08 3.59662e-08 2.67303e-08 5.81471e-08 3.12848e-07 3.77221e-08 4.49427e-08 3.42649e-08 0 6.86694e-32 0 0 2.44782e-08 3.63456e-08 2.69765e-08 2.61668e-08 5.66802e-08 2.87249e-08 2.85482e-08 2.56048e-08 0 2.7222e-06 0 6.27625e-08 0 4.51555e-08 2.5223e-08 0 2.67973e-31 3.17242e-08 2.18977e-07 0 2.31996e-08 4.56701e-08 0 0 -------------------------------------------------------------- Initialization seed trial #703 of 1000; initialization seed = 493577928 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 600473 Distortion: 0.0042163 Distortions/cluster: 4.81569e-35 9.72935e-06 1.16016e-05 1.15566e-05 4.35604e-05 5.32449e-06 3.62707e-06 1.22845e-05 8.92782e-06 4.85429e-06 3.10001e-05 3.27979e-06 2.76493e-06 5.71392e-06 5.15113e-06 1.31158e-05 5.55541e-06 9.64317e-35 1.37421e-05 5.49614e-06 4.20567e-06 1.87668e-05 3.10126e-06 4.16839e-06 2.37044e-35 1.12624e-05 0 0.00391362 6.14658e-06 5.76932e-06 1.35386e-05 3.83964e-06 0 0 7.09352e-06 3.14121e-06 1.93413e-05 5.01981e-06 Variance: 7.16814e-07 Variances/cluster: 2.67973e-31 5.34408e-08 4.00018e-08 5.08938e-08 2.7222e-06 2.75856e-08 2.26667e-08 5.50833e-08 5.91196e-08 2.77364e-08 3.09968e-07 2.0369e-08 2.11045e-08 1.428e-07 2.69666e-08 4.61787e-08 3.24845e-08 6.86694e-32 5.8961e-08 2.84749e-08 2.41684e-08 4.44567e-08 3.52384e-08 2.89438e-08 0 5.43903e-08 0 0.00391989 3.49207e-08 2.51913e-08 3.792e-08 2.09798e-08 0 0 2.21651e-07 2.51275e-08 4.38433e-08 2.72784e-08 -------------------------------------------------------------- Initialization seed trial #704 of 1000; initialization seed = 493577929 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 717347 Distortion: 0.000307036 Distortions/cluster: 1.48039e-05 4.35604e-05 5.96182e-06 1.61173e-05 9.85554e-06 1.08283e-34 6.76679e-06 1.05854e-05 5.3548e-06 2.02771e-05 5.63794e-06 1.0985e-05 2.37044e-35 9.05038e-06 9.64317e-35 6.25933e-06 6.59251e-06 4.2478e-06 1.27749e-35 6.27548e-06 0 7.62662e-06 6.98216e-06 9.78748e-06 7.62547e-06 0 1.25766e-05 0 9.53109e-06 8.05065e-06 8.86485e-06 9.07498e-06 4.66927e-06 0 3.28529e-05 4.81569e-35 7.06286e-06 0 Variance: 5.21993e-08 Variances/cluster: 4.0106e-08 2.7222e-06 3.08866e-08 5.01937e-08 2.18977e-07 0 2.66386e-08 3.20737e-08 3.79742e-08 5.69394e-08 2.5508e-08 3.09409e-08 0 5.19969e-08 6.86694e-32 4.43886e-08 5.53944e-08 4.00704e-08 0 2.53016e-08 0 4.48583e-08 3.83603e-08 3.47044e-08 4.53856e-08 0 3.20804e-08 0 5.57205e-08 4.84823e-08 5.03523e-08 2.64553e-08 4.24453e-08 0 3.12848e-07 2.67973e-31 3.04407e-08 0 -------------------------------------------------------------- Initialization seed trial #705 of 1000; initialization seed = 493577930 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 600562 Distortion: 0.00418756 Distortions/cluster: 6.56089e-06 9.44308e-06 7.4106e-06 4.81569e-35 6.69048e-06 8.72291e-06 1.19881e-05 6.05805e-06 8.89067e-06 4.17967e-06 5.91759e-06 2.45348e-05 4.75494e-06 3.82388e-06 8.49651e-06 6.10047e-06 6.0697e-06 7.58371e-06 0.00391362 9.64317e-35 6.04081e-06 1.1816e-05 6.30924e-06 5.42933e-06 5.6447e-06 2.37044e-35 7.43263e-06 8.12854e-06 1.50748e-05 1.30974e-05 0 9.70449e-06 0 7.65173e-06 5.26687e-06 1.31961e-05 6.00467e-06 1.59192e-05 Variance: 7.11929e-07 Variances/cluster: 4.49228e-08 4.51676e-08 2.90586e-08 2.67973e-31 3.80104e-08 2.93675e-08 6.34238e-08 4.51957e-08 5.88736e-08 3.16605e-08 1.44285e-07 2.72576e-06 2.27482e-08 4.3939e-08 2.59809e-08 2.73537e-08 2.91717e-08 3.9495e-08 0.00391989 6.86694e-32 4.60977e-08 1.19342e-07 4.77816e-08 2.47888e-08 3.05018e-08 0 3.34774e-08 4.61699e-08 3.78729e-08 4.46975e-08 0 3.10021e-08 0 3.62524e-08 5.8503e-08 5.66313e-08 3.45059e-08 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #706 of 1000; initialization seed = 493577931 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 717465 Distortion: 0.000301708 Distortions/cluster: 1.49258e-05 1.08283e-34 5.11331e-06 4.28812e-06 8.07418e-06 6.12543e-06 3.13295e-06 8.54696e-06 6.55631e-06 1.89371e-05 6.93779e-06 7.40127e-06 2.37044e-35 1.04956e-05 0 5.5155e-06 1.45035e-05 6.44273e-06 6.58221e-06 9.64317e-35 3.1695e-05 3.36098e-06 3.62638e-06 7.29963e-06 1.20902e-05 2.16445e-05 4.79562e-06 3.52018e-06 4.42294e-06 4.81569e-35 5.72291e-06 4.61092e-06 1.27749e-35 5.93533e-06 7.48526e-06 4.35604e-05 8.35888e-06 0 Variance: 5.12934e-08 Variances/cluster: 4.04364e-08 0 1.7043e-07 2.55215e-08 3.51021e-08 2.28541e-08 2.3378e-08 4.54475e-08 2.75451e-08 6.48327e-08 3.22658e-08 5.78171e-08 0 5.27376e-08 0 1.37842e-07 5.82282e-08 3.14252e-08 2.57095e-08 6.86694e-32 3.10701e-07 2.82402e-08 2.18431e-08 2.89643e-08 4.57925e-08 5.6941e-08 2.48456e-08 3.6665e-08 2.39051e-08 2.67973e-31 2.84697e-08 2.64969e-08 0 3.95656e-08 3.2115e-08 2.7222e-06 5.84487e-08 0 -------------------------------------------------------------- Initialization seed trial #707 of 1000; initialization seed = 493577932 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 566165 Distortion: 0.00901273 Distortions/cluster: 6.05465e-06 1.27749e-35 8.50215e-06 4.65014e-06 1.01686e-05 4.81569e-35 5.25815e-06 9.2439e-06 7.71098e-06 0 1.04624e-05 1.03461e-05 1.35446e-05 7.19945e-06 7.42034e-06 4.32527e-06 0.00872182 1.08283e-34 5.11331e-06 5.06446e-06 5.4546e-06 4.42318e-06 4.98921e-06 6.5707e-06 5.34644e-06 7.03351e-06 3.1695e-05 5.41385e-06 6.78516e-06 6.17461e-06 4.35604e-05 5.64128e-06 9.71329e-06 5.75724e-06 1.03566e-05 6.41311e-06 6.35117e-06 4.16807e-06 Variance: 1.53226e-06 Variances/cluster: 4.23364e-08 0 5.86305e-08 3.18475e-08 4.64164e-08 2.67973e-31 1.34779e-07 4.10801e-08 4.50789e-08 0 3.26845e-08 3.26341e-08 4.2985e-08 5.06852e-08 2.82118e-08 2.66968e-08 0.156503 0 1.7043e-07 3.12594e-08 2.36103e-08 2.30354e-08 2.57146e-08 4.32141e-08 4.90347e-08 4.81593e-08 3.10701e-07 2.5778e-08 4.4056e-08 4.57228e-08 2.7222e-06 3.00033e-08 5.13891e-08 3.25239e-08 4.4637e-08 2.92811e-08 2.53012e-08 2.25281e-08 -------------------------------------------------------------- Initialization seed trial #708 of 1000; initialization seed = 493577933 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 81 BIC score: 505763 Distortion: 0.0358922 Distortions/cluster: 6.96914e-06 7.66311e-06 1.27749e-35 8.85655e-06 6.31836e-06 7.3247e-06 8.09323e-06 1.22454e-05 1.23043e-05 9.00427e-06 1.25136e-05 2.45348e-05 0.0356196 7.07211e-06 5.37765e-06 5.2141e-06 1.02283e-05 1.59192e-05 7.08979e-06 1.29664e-05 7.12285e-06 4.56695e-06 8.66831e-06 6.98192e-06 5.15172e-06 8.8809e-06 2.37044e-35 9.53725e-06 4.81569e-35 5.5155e-06 1.08283e-34 7.62586e-06 6.69204e-06 0 7.35609e-06 0 0 1.48186e-05 Variance: 6.10203e-06 Variances/cluster: 5.0122e-08 3.37552e-08 0 2.65135e-08 3.94865e-08 3.35962e-08 2.47478e-08 3.47851e-08 5.30319e-08 3.27399e-08 3.65777e-08 2.72576e-06 0.035575 3.39971e-08 4.44292e-08 4.57227e-08 3.69222e-08 7.5794e-07 2.99121e-08 3.83586e-08 4.91083e-08 1.69132e-07 9.63048e-08 5.67586e-08 4.29169e-08 3.04114e-08 0 4.33372e-08 2.67973e-31 1.37842e-07 0 4.48435e-08 4.4023e-08 0 3.10348e-08 0 0 4.39575e-08 -------------------------------------------------------------- Initialization seed trial #709 of 1000; initialization seed = 493577934 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 25 BIC score: 720083 Distortion: 0.000287866 Distortions/cluster: 2.45348e-05 5.02043e-06 6.17287e-06 1.08283e-34 3.64504e-06 8.2975e-06 7.03566e-06 1.27749e-35 8.66855e-06 9.62987e-06 1.59192e-05 9.40624e-06 1.1556e-05 6.96556e-06 1.01589e-05 6.23678e-06 1.12126e-05 1.54421e-05 1.01021e-05 0 1.4282e-05 2.2437e-05 1.11117e-05 6.39499e-06 1.17165e-05 8.15113e-06 9.64317e-35 1.29394e-05 2.37044e-35 0 0 6.7531e-06 0 4.81569e-35 0 1.21661e-05 5.5136e-06 6.3967e-06 Variance: 4.89402e-08 Variances/cluster: 2.72576e-06 2.34572e-08 2.59334e-08 0 2.91569e-08 3.27936e-08 2.94353e-08 0 5.85663e-08 6.92741e-08 7.5794e-07 5.224e-08 5.69218e-08 3.36467e-08 4.83602e-08 3.16555e-08 4.07692e-08 4.08388e-08 3.00631e-08 0 1.34721e-07 5.94949e-08 5.36622e-08 2.39492e-08 7.23025e-08 2.88001e-08 6.86694e-32 4.58807e-08 0 0 0 3.26208e-08 0 2.67973e-31 0 5.19754e-08 2.33607e-08 4.18048e-08 -------------------------------------------------------------- Initialization seed trial #710 of 1000; initialization seed = 493577935 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 24 BIC score: 717458 Distortion: 0.000301985 Distortions/cluster: 5.25719e-06 7.4319e-06 5.69135e-06 6.30654e-06 5.71741e-06 6.19227e-06 8.64916e-06 1.25939e-05 1.58113e-05 4.35604e-05 2.37044e-35 1.08283e-34 5.42962e-06 3.35567e-05 4.83316e-06 5.62516e-06 1.27749e-35 9.53112e-06 8.65383e-06 8.59381e-06 4.81569e-35 1.51538e-05 0 5.50554e-06 6.46397e-06 9.49727e-06 7.61413e-06 9.59793e-06 1.37049e-05 9.64317e-35 1.02077e-05 0 8.68332e-06 5.10206e-06 4.88366e-06 4.91043e-06 0 7.22544e-06 Variance: 5.13405e-08 Variances/cluster: 2.56418e-08 4.7625e-08 2.52927e-08 2.76579e-08 2.85845e-08 3.19161e-08 5.0861e-08 4.57924e-08 5.01786e-08 2.7222e-06 0 0 2.95053e-08 3.13581e-07 2.26889e-08 3.1958e-08 0 5.12261e-08 2.93325e-08 5.84563e-08 2.67973e-31 4.24337e-08 0 2.30337e-08 1.50277e-07 5.65143e-08 3.41411e-08 8.13321e-08 3.81628e-08 6.86694e-32 5.20763e-08 0 7.8221e-08 2.30836e-08 3.23393e-08 2.65402e-08 0 3.26913e-08 -------------------------------------------------------------- Initialization seed trial #711 of 1000; initialization seed = 493577936 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 722010 Distortion: 0.000275757 Distortions/cluster: 2.85499e-06 7.44124e-06 1.112e-05 4.81569e-35 1.33846e-05 8.35983e-06 1.24929e-05 8.53244e-06 5.77224e-06 8.9989e-06 6.64434e-06 1.08283e-34 6.23396e-06 1.09348e-05 1.05196e-05 6.02066e-06 0 7.3829e-06 7.93572e-06 7.75624e-06 7.97544e-06 1.59192e-05 1.27749e-35 9.42792e-06 1.27255e-05 2.37044e-35 3.7108e-06 3.19966e-06 2.45348e-05 9.64317e-35 1.01774e-05 8.85457e-06 6.71311e-06 6.57446e-06 1.13981e-05 0 0 1.21607e-05 Variance: 4.68815e-08 Variances/cluster: 1.0977e-07 4.76849e-08 1.14628e-07 2.67973e-31 4.26119e-08 3.00687e-08 4.52495e-08 3.55487e-08 3.06998e-08 6.86884e-08 4.39879e-08 0 4.38881e-08 2.92347e-08 3.23648e-08 4.81613e-08 0 4.79255e-08 3.01711e-08 3.2724e-08 5.04729e-08 7.5794e-07 0 5.12222e-08 3.51502e-08 0 5.45658e-08 1.27946e-07 2.72576e-06 6.86694e-32 4.68966e-08 5.67559e-08 2.88083e-08 2.50906e-08 3.50598e-08 0 0 3.14204e-08 -------------------------------------------------------------- Initialization seed trial #712 of 1000; initialization seed = 493577937 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 600724 Distortion: 0.00422819 Distortions/cluster: 7.06962e-06 2.57814e-05 3.14299e-05 1.90237e-05 5.69747e-06 2.37044e-35 5.20221e-06 3.73746e-06 4.47542e-06 9.64317e-35 3.14162e-06 4.52545e-06 6.74692e-06 7.83196e-06 8.96819e-06 0 5.3616e-06 4.35604e-05 4.81569e-35 5.66851e-06 0 3.54012e-06 7.59532e-06 2.95459e-05 0 2.44361e-06 3.94567e-06 5.38531e-06 1.28973e-05 5.65969e-06 5.67252e-06 5.72745e-06 0 0.00391362 2.22498e-05 5.9196e-06 7.43469e-06 8.33168e-06 Variance: 7.18836e-07 Variances/cluster: 3.36617e-08 4.70309e-08 3.11154e-07 6.36039e-08 3.25537e-08 0 5.77975e-08 2.85268e-08 2.57178e-08 6.86694e-32 3.78475e-08 2.81059e-08 4.49754e-08 3.54357e-08 4.21007e-08 0 4.54334e-08 2.7222e-06 2.67973e-31 2.64858e-08 0 2.08218e-08 2.88771e-08 5.58345e-08 0 3.21499e-08 2.39106e-08 2.99158e-08 2.22308e-07 2.54919e-08 2.65048e-08 2.21118e-08 0 0.00391989 6.60025e-08 5.33264e-08 2.79475e-08 6.40847e-08 -------------------------------------------------------------- Initialization seed trial #713 of 1000; initialization seed = 493577938 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 600255 Distortion: 0.00420735 Distortions/cluster: 4.94591e-06 7.24175e-06 3.76654e-06 7.97867e-06 1.01007e-05 5.06e-06 3.14299e-05 5.76618e-06 0 8.09556e-06 5.10695e-06 7.28271e-06 3.21334e-06 5.55451e-06 3.79622e-06 4.81569e-35 6.90329e-06 1.03838e-05 1.25836e-05 9.88046e-06 3.75724e-06 6.25872e-06 2.37044e-35 1.49548e-05 7.8203e-06 0.00391362 3.72733e-06 9.64317e-35 6.28395e-06 6.6194e-06 5.2913e-06 4.35604e-05 6.86873e-06 1.26805e-05 5.11331e-06 6.84412e-06 8.52267e-06 6.33968e-06 Variance: 7.15293e-07 Variances/cluster: 2.46044e-08 4.33603e-08 3.65654e-08 4.53184e-08 5.25908e-08 2.38651e-08 3.11154e-07 4.61146e-08 0 4.57229e-08 4.51794e-08 5.96889e-08 3.7801e-08 3.53749e-08 3.24433e-08 2.67973e-31 2.6246e-08 3.14632e-08 3.75509e-08 4.55175e-08 2.98169e-08 3.38278e-08 0 3.55189e-08 5.11092e-08 0.00391989 3.21295e-08 6.86694e-32 2.60714e-08 5.56204e-08 1.35629e-07 2.7222e-06 3.1937e-08 3.35433e-08 1.7043e-07 3.1537e-08 5.32507e-08 2.33056e-08 -------------------------------------------------------------- Initialization seed trial #714 of 1000; initialization seed = 493577939 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 66 BIC score: 717016 Distortion: 0.000308684 Distortions/cluster: 5.20041e-06 1.27749e-35 6.65993e-06 4.81569e-35 1.17313e-05 6.03208e-06 7.60692e-06 9.56866e-06 2.37044e-35 1.82637e-05 3.35567e-05 9.64317e-35 4.35604e-05 6.46397e-06 9.23797e-06 1.64208e-05 8.61535e-06 6.58255e-06 0 0 6.64262e-06 9.56938e-06 4.94799e-06 5.85575e-06 5.59598e-06 7.03462e-06 1.65338e-05 9.36599e-06 0 6.43996e-06 1.08283e-34 0 1.01969e-05 8.80605e-06 1.35233e-05 0 5.60385e-06 9.06695e-06 Variance: 5.24794e-08 Variances/cluster: 3.09519e-08 0 3.26439e-08 2.67973e-31 4.52909e-08 2.81847e-08 2.41468e-08 5.08932e-08 0 5.51595e-08 3.13581e-07 6.86694e-32 2.7222e-06 1.50277e-07 5.21751e-08 4.286e-08 5.90043e-08 2.65402e-08 0 0 5.93037e-08 2.9716e-08 2.52419e-08 5.47218e-08 2.89913e-08 2.91867e-08 4.1218e-08 8.28788e-08 0 3.21965e-08 0 0 5.57042e-08 2.96475e-08 5.70422e-08 0 2.42564e-08 3.56935e-08 -------------------------------------------------------------- Initialization seed trial #715 of 1000; initialization seed = 493577940 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 505456 Distortion: 0.0359167 Distortions/cluster: 4.69607e-06 8.80135e-06 6.96952e-06 7.85504e-06 2.37044e-35 9.33777e-06 4.01221e-06 8.10866e-06 9.29296e-06 6.7334e-06 5.78742e-06 7.40868e-06 7.4263e-06 3.08055e-05 1.00431e-05 7.7455e-06 7.67003e-06 8.54797e-06 1.08283e-34 5.70605e-06 8.09854e-06 6.01584e-06 1.04956e-05 4.35604e-05 1.27749e-35 9.89091e-06 8.35888e-06 4.81569e-35 0 5.41952e-06 0 0 1.17326e-05 6.33334e-06 0.0356196 8.15789e-06 1.00475e-05 1.20902e-05 Variance: 6.10621e-06 Variances/cluster: 8.23596e-08 5.17559e-08 2.73283e-08 2.62687e-08 0 3.7489e-08 1.14597e-07 2.83495e-08 4.71572e-08 3.74044e-08 2.45201e-08 2.315e-07 2.85602e-08 3.08023e-07 4.60544e-08 3.30976e-08 3.50199e-08 5.24258e-08 0 3.93489e-08 3.01031e-08 3.28627e-08 5.27376e-08 2.7222e-06 0 3.44517e-08 5.84487e-08 2.67973e-31 0 3.63684e-08 0 0 3.33283e-08 3.55772e-08 0.035575 2.56515e-08 5.25877e-08 4.57925e-08 -------------------------------------------------------------- Initialization seed trial #716 of 1000; initialization seed = 493577941 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 71 BIC score: 725039 Distortion: 0.000258313 Distortions/cluster: 9.72881e-06 6.73298e-06 3.48095e-06 6.13168e-06 5.25522e-06 6.93464e-06 0 9.74746e-06 1.23141e-05 9.64317e-35 1.09232e-05 1.08765e-05 8.32041e-06 4.81569e-35 9.69923e-06 1.02055e-05 6.45786e-06 9.85484e-06 7.05346e-06 1.27129e-05 2.37044e-35 9.00503e-06 1.20053e-05 0 7.56721e-06 7.88628e-06 9.40395e-06 9.92591e-06 1.27749e-35 6.91701e-06 0 6.28651e-06 7.86312e-06 6.44817e-06 1.26809e-05 1.10713e-05 4.82235e-06 1.08283e-34 Variance: 4.39158e-08 Variances/cluster: 4.28547e-08 4.94914e-08 3.82492e-08 4.25672e-08 1.75159e-06 3.0817e-08 0 5.12985e-08 3.1491e-08 6.86694e-32 3.24098e-08 2.84694e-08 4.8653e-08 2.67973e-31 3.30924e-08 3.75168e-08 4.0355e-07 8.95767e-07 5.5975e-08 4.45919e-08 0 8.74207e-08 3.25317e-08 0 3.07583e-08 5.29122e-08 2.99463e-08 2.69702e-08 0 3.58361e-08 0 4.55398e-08 4.54369e-08 1.4991e-07 4.31184e-08 1.14126e-07 4.96986e-08 0 -------------------------------------------------------------- Initialization seed trial #717 of 1000; initialization seed = 493577942 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 718000 Distortion: 0.000299263 Distortions/cluster: 6.85965e-06 1.06788e-05 1.93413e-05 8.06681e-06 2.43842e-06 2.37044e-35 1.08242e-05 9.64317e-35 3.81299e-06 5.98519e-06 9.78705e-06 3.02466e-06 5.02126e-06 6.31236e-06 4.5182e-06 4.99267e-06 6.30853e-06 3.10001e-05 1.46878e-05 8.75265e-06 1.90482e-05 4.81569e-35 6.44922e-06 1.27749e-35 7.99116e-06 3.51016e-06 5.39264e-06 0 1.08283e-34 9.5503e-06 0 7.51559e-06 5.71392e-06 5.31421e-06 4.35604e-05 6.91721e-06 9.33146e-06 6.55622e-06 Variance: 5.08778e-08 Variances/cluster: 2.40668e-08 5.53131e-08 4.38433e-08 4.07382e-08 5.30045e-08 0 5.41035e-08 6.86694e-32 2.20379e-08 2.80969e-08 4.79603e-08 3.55814e-08 2.8206e-08 3.22026e-08 2.52384e-08 4.41792e-08 2.6066e-08 3.09968e-07 5.9688e-08 3.44562e-08 4.44907e-08 2.67973e-31 3.43011e-08 0 5.39894e-08 2.47169e-08 1.7394e-07 0 0 2.97491e-08 0 2.79366e-08 1.428e-07 3.85056e-08 2.7222e-06 2.94324e-08 5.09877e-08 3.31093e-08 -------------------------------------------------------------- Initialization seed trial #718 of 1000; initialization seed = 493577943 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 689971 Distortion: 0.000558562 Distortions/cluster: 1.33374e-05 0 1.15365e-05 7.8307e-06 5.16796e-06 6.55018e-06 6.08233e-06 3.62871e-05 1.08283e-34 3.29103e-06 5.80981e-06 6.1233e-06 6.55649e-06 1.05256e-05 7.77165e-06 6.85907e-06 9.02194e-06 7.70172e-06 7.52974e-06 9.34335e-06 5.69827e-06 7.83624e-06 2.37044e-35 1.29699e-05 7.87958e-06 0 8.53991e-06 5.89274e-06 8.64716e-06 1.27749e-35 9.64317e-35 0 4.58912e-06 0.000300791 5.41526e-06 5.93501e-06 9.99839e-06 7.04269e-06 Variance: 9.49612e-08 Variances/cluster: 4.86722e-08 0 4.52263e-08 3.36052e-08 2.62302e-08 2.81099e-08 2.96664e-08 3.35956e-07 0 3.7825e-08 2.86173e-08 5.516e-08 2.93987e-08 5.36848e-08 2.38373e-08 1.55841e-07 9.39713e-08 3.46894e-08 2.81988e-08 5.19036e-08 2.80675e-08 3.82225e-08 0 4.32191e-08 4.98547e-08 0 5.47266e-08 3.50724e-08 4.67264e-08 0 6.86694e-32 0 4.06082e-08 1.87971e-05 2.39586e-08 2.55797e-08 3.27709e-08 4.48433e-08 -------------------------------------------------------------- Initialization seed trial #719 of 1000; initialization seed = 493577944 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 600497 Distortion: 0.00421941 Distortions/cluster: 3.13751e-06 4.30674e-06 2.28773e-05 1.85893e-05 3.3275e-06 3.14674e-06 4.2606e-06 3.95842e-06 0 5.02103e-06 4.10837e-06 4.81569e-35 3.94299e-06 3.82297e-06 5.11331e-06 5.88295e-06 4.813e-06 2.54181e-05 4.35604e-05 0.00391362 6.20788e-06 1.04839e-05 4.4393e-06 5.7002e-06 7.16352e-06 4.4839e-06 3.0934e-06 5.08061e-06 3.99393e-06 6.49307e-06 2.91092e-05 8.00512e-06 3.1695e-05 9.64317e-35 3.11726e-06 5.32975e-06 2.37044e-35 6.10909e-06 Variance: 7.17343e-07 Variances/cluster: 2.95966e-08 2.36609e-08 6.62902e-08 6.32085e-08 3.78095e-08 3.31206e-08 3.83808e-08 2.1747e-08 0 2.64242e-08 2.32091e-08 2.67973e-31 4.15026e-08 2.43473e-08 1.7043e-07 5.4467e-08 3.78944e-08 4.6453e-08 2.7222e-06 0.00391989 2.31617e-08 3.21563e-08 4.30963e-08 3.25699e-08 3.14162e-08 2.75061e-08 2.6896e-08 2.59189e-08 3.59775e-08 2.75106e-08 5.54284e-08 3.20177e-08 3.10701e-07 6.86694e-32 3.18058e-08 5.73039e-08 0 1.45406e-07 -------------------------------------------------------------- Initialization seed trial #720 of 1000; initialization seed = 493577945 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 722136 Distortion: 0.000276373 Distortions/cluster: 4.56695e-06 9.70846e-06 7.1251e-06 5.47186e-06 1.4091e-05 7.79824e-06 8.34825e-06 9.86897e-06 1.08283e-34 2.45348e-05 1.58946e-05 4.47513e-06 1.14334e-05 8.40554e-06 5.5155e-06 0 1.64516e-05 1.27749e-35 8.3299e-06 9.64317e-35 8.66831e-06 2.37044e-35 1.29588e-05 6.47847e-06 8.47196e-06 4.73832e-06 5.82085e-06 5.15547e-06 0 5.62033e-06 1.00024e-05 4.81569e-35 1.08301e-05 0 0 1.247e-05 7.21927e-06 1.59192e-05 Variance: 4.69862e-08 Variances/cluster: 1.69132e-07 2.72686e-08 2.816e-08 3.4628e-08 3.82783e-08 5.06226e-08 5.83744e-08 4.42519e-08 0 2.72576e-06 4.41372e-08 2.29467e-08 3.25707e-08 5.06194e-08 1.37842e-07 0 4.00246e-08 0 3.60568e-08 6.86694e-32 9.63048e-08 0 3.32249e-08 4.1525e-08 4.60283e-08 2.6468e-08 4.40829e-08 2.49031e-08 0 5.01659e-08 5.18218e-08 2.67973e-31 4.64665e-08 0 0 3.3074e-08 4.34861e-08 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #721 of 1000; initialization seed = 493577946 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 689615 Distortion: 0.00056719 Distortions/cluster: 1.29401e-05 8.85138e-06 6.70832e-06 9.50416e-06 0.000296714 0 6.03076e-06 9.41959e-06 7.38704e-06 6.58673e-06 1.09445e-05 1.25351e-05 1.27749e-35 6.40183e-06 7.13783e-06 1.08283e-34 7.59157e-06 5.46695e-06 4.22463e-06 9.64317e-35 1.05136e-05 5.16234e-06 1.05474e-05 5.32965e-06 8.39312e-06 6.24903e-06 1.00766e-05 3.61027e-06 2.37044e-35 4.35604e-05 7.53577e-06 1.21065e-05 6.73205e-06 0 8.45781e-06 0 0 1.04711e-05 Variance: 9.64281e-08 Variances/cluster: 4.6211e-08 2.9404e-08 4.65706e-08 8.05375e-08 2.93745e-06 0 4.18667e-08 3.54089e-08 2.97838e-08 4.95094e-08 2.14537e-07 3.52078e-08 0 2.73551e-08 2.41122e-08 0 2.7404e-08 4.33743e-08 3.10598e-08 6.86694e-32 5.25639e-08 4.30053e-08 4.1512e-08 2.33729e-08 5.82806e-08 4.46213e-08 3.32452e-08 4.81224e-08 0 2.7222e-06 4.89292e-08 4.4824e-08 3.4344e-08 0 3.38283e-08 0 0 3.2315e-08 -------------------------------------------------------------- Initialization seed trial #722 of 1000; initialization seed = 493577947 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 505626 Distortion: 0.0359178 Distortions/cluster: 1.17232e-05 1.38701e-05 4.60807e-06 7.45508e-06 5.66026e-06 4.72743e-06 5.74432e-06 2.37044e-35 4.35604e-05 3.35647e-05 5.37058e-06 8.16082e-06 2.6619e-06 1.29244e-05 3.87098e-06 4.52958e-06 4.64549e-06 1.27749e-35 0 9.92529e-06 1.48925e-05 3.29877e-06 8.59117e-06 8.9194e-06 1.04442e-05 1.44737e-05 5.37559e-06 5.36779e-06 1.08283e-34 2.85499e-06 0.0356196 5.06153e-06 2.03375e-06 2.83417e-06 8.56275e-06 4.81569e-35 1.24983e-05 1.00334e-05 Variance: 6.10639e-06 Variances/cluster: 3.27432e-08 4.53229e-08 2.91554e-08 3.69021e-08 4.45547e-08 3.93827e-08 2.94484e-08 0 2.7222e-06 3.13656e-07 4.03673e-08 3.47239e-08 3.69587e-08 3.39193e-08 3.72088e-08 4.71686e-08 4.34013e-08 0 0 3.11111e-08 3.55398e-08 4.07121e-08 5.84383e-08 3.0439e-08 5.30124e-08 4.71419e-08 3.92252e-08 2.98113e-08 0 1.0977e-07 0.035575 3.98427e-08 3.44589e-08 1.18052e-07 2.53314e-08 2.67973e-31 2.91302e-08 1.2235e-07 -------------------------------------------------------------- Initialization seed trial #723 of 1000; initialization seed = 493577948 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 718712 Distortion: 0.000292192 Distortions/cluster: 5.44231e-06 1.01234e-05 4.24799e-06 7.48447e-06 5.5155e-06 6.66312e-06 8.35888e-06 0 9.80602e-06 1.05976e-05 5.77552e-06 4.36366e-06 1.07672e-05 5.69762e-06 7.07984e-06 6.39166e-06 7.70824e-06 9.04085e-06 8.49103e-06 4.35604e-05 5.14442e-06 1.27749e-35 3.1695e-05 6.90255e-06 2.37044e-35 6.33697e-06 5.52314e-06 3.63783e-06 7.43985e-06 6.3392e-06 7.54197e-06 1.21501e-05 6.75348e-06 7.02218e-06 4.81569e-35 8.58976e-06 9.64317e-35 1.08283e-34 Variance: 4.96756e-08 Variances/cluster: 4.09062e-08 3.86263e-08 4.04437e-08 2.63515e-08 1.37842e-07 2.76454e-08 5.84487e-08 0 4.66799e-08 5.27201e-08 3.92861e-08 4.00212e-08 3.81781e-08 2.56627e-08 3.26231e-08 4.23152e-08 2.54368e-08 3.13816e-08 3.08734e-08 2.7222e-06 4.76188e-08 0 3.10701e-07 3.69081e-08 0 4.83593e-08 4.38202e-08 4.38148e-08 2.90594e-08 2.94821e-08 2.28524e-07 4.58458e-08 2.42039e-08 3.00058e-08 2.67973e-31 3.67052e-08 6.86694e-32 0 -------------------------------------------------------------- Initialization seed trial #724 of 1000; initialization seed = 493577949 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 505767 Distortion: 0.0358988 Distortions/cluster: 9.30659e-06 9.32332e-06 1.06093e-05 1.01846e-05 4.81569e-35 6.13837e-06 4.23556e-06 1.27749e-35 7.11812e-06 2.45348e-05 1.10713e-05 1.54478e-05 3.93131e-06 9.37795e-06 9.65735e-06 8.59381e-06 7.15901e-06 2.37044e-35 7.848e-06 7.18746e-06 0 9.11852e-06 1.03424e-05 1.29213e-05 6.7875e-06 1.08283e-34 1.04366e-05 1.01871e-05 0 3.97e-06 0 1.59192e-05 1.30235e-05 1.32809e-05 0.0356196 0 4.2607e-06 7.29206e-06 Variance: 6.10316e-06 Variances/cluster: 4.72264e-08 9.51286e-08 3.00521e-08 3.79987e-08 2.67973e-31 1.46104e-07 2.32698e-08 0 2.4628e-08 2.72576e-06 1.14126e-07 4.38712e-08 2.5525e-08 5.35721e-08 3.04622e-08 5.84563e-08 2.63176e-08 0 3.32513e-08 3.39002e-08 0 5.23883e-08 3.19178e-08 3.76593e-08 3.44511e-08 0 5.24411e-08 5.30409e-08 0 3.03018e-08 0 7.5794e-07 4.70013e-08 4.64331e-08 0.035575 0 2.27818e-08 4.73468e-08 -------------------------------------------------------------- Initialization seed trial #725 of 1000; initialization seed = 493577950 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 597609 Distortion: 0.0044714 Distortions/cluster: 4.54068e-06 5.12985e-06 5.33322e-06 5.80387e-06 4.34156e-06 3.85973e-06 5.5634e-06 4.25876e-06 5.95896e-06 4.1635e-06 5.11331e-06 0 4.73126e-06 8.32314e-06 6.48173e-06 5.83568e-06 1.90614e-05 9.64317e-35 6.66633e-06 6.11079e-06 2.24998e-05 1.63001e-05 0.00391362 5.43194e-06 1.45035e-05 6.42907e-06 3.97202e-06 2.37044e-35 0.000296857 1.63991e-05 5.28812e-06 4.81818e-06 4.98125e-06 3.7605e-06 0 3.77725e-05 3.01554e-06 4.46731e-06 Variance: 7.60183e-07 Variances/cluster: 2.38962e-08 3.74411e-08 2.89815e-08 5.42371e-08 3.1231e-08 2.71783e-08 3.49871e-08 4.21634e-08 2.61335e-08 2.89104e-08 1.7043e-07 0 2.38924e-08 3.58725e-08 2.61337e-08 1.42286e-07 6.52585e-08 6.86694e-32 2.32256e-08 3.10165e-08 5.76734e-08 4.2881e-08 0.00391989 6.96338e-08 5.82282e-08 2.78291e-08 3.42385e-08 0 1.9788e-05 4.08824e-08 2.40342e-08 4.37979e-08 2.83001e-08 2.37986e-08 0 3.66684e-07 3.72259e-08 3.78553e-08 -------------------------------------------------------------- Initialization seed trial #726 of 1000; initialization seed = 493577951 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 717911 Distortion: 0.00029941 Distortions/cluster: 4.56194e-06 7.75587e-06 9.64317e-35 4.00016e-06 6.52052e-06 1.13623e-05 8.23188e-06 1.44266e-05 3.92823e-06 4.81569e-35 1.08283e-34 1.00822e-05 8.36902e-06 8.23499e-06 1.2111e-05 1.36767e-05 5.8725e-06 2.37044e-35 5.89174e-06 7.16792e-06 5.39296e-06 6.77259e-06 6.27028e-06 1.27749e-35 6.13461e-06 4.35604e-05 0 6.83865e-06 4.41826e-06 5.61662e-06 8.35313e-06 6.80353e-06 8.50816e-06 0 9.01763e-06 3.38104e-05 7.3771e-06 8.34197e-06 Variance: 5.09027e-08 Variances/cluster: 6.3339e-08 3.4315e-08 6.86694e-32 3.99894e-08 4.23273e-08 4.45544e-08 5.7966e-08 4.74514e-08 2.9983e-08 2.67973e-31 0 3.53645e-08 7.09182e-08 3.90158e-08 3.27295e-08 3.49757e-08 4.51584e-08 0 5.40493e-08 4.97615e-08 4.14707e-08 3.58301e-08 4.57646e-08 0 5.28686e-08 2.7222e-06 0 2.88517e-08 4.12786e-08 2.37965e-08 2.90014e-08 1.54581e-07 2.9135e-08 0 3.45391e-08 3.13025e-07 2.93881e-08 2.53533e-08 -------------------------------------------------------------- Initialization seed trial #727 of 1000; initialization seed = 493577952 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 564980 Distortion: 0.0092808 Distortions/cluster: 0 1.77311e-05 0.000296364 4.98689e-06 5.11331e-06 3.88447e-06 5.33031e-06 7.47807e-06 1.08283e-34 6.13449e-06 4.27683e-06 1.90504e-06 5.63784e-06 1.31054e-05 5.34325e-06 3.83923e-06 6.50711e-06 1.27749e-35 4.20515e-06 5.06135e-06 6.2844e-06 4.52852e-06 1.14431e-05 6.00741e-06 5.58702e-06 1.559e-05 8.45356e-06 4.8291e-06 4.82002e-06 6.21968e-06 5.48909e-06 1.54542e-05 4.35604e-05 6.43422e-06 1.03963e-05 2.78757e-06 4.189e-06 0.00872182 Variance: 1.57783e-06 Variances/cluster: 0 6.42232e-08 2.99326e-06 2.49323e-08 1.7043e-07 4.08866e-08 2.37934e-08 2.42773e-08 0 2.61019e-08 3.09888e-08 5.01283e-08 6.71109e-08 5.01962e-08 2.88791e-08 3.33816e-08 2.73384e-08 0 4.20479e-08 2.49298e-08 1.49579e-07 3.90358e-08 5.49975e-08 3.77793e-08 3.21062e-08 3.97575e-08 3.59695e-08 4.31133e-08 2.56358e-08 3.10957e-08 2.7581e-08 4.27954e-08 2.7222e-06 2.93774e-08 4.87934e-08 3.48419e-08 3.03522e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #728 of 1000; initialization seed = 493577953 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 56 BIC score: 600026 Distortion: 0.00420657 Distortions/cluster: 4.08341e-05 8.56516e-06 5.25543e-06 6.5321e-06 5.1933e-06 4.85268e-06 6.12508e-06 5.11331e-06 9.19216e-06 9.40762e-06 5.73579e-06 5.64853e-06 4.66728e-06 9.64317e-35 5.68737e-06 1.44708e-05 1.04221e-05 4.63211e-06 7.92634e-06 8.2062e-06 2.37044e-35 5.5155e-06 4.85075e-06 9.41563e-06 9.23755e-06 3.66424e-06 3.43835e-05 1.43695e-05 5.67401e-06 4.64573e-06 0.00391362 4.81569e-35 0 1.2289e-05 4.6773e-06 3.49114e-06 5.57242e-06 6.69721e-06 Variance: 7.1516e-07 Variances/cluster: 2.72194e-06 3.05872e-08 2.29475e-08 4.24125e-08 2.62261e-08 4.14725e-08 3.75738e-08 1.7043e-07 4.71241e-08 4.25649e-08 4.44597e-08 3.4024e-08 3.30984e-08 6.86694e-32 3.42581e-08 4.41039e-08 5.31567e-08 2.4636e-08 5.74323e-08 3.11996e-08 0 1.37842e-07 4.4095e-08 5.34817e-08 5.24691e-08 2.11781e-08 3.33783e-07 4.83666e-08 2.55564e-08 2.9969e-08 0.00391989 2.67973e-31 0 3.59209e-08 2.70341e-08 2.35864e-08 2.5327e-08 2.92429e-08 -------------------------------------------------------------- Initialization seed trial #729 of 1000; initialization seed = 493577954 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 716696 Distortion: 0.000308868 Distortions/cluster: 2.54389e-06 7.81926e-06 2.37044e-35 4.21471e-06 4.48954e-06 8.5431e-06 1.19125e-05 4.52833e-06 5.47291e-06 5.79638e-06 6.71657e-06 4.88892e-06 4.81569e-35 1.08283e-34 2.25295e-05 9.69029e-06 1.27749e-35 0 2.13708e-05 1.25742e-05 9.311e-06 5.35645e-06 8.59953e-06 5.05229e-06 3.78793e-06 3.35567e-05 5.98437e-06 4.35604e-05 6.08666e-06 6.72607e-06 9.01792e-06 4.36482e-06 2.10576e-05 9.64317e-35 0 7.63039e-06 0 5.68454e-06 Variance: 5.25107e-08 Variances/cluster: 2.3772e-08 3.38465e-08 0 2.80947e-08 2.70422e-08 7.90956e-08 5.56482e-08 3.37906e-08 3.18161e-08 2.4875e-08 1.52601e-07 2.60023e-08 2.67973e-31 0 6.68323e-08 8.80868e-08 0 0 4.80088e-08 5.23758e-08 5.00553e-08 2.89513e-08 4.13405e-08 2.85415e-08 3.94546e-08 3.13581e-07 2.30148e-08 2.7222e-06 2.66935e-08 5.55825e-08 2.98581e-08 2.22669e-08 4.43172e-08 6.86694e-32 0 3.39099e-08 0 2.5489e-08 -------------------------------------------------------------- Initialization seed trial #730 of 1000; initialization seed = 493577955 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 718142 Distortion: 0.000299985 Distortions/cluster: 4.35604e-05 0 1.69648e-05 5.71392e-06 9.76946e-06 5.25341e-06 5.70411e-06 7.08753e-06 1.08283e-34 8.31261e-06 2.08423e-06 7.02675e-06 7.09814e-06 7.11828e-06 1.37871e-05 9.56456e-06 4.43671e-06 2.81659e-06 9.64317e-35 1.32851e-05 2.37044e-35 5.76238e-06 4.29544e-06 3.10001e-05 4.81569e-35 1.04492e-05 5.39264e-06 5.63849e-06 0 0 5.66437e-06 1.27749e-35 1.7479e-05 1.43104e-05 6.07498e-06 7.07338e-06 1.11411e-05 6.1199e-06 Variance: 5.10005e-08 Variances/cluster: 2.7222e-06 0 4.29346e-08 1.428e-07 2.96918e-08 3.77912e-08 3.37487e-08 2.46073e-08 0 2.7799e-08 5.08304e-08 3.05484e-08 2.74036e-08 3.40558e-08 6.12567e-08 3.37941e-08 4.22518e-08 3.52046e-08 6.86694e-32 4.77836e-08 0 2.4209e-08 4.25254e-08 3.09968e-07 2.67973e-31 4.90413e-08 1.7394e-07 2.93637e-08 0 0 4.35683e-08 0 4.20033e-08 5.52352e-08 2.83845e-08 3.86491e-08 5.45956e-08 2.80702e-08 -------------------------------------------------------------- Initialization seed trial #731 of 1000; initialization seed = 493577956 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 505086 Distortion: 0.035913 Distortions/cluster: 7.47396e-06 7.06584e-06 1.20087e-05 9.67038e-06 1.42058e-05 6.85687e-06 5.90578e-06 3.92979e-06 1.08283e-34 1.45149e-05 0.0356196 7.02362e-06 6.04326e-06 6.95633e-06 1.17163e-05 6.23613e-06 9.33316e-06 3.14299e-05 3.41863e-06 9.23755e-06 5.11331e-06 1.04221e-05 5.29447e-06 2.37044e-35 5.87418e-06 4.35604e-05 5.3499e-06 4.18278e-06 7.37441e-06 7.17286e-06 4.27608e-06 6.59861e-06 4.5437e-06 0 1.27749e-35 4.81569e-35 7.04991e-06 3.58501e-06 Variance: 6.10557e-06 Variances/cluster: 1.77892e-07 4.18059e-08 3.55173e-08 5.46184e-08 4.36958e-08 2.43995e-08 3.51502e-08 2.19516e-08 0 4.82068e-08 0.035575 3.36029e-08 3.33849e-08 2.70651e-08 3.35682e-08 2.53479e-08 4.73612e-08 3.11154e-07 3.79818e-08 5.24691e-08 1.7043e-07 5.31567e-08 3.78145e-08 0 4.4163e-08 2.7222e-06 2.66138e-08 2.40364e-08 3.9432e-08 2.57069e-08 2.50034e-08 5.49836e-08 4.24618e-08 0 0 2.67973e-31 3.21886e-08 2.91431e-08 -------------------------------------------------------------- Initialization seed trial #732 of 1000; initialization seed = 493577957 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 717821 Distortion: 0.000298522 Distortions/cluster: 8.83085e-06 5.20352e-06 7.52924e-06 7.6154e-06 0 3.27696e-06 5.03798e-06 6.81809e-06 1.0717e-05 6.69119e-06 9.64317e-35 9.25065e-06 1.15583e-05 6.0027e-06 7.7723e-06 6.52575e-06 3.14299e-05 9.8545e-06 1.2477e-05 9.11046e-06 7.80405e-06 6.92153e-06 1.01916e-05 7.08509e-06 2.37044e-35 5.61184e-06 8.59924e-06 1.27749e-35 1.08283e-34 7.18912e-06 5.82468e-06 4.81569e-35 5.80888e-06 5.48989e-06 4.35604e-05 9.10779e-06 0 9.62577e-06 Variance: 5.07517e-08 Variances/cluster: 4.1849e-08 4.90746e-08 2.73766e-08 4.97579e-08 0 3.72353e-08 2.49376e-08 4.48519e-08 3.22772e-08 2.34758e-08 6.86694e-32 5.08239e-08 4.18646e-08 2.75327e-08 4.54374e-08 3.26254e-08 3.11154e-07 3.32814e-08 4.48664e-08 3.82759e-08 2.79691e-08 5.5814e-08 1.92243e-07 5.02338e-08 0 2.98467e-08 2.965e-08 0 0 4.54859e-08 4.41119e-08 2.67973e-31 3.2449e-08 2.39706e-08 2.7222e-06 8.67343e-08 0 4.27772e-08 -------------------------------------------------------------- Initialization seed trial #733 of 1000; initialization seed = 493577958 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 717853 Distortion: 0.000304775 Distortions/cluster: 4.08299e-06 5.00019e-06 9.12276e-06 3.56304e-06 1.22011e-05 1.08283e-34 4.29882e-06 7.67379e-06 6.02937e-06 1.15179e-05 3.86257e-06 1.509e-05 5.48474e-06 9.38797e-06 1.34706e-05 1.81763e-05 3.26806e-06 4.35604e-05 1.00071e-05 9.64317e-35 4.88558e-06 3.56422e-06 0 2.37044e-35 1.06278e-05 7.12292e-06 1.24497e-05 8.89121e-06 0 3.35567e-05 1.32552e-05 4.81569e-35 5.47565e-06 1.27749e-35 4.58705e-06 0 8.50185e-06 6.05932e-06 Variance: 5.18148e-08 Variances/cluster: 4.63823e-08 4.03109e-08 5.24246e-08 3.71029e-08 3.29728e-08 0 4.21417e-08 3.89408e-08 5.43153e-08 2.8507e-08 3.57529e-08 3.60111e-08 4.3864e-08 3.28144e-08 3.41863e-08 3.31042e-08 3.79882e-08 2.7222e-06 4.44718e-08 6.86694e-32 4.21033e-08 5.93987e-08 0 0 4.26786e-08 1.58239e-07 4.38226e-08 6.78664e-08 0 3.13581e-07 3.25652e-08 2.67973e-31 4.41452e-08 0 6.28172e-08 0 3.05796e-08 4.455e-08 -------------------------------------------------------------- Initialization seed trial #734 of 1000; initialization seed = 493577959 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 68 BIC score: 717862 Distortion: 0.000299481 Distortions/cluster: 4.35604e-05 1.59795e-05 6.97296e-06 9.89778e-06 1.27749e-35 5.11331e-06 5.5155e-06 4.81569e-35 5.05881e-06 0 1.06275e-05 7.62187e-06 7.91614e-06 1.16436e-05 1.27534e-05 9.64317e-35 5.84843e-06 3.79141e-06 4.84946e-06 5.10682e-06 2.37044e-35 9.52319e-06 4.09702e-06 4.02491e-06 3.1695e-05 5.63643e-06 4.78476e-06 1.5847e-05 1.08283e-34 5.53323e-06 0 1.02265e-05 6.49151e-06 6.75644e-06 6.6194e-06 3.10385e-06 1.73286e-05 5.55644e-06 Variance: 5.09148e-08 Variances/cluster: 2.7222e-06 4.41277e-08 6.11606e-08 3.15185e-08 0 1.7043e-07 1.37842e-07 2.67973e-31 2.47959e-08 0 3.04487e-08 4.33025e-08 5.1068e-08 5.51654e-08 4.96084e-08 6.86694e-32 3.17822e-08 2.14179e-08 3.19006e-08 3.81075e-08 0 3.50087e-08 2.48275e-08 2.36734e-08 3.10701e-07 2.51604e-08 2.11696e-08 3.9904e-08 0 3.39434e-08 0 4.84511e-08 2.9639e-08 3.32798e-08 5.56204e-08 3.73929e-08 6.34547e-08 3.06959e-08 -------------------------------------------------------------- Initialization seed trial #735 of 1000; initialization seed = 493577960 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 494882 Distortion: 0.0449024 Distortions/cluster: 4.2634e-06 1.27749e-35 7.12917e-06 1.01874e-05 5.72649e-06 2.45348e-05 4.81569e-35 5.04919e-06 7.44499e-06 5.53308e-06 6.13153e-06 7.37038e-06 9.92449e-06 8.39942e-06 6.33813e-06 8.07174e-06 1.11396e-05 5.64769e-06 6.27132e-06 7.22749e-06 1.10477e-05 6.8319e-06 5.79591e-06 1.59192e-05 5.6908e-06 6.20611e-06 9.33879e-06 5.90824e-06 4.56695e-06 0.0446389 7.10382e-06 5.83568e-06 5.35151e-06 9.01902e-06 5.09908e-06 6.76817e-06 6.61107e-06 1.08283e-34 Variance: 7.63387e-06 Variances/cluster: 4.13883e-08 0 3.22559e-08 4.40871e-08 2.68824e-08 2.72576e-06 2.67973e-31 4.27757e-08 2.91936e-08 4.64811e-08 2.63125e-08 5.04669e-08 3.08187e-08 9.43662e-08 3.389e-08 5.80651e-08 3.8946e-08 3.89464e-08 3.16706e-08 5.01752e-08 4.15191e-08 3.36438e-08 3.31161e-08 7.5794e-07 2.43169e-08 3.07133e-08 4.28349e-08 4.47555e-08 1.69132e-07 0.0422886 2.64059e-08 1.42286e-07 4.45817e-08 3.45526e-08 4.39548e-08 4.28227e-08 2.36935e-08 0 -------------------------------------------------------------- Initialization seed trial #736 of 1000; initialization seed = 493577961 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 600262 Distortion: 0.0042116 Distortions/cluster: 6.52031e-06 2.37044e-35 7.68116e-06 5.3389e-06 7.04982e-06 4.81569e-35 6.26373e-06 5.88663e-06 9.64317e-35 1.32585e-05 0 1.05156e-05 7.66219e-06 6.70906e-06 6.41974e-06 9.39557e-06 0 9.13514e-06 5.95801e-06 5.04131e-06 8.13674e-06 9.69149e-06 1.09355e-05 7.4817e-06 5.41244e-06 6.13298e-06 0 9.17545e-06 8.38878e-06 0.00391362 4.90664e-06 7.13744e-06 3.35567e-05 6.15709e-06 9.72192e-06 4.35604e-05 6.15582e-06 8.59381e-06 Variance: 7.16015e-07 Variances/cluster: 2.96352e-08 0 2.71395e-08 4.13733e-08 3.37282e-08 2.67973e-31 4.23089e-08 2.97207e-08 6.86694e-32 4.63548e-08 0 5.25741e-08 2.48751e-08 3.45795e-08 4.65048e-08 9.99451e-08 0 5.93137e-08 2.42168e-08 2.54581e-08 5.45927e-08 3.05699e-08 4.25366e-08 4.92059e-08 2.66598e-08 3.21065e-08 0 3.38548e-08 4.09078e-08 0.00391989 3.00986e-08 4.85384e-08 3.13581e-07 1.46551e-07 2.9911e-08 2.7222e-06 3.3085e-08 5.84563e-08 -------------------------------------------------------------- Initialization seed trial #737 of 1000; initialization seed = 493577962 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 56 BIC score: 600068 Distortion: 0.00420359 Distortions/cluster: 5.97867e-06 9.6048e-06 2.37044e-35 5.77347e-06 4.26893e-06 6.64723e-06 6.79339e-06 9.64317e-35 1.08849e-05 7.59097e-06 6.70101e-06 8.17598e-06 0 7.09304e-06 9.11814e-06 7.67565e-06 9.70096e-06 3.5604e-06 3.1695e-05 5.11331e-06 3.63621e-06 1.25654e-05 4.81569e-35 5.25815e-06 7.16158e-06 5.52431e-06 6.83236e-06 6.06136e-06 1.03266e-05 0.00391362 5.76584e-06 7.49565e-06 4.35604e-05 6.84823e-06 4.28388e-06 7.23512e-06 6.91108e-06 4.12702e-06 Variance: 7.14653e-07 Variances/cluster: 2.90201e-08 5.10855e-08 0 3.90068e-08 2.49616e-08 2.44362e-08 3.3462e-08 6.86694e-32 4.61072e-08 4.46383e-08 2.51896e-08 3.35052e-08 0 5.62891e-08 4.22102e-08 4.41088e-08 3.1596e-08 3.82808e-08 3.10701e-07 1.7043e-07 2.11383e-08 4.28715e-08 2.67973e-31 1.34779e-07 2.77557e-08 4.38293e-08 4.98564e-08 4.96678e-08 3.25655e-08 0.00391989 2.5398e-08 4.96242e-08 2.7222e-06 2.9389e-08 3.08157e-08 4.23068e-08 4.40053e-08 2.4132e-08 -------------------------------------------------------------- Initialization seed trial #738 of 1000; initialization seed = 493577963 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 600027 Distortion: 0.00421329 Distortions/cluster: 3.33284e-06 5.28373e-06 7.35193e-06 4.35604e-05 1.58201e-05 4.81569e-35 1.5973e-05 4.11031e-06 1.95416e-05 5.80858e-06 3.52961e-06 4.8029e-06 5.52175e-06 3.14299e-05 5.52332e-06 4.86021e-06 4.23482e-06 5.4344e-06 4.98945e-06 1.02642e-05 4.20776e-06 5.56588e-06 1.197e-05 5.97869e-06 4.12126e-06 6.43654e-06 9.64317e-35 4.08485e-06 0 2.37044e-35 0.00391362 5.27158e-06 1.4005e-05 3.63222e-06 8.09464e-06 1.01642e-05 5.79993e-06 8.96518e-06 Variance: 7.16303e-07 Variances/cluster: 2.84831e-08 3.12616e-08 2.79517e-08 2.7222e-06 4.38086e-08 2.67973e-31 4.05276e-08 2.4908e-08 5.48745e-08 4.40006e-08 5.98189e-08 3.33505e-08 2.52113e-08 3.11154e-07 5.31042e-08 2.57128e-08 4.19253e-08 2.61246e-08 2.49451e-08 5.51671e-08 3.21175e-08 3.07481e-08 2.21608e-07 5.43484e-08 2.28935e-08 2.51405e-08 6.86694e-32 2.21976e-08 0 0 0.00391989 2.77427e-08 5.76151e-08 2.88238e-08 6.32343e-08 4.30652e-08 2.84285e-08 5.15074e-08 -------------------------------------------------------------- Initialization seed trial #739 of 1000; initialization seed = 493577964 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 500508 Distortion: 0.0398235 Distortions/cluster: 0.00391362 5.60814e-06 3.05488e-06 6.83371e-06 6.50098e-06 3.8735e-06 6.35691e-06 8.59847e-06 3.77795e-06 4.35604e-05 5.1631e-06 1.47917e-05 0.0356196 1.01313e-05 2.37044e-35 5.11537e-06 5.02603e-06 7.37016e-06 4.81569e-35 5.11331e-06 1.35316e-05 5.9312e-06 6.5024e-06 6.49746e-06 1.07029e-05 5.57141e-06 6.53465e-06 5.2913e-06 5.14304e-06 6.5876e-06 4.87265e-06 6.86151e-06 4.29243e-06 4.31681e-06 3.14299e-05 4.03065e-06 9.25932e-06 1.21433e-05 Variance: 6.77041e-06 Variances/cluster: 0.00391989 4.75114e-08 3.72517e-08 6.69909e-08 4.57668e-08 4.16479e-08 4.9262e-08 3.17183e-08 4.44318e-08 2.7222e-06 3.97031e-08 3.58121e-08 0.035575 2.72322e-08 0 2.77984e-08 3.72267e-08 5.1887e-08 2.67973e-31 1.7043e-07 3.42542e-08 4.00627e-08 5.46372e-08 3.34881e-08 3.15689e-08 2.5207e-08 2.54239e-08 1.35629e-07 4.14632e-08 2.82705e-08 3.63597e-08 4.69815e-08 4.29206e-08 3.53808e-08 3.11154e-07 3.73177e-08 3.39059e-08 3.17029e-08 -------------------------------------------------------------- Initialization seed trial #740 of 1000; initialization seed = 493577965 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 691806 Distortion: 0.000542103 Distortions/cluster: 3.81447e-06 7.4983e-06 7.69845e-06 1.24684e-05 7.27883e-06 9.43029e-06 3.46503e-06 0.00027363 6.39538e-06 9.74074e-06 1.14394e-05 8.83017e-06 2.37044e-35 4.98735e-06 8.63135e-06 9.40559e-06 8.19413e-06 9.64317e-35 1.59192e-05 7.56679e-06 8.93726e-06 0 0 8.95857e-06 6.45024e-06 1.08283e-34 1.56248e-05 1.44484e-05 2.45348e-05 5.65253e-06 0 9.70304e-06 1.04779e-05 0 6.72692e-06 1.08621e-05 1.27749e-35 3.33245e-06 Variance: 9.2163e-08 Variances/cluster: 2.95661e-08 2.45824e-08 2.84051e-08 4.10106e-08 3.27847e-08 5.57963e-08 3.60911e-08 3.00664e-06 3.63338e-08 3.56772e-08 4.78484e-08 1.83907e-07 0 5.66695e-08 3.39787e-08 7.23449e-08 2.93671e-08 6.86694e-32 7.5794e-07 4.18021e-08 5.1944e-08 0 0 5.39511e-08 2.80413e-08 0 4.35087e-08 3.86195e-08 2.72576e-06 2.40505e-08 0 4.77828e-08 5.29018e-08 0 2.89925e-08 3.14816e-08 0 3.87461e-08 -------------------------------------------------------------- Initialization seed trial #741 of 1000; initialization seed = 493577966 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 690620 Distortion: 0.000556148 Distortions/cluster: 6.02128e-06 5.45313e-06 7.81201e-06 2.37044e-35 1.31227e-05 0.000296857 5.11331e-06 5.90967e-06 3.77725e-05 1.44345e-05 8.65994e-06 8.08997e-06 1.24333e-05 8.66156e-06 6.13716e-06 1.24352e-05 7.62277e-06 5.16932e-06 5.83568e-06 1.08283e-34 0 1.26788e-05 1.27749e-35 5.42209e-06 1.04885e-05 5.34458e-06 6.46154e-06 9.64317e-35 5.63438e-06 6.54604e-06 3.39527e-06 4.76738e-06 0 3.2266e-06 4.74789e-06 7.01172e-06 1.28819e-05 0 Variance: 9.45509e-08 Variances/cluster: 2.61772e-08 4.43211e-08 4.33965e-08 0 4.91441e-08 1.9788e-05 1.7043e-07 3.19404e-08 3.66684e-07 3.4779e-08 2.45303e-08 5.11985e-08 4.28592e-08 3.34394e-08 2.4351e-08 3.34248e-08 3.37261e-08 4.16744e-08 1.42286e-07 0 0 4.40095e-08 0 3.87261e-08 3.37141e-08 3.31934e-08 4.54889e-08 6.86694e-32 2.7216e-08 5.54701e-08 4.19039e-08 4.49605e-08 0 3.75157e-08 5.93307e-08 4.32682e-08 3.39862e-08 0 -------------------------------------------------------------- Initialization seed trial #742 of 1000; initialization seed = 493577967 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 566592 Distortion: 0.00898749 Distortions/cluster: 1.27749e-35 5.36685e-06 5.77552e-06 7.47888e-06 1.08283e-34 7.46834e-06 1.054e-05 5.61136e-06 4.56695e-06 6.42473e-06 8.39942e-06 5.13986e-06 0.00872182 7.69862e-06 5.83568e-06 1.21501e-05 7.30096e-06 7.99403e-06 4.49211e-06 7.82012e-06 5.90031e-06 8.73822e-06 4.05727e-06 7.58126e-06 4.81569e-35 7.27809e-06 1.59192e-05 9.5886e-06 9.63443e-06 3.19672e-06 1.05976e-05 6.38716e-06 7.22898e-06 9.58875e-06 8.35888e-06 7.01814e-06 2.45348e-05 0 Variance: 1.52797e-06 Variances/cluster: 0 4.32681e-08 3.92861e-08 2.86523e-08 0 2.5487e-08 3.13662e-08 4.48765e-08 1.69132e-07 2.73367e-08 9.43662e-08 4.21162e-08 0.156503 2.56598e-08 1.42286e-07 4.58458e-08 3.22945e-08 4.5406e-08 5.98767e-08 3.50564e-08 3.43006e-08 2.72187e-08 4.05595e-08 3.22579e-08 2.67973e-31 3.99859e-08 7.5794e-07 4.29845e-08 3.66296e-08 4.04515e-08 5.27201e-08 3.58796e-08 3.34646e-08 4.11398e-08 5.84487e-08 2.92388e-08 2.72576e-06 0 -------------------------------------------------------------- Initialization seed trial #743 of 1000; initialization seed = 493577968 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 500097 Distortion: 0.0398062 Distortions/cluster: 5.81407e-06 3.79527e-06 3.46336e-06 6.84589e-06 8.59381e-06 5.39085e-06 2.58841e-06 1.2909e-05 8.81545e-06 4.51505e-06 3.17316e-06 5.08322e-06 6.78037e-06 3.81265e-06 0.00391362 3.98419e-06 2.62046e-06 0.0356196 4.39577e-06 1.0481e-05 9.27905e-06 6.67093e-06 2.45348e-05 7.05556e-06 7.80318e-06 1.71938e-05 1.08145e-05 1.59192e-05 8.18226e-06 1.39731e-05 4.81569e-35 1.14431e-05 2.37044e-35 4.5712e-06 1.22812e-05 3.18539e-06 7.12182e-06 9.97904e-06 Variance: 6.76747e-06 Variances/cluster: 3.26605e-08 2.94173e-08 2.42172e-08 4.5333e-08 5.84563e-08 3.11581e-08 2.2121e-08 4.60998e-08 2.95795e-08 2.60962e-08 2.03384e-08 3.09922e-08 2.9606e-08 2.80312e-08 0.00391989 3.0411e-08 2.22047e-08 0.035575 2.17593e-08 5.2401e-08 8.75314e-08 2.83844e-08 2.72576e-06 3.2967e-08 4.30972e-08 6.3426e-08 1.1264e-07 7.5794e-07 3.25879e-08 4.03717e-08 2.67973e-31 5.49975e-08 0 2.44428e-08 4.99077e-08 2.41289e-08 1.58213e-07 4.81924e-08 -------------------------------------------------------------- Initialization seed trial #744 of 1000; initialization seed = 493577969 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 721388 Distortion: 0.0002754 Distortions/cluster: 1.08283e-34 5.08125e-06 9.72935e-06 7.52439e-06 4.50998e-06 5.91562e-06 5.8374e-06 7.99491e-06 1.14382e-05 8.04606e-06 5.75772e-06 1.88546e-05 3.83731e-06 7.21573e-06 4.18992e-06 6.36452e-06 2.37044e-35 1.07336e-05 8.54824e-06 1.059e-05 7.25624e-06 1.98724e-05 1.11305e-05 2.45348e-05 5.86318e-06 1.27749e-35 3.71583e-06 5.77352e-06 4.4156e-06 9.64317e-35 7.13813e-06 4.81569e-35 6.29085e-06 1.31595e-05 0 1.59192e-05 3.27256e-06 4.88926e-06 Variance: 4.68209e-08 Variances/cluster: 0 2.32e-08 5.34408e-08 4.17984e-08 2.50529e-08 3.41912e-08 2.79277e-08 5.79292e-08 5.03725e-08 2.93627e-08 4.49784e-08 4.4454e-08 2.49146e-08 3.08338e-08 2.28932e-08 5.53402e-08 0 1.11797e-07 6.89319e-08 4.37566e-08 3.35908e-08 4.50473e-08 5.4014e-08 2.72576e-06 3.22125e-08 0 2.19846e-08 3.33696e-08 2.55215e-08 6.86694e-32 1.58576e-07 2.67973e-31 2.92572e-08 5.69501e-08 0 7.5794e-07 2.79673e-08 2.42021e-08 -------------------------------------------------------------- Initialization seed trial #745 of 1000; initialization seed = 493577970 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 600250 Distortion: 0.00420875 Distortions/cluster: 6.94883e-06 4.49433e-06 8.66822e-06 0 1.89953e-05 1.63868e-05 6.00622e-06 4.87505e-06 6.05765e-06 1.61571e-05 5.11331e-06 1.90504e-06 4.81569e-35 5.83568e-06 6.48708e-06 0.00391362 6.12226e-06 4.43984e-06 4.35604e-05 3.09674e-06 6.29829e-06 4.51231e-06 5.48327e-06 8.32245e-06 5.77484e-06 4.91419e-06 5.4615e-06 9.64317e-35 5.659e-06 4.58121e-06 4.13129e-06 1.36613e-05 9.93628e-06 4.13409e-06 9.58095e-06 3.14299e-05 2.37044e-35 6.10075e-06 Variance: 7.15531e-07 Variances/cluster: 3.43971e-08 4.3211e-08 5.09731e-08 0 5.53621e-08 4.07501e-08 2.7175e-08 2.3778e-08 3.64888e-08 4.28428e-08 1.7043e-07 5.01283e-08 2.67973e-31 1.42286e-07 3.00302e-08 0.00391989 3.40088e-08 3.66897e-08 2.7222e-06 3.64294e-08 2.83682e-08 2.34989e-08 2.55014e-08 3.01509e-08 3.29963e-08 3.69455e-08 2.5166e-08 6.86694e-32 2.33822e-08 4.36279e-08 4.17265e-08 5.71421e-08 5.51849e-08 3.10797e-08 5.04215e-08 3.11154e-07 0 2.48988e-08 -------------------------------------------------------------- Initialization seed trial #746 of 1000; initialization seed = 493577971 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 600782 Distortion: 0.00421947 Distortions/cluster: 4.95175e-06 2.37044e-35 4.35604e-05 1.63943e-05 1.7479e-05 6.04504e-06 3.86412e-06 1.11411e-05 5.50688e-06 1.41541e-05 8.01942e-06 4.17134e-06 1.36253e-05 9.64317e-35 5.11331e-06 5.26975e-06 1.07069e-05 1.46573e-05 5.47883e-06 5.95861e-06 5.61846e-06 0 0 3.14299e-05 1.69648e-05 1.43056e-05 4.81569e-35 4.63683e-06 0.00391362 0 0 5.23145e-06 1.04492e-05 4.29736e-06 5.83568e-06 0 5.47591e-06 5.5101e-06 Variance: 7.17354e-07 Variances/cluster: 2.70564e-08 0 2.7222e-06 4.60476e-08 4.20033e-08 3.41494e-08 3.0664e-08 5.45956e-08 3.12864e-08 5.44217e-08 3.87376e-08 2.95814e-08 6.1081e-08 6.86694e-32 1.7043e-07 4.39107e-08 5.981e-08 4.15183e-08 2.572e-08 2.38323e-08 2.34082e-08 0 0 3.11154e-07 4.29346e-08 5.6096e-08 2.67973e-31 2.61945e-08 0.00391989 0 0 2.71032e-08 4.90413e-08 2.27354e-08 1.42286e-07 0 2.36003e-08 2.51574e-08 -------------------------------------------------------------- Initialization seed trial #747 of 1000; initialization seed = 493577972 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 689266 Distortion: 0.000562525 Distortions/cluster: 5.76145e-06 9.23066e-06 9.2758e-06 1.08283e-34 2.49281e-06 3.80639e-06 5.33954e-06 7.84739e-06 8.43619e-06 6.39901e-06 6.2041e-06 7.53734e-06 7.3298e-06 1.22701e-05 5.16694e-06 7.18844e-06 2.98294e-06 3.20535e-06 1.16302e-05 4.67043e-05 6.10425e-06 5.21813e-06 3.30584e-06 7.29649e-06 1.27749e-35 7.49934e-06 9.6016e-06 5.95828e-06 9.26859e-06 0 1.23967e-05 9.64317e-35 6.51523e-06 0.000295704 2.37044e-35 8.43566e-06 1.04366e-05 5.97634e-06 Variance: 9.5635e-08 Variances/cluster: 3.20053e-08 8.79043e-08 5.15275e-08 0 2.13037e-08 2.47139e-08 2.66954e-08 4.99673e-08 3.71606e-08 2.22943e-08 2.66247e-08 4.48506e-08 5.234e-08 4.39642e-08 4.87296e-08 4.57713e-08 2.68701e-08 2.1225e-08 4.18219e-08 2.74699e-06 3.52812e-08 2.57025e-08 2.31154e-08 1.62094e-07 0 3.33275e-08 3.29844e-08 4.44502e-08 3.04862e-08 0 4.57407e-08 6.86694e-32 2.92137e-08 2.81593e-06 0 5.8576e-08 5.24411e-08 3.41474e-08 -------------------------------------------------------------- Initialization seed trial #748 of 1000; initialization seed = 493577973 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 718234 Distortion: 0.000301604 Distortions/cluster: 7.36411e-06 4.35604e-05 8.00947e-06 4.81569e-35 9.64317e-35 8.64165e-06 7.24433e-06 1.20776e-05 1.27749e-35 3.91086e-06 5.92187e-06 9.64933e-06 7.0599e-06 1.08283e-34 1.58946e-05 6.36303e-06 2.37044e-35 9.5282e-06 1.09052e-05 1.46924e-05 7.83848e-06 7.98142e-06 0 8.64012e-06 1.13299e-05 1.27489e-05 0 0 9.74706e-06 3.1695e-05 5.11331e-06 0 0 4.4902e-06 5.5155e-06 1.04246e-05 6.06953e-06 9.18703e-06 Variance: 5.12757e-08 Variances/cluster: 2.84304e-08 2.7222e-06 2.48719e-08 2.67973e-31 6.86694e-32 5.23579e-08 3.03074e-08 3.36393e-08 0 3.99036e-08 3.87019e-08 2.82111e-08 2.71511e-08 0 4.41372e-08 5.53259e-08 0 3.40263e-08 3.41821e-08 3.87537e-08 3.46805e-08 3.87415e-08 0 5.17205e-08 4.75892e-08 4.86555e-08 0 0 4.77643e-08 3.10701e-07 1.7043e-07 0 0 4.19619e-08 1.37842e-07 5.28997e-08 4.39783e-08 3.03176e-08 -------------------------------------------------------------- Initialization seed trial #749 of 1000; initialization seed = 493577974 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 505101 Distortion: 0.0359118 Distortions/cluster: 9.54662e-06 6.68759e-06 1.08283e-34 5.08027e-06 7.75353e-06 1.27749e-35 7.08423e-06 4.35604e-05 8.98239e-06 2.37044e-35 5.73579e-06 6.58843e-06 8.24822e-06 6.60964e-06 8.0755e-06 1.17432e-05 5.54074e-06 8.41215e-06 3.14299e-05 3.94877e-06 8.89454e-06 6.83983e-06 1.073e-05 5.26285e-06 5.11331e-06 6.46491e-06 0.0356196 8.15481e-06 5.58144e-06 5.53126e-06 6.148e-06 7.92634e-06 7.62141e-06 9.51351e-06 4.81569e-35 5.82297e-06 7.62317e-06 0 Variance: 6.10537e-06 Variances/cluster: 4.28064e-08 3.03946e-08 0 4.45609e-08 3.44571e-08 0 5.71257e-08 2.7222e-06 4.35898e-08 0 4.44597e-08 3.395e-08 3.19593e-08 4.85843e-08 2.89419e-08 3.35491e-08 1.38473e-07 2.51087e-08 3.11154e-07 4.5374e-08 4.67983e-08 3.24132e-08 5.36326e-08 3.89809e-08 1.7043e-07 3.04917e-08 0.035575 3.19768e-08 4.39338e-08 3.35119e-08 3.21854e-08 5.74323e-08 2.85422e-08 2.71009e-08 2.67973e-31 2.55371e-08 5.25577e-08 0 -------------------------------------------------------------- Initialization seed trial #750 of 1000; initialization seed = 493577975 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 717762 Distortion: 0.000302959 Distortions/cluster: 6.20832e-06 3.22054e-06 6.29796e-06 8.30904e-06 7.79025e-06 7.13813e-06 1.27749e-35 3.38104e-05 7.57091e-06 7.63235e-06 9.69994e-06 1.08283e-34 4.35604e-05 1.14952e-05 1.05204e-05 7.40781e-06 1.24041e-05 8.9261e-06 1.07768e-05 4.5405e-06 4.81569e-35 9.64317e-35 2.37044e-35 1.27719e-05 9.10887e-06 0 6.30074e-06 1.02845e-05 5.27913e-06 1.04484e-05 9.23961e-06 0 1.02501e-05 0 0 8.87638e-06 6.58489e-06 6.5058e-06 Variance: 5.15062e-08 Variances/cluster: 3.97935e-08 3.74453e-08 2.66839e-08 4.51536e-08 5.72761e-08 1.58576e-07 0 3.13025e-07 3.24825e-08 6.93795e-08 4.77676e-08 0 2.7222e-06 4.67134e-08 2.73945e-08 3.13854e-08 3.18026e-08 3.41966e-08 3.28527e-08 4.58598e-08 2.67973e-31 6.86694e-32 0 3.45157e-08 5.23329e-08 0 5.47842e-08 5.29958e-08 5.1753e-08 2.81597e-08 3.63646e-08 0 4.32349e-08 0 0 5.28197e-08 2.63373e-08 3.3706e-08 -------------------------------------------------------------- Initialization seed trial #751 of 1000; initialization seed = 493577976 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 600448 Distortion: 0.00420902 Distortions/cluster: 5.55162e-06 3.68921e-06 5.93476e-06 8.58142e-06 1.20902e-05 4.35604e-05 5.18927e-06 6.19633e-06 6.98057e-06 5.69205e-06 9.64317e-35 6.96914e-06 1.42472e-05 6.71415e-06 2.37044e-35 0 0 4.81569e-35 1.24793e-05 7.48453e-06 1.01681e-05 7.09352e-06 9.37716e-06 6.1646e-06 1.16784e-05 9.72195e-06 5.22615e-06 6.42454e-06 8.38091e-06 6.82355e-06 7.56505e-06 5.34314e-06 0.00391362 7.78336e-06 5.71392e-06 5.57154e-06 0 3.10001e-05 Variance: 7.15576e-07 Variances/cluster: 4.66369e-08 2.9276e-08 4.00965e-08 5.91772e-08 4.57925e-08 2.7222e-06 2.26586e-08 2.39219e-08 3.33965e-08 2.43221e-08 6.86694e-32 5.0122e-08 4.25149e-08 3.25901e-08 0 0 0 2.67973e-31 3.65844e-08 2.90073e-08 5.18741e-08 2.21651e-07 4.31989e-08 2.58994e-08 3.99908e-08 2.8846e-08 4.31771e-08 4.0658e-08 3.18638e-08 3.34455e-08 4.47492e-08 4.41441e-08 0.00391989 5.2932e-08 1.428e-07 2.53223e-08 0 3.09968e-07 -------------------------------------------------------------- Initialization seed trial #752 of 1000; initialization seed = 493577977 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 566501 Distortion: 0.00899545 Distortions/cluster: 1.80489e-05 5.16607e-06 3.78693e-06 6.64162e-06 2.45348e-05 9.79158e-06 5.87418e-06 6.82861e-06 4.81569e-35 1.59192e-05 3.46946e-06 5.70868e-06 6.73757e-06 6.59861e-06 0.00872182 4.24366e-06 3.60726e-06 5.95487e-06 1.07336e-05 1.65953e-05 7.48199e-06 1.36613e-05 1.08283e-34 9.19418e-06 4.20402e-06 7.13813e-06 5.53924e-06 1.66233e-05 7.67469e-06 4.27835e-06 0 1.27749e-35 7.11296e-06 8.39799e-06 4.86887e-06 6.91474e-06 3.41863e-06 6.88591e-06 Variance: 1.52932e-06 Variances/cluster: 5.45107e-08 3.05658e-08 2.9582e-08 2.93851e-08 2.72576e-06 5.3199e-08 4.4163e-08 3.38019e-08 2.67973e-31 7.5794e-07 2.40912e-08 2.92727e-08 4.58298e-08 5.49836e-08 0.156503 2.57161e-08 3.5712e-08 4.72567e-08 1.11797e-07 4.09627e-08 3.93756e-08 5.71421e-08 0 5.22228e-08 2.23592e-08 1.58576e-07 5.37757e-08 4.41962e-08 2.80074e-08 2.37661e-08 0 0 2.39473e-08 6.66454e-08 2.78193e-08 2.61899e-08 3.79818e-08 2.68957e-08 -------------------------------------------------------------- Initialization seed trial #753 of 1000; initialization seed = 493577978 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 72 BIC score: 689766 Distortion: 0.000558654 Distortions/cluster: 6.46585e-06 6.19199e-06 3.41894e-06 7.65585e-06 1.02845e-05 7.27118e-06 3.54846e-06 1.27749e-35 1.08283e-34 6.61525e-06 9.2001e-06 6.36096e-06 5.33882e-06 4.37376e-06 7.7953e-06 4.54834e-06 3.7851e-06 1.42472e-05 6.97608e-06 4.6004e-06 1.39244e-05 9.64317e-35 5.06954e-06 0 6.57514e-06 4.40126e-06 4.99183e-06 4.35604e-05 5.11331e-06 1.2784e-05 6.51293e-06 6.2844e-06 9.75568e-06 9.62534e-06 9.23755e-06 2.37044e-35 5.77589e-06 0.000296364 Variance: 9.49768e-08 Variances/cluster: 2.91229e-08 2.92049e-08 3.59859e-08 4.22942e-08 5.29958e-08 3.10707e-08 2.17671e-08 0 0 2.80284e-08 4.71648e-08 6.62539e-08 3.48911e-08 2.52788e-08 3.33103e-08 2.3936e-08 3.10218e-08 4.25149e-08 4.98254e-08 2.85712e-08 4.8166e-08 6.86694e-32 3.75491e-08 0 2.50937e-08 4.11297e-08 5.67205e-08 2.7222e-06 1.7043e-07 3.7043e-08 2.92034e-08 1.49579e-07 3.12651e-08 5.46729e-08 5.24691e-08 0 2.34772e-08 2.99326e-06 -------------------------------------------------------------- Initialization seed trial #754 of 1000; initialization seed = 493577979 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 718570 Distortion: 0.000299721 Distortions/cluster: 1.08283e-34 5.57864e-06 9.64317e-35 1.35439e-05 5.32246e-06 1.343e-05 2.85366e-06 2.55747e-06 1.22836e-05 1.11801e-05 8.81179e-06 3.89285e-06 7.13838e-06 8.74878e-06 4.35604e-05 0 9.02825e-06 5.83568e-06 1.24333e-05 8.7145e-06 7.66495e-06 2.37044e-35 7.27033e-06 5.25834e-06 0 8.16097e-06 4.81569e-35 1.36549e-05 3.14299e-05 1.27749e-35 1.02828e-05 4.43671e-06 0 1.35826e-05 1.03583e-05 0 6.98412e-06 5.72307e-06 Variance: 5.09556e-08 Variances/cluster: 0 4.13097e-08 6.86694e-32 2.9376e-08 3.80145e-08 3.25943e-08 3.61195e-08 5.1145e-08 3.39296e-08 2.86645e-08 4.68562e-08 4.14097e-08 3.85826e-08 2.93558e-08 2.7222e-06 0 3.38107e-08 1.42286e-07 4.28592e-08 3.23927e-08 3.89039e-08 0 2.75367e-08 1.6961e-07 0 5.36746e-08 2.67973e-31 4.59612e-08 3.11154e-07 0 5.32618e-08 4.22518e-08 0 4.79908e-08 3.34029e-08 0 4.84852e-08 4.36838e-08 -------------------------------------------------------------- Initialization seed trial #755 of 1000; initialization seed = 493577980 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 721016 Distortion: 0.000277144 Distortions/cluster: 1.40168e-05 8.17716e-06 4.09681e-06 1.27749e-35 5.53402e-06 2.45348e-05 7.24498e-06 9.64317e-35 9.53582e-06 6.15372e-06 0 8.41206e-06 1.06883e-05 4.74867e-06 1.29016e-05 2.37044e-35 6.58999e-06 1.11053e-05 5.96061e-06 6.08895e-06 6.72877e-06 8.51576e-06 6.56047e-06 6.64494e-06 4.65751e-06 1.08283e-34 1.26294e-05 4.38804e-06 7.40112e-06 4.81569e-35 3.61897e-06 6.97412e-06 1.59192e-05 7.32554e-06 7.6334e-06 1.82711e-05 5.97869e-06 8.10683e-06 Variance: 4.71172e-08 Variances/cluster: 4.56428e-08 2.87904e-08 2.49776e-08 0 4.15955e-08 2.72576e-06 5.40622e-08 6.86694e-32 3.13647e-08 2.28743e-08 0 6.5714e-08 7.79935e-08 2.4475e-08 1.26472e-07 0 3.19875e-08 4.42404e-08 4.51523e-08 4.41083e-08 2.6385e-08 3.6389e-08 2.92852e-08 2.97953e-08 5.54298e-08 0 3.81428e-08 3.1565e-08 3.05805e-08 2.67973e-31 2.19306e-08 3.38518e-08 7.5794e-07 4.72465e-08 4.59695e-08 6.19155e-08 5.43484e-08 5.7901e-08 -------------------------------------------------------------- Initialization seed trial #756 of 1000; initialization seed = 493577981 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 30 BIC score: 716839 Distortion: 0.000311772 Distortions/cluster: 1.07373e-05 4.71634e-06 3.03667e-06 7.23339e-06 1.12855e-05 8.21758e-06 8.95763e-06 8.2097e-06 4.03219e-06 2.29076e-06 1.08283e-34 4.56481e-06 7.04312e-06 1.91654e-05 0 1.64598e-05 3.73172e-06 8.97491e-06 4.35604e-05 9.35951e-06 9.64317e-35 2.24391e-05 2.37044e-35 1.43989e-05 1.27749e-35 0 0 6.46397e-06 0 4.60027e-06 1.63001e-05 8.4895e-06 4.81569e-35 3.35567e-05 0 1.16039e-05 6.55205e-06 5.79093e-06 Variance: 5.30044e-08 Variances/cluster: 3.25341e-08 2.66428e-08 3.6148e-08 3.44417e-08 4.56859e-08 4.02789e-08 3.37994e-08 2.51809e-08 2.35775e-08 5.20582e-08 0 4.38886e-08 2.76177e-08 6.53905e-08 0 4.09315e-08 2.10807e-08 3.00138e-08 2.7222e-06 5.0047e-08 6.86694e-32 5.76657e-08 0 5.80413e-08 0 0 0 1.50277e-07 0 3.23925e-08 4.2881e-08 9.3284e-08 2.67973e-31 3.13581e-07 0 3.26841e-08 2.77605e-08 5.56772e-08 -------------------------------------------------------------- Initialization seed trial #757 of 1000; initialization seed = 493577982 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 566523 Distortion: 0.00898928 Distortions/cluster: 1.25112e-05 4.89801e-06 5.76618e-06 8.43566e-06 0 6.24656e-06 8.12985e-06 4.81569e-35 9.25332e-06 1.06487e-05 4.25897e-06 6.39296e-06 2.45348e-05 9.50644e-06 5.84868e-06 4.56695e-06 1.04189e-05 4.80593e-06 1.01944e-05 7.35016e-06 7.26939e-06 6.00692e-06 1.08283e-34 9.01101e-06 9.21685e-06 1.20902e-05 3.74549e-06 6.36172e-06 4.29501e-06 1.11292e-05 6.23396e-06 0.00872182 7.94092e-06 3.13358e-06 5.57176e-06 5.76935e-06 1.27749e-35 1.59192e-05 Variance: 1.52827e-06 Variances/cluster: 3.86025e-08 2.40072e-08 4.61146e-08 5.8576e-08 0 2.63545e-08 5.1767e-08 2.67973e-31 4.44728e-08 3.40103e-08 1.18266e-07 2.73177e-08 2.72576e-06 3.74236e-08 3.12736e-08 1.69132e-07 5.26165e-08 4.5324e-08 5.28038e-08 3.28104e-08 2.87303e-08 3.97777e-08 0 9.90119e-08 2.87104e-08 4.57925e-08 3.40469e-08 2.30477e-08 2.24843e-08 3.91836e-08 5.71732e-08 0.156503 4.51044e-08 2.72453e-08 3.39707e-08 3.2964e-08 0 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #758 of 1000; initialization seed = 493577983 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 506265 Distortion: 0.0359426 Distortions/cluster: 3.90463e-06 3.11002e-06 1.02992e-05 4.67605e-05 3.65562e-06 3.38834e-06 5.77272e-06 3.14299e-05 0 3.10845e-06 6.46722e-06 6.13371e-06 1.14657e-05 8.41021e-06 3.49568e-05 4.01693e-06 0.0356196 5.11331e-06 4.08667e-06 6.52195e-06 2.37044e-35 4.81569e-35 4.35604e-05 3.9421e-06 4.52328e-06 3.67033e-06 4.11243e-06 2.83164e-05 1.27749e-35 5.50489e-06 0 7.47082e-06 7.69473e-06 0 6.3161e-06 1.08283e-34 3.17264e-06 6.21185e-06 Variance: 6.11062e-06 Variances/cluster: 3.00321e-08 3.10976e-08 3.17846e-08 8.43786e-08 3.29307e-08 3.98604e-08 2.56543e-08 3.11154e-07 0 3.34213e-08 2.76353e-08 1.45992e-07 3.19351e-08 3.35039e-08 6.1416e-08 2.97522e-08 0.035575 1.7043e-07 2.19687e-08 2.27226e-08 0 2.67973e-31 2.7222e-06 4.33166e-08 2.39302e-08 3.16379e-08 2.52267e-08 4.79782e-08 0 4.36858e-08 0 3.08685e-08 3.2328e-08 0 5.49178e-08 0 3.77665e-08 6.33804e-08 -------------------------------------------------------------- Initialization seed trial #759 of 1000; initialization seed = 493577984 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 718348 Distortion: 0.000295626 Distortions/cluster: 5.21325e-06 6.28247e-06 1.05545e-05 4.89178e-06 1.18936e-05 8.59179e-06 3.46171e-06 4.35604e-05 6.31139e-06 9.64317e-35 4.81569e-35 9.212e-06 5.40447e-06 0 7.59324e-06 1.37385e-05 5.76007e-06 2.37044e-35 1.08283e-34 1.02369e-05 8.90201e-06 8.3834e-06 5.81987e-06 1.27749e-35 5.29747e-06 1.13572e-05 9.3055e-06 6.60973e-06 5.11331e-06 4.72443e-06 8.66493e-06 6.39154e-06 1.0838e-05 5.31527e-06 0 8.98713e-06 5.5155e-06 3.1695e-05 Variance: 5.02595e-08 Variances/cluster: 2.54275e-08 2.60661e-08 3.25722e-08 4.25232e-08 5.14708e-08 5.11261e-08 3.80377e-08 2.7222e-06 3.506e-08 6.86694e-32 2.67973e-31 4.979e-08 3.91596e-08 0 2.84367e-08 4.3739e-08 2.31308e-08 0 0 4.6516e-08 4.27947e-08 5.14157e-08 3.03083e-08 0 2.62228e-08 3.34993e-08 5.14077e-08 5.55391e-08 1.7043e-07 2.51277e-08 5.15604e-08 3.41764e-08 3.28317e-08 2.35163e-08 0 3.40392e-08 1.37842e-07 3.10701e-07 -------------------------------------------------------------- Initialization seed trial #760 of 1000; initialization seed = 493577985 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 82 BIC score: 504789 Distortion: 0.036181 Distortions/cluster: 3.75476e-06 6.59404e-06 6.46305e-06 7.98155e-06 0.0356196 4.62419e-06 3.14447e-06 5.18326e-06 1.58688e-05 7.39777e-06 9.3451e-06 4.64426e-06 1.63001e-05 4.35604e-05 6.60783e-06 6.16031e-06 1.18482e-05 7.95028e-06 7.39628e-06 0.000296364 5.7549e-06 6.59018e-06 1.4307e-05 2.37044e-35 0 5.71392e-06 6.84162e-06 1.08283e-34 5.09327e-06 1.27749e-35 5.47684e-06 7.81805e-06 5.93668e-06 7.27352e-06 5.74682e-06 8.30301e-06 5.39264e-06 0 Variance: 6.15114e-06 Variances/cluster: 2.93307e-08 3.24799e-08 2.91103e-08 4.48257e-08 0.035575 2.94509e-08 3.65607e-08 2.32406e-08 4.02631e-08 2.44937e-08 5.56081e-08 4.42276e-08 4.2881e-08 2.7222e-06 5.50605e-08 2.67809e-08 5.74972e-08 4.18402e-08 2.74931e-08 2.99326e-06 3.07718e-08 2.81607e-08 5.47986e-08 0 0 1.428e-07 5.94869e-08 0 2.7678e-08 0 4.41536e-08 3.36955e-08 2.78694e-08 3.30586e-08 2.87316e-08 5.00143e-08 1.7394e-07 0 -------------------------------------------------------------- Initialization seed trial #761 of 1000; initialization seed = 493577986 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 597323 Distortion: 0.00446645 Distortions/cluster: 7.46268e-06 9.416e-06 1.04221e-05 4.2729e-06 9.32201e-06 6.41402e-06 3.79296e-05 4.2496e-06 1.4677e-05 6.39363e-06 5.43623e-06 4.7673e-06 0.00391362 9.64317e-35 7.9253e-06 8.18298e-06 7.80087e-06 8.15525e-06 7.54197e-06 3.85806e-06 6.03417e-06 9.60122e-06 5.64111e-06 4.35504e-06 0 4.23153e-06 2.37044e-35 7.52835e-06 6.35763e-06 5.58104e-06 4.55177e-06 5.18071e-06 6.84091e-06 0 8.78084e-06 6.87343e-06 1.01876e-05 0.000296857 Variance: 7.59342e-07 Variances/cluster: 2.4071e-08 4.77816e-08 5.31567e-08 1.15446e-07 5.17723e-08 4.33341e-08 3.68208e-07 2.63919e-08 4.77925e-08 3.02989e-08 2.93824e-08 2.56284e-08 0.00391989 6.86694e-32 3.26037e-08 5.88654e-08 4.58838e-08 5.00284e-08 2.28524e-07 3.1882e-08 2.85954e-08 5.45359e-08 2.52942e-08 2.35383e-08 0 2.25055e-08 0 3.27292e-08 2.59472e-08 3.36178e-08 3.27427e-08 3.15869e-08 4.56025e-08 0 3.05922e-08 5.72595e-08 3.47586e-08 1.9788e-05 -------------------------------------------------------------- Initialization seed trial #762 of 1000; initialization seed = 493577987 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 600390 Distortion: 0.00421009 Distortions/cluster: 7.33739e-06 7.60692e-06 3.14299e-05 5.62472e-06 3.46547e-06 9.64317e-35 7.04176e-06 1.4863e-05 9.74038e-06 2.37044e-35 4.52496e-06 1.53139e-05 1.11753e-05 1.00229e-05 8.9178e-06 0 7.27245e-06 5.11331e-06 9.06399e-06 6.19413e-06 4.35604e-05 0 9.06494e-06 4.55274e-06 3.97444e-06 6.96625e-06 1.14973e-05 7.86902e-06 5.83568e-06 6.94435e-06 0.00391362 4.70076e-06 4.81569e-35 0 8.9181e-06 8.11036e-06 4.81125e-06 4.95741e-06 Variance: 7.15759e-07 Variances/cluster: 2.68745e-08 4.52758e-08 3.11154e-07 3.32795e-08 2.42318e-08 6.86694e-32 2.88572e-08 3.89978e-08 4.77316e-08 0 2.36888e-08 4.27622e-08 4.59847e-08 5.24591e-08 5.4031e-08 0 3.63591e-08 1.7043e-07 5.1496e-08 3.20911e-08 2.7222e-06 0 4.44323e-08 2.69369e-08 2.8797e-08 2.42705e-08 4.80903e-08 5.82841e-08 1.42286e-07 2.9547e-08 0.00391989 2.99385e-08 2.67973e-31 0 5.18327e-08 2.62441e-08 3.25054e-08 2.44186e-08 -------------------------------------------------------------- Initialization seed trial #763 of 1000; initialization seed = 493577988 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 75 BIC score: 601379 Distortion: 0.00419504 Distortions/cluster: 2.45348e-05 1.42668e-05 8.32349e-06 4.81569e-35 4.59686e-06 8.35018e-06 8.82199e-06 0 8.73286e-06 5.62371e-06 8.00521e-06 1.02795e-05 7.36895e-06 2.37044e-35 1.59192e-05 1.08979e-05 9.64317e-35 6.3096e-06 0 0 0.00391362 1.28896e-05 9.68435e-06 1.33473e-05 7.23862e-06 1.42045e-05 8.68782e-06 0 8.0755e-06 0 1.06822e-05 8.58768e-06 1.30009e-05 5.91759e-06 5.20735e-06 1.03239e-05 1.15428e-05 0 Variance: 7.132e-07 Variances/cluster: 2.72576e-06 3.75409e-08 3.90736e-08 2.67973e-31 4.03108e-08 4.44011e-08 4.66622e-08 0 3.65353e-08 4.10355e-08 5.55751e-08 6.08201e-08 4.97741e-08 0 7.5794e-07 2.84515e-08 6.86694e-32 3.00359e-08 0 0 0.00391989 4.23967e-08 5.17713e-08 3.32822e-08 3.05391e-08 5.7042e-08 2.63237e-08 0 3.01298e-08 0 6.59342e-08 3.6845e-08 3.54218e-08 1.44285e-07 3.25352e-08 3.38459e-08 1.17772e-07 0 -------------------------------------------------------------- Initialization seed trial #764 of 1000; initialization seed = 493577989 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 72 BIC score: 718784 Distortion: 0.000291647 Distortions/cluster: 2.37044e-35 6.92986e-06 8.27736e-06 6.75019e-06 1.08283e-34 7.40868e-06 3.22994e-06 7.17656e-06 9.59883e-06 5.51527e-06 1.11679e-05 6.99615e-06 4.48765e-06 6.07264e-06 8.18277e-06 4.35604e-05 4.81569e-35 6.1876e-06 5.69979e-06 7.38075e-06 1.09095e-05 9.31304e-06 5.51717e-06 1.07605e-05 3.14299e-05 9.64317e-35 5.2556e-06 7.34261e-06 1.27749e-35 6.69076e-06 6.72404e-06 7.23245e-06 5.83568e-06 0 8.00691e-06 6.697e-06 4.9461e-06 1.03631e-05 Variance: 4.95829e-08 Variances/cluster: 0 2.77171e-08 5.30442e-08 2.97339e-08 0 2.315e-07 3.71228e-08 3.29092e-08 3.47753e-08 4.30739e-08 3.11926e-08 2.6599e-08 4.23337e-08 2.43853e-08 4.59558e-08 2.7222e-06 2.67973e-31 3.51536e-08 3.16618e-08 3.35379e-08 5.37242e-08 4.06548e-08 4.37833e-08 3.23106e-08 3.11154e-07 6.86694e-32 3.7537e-08 3.46319e-08 0 4.81195e-08 5.51103e-08 3.95183e-08 1.42286e-07 0 2.46345e-08 3.80477e-08 2.53616e-08 4.37123e-08 -------------------------------------------------------------- Initialization seed trial #765 of 1000; initialization seed = 493577990 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 718009 Distortion: 0.000297356 Distortions/cluster: 3.18112e-06 4.32686e-06 7.17303e-06 7.41176e-06 7.20486e-06 4.35604e-05 5.86759e-06 1.11832e-05 2.37044e-35 8.97872e-06 8.60537e-06 9.26538e-06 6.00628e-06 1.0689e-05 1.27749e-35 5.74717e-06 5.65935e-06 1.11014e-05 1.10377e-05 1.08283e-34 0 1.50581e-05 4.81569e-35 4.81021e-06 3.28529e-05 5.36975e-06 4.54287e-06 9.29895e-06 1.00858e-05 9.64317e-35 7.07192e-06 0 4.96228e-06 1.19443e-05 5.71485e-06 7.86902e-06 5.50908e-06 5.26652e-06 Variance: 5.05535e-08 Variances/cluster: 2.60725e-08 2.57529e-08 3.01352e-08 4.49163e-08 3.38227e-08 2.7222e-06 2.5509e-08 3.33718e-08 0 5.13031e-08 2.65567e-08 4.49738e-08 2.64571e-08 5.39674e-08 0 2.80321e-08 1.41437e-07 4.51236e-08 4.86083e-08 0 0 4.4405e-08 2.67973e-31 1.65857e-07 3.12848e-07 2.81114e-08 3.49421e-08 4.76716e-08 5.47968e-08 6.86694e-32 2.88625e-08 0 2.26568e-08 5.19158e-08 3.28407e-08 5.82841e-08 3.31843e-08 2.55634e-08 -------------------------------------------------------------- Initialization seed trial #766 of 1000; initialization seed = 493577991 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 716439 Distortion: 0.000308295 Distortions/cluster: 1.08283e-34 4.18667e-06 2.37044e-35 3.3766e-06 3.69055e-06 5.04201e-06 1.43989e-05 4.81569e-35 2.30502e-06 4.96191e-06 1.77824e-05 2.18511e-05 0 3.07816e-06 9.76051e-06 3.28529e-05 2.99436e-06 3.05328e-06 9.09378e-06 8.84283e-06 5.19394e-06 4.06008e-06 4.35836e-06 4.63295e-06 6.54277e-06 2.27121e-05 1.27749e-35 7.5143e-06 9.64317e-35 4.86573e-06 5.12182e-06 4.35604e-05 4.82734e-06 3.41255e-06 1.9325e-05 9.85554e-06 7.58355e-06 7.45764e-06 Variance: 5.24133e-08 Variances/cluster: 0 2.22676e-08 0 2.74496e-08 2.5805e-08 2.94829e-08 5.80413e-08 2.67973e-31 2.17433e-08 2.42023e-08 4.30427e-08 5.601e-08 0 2.01163e-08 3.22096e-08 3.12848e-07 3.15168e-08 2.16519e-08 4.28917e-08 5.05266e-08 2.16395e-08 3.0072e-08 5.81067e-08 4.0283e-08 4.39078e-08 5.82176e-08 0 3.36933e-08 6.86694e-32 2.49503e-08 2.54794e-08 2.7222e-06 4.46937e-08 2.89165e-08 6.57107e-08 2.18977e-07 2.79812e-08 5.48306e-08 -------------------------------------------------------------- Initialization seed trial #767 of 1000; initialization seed = 493577992 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 717213 Distortion: 0.000304921 Distortions/cluster: 1.27582e-05 4.81569e-35 9.88774e-06 5.45707e-06 5.66548e-06 5.78101e-06 1.14876e-05 6.21446e-06 7.25003e-06 0 1.01681e-05 1.23484e-05 9.64317e-35 6.86426e-06 8.06386e-06 8.68112e-06 9.27848e-06 5.87192e-06 7.93726e-06 6.00859e-06 6.37644e-06 4.35604e-05 5.76784e-06 2.37044e-35 0 1.27749e-35 1.37044e-05 0 6.85147e-06 7.70383e-06 3.28529e-05 1.15067e-05 7.27815e-06 1.86024e-05 4.96731e-06 1.08283e-34 6.02562e-06 0 Variance: 5.18397e-08 Variances/cluster: 3.87661e-08 2.67973e-31 3.2416e-08 2.37237e-08 2.76333e-08 2.55775e-08 4.14676e-08 3.47143e-08 4.86423e-08 0 5.18741e-08 4.60724e-08 6.86694e-32 2.95847e-08 2.86945e-08 5.90502e-08 5.15305e-08 2.98032e-08 5.39788e-08 4.05953e-08 4.45759e-08 2.7222e-06 2.78611e-08 0 0 0 4.6128e-08 0 2.92772e-08 4.78344e-08 3.12848e-07 2.50105e-07 2.85393e-08 5.70438e-08 3.57329e-08 0 2.31734e-08 0 -------------------------------------------------------------- Initialization seed trial #768 of 1000; initialization seed = 493577993 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 718683 Distortion: 0.000291535 Distortions/cluster: 6.34641e-06 1.05099e-05 6.78196e-06 6.5679e-06 9.70013e-06 8.38053e-06 6.95626e-06 4.81569e-35 0 8.13438e-06 4.88826e-06 7.92634e-06 9.64317e-35 5.76123e-06 5.95991e-06 7.75676e-06 1.12129e-05 8.29889e-06 1.00721e-05 6.69076e-06 5.60736e-06 1.27749e-35 1.08283e-34 5.82267e-06 5.1329e-06 9.30128e-06 6.92051e-06 4.35604e-05 7.18255e-06 5.15482e-06 5.85933e-06 2.37044e-35 7.54197e-06 6.86682e-06 3.14299e-05 7.9498e-06 5.42426e-06 5.83568e-06 Variance: 4.95639e-08 Variances/cluster: 3.54516e-08 5.36046e-08 2.93566e-08 2.59578e-08 4.31081e-08 4.6032e-08 2.36587e-08 2.67973e-31 0 3.6795e-08 2.48106e-08 5.74323e-08 6.86694e-32 3.016e-08 2.90702e-08 5.23949e-08 3.69942e-08 3.34604e-08 3.2176e-08 4.81195e-08 3.89368e-08 0 0 2.54243e-08 4.46311e-08 4.386e-08 3.78136e-08 2.7222e-06 2.83871e-08 4.29428e-08 4.47239e-08 0 2.28524e-07 3.67088e-08 3.11154e-07 3.48645e-08 2.39984e-08 1.42286e-07 -------------------------------------------------------------- Initialization seed trial #769 of 1000; initialization seed = 493577994 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 716994 Distortion: 0.00030515 Distortions/cluster: 6.22079e-06 3.52993e-06 4.68078e-06 4.5487e-06 5.10504e-06 5.68316e-06 2.38123e-05 4.35604e-05 1.13775e-05 1.08283e-34 5.72534e-06 1.14118e-05 5.42395e-06 3.03051e-06 8.68124e-06 4.69266e-06 5.10551e-06 9.72935e-06 4.31547e-06 5.41762e-06 0 3.28529e-05 5.24188e-06 1.19327e-05 6.54604e-06 9.64317e-35 5.9928e-06 2.37044e-35 9.85554e-06 4.81569e-35 1.27749e-35 2.06984e-05 1.38857e-05 0 7.86337e-06 7.27769e-06 5.78498e-06 5.16635e-06 Variance: 5.18787e-08 Variances/cluster: 3.34422e-08 3.46041e-08 3.77452e-08 2.48541e-08 2.50218e-08 2.31003e-08 5.5618e-08 2.7222e-06 5.44204e-08 0 3.2713e-08 3.34626e-08 2.90017e-08 3.74108e-08 5.13644e-08 3.0668e-08 2.53983e-08 5.34408e-08 3.06036e-08 2.49639e-08 0 3.12848e-07 2.36094e-08 5.14173e-08 5.54701e-08 6.86694e-32 2.52839e-08 0 2.18977e-07 2.67973e-31 0 4.61868e-08 5.907e-08 0 3.22241e-08 4.35755e-08 6.35653e-08 2.6628e-08 -------------------------------------------------------------- Initialization seed trial #770 of 1000; initialization seed = 493577995 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 600554 Distortion: 0.00419131 Distortions/cluster: 8.17476e-06 5.35687e-06 6.0894e-06 2.45348e-05 4.12962e-06 1.59192e-05 6.80797e-06 5.5021e-06 9.72935e-06 5.79771e-06 4.76392e-06 5.83104e-06 1.19327e-05 4.66223e-06 6.85299e-06 6.6098e-06 7.58938e-06 9.64317e-35 5.09519e-06 6.1523e-06 2.37044e-35 9.30359e-06 0.00391362 1.13775e-05 4.44091e-06 4.27806e-06 0 3.5364e-06 6.30101e-06 1.01485e-05 2.06984e-05 4.81569e-35 4.85712e-06 2.34112e-05 5.79935e-06 1.38857e-05 0 8.11667e-06 Variance: 7.12565e-07 Variances/cluster: 4.95401e-08 3.13236e-08 2.55835e-08 2.72576e-06 2.86754e-08 7.5794e-07 2.33129e-08 4.50959e-08 5.34408e-08 3.35096e-08 3.05353e-08 2.66226e-08 5.14173e-08 2.23047e-08 2.9793e-08 5.55397e-08 4.03657e-08 6.86694e-32 2.56018e-08 4.21353e-08 0 2.21478e-07 0.00391989 5.44204e-08 2.94066e-08 3.34194e-08 0 3.88585e-08 2.93044e-08 1.0795e-07 4.61868e-08 2.67973e-31 2.58331e-08 5.48091e-08 2.77456e-08 5.907e-08 0 3.52868e-08 -------------------------------------------------------------- Initialization seed trial #771 of 1000; initialization seed = 493577996 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 716958 Distortion: 0.000309567 Distortions/cluster: 9.65906e-06 9.12502e-06 3.14299e-05 9.2446e-06 1.08283e-34 1.08097e-05 9.64317e-35 1.31251e-05 1.57759e-05 8.61209e-06 8.11085e-06 6.54214e-06 1.59795e-05 7.31709e-06 5.63446e-06 1.27749e-35 1.03091e-05 5.14376e-06 4.77151e-06 4.25711e-06 6.08935e-06 2.37044e-35 8.97491e-06 0 4.35604e-05 0 1.19606e-05 9.66205e-06 1.15687e-05 7.88476e-06 3.38615e-06 0 0 0 8.93659e-06 4.81569e-35 1.73823e-05 4.31395e-06 Variance: 5.26295e-08 Variances/cluster: 2.74373e-08 6.70904e-08 3.11154e-07 3.20965e-08 0 1.96488e-07 6.86694e-32 5.0272e-08 4.00275e-08 3.48637e-08 4.11685e-08 3.42488e-08 4.41277e-08 3.14002e-08 2.36721e-08 0 4.86124e-08 2.54619e-08 2.68039e-08 5.52824e-08 3.25605e-08 0 5.75262e-08 0 2.7222e-06 0 3.26761e-08 3.0477e-08 5.50715e-08 2.836e-08 3.68031e-08 0 0 0 5.55026e-08 2.67973e-31 6.34191e-08 4.10817e-08 -------------------------------------------------------------- Initialization seed trial #772 of 1000; initialization seed = 493577997 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 600096 Distortion: 0.00420546 Distortions/cluster: 5.16831e-06 5.46792e-06 5.15076e-06 5.83568e-06 8.88001e-06 5.51089e-06 6.11905e-06 4.35604e-05 3.41061e-06 5.11331e-06 5.13232e-06 1.44484e-05 5.63554e-06 9.64317e-35 5.52307e-06 5.89305e-06 4.18428e-06 6.78756e-06 8.93726e-06 5.31167e-06 4.59499e-06 9.70304e-06 8.84787e-06 9.27872e-06 5.17568e-06 0 8.32275e-06 1.04779e-05 3.04412e-06 4.81569e-35 5.95949e-06 5.19959e-06 3.14299e-05 1.53139e-05 1.15174e-05 0.00391362 6.90335e-06 2.37044e-35 Variance: 7.14971e-07 Variances/cluster: 2.53318e-08 2.95528e-08 3.02959e-08 1.42286e-07 5.3802e-08 3.29963e-08 2.92752e-08 2.7222e-06 3.87536e-08 1.7043e-07 2.60498e-08 3.86195e-08 3.35416e-08 6.86694e-32 2.52173e-08 2.44504e-08 5.50516e-08 3.77054e-08 5.1944e-08 3.82104e-08 3.10445e-08 4.77828e-08 5.1139e-08 5.12597e-08 2.28992e-08 0 4.09955e-08 5.29018e-08 3.62367e-08 2.67973e-31 2.38358e-08 2.33139e-08 3.11154e-07 4.27622e-08 4.79739e-08 0.00391989 2.73919e-08 0 -------------------------------------------------------------- Initialization seed trial #773 of 1000; initialization seed = 493577998 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 600846 Distortion: 0.00418649 Distortions/cluster: 6.07534e-06 2.45348e-05 8.55834e-06 7.9913e-06 5.81458e-06 1.59192e-05 9.64317e-35 8.02099e-06 5.9007e-06 5.57069e-06 6.44159e-06 4.81569e-35 7.96908e-06 8.63777e-06 7.60285e-06 6.87772e-06 1.23951e-05 6.12398e-06 1.0446e-05 9.57023e-06 9.28762e-06 0 7.50286e-06 5.584e-06 1.12586e-05 6.07221e-06 0.00391362 6.82116e-06 8.09646e-06 1.1658e-05 2.37044e-35 0 1.14194e-05 7.05716e-06 5.47377e-06 4.96782e-06 0 1.32205e-05 Variance: 7.11746e-07 Variances/cluster: 2.5102e-08 2.72576e-06 6.48307e-08 2.84364e-08 2.66698e-08 7.5794e-07 6.86694e-32 5.72879e-08 3.33339e-08 2.99464e-08 6.19178e-08 2.67973e-31 3.29272e-08 5.29758e-08 4.41883e-08 4.87636e-08 3.49043e-08 5.51676e-08 3.10866e-08 3.5574e-08 2.65337e-08 0 4.87042e-08 2.53788e-08 4.43217e-08 4.56518e-08 0.00391989 3.55236e-08 4.52169e-08 3.11684e-08 0 0 1.16513e-07 4.83324e-08 1.36802e-07 4.28119e-08 0 4.02933e-08 -------------------------------------------------------------- Initialization seed trial #774 of 1000; initialization seed = 493577999 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 718200 Distortion: 0.000298737 Distortions/cluster: 9.5896e-06 5.93942e-06 1.44484e-05 9.58475e-06 3.85376e-06 1.15174e-05 6.33364e-06 4.97358e-06 8.07174e-06 0 5.85933e-06 1.08283e-34 1.27749e-35 4.81569e-35 4.35604e-05 7.11079e-06 6.05454e-06 9.64317e-35 7.46141e-06 1.53139e-05 9.04831e-06 3.14299e-05 1.09481e-05 5.83568e-06 5.09908e-06 9.0924e-06 7.71997e-06 8.51615e-06 1.02736e-05 2.37044e-35 5.55873e-06 5.66582e-06 8.79473e-06 1.13988e-05 4.57009e-06 0 0 5.11331e-06 Variance: 5.07884e-08 Variances/cluster: 4.29991e-08 2.40435e-08 3.86195e-08 4.767e-08 3.66992e-08 4.79739e-08 6.03148e-08 2.51161e-08 5.80651e-08 0 4.47239e-08 0 0 2.67973e-31 2.7222e-06 2.34659e-08 3.0731e-08 6.86694e-32 2.83679e-08 4.27622e-08 5.1985e-08 3.11154e-07 3.26779e-08 1.42286e-07 4.39548e-08 5.41052e-08 3.17667e-08 3.09651e-08 5.26681e-08 0 3.85992e-08 3.16489e-08 3.20948e-08 3.21969e-08 2.94817e-08 0 0 1.7043e-07 -------------------------------------------------------------- Initialization seed trial #775 of 1000; initialization seed = 493578000 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 68 BIC score: 600764 Distortion: 0.00419022 Distortions/cluster: 5.16144e-06 5.55985e-06 5.07864e-06 5.36834e-06 4.56695e-06 3.48098e-06 6.06818e-06 4.33793e-06 1.17543e-05 2.22294e-05 4.72846e-06 8.66831e-06 2.21344e-05 3.44721e-06 2.11933e-05 8.16464e-06 6.32132e-06 5.56101e-06 5.62091e-06 3.05645e-06 6.09409e-06 8.83791e-06 7.229e-06 0 9.64317e-35 1.18445e-05 5.26857e-06 2.37044e-35 6.7199e-06 9.4407e-06 1.59192e-05 2.45348e-05 0.00391362 6.97018e-06 0 6.10909e-06 4.81569e-35 5.12832e-06 Variance: 7.1238e-07 Variances/cluster: 3.12787e-08 2.75216e-08 2.51388e-08 2.91723e-08 1.69132e-07 3.13574e-08 2.51769e-08 3.77178e-08 5.5427e-08 6.61382e-08 2.61215e-08 9.63048e-08 4.48826e-08 3.41277e-08 4.8371e-08 5.83138e-08 2.93989e-08 3.12389e-08 3.26765e-08 2.70457e-08 3.04678e-08 4.41859e-08 4.43463e-08 0 6.86694e-32 5.12585e-08 2.35178e-08 0 2.82325e-08 5.15846e-08 7.5794e-07 2.72576e-06 0.00391989 2.41162e-08 0 1.45406e-07 2.67973e-31 3.08908e-08 -------------------------------------------------------------- Initialization seed trial #776 of 1000; initialization seed = 493578001 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 66 BIC score: 504775 Distortion: 0.0361761 Distortions/cluster: 3.22895e-06 5.53456e-06 4.08677e-06 7.35816e-06 6.68461e-06 9.45228e-06 6.20668e-06 2.85499e-06 6.25546e-06 0.0356196 6.94925e-06 9.01215e-06 8.1285e-06 5.64753e-06 5.46766e-06 3.03758e-06 8.94776e-06 6.34861e-06 1.08283e-34 2.37044e-35 8.89e-06 1.1046e-05 6.14867e-06 0 1.3091e-05 8.4698e-06 1.27749e-35 0.000300791 6.35525e-06 5.54264e-06 3.62968e-05 1.19722e-05 0 1.24461e-05 9.63383e-06 6.11042e-06 6.45831e-06 8.06716e-06 Variance: 6.1503e-06 Variances/cluster: 2.44594e-08 2.52697e-08 2.91878e-08 4.83933e-08 2.77346e-08 3.16099e-08 4.27907e-08 1.0977e-07 6.72568e-08 0.035575 4.57052e-08 8.42196e-08 3.51852e-08 2.33342e-08 2.74733e-08 1.21463e-07 4.88791e-08 2.21186e-08 0 0 3.02355e-08 3.4834e-08 3.15287e-08 0 4.26276e-08 5.84074e-08 0 1.87971e-05 2.9016e-08 5.329e-08 3.36047e-07 4.5518e-08 0 4.47557e-08 5.12398e-08 3.14943e-08 3.0036e-08 4.82908e-08 -------------------------------------------------------------- Initialization seed trial #777 of 1000; initialization seed = 493578002 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 597703 Distortion: 0.0044721 Distortions/cluster: 6.91091e-06 9.52445e-06 0.00391362 7.7637e-06 0.000296364 6.59749e-06 4.65781e-06 8.21565e-06 4.50539e-06 7.07023e-06 9.98858e-06 8.50862e-06 4.35604e-05 7.21099e-06 5.58903e-06 0 8.44972e-06 5.11331e-06 6.44651e-06 7.93248e-06 1.24544e-05 9.64317e-35 2.37044e-35 7.31515e-06 0 5.07589e-06 8.59619e-06 1.07579e-05 9.42395e-06 6.11115e-06 4.58229e-06 7.38894e-06 7.73801e-06 8.25735e-06 3.89691e-06 5.1634e-06 7.30565e-06 0 Variance: 7.60302e-07 Variances/cluster: 6.84021e-08 4.1588e-08 0.00391989 2.46445e-08 2.99326e-06 3.43587e-08 4.27296e-08 3.3394e-08 5.92766e-08 2.93345e-08 5.25546e-08 2.90371e-08 2.7222e-06 3.05515e-08 4.43536e-08 0 4.61585e-08 1.7043e-07 4.77365e-08 3.4042e-08 3.33869e-08 6.86694e-32 0 2.77065e-08 0 4.22852e-08 4.27535e-08 3.25965e-08 2.74719e-08 3.08543e-08 1.23805e-07 3.60319e-08 5.19174e-08 5.39647e-08 4.18986e-08 3.79631e-08 3.16157e-08 0 -------------------------------------------------------------- Initialization seed trial #778 of 1000; initialization seed = 493578003 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 81 BIC score: 600357 Distortion: 0.0042212 Distortions/cluster: 7.42399e-06 1.54233e-05 5.97129e-06 4.96945e-06 9.46952e-06 9.64317e-35 6.12398e-06 7.39635e-06 5.54114e-06 8.34912e-06 6.67827e-06 6.54426e-06 1.06953e-05 1.14206e-05 4.81569e-35 8.58242e-06 8.02099e-06 4.35604e-05 6.15497e-06 2.37044e-35 4.59504e-06 7.32866e-06 0 1.32694e-05 8.66626e-06 0 0 2.08492e-05 6.44865e-06 0.00391362 5.21764e-06 9.5678e-06 6.39881e-06 5.33553e-06 5.99574e-06 5.76921e-06 3.58104e-05 0 Variance: 7.17647e-07 Variances/cluster: 3.37421e-08 4.18974e-08 2.59598e-08 5.17495e-08 4.46532e-08 6.86694e-32 5.51676e-08 3.36168e-08 2.49579e-08 2.63349e-08 3.32223e-08 4.36143e-08 7.74784e-08 4.46079e-08 2.67973e-31 4.93085e-08 5.72879e-08 2.7222e-06 4.59287e-08 0 2.75128e-08 3.0032e-08 0 4.8424e-08 2.95752e-08 0 0 5.87107e-08 2.76742e-08 0.00391989 4.27535e-08 8.03952e-08 3.38527e-08 2.31959e-08 2.86853e-08 4.40253e-08 3.16869e-07 0 -------------------------------------------------------------- Initialization seed trial #779 of 1000; initialization seed = 493578004 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 506295 Distortion: 0.0359398 Distortions/cluster: 1.08283e-34 5.98815e-06 4.92307e-06 4.81569e-35 0.0356196 6.43667e-06 7.13859e-06 8.99831e-06 1.19125e-05 2.29852e-05 1.3204e-05 5.62044e-06 1.40155e-05 2.37044e-35 3.16692e-06 5.60273e-06 9.35417e-06 5.47111e-06 0 1.22184e-05 8.59117e-06 6.46634e-06 0 0 2.24491e-05 0 0 1.1382e-05 5.27262e-06 2.66419e-05 0 9.85554e-06 3.28529e-05 4.35604e-05 6.5547e-06 0 9.62675e-06 1.27749e-35 Variance: 6.11014e-06 Variances/cluster: 0 2.20133e-08 2.49872e-08 2.67973e-31 0.035575 2.96595e-08 3.55121e-08 3.35729e-08 5.56482e-08 6.77818e-08 5.36574e-08 2.72811e-08 4.79943e-08 0 3.47983e-08 3.09516e-08 5.16758e-08 2.37848e-08 0 3.60394e-08 5.84383e-08 2.58631e-08 0 0 4.96502e-08 0 0 5.47169e-08 2.86522e-08 5.50271e-08 0 2.18977e-07 3.12848e-07 2.7222e-06 3.29348e-08 0 2.97096e-08 0 -------------------------------------------------------------- Initialization seed trial #780 of 1000; initialization seed = 493578005 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 64 BIC score: 718475 Distortion: 0.000296055 Distortions/cluster: 7.40868e-06 6.0062e-06 4.35604e-05 1.08283e-34 1.30739e-05 7.50418e-06 6.82346e-06 3.1695e-05 5.25815e-06 8.48284e-06 3.52268e-06 3.75757e-06 1.27749e-35 5.27586e-06 0 9.64317e-35 7.13097e-06 5.40664e-06 8.59117e-06 1.08457e-05 6.76933e-06 1.37719e-05 8.6993e-06 4.81569e-35 5.28816e-06 7.20966e-06 8.63952e-06 1.42971e-05 5.9779e-06 8.05189e-06 4.45907e-06 7.19629e-06 2.37044e-35 9.8537e-06 1.15726e-05 0 4.88141e-06 5.04411e-06 Variance: 5.03324e-08 Variances/cluster: 2.315e-07 2.92889e-08 2.7222e-06 0 4.07249e-08 3.96919e-08 2.78484e-08 3.10701e-07 1.34779e-07 3.37852e-08 4.69548e-08 4.31774e-08 0 4.21931e-08 0 6.86694e-32 3.36337e-08 4.91364e-08 5.84383e-08 3.30627e-08 3.0767e-08 3.78318e-08 4.60128e-08 2.67973e-31 4.40536e-08 2.49447e-08 3.69178e-08 4.74949e-08 2.5654e-08 2.68373e-08 4.05237e-08 3.07498e-08 0 2.82308e-08 5.48424e-08 0 3.96732e-08 4.13319e-08 -------------------------------------------------------------- Initialization seed trial #781 of 1000; initialization seed = 493578006 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 500597 Distortion: 0.0398322 Distortions/cluster: 9.91672e-06 8.71221e-06 4.8588e-06 8.91436e-06 0 5.41139e-06 9.0587e-06 3.18633e-06 7.52343e-06 0.00391362 8.1446e-06 1.01871e-05 3.708e-06 5.84365e-06 9.02641e-06 5.215e-06 4.81569e-35 7.53051e-06 9.71693e-06 3.35567e-05 0.0356196 2.37044e-35 6.40067e-06 7.34691e-06 4.35604e-05 6.83385e-06 7.01493e-06 3.14891e-06 1.18801e-05 9.46163e-06 6.90351e-06 6.27237e-06 8.51423e-06 1.32974e-05 0 9.291e-06 0 8.54158e-06 Variance: 6.77187e-06 Variances/cluster: 4.67619e-08 3.7703e-08 2.42911e-08 2.98114e-08 0 2.41553e-08 4.1935e-08 3.70474e-08 3.35838e-08 0.00391989 2.41658e-08 5.30409e-08 4.11964e-08 3.02745e-08 5.18592e-08 3.32058e-08 2.67973e-31 3.06092e-08 5.11378e-08 3.13581e-07 0.035575 0 3.26532e-08 2.98557e-08 2.7222e-06 4.67917e-08 1.59382e-07 5.24773e-08 3.35566e-08 8.92536e-08 3.46876e-08 2.60241e-08 3.18857e-08 4.80006e-08 0 4.71473e-08 0 5.47373e-08 -------------------------------------------------------------- Initialization seed trial #782 of 1000; initialization seed = 493578007 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 715354 Distortion: 0.000327472 Distortions/cluster: 5.59607e-06 6.5748e-06 5.4138e-06 6.61184e-06 5.64998e-05 9.12693e-06 5.34423e-06 4.49717e-06 1.27749e-35 2.37044e-35 9.64317e-35 4.17429e-06 8.37875e-06 7.35972e-06 4.42391e-06 2.45348e-05 4.40638e-06 0 4.81569e-35 4.10944e-06 0 4.76785e-06 8.92949e-06 5.41324e-06 0 7.78199e-06 7.98683e-05 6.96758e-06 4.4955e-06 8.65015e-06 1.08283e-34 4.50152e-06 3.12224e-06 0 1.59192e-05 1.07336e-05 5.69044e-06 3.57877e-06 Variance: 5.56736e-08 Variances/cluster: 2.48693e-08 4.8698e-08 2.60256e-08 3.2729e-08 6.50707e-08 3.04205e-08 2.5815e-08 2.61432e-08 0 0 6.86694e-32 3.42124e-08 8.9129e-08 3.32988e-08 2.28017e-08 2.72576e-06 2.65421e-08 0 2.67973e-31 3.48218e-08 0 2.28107e-08 4.1919e-08 2.64029e-08 0 1.65523e-07 9.44888e-08 5.61853e-08 2.28172e-08 4.97097e-08 0 3.2855e-08 3.00189e-08 0 7.5794e-07 1.11797e-07 3.16108e-08 3.88967e-08 -------------------------------------------------------------- Initialization seed trial #783 of 1000; initialization seed = 493578008 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 722646 Distortion: 0.000269946 Distortions/cluster: 5.88295e-06 5.5155e-06 1.36081e-05 5.66222e-06 0 6.21573e-06 5.16555e-06 8.88714e-06 4.81569e-35 5.2021e-06 7.38274e-06 1.41231e-05 4.56695e-06 9.64317e-35 8.66831e-06 4.29674e-06 7.18926e-06 4.24775e-06 9.7057e-06 9.12382e-06 1.27749e-35 3.01554e-06 9.57984e-06 3.97538e-06 1.30065e-05 8.82942e-06 5.05334e-06 1.47715e-05 2.37044e-35 8.55381e-06 1.17624e-05 1.59192e-05 7.00626e-06 1.08283e-34 5.76847e-06 7.63491e-06 5.09099e-06 2.45348e-05 Variance: 4.58936e-08 Variances/cluster: 5.4467e-08 1.37842e-07 3.52512e-08 4.01541e-08 0 3.27036e-08 3.33234e-08 5.35208e-08 2.67973e-31 2.60082e-08 4.76152e-08 4.90229e-08 1.69132e-07 6.86694e-32 9.63048e-08 4.29637e-08 3.20921e-08 4.20544e-08 2.71837e-08 4.34324e-08 0 3.72259e-08 5.12126e-08 2.83929e-08 3.77974e-08 2.98265e-08 5.00286e-08 3.64697e-08 0 5.05979e-08 3.26701e-08 7.5794e-07 3.15561e-08 0 3.60495e-08 2.46266e-08 3.66228e-08 2.72576e-06 -------------------------------------------------------------- Initialization seed trial #784 of 1000; initialization seed = 493578009 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 500177 Distortion: 0.0398008 Distortions/cluster: 4.58436e-06 6.59861e-06 0.00391362 9.41717e-06 9.28593e-06 6.2008e-06 1.24288e-05 1.21443e-05 5.03406e-06 1.59192e-05 5.88835e-06 1.03362e-05 5.60044e-06 9.33468e-06 6.76717e-06 7.90373e-06 8.55381e-06 5.4292e-06 5.37401e-06 1.11723e-05 8.32212e-06 7.26177e-06 7.38274e-06 2.37044e-35 6.3587e-06 7.63291e-06 4.99997e-06 4.82415e-06 5.75403e-06 4.23546e-06 5.39189e-06 2.45348e-05 7.93106e-06 5.62351e-06 5.99737e-06 3.37927e-06 0.0356196 4.81569e-35 Variance: 6.76654e-06 Variances/cluster: 2.97659e-08 5.49836e-08 0.00391989 5.11638e-08 2.66042e-08 2.9525e-08 4.83455e-08 1.2143e-07 2.72084e-08 7.5794e-07 3.44318e-08 4.92038e-08 4.40941e-08 3.17402e-08 2.49689e-08 2.88432e-08 5.05979e-08 5.37511e-08 3.00198e-08 4.03203e-08 5.07293e-08 2.46977e-08 4.76152e-08 0 3.04208e-08 3.95455e-08 2.63133e-08 2.85426e-08 1.43806e-07 3.92137e-08 5.2857e-08 2.72576e-06 6.89603e-08 3.1768e-08 2.81542e-08 3.79663e-08 0.035575 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #785 of 1000; initialization seed = 493578010 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 600467 Distortion: 0.00418504 Distortions/cluster: 5.44516e-06 7.4211e-06 5.54613e-06 0 3.53473e-06 8.31048e-06 1.70138e-05 7.13317e-06 5.80048e-06 2.45348e-05 4.98162e-06 6.81905e-06 6.97583e-06 5.81459e-06 1.07336e-05 6.54113e-06 9.64317e-35 5.29576e-06 1.7055e-05 7.13813e-06 5.40087e-06 4.81569e-35 5.84423e-06 7.50867e-06 1.59192e-05 2.37044e-35 9.54082e-06 6.53855e-06 7.15532e-06 7.27376e-06 5.36141e-06 0.00391362 7.11924e-06 3.12823e-06 6.45356e-06 1.31893e-05 4.92985e-06 9.9592e-06 Variance: 7.11499e-07 Variances/cluster: 5.44469e-08 3.72889e-08 5.38426e-08 0 3.72045e-08 7.1024e-08 4.12822e-08 3.31746e-08 3.49394e-08 2.72576e-06 2.50303e-08 2.37577e-08 3.36967e-08 3.44025e-08 1.11797e-07 6.3487e-08 6.86694e-32 2.37451e-08 4.4284e-08 1.58576e-07 3.10368e-08 2.67973e-31 2.9814e-08 4.66225e-08 7.5794e-07 0 5.18358e-08 2.58418e-08 4.38936e-08 3.03047e-08 2.61506e-08 0.00391989 2.89375e-08 3.76866e-08 2.61255e-08 5.11054e-08 4.36233e-08 4.80965e-08 -------------------------------------------------------------- Initialization seed trial #786 of 1000; initialization seed = 493578011 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 600105 Distortion: 0.00420995 Distortions/cluster: 4.81569e-35 1.12507e-05 9.64317e-35 8.38591e-06 7.70981e-06 8.19559e-06 2.37044e-35 6.83163e-06 6.7696e-06 6.81991e-06 5.47524e-06 4.50487e-06 9.37081e-06 0 1.04645e-05 0 6.15709e-06 7.17031e-06 1.202e-05 4.35604e-05 6.07238e-06 8.30557e-06 8.21426e-06 6.00679e-06 5.69689e-06 5.70158e-06 6.95632e-06 8.70316e-06 4.70005e-06 6.61739e-06 4.86166e-06 9.52141e-06 4.96782e-06 0.00391362 5.68977e-06 9.18574e-06 3.30819e-05 7.35854e-06 Variance: 7.15734e-07 Variances/cluster: 2.67973e-31 4.49992e-08 6.86694e-32 5.86378e-08 3.32289e-08 5.25193e-08 0 2.95715e-08 3.33369e-08 3.20078e-08 4.1782e-08 3.41248e-08 4.18201e-08 0 3.22946e-08 0 1.46551e-07 4.37073e-08 3.31101e-08 2.7222e-06 2.83731e-08 3.26962e-08 8.46754e-08 2.97331e-08 2.73866e-08 2.38533e-08 2.80472e-08 8.79046e-08 2.95575e-08 4.72519e-08 2.68569e-08 5.11864e-08 4.28119e-08 0.00391989 2.30335e-08 4.15512e-08 3.12061e-07 5.21726e-08 -------------------------------------------------------------- Initialization seed trial #787 of 1000; initialization seed = 493578012 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 688939 Distortion: 0.00057878 Distortions/cluster: 3.88046e-06 1.27749e-35 5.19508e-06 4.77531e-05 4.01345e-06 5.6392e-06 4.80076e-06 2.37044e-35 4.31706e-06 8.02379e-06 3.40226e-05 4.52366e-06 7.32073e-06 4.98203e-06 6.44748e-06 4.19367e-06 7.00211e-06 5.512e-06 4.86639e-06 0 3.77725e-05 4.57563e-06 1.08283e-34 5.11331e-06 4.23402e-06 5.26823e-06 2.82615e-05 4.21832e-06 4.18361e-06 3.71084e-06 4.77096e-06 3.14093e-06 3.05898e-06 9.64317e-35 6.13371e-06 4.98663e-06 0.000296857 0 Variance: 9.83985e-08 Variances/cluster: 2.39513e-08 0 2.8859e-08 8.4943e-08 2.18103e-08 2.495e-08 3.05755e-08 0 2.22509e-08 5.01449e-08 6.05191e-08 2.52693e-08 5.42227e-08 3.32104e-08 5.55768e-08 2.25447e-08 4.29543e-08 3.1675e-08 2.52114e-08 0 3.66684e-07 2.85952e-08 0 1.7043e-07 3.06786e-08 3.11702e-08 4.79665e-08 2.94963e-08 4.22553e-08 2.68878e-08 2.26086e-08 2.85514e-08 3.73018e-08 6.86694e-32 1.45992e-07 2.91581e-08 1.9788e-05 0 -------------------------------------------------------------- Initialization seed trial #788 of 1000; initialization seed = 493578013 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 720804 Distortion: 0.000282342 Distortions/cluster: 7.36871e-06 8.61535e-06 7.27684e-06 2.37044e-35 5.98728e-06 9.92323e-06 1.59192e-05 6.15256e-06 1.27749e-35 6.17365e-06 1.08145e-05 2.45348e-05 6.31518e-06 6.76915e-06 1.04392e-05 8.90537e-06 1.30835e-05 9.44442e-06 1.08692e-05 5.6152e-06 0 1.16229e-05 7.08774e-06 7.402e-06 5.73902e-06 9.85199e-06 1.90183e-05 5.34966e-06 1.08283e-34 1.46884e-05 4.68443e-06 9.64317e-35 0 4.81569e-35 0 5.26486e-06 1.7425e-05 0 Variance: 4.8001e-08 Variances/cluster: 3.34912e-08 5.90043e-08 2.88738e-08 0 3.32594e-08 8.48076e-08 7.5794e-07 2.33031e-08 0 1.46945e-07 1.1264e-07 2.72576e-06 3.82705e-08 5.12769e-08 4.51766e-08 3.01851e-08 5.66203e-08 5.07726e-08 3.31269e-08 2.98646e-08 0 4.52216e-08 3.35882e-08 3.28947e-08 2.74567e-08 2.97617e-08 6.53345e-08 2.36684e-08 0 4.46312e-08 2.3898e-08 6.86694e-32 0 2.67973e-31 0 2.56792e-08 5.76804e-08 0 -------------------------------------------------------------- Initialization seed trial #789 of 1000; initialization seed = 493578014 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 689592 Distortion: 0.000561547 Distortions/cluster: 9.53222e-06 7.31659e-06 4.65248e-06 3.66401e-06 1.08283e-34 9.5805e-06 6.40781e-06 6.92482e-06 6.82671e-06 7.27763e-06 8.42637e-06 5.76527e-06 1.03352e-05 5.76297e-06 4.26691e-06 9.64317e-35 9.99767e-06 4.35604e-05 7.04937e-06 0.000298271 3.61974e-06 4.17238e-06 7.34074e-06 6.71821e-06 7.754e-06 9.19922e-06 8.4322e-06 1.14843e-05 5.2321e-06 1.08197e-05 6.07487e-06 5.01972e-06 1.27749e-35 0 8.18466e-06 2.37044e-35 6.38854e-06 5.48934e-06 Variance: 9.54688e-08 Variances/cluster: 2.83672e-08 4.78055e-08 2.38568e-08 4.88387e-08 0 2.7527e-08 2.76175e-08 4.43754e-08 2.68745e-08 4.4909e-08 5.07574e-08 1.44087e-07 3.20938e-08 4.3979e-08 3.06945e-08 6.86694e-32 4.64859e-08 2.7222e-06 3.06458e-08 2.84037e-06 3.97743e-08 3.13686e-08 4.42178e-08 2.34063e-08 3.40056e-08 8.06886e-08 8.60349e-08 3.61022e-08 4.28719e-08 3.48908e-08 3.97015e-08 3.23826e-08 0 0 3.32681e-08 0 5.55477e-08 7.72888e-08 -------------------------------------------------------------- Initialization seed trial #790 of 1000; initialization seed = 493578015 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 504867 Distortion: 0.036156 Distortions/cluster: 0.000275508 2.45348e-05 6.71013e-06 8.97802e-06 1.01084e-05 7.9989e-06 8.43566e-06 6.7484e-06 7.88948e-06 7.57969e-06 9.26353e-06 8.66871e-06 6.29952e-06 7.28679e-06 2.37044e-35 7.10428e-06 1.08283e-34 1.12399e-05 7.52798e-06 6.56802e-06 1.42826e-05 8.32303e-06 1.24226e-05 6.74298e-06 6.97934e-06 5.90023e-06 7.32976e-06 0 6.04707e-06 1.74031e-06 7.58107e-06 1.27749e-35 0.0356196 7.4319e-06 8.26612e-06 0 5.98583e-06 8.93351e-06 Variance: 6.14688e-06 Variances/cluster: 2.89981e-06 2.72576e-06 2.94278e-08 2.67172e-08 8.21757e-08 3.26457e-08 5.8576e-08 1.5689e-07 2.79744e-08 4.35576e-08 5.03414e-08 4.6591e-08 3.48006e-08 3.07433e-08 0 3.39888e-08 0 4.47769e-08 2.91757e-08 3.58792e-08 7.14025e-07 4.92328e-08 4.8134e-08 3.33703e-08 3.03414e-08 4.99854e-08 2.42686e-08 0 2.89304e-08 2.48524e-07 3.36905e-08 0 0.035575 4.7625e-08 3.08336e-08 0 3.2007e-08 5.44562e-08 -------------------------------------------------------------- Initialization seed trial #791 of 1000; initialization seed = 493578016 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 721812 Distortion: 0.000275748 Distortions/cluster: 7.26624e-06 1.30575e-05 7.35894e-06 5.40715e-06 6.87947e-06 7.44607e-06 9.64317e-35 8.43566e-06 9.69752e-06 5.83568e-06 2.45348e-05 1.15687e-05 1.59192e-05 4.81569e-35 1.77311e-05 6.16329e-06 6.71312e-06 1.20466e-05 3.68457e-06 2.37044e-35 4.12137e-06 1.08283e-34 7.56654e-06 1.02712e-05 1.57317e-05 1.02861e-05 1.53626e-05 0 6.62878e-06 4.56695e-06 1.27749e-35 8.39942e-06 3.79505e-06 4.57713e-06 0 6.90112e-06 0 7.79385e-06 Variance: 4.68799e-08 Variances/cluster: 2.44633e-08 5.02051e-08 2.69535e-08 2.68986e-08 2.92717e-08 3.43107e-08 6.86694e-32 5.8576e-08 5.13057e-08 1.42286e-07 2.72576e-06 5.50715e-08 7.5794e-07 2.67973e-31 6.42232e-08 3.29556e-08 4.38731e-08 3.47133e-08 2.94731e-08 0 2.52815e-08 0 3.40804e-08 4.86631e-08 4.28517e-08 4.45249e-08 3.96839e-08 0 4.11689e-08 1.69132e-07 0 9.43662e-08 2.21906e-08 2.43438e-08 0 2.81654e-08 0 3.28826e-08 -------------------------------------------------------------- Initialization seed trial #792 of 1000; initialization seed = 493578017 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 597624 Distortion: 0.00447006 Distortions/cluster: 1.27077e-05 3.55643e-05 8.76194e-06 5.95935e-06 4.55268e-06 2.91069e-06 3.46496e-06 6.67815e-06 9.64317e-35 1.42027e-05 2.97142e-06 7.04408e-06 6.91466e-06 2.37044e-35 0 5.86942e-06 5.95473e-06 7.31745e-06 0.000300791 8.51554e-06 0.00391362 3.76732e-06 7.33184e-06 6.40187e-06 9.17403e-06 6.89341e-06 3.99542e-06 7.68142e-06 5.75111e-06 1.12261e-05 6.05075e-06 1.03929e-05 3.36602e-06 0 1.0258e-05 8.19133e-06 6.1352e-06 9.64366e-06 Variance: 7.59956e-07 Variances/cluster: 3.37942e-08 3.35473e-07 2.08587e-07 4.54762e-08 3.55649e-08 3.50656e-08 5.24947e-08 6.35955e-08 6.86694e-32 3.52393e-08 3.66813e-08 3.33813e-08 4.8003e-08 0 0 3.04087e-08 4.96073e-08 4.38029e-08 1.87971e-05 2.81016e-08 0.00391989 4.32988e-08 5.19833e-08 3.55622e-08 2.63591e-08 3.19102e-08 3.99517e-08 3.29567e-08 3.63964e-08 6.16617e-08 2.63054e-08 4.55676e-08 3.82469e-08 0 4.08556e-08 2.55159e-08 4.5097e-08 3.13076e-08 -------------------------------------------------------------- Initialization seed trial #793 of 1000; initialization seed = 493578018 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 500874 Distortion: 0.0398299 Distortions/cluster: 7.60266e-06 5.48323e-06 7.87424e-06 9.82395e-06 9.77148e-06 7.01099e-06 2.90035e-06 1.44708e-05 1.03983e-05 5.5155e-06 4.35604e-05 7.77698e-06 5.71859e-06 5.63784e-06 2.37044e-35 1.20606e-05 2.84217e-05 1.09209e-05 6.19086e-06 0.0356196 3.89064e-06 0 1.34494e-05 0.00391362 8.98147e-06 6.3628e-06 8.17892e-06 5.33442e-06 4.81569e-35 6.0275e-06 0 1.70034e-05 6.48888e-06 0 7.16526e-06 4.40865e-06 1.98602e-06 6.31419e-06 Variance: 6.77149e-06 Variances/cluster: 2.86868e-08 4.35139e-08 2.85274e-08 5.14177e-08 5.5503e-08 2.40906e-08 3.53673e-08 4.41039e-08 3.04018e-08 1.37842e-07 2.7222e-06 4.79906e-08 5.39457e-08 3.08051e-08 0 3.55655e-08 3.34335e-07 3.2694e-08 2.89259e-08 0.035575 1.11151e-07 0 4.76885e-08 0.00391989 5.1601e-08 3.14963e-08 6.29097e-08 3.11918e-08 2.67973e-31 2.88372e-08 0 4.98474e-08 3.34449e-08 0 3.85197e-08 4.27987e-08 5.09191e-08 2.41895e-08 -------------------------------------------------------------- Initialization seed trial #794 of 1000; initialization seed = 493578019 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 504577 Distortion: 0.0361799 Distortions/cluster: 1.11627e-05 7.60252e-06 8.24112e-06 6.48612e-06 3.59264e-06 6.59861e-06 4.67043e-05 9.50673e-06 5.87418e-06 8.42602e-06 5.80284e-06 3.8793e-06 3.49052e-06 3.9549e-06 0.0356196 7.86586e-06 6.82774e-06 7.75827e-06 4.98638e-06 4.59012e-06 7.71164e-06 4.71687e-06 7.64738e-06 1.27749e-35 6.98101e-06 1.08283e-34 6.63285e-06 9.98637e-06 8.99935e-06 2.37044e-35 6.70905e-06 1.13217e-05 1.37749e-05 0 4.87031e-06 5.77453e-06 0.000295704 6.12534e-06 Variance: 6.15094e-06 Variances/cluster: 3.44417e-08 1.65221e-07 2.55913e-08 2.92142e-08 4.85345e-08 5.49836e-08 2.74699e-06 5.49471e-08 4.4163e-08 3.55497e-08 4.29699e-08 2.20389e-08 3.83543e-08 3.01865e-08 0.035575 3.19723e-08 4.26596e-08 3.99877e-08 4.01996e-08 2.52175e-08 4.43057e-08 2.45645e-08 2.78063e-08 0 5.20815e-08 0 3.01467e-08 3.16996e-08 6.76589e-08 0 4.65756e-08 3.10157e-08 4.26328e-08 0 4.19716e-08 5.39642e-08 2.81593e-06 3.56091e-08 -------------------------------------------------------------- Initialization seed trial #795 of 1000; initialization seed = 493578020 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 82 BIC score: 718906 Distortion: 0.00029641 Distortions/cluster: 7.30256e-06 3.10001e-05 5.11686e-06 8.76857e-06 9.64317e-35 6.15528e-06 4.81021e-06 1.2284e-05 1.27749e-35 1.07955e-05 4.81569e-35 1.08283e-34 7.09199e-06 6.54006e-06 6.69428e-06 8.52918e-06 1.45448e-05 1.02059e-05 6.67565e-06 2.75265e-06 5.60044e-06 2.37044e-35 3.19378e-06 7.35189e-06 6.89515e-06 0 0 1.34805e-05 5.5379e-06 0 1.34583e-05 1.03945e-05 4.35604e-05 4.43671e-06 2.85499e-06 1.03569e-05 1.2361e-05 7.6603e-06 Variance: 5.03928e-08 Variances/cluster: 3.54455e-08 3.09968e-07 3.73463e-08 4.68757e-08 6.86694e-32 3.06205e-08 1.65857e-07 4.27871e-08 0 2.83321e-08 2.67973e-31 0 6.27551e-08 5.49537e-08 4.67981e-08 2.60802e-08 3.57336e-08 5.25908e-08 4.53991e-08 1.14655e-07 4.40941e-08 0 3.75709e-08 3.15495e-08 2.79132e-08 0 0 3.43861e-08 4.13141e-08 0 4.45498e-08 3.38473e-08 2.7222e-06 4.22518e-08 1.0977e-07 3.17667e-08 3.18554e-08 3.94827e-08 -------------------------------------------------------------- Initialization seed trial #796 of 1000; initialization seed = 493578021 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 89 BIC score: 689708 Distortion: 0.000566296 Distortions/cluster: 6.2844e-06 5.47832e-06 5.40894e-06 7.77115e-06 6.11521e-06 1.31631e-05 5.11331e-06 4.86849e-06 5.85033e-06 1.03963e-05 0.000296364 9.00688e-06 1.559e-05 6.14485e-06 5.75436e-06 6.7512e-06 6.34463e-06 2.37044e-35 1.76733e-05 7.97185e-06 9.27308e-06 9.64317e-35 3.46146e-06 1.14431e-05 6.5769e-06 0 4.35604e-05 0 5.15743e-06 0 5.30289e-06 1.08283e-34 5.46101e-06 1.27749e-35 9.99838e-06 1.54542e-05 8.5561e-06 0 Variance: 9.6276e-08 Variances/cluster: 1.49579e-07 2.42383e-08 3.12619e-08 3.19773e-08 3.32317e-08 5.02248e-08 1.7043e-07 2.50924e-08 2.39747e-08 4.87934e-08 2.99326e-06 5.1464e-08 3.97575e-08 3.04174e-08 2.36778e-08 5.57901e-08 3.98998e-08 0 6.42464e-08 2.8881e-08 4.31271e-08 6.86694e-32 3.76216e-08 5.49975e-08 2.98924e-08 0 2.7222e-06 0 3.03352e-08 0 3.81472e-08 0 2.29434e-08 0 3.21459e-08 4.27954e-08 5.28106e-08 0 -------------------------------------------------------------- Initialization seed trial #797 of 1000; initialization seed = 493578022 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 56 BIC score: 505359 Distortion: 0.0359159 Distortions/cluster: 6.53114e-06 5.96007e-06 1.27749e-35 9.82539e-06 6.13073e-06 9.07648e-06 9.23755e-06 5.77347e-06 6.59577e-06 4.35604e-05 1.09529e-05 6.62713e-06 5.11331e-06 1.43799e-05 6.83553e-06 6.95147e-06 7.78875e-06 9.62534e-06 4.81569e-35 1.02845e-05 1.04066e-05 7.67615e-06 3.14299e-05 9.91054e-06 5.79669e-06 9.21281e-06 6.9163e-06 1.08283e-34 0.0356196 8.50458e-06 2.37044e-35 7.47396e-06 7.5545e-06 3.41954e-06 6.79496e-06 0 0 0 Variance: 6.10607e-06 Variances/cluster: 3.33184e-08 2.36484e-08 0 5.17086e-08 2.91905e-08 4.70132e-08 5.24691e-08 3.90068e-08 3.02532e-08 2.7222e-06 4.11725e-08 3.11031e-08 1.7043e-07 4.74431e-08 3.33411e-08 2.80277e-08 2.65804e-08 5.46729e-08 2.67973e-31 5.29958e-08 3.23155e-08 2.85334e-08 3.11154e-07 4.25204e-08 2.55338e-08 4.22572e-08 5.57718e-08 0 0.035575 3.69732e-08 0 1.77892e-07 3.41722e-08 3.75745e-08 2.43525e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #798 of 1000; initialization seed = 493578023 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 597169 Distortion: 0.00448104 Distortions/cluster: 0.000300791 3.31122e-06 3.85802e-05 3.59791e-06 5.17799e-06 1.04816e-05 1.85751e-05 7.71227e-06 5.0734e-06 4.84288e-06 4.62499e-06 8.40807e-06 3.825e-06 3.41436e-06 9.64317e-35 2.27091e-05 2.37044e-35 3.9821e-06 1.14431e-05 3.77101e-06 0 1.53372e-05 0.00391362 7.98967e-06 0 4.95239e-06 8.23242e-06 9.39133e-06 3.91701e-06 1.80048e-05 5.20903e-06 5.14919e-06 3.5625e-06 5.5693e-06 5.76306e-06 4.11888e-06 6.60783e-06 3.28796e-06 Variance: 7.61822e-07 Variances/cluster: 1.87971e-05 2.00663e-08 3.38384e-07 2.83275e-08 2.50123e-08 4.87359e-08 6.47015e-08 3.35288e-08 2.26471e-08 2.60347e-08 2.67313e-08 5.06471e-08 2.48347e-08 3.79344e-08 6.86694e-32 5.94284e-08 0 2.61958e-08 5.49975e-08 2.19219e-08 0 3.97207e-08 0.00391989 9.86304e-08 0 2.46366e-08 4.26515e-08 4.9685e-08 3.08399e-08 6.66632e-08 3.11887e-08 3.2587e-08 2.94395e-08 2.66449e-08 6.00266e-08 2.31372e-08 5.50605e-08 2.78608e-08 -------------------------------------------------------------- Initialization seed trial #799 of 1000; initialization seed = 493578024 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 689456 Distortion: 0.000566153 Distortions/cluster: 1.34281e-05 1.54608e-05 0.000300791 3.09334e-06 8.92782e-06 1.08283e-34 5.97869e-06 5.21798e-06 6.75574e-06 3.98072e-06 4.29863e-06 1.79801e-05 4.64877e-06 1.4604e-05 4.09745e-06 5.68394e-06 8.64412e-06 4.16922e-06 0 1.62744e-05 3.36888e-06 9.64317e-35 3.03499e-06 5.63843e-06 2.37044e-35 5.4339e-06 1.30866e-05 1.27749e-35 1.33889e-05 0 5.24046e-06 1.10669e-05 1.24615e-05 4.21705e-06 3.55643e-05 5.69941e-06 3.91583e-06 0 Variance: 9.62517e-08 Variances/cluster: 3.80367e-08 3.97322e-08 1.87971e-05 3.51485e-08 5.91196e-08 0 4.49378e-08 2.44954e-08 5.11639e-08 2.47228e-08 2.21559e-08 4.89761e-08 2.81711e-08 2.56158e-07 3.01257e-08 3.48678e-08 4.59645e-08 2.27801e-08 0 6.20964e-08 2.83066e-08 6.86694e-32 2.5718e-08 2.77731e-08 0 2.53898e-08 5.86799e-08 0 4.64855e-08 0 2.72913e-08 3.91023e-08 5.00305e-08 2.21931e-08 3.35473e-07 3.29413e-08 2.23736e-08 0 -------------------------------------------------------------- Initialization seed trial #800 of 1000; initialization seed = 493578025 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 500846 Distortion: 0.0398324 Distortions/cluster: 6.55194e-06 6.32309e-06 6.16591e-06 6.3564e-06 9.18742e-06 2.37044e-35 0.0356196 4.35604e-05 1.01055e-05 1.29935e-05 8.91659e-06 2.94025e-05 1.12551e-05 1.08341e-05 1.4106e-05 5.1523e-06 4.87446e-06 3.84564e-06 0 8.51114e-06 6.26326e-06 1.21892e-05 6.56298e-06 1.09255e-05 6.56035e-06 4.81569e-35 0 1.12154e-05 1.03248e-05 5.76791e-06 5.80703e-06 7.37164e-06 0 6.50057e-06 6.16993e-06 5.39621e-06 0 0.00391362 Variance: 6.77191e-06 Variances/cluster: 3.19579e-08 4.18714e-08 1.58087e-07 2.7754e-08 3.36506e-08 0 0.035575 2.7222e-06 3.68781e-08 4.44836e-08 5.15245e-08 3.26658e-07 3.86737e-08 5.01422e-08 4.53422e-08 3.50466e-08 2.2565e-08 2.98077e-08 0 5.86925e-08 4.47229e-08 4.59933e-08 2.39504e-08 3.41312e-08 2.95486e-08 2.67973e-31 0 5.6639e-08 3.01869e-08 3.43293e-08 6.52278e-08 4.38645e-08 0 2.82606e-08 1.46855e-07 2.35615e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #801 of 1000; initialization seed = 493578026 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 56 BIC score: 600723 Distortion: 0.00421194 Distortions/cluster: 5.68581e-06 1.03828e-05 5.11331e-06 1.03971e-05 7.72054e-06 4.81569e-35 1.15589e-05 4.35604e-05 6.00031e-06 1.50581e-05 9.64317e-35 8.7466e-06 5.79452e-06 1.06119e-05 0 6.64145e-06 9.29895e-06 6.29337e-06 3.1695e-05 2.37044e-35 7.03942e-06 1.07172e-05 6.58551e-06 5.89479e-06 6.32355e-06 4.50437e-06 0 3.66294e-06 1.12153e-05 6.11251e-06 0.00391362 5.5155e-06 0 8.19481e-06 1.15745e-05 1.27476e-05 3.66954e-06 0 Variance: 7.16072e-07 Variances/cluster: 3.02401e-08 4.63363e-08 1.7043e-07 2.79468e-08 4.79494e-08 2.67973e-31 3.3795e-08 2.7222e-06 2.51032e-08 4.4405e-08 6.86694e-32 3.61396e-08 3.69047e-08 5.385e-08 0 5.53406e-08 4.76716e-08 3.04002e-08 3.10701e-07 0 4.18979e-08 5.76012e-08 2.99311e-08 3.18607e-08 2.58082e-08 4.2895e-08 0 3.81526e-08 3.33679e-08 2.66891e-08 0.00391989 1.37842e-07 0 3.27764e-08 3.11116e-08 5.4694e-08 4.16967e-08 0 -------------------------------------------------------------- Initialization seed trial #802 of 1000; initialization seed = 493578027 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 86 BIC score: 505410 Distortion: 0.0359157 Distortions/cluster: 4.81021e-06 1.14268e-05 4.35604e-05 1.60955e-05 7.40874e-06 0.0356196 7.08979e-06 3.10001e-05 7.65345e-06 7.81805e-06 2.75265e-06 1.61072e-05 6.12399e-06 3.49065e-06 1.49543e-05 6.55018e-06 5.75174e-06 1.06862e-05 1.08283e-34 4.9846e-06 2.37044e-35 4.81569e-35 5.5777e-06 6.96917e-06 2.85499e-06 7.33346e-06 5.81981e-06 0 1.27749e-35 9.48825e-06 1.21601e-05 8.85621e-06 3.27696e-06 7.37698e-06 7.65056e-06 5.26949e-06 0 5.28048e-06 Variance: 6.10604e-06 Variances/cluster: 1.65857e-07 5.43958e-08 2.7222e-06 4.0632e-08 2.81677e-08 0.035575 5.62633e-08 3.09968e-07 4.44926e-08 3.36955e-08 1.14655e-07 4.28243e-08 2.68565e-08 2.8376e-08 5.81698e-08 2.81099e-08 3.15999e-08 4.90036e-08 0 2.67962e-08 0 2.67973e-31 2.52362e-08 2.58095e-08 1.0977e-07 2.46067e-08 2.88084e-08 0 0 5.12839e-08 4.94159e-08 4.23708e-08 3.72353e-08 4.09795e-08 3.39995e-08 2.33136e-08 0 3.88239e-08 -------------------------------------------------------------- Initialization seed trial #803 of 1000; initialization seed = 493578028 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 30 BIC score: 718254 Distortion: 0.000299748 Distortions/cluster: 3.41948e-06 3.19697e-06 4.91811e-06 8.70356e-06 3.42001e-06 1.08283e-34 7.79412e-06 8.38591e-06 2.83164e-05 4.06334e-06 2.45348e-05 4.67605e-05 4.81569e-35 4.53284e-06 9.64317e-35 4.3043e-06 6.54404e-06 3.19323e-06 5.98965e-06 3.41108e-06 1.14973e-05 5.38916e-06 9.68286e-06 2.37044e-35 2.42036e-06 6.48144e-06 2.61965e-06 2.92422e-06 1.27749e-35 3.49568e-05 0 3.59277e-06 9.25591e-06 3.3156e-06 3.86118e-06 5.86865e-06 1.59192e-05 1.04746e-05 Variance: 5.09603e-08 Variances/cluster: 2.84923e-08 2.42172e-08 3.27845e-08 3.01135e-08 2.87368e-08 0 1.65781e-07 5.86378e-08 4.79782e-08 2.09432e-08 2.72576e-06 8.43786e-08 2.67973e-31 2.74693e-08 6.86694e-32 2.51688e-08 3.0577e-08 2.33055e-08 2.85196e-08 2.24393e-08 4.52614e-08 3.06175e-08 5.12282e-08 0 2.06845e-08 2.98658e-08 2.18281e-08 2.03047e-08 0 6.1416e-08 0 2.24529e-08 8.33805e-08 3.48976e-08 3.98024e-08 4.8497e-08 7.5794e-07 1.10249e-07 -------------------------------------------------------------- Initialization seed trial #804 of 1000; initialization seed = 493578029 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 74 BIC score: 500497 Distortion: 0.0398262 Distortions/cluster: 4.27393e-06 4.43671e-06 1.14639e-05 8.45274e-06 5.11331e-06 1.4488e-05 7.61508e-06 3.1695e-05 6.21767e-06 0.0356196 4.35604e-05 9.82301e-06 2.37044e-35 4.32098e-06 1.58946e-05 0 8.70726e-06 5.5155e-06 7.69077e-06 6.54015e-06 5.73449e-06 4.81569e-35 0.00391362 3.33344e-06 8.71034e-06 9.74706e-06 8.82222e-06 1.0357e-05 6.59861e-06 3.62055e-06 6.80538e-06 0 5.83952e-06 6.36626e-06 6.37171e-06 3.89597e-06 5.73672e-06 5.23273e-06 Variance: 6.77085e-06 Variances/cluster: 2.49908e-08 4.22518e-08 4.7553e-08 3.58136e-08 1.7043e-07 3.86222e-08 4.25385e-08 3.10701e-07 2.49684e-08 0.035575 2.7222e-06 3.13803e-08 0 3.10826e-08 4.41372e-08 0 5.18121e-08 1.37842e-07 3.96398e-08 3.01363e-08 2.54844e-08 2.67973e-31 0.00391989 3.7877e-08 5.24562e-08 4.77643e-08 3.35416e-08 5.28248e-08 5.49836e-08 2.08053e-08 2.80032e-08 0 3.5822e-08 3.16701e-08 2.34233e-08 2.38991e-08 4.41248e-08 3.76425e-08 -------------------------------------------------------------- Initialization seed trial #805 of 1000; initialization seed = 493578030 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 717495 Distortion: 0.000300721 Distortions/cluster: 5.7876e-06 1.22493e-05 0 5.08709e-06 2.03055e-05 7.60681e-06 1.27749e-35 6.15162e-06 5.85274e-06 6.8027e-06 4.81569e-35 4.83121e-06 4.21669e-06 5.3945e-06 7.75218e-06 6.83192e-06 7.74022e-06 2.37044e-35 4.85527e-06 5.87463e-06 3.28529e-05 1.53722e-05 6.26297e-06 1.08283e-34 9.85554e-06 5.71989e-06 8.07968e-06 9.64317e-35 5.74132e-06 0 7.50597e-06 5.65543e-06 8.90257e-06 7.05272e-06 1.03124e-05 7.97079e-06 8.53606e-06 4.35604e-05 Variance: 5.11256e-08 Variances/cluster: 2.69165e-08 4.58737e-08 0 4.27346e-08 5.50103e-08 2.82756e-08 0 3.1544e-08 4.0084e-08 2.68858e-08 2.67973e-31 2.49002e-08 4.95931e-08 2.98013e-08 2.82902e-08 2.36378e-08 4.83609e-08 0 2.99673e-08 2.40736e-08 3.12848e-07 4.2102e-08 3.34887e-08 0 2.18977e-07 4.33183e-08 5.35029e-08 6.86694e-32 3.22513e-08 0 4.38805e-08 2.6425e-08 4.61124e-08 5.14643e-08 5.23432e-08 3.55808e-08 5.84612e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #806 of 1000; initialization seed = 493578031 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 718296 Distortion: 0.000297752 Distortions/cluster: 1.27749e-35 8.68294e-06 3.48536e-06 4.35604e-05 5.5155e-06 1.44484e-05 5.65354e-06 9.64317e-35 0 7.65957e-06 7.47252e-06 9.05148e-06 2.37044e-35 6.51174e-06 1.58946e-05 1.04103e-05 1.18578e-05 5.0377e-06 6.28719e-06 6.0937e-06 5.44281e-06 1.08283e-34 7.72509e-06 0 6.0639e-06 9.58475e-06 8.99546e-06 5.11331e-06 1.04779e-05 7.58194e-06 5.94769e-06 1.12834e-05 8.17763e-06 6.84018e-06 0 3.1695e-05 5.19998e-06 4.81569e-35 Variance: 5.06208e-08 Variances/cluster: 0 5.26081e-08 3.78814e-08 2.7222e-06 1.37842e-07 3.86195e-08 2.41577e-08 6.86694e-32 0 5.63152e-08 3.3963e-08 3.40251e-08 0 5.56511e-08 4.41372e-08 3.24276e-08 3.36841e-08 2.51855e-08 2.60856e-08 3.27591e-08 3.83265e-08 0 4.33959e-08 0 3.60913e-08 4.767e-08 5.19801e-08 1.7043e-07 5.29018e-08 2.6884e-08 3.08134e-08 4.71958e-08 5.11063e-08 2.35037e-08 0 3.10701e-07 2.51184e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #807 of 1000; initialization seed = 493578032 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 79 BIC score: 721351 Distortion: 0.000276292 Distortions/cluster: 1.07336e-05 0 4.89386e-06 7.13813e-06 5.68441e-06 8.5278e-06 1.04366e-05 4.67107e-06 1.18849e-05 5.63707e-06 1.02845e-05 1.59192e-05 9.64317e-35 1.2999e-05 1.44708e-05 6.08985e-06 5.95162e-06 9.23755e-06 8.21052e-06 3.68271e-06 3.57217e-06 2.37044e-35 1.20768e-05 9.1398e-06 3.74591e-06 8.94775e-06 4.81569e-35 9.41563e-06 2.45348e-05 5.47783e-06 4.7349e-06 7.89647e-06 1.08283e-34 5.86549e-06 1.47711e-05 0 1.27749e-35 9.66013e-06 Variance: 4.69725e-08 Variances/cluster: 1.11797e-07 0 2.61681e-08 1.58576e-07 2.89987e-08 5.84046e-08 5.24411e-08 3.0728e-08 4.12633e-08 2.34851e-08 5.29958e-08 7.5794e-07 6.86694e-32 4.62562e-08 4.41039e-08 2.65907e-08 3.54227e-08 5.24691e-08 2.80198e-08 2.40679e-08 2.13883e-08 0 3.56133e-08 4.70972e-08 2.19039e-08 3.01245e-08 2.67973e-31 5.34817e-08 2.72576e-06 2.9134e-08 3.15632e-08 4.38654e-08 0 2.88915e-08 4.87338e-08 0 0 8.47313e-08 -------------------------------------------------------------- Initialization seed trial #808 of 1000; initialization seed = 493578033 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 597128 Distortion: 0.00446414 Distortions/cluster: 5.90336e-06 1.17831e-05 5.41369e-06 3.72542e-06 5.49751e-06 2.54433e-06 3.48311e-06 9.84068e-06 3.98168e-06 4.64989e-06 5.05656e-06 6.04372e-06 5.11331e-06 3.73264e-05 6.2844e-06 9.64317e-35 6.19026e-06 9.46518e-06 8.85506e-06 3.97286e-06 0.000296857 9.94099e-06 4.06097e-06 0.00391362 5.64278e-06 2.37044e-35 4.67718e-06 1.05678e-05 8.43566e-06 6.9017e-06 6.0695e-06 1.19674e-05 1.02052e-05 7.58716e-06 7.66861e-06 9.02844e-06 5.77699e-06 0 Variance: 7.58949e-07 Variances/cluster: 2.63512e-08 4.20685e-08 2.35357e-08 2.23059e-08 3.98338e-08 3.14086e-08 3.22472e-08 5.23272e-08 2.38395e-08 2.76755e-08 2.31932e-08 3.09905e-08 1.7043e-07 3.65906e-07 1.49579e-07 6.86694e-32 2.87894e-08 4.75484e-08 5.17672e-08 2.85787e-08 1.9788e-05 3.80758e-08 2.25585e-08 0.00391989 2.68681e-08 0 2.43582e-08 4.75875e-08 5.8576e-08 3.12192e-08 3.84112e-08 4.56733e-08 5.23306e-08 5.4189e-08 2.88269e-08 5.40463e-08 3.10563e-08 0 -------------------------------------------------------------- Initialization seed trial #809 of 1000; initialization seed = 493578034 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 55 BIC score: 718691 Distortion: 0.000295396 Distortions/cluster: 1.07825e-05 1.43589e-05 1.28324e-05 0 3.14299e-05 8.08172e-06 8.10627e-06 7.18859e-06 7.07379e-06 5.83568e-06 4.16112e-06 7.10842e-06 8.39133e-06 7.66708e-06 4.35604e-05 5.14053e-06 1.27749e-35 6.84181e-06 1.00851e-05 7.45514e-06 4.96131e-06 7.8404e-06 5.49504e-06 4.81569e-35 1.30116e-05 2.37044e-35 9.64317e-35 4.99808e-06 8.43467e-06 3.67942e-06 5.11331e-06 6.4332e-06 8.44192e-06 1.08283e-34 6.91326e-06 0 9.34628e-06 4.62697e-06 Variance: 5.02204e-08 Variances/cluster: 3.61712e-08 3.45968e-08 3.39451e-08 0 3.11154e-07 3.57565e-08 3.4057e-08 3.12511e-08 4.16071e-08 1.42286e-07 3.78161e-08 4.13143e-08 2.48242e-08 3.43785e-08 2.7222e-06 4.3184e-08 0 4.07215e-08 2.79334e-08 3.22627e-08 4.20311e-08 5.72243e-08 4.4311e-08 2.67973e-31 3.38812e-08 0 6.86694e-32 4.54221e-08 4.48508e-08 5.03877e-08 1.7043e-07 4.3162e-08 4.24182e-08 0 5.0081e-08 0 3.18958e-08 4.40637e-08 -------------------------------------------------------------- Initialization seed trial #810 of 1000; initialization seed = 493578035 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 80 BIC score: 718220 Distortion: 0.000295352 Distortions/cluster: 1.12778e-05 6.72916e-06 0 3.10001e-05 1.57129e-05 1.08283e-34 3.49637e-06 1.27749e-35 4.33916e-06 1.38377e-05 9.64317e-35 5.5242e-06 5.71392e-06 6.07322e-06 6.57977e-06 6.31255e-06 5.39264e-06 2.37044e-35 6.04907e-06 6.5889e-06 5.96812e-06 4.35604e-05 5.14768e-06 7.64573e-06 4.31615e-06 6.09916e-06 5.59674e-06 1.42472e-05 8.5246e-06 6.51817e-06 5.81542e-06 5.52015e-06 4.81569e-35 2.68572e-06 1.01368e-05 9.88845e-06 7.27047e-06 1.17835e-05 Variance: 5.02128e-08 Variances/cluster: 4.20779e-08 4.31217e-08 0 3.09968e-07 4.23489e-08 0 2.86554e-08 0 2.34524e-08 5.49074e-08 6.86694e-32 4.38285e-08 1.428e-07 2.28296e-08 3.22509e-08 3.48725e-08 1.7394e-07 0 2.71235e-08 4.99003e-08 4.62497e-08 2.7222e-06 2.69485e-08 5.27133e-08 2.28341e-08 4.61906e-08 2.54375e-08 4.25149e-08 3.89219e-08 2.79726e-08 2.80914e-08 2.98352e-08 2.67973e-31 3.15939e-08 6.06943e-08 4.47298e-08 3.33479e-08 3.53744e-08 -------------------------------------------------------------- Initialization seed trial #811 of 1000; initialization seed = 493578036 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 716740 Distortion: 0.000307165 Distortions/cluster: 2.24391e-05 7.01182e-06 9.88382e-06 1.66092e-05 8.30658e-06 7.56743e-06 7.43764e-06 4.35604e-05 3.89038e-06 0 1.86519e-05 4.14162e-06 4.81569e-35 4.58098e-06 9.64317e-35 1.08097e-05 4.81904e-06 9.37109e-06 3.63079e-06 3.11701e-06 4.90528e-06 6.22523e-06 4.46096e-06 4.93896e-06 1.08283e-34 2.37044e-35 8.4145e-06 1.68676e-05 3.14299e-05 7.07705e-06 3.57204e-06 1.46292e-05 5.01015e-06 5.19063e-06 1.27749e-35 2.73595e-06 0 5.87856e-06 Variance: 5.22211e-08 Variances/cluster: 5.76657e-08 2.80448e-08 5.12075e-08 4.10986e-08 2.88398e-08 4.09012e-08 3.02316e-08 2.7222e-06 4.13835e-08 0 6.42967e-08 2.39372e-08 2.67973e-31 2.88081e-08 6.86694e-32 1.96488e-07 3.04976e-08 7.74409e-08 2.28327e-08 3.66678e-08 2.99076e-08 2.68305e-08 3.09752e-08 2.1949e-08 0 0 4.08438e-08 4.42574e-08 3.11154e-07 4.84686e-08 2.1387e-08 5.84981e-08 2.25663e-08 2.70322e-08 0 5.26099e-08 0 4.32209e-08 -------------------------------------------------------------- Initialization seed trial #812 of 1000; initialization seed = 493578037 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 504777 Distortion: 0.0361566 Distortions/cluster: 5.38043e-06 1.08283e-34 6.67139e-06 9.70626e-06 9.50657e-06 9.25527e-06 0.000275101 5.7372e-06 1.59192e-05 4.4245e-06 2.45348e-05 0.0356196 5.58331e-06 7.63289e-06 4.78248e-06 6.36226e-06 1.32809e-05 8.59381e-06 8.08743e-06 6.93478e-06 2.37044e-35 1.05156e-05 5.97791e-06 5.94601e-06 6.47222e-06 9.63129e-06 9.42164e-06 0 4.17722e-06 1.15594e-05 7.41731e-06 1.27749e-35 8.24896e-06 1.16892e-05 5.83582e-06 0 6.91823e-06 5.7683e-06 Variance: 6.14699e-06 Variances/cluster: 2.34927e-08 0 5.42226e-08 4.11146e-08 9.31945e-08 3.61417e-08 2.92633e-06 2.32255e-08 7.5794e-07 4.25292e-08 2.72576e-06 0.035575 4.69035e-08 3.27484e-08 2.55725e-08 3.53425e-08 4.64331e-08 5.84563e-08 3.3007e-08 2.91352e-08 0 5.25741e-08 3.01879e-08 2.81773e-08 3.40613e-08 5.17645e-08 3.05871e-08 0 4.44251e-08 4.08424e-08 4.311e-08 0 4.45745e-08 3.46829e-08 2.80544e-08 0 1.57182e-07 2.73348e-08 -------------------------------------------------------------- Initialization seed trial #813 of 1000; initialization seed = 493578038 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 91 BIC score: 717743 Distortion: 0.000300436 Distortions/cluster: 1.09023e-05 5.8307e-06 5.84038e-06 5.93063e-06 0 1.08283e-34 8.45189e-06 9.95676e-06 7.60134e-06 5.21694e-06 5.91486e-06 2.37044e-35 9.64317e-35 1.04442e-05 1.00334e-05 0 8.35897e-06 5.29862e-06 7.76383e-06 7.5026e-06 8.00385e-06 8.59117e-06 0 6.01578e-06 6.7701e-06 9.92821e-06 8.07215e-06 3.35567e-05 1.41976e-05 7.4946e-06 1.27749e-35 7.59464e-06 6.27111e-06 4.81569e-35 4.35604e-05 5.53042e-06 8.01625e-06 1.17851e-05 Variance: 5.10771e-08 Variances/cluster: 3.81165e-08 4.41574e-08 2.99472e-08 4.89972e-08 0 0 3.21337e-08 4.69508e-08 3.03953e-08 4.87414e-08 3.19618e-08 0 6.86694e-32 5.30124e-08 1.2235e-07 0 5.06441e-08 2.58439e-08 4.53878e-08 2.82028e-08 5.33429e-08 5.84383e-08 0 2.55968e-08 3.3347e-08 3.14157e-08 2.48352e-08 3.13581e-07 4.71643e-08 3.51828e-08 0 1.80767e-07 3.16691e-08 2.67973e-31 2.7222e-06 2.43604e-08 3.69293e-08 3.36687e-08 -------------------------------------------------------------- Initialization seed trial #814 of 1000; initialization seed = 493578039 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 718114 Distortion: 0.000299425 Distortions/cluster: 8.09334e-06 1.27749e-35 5.13339e-06 0 2.37044e-35 8.39305e-06 6.2596e-06 1.0225e-05 8.26633e-06 1.08283e-34 9.08565e-06 4.33037e-06 3.4322e-06 1.20214e-05 4.35604e-05 9.25054e-06 5.71859e-06 0 1.52795e-05 2.97727e-06 1.90504e-06 1.22148e-05 5.53013e-06 1.33854e-05 7.21806e-06 8.16142e-06 8.60432e-06 1.03755e-05 8.0713e-06 3.35567e-05 6.71581e-06 9.64317e-35 6.11817e-06 4.81569e-35 5.51394e-06 6.59788e-06 7.16931e-06 6.26036e-06 Variance: 5.09053e-08 Variances/cluster: 2.86973e-08 0 4.07279e-08 0 0 6.50571e-08 4.46972e-08 4.66739e-08 5.47276e-08 0 3.13196e-08 4.24509e-08 4.23588e-08 3.29322e-08 2.7222e-06 7.52007e-08 5.39457e-08 0 3.62041e-08 3.58679e-08 5.01283e-08 3.18896e-08 2.57185e-08 3.40566e-08 3.8596e-08 4.29411e-08 5.08968e-08 2.7814e-08 3.52426e-08 3.13581e-07 4.72792e-08 6.86694e-32 2.50718e-08 2.67973e-31 4.37577e-08 3.17169e-08 3.54801e-08 1.4901e-07 -------------------------------------------------------------- Initialization seed trial #815 of 1000; initialization seed = 493578040 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 715896 Distortion: 0.000316347 Distortions/cluster: 2.38247e-06 4.35604e-05 5.69583e-06 2.96037e-05 6.4975e-06 7.62137e-06 9.64317e-35 4.47785e-06 5.45731e-06 5.9727e-06 3.25276e-05 3.35567e-05 4.81569e-35 2.37044e-35 5.14538e-06 7.43315e-06 6.33521e-06 6.75833e-06 4.55027e-06 4.50017e-06 7.68822e-06 0 7.33801e-06 0 3.58723e-06 1.08283e-34 1.80037e-05 5.51087e-06 1.27749e-35 5.85083e-06 7.90236e-06 7.00465e-06 8.33492e-06 0 1.9431e-05 4.79358e-06 2.96425e-06 5.861e-06 Variance: 5.37821e-08 Variances/cluster: 5.06864e-08 2.7222e-06 3.41039e-08 6.59119e-08 2.8004e-08 6.80426e-08 6.86694e-32 3.67005e-08 3.1542e-08 5.7426e-08 8.00918e-08 3.13581e-07 2.67973e-31 0 2.67962e-08 3.31808e-08 2.62849e-08 1.53549e-07 4.64274e-08 3.0403e-08 3.49432e-08 0 2.70752e-08 0 4.03025e-08 0 4.35781e-08 2.82584e-08 0 2.55473e-08 3.37678e-08 2.40688e-08 8.09142e-08 0 4.3848e-08 2.27157e-08 3.70502e-08 2.62795e-08 -------------------------------------------------------------- Initialization seed trial #816 of 1000; initialization seed = 493578041 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 601544 Distortion: 0.00419224 Distortions/cluster: 0 2.45348e-05 1.59192e-05 1.28239e-05 6.78008e-06 7.87224e-06 9.15283e-06 6.14438e-06 8.29365e-06 9.64317e-35 2.37044e-35 7.43079e-06 0 1.23302e-05 9.35538e-06 4.81569e-35 4.56695e-06 0 1.24505e-05 0.00391362 6.36165e-06 8.39942e-06 9.98306e-06 5.2913e-06 8.86161e-06 1.68915e-05 7.75492e-06 1.22937e-05 0 0 6.78649e-06 0 1.12731e-05 9.17456e-06 1.16775e-05 1.26271e-05 6.55607e-06 7.02825e-06 Variance: 7.12723e-07 Variances/cluster: 0 2.72576e-06 7.5794e-07 4.61254e-08 3.37279e-08 4.76952e-08 3.01052e-08 2.53873e-08 5.34914e-08 6.86694e-32 0 4.42262e-08 0 5.50413e-08 3.34012e-08 2.67973e-31 1.69132e-07 0 3.2848e-08 0.00391989 3.13279e-08 9.43662e-08 2.78832e-08 1.35629e-07 5.90724e-08 3.99291e-08 5.00156e-08 3.18463e-08 0 0 4.5532e-08 0 3.73248e-08 4.98457e-08 4.42189e-08 3.86118e-08 2.63265e-08 4.53285e-08 -------------------------------------------------------------- Initialization seed trial #817 of 1000; initialization seed = 493578042 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 505439 Distortion: 0.035897 Distortions/cluster: 1.26466e-05 8.59381e-06 9.16241e-06 5.71569e-06 2.37044e-35 9.69801e-06 7.08925e-06 5.71052e-06 7.32222e-06 4.81569e-35 1.0481e-05 9.67269e-06 0 0.0356196 1.08283e-34 1.07336e-05 9.36551e-06 1.44708e-05 4.87684e-06 1.41627e-05 7.41844e-06 9.22167e-06 5.95745e-06 8.60672e-06 4.57111e-06 1.59192e-05 4.95025e-06 1.00377e-05 5.46801e-06 6.72239e-06 2.45348e-05 0 1.31147e-05 5.29184e-06 0 8.80663e-06 7.13813e-06 1.27749e-35 Variance: 6.10286e-06 Variances/cluster: 3.68585e-08 5.84563e-08 5.23397e-08 2.97657e-08 0 5.41624e-08 4.24467e-08 2.54912e-08 3.32799e-08 2.67973e-31 5.2401e-08 8.48416e-08 0 0.035575 0 1.11797e-07 3.88576e-08 4.41039e-08 2.86842e-08 4.73516e-08 3.04006e-08 4.72754e-08 3.21996e-08 2.89764e-08 2.40556e-08 7.5794e-07 2.61895e-08 5.25363e-08 2.30697e-08 3.84101e-08 2.72576e-06 0 4.63378e-08 2.38344e-08 0 2.87773e-08 1.58576e-07 0 -------------------------------------------------------------- Initialization seed trial #818 of 1000; initialization seed = 493578043 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 718278 Distortion: 0.000299743 Distortions/cluster: 4.81569e-35 7.49433e-06 5.35835e-06 8.09747e-06 4.35604e-05 1.42879e-05 9.97757e-06 5.95811e-06 1.14311e-05 1.05834e-05 3.10001e-05 9.64317e-35 6.95626e-06 5.8562e-06 1.10416e-05 2.37044e-35 1.27749e-35 8.59117e-06 0 7.61619e-06 8.18207e-06 1.08283e-34 7.24249e-06 7.68806e-06 7.63153e-06 0 1.00983e-05 0 5.42751e-06 7.05566e-06 1.21856e-05 7.16049e-06 3.98672e-06 9.89169e-06 7.01547e-06 0 1.08445e-05 7.52295e-06 Variance: 5.09594e-08 Variances/cluster: 2.67973e-31 3.48543e-08 4.12046e-08 2.58682e-08 2.7222e-06 4.7151e-08 3.31373e-08 4.37953e-08 3.30347e-08 3.90497e-08 3.09968e-07 6.86694e-32 3.0242e-08 4.79872e-08 3.06684e-08 0 0 5.84383e-08 0 4.55911e-08 2.70012e-08 0 4.18605e-08 2.32949e-07 3.91233e-08 0 2.81257e-08 0 1.42782e-07 4.64042e-08 4.28929e-08 3.12648e-08 5.10963e-08 3.5451e-08 4.8367e-08 0 5.42182e-08 2.8932e-08 -------------------------------------------------------------- Initialization seed trial #819 of 1000; initialization seed = 493578044 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 721451 Distortion: 0.000279006 Distortions/cluster: 1.01485e-05 2.45348e-05 7.83739e-06 1.27749e-35 4.79925e-06 7.06093e-06 1.59192e-05 1.08924e-05 3.67502e-06 8.80633e-06 3.30788e-06 1.25469e-05 2.37044e-35 9.89451e-06 7.66718e-06 1.55704e-05 9.26446e-06 6.54767e-06 9.56688e-06 4.81569e-35 7.00917e-06 8.97225e-06 1.08283e-34 1.08505e-05 1.07754e-05 1.41607e-05 3.93347e-06 9.64317e-35 7.76229e-06 8.895e-06 1.4075e-05 0 6.18803e-06 7.18035e-06 0 0 6.17292e-06 4.9913e-06 Variance: 4.74339e-08 Variances/cluster: 1.0795e-07 2.72576e-06 2.06216e-07 0 4.4026e-08 3.73557e-08 7.5794e-07 3.67866e-08 2.87086e-08 2.73464e-08 3.75866e-08 3.47529e-08 0 5.23351e-08 2.84999e-08 3.10751e-08 5.57932e-08 2.80992e-08 4.75811e-08 2.67973e-31 2.49414e-08 5.18459e-08 0 4.73667e-08 6.48908e-08 3.68735e-08 4.18429e-08 6.86694e-32 4.06366e-08 3.54351e-08 4.46677e-08 0 5.47566e-08 3.81892e-08 0 0 4.14257e-08 3.66976e-08 -------------------------------------------------------------- Initialization seed trial #820 of 1000; initialization seed = 493578045 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 600891 Distortion: 0.00420946 Distortions/cluster: 1.06291e-05 1.05742e-05 3.92951e-06 6.65042e-06 5.82316e-06 2.37044e-35 3.5513e-06 1.2674e-05 3.14299e-05 6.48691e-06 5.25041e-06 8.65064e-06 1.37318e-05 9.64317e-35 9.29654e-06 4.81569e-35 6.92246e-06 1.01883e-05 0 4.35604e-05 4.87777e-06 5.6432e-06 0 5.11331e-06 6.45191e-06 0.00391362 0 5.4022e-06 5.27681e-06 1.22084e-05 6.86544e-06 5.83568e-06 1.43977e-05 4.87976e-06 1.32875e-05 7.76108e-06 4.46945e-06 4.02227e-06 Variance: 7.15652e-07 Variances/cluster: 3.36256e-08 2.7463e-08 4.36576e-08 4.7151e-08 2.56504e-08 0 3.8183e-08 3.20834e-08 3.11154e-07 5.49691e-08 4.3022e-08 4.30242e-08 3.43266e-08 6.86694e-32 5.46805e-08 2.67973e-31 3.80319e-08 2.77579e-08 0 2.7222e-06 4.82799e-08 3.39924e-08 0 1.7043e-07 4.29989e-08 0.00391989 0 4.00128e-08 3.66415e-08 3.30819e-08 4.97347e-08 1.42286e-07 3.56347e-08 4.03154e-08 4.29873e-08 3.19349e-08 4.13702e-08 4.02202e-08 -------------------------------------------------------------- Initialization seed trial #821 of 1000; initialization seed = 493578046 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 718163 Distortion: 0.000296464 Distortions/cluster: 1.08283e-34 5.50737e-06 7.95973e-06 4.35604e-05 9.19216e-06 1.21836e-05 0 6.83729e-06 3.89608e-06 4.89038e-06 1.22239e-05 5.83568e-06 9.67038e-06 1.04221e-05 6.69908e-06 1.39664e-05 5.33753e-06 6.5476e-06 1.27749e-35 5.38635e-06 5.11331e-06 1.4607e-05 8.43566e-06 1.25293e-05 4.14096e-06 3.33675e-06 5.20514e-06 9.64317e-35 2.37044e-35 4.81569e-35 0 5.27803e-06 4.869e-06 3.14299e-05 9.23755e-06 5.96875e-06 1.04189e-05 5.77816e-06 Variance: 5.0402e-08 Variances/cluster: 0 2.52609e-08 2.90476e-08 2.7222e-06 4.71241e-08 4.57994e-08 0 2.56056e-08 3.01995e-08 2.42071e-08 3.59411e-08 1.42286e-07 5.46184e-08 5.31567e-08 3.56303e-08 4.25665e-08 2.76532e-08 2.39818e-08 0 3.18683e-08 1.7043e-07 4.90011e-08 5.8576e-08 4.64004e-08 2.22606e-08 2.82742e-08 3.02598e-08 6.86694e-32 0 2.67973e-31 0 2.70641e-08 2.45888e-08 3.11154e-07 5.24691e-08 3.97885e-08 5.26165e-08 3.30148e-08 -------------------------------------------------------------- Initialization seed trial #822 of 1000; initialization seed = 493578047 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 717968 Distortion: 0.000299303 Distortions/cluster: 2.37044e-35 4.35604e-05 7.23628e-06 3.19121e-06 1.02172e-05 9.00079e-06 6.04898e-06 1.04346e-05 7.1851e-06 5.43189e-06 4.75896e-06 5.02688e-06 3.35567e-05 7.20186e-06 1.08283e-34 7.57388e-06 1.40776e-05 1.13952e-05 5.82959e-06 5.28877e-06 4.81569e-35 1.00129e-05 8.09967e-06 9.64317e-35 6.42167e-06 6.62189e-06 9.6771e-06 6.81726e-06 0 8.63675e-06 6.71826e-06 8.67333e-06 1.14966e-05 9.95869e-06 5.38049e-06 1.27749e-35 3.772e-06 0 Variance: 5.08845e-08 Variances/cluster: 0 2.7222e-06 4.49312e-08 3.79876e-08 3.28498e-08 2.95082e-08 2.48902e-08 3.78032e-08 4.85333e-08 5.37778e-08 5.9469e-08 3.80792e-08 3.13581e-07 2.71745e-08 0 6.8848e-08 4.34352e-08 3.46247e-08 3.59821e-08 4.22963e-08 2.67973e-31 4.48867e-08 3.55216e-08 6.86694e-32 5.48813e-08 4.4428e-08 2.7334e-08 1.5489e-07 0 5.04911e-08 3.16862e-08 7.47632e-08 3.23816e-08 2.97248e-08 2.53767e-08 0 4.28599e-08 0 -------------------------------------------------------------- Initialization seed trial #823 of 1000; initialization seed = 493578048 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 69 BIC score: 721629 Distortion: 0.000276543 Distortions/cluster: 6.49736e-06 4.32922e-06 1.65678e-05 7.28736e-06 1.59192e-05 5.82736e-06 3.53754e-06 6.33374e-06 7.45818e-06 1.27749e-35 2.45348e-05 1.82047e-05 8.34291e-06 6.63242e-06 2.45924e-06 8.46889e-06 7.13813e-06 1.02622e-05 1.07336e-05 7.59209e-06 4.53822e-06 5.68455e-06 9.64317e-35 6.1096e-06 1.58946e-05 0 1.47511e-05 1.08283e-34 2.37044e-35 7.18475e-06 7.09998e-06 9.37155e-06 0 3.0466e-06 6.10257e-06 9.74538e-06 4.81569e-35 8.8874e-06 Variance: 4.70151e-08 Variances/cluster: 2.96657e-08 4.28599e-08 5.19201e-08 2.47847e-08 7.5794e-07 3.44786e-08 4.01958e-08 3.1825e-08 4.63199e-08 0 2.72576e-06 6.38561e-08 7.01029e-08 2.92151e-08 5.12296e-08 3.51376e-08 1.58576e-07 3.19663e-08 1.11797e-07 3.17633e-08 3.68929e-08 5.41353e-08 6.86694e-32 2.57767e-08 4.41372e-08 0 3.87043e-08 0 0 2.54756e-08 3.03382e-08 2.74794e-08 0 3.67031e-08 3.58941e-08 5.15463e-08 2.67973e-31 5.01951e-08 -------------------------------------------------------------- Initialization seed trial #824 of 1000; initialization seed = 493578049 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 506065 Distortion: 0.0358964 Distortions/cluster: 2.85499e-06 1.18824e-05 1.60955e-05 1.21601e-05 5.74764e-06 7.51076e-06 1.18536e-05 1.49543e-05 2.45348e-05 1.61072e-05 1.31812e-05 3.73097e-06 0.0356196 6.67286e-06 7.22078e-06 8.24192e-06 1.14268e-05 4.27414e-06 2.37044e-35 6.9581e-06 0 1.27749e-35 1.59192e-05 8.0858e-06 6.56772e-06 1.08283e-34 0 9.91626e-06 8.00262e-06 1.06862e-05 7.0643e-06 2.75265e-06 0 0 8.6501e-06 6.36528e-06 7.42357e-06 4.81569e-35 Variance: 6.10275e-06 Variances/cluster: 1.0977e-07 3.52565e-08 4.0632e-08 4.94159e-08 2.78987e-08 2.5458e-08 4.07301e-08 5.81698e-08 2.72576e-06 4.28243e-08 4.75817e-08 3.80681e-08 0.035575 3.25477e-08 2.99582e-08 2.70203e-08 5.43958e-08 1.64378e-07 0 2.96063e-08 0 0 7.5794e-07 3.53061e-08 3.30003e-08 0 0 5.33091e-08 9.09302e-08 4.90036e-08 5.6061e-08 1.14655e-07 0 0 2.67774e-08 3.24727e-08 3.10583e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #825 of 1000; initialization seed = 493578050 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 718539 Distortion: 0.000292251 Distortions/cluster: 9.35668e-06 6.55882e-06 6.90396e-06 8.80173e-06 3.14299e-05 5.42128e-06 1.28091e-05 8.40977e-06 1.03636e-05 9.23755e-06 7.11141e-06 5.42357e-06 9.26625e-06 9.64317e-35 4.6398e-06 5.17661e-06 0 2.37044e-35 5.8861e-06 6.323e-06 5.2913e-06 1.08283e-34 6.69338e-06 5.55951e-06 4.81569e-35 9.9447e-06 1.27749e-35 1.04221e-05 7.19795e-06 5.50954e-06 3.46171e-06 4.35604e-05 8.99215e-06 5.64446e-06 6.55352e-06 5.60899e-06 9.57921e-06 5.11331e-06 Variance: 4.96857e-08 Variances/cluster: 4.74806e-08 2.7672e-08 5.61249e-08 4.23126e-08 3.11154e-07 3.84457e-08 4.79589e-08 3.5936e-08 4.40859e-08 5.24691e-08 2.33908e-08 2.93131e-08 5.44909e-08 6.86694e-32 2.53516e-08 2.52488e-08 0 0 3.18063e-08 3.53207e-08 1.35629e-07 0 2.66645e-08 2.42746e-08 2.67973e-31 3.48824e-08 0 5.31567e-08 2.81146e-08 2.47043e-08 3.80377e-08 2.7222e-06 4.96758e-08 3.22508e-08 3.27647e-08 2.90596e-08 5.12218e-08 1.7043e-07 -------------------------------------------------------------- Initialization seed trial #826 of 1000; initialization seed = 493578051 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 505246 Distortion: 0.0359142 Distortions/cluster: 7.23662e-06 1.18288e-05 0.0356196 8.16051e-06 6.63429e-06 8.73873e-06 5.40456e-06 9.98689e-06 9.31055e-06 2.37044e-35 8.38515e-06 9.27749e-06 8.00254e-06 8.58142e-06 5.11331e-06 5.37838e-06 4.76459e-06 5.23281e-06 3.14299e-05 9.91729e-06 7.61498e-06 4.35604e-05 4.81569e-35 0 9.20685e-06 0 5.88177e-06 5.73611e-06 1.08283e-34 6.62477e-06 5.98875e-06 9.69936e-06 8.26012e-06 1.06048e-05 6.46476e-06 5.70253e-06 5.949e-06 1.27749e-35 Variance: 6.10579e-06 Variances/cluster: 1.76444e-07 4.56675e-08 0.035575 2.89354e-08 3.25177e-08 5.39266e-08 4.3925e-08 3.11091e-08 3.76913e-08 0 3.21164e-08 2.69671e-08 2.8578e-08 5.91772e-08 1.7043e-07 3.3189e-08 4.49341e-08 2.52763e-08 3.11154e-07 5.16486e-08 3.44537e-08 2.7222e-06 2.67973e-31 0 4.40378e-08 0 4.05606e-08 4.51622e-08 0 3.39622e-08 2.99403e-08 5.24121e-08 4.56214e-08 3.03835e-08 2.88578e-08 4.59734e-08 2.47848e-08 0 -------------------------------------------------------------- Initialization seed trial #827 of 1000; initialization seed = 493578052 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 716631 Distortion: 0.000311402 Distortions/cluster: 1.10739e-05 1.25385e-05 3.5604e-06 1.27749e-35 6.13853e-06 6.74636e-06 7.00154e-06 1.06969e-05 1.08283e-34 6.69464e-06 1.66747e-05 1.90542e-05 9.52989e-06 2.37044e-35 3.14299e-05 9.44089e-06 5.21248e-06 6.72578e-06 6.06877e-06 6.10434e-06 4.59813e-06 3.72735e-06 8.19333e-06 4.97624e-06 4.35604e-05 9.64317e-35 1.66445e-05 4.81569e-35 0 1.45035e-05 6.86654e-06 0 0 2.23188e-05 5.05194e-06 6.26998e-06 0 0 Variance: 5.29416e-08 Variances/cluster: 1.97697e-07 4.71327e-08 3.82808e-08 0 2.60077e-08 2.47098e-08 5.60074e-08 5.57088e-08 0 2.97514e-08 4.42155e-08 6.479e-08 6.95557e-08 0 3.11154e-07 4.25231e-08 2.99542e-08 3.82113e-08 3.22774e-08 3.4099e-08 3.10657e-08 2.95787e-08 2.88473e-08 2.34701e-08 2.7222e-06 6.86694e-32 4.09832e-08 2.67973e-31 0 5.82282e-08 2.43473e-08 0 0 5.75042e-08 2.32788e-08 2.56944e-08 0 0 -------------------------------------------------------------- Initialization seed trial #828 of 1000; initialization seed = 493578053 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 70 BIC score: 600606 Distortion: 0.00420913 Distortions/cluster: 6.32269e-06 1.10111e-05 1.28435e-05 5.11331e-06 9.4093e-06 0 9.53091e-06 7.62339e-06 9.64317e-35 1.38866e-05 3.1695e-05 8.53802e-06 5.57285e-06 5.09171e-06 8.10612e-06 2.37044e-35 6.83991e-06 8.72481e-06 4.11112e-06 8.76687e-06 5.5155e-06 6.42836e-06 4.81569e-35 4.35604e-05 5.27765e-06 8.39899e-06 7.56046e-06 0.00391362 6.79673e-06 7.00828e-06 0 0 7.07622e-06 3.98947e-06 1.07894e-05 3.12832e-06 1.06791e-05 6.10901e-06 Variance: 7.15595e-07 Variances/cluster: 4.4827e-08 5.00349e-08 4.44266e-08 1.7043e-07 2.70359e-08 0 3.73729e-08 4.48289e-08 6.86694e-32 4.50718e-08 3.10701e-07 5.1122e-08 2.55613e-08 3.77133e-08 4.13544e-08 0 2.98651e-08 3.07182e-08 4.23791e-08 5.06594e-08 1.37842e-07 2.96212e-08 2.67973e-31 2.7222e-06 3.27767e-08 2.63262e-08 2.83139e-08 0.00391989 3.23624e-08 2.83711e-08 0 0 5.99625e-08 5.46456e-08 3.03045e-08 3.51469e-08 3.3891e-08 6.56684e-08 -------------------------------------------------------------- Initialization seed trial #829 of 1000; initialization seed = 493578054 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 69 BIC score: 691459 Distortion: 0.000537855 Distortions/cluster: 1.56616e-05 1.59192e-05 1.08283e-34 4.61208e-06 1.25184e-05 5.10955e-06 9.42152e-06 7.0248e-06 5.79191e-06 7.95938e-06 3.29434e-06 1.27749e-35 9.15618e-06 4.27915e-06 8.5278e-06 4.09036e-06 1.55138e-05 0.000274173 6.11974e-06 5.55464e-06 3.42869e-06 8.81533e-06 9.57984e-06 0 7.15791e-06 4.10783e-06 3.93496e-06 1.03304e-05 2.37044e-35 2.45348e-05 8.67312e-06 1.37778e-05 9.64317e-35 6.55533e-06 4.68514e-06 8.57935e-06 3.5944e-06 5.37259e-06 Variance: 9.14409e-08 Variances/cluster: 4.37331e-08 7.5794e-07 0 2.23868e-08 4.58512e-08 3.3176e-08 8.19199e-08 3.22209e-08 5.08017e-08 1.69297e-07 2.18149e-08 0 5.38436e-08 2.93067e-08 5.84046e-08 2.57225e-08 4.95488e-08 2.97985e-06 3.04438e-08 2.92324e-08 2.12943e-08 2.98799e-08 5.12126e-08 0 4.70764e-08 2.3075e-08 2.21041e-08 5.21696e-08 0 2.72576e-06 5.10018e-08 3.82593e-08 6.86694e-32 2.90033e-08 3.3224e-08 3.01e-08 3.55849e-08 3.21684e-08 -------------------------------------------------------------- Initialization seed trial #830 of 1000; initialization seed = 493578055 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 501029 Distortion: 0.0398146 Distortions/cluster: 2.45348e-05 1.01485e-05 6.80401e-06 7.58239e-06 0.00391362 7.35028e-06 1.14924e-05 6.19657e-06 8.11868e-06 5.76991e-06 9.80438e-06 8.43566e-06 1.6375e-05 1.30449e-05 6.57868e-06 1.13729e-05 7.2329e-06 4.89737e-06 7.83085e-06 5.99615e-06 6.68884e-06 7.61888e-06 1.59192e-05 2.37044e-35 0.0356196 9.39177e-06 1.27242e-05 0 4.79254e-06 1.30951e-05 1.19363e-05 0 9.9069e-06 0 9.81768e-06 0 4.81569e-35 0 Variance: 6.76889e-06 Variances/cluster: 2.72576e-06 1.0795e-07 3.23972e-08 4.09822e-08 0.00391989 2.70207e-08 4.5421e-08 4.21501e-08 2.08139e-07 2.39388e-08 5.13279e-08 5.8576e-08 6.29609e-08 4.39077e-08 3.55571e-08 5.49239e-08 2.40275e-08 2.49836e-08 3.23561e-08 2.81483e-08 3.29466e-08 2.8748e-08 7.5794e-07 0 0.035575 3.71184e-08 5.21321e-08 0 2.92194e-08 3.89608e-08 6.38097e-08 0 3.07641e-08 0 4.81104e-08 0 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #831 of 1000; initialization seed = 493578056 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 716567 Distortion: 0.000310765 Distortions/cluster: 1.80037e-05 4.18268e-06 6.52349e-06 4.81569e-35 7.64006e-06 3.25276e-05 6.16818e-06 5.48323e-06 5.396e-06 5.24023e-06 1.27749e-35 7.04247e-06 6.50713e-06 3.73499e-06 5.11271e-06 5.46355e-06 5.454e-06 7.99455e-06 0 9.64317e-35 5.19583e-06 4.56267e-06 5.66347e-06 6.55655e-06 6.65669e-06 1.08283e-34 4.35604e-05 1.9431e-05 6.52991e-06 5.74682e-06 2.37044e-35 2.90844e-06 0 4.33037e-06 1.98602e-06 2.96037e-05 2.87755e-05 6.78307e-06 Variance: 5.28332e-08 Variances/cluster: 4.35781e-08 2.94527e-08 2.60917e-08 2.67973e-31 3.39528e-08 8.00918e-08 5.65836e-08 4.35139e-08 2.93227e-08 3.9397e-08 0 3.82711e-08 2.80455e-08 3.66143e-08 2.48161e-08 2.41723e-08 5.19395e-08 3.30325e-08 0 6.86694e-32 3.1297e-08 2.50671e-08 2.52812e-08 2.37535e-08 2.69478e-08 0 2.7222e-06 4.3848e-08 1.51808e-07 2.87316e-08 0 3.5466e-08 0 4.24509e-08 5.09191e-08 6.59119e-08 3.30716e-07 1.61488e-07 -------------------------------------------------------------- Initialization seed trial #832 of 1000; initialization seed = 493578057 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 600581 Distortion: 0.00418502 Distortions/cluster: 5.40587e-06 9.76971e-06 1.78913e-05 3.48552e-06 7.30741e-06 0 5.40378e-06 3.79254e-06 3.30963e-06 9.21412e-06 4.19588e-06 1.67994e-05 6.61926e-06 8.66831e-06 6.77444e-06 4.05531e-06 3.59935e-06 1.3418e-05 4.91427e-06 9.64317e-35 0.00391362 9.24126e-06 4.87674e-06 5.46014e-06 4.81569e-35 1.01491e-05 5.25426e-06 5.5155e-06 2.37044e-35 1.67482e-05 9.81522e-06 5.79135e-06 9.11439e-06 2.45348e-05 4.31129e-06 5.48078e-06 4.56695e-06 1.59192e-05 Variance: 7.11497e-07 Variances/cluster: 3.21745e-08 5.14156e-08 5.45291e-08 5.44565e-08 3.32126e-08 0 2.43392e-08 2.19196e-08 2.80444e-08 3.77594e-08 4.71406e-08 4.12627e-08 4.97648e-08 9.63048e-08 2.74245e-08 2.34385e-08 2.81173e-08 5.68376e-08 2.64185e-08 6.86694e-32 0.00391989 5.21937e-08 2.24715e-08 3.9563e-08 2.67973e-31 4.28195e-08 3.45644e-08 1.37842e-07 0 4.41759e-08 5.33275e-08 2.63218e-08 2.87495e-08 2.72576e-06 2.55076e-08 3.07882e-08 1.69132e-07 7.5794e-07 -------------------------------------------------------------- Initialization seed trial #833 of 1000; initialization seed = 493578058 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 720334 Distortion: 0.000283435 Distortions/cluster: 6.52956e-06 1.19553e-05 6.57234e-06 4.81569e-35 0 5.59639e-06 2.45348e-05 4.99976e-06 6.97164e-06 9.54559e-06 2.37044e-35 1.28766e-05 1.08283e-34 7.19748e-06 9.61871e-06 9.64317e-35 1.02091e-05 7.03669e-06 1.22393e-05 5.09895e-06 6.00786e-06 1.0285e-05 1.59192e-05 5.46142e-06 0 1.27749e-35 5.32327e-06 5.86661e-06 1.39255e-05 2.13679e-05 0 5.37761e-06 5.38081e-06 1.38241e-05 9.01187e-06 8.35888e-06 5.70278e-06 1.06402e-05 Variance: 4.81869e-08 Variances/cluster: 2.94098e-08 1.20748e-07 2.37248e-08 2.67973e-31 0 3.17946e-08 2.72576e-06 2.97579e-08 3.15431e-08 8.15799e-08 0 7.52792e-08 0 3.18443e-08 4.78389e-08 6.86694e-32 5.39988e-08 6.57577e-08 4.54955e-08 2.56198e-08 2.6348e-08 5.22039e-08 7.5794e-07 2.41635e-08 0 0 2.34479e-08 4.34525e-08 3.93247e-08 6.01714e-08 0 2.90656e-08 2.74503e-08 4.93561e-08 3.01374e-08 5.84487e-08 3.01699e-08 5.37213e-08 -------------------------------------------------------------- Initialization seed trial #834 of 1000; initialization seed = 493578059 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 717535 Distortion: 0.000307515 Distortions/cluster: 6.59861e-06 2.37044e-35 9.64317e-35 9.03951e-06 5.77453e-06 1.25418e-05 1.46466e-05 8.70726e-06 8.99935e-06 9.68259e-06 4.81569e-35 7.3961e-06 0 9.95544e-06 5.64582e-06 1.2608e-05 9.68869e-06 1.27749e-35 3.30274e-05 8.43132e-06 7.93363e-06 4.35604e-05 3.49052e-06 1.3093e-05 0 6.96526e-06 1.58946e-05 9.32095e-06 0 0 6.75583e-06 1.19308e-05 1.08283e-34 1.10109e-05 7.00974e-06 0 7.8062e-06 0 Variance: 5.22806e-08 Variances/cluster: 5.49836e-08 0 6.86694e-32 5.37904e-08 5.39642e-08 3.43581e-08 3.88377e-08 5.18121e-08 6.76589e-08 4.76822e-08 2.67973e-31 3.08135e-08 0 5.23802e-08 4.41041e-08 4.79347e-08 3.30643e-08 0 3.11546e-07 1.75602e-07 2.85358e-08 2.7222e-06 3.83543e-08 3.27296e-08 0 3.46494e-08 4.41372e-08 2.69361e-08 0 0 2.6082e-08 4.84837e-08 0 2.84494e-08 3.55789e-08 0 3.9622e-08 0 -------------------------------------------------------------- Initialization seed trial #835 of 1000; initialization seed = 493578060 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 78 BIC score: 690793 Distortion: 0.000553497 Distortions/cluster: 3.10864e-06 2.37044e-35 8.61189e-06 6.96216e-06 8.21873e-06 8.83577e-06 5.45554e-06 6.68505e-06 1.29141e-05 7.66682e-06 4.81021e-06 5.78161e-06 2.37672e-06 9.64317e-35 9.48134e-06 5.01746e-06 1.08283e-34 1.36437e-05 9.77731e-06 9.16683e-06 0.000296857 1.04253e-05 0 3.73264e-05 2.85499e-06 6.70559e-06 7.03191e-06 7.3646e-06 9.24343e-06 1.27749e-35 0 8.26317e-06 1.42472e-05 2.75265e-06 8.41814e-06 6.64115e-06 0 6.85094e-06 Variance: 9.41001e-08 Variances/cluster: 3.57287e-08 0 3.69577e-08 3.03989e-08 4.08859e-08 5.10573e-08 3.84162e-08 3.02465e-08 3.73119e-08 2.59869e-08 1.65857e-07 2.55801e-08 5.28113e-08 6.86694e-32 2.7479e-08 4.4009e-08 0 4.71951e-08 5.17152e-08 5.12074e-08 1.9788e-05 3.23734e-08 0 3.65906e-07 1.0977e-07 3.25486e-08 2.46712e-08 2.77885e-08 4.71452e-08 0 0 5.40027e-08 4.25149e-08 1.14655e-07 4.83656e-08 3.45861e-08 0 2.78469e-08 -------------------------------------------------------------- Initialization seed trial #836 of 1000; initialization seed = 493578061 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 600492 Distortion: 0.0042168 Distortions/cluster: 9.38147e-06 7.81123e-06 6.09981e-06 5.16119e-06 0.00391362 6.32162e-06 9.15692e-06 8.08719e-06 5.52777e-06 4.80904e-06 2.37044e-35 4.81569e-35 3.28529e-05 1.18762e-05 7.09674e-06 5.71147e-06 6.89804e-06 0 7.4024e-06 4.12898e-06 6.01526e-06 4.35604e-05 4.41189e-06 5.68121e-06 5.60679e-06 5.96394e-06 9.68292e-06 9.64317e-35 0 0 4.40583e-06 3.18216e-06 1.19614e-05 1.45528e-05 9.85554e-06 2.10684e-05 5.22732e-06 1.36808e-05 Variance: 7.16899e-07 Variances/cluster: 4.73659e-08 3.24089e-08 4.80143e-08 3.79468e-08 0.00391989 3.36225e-08 3.08286e-08 3.13429e-08 4.80527e-08 2.40431e-08 0 2.67973e-31 3.12848e-07 4.86575e-08 5.91341e-08 3.91163e-08 5.69915e-08 0 2.37998e-08 2.8085e-08 5.46794e-08 2.7222e-06 4.24194e-08 3.59529e-08 2.45883e-08 3.33154e-08 5.14883e-08 6.86694e-32 0 0 4.31907e-08 3.6999e-08 3.32231e-08 3.95328e-08 2.18977e-07 5.67695e-08 2.43104e-08 3.42848e-08 -------------------------------------------------------------- Initialization seed trial #837 of 1000; initialization seed = 493578062 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 722421 Distortion: 0.000272579 Distortions/cluster: 5.97611e-06 2.45348e-05 8.64916e-06 4.81569e-35 1.25885e-05 7.731e-06 7.47065e-06 5.14206e-06 1.08283e-34 6.59074e-06 9.68586e-06 9.64317e-35 8.39942e-06 7.38274e-06 1.37049e-05 5.41444e-06 8.14785e-06 3.4982e-06 7.68343e-06 7.64199e-06 1.59192e-05 1.27749e-35 5.83568e-06 2.37044e-35 0 4.98736e-06 8.3858e-06 6.60973e-06 7.99093e-06 0 8.47894e-06 1.51538e-05 1.03906e-05 1.57495e-05 4.56695e-06 9.17282e-06 9.09541e-06 0 Variance: 4.63412e-08 Variances/cluster: 2.39977e-08 2.72576e-06 5.0861e-08 2.67973e-31 3.39284e-08 2.88445e-08 3.45831e-08 3.83705e-08 0 4.22446e-08 5.1504e-08 6.86694e-32 9.43662e-08 4.76152e-08 3.81628e-08 3.12937e-08 3.31184e-08 3.8021e-08 2.37856e-08 3.27953e-08 7.5794e-07 0 1.42286e-07 0 0 2.51857e-08 3.25003e-08 5.55391e-08 3.18336e-08 0 4.28195e-08 4.24337e-08 3.21659e-08 5.01417e-08 1.69132e-07 5.12409e-08 5.44471e-08 0 -------------------------------------------------------------- Initialization seed trial #838 of 1000; initialization seed = 493578063 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 717381 Distortion: 0.000300547 Distortions/cluster: 3.55612e-06 6.10648e-06 3.39414e-06 8.27684e-06 6.26521e-06 3.28529e-05 5.906e-06 9.85554e-06 4.1241e-06 2.02771e-05 4.27047e-06 1.08283e-34 4.35604e-05 8.0326e-06 9.52398e-06 6.68717e-06 9.83335e-06 1.48303e-05 5.7536e-06 9.64317e-35 2.37044e-35 1.27749e-35 6.54822e-06 3.9812e-06 7.38274e-06 5.06005e-06 9.07025e-06 8.64916e-06 6.20581e-06 0 3.2024e-06 1.61836e-05 4.11832e-06 6.03868e-06 6.52377e-06 4.81569e-35 6.64827e-06 7.82772e-06 Variance: 5.1096e-08 Variances/cluster: 2.89081e-08 3.3184e-08 3.90097e-08 3.31045e-08 3.19627e-08 3.12848e-07 2.54547e-08 2.18977e-07 2.217e-08 5.69394e-08 5.54559e-08 0 2.7222e-06 5.05157e-08 5.11878e-08 4.23205e-08 5.64964e-08 4.0069e-08 3.26876e-08 6.86694e-32 0 0 2.77442e-08 2.45724e-08 4.76152e-08 3.72032e-08 5.24244e-08 5.0861e-08 2.25646e-08 0 3.6388e-08 5.02436e-08 2.31342e-08 2.91698e-08 2.86105e-08 2.67973e-31 3.0494e-08 3.08151e-08 -------------------------------------------------------------- Initialization seed trial #839 of 1000; initialization seed = 493578064 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 722313 Distortion: 0.000273818 Distortions/cluster: 9.35515e-06 6.07818e-06 5.5092e-06 1.17314e-05 1.26437e-05 8.66831e-06 4.81569e-35 7.6132e-06 3.99301e-06 9.76921e-06 9.77505e-06 9.0803e-06 5.5155e-06 1.02623e-05 1.14466e-05 2.37044e-35 1.05292e-05 9.1553e-06 9.64317e-35 7.58735e-06 0 5.83686e-06 8.13984e-06 1.27749e-35 1.66267e-05 0 6.24143e-06 2.45348e-05 7.05346e-06 1.45286e-05 1.59192e-05 5.1536e-06 0 8.98147e-06 3.27696e-06 4.24568e-06 1.08283e-34 4.56695e-06 Variance: 4.65519e-08 Variances/cluster: 5.3749e-08 2.50104e-08 3.93482e-08 3.22263e-08 3.63206e-08 9.63048e-08 2.67973e-31 4.78664e-08 3.41251e-08 5.14129e-08 5.14311e-08 4.22305e-08 1.37842e-07 3.7314e-08 3.0934e-08 0 3.20003e-08 2.63818e-08 6.86694e-32 2.78923e-08 0 4.19879e-08 3.30859e-08 0 4.96162e-08 0 3.05917e-08 2.72576e-06 5.5975e-08 4.40115e-08 7.5794e-07 2.50145e-08 0 5.1601e-08 3.72353e-08 3.65974e-08 0 1.69132e-07 -------------------------------------------------------------- Initialization seed trial #840 of 1000; initialization seed = 493578065 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 717424 Distortion: 0.000302959 Distortions/cluster: 5.66132e-06 1.00572e-05 1.30835e-05 4.77635e-06 2.37044e-35 1.20902e-05 4.81569e-35 7.40868e-06 5.84067e-06 6.35423e-06 1.03474e-05 6.48768e-06 4.3609e-06 1.27749e-35 3.14299e-05 4.93258e-06 7.34075e-06 1.0961e-05 6.84298e-06 5.05114e-06 1.7425e-05 2.71171e-06 0 5.70605e-06 4.28794e-06 4.76745e-06 1.04956e-05 4.35604e-05 1.90183e-05 0 5.54074e-06 9.64317e-35 6.09627e-06 1.46884e-05 1.08283e-34 7.27594e-06 0 8.35888e-06 Variance: 5.15061e-08 Variances/cluster: 3.34958e-08 3.20261e-08 5.66203e-08 2.27419e-08 0 4.57925e-08 2.67973e-31 2.315e-07 2.55029e-08 2.7269e-08 4.51703e-08 3.01726e-08 2.40905e-08 0 3.11154e-07 2.63751e-08 3.38254e-08 3.32043e-08 3.78031e-08 2.25477e-08 5.76804e-08 3.08114e-08 0 3.93489e-08 2.83937e-08 2.45723e-08 5.27376e-08 2.7222e-06 6.53345e-08 0 1.38473e-07 6.86694e-32 3.331e-08 4.46312e-08 0 2.84192e-08 0 5.84487e-08 -------------------------------------------------------------- Initialization seed trial #841 of 1000; initialization seed = 493578066 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 719515 Distortion: 0.000290412 Distortions/cluster: 2.0093e-05 7.69725e-06 7.87197e-06 4.91039e-06 2.55113e-06 2.07923e-05 4.81569e-35 4.00269e-06 5.66489e-06 5.91221e-06 3.54732e-06 1.27749e-35 9.64317e-35 6.35344e-06 3.06695e-05 1.08283e-34 7.87484e-06 6.87471e-06 8.49861e-06 3.55974e-06 2.81253e-05 6.66302e-06 6.35229e-06 2.45348e-05 5.82487e-06 5.39807e-06 5.2602e-06 2.37044e-35 5.08512e-06 6.57758e-06 5.70078e-06 5.10814e-06 6.17586e-06 0 1.42826e-05 0 1.10815e-05 7.3675e-06 Variance: 4.9373e-08 Variances/cluster: 4.58597e-08 5.0636e-08 4.37296e-08 2.33801e-08 3.4012e-08 4.51857e-08 2.67973e-31 2.63312e-08 3.12947e-08 2.63915e-08 3.81403e-08 0 6.86694e-32 3.27466e-08 7.902e-08 0 6.2993e-08 5.58871e-08 8.58379e-08 2.82486e-08 6.60012e-08 3.04221e-08 2.95429e-08 2.72576e-06 4.22055e-08 2.76796e-08 3.30803e-08 0 2.8727e-08 2.68449e-08 2.218e-08 2.29044e-08 2.5946e-08 0 7.14025e-07 0 1.1423e-07 1.63672e-07 -------------------------------------------------------------- Initialization seed trial #842 of 1000; initialization seed = 493578067 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 505026 Distortion: 0.0358851 Distortions/cluster: 7.32072e-06 7.05944e-06 7.7234e-06 1.03096e-05 8.39942e-06 5.20352e-06 6.84363e-06 1.59192e-05 0.0356196 6.12142e-06 4.81569e-35 5.60624e-06 9.34851e-06 4.89178e-06 9.51005e-06 2.45348e-05 6.9625e-06 4.56695e-06 6.98283e-06 6.89351e-06 5.93564e-06 7.60915e-06 8.21346e-06 7.27643e-06 5.04223e-06 1.08283e-34 7.40189e-06 6.43856e-06 9.42917e-06 9.71275e-06 1.07378e-05 1.27749e-35 5.43567e-06 7.96741e-06 2.37044e-35 5.95942e-06 7.23449e-06 6.95955e-06 Variance: 6.10083e-06 Variances/cluster: 4.87892e-08 4.58256e-08 5.80657e-08 4.33035e-08 9.43662e-08 2.51355e-08 3.0278e-08 7.5794e-07 0.035575 2.7696e-08 2.67973e-31 2.99701e-08 2.87621e-08 4.25232e-08 2.74825e-08 2.72576e-06 3.12192e-08 1.69132e-07 5.17084e-08 4.9938e-08 3.19016e-08 3.58889e-08 2.59077e-08 3.41587e-08 4.30922e-08 0 4.3537e-08 4.37963e-08 5.15216e-08 3.97936e-08 3.93291e-08 0 1.3933e-07 2.67339e-08 0 3.31046e-08 4.46429e-08 3.5505e-08 -------------------------------------------------------------- Initialization seed trial #843 of 1000; initialization seed = 493578068 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 56 BIC score: 504491 Distortion: 0.0361788 Distortions/cluster: 9.29726e-06 1.48757e-05 2.37044e-35 4.89548e-06 1.22394e-05 1.349e-05 1.27749e-35 9.23755e-06 7.51818e-06 1.0241e-05 1.08283e-34 2.66186e-06 4.66825e-06 7.01243e-06 5.4557e-06 5.74951e-06 8.84133e-06 9.22089e-06 0.000300791 3.3413e-06 1.26076e-05 4.5178e-06 5.08288e-06 4.80756e-06 0.0356196 4.71532e-06 4.96214e-06 6.58033e-06 4.32511e-06 3.52768e-05 3.75767e-06 2.49164e-06 1.51434e-05 4.88855e-06 6.68852e-06 7.07926e-06 6.83579e-06 0 Variance: 6.15077e-06 Variances/cluster: 5.34164e-08 4.90791e-08 0 2.5495e-08 3.77726e-08 2.36612e-07 0 5.24691e-08 2.82614e-08 5.30452e-08 0 3.36914e-08 2.28815e-08 4.83576e-08 3.11722e-08 3.26641e-08 3.32353e-08 4.72714e-08 1.87971e-05 2.80749e-08 3.66382e-08 2.72133e-08 2.23896e-08 2.3e-08 0.035575 2.57645e-08 2.682e-08 4.35748e-08 2.30032e-08 3.35931e-07 2.19728e-08 3.77488e-08 4.5874e-08 4.79227e-08 5.62011e-08 4.62657e-08 5.55721e-08 0 -------------------------------------------------------------- Initialization seed trial #844 of 1000; initialization seed = 493578069 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 600368 Distortion: 0.00420731 Distortions/cluster: 1.04221e-05 6.60764e-06 6.79189e-06 6.00553e-06 9.23755e-06 4.6386e-06 3.26961e-06 4.99788e-06 7.64126e-06 8.76669e-06 3.43703e-06 5.53402e-06 5.38167e-06 4.35604e-05 7.40253e-06 1.22239e-05 5.80214e-06 6.43119e-06 9.64317e-35 5.36608e-06 1.39664e-05 0.00391362 7.9928e-06 4.81569e-35 2.37044e-35 5.83568e-06 1.00176e-05 9.67038e-06 1.4607e-05 9.19216e-06 4.28004e-06 0 3.95061e-06 8.17374e-06 0 3.14299e-05 5.11331e-06 5.93886e-06 Variance: 7.15285e-07 Variances/cluster: 5.31567e-08 3.49578e-08 2.69496e-08 2.42131e-08 5.24691e-08 3.59552e-08 3.75788e-08 2.5367e-08 2.72878e-08 3.0866e-08 3.61762e-08 3.18019e-08 3.34236e-08 2.7222e-06 3.11004e-08 3.59411e-08 2.59001e-08 5.44969e-08 6.86694e-32 3.13769e-08 4.25665e-08 0.00391989 2.50536e-08 2.67973e-31 0 1.42286e-07 3.20018e-08 5.46184e-08 4.90011e-08 4.71241e-08 4.2374e-08 0 4.15818e-08 5.37697e-08 0 3.11154e-07 1.7043e-07 3.7824e-08 -------------------------------------------------------------- Initialization seed trial #845 of 1000; initialization seed = 493578070 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 717424 Distortion: 0.000302556 Distortions/cluster: 6.10244e-06 1.04076e-05 9.76089e-06 1.40741e-05 3.35567e-05 6.43577e-06 6.46397e-06 1.08283e-34 4.94443e-06 4.35604e-05 4.81569e-35 9.09795e-06 5.81859e-06 4.95168e-06 4.61208e-06 6.26658e-06 9.05811e-06 1.17631e-05 5.6576e-06 8.80055e-06 3.31538e-06 1.27749e-35 0 1.0448e-05 1.51538e-05 4.0139e-06 4.81541e-06 7.0866e-06 9.64317e-35 1.431e-05 9.03413e-06 2.37044e-35 0 0 8.5166e-06 9.8454e-06 4.42549e-06 1.02583e-05 Variance: 5.14375e-08 Variances/cluster: 3.44739e-08 5.28265e-08 4.78321e-08 4.67539e-08 3.13581e-07 2.95193e-08 1.50277e-07 0 2.56158e-08 2.7222e-06 2.67973e-31 4.97109e-08 2.36501e-08 2.45111e-08 2.20654e-08 2.68929e-08 3.07028e-08 4.78022e-08 2.55978e-08 5.36457e-08 2.6952e-08 0 0 5.32891e-08 4.24337e-08 2.4178e-08 2.95389e-08 3.34245e-08 6.86694e-32 3.87679e-08 5.19035e-08 0 0 0 5.83279e-08 1.21539e-07 3.54008e-08 3.23574e-08 -------------------------------------------------------------- Initialization seed trial #846 of 1000; initialization seed = 493578071 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 505267 Distortion: 0.0359105 Distortions/cluster: 8.35754e-06 9.90183e-06 6.22432e-06 4.81569e-35 4.44265e-06 7.1118e-06 2.85499e-06 4.35604e-05 1.16684e-05 5.86202e-06 1.47994e-05 9.6706e-06 5.16229e-06 6.27383e-06 1.1057e-05 1.15521e-05 4.4864e-06 1.08283e-34 2.78757e-06 0.0356196 9.03088e-06 1.53139e-05 3.83969e-06 9.50413e-06 4.88671e-06 6.29016e-06 5.12709e-06 3.10001e-05 4.57492e-06 8.63561e-06 2.37044e-35 2.75265e-06 2.08423e-06 7.66992e-06 4.29544e-06 6.17321e-06 4.00199e-06 1.27749e-35 Variance: 6.10515e-06 Variances/cluster: 3.26438e-08 5.18254e-08 2.70599e-08 2.67973e-31 3.96634e-08 2.29394e-07 1.0977e-07 2.7222e-06 3.22304e-08 2.80451e-08 3.91391e-08 4.76231e-08 2.62014e-08 3.73411e-08 4.64432e-08 3.37752e-08 2.50612e-08 0 3.48419e-08 0.035575 3.71607e-08 4.27622e-08 2.13291e-08 2.71523e-08 3.324e-08 2.56719e-08 4.2722e-08 3.09968e-07 3.13314e-08 5.04843e-08 0 1.14655e-07 5.08304e-08 4.70406e-08 4.25254e-08 3.48735e-08 4.1255e-08 0 -------------------------------------------------------------- Initialization seed trial #847 of 1000; initialization seed = 493578072 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 23 BIC score: 600575 Distortion: 0.0042197 Distortions/cluster: 1.42559e-05 1.42722e-05 1.38551e-05 5.01663e-06 6.07255e-06 0 5.026e-06 1.11388e-05 2.37044e-35 7.38441e-06 2.05474e-05 6.54214e-06 4.81569e-35 6.00792e-06 7.51015e-06 5.10985e-06 5.09127e-06 0.00391362 9.64317e-35 5.15738e-06 1.13129e-05 9.99935e-06 0 9.00441e-06 4.35604e-05 5.94466e-06 8.23261e-06 6.53783e-06 6.28065e-06 5.60837e-06 3.28529e-05 0 7.99064e-06 8.46736e-06 9.24763e-06 4.85206e-06 3.19798e-06 0 Variance: 7.17392e-07 Variances/cluster: 5.70055e-08 4.82013e-08 3.80511e-08 4.64458e-08 2.37188e-08 0 3.98855e-08 9.05311e-08 0 3.31109e-08 5.75367e-08 4.7403e-08 2.67973e-31 2.86058e-08 3.20918e-08 2.64736e-08 4.75788e-08 0.00391989 6.86694e-32 3.43796e-08 3.25056e-08 5.26113e-08 0 3.39759e-08 2.7222e-06 5.50383e-08 4.9578e-08 2.75834e-08 2.41536e-08 3.13281e-08 3.12848e-07 0 2.34995e-07 2.77594e-08 3.09255e-08 3.17101e-08 3.80682e-08 0 -------------------------------------------------------------- Initialization seed trial #848 of 1000; initialization seed = 493578073 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 717445 Distortion: 0.000300342 Distortions/cluster: 7.30685e-06 7.94321e-06 6.25238e-06 8.43418e-06 6.20963e-06 9.64317e-35 8.4722e-06 4.90335e-06 1.10188e-05 8.75159e-06 5.47782e-06 4.35604e-05 0 1.06644e-05 5.15183e-06 3.69956e-06 1.11582e-05 8.17111e-06 4.81569e-35 5.86119e-06 8.79382e-06 1.27979e-05 1.08283e-34 5.89696e-06 5.28667e-06 8.29142e-06 3.38104e-05 9.58473e-06 1.36015e-05 1.27749e-35 2.37044e-35 4.6301e-06 1.11312e-05 4.73494e-06 5.11566e-06 0 4.92727e-06 8.70278e-06 Variance: 5.10612e-08 Variances/cluster: 4.45394e-08 4.99412e-08 4.63092e-08 5.85657e-08 2.64215e-08 6.86694e-32 5.36055e-08 2.39161e-08 4.44158e-08 1.90193e-07 2.76633e-08 2.7222e-06 0 5.38431e-08 2.2895e-08 2.95931e-08 3.9011e-08 2.99283e-08 2.67973e-31 3.31104e-08 4.67606e-08 4.6032e-08 0 4.12338e-08 2.27854e-08 2.83928e-08 3.13025e-07 7.26058e-08 4.23587e-08 0 0 2.24735e-08 5.70786e-08 2.69007e-08 2.82609e-08 0 2.96797e-08 3.18679e-08 -------------------------------------------------------------- Initialization seed trial #849 of 1000; initialization seed = 493578074 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 717515 Distortion: 0.000305338 Distortions/cluster: 4.02128e-06 1.33487e-05 1.12625e-05 3.87315e-06 6.46397e-06 1.41652e-05 6.60796e-06 3.53645e-06 4.35604e-05 3.19956e-06 5.32882e-06 1.35182e-05 7.3186e-06 1.65619e-05 9.64317e-35 9.66916e-06 9.63299e-06 6.6793e-06 6.56338e-06 2.88498e-06 0 6.30149e-06 1.08032e-05 7.00165e-06 3.87914e-06 2.37044e-35 7.30792e-06 3.35567e-05 1.0301e-05 1.27749e-35 4.81569e-35 7.35831e-06 6.01782e-06 1.68643e-05 0 0 7.74982e-06 1.08283e-34 Variance: 5.19106e-08 Variances/cluster: 4.14529e-08 3.40498e-08 3.23604e-08 5.30536e-08 1.50277e-07 3.52338e-08 3.8193e-08 4.98058e-08 2.7222e-06 3.55479e-08 2.5865e-08 5.2996e-08 2.3837e-08 4.28924e-08 6.86694e-32 4.76159e-08 3.59408e-08 3.53361e-08 2.48584e-08 5.54756e-08 0 3.2479e-08 5.32009e-08 2.905e-08 4.08295e-08 0 2.82134e-08 3.13581e-07 4.83569e-08 0 2.67973e-31 4.65563e-08 6.20206e-08 4.13208e-08 0 0 1.04719e-07 0 -------------------------------------------------------------- Initialization seed trial #850 of 1000; initialization seed = 493578075 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 690398 Distortion: 0.000552016 Distortions/cluster: 1.50097e-05 5.5155e-06 7.16966e-06 3.80493e-05 9.86322e-06 1.30517e-05 8.10955e-06 5.38724e-06 6.74886e-06 7.8764e-06 6.83613e-06 6.06261e-06 8.15813e-06 5.50951e-06 4.86183e-06 7.98886e-06 1.08283e-34 5.4803e-06 6.61373e-06 9.64317e-35 0 3.34947e-06 1.0242e-05 0.000296857 5.03999e-06 5.61506e-06 2.37044e-35 5.11331e-06 5.28778e-06 8.37614e-06 0 6.88651e-06 6.51878e-06 7.38179e-06 5.95004e-06 8.06571e-06 1.27749e-35 9.04003e-06 Variance: 9.38484e-08 Variances/cluster: 4.38736e-08 1.37842e-07 4.34385e-08 3.65819e-07 5.16359e-08 3.70666e-08 3.54098e-08 2.40475e-08 4.65289e-08 2.83299e-08 2.67013e-08 3.3492e-08 5.03425e-08 2.52708e-08 2.48023e-08 5.39739e-08 0 3.16749e-08 2.81411e-08 6.86694e-32 0 3.76315e-08 4.65396e-08 1.9788e-05 2.63847e-08 2.82139e-08 0 1.7043e-07 3.88776e-08 5.20101e-08 0 5.55315e-08 3.24289e-08 2.46038e-08 2.94522e-08 4.97724e-08 0 4.22397e-08 -------------------------------------------------------------- Initialization seed trial #851 of 1000; initialization seed = 493578076 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 600842 Distortion: 0.00418831 Distortions/cluster: 5.16639e-06 5.99844e-06 5.5069e-06 7.64852e-06 6.30657e-06 4.56695e-06 0 6.43368e-06 2.37044e-35 4.59367e-06 1.32913e-05 4.05738e-06 4.81569e-35 5.95438e-06 8.43668e-06 8.66831e-06 6.24561e-06 2.45348e-05 5.11736e-06 1.59192e-05 2.06393e-05 5.61378e-06 4.51063e-06 2.04317e-05 6.40084e-06 0.00391362 5.463e-06 6.10909e-06 4.53064e-06 4.35347e-06 3.57878e-06 6.06844e-06 9.64317e-35 6.27182e-06 7.45603e-06 0 2.24375e-05 1.23792e-05 Variance: 7.12056e-07 Variances/cluster: 2.55732e-08 2.82921e-08 2.41504e-08 2.6555e-08 3.15301e-08 1.69132e-07 0 2.63653e-08 0 2.68609e-08 5.31481e-08 4.22618e-08 2.67973e-31 3.06897e-08 3.6678e-08 9.63048e-08 2.35663e-08 2.72576e-06 4.56866e-08 7.5794e-07 4.71066e-08 3.00167e-08 4.29547e-08 4.40195e-08 3.26543e-08 0.00391989 3.98726e-08 1.45406e-07 3.62422e-08 3.27301e-08 3.97611e-08 5.46659e-08 6.86694e-32 2.9305e-08 3.06806e-08 0 6.65593e-08 5.59967e-08 -------------------------------------------------------------- Initialization seed trial #852 of 1000; initialization seed = 493578077 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 82 BIC score: 600025 Distortion: 0.00420417 Distortions/cluster: 3.95474e-06 7.8767e-06 8.85408e-06 6.72313e-06 7.90285e-06 6.4895e-06 4.25897e-06 1.04189e-05 1.29538e-05 5.62066e-06 3.08055e-05 8.5691e-06 8.43566e-06 9.25468e-06 7.23908e-06 4.9885e-06 3.59467e-06 5.56572e-06 6.26488e-06 4.62586e-06 5.87605e-06 6.07931e-06 6.30159e-06 0.00391362 3.87768e-06 9.64317e-35 1.21836e-05 4.81569e-35 4.35604e-05 2.37044e-35 6.72924e-06 9.74275e-06 7.40995e-06 0 7.71675e-06 4.93813e-06 5.11331e-06 6.61821e-06 Variance: 7.14751e-07 Variances/cluster: 2.39655e-08 4.9523e-08 5.14607e-08 3.09719e-08 5.19769e-08 2.39444e-08 1.18266e-07 5.26165e-08 4.6425e-08 2.53161e-08 3.08023e-07 3.69326e-08 5.8576e-08 4.62587e-08 2.63216e-08 2.78659e-08 2.06566e-08 2.85389e-08 3.19609e-08 7.70719e-08 2.88016e-08 3.97308e-08 3.24792e-08 0.00391989 2.95972e-08 6.86694e-32 4.57994e-08 2.67973e-31 2.7222e-06 0 2.78043e-08 3.4909e-08 4.48942e-08 0 2.90078e-08 3.12437e-08 1.7043e-07 4.38149e-08 -------------------------------------------------------------- Initialization seed trial #853 of 1000; initialization seed = 493578078 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 717703 Distortion: 0.000305942 Distortions/cluster: 9.74038e-06 6.12016e-06 6.89198e-06 6.38051e-06 8.59117e-06 6.29355e-06 1.27749e-35 4.81569e-35 1.12631e-05 8.9181e-06 9.64317e-35 1.18094e-05 8.65823e-06 5.5155e-06 2.37044e-35 7.40868e-06 4.35604e-05 1.58946e-05 0 1.43602e-05 0 6.99446e-06 1.00229e-05 1.08283e-34 7.48347e-06 1.37719e-05 0 1.01789e-05 0 9.01375e-06 6.16741e-06 6.65582e-06 0 3.1695e-05 6.17995e-06 1.4863e-05 1.151e-05 0 Variance: 5.20133e-08 Variances/cluster: 4.77316e-08 3.57868e-08 3.32917e-08 3.00941e-08 5.84383e-08 2.41111e-08 0 2.67973e-31 4.73088e-08 5.18327e-08 6.86694e-32 3.88431e-08 5.27782e-08 1.37842e-07 0 2.315e-07 2.7222e-06 4.41372e-08 0 4.75466e-08 0 3.00156e-08 5.24591e-08 0 2.8344e-08 3.78318e-08 0 2.99354e-08 0 2.70652e-08 2.47665e-08 2.83199e-08 0 3.10701e-07 3.98671e-08 3.89978e-08 5.48052e-08 0 -------------------------------------------------------------- Initialization seed trial #854 of 1000; initialization seed = 493578079 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 500808 Distortion: 0.03983 Distortions/cluster: 5.64186e-06 8.72006e-06 6.15129e-06 8.50215e-06 5.83568e-06 1.05418e-05 8.1597e-06 4.35604e-05 7.32784e-06 0.00391362 1.42807e-05 3.14299e-05 4.67563e-06 6.489e-06 0.0356196 9.33492e-06 6.54757e-06 9.10089e-06 2.37044e-35 5.69308e-06 6.82407e-06 8.54656e-06 4.84939e-06 6.06235e-06 6.81577e-06 0 9.8375e-06 7.67471e-06 1.08698e-05 0 0 9.56948e-06 1.29792e-05 5.11331e-06 7.71588e-06 0 7.9668e-06 4.81569e-35 Variance: 6.7715e-06 Variances/cluster: 2.37026e-08 5.28329e-08 3.05998e-08 5.86305e-08 1.42286e-07 3.24331e-08 5.16274e-08 2.7222e-06 4.60835e-08 0.00391989 4.2488e-08 3.11154e-07 4.1733e-08 3.0039e-08 0.035575 5.12868e-08 2.3721e-08 5.19883e-08 0 2.54133e-08 2.79651e-08 3.60583e-08 2.64963e-08 4.20959e-08 3.30834e-08 0 4.37186e-08 2.70212e-08 4.56567e-08 0 0 4.19675e-08 3.72843e-08 1.7043e-07 2.85749e-08 0 4.49956e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #855 of 1000; initialization seed = 493578080 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 600839 Distortion: 0.00424035 Distortions/cluster: 4.92437e-06 0.00391362 8.40391e-06 8.64304e-06 6.95262e-06 3.60492e-06 3.89466e-06 3.37347e-06 5.36418e-06 4.81569e-35 4.44505e-06 5.0848e-06 9.64317e-35 6.97413e-06 9.46845e-06 3.40226e-05 3.30274e-05 4.19136e-06 4.00211e-06 6.14171e-06 4.49316e-06 2.37044e-35 2.75142e-06 0 4.58213e-06 4.70268e-06 0 9.02119e-06 0 5.11448e-06 2.82615e-05 0 4.35604e-05 4.06552e-06 8.22932e-06 5.2296e-06 4.77531e-05 6.44399e-06 Variance: 7.20903e-07 Variances/cluster: 2.47427e-08 0.00391989 3.18303e-08 1.76336e-07 4.79448e-08 3.83472e-08 2.12804e-08 2.61486e-08 2.36287e-08 2.67973e-31 2.71016e-08 2.33221e-08 6.86694e-32 5.62381e-08 4.42415e-08 6.05191e-08 3.11546e-07 2.9514e-08 2.8584e-08 2.27451e-08 2.59695e-08 0 3.12634e-08 0 3.88282e-08 2.93887e-08 0 5.06769e-08 0 2.43525e-08 4.79665e-08 0 2.7222e-06 3.50443e-08 9.91408e-08 2.88894e-08 8.4943e-08 3.57967e-08 -------------------------------------------------------------- Initialization seed trial #856 of 1000; initialization seed = 493578081 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 717572 Distortion: 0.000303818 Distortions/cluster: 5.2715e-06 4.35604e-05 3.41295e-06 4.1371e-06 5.68513e-06 3.45609e-06 0 6.63179e-06 5.23415e-06 1.08283e-34 7.87275e-06 7.57734e-06 1.25584e-05 1.18349e-05 5.11331e-06 3.14299e-05 2.21983e-05 6.59861e-06 8.06761e-06 4.49394e-06 2.1125e-05 1.27749e-35 7.43508e-06 9.64317e-35 2.37044e-35 7.38935e-06 2.14458e-05 7.53018e-06 4.43671e-06 3.62638e-06 6.17679e-06 5.69569e-06 0 4.81569e-35 1.10883e-05 6.71854e-06 6.01569e-06 0 Variance: 5.16521e-08 Variances/cluster: 3.76505e-08 2.7222e-06 2.84379e-08 2.49193e-08 4.4067e-08 3.7976e-08 0 2.34318e-08 2.60379e-08 0 3.20003e-08 4.05169e-08 5.23098e-08 5.5545e-08 1.7043e-07 3.11154e-07 6.62429e-08 5.49836e-08 1.83294e-07 2.40291e-08 4.43656e-08 0 3.93357e-08 6.86694e-32 0 2.64828e-08 4.80692e-08 3.45391e-08 4.22518e-08 2.18431e-08 2.72082e-08 3.53737e-08 0 2.67973e-31 3.24191e-08 2.73088e-08 3.34173e-08 0 -------------------------------------------------------------- Initialization seed trial #857 of 1000; initialization seed = 493578082 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 27 BIC score: 689366 Distortion: 0.000566068 Distortions/cluster: 5.40478e-06 4.65449e-06 5.75811e-06 1.14325e-05 5.42497e-06 7.80231e-06 5.67446e-06 7.29062e-06 1.08283e-34 1.58946e-05 8.04435e-06 8.72541e-06 4.67043e-05 2.37044e-35 5.76914e-06 6.78948e-06 7.82899e-06 9.64317e-35 7.50492e-06 1.27749e-35 1.4914e-05 7.95938e-06 8.83272e-06 0 9.58906e-06 0 0.000294978 9.9381e-06 0 4.86727e-06 7.35465e-06 6.32296e-06 8.76621e-06 5.18003e-06 5.63766e-06 6.85364e-06 6.14196e-06 8.02906e-06 Variance: 9.62373e-08 Variances/cluster: 3.16038e-08 2.55716e-08 2.61709e-08 4.762e-08 2.3791e-08 3.37733e-08 3.11758e-08 3.34403e-08 0 4.41372e-08 6.09365e-08 9.48341e-08 2.74699e-06 0 2.80031e-08 2.36547e-08 5.75612e-08 6.86694e-32 3.17978e-08 0 3.90292e-08 1.69297e-07 5.28747e-08 0 4.74553e-08 0 2.86356e-06 5.22889e-08 0 2.50861e-08 4.5117e-08 2.92704e-08 5.18542e-08 3.9539e-08 2.9984e-08 2.61566e-08 3.54994e-08 5.04933e-08 -------------------------------------------------------------- Initialization seed trial #858 of 1000; initialization seed = 493578083 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 716975 Distortion: 0.000309896 Distortions/cluster: 0 7.89589e-06 7.03913e-06 8.66512e-06 8.46672e-06 1.60691e-05 8.67802e-06 8.5306e-06 2.37044e-35 4.35604e-05 9.64568e-06 9.64317e-35 7.06229e-06 8.16217e-06 1.08283e-34 9.37168e-06 1.38222e-05 1.01467e-05 4.81569e-35 9.8536e-06 9.46586e-06 0 6.50259e-06 1.52072e-05 3.27353e-05 1.0445e-05 9.04554e-06 1.27749e-35 0 0 7.95657e-06 0 7.77397e-06 1.46576e-05 6.8468e-06 5.37499e-06 6.91509e-06 0 Variance: 5.26854e-08 Variances/cluster: 0 2.58859e-08 3.3839e-08 4.75948e-08 4.65055e-08 7.17315e-08 2.99213e-08 2.72519e-08 0 2.7222e-06 3.46937e-08 6.86694e-32 2.72643e-08 4.50805e-08 0 1.83707e-07 4.65357e-08 5.3107e-08 2.67973e-31 3.21908e-08 5.91566e-08 0 4.27756e-08 4.40751e-08 3.11731e-07 3.01853e-08 3.70599e-08 0 0 0 2.79145e-08 0 5.21587e-08 4.65277e-08 2.98961e-08 4.1017e-08 4.83417e-08 0 -------------------------------------------------------------- Initialization seed trial #859 of 1000; initialization seed = 493578084 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 495090 Distortion: 0.0449025 Distortions/cluster: 6.60506e-06 4.05843e-06 8.66831e-06 5.55153e-06 8.63074e-06 5.08122e-06 7.12334e-06 5.65077e-06 6.93202e-06 7.62795e-06 6.61196e-06 1.44153e-05 1.59192e-05 5.93313e-06 4.81569e-35 1.15527e-05 1.08283e-34 7.27644e-06 6.137e-06 8.76821e-06 6.34558e-06 4.43671e-06 6.54314e-06 4.56695e-06 4.81676e-06 6.09444e-06 2.45348e-05 4.67068e-06 0.0446389 6.98459e-06 6.91095e-06 7.30461e-06 5.5155e-06 3.34319e-06 8.76693e-06 1.32907e-05 6.9412e-06 1.27749e-35 Variance: 7.63389e-06 Variances/cluster: 2.44604e-08 3.79175e-08 9.63048e-08 4.4056e-08 2.46571e-08 3.76356e-08 5.08658e-08 4.82811e-08 3.95987e-08 3.95198e-08 5.50948e-08 3.57669e-08 7.5794e-07 4.14768e-08 2.67973e-31 3.28171e-08 0 2.76647e-08 3.09849e-08 5.0667e-08 2.99221e-08 4.22518e-08 3.01492e-08 1.69132e-07 3.21012e-08 3.29399e-08 2.72576e-06 2.81333e-08 0.0422886 4.47689e-08 4.89979e-08 3.30497e-08 1.37842e-07 3.75609e-08 3.41096e-08 3.50647e-08 4.62598e-08 0 -------------------------------------------------------------- Initialization seed trial #860 of 1000; initialization seed = 493578085 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 717689 Distortion: 0.000302105 Distortions/cluster: 4.26995e-06 3.53355e-06 1.15174e-05 6.63469e-06 5.49683e-06 5.36012e-06 1.18084e-05 0 6.69235e-06 5.6389e-06 4.81569e-35 8.88001e-06 7.56714e-06 5.11168e-06 1.02455e-05 3.30274e-05 9.64317e-35 1.39671e-05 3.31087e-06 1.44484e-05 5.95678e-06 9.70304e-06 5.10719e-06 3.19273e-06 8.93726e-06 1.58946e-05 2.37044e-35 5.94397e-06 5.44628e-06 4.35604e-05 7.45806e-06 4.08502e-06 1.22589e-05 0 1.27749e-35 1.04779e-05 1.08283e-34 6.57238e-06 Variance: 5.13609e-08 Variances/cluster: 5.02305e-08 3.09933e-08 4.79739e-08 2.88438e-08 3.92597e-08 2.56435e-08 3.15705e-08 0 3.23269e-08 3.16766e-08 2.67973e-31 5.3802e-08 8.13596e-08 3.29755e-08 2.75392e-08 3.11546e-07 6.86694e-32 3.52674e-08 3.52192e-08 3.86195e-08 2.49211e-08 4.77828e-08 2.59225e-08 5.14912e-08 5.1944e-08 4.41372e-08 0 2.97164e-08 5.33916e-08 2.7222e-06 1.65685e-07 4.16803e-08 3.29511e-08 0 0 5.29018e-08 0 7.55387e-08 -------------------------------------------------------------- Initialization seed trial #861 of 1000; initialization seed = 493578086 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 600791 Distortion: 0.00422277 Distortions/cluster: 7.83373e-06 8.02864e-06 9.15815e-06 9.64317e-35 8.72078e-06 7.93227e-06 4.35604e-05 6.42818e-06 6.2805e-06 0 7.13813e-06 4.81569e-35 1.10778e-05 6.18275e-06 5.89174e-06 5.32365e-06 8.49837e-06 0.00391362 1.86529e-05 2.37044e-35 8.10683e-06 3.38104e-05 5.55976e-06 0 0 1.72662e-05 0 6.30924e-06 6.99367e-06 6.07221e-06 1.30835e-05 1.47428e-05 9.58001e-06 1.09793e-05 0 5.50387e-06 0 1.04316e-05 Variance: 7.17914e-07 Variances/cluster: 4.42543e-08 7.71923e-08 3.40422e-08 6.86694e-32 2.966e-08 4.40641e-08 2.7222e-06 2.96204e-08 2.70685e-08 0 1.58576e-07 2.67973e-31 3.31563e-08 2.37777e-08 5.40493e-08 2.57151e-08 3.3324e-08 0.00391989 6.45227e-08 0 5.7901e-08 3.13025e-07 2.41702e-08 0 0 5.71546e-08 0 3.75512e-08 2.58046e-08 4.56518e-08 5.66203e-08 4.46607e-08 2.9384e-08 4.42679e-08 0 2.95872e-08 0 4.63472e-08 -------------------------------------------------------------- Initialization seed trial #862 of 1000; initialization seed = 493578087 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 718392 Distortion: 0.00029765 Distortions/cluster: 5.43252e-06 5.7841e-06 6.68612e-06 7.81076e-06 1.17649e-05 1.2289e-05 9.01623e-06 4.65098e-06 9.67038e-06 0 7.37091e-06 1.04221e-05 3.29833e-06 9.64317e-35 4.35604e-05 8.22811e-06 8.38989e-06 1.08283e-34 2.37044e-35 6.36953e-06 8.88268e-06 1.42053e-05 4.81569e-35 5.11331e-06 0 7.20936e-06 1.43695e-05 3.14299e-05 9.23755e-06 5.02198e-06 1.27749e-35 5.65262e-06 9.19216e-06 9.05054e-06 6.79598e-06 6.38608e-06 4.3589e-06 0 Variance: 5.06035e-08 Variances/cluster: 4.41626e-08 1.41029e-07 3.18359e-08 2.79931e-08 3.33253e-08 3.59209e-08 4.98088e-08 4.34634e-08 5.46184e-08 0 2.62287e-08 5.31567e-08 3.74781e-08 6.86694e-32 2.7222e-06 3.34447e-08 2.57336e-08 0 0 4.00565e-08 2.74125e-08 4.34269e-08 2.67973e-31 1.7043e-07 0 2.94225e-08 4.83666e-08 3.11154e-07 5.24691e-08 3.71968e-08 0 2.79808e-08 4.71241e-08 3.13136e-08 3.11716e-08 5.45771e-08 4.23168e-08 0 -------------------------------------------------------------- Initialization seed trial #863 of 1000; initialization seed = 493578088 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 722463 Distortion: 0.000271787 Distortions/cluster: 6.40063e-06 5.8607e-06 1.13697e-05 8.43566e-06 1.08283e-34 9.17717e-06 5.5155e-06 8.44155e-06 7.67932e-06 1.59192e-05 1.21836e-05 1.14156e-05 7.65839e-06 9.64317e-35 4.81569e-35 2.37044e-35 1.03748e-05 7.50949e-06 7.47455e-06 0 7.587e-06 2.45348e-05 7.03646e-06 0 5.55131e-06 0 7.37642e-06 8.02025e-06 1.08041e-05 8.07921e-06 9.36146e-06 5.60006e-06 1.04189e-05 1.06716e-05 4.56695e-06 8.66831e-06 1.27749e-35 8.09433e-06 Variance: 4.62066e-08 Variances/cluster: 3.61583e-08 3.95961e-08 4.33818e-08 5.8576e-08 0 3.36051e-08 1.37842e-07 4.63672e-08 4.10622e-08 7.5794e-07 4.57994e-08 3.30855e-08 2.58707e-08 6.86694e-32 2.67973e-31 0 5.34613e-08 3.47631e-08 2.84179e-08 0 3.29841e-08 2.72576e-06 3.0326e-08 0 4.17255e-08 0 4.91603e-08 2.57863e-08 3.04315e-08 5.21084e-08 2.74498e-08 3.61175e-08 5.26165e-08 3.81093e-08 1.69132e-07 9.63048e-08 0 3.9665e-08 -------------------------------------------------------------- Initialization seed trial #864 of 1000; initialization seed = 493578089 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 550305 Distortion: 0.0129008 Distortions/cluster: 8.74299e-06 4.56695e-06 8.57653e-06 3.50213e-06 1.47468e-05 1.06149e-05 8.03661e-06 6.04745e-06 7.14532e-06 4.66989e-06 0 7.24139e-06 5.54926e-06 5.26466e-06 1.00021e-05 6.29991e-06 8.39942e-06 5.32316e-06 6.86473e-06 1.59192e-05 0.00872182 0.00391362 3.18024e-06 8.26366e-06 4.81569e-35 5.29435e-06 6.63071e-06 5.83568e-06 7.63628e-06 9.17833e-06 4.55136e-06 5.66073e-06 5.11943e-06 6.35484e-06 1.1567e-05 2.45348e-05 8.52638e-06 5.54492e-06 Variance: 2.19327e-06 Variances/cluster: 4.93796e-08 1.69132e-07 5.35872e-08 2.84693e-08 4.2484e-08 4.38597e-08 4.27441e-08 2.99352e-08 4.76201e-08 4.48988e-08 0 2.76365e-08 2.77439e-08 2.32922e-08 4.76137e-08 2.71516e-08 9.43662e-08 3.94277e-08 2.54227e-08 7.5794e-07 0.156503 0.00391989 2.8141e-08 5.00666e-08 2.67973e-31 2.64693e-08 2.39355e-08 1.42286e-07 4.49048e-08 2.88602e-08 4.21386e-08 5.8961e-08 3.01117e-08 3.24193e-08 3.50402e-08 2.72576e-06 5.19862e-08 3.50912e-08 -------------------------------------------------------------- Initialization seed trial #865 of 1000; initialization seed = 493578090 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 505095 Distortion: 0.0359138 Distortions/cluster: 3.79566e-06 4.5503e-06 9.74038e-06 3.27722e-06 8.9766e-06 9.73525e-06 6.72589e-06 6.07347e-06 4.81569e-35 5.87903e-06 5.83568e-06 6.77268e-06 1.53567e-05 1.08283e-34 5.32594e-06 3.00036e-05 7.39274e-06 4.35604e-05 7.43583e-06 1.0264e-05 5.85135e-06 1.27749e-35 3.99045e-06 1.1588e-05 1.00229e-05 6.55735e-06 2.37044e-35 5.27556e-06 9.07776e-06 0.0356196 6.54006e-06 1.48714e-05 9.20417e-06 3.55444e-06 5.73899e-06 5.59689e-06 0 5.70355e-06 Variance: 6.10572e-06 Variances/cluster: 2.9194e-08 2.55605e-08 4.77316e-08 3.76662e-08 5.1871e-08 3.70129e-08 2.56691e-08 2.3091e-08 2.67973e-31 3.45794e-08 1.42286e-07 2.76412e-08 4.27623e-08 0 4.93113e-08 3.22584e-07 2.80003e-08 2.7222e-06 3.93397e-08 3.22738e-08 1.58131e-07 0 2.38923e-08 4.82677e-08 5.24591e-08 2.76655e-08 0 3.79506e-08 5.56751e-08 0.035575 5.49537e-08 3.90198e-08 4.97477e-08 2.07838e-08 3.22382e-08 4.40662e-08 0 3.09948e-08 -------------------------------------------------------------- Initialization seed trial #866 of 1000; initialization seed = 493578091 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 25 BIC score: 717437 Distortion: 0.000304528 Distortions/cluster: 8.97674e-06 7.09058e-06 7.09208e-06 7.81749e-06 9.64317e-35 5.58335e-06 1.19161e-05 4.39169e-06 1.08283e-34 5.87418e-06 7.99591e-06 9.2409e-06 9.63377e-06 9.18037e-06 1.27749e-35 2.11824e-05 4.81569e-35 5.03581e-06 1.01148e-05 1.47518e-05 3.41863e-06 1.00377e-05 6.06978e-06 9.85554e-06 8.10607e-06 6.33229e-06 3.28529e-05 2.37044e-35 7.44041e-06 1.2526e-05 0 4.35604e-05 0 6.66303e-06 6.59861e-06 0 5.1888e-06 0 Variance: 5.17729e-08 Variances/cluster: 3.38715e-08 3.39233e-08 2.71704e-08 2.78178e-08 6.86694e-32 3.19012e-08 3.36584e-08 4.22251e-08 0 4.4163e-08 2.4753e-08 5.43418e-08 4.76766e-08 5.24423e-08 0 5.66188e-08 2.67973e-31 2.55595e-08 3.20057e-08 3.98568e-08 3.79818e-08 5.25363e-08 2.42763e-08 2.18977e-07 5.36777e-08 2.61642e-08 3.12848e-07 0 3.95734e-08 4.98884e-08 0 2.7222e-06 0 3.52508e-08 5.49836e-08 0 3.7597e-08 0 -------------------------------------------------------------- Initialization seed trial #867 of 1000; initialization seed = 493578092 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 23 BIC score: 505095 Distortion: 0.0358897 Distortions/cluster: 5.10913e-06 3.61382e-06 1.14431e-05 5.08196e-06 4.56695e-06 1.08283e-34 1.55766e-05 6.06456e-06 5.72287e-06 8.27371e-06 1.59192e-05 8.99783e-06 8.98732e-06 3.62001e-06 6.77485e-06 5.05628e-06 2.45348e-05 2.37044e-35 1.77311e-05 6.93934e-06 7.17459e-06 1.03165e-05 4.32062e-06 5.13082e-06 3.78102e-06 1.55169e-05 9.08399e-06 5.68961e-06 5.84867e-06 5.83568e-06 5.4306e-06 1.31375e-05 3.83746e-06 3.34172e-06 7.66664e-06 1.27749e-35 4.81569e-35 0.0356196 Variance: 6.10161e-06 Variances/cluster: 2.64695e-08 2.11316e-08 5.49975e-08 3.2784e-08 1.69132e-07 0 3.9927e-08 2.9154e-08 2.38432e-08 9.40102e-08 7.5794e-07 4.28433e-08 2.68247e-08 2.82788e-08 2.99737e-08 3.08283e-08 2.72576e-06 0 6.42232e-08 5.59575e-08 4.05307e-08 4.86472e-08 2.73433e-08 2.35338e-08 2.55452e-08 4.26149e-08 5.10297e-08 3.89667e-08 3.38042e-08 1.42286e-07 3.23218e-08 5.03193e-08 3.5203e-08 3.75445e-08 2.88195e-08 0 2.67973e-31 0.035575 -------------------------------------------------------------- Initialization seed trial #868 of 1000; initialization seed = 493578093 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 718326 Distortion: 0.000299274 Distortions/cluster: 5.59001e-06 7.73304e-06 6.95925e-06 9.08036e-06 3.14299e-05 6.58023e-06 4.35604e-05 8.52551e-06 1.21432e-05 9.14258e-06 5.11331e-06 1.03357e-05 1.28821e-05 6.97414e-06 0 9.64317e-35 9.89451e-06 8.26661e-06 8.21026e-06 1.21836e-05 6.50032e-06 1.08172e-05 4.81569e-35 9.60177e-06 5.58846e-06 1.36696e-05 1.27749e-35 1.08283e-34 6.32204e-06 2.37044e-35 7.03657e-06 4.39704e-06 6.75255e-06 8.19985e-06 0 0 5.7841e-06 0 Variance: 5.08797e-08 Variances/cluster: 3.42915e-08 3.49881e-08 3.41105e-08 4.32363e-08 3.11154e-07 2.79986e-08 2.7222e-06 2.75882e-08 3.29949e-08 4.73557e-08 1.7043e-07 3.29055e-08 4.30701e-08 2.91778e-08 0 6.86694e-32 5.23351e-08 5.29753e-08 5.12976e-08 4.64981e-08 5.55535e-08 4.46842e-08 2.67973e-31 2.80721e-08 4.47039e-08 3.48684e-08 0 0 4.32981e-08 0 2.98125e-08 4.39676e-08 4.32714e-08 2.57026e-08 0 0 1.41029e-07 0 -------------------------------------------------------------- Initialization seed trial #869 of 1000; initialization seed = 493578094 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 600425 Distortion: 0.00418291 Distortions/cluster: 1.41106e-05 6.81726e-06 7.93389e-06 8.68249e-06 1.14467e-05 9.64317e-35 4.25655e-06 7.24687e-06 6.22065e-06 6.7257e-06 7.62823e-06 4.16337e-06 1.00005e-05 5.63214e-06 2.45348e-05 5.87418e-06 3.44146e-06 7.06142e-06 7.33569e-06 7.07841e-06 1.25834e-05 5.5118e-06 6.77194e-06 2.37044e-35 1.59192e-05 4.32909e-06 7.78782e-06 7.5731e-06 6.74015e-06 3.52365e-06 9.33289e-06 0 8.44335e-06 4.81569e-35 1.04746e-05 7.85497e-06 0.00391362 6.25382e-06 Variance: 7.11138e-07 Variances/cluster: 3.60855e-08 1.5489e-07 6.83902e-08 5.5286e-08 4.30189e-08 6.86694e-32 2.56388e-08 4.79883e-08 3.32547e-08 3.23318e-08 5.01696e-08 2.23811e-08 5.26174e-08 5.36361e-08 2.72576e-06 4.4163e-08 3.78153e-08 3.20868e-08 2.87649e-08 3.43582e-08 3.41912e-08 4.14286e-08 3.47246e-08 0 7.5794e-07 2.36537e-08 4.01401e-08 2.45063e-08 5.52423e-08 2.86442e-08 4.18377e-08 0 4.63771e-08 2.67973e-31 1.10249e-07 2.79512e-08 0.00391989 2.85536e-08 -------------------------------------------------------------- Initialization seed trial #870 of 1000; initialization seed = 493578095 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 54 BIC score: 717907 Distortion: 0.000299945 Distortions/cluster: 0 2.37044e-35 8.07174e-06 8.43317e-06 7.81655e-06 1.12902e-05 5.23072e-06 6.43128e-06 7.46212e-06 8.3905e-06 1.27749e-35 9.64799e-06 6.6337e-06 7.3447e-06 5.05536e-06 9.05268e-06 8.06303e-06 9.64317e-35 3.29049e-05 4.35604e-05 1.0902e-05 6.53251e-06 6.05436e-06 9.44034e-06 5.54061e-06 1.18781e-05 7.2983e-06 1.2072e-05 7.78296e-06 7.52876e-06 9.78891e-06 0 6.39401e-06 0 7.01277e-06 6.33042e-06 4.81569e-35 1.08283e-34 Variance: 5.09937e-08 Variances/cluster: 0 0 5.80651e-08 3.21849e-08 7.81593e-08 3.61747e-08 4.35856e-08 3.49492e-08 4.87564e-08 2.79659e-08 0 4.34558e-08 4.48077e-08 2.96132e-08 8.02169e-08 2.68594e-08 3.53611e-08 6.86694e-32 3.10391e-07 2.7222e-06 4.58023e-08 1.51875e-07 2.55436e-08 5.12897e-08 3.33743e-08 3.36461e-08 5.06675e-08 4.50304e-08 2.47056e-08 4.79385e-08 3.42158e-08 0 5.51173e-08 0 3.04867e-08 3.0286e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #871 of 1000; initialization seed = 493578096 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 72 BIC score: 690435 Distortion: 0.000550819 Distortions/cluster: 1.08283e-34 6.58075e-06 6.02886e-06 4.36742e-06 3.73264e-05 6.74022e-06 8.06309e-06 4.76088e-06 4.80233e-06 7.05575e-06 9.61301e-06 6.33622e-06 1.22688e-05 2.59812e-06 1.27749e-35 6.99266e-06 6.12376e-06 1.4435e-05 6.1637e-06 6.8209e-06 4.78927e-06 0.000296857 6.2844e-06 5.58151e-06 6.27172e-06 6.40206e-06 7.81179e-06 8.07286e-06 9.64317e-35 7.84998e-06 1.00123e-05 5.07879e-06 2.37044e-35 7.6408e-06 5.72114e-06 0 1.0369e-05 4.99855e-06 Variance: 9.36449e-08 Variances/cluster: 0 2.76478e-08 2.36405e-08 2.29844e-08 3.65906e-07 4.46229e-08 3.06551e-08 4.40784e-08 4.17457e-08 3.04092e-08 4.25319e-08 3.29983e-08 3.5862e-08 5.64762e-08 0 2.77463e-08 3.55995e-08 4.24418e-08 4.49866e-08 2.20009e-07 4.31439e-08 1.9788e-05 1.49579e-07 2.58381e-08 3.9195e-08 2.92306e-08 5.17181e-08 2.56251e-08 6.86694e-32 3.48858e-08 4.6125e-08 4.78983e-08 0 4.89637e-08 4.39944e-08 0 4.06589e-08 2.90588e-08 -------------------------------------------------------------- Initialization seed trial #872 of 1000; initialization seed = 493578097 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 500395 Distortion: 0.0400918 Distortions/cluster: 6.8209e-06 3.73784e-06 5.35376e-06 5.99967e-06 7.69367e-06 8.72478e-06 1.51538e-05 9.80626e-06 0.0356196 8.8874e-06 6.73334e-06 5.90025e-06 4.04743e-06 0.00391362 3.46171e-06 0.000296857 3.73264e-05 1.88585e-05 1.65052e-05 2.37044e-35 5.08722e-06 9.49545e-06 3.36063e-06 0 0 0 7.41591e-06 9.37448e-06 4.27606e-06 5.3255e-06 5.88465e-06 6.00928e-06 1.47796e-05 6.2844e-06 6.46821e-06 5.03278e-06 7.96974e-06 0 Variance: 6.81602e-06 Variances/cluster: 2.20009e-07 2.25147e-08 2.29755e-08 3.22529e-08 2.88128e-08 4.23499e-08 4.24337e-08 5.15953e-08 0.035575 5.01951e-08 5.56426e-08 3.33317e-08 2.2236e-08 0.00391989 3.80377e-08 1.9788e-05 3.65906e-07 6.47855e-08 5.22151e-08 0 2.85774e-08 5.16018e-08 2.82373e-08 0 0 0 4.07431e-08 2.94769e-08 2.50033e-08 3.85875e-08 2.73679e-08 3.24798e-08 3.88812e-08 1.49579e-07 3.00821e-08 2.4548e-08 3.266e-08 0 -------------------------------------------------------------- Initialization seed trial #873 of 1000; initialization seed = 493578098 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 61 BIC score: 505512 Distortion: 0.035922 Distortions/cluster: 7.425e-06 5.95274e-06 2.37044e-35 1.09886e-05 7.21478e-06 6.62258e-06 0 0 8.45993e-06 9.6535e-06 4.35604e-05 1.0817e-05 7.93258e-06 1.39535e-05 0.0356196 0 5.01886e-06 4.53508e-06 1.19501e-05 6.40511e-06 1.10969e-05 7.88485e-06 4.32309e-06 6.3239e-06 6.52605e-06 6.76387e-06 5.99672e-06 3.30274e-05 6.87847e-06 5.64824e-06 6.20218e-06 4.81569e-35 1.43359e-05 1.27749e-35 3.26167e-06 1.08283e-34 8.82839e-06 1.48449e-05 Variance: 6.1071e-06 Variances/cluster: 2.49971e-08 4.13252e-08 0 8.58419e-08 3.16333e-08 3.31092e-08 0 0 2.53269e-08 2.01055e-07 2.7222e-06 3.27755e-08 3.5569e-08 5.42896e-08 0.035575 0 4.77839e-08 3.90827e-08 3.26476e-08 3.37072e-08 6.13035e-08 2.85658e-08 4.11587e-08 4.27155e-08 2.76503e-08 5.12261e-08 4.34401e-08 3.11546e-07 4.77518e-08 3.06869e-08 3.42551e-08 2.67973e-31 4.17923e-08 0 3.97633e-08 0 3.39524e-08 3.84549e-08 -------------------------------------------------------------- Initialization seed trial #874 of 1000; initialization seed = 493578099 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 74 BIC score: 504705 Distortion: 0.0361707 Distortions/cluster: 6.68959e-06 7.62497e-06 5.4756e-06 8.19011e-06 6.11865e-06 6.08666e-06 9.30713e-06 8.346e-06 6.1414e-06 8.12949e-06 5.88988e-06 7.2488e-06 7.55308e-06 6.49509e-06 6.94778e-06 6.2861e-06 1.27749e-35 1.08283e-34 3.45471e-05 6.2844e-06 3.91086e-06 8.30478e-06 2.37044e-35 0.000296857 1.22053e-05 6.0423e-06 6.36303e-06 7.11363e-06 6.48642e-06 5.13859e-06 0.0356196 9.05195e-06 0 0 7.47333e-06 1.005e-05 9.28699e-06 9.50185e-06 Variance: 6.14939e-06 Variances/cluster: 4.0777e-08 5.36809e-08 4.11564e-08 4.84466e-08 3.99879e-08 2.37733e-08 3.18634e-08 4.30068e-08 4.41789e-08 3.88938e-08 2.53852e-08 2.77708e-08 5.00043e-08 1.58403e-07 2.98162e-08 2.97884e-08 0 0 3.92539e-07 1.49579e-07 3.99036e-08 3.34841e-08 0 1.9788e-05 4.28116e-08 2.96165e-08 5.53259e-08 2.39495e-08 3.30903e-08 4.94065e-08 0.035575 5.05533e-08 0 0 3.36607e-08 3.21056e-08 3.47797e-08 4.13086e-08 -------------------------------------------------------------- Initialization seed trial #875 of 1000; initialization seed = 493578100 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 505286 Distortion: 0.0359161 Distortions/cluster: 9.78538e-06 4.55307e-06 0.0356196 9.53044e-06 4.57804e-06 1.22286e-05 1.01568e-05 9.39544e-06 5.64682e-06 1.05893e-05 3.14299e-05 1.27749e-35 5.11331e-06 4.81569e-35 7.36895e-06 5.22375e-06 4.89105e-06 0 1.01898e-05 8.11806e-06 5.83568e-06 8.50161e-06 2.37044e-35 8.52917e-06 5.36532e-06 6.48105e-06 4.35604e-05 8.53606e-06 4.41219e-06 7.71058e-06 8.77352e-06 1.04836e-05 8.68305e-06 1.04974e-05 0 5.81194e-06 1.08283e-34 4.60904e-06 Variance: 6.10611e-06 Variances/cluster: 3.00139e-08 2.33463e-08 0.035575 3.07407e-08 2.38415e-08 4.57961e-08 5.2609e-08 3.68416e-08 3.97632e-08 3.57629e-08 3.11154e-07 0 1.7043e-07 2.67973e-31 4.97741e-08 3.95702e-08 3.30437e-08 0 3.13503e-08 5.30433e-08 1.42286e-07 3.67914e-08 0 2.60013e-08 4.12582e-08 3.6812e-08 2.7222e-06 5.84612e-08 3.50141e-08 2.82414e-08 4.66527e-08 5.26774e-08 4.49756e-08 3.16159e-08 0 5.14284e-08 0 2.58904e-08 -------------------------------------------------------------- Initialization seed trial #876 of 1000; initialization seed = 493578101 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 721408 Distortion: 0.00027741 Distortions/cluster: 7.47455e-06 3.10726e-06 1.27749e-35 4.68707e-06 9.74432e-06 4.46748e-06 4.08822e-06 4.02178e-06 9.48349e-06 4.85932e-06 1.57237e-05 1.08283e-34 7.05858e-06 1.00747e-05 6.47549e-06 4.81569e-35 9.30359e-06 1.59192e-05 5.71053e-06 7.72556e-06 1.07574e-05 4.33962e-06 2.45348e-05 1.02142e-05 2.37044e-35 4.95146e-06 1.02845e-05 0 9.33265e-06 1.13015e-05 6.82385e-06 1.30752e-05 6.00181e-06 7.2065e-06 9.64317e-35 9.92369e-06 0 1.87378e-05 Variance: 4.71625e-08 Variances/cluster: 3.29247e-08 3.65532e-08 0 3.8103e-08 1.04766e-07 4.21425e-08 4.30313e-08 4.06208e-08 4.76404e-08 3.35098e-08 5.03802e-08 0 4.01021e-08 2.76746e-08 3.0832e-08 2.67973e-31 2.21478e-07 7.5794e-07 3.00528e-08 3.4954e-08 3.02147e-08 2.24831e-08 2.72576e-06 3.82522e-08 0 2.53899e-08 5.29958e-08 0 5.27098e-08 3.29456e-08 2.4544e-08 3.69236e-08 5.45572e-08 3.56726e-08 6.86694e-32 5.60491e-08 0 5.85363e-08 -------------------------------------------------------------- Initialization seed trial #877 of 1000; initialization seed = 493578102 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 85 BIC score: 494880 Distortion: 0.0449062 Distortions/cluster: 5.70856e-06 7.34567e-06 2.45348e-05 7.81836e-06 8.54356e-06 6.17112e-06 3.41471e-06 9.16224e-06 5.49693e-06 1.01027e-05 1.16741e-05 6.76346e-06 1.59192e-05 7.7286e-06 5.99231e-06 7.1015e-06 1.27749e-35 6.82522e-06 5.38463e-06 4.06777e-06 4.73983e-06 4.81569e-35 7.17109e-06 9.48539e-06 1.18395e-05 5.44067e-06 6.26936e-06 6.54006e-06 4.94487e-06 1.08283e-34 1.25823e-05 6.2742e-06 7.93178e-06 5.27452e-06 6.39125e-06 6.95956e-06 0.0446389 5.66243e-06 Variance: 7.63451e-06 Variances/cluster: 2.4289e-08 7.27238e-08 2.72576e-06 4.97823e-08 4.61665e-08 3.42805e-08 3.79383e-08 3.69413e-08 4.99566e-08 3.09871e-08 3.3729e-08 3.29896e-08 7.5794e-07 2.59326e-08 1.46108e-07 3.92315e-08 0 2.48168e-08 4.37737e-08 3.17767e-08 3.09764e-08 2.67973e-31 5.64465e-08 4.67111e-08 1.19579e-07 2.90911e-08 4.60941e-08 5.49537e-08 2.5486e-08 0 4.04445e-08 2.7637e-08 3.21096e-08 5.38183e-08 4.53144e-08 2.79476e-08 0.0422886 4.35429e-08 -------------------------------------------------------------- Initialization seed trial #878 of 1000; initialization seed = 493578103 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 566264 Distortion: 0.00901988 Distortions/cluster: 1.51254e-05 5.97299e-06 8.59806e-06 7.13132e-06 9.17925e-06 1.23114e-05 4.35604e-05 8.62414e-06 1.20118e-05 3.2518e-06 2.91231e-06 4.11546e-06 6.41266e-06 1.3733e-05 7.77591e-06 1.08283e-34 7.64426e-06 6.21563e-06 1.05256e-05 4.81569e-35 2.71577e-06 0.00872182 4.0897e-06 6.24858e-06 6.2287e-06 0 8.52284e-06 9.90852e-06 3.1262e-06 5.01519e-06 9.85554e-06 3.53915e-06 3.23765e-05 4.81717e-06 5.84328e-06 1.27749e-35 7.62403e-06 3.0505e-06 Variance: 1.53347e-06 Variances/cluster: 4.582e-08 2.45781e-08 4.67135e-08 4.51202e-08 3.4248e-08 3.39983e-08 2.7222e-06 5.42349e-08 3.38332e-08 2.42646e-08 2.11012e-08 3.26586e-08 4.21852e-08 7.11318e-08 5.01633e-08 0 4.96221e-08 2.57888e-08 5.36848e-08 2.67973e-31 5.22217e-08 0.156503 4.21583e-08 2.34889e-08 2.60592e-08 0 5.46173e-08 3.16535e-08 2.17072e-08 3.34318e-08 2.18977e-07 2.64084e-08 3.11277e-07 3.73394e-08 3.49864e-08 0 3.1764e-08 3.76576e-08 -------------------------------------------------------------- Initialization seed trial #879 of 1000; initialization seed = 493578104 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 689661 Distortion: 0.000565926 Distortions/cluster: 2.37044e-35 0 6.03489e-06 6.3841e-06 6.38676e-06 1.04078e-05 8.45753e-06 7.52003e-06 7.42626e-06 8.4508e-06 0 1.28067e-05 7.89489e-06 6.85736e-06 6.75367e-06 7.49989e-06 5.58562e-06 6.63797e-06 9.82714e-06 0.000297934 1.05811e-05 8.43966e-06 7.21427e-06 1.27749e-35 6.34437e-06 9.64317e-35 1.08283e-34 7.28497e-06 1.04201e-05 6.83758e-06 9.22432e-06 9.1863e-06 0 8.32064e-06 0 4.35604e-05 9.42152e-06 6.22487e-06 Variance: 9.62131e-08 Variances/cluster: 0 0 4.64073e-08 3.06892e-08 1.52017e-07 5.22966e-08 4.33581e-08 5.25718e-08 2.51715e-08 5.82764e-08 0 4.60637e-08 2.6314e-08 2.84513e-08 2.93612e-08 4.51651e-08 4.39668e-08 3.017e-08 3.3189e-08 2.86446e-06 3.26544e-08 3.65321e-08 5.04336e-08 0 3.1405e-08 6.86694e-32 0 4.36085e-08 2.80831e-08 3.27049e-08 3.00441e-08 8.50506e-08 0 3.48112e-08 0 2.7222e-06 8.19199e-08 4.6439e-08 -------------------------------------------------------------- Initialization seed trial #880 of 1000; initialization seed = 493578105 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 600701 Distortion: 0.00421119 Distortions/cluster: 6.58753e-06 1.51353e-05 4.3589e-06 6.28081e-06 4.89178e-06 3.28118e-06 9.35377e-06 7.27369e-06 3.10001e-05 5.99343e-06 6.1971e-06 7.15046e-06 4.81569e-35 6.04801e-06 0 7.23607e-06 7.68806e-06 7.05566e-06 7.87799e-06 2.37044e-35 1.08756e-05 8.73611e-06 6.19879e-06 4.52375e-06 1.57405e-05 0 0.00391362 8.50491e-06 1.81243e-05 5.77855e-06 4.35604e-05 5.18542e-06 7.28344e-06 5.79457e-06 5.71392e-06 9.64317e-35 8.1417e-06 0 Variance: 7.15946e-07 Variances/cluster: 2.8392e-08 3.95049e-08 4.23168e-08 5.4611e-08 4.25232e-08 3.77118e-08 4.7226e-08 5.19393e-08 3.09968e-07 2.53937e-08 2.53958e-08 2.87134e-08 2.67973e-31 3.25135e-08 0 3.47849e-08 2.32949e-07 2.66222e-08 4.92216e-08 0 4.02764e-08 5.32522e-08 3.29691e-08 4.30796e-08 4.26432e-08 0 0.00391989 4.0304e-08 3.14085e-08 2.84629e-08 2.7222e-06 3.70357e-08 3.34074e-08 3.94155e-08 1.428e-07 6.86694e-32 4.49673e-08 0 -------------------------------------------------------------- Initialization seed trial #881 of 1000; initialization seed = 493578106 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 72 BIC score: 600411 Distortion: 0.00420756 Distortions/cluster: 6.12241e-06 7.52977e-06 5.48799e-06 3.14299e-05 6.68336e-06 0.00391362 4.81569e-35 9.21234e-06 7.23848e-06 8.68518e-06 5.11331e-06 8.74208e-06 9.49016e-06 1.28383e-05 3.46171e-06 7.82421e-06 7.08239e-06 0 8.36558e-06 9.64317e-35 1.03748e-05 9.64909e-06 7.21358e-06 1.24497e-05 2.37044e-35 6.52204e-06 7.57466e-06 5.54074e-06 5.64378e-06 5.64771e-06 7.3961e-06 0 4.7719e-06 7.31306e-06 8.23494e-06 6.73857e-06 0 4.35604e-05 Variance: 7.15328e-07 Variances/cluster: 3.60108e-08 4.9522e-08 3.89188e-08 3.11154e-07 4.48401e-08 0.00391989 2.67973e-31 4.67589e-08 2.87213e-08 4.23633e-08 1.7043e-07 4.6734e-08 5.1573e-08 4.30679e-08 3.80377e-08 3.46174e-08 2.72368e-08 0 3.35938e-08 6.86694e-32 5.34613e-08 3.30341e-08 2.59459e-08 4.38226e-08 0 2.92443e-08 2.71462e-08 1.38473e-07 2.50813e-08 2.85213e-08 2.86646e-08 0 3.64227e-08 2.45383e-08 5.34577e-08 5.56858e-08 0 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #882 of 1000; initialization seed = 493578107 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 506049 Distortion: 0.0359054 Distortions/cluster: 5.83568e-06 5.45797e-06 1.17138e-05 5.98057e-06 4.71913e-06 3.95883e-06 1.08283e-34 2.54834e-05 8.37166e-06 4.81569e-35 2.3045e-05 7.45833e-06 6.96874e-06 2.95152e-05 5.68839e-06 8.12387e-06 7.6905e-06 6.89883e-06 8.39942e-06 4.9427e-06 2.45348e-05 4.72324e-06 0.0356196 5.8593e-06 1.27749e-35 5.96701e-06 2.37044e-35 0 8.89383e-06 4.23003e-06 4.42941e-06 4.56695e-06 1.59192e-05 0 4.68106e-06 3.27131e-06 1.84824e-05 0 Variance: 6.10428e-06 Variances/cluster: 1.42286e-07 2.58648e-08 3.44495e-08 2.73061e-08 3.54787e-08 2.95409e-08 0 4.64874e-08 2.60769e-08 2.67973e-31 6.69704e-08 2.90182e-08 4.61471e-08 5.58821e-08 3.07454e-08 4.20891e-08 3.40258e-08 3.02545e-08 9.43662e-08 2.6571e-08 2.72576e-06 2.20693e-08 0.035575 3.20148e-08 0 2.85479e-08 0 0 5.05292e-08 2.6271e-08 4.30003e-08 1.69132e-07 7.5794e-07 0 4.77616e-08 5.84114e-08 6.30595e-08 0 -------------------------------------------------------------- Initialization seed trial #883 of 1000; initialization seed = 493578108 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 505392 Distortion: 0.0358704 Distortions/cluster: 5.1908e-06 8.24827e-06 1.27749e-35 5.98036e-06 0.0356196 7.29298e-06 8.92177e-06 6.43031e-06 5.25522e-06 8.66831e-06 6.90769e-06 6.69435e-06 7.00583e-06 1.49234e-05 1.10618e-05 1.08283e-34 6.16469e-06 7.52761e-06 9.93362e-06 7.46564e-06 2.37044e-35 6.45786e-06 7.57841e-06 9.12399e-06 9.36873e-06 5.88707e-06 8.19745e-06 8.37146e-06 9.35756e-06 4.81569e-35 9.28451e-06 4.56695e-06 7.01264e-06 0 8.50215e-06 8.06669e-06 5.5155e-06 9.85484e-06 Variance: 6.09833e-06 Variances/cluster: 4.5133e-08 3.52459e-08 0 3.45655e-08 0.035575 3.73876e-08 4.69416e-08 2.82007e-08 1.75159e-06 9.63048e-08 2.9143e-08 2.92304e-08 4.51953e-08 4.12117e-08 5.39429e-08 0 2.93531e-08 2.50898e-08 3.90959e-08 3.57174e-08 0 4.0355e-07 2.63116e-08 2.76452e-08 3.10192e-08 3.03431e-08 5.02749e-08 4.54823e-08 4.352e-08 2.67973e-31 5.12917e-08 1.69132e-07 2.90955e-08 0 5.86305e-08 5.16941e-08 1.37842e-07 8.95767e-07 -------------------------------------------------------------- Initialization seed trial #884 of 1000; initialization seed = 493578109 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 61 BIC score: 717312 Distortion: 0.000304703 Distortions/cluster: 3.28529e-05 7.72616e-06 7.67963e-06 8.91576e-06 7.18976e-06 4.35604e-05 1.19482e-05 6.29803e-06 7.381e-06 8.93207e-06 6.83383e-06 5.22025e-06 9.03613e-06 8.94534e-06 7.21701e-06 9.64317e-35 1.05017e-05 9.67394e-06 9.85554e-06 6.47309e-06 3.46171e-06 5.59312e-06 2.37044e-35 4.81569e-35 0 7.57141e-06 5.38212e-06 1.52002e-05 0 5.46635e-06 9.50104e-06 7.02843e-06 1.27749e-35 0 8.00622e-06 1.08283e-34 2.12521e-05 0 Variance: 5.18027e-08 Variances/cluster: 3.12848e-07 2.85073e-08 3.47464e-08 4.24526e-08 2.94628e-08 2.7222e-06 4.89525e-08 3.26289e-08 4.10018e-08 5.51196e-08 5.60101e-08 3.89539e-08 5.1915e-08 2.75209e-08 2.54098e-08 6.86694e-32 5.3291e-08 4.76396e-08 2.18977e-07 3.30231e-08 3.80377e-08 2.62565e-08 0 2.67973e-31 0 2.83549e-08 2.66416e-08 4.03058e-08 0 3.00323e-08 5.1353e-08 2.47458e-08 0 0 4.39861e-08 0 5.6503e-08 0 -------------------------------------------------------------- Initialization seed trial #885 of 1000; initialization seed = 493578110 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 717488 Distortion: 0.000301473 Distortions/cluster: 9.52398e-06 5.62302e-06 1.08283e-34 1.48303e-05 6.96497e-06 5.26355e-06 8.9302e-06 7.38274e-06 4.35604e-05 1.90504e-06 5.42836e-06 6.19575e-06 4.81569e-35 5.59393e-06 5.23284e-06 8.68514e-06 1.61836e-05 7.50473e-06 2.02771e-05 5.19385e-06 5.48216e-06 3.0687e-06 5.48796e-06 5.5336e-06 3.28529e-05 5.67761e-06 8.70092e-06 9.83335e-06 6.35466e-06 8.64916e-06 1.27749e-35 0 0 7.0091e-06 2.37044e-35 7.03671e-06 9.64317e-35 1.15067e-05 Variance: 5.12535e-08 Variances/cluster: 5.11878e-08 2.43399e-08 0 4.0069e-08 2.97613e-08 4.53715e-08 5.07359e-08 4.76152e-08 2.7222e-06 5.01283e-08 2.5483e-08 2.40124e-08 2.67973e-31 2.32093e-08 3.90478e-08 2.66384e-08 5.02436e-08 2.78962e-08 5.69394e-08 3.07301e-08 3.28242e-08 3.60995e-08 2.93448e-08 3.274e-08 3.12848e-07 2.79656e-08 4.14296e-08 5.64964e-08 3.99629e-08 5.0861e-08 0 0 0 4.22197e-08 0 3.0328e-08 6.86694e-32 2.50105e-07 -------------------------------------------------------------- Initialization seed trial #886 of 1000; initialization seed = 493578111 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 564985 Distortion: 0.00928285 Distortions/cluster: 3.6345e-06 6.24822e-06 1.08283e-34 4.35604e-05 5.53918e-06 4.8153e-06 4.3024e-06 4.55372e-06 1.39205e-05 9.22848e-06 4.24152e-06 3.06938e-06 3.89015e-06 0 5.6749e-06 1.16885e-05 3.98504e-06 1.16188e-05 1.83378e-05 6.81968e-06 5.89586e-06 0.00872182 6.16848e-06 6.82163e-06 4.17449e-06 9.83242e-06 2.78658e-06 5.3993e-06 1.27749e-35 6.77181e-06 5.11331e-06 6.2844e-06 4.87277e-06 0.000296364 5.78628e-06 1.92534e-05 5.62743e-06 4.7478e-06 Variance: 1.57818e-06 Variances/cluster: 2.52372e-08 2.33995e-08 0 2.7222e-06 2.49491e-08 2.5208e-08 3.00841e-08 2.61682e-08 5.35231e-08 5.30201e-08 4.11763e-08 3.23061e-08 2.81869e-08 0 2.9708e-08 5.46016e-08 3.04176e-08 5.61125e-08 4.39615e-08 3.17167e-08 6.77623e-08 0.156503 4.25379e-08 3.05876e-08 5.49227e-08 3.03443e-08 3.61865e-08 2.35751e-08 0 4.9789e-08 1.7043e-07 1.49579e-07 3.38356e-08 2.99326e-06 3.11063e-08 4.38429e-08 2.64176e-08 3.68017e-08 -------------------------------------------------------------- Initialization seed trial #887 of 1000; initialization seed = 493578112 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 689378 Distortion: 0.000570645 Distortions/cluster: 1.30881e-05 9.19216e-06 1.36843e-05 4.35604e-05 8.5166e-06 9.67038e-06 1.08283e-34 5.11446e-06 1.0265e-05 5.93885e-06 6.54197e-06 9.64317e-35 0.000296926 6.31931e-06 1.27749e-35 6.27929e-06 6.57011e-06 1.2289e-05 5.38077e-06 6.00361e-06 2.37044e-35 8.88017e-06 0 0 0 1.04221e-05 1.4607e-05 9.81184e-06 0 9.57091e-06 6.71458e-06 9.23755e-06 4.9551e-06 6.14545e-06 0 5.28863e-06 1.44708e-05 5.20006e-06 Variance: 9.70154e-08 Variances/cluster: 4.6244e-08 4.71241e-08 4.63831e-08 2.7222e-06 5.83279e-08 5.46184e-08 0 2.53162e-08 5.2637e-08 3.0609e-08 2.94657e-08 6.86694e-32 2.93956e-06 2.9805e-08 0 3.9992e-08 2.51706e-08 3.59209e-08 2.29927e-08 2.45024e-08 0 3.03052e-08 0 0 0 5.31567e-08 4.90011e-08 1.92335e-07 0 8.54478e-08 2.90649e-08 5.24691e-08 3.21731e-08 3.47166e-08 0 3.07452e-08 4.41039e-08 2.3527e-08 -------------------------------------------------------------- Initialization seed trial #888 of 1000; initialization seed = 493578113 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 505075 Distortion: 0.0359175 Distortions/cluster: 6.97283e-06 3.85072e-06 7.03407e-06 6.46397e-06 4.81569e-35 1.08283e-34 7.66531e-06 7.22111e-06 5.42434e-06 5.65197e-06 5.63262e-06 5.76959e-06 0.0356196 7.96166e-06 1.084e-05 9.21595e-06 7.66129e-06 8.90627e-06 1.00475e-05 8.76864e-06 1.03588e-05 4.35604e-05 2.37044e-35 0 5.67214e-06 1.27749e-35 6.31878e-06 8.54552e-06 5.29922e-06 5.09141e-06 0 6.61516e-06 3.35567e-05 1.33973e-05 9.00941e-06 8.43612e-06 8.44156e-06 8.55079e-06 Variance: 6.10634e-06 Variances/cluster: 3.19827e-08 3.00803e-08 2.65414e-08 1.50277e-07 2.67973e-31 0 3.36167e-08 2.43114e-08 5.37031e-08 2.54571e-08 4.43475e-08 3.18731e-08 0.035575 5.72732e-08 4.33457e-08 4.72461e-08 4.5588e-08 6.59671e-08 5.25877e-08 3.65328e-08 4.37042e-08 2.7222e-06 0 0 2.82171e-08 0 2.7233e-08 3.17573e-08 2.74543e-08 2.29316e-08 0 2.76761e-08 3.13581e-07 4.22492e-08 8.04339e-08 2.90876e-08 5.4799e-08 5.14942e-08 -------------------------------------------------------------- Initialization seed trial #889 of 1000; initialization seed = 493578114 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 505063 Distortion: 0.0361774 Distortions/cluster: 9.85428e-06 8.95536e-06 8.8068e-06 1.27749e-35 0.000296857 1.21836e-05 4.73914e-06 7.38274e-06 5.89765e-06 4.62978e-06 6.50027e-06 1.04956e-05 6.17536e-06 1.08463e-05 1.07126e-05 7.77483e-06 7.37932e-06 2.37044e-35 0.0356196 3.73264e-05 4.94553e-06 5.65858e-06 0 7.83099e-06 5.67098e-06 1.28904e-05 7.48339e-06 8.35888e-06 0 9.69495e-06 1.08283e-34 0 8.79533e-06 1.32033e-05 5.11331e-06 4.85606e-06 0 6.85472e-06 Variance: 6.15053e-06 Variances/cluster: 5.1042e-08 5.42585e-08 3.77852e-08 0 1.9788e-05 4.57994e-08 2.90719e-08 4.76152e-08 3.95783e-08 2.84011e-08 2.9679e-08 5.27376e-08 1.50568e-07 3.23737e-08 3.08694e-08 2.85815e-08 4.44497e-08 0 0.035575 3.65906e-07 2.52293e-08 2.37729e-08 0 3.035e-08 3.00017e-08 4.1838e-08 4.20375e-08 5.84487e-08 0 3.47459e-08 0 0 5.14181e-08 4.88854e-08 1.7043e-07 2.13905e-08 0 3.1872e-08 -------------------------------------------------------------- Initialization seed trial #890 of 1000; initialization seed = 493578115 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 718369 Distortion: 0.000297513 Distortions/cluster: 8.31306e-06 6.37396e-06 8.70047e-06 1.20473e-05 8.54477e-06 1.07624e-05 5.11331e-06 4.35604e-05 1.38938e-05 6.79465e-06 5.5155e-06 9.64317e-35 9.31059e-06 7.88986e-06 3.1695e-05 9.00688e-06 4.81569e-35 1.46668e-05 8.08518e-06 2.37044e-35 3.37919e-06 5.80703e-06 5.30289e-06 6.24489e-06 1.08283e-34 1.27749e-35 9.38099e-06 0 1.00523e-05 7.84744e-06 6.18275e-06 0 8.03606e-06 8.04566e-06 5.1894e-06 0 5.91021e-06 5.86043e-06 Variance: 5.05803e-08 Variances/cluster: 3.31169e-08 2.75905e-08 3.19842e-08 3.26457e-08 5.30683e-08 3.37271e-08 1.7043e-07 2.7222e-06 4.45167e-08 5.5689e-08 1.37842e-07 6.86694e-32 4.31011e-08 3.25999e-08 3.10701e-07 5.1464e-08 2.67973e-31 4.6994e-08 4.56642e-08 0 3.75436e-08 6.52278e-08 3.81472e-08 2.69145e-08 0 0 3.10598e-08 0 4.99957e-08 2.42183e-08 3.32375e-08 0 2.89042e-08 4.8746e-08 3.32615e-08 0 4.40916e-08 2.43143e-08 -------------------------------------------------------------- Initialization seed trial #891 of 1000; initialization seed = 493578116 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 26 BIC score: 718132 Distortion: 0.000301615 Distortions/cluster: 6.03674e-06 8.37876e-06 5.5155e-06 9.64317e-35 1.04189e-05 2.37044e-35 1.08283e-34 7.82711e-06 6.02719e-06 9.02487e-06 1.20902e-05 1.55668e-05 8.43566e-06 0 7.36876e-06 4.81569e-35 1.13082e-05 1.01882e-05 6.24951e-06 1.07575e-05 7.80935e-06 6.1818e-06 1.27749e-35 8.75666e-06 0 0 0 0 6.8592e-06 9.72881e-06 7.41506e-06 7.40868e-06 7.05168e-06 3.1695e-05 4.35604e-05 6.86609e-06 1.33591e-05 9.72982e-06 Variance: 5.12777e-08 Variances/cluster: 2.4943e-08 4.98575e-08 1.37842e-07 6.86694e-32 5.26165e-08 0 0 3.24748e-08 3.96493e-08 3.79163e-08 4.57925e-08 4.38358e-08 5.8576e-08 0 2.87818e-08 2.67973e-31 3.84596e-08 2.77582e-08 2.60373e-08 3.09098e-08 5.13619e-08 4.61179e-08 0 5.11922e-08 0 0 0 0 3.34561e-08 4.65344e-08 3.05111e-08 2.315e-07 4.32479e-08 3.10701e-07 2.7222e-06 3.41563e-08 3.74083e-08 2.74822e-08 -------------------------------------------------------------- Initialization seed trial #892 of 1000; initialization seed = 493578117 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 501002 Distortion: 0.0398373 Distortions/cluster: 8.55711e-06 0.0356196 4.37549e-06 4.45096e-06 1.11044e-05 7.38274e-06 1.58592e-05 1.35354e-05 2.37044e-35 6.74392e-06 3.63124e-06 1.50809e-05 3.35567e-05 7.40899e-06 9.58537e-06 0 0 8.64916e-06 0.00391362 8.52625e-06 0 5.38952e-06 4.81569e-35 9.52398e-06 0 0 6.83287e-06 8.53203e-06 4.35604e-05 5.61838e-06 9.74593e-06 9.58287e-06 9.24402e-06 9.84199e-06 8.60754e-06 8.06413e-06 6.83507e-06 4.33284e-06 Variance: 6.77275e-06 Variances/cluster: 5.55607e-08 0.035575 2.35214e-08 2.37993e-08 3.08428e-08 4.76152e-08 5.01713e-08 3.80084e-08 0 3.01041e-08 3.86272e-08 4.2348e-08 3.13581e-07 2.59033e-08 3.42305e-08 0 0 5.0861e-08 0.00391989 2.89984e-08 0 3.5926e-08 2.67973e-31 5.11878e-08 0 0 1.55244e-07 3.00394e-08 2.7222e-06 2.32144e-08 5.66453e-08 4.27772e-08 8.03765e-08 5.15248e-08 4.39119e-08 3.30468e-08 5.55648e-08 2.50424e-08 -------------------------------------------------------------- Initialization seed trial #893 of 1000; initialization seed = 493578118 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 722450 Distortion: 0.000268705 Distortions/cluster: 8.64252e-06 6.02914e-06 4.31599e-06 1.59192e-05 8.58142e-06 8.66831e-06 6.34427e-06 1.22412e-05 7.23181e-06 1.27749e-35 1.08283e-34 4.56695e-06 6.13227e-06 3.5977e-06 6.55132e-06 1.15759e-05 1.02845e-05 7.67324e-06 4.81569e-35 2.45348e-05 4.36361e-06 9.37033e-06 7.79906e-06 5.79052e-06 8.91766e-06 9.80438e-06 6.90736e-06 4.27478e-06 9.23755e-06 5.41406e-06 7.89274e-06 9.07648e-06 5.5155e-06 0 7.65299e-06 9.64317e-35 2.37044e-35 1.37969e-05 Variance: 4.56825e-08 Variances/cluster: 2.60294e-08 4.15769e-08 2.53852e-08 7.5794e-07 5.91772e-08 9.63048e-08 3.54396e-08 4.33942e-08 3.09025e-08 0 0 1.69132e-07 3.06514e-08 2.87782e-08 3.37587e-08 4.53921e-08 5.29958e-08 2.88443e-08 2.67973e-31 2.72576e-06 2.37128e-08 5.35285e-08 4.12611e-08 3.38594e-08 2.95261e-08 5.13279e-08 3.41919e-08 2.26152e-08 5.24691e-08 2.62792e-08 3.27471e-08 4.70132e-08 1.37842e-07 0 2.9432e-08 6.86694e-32 0 4.67541e-08 -------------------------------------------------------------- Initialization seed trial #894 of 1000; initialization seed = 493578119 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 717166 Distortion: 0.000304189 Distortions/cluster: 6.8282e-06 1.27749e-35 1.22038e-05 7.52824e-06 5.87177e-06 6.58434e-06 0 4.4487e-06 4.35604e-05 9.85554e-06 1.08283e-34 3.77671e-06 9.36926e-06 3.28529e-05 2.37044e-35 9.64317e-35 9.33207e-06 5.48599e-06 6.28607e-06 6.01627e-06 9.30297e-06 4.63404e-06 9.77614e-06 5.19491e-06 8.43566e-06 5.59228e-06 6.25836e-06 0 2.11824e-05 1.04189e-05 7.6386e-06 5.64844e-06 1.00229e-05 0 4.81569e-35 1.46964e-05 1.21836e-05 3.20315e-06 Variance: 5.17152e-08 Variances/cluster: 3.25122e-08 0 4.95931e-08 3.34559e-08 3.02637e-08 5.77521e-08 0 2.52745e-08 2.7222e-06 2.18977e-07 0 3.28381e-08 5.26192e-08 3.12848e-07 0 6.86694e-32 2.67363e-08 2.75654e-08 2.75681e-08 3.08497e-08 5.47069e-08 2.13531e-08 4.76731e-08 2.73392e-08 5.8576e-08 2.55333e-08 2.9657e-08 0 5.66188e-08 5.26165e-08 2.86066e-08 3.92221e-08 5.24591e-08 0 2.67973e-31 3.98147e-08 4.57994e-08 2.58296e-08 -------------------------------------------------------------- Initialization seed trial #895 of 1000; initialization seed = 493578120 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 597720 Distortion: 0.00446576 Distortions/cluster: 8.40959e-06 3.54152e-05 5.73081e-06 0.00391362 0 7.44662e-06 2.37044e-35 7.91808e-06 1.07726e-05 7.0697e-06 7.0476e-06 9.64317e-35 7.98645e-06 0.000296857 1.48818e-05 8.81779e-06 8.62591e-06 6.42951e-06 6.59861e-06 0 6.2515e-06 7.41459e-06 5.85046e-06 5.72581e-06 5.17169e-06 1.10876e-05 3.41863e-06 5.41839e-06 5.35065e-06 7.10888e-06 6.43656e-06 1.18226e-05 5.7072e-06 0 5.42595e-06 7.61394e-06 6.49509e-06 5.83568e-06 Variance: 7.59226e-07 Variances/cluster: 5.49482e-08 3.93459e-07 4.40794e-08 0.00391989 0 2.47374e-08 0 3.20542e-08 3.13129e-08 2.93314e-08 4.60477e-08 6.86694e-32 2.61828e-08 1.9788e-05 4.26272e-08 4.92455e-08 2.69528e-08 3.19848e-08 5.49836e-08 0 4.25232e-08 3.92273e-08 2.53244e-08 3.25298e-08 4.92511e-08 3.5076e-08 3.79818e-08 5.58547e-08 3.34385e-08 4.70635e-08 2.71562e-08 4.67147e-08 2.73044e-08 0 3.98935e-08 4.87915e-08 1.58403e-07 1.42286e-07 -------------------------------------------------------------- Initialization seed trial #896 of 1000; initialization seed = 493578121 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 56 BIC score: 718064 Distortion: 0.000300051 Distortions/cluster: 1.21856e-05 4.35604e-05 7.00325e-06 8.93555e-06 6.89478e-06 8.08644e-06 3.28996e-06 3.31217e-05 5.19655e-06 1.21998e-05 9.64317e-35 6.52566e-06 3.81751e-06 1.27749e-35 4.79815e-06 1.01887e-05 1.06402e-05 8.09686e-06 6.57524e-06 0 9.97921e-06 9.41289e-06 8.55339e-06 5.88416e-06 9.84287e-06 1.08283e-34 8.89425e-06 8.59261e-06 2.37044e-35 0 1.26591e-05 4.81569e-35 0 3.03758e-06 1.19056e-05 8.43566e-06 6.49376e-06 5.24346e-06 Variance: 5.10117e-08 Variances/cluster: 4.28929e-08 2.7222e-06 3.16852e-08 9.50517e-08 3.31451e-08 2.66856e-08 1.2181e-07 3.12436e-07 2.73478e-08 4.24945e-08 6.86694e-32 2.63108e-08 3.63463e-08 0 4.84517e-08 5.25148e-08 3.25357e-08 2.56207e-08 3.01591e-08 0 3.37026e-08 5.08641e-08 4.67248e-08 4.42274e-08 2.74908e-08 0 3.39446e-08 7.15986e-08 0 0 4.65372e-08 2.67973e-31 0 1.21463e-07 3.36286e-08 5.8576e-08 3.58738e-08 4.09511e-08 -------------------------------------------------------------- Initialization seed trial #897 of 1000; initialization seed = 493578122 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 26 BIC score: 718665 Distortion: 0.000295349 Distortions/cluster: 8.24004e-06 1.09096e-05 4.25897e-06 1.25761e-05 6.00592e-06 3.1695e-05 5.11331e-06 5.34736e-06 2.37044e-35 1.29882e-05 6.118e-06 8.0097e-06 3.01554e-06 8.33683e-06 1.08283e-34 9.9079e-06 9.90018e-06 6.24872e-06 9.32133e-06 5.72772e-06 7.04994e-06 9.64317e-35 9.74255e-06 5.5585e-06 9.44616e-06 0 0 1.02937e-05 4.3047e-06 4.04123e-06 6.1409e-06 6.50078e-06 4.60706e-06 1.27749e-35 6.79971e-06 4.35604e-05 1.35833e-05 4.81569e-35 Variance: 5.02124e-08 Variances/cluster: 5.56709e-08 3.09026e-08 1.18266e-07 3.21612e-08 2.54466e-08 3.10701e-07 1.7043e-07 3.93154e-08 0 3.55723e-08 3.36115e-08 5.06779e-08 3.72259e-08 5.24172e-08 0 3.464e-08 2.71959e-08 2.68154e-08 3.08623e-08 6.09128e-08 3.05166e-08 6.86694e-32 5.20824e-08 3.49562e-08 4.74529e-08 0 0 4.72037e-08 4.22003e-08 4.29881e-08 5.48247e-08 3.5136e-08 3.6561e-08 0 2.56564e-08 2.7222e-06 4.07775e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #898 of 1000; initialization seed = 493578123 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 505030 Distortion: 0.0359189 Distortions/cluster: 6.2416e-06 5.44492e-06 6.38813e-06 4.12273e-06 5.98687e-06 4.35604e-05 1.25345e-05 5.31751e-06 2.37044e-35 1.27749e-35 9.58468e-06 0 5.95071e-06 6.52822e-06 3.38104e-05 9.12946e-06 8.00884e-06 3.63124e-06 8.7103e-06 0 7.09304e-06 8.80748e-06 4.81569e-35 5.4569e-06 1.08283e-34 5.24665e-06 7.44391e-06 1.3382e-05 0.0356196 8.80277e-06 7.75622e-06 5.34354e-06 5.55667e-06 1.00436e-05 9.49844e-06 1.48769e-05 9.25037e-06 5.83286e-06 Variance: 6.10658e-06 Variances/cluster: 3.30215e-08 2.94291e-08 3.37963e-08 2.2902e-08 2.58032e-08 2.7222e-06 4.30598e-08 2.95382e-08 0 0 5.09784e-08 0 2.86067e-08 2.75428e-08 3.13025e-07 5.21515e-08 4.82305e-08 3.86272e-08 2.96243e-08 0 5.62891e-08 3.39947e-08 2.67973e-31 3.38827e-08 0 2.35249e-08 1.61775e-07 4.77883e-08 0.035575 5.02853e-08 3.47782e-08 3.05318e-08 2.67117e-08 8.65756e-08 4.27823e-08 4.79745e-08 5.3765e-08 2.28719e-08 -------------------------------------------------------------- Initialization seed trial #899 of 1000; initialization seed = 493578124 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 47 BIC score: 689561 Distortion: 0.00057091 Distortions/cluster: 1.26692e-05 5.70649e-06 5.29011e-06 1.08283e-34 5.57829e-06 1.24816e-05 1.32945e-05 5.41679e-06 6.76607e-06 1.27749e-35 0 0 9.64317e-35 5.00008e-06 6.2844e-06 1.22845e-05 8.92782e-06 5.11331e-06 4.1423e-06 1.03543e-05 5.73566e-06 3.65492e-06 1.31707e-05 4.35604e-05 7.33821e-06 2.37044e-35 1.35048e-05 0 0 4.88746e-06 5.07343e-06 1.6358e-05 1.4238e-05 5.76462e-06 0 1.69042e-05 5.90394e-06 0.000295506 Variance: 9.70605e-08 Variances/cluster: 4.47635e-08 2.70426e-08 3.09336e-08 0 2.41463e-08 5.59534e-08 3.76583e-08 3.22392e-08 2.63248e-08 0 0 0 6.86694e-32 2.67357e-08 1.49579e-07 5.50833e-08 5.91196e-08 1.7043e-07 2.21487e-08 4.88255e-08 3.27719e-08 3.02024e-08 4.65359e-08 2.7222e-06 4.50157e-08 0 6.10886e-08 0 0 2.39555e-08 2.8661e-08 4.28079e-08 5.41198e-08 3.0498e-08 0 4.12164e-08 2.30602e-08 3.04613e-06 -------------------------------------------------------------- Initialization seed trial #900 of 1000; initialization seed = 493578125 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 693542 Distortion: 0.000519168 Distortions/cluster: 4.4778e-06 8.30938e-06 1.23697e-05 9.64514e-06 1.09245e-05 9.85484e-06 5.98615e-06 7.22548e-06 8.18438e-06 1.27749e-35 6.47951e-06 0.000275101 6.9927e-06 0 1.18678e-05 9.2877e-06 9.64317e-35 5.66878e-06 1.20332e-05 1.08283e-34 9.59228e-06 4.28993e-06 8.05365e-06 3.23169e-06 7.59206e-06 9.29795e-06 8.99497e-06 8.26891e-06 5.25522e-06 2.37044e-35 6.45786e-06 1.28113e-05 6.23484e-06 5.6042e-06 6.46891e-06 7.71495e-06 0 4.89178e-06 Variance: 8.82639e-08 Variances/cluster: 5.52767e-08 3.27112e-08 3.22941e-08 7.19729e-08 2.87461e-08 8.95767e-07 2.49396e-08 3.08754e-08 4.0715e-08 0 2.95838e-08 2.92633e-06 1.58875e-07 0 4.22303e-08 4.61926e-08 6.86694e-32 3.33347e-08 3.33299e-08 0 4.1155e-08 4.04675e-08 2.86582e-08 3.71429e-08 5.19848e-08 5.60075e-08 5.16786e-08 5.19893e-08 1.75159e-06 0 4.0355e-07 3.75575e-08 3.02627e-08 2.66835e-08 3.57364e-08 4.51021e-08 0 4.25232e-08 -------------------------------------------------------------- Initialization seed trial #901 of 1000; initialization seed = 493578126 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 87 BIC score: 721265 Distortion: 0.000280103 Distortions/cluster: 8.01797e-06 5.12546e-06 3.47763e-06 1.27749e-35 6.19984e-06 1.18154e-05 7.42087e-06 1.1816e-05 5.15058e-06 4.81569e-35 1.59192e-05 1.56021e-05 2.37044e-35 6.80649e-06 2.45348e-05 1.51442e-05 1.35841e-05 9.64317e-35 4.06077e-06 9.46586e-06 5.29662e-06 8.10642e-06 1.08283e-34 9.38181e-06 4.85232e-06 6.60629e-06 7.02578e-06 0 3.16718e-06 0 1.3745e-05 7.46843e-06 9.65526e-06 0 7.58257e-06 8.2231e-06 1.63364e-05 8.51498e-06 Variance: 4.76204e-08 Variances/cluster: 2.58621e-08 3.94138e-08 4.18862e-08 0 1.47568e-07 3.54703e-08 3.26882e-08 1.19342e-07 3.96069e-08 2.67973e-31 7.5794e-07 4.33354e-08 0 3.07958e-08 2.72576e-06 4.2766e-08 4.65171e-08 6.86694e-32 5.07443e-08 5.91566e-08 4.52554e-08 3.47878e-08 0 3.09604e-08 4.18166e-08 5.1596e-08 2.98934e-08 0 4.65609e-08 0 4.28155e-08 3.47338e-08 2.81462e-08 0 4.48529e-08 2.72264e-08 7.19613e-08 3.32587e-08 -------------------------------------------------------------- Initialization seed trial #902 of 1000; initialization seed = 493578127 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 78 BIC score: 717753 Distortion: 0.000304641 Distortions/cluster: 5.06075e-06 5.89798e-06 1.59623e-05 1.3265e-05 9.64317e-35 0 3.51343e-06 4.86045e-06 3.3268e-06 7.24286e-06 1.09475e-05 4.35604e-05 1.12532e-05 3.26161e-06 1.3307e-05 9.38604e-06 5.57633e-06 8.35928e-06 1.28497e-05 8.59381e-06 2.37044e-35 1.26524e-05 1.14762e-05 9.82704e-06 6.53933e-06 1.08283e-34 8.71514e-06 1.27749e-35 0 5.2956e-06 6.70778e-06 3.30274e-05 9.34473e-06 4.3499e-06 4.81569e-35 0 0 1.0481e-05 Variance: 5.17921e-08 Variances/cluster: 3.98354e-08 5.03949e-08 5.01913e-08 3.40972e-08 6.86694e-32 0 4.28326e-08 4.71743e-08 3.77921e-08 3.12156e-08 2.86552e-08 2.7222e-06 2.8778e-08 4.29027e-08 3.30169e-08 8.77133e-08 4.12928e-08 1.74102e-07 4.58879e-08 5.84563e-08 0 4.46935e-08 3.37501e-08 3.09e-08 3.69333e-08 0 3.39081e-08 0 0 4.23515e-08 2.76016e-08 3.11546e-07 3.23242e-08 4.10233e-08 2.67973e-31 0 0 5.2401e-08 -------------------------------------------------------------- Initialization seed trial #903 of 1000; initialization seed = 493578128 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 550064 Distortion: 0.0129249 Distortions/cluster: 1.0323e-05 4.35604e-05 1.479e-05 5.50695e-06 7.11094e-06 7.22932e-06 5.09908e-06 3.14299e-05 3.63986e-06 8.07174e-06 6.12055e-06 5.2198e-06 8.35691e-06 9.53927e-06 4.23733e-06 6.23165e-06 7.84215e-06 6.34982e-06 5.56239e-06 1.29152e-05 8.78592e-06 5.2011e-06 5.11331e-06 3.58142e-06 0 6.39625e-06 4.97184e-06 0.00872182 5.98017e-06 5.83568e-06 9.89929e-06 5.35206e-06 3.73539e-06 6.14432e-06 3.79975e-06 5.5553e-06 4.81569e-35 0.00391362 Variance: 2.19737e-06 Variances/cluster: 3.1566e-08 2.7222e-06 4.23643e-08 3.82396e-08 5.0062e-08 2.84594e-08 4.39548e-08 3.11154e-07 2.41022e-08 5.80651e-08 4.56718e-08 2.60964e-08 4.97275e-08 4.27734e-08 2.31522e-08 4.41817e-08 3.2006e-08 4.28904e-08 2.52814e-08 3.71006e-08 4.96334e-08 4.29702e-08 1.7043e-07 2.84206e-08 0 3.27984e-08 2.82466e-08 0.156503 3.35932e-08 1.42286e-07 4.62434e-08 2.31671e-08 4.8497e-08 2.70651e-08 2.24811e-08 3.28685e-08 2.67973e-31 0.00391989 -------------------------------------------------------------- Initialization seed trial #904 of 1000; initialization seed = 493578129 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 56 BIC score: 504843 Distortion: 0.0359119 Distortions/cluster: 6.93809e-06 6.98543e-06 4.99972e-06 5.11331e-06 5.04015e-06 8.3208e-06 3.14299e-05 1.48891e-05 3.68463e-06 3.6631e-06 8.08851e-06 5.69362e-06 6.83235e-06 8.25669e-06 1.08283e-34 1.27749e-35 0.0356196 5.83568e-06 6.59914e-06 4.81569e-35 5.20444e-06 8.22792e-06 5.30289e-06 1.31674e-05 4.35604e-05 8.32692e-06 4.82332e-06 6.67936e-06 4.96884e-06 7.10249e-06 2.37044e-35 6.87645e-06 3.64977e-06 9.01311e-06 9.28615e-06 9.00688e-06 1.02979e-05 4.50933e-06 Variance: 6.10539e-06 Variances/cluster: 3.0163e-08 5.86957e-08 3.18417e-08 1.7043e-07 2.86347e-08 4.9809e-08 3.11154e-07 4.22846e-08 2.10526e-08 2.37839e-08 2.91979e-08 3.16285e-08 5.5998e-08 5.3253e-08 0 0 0.035575 1.42286e-07 4.71215e-08 2.67973e-31 2.22393e-08 3.47139e-08 3.81472e-08 3.73953e-08 2.7222e-06 5.01461e-08 2.55179e-08 3.21093e-08 2.93983e-08 2.9591e-08 0 4.32342e-08 3.76235e-08 4.31214e-08 2.95711e-08 5.1464e-08 4.72229e-08 2.46382e-08 -------------------------------------------------------------- Initialization seed trial #905 of 1000; initialization seed = 493578130 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 505324 Distortion: 0.0359142 Distortions/cluster: 4.08043e-06 7.36771e-06 5.07549e-06 9.38476e-06 6.9304e-06 5.80325e-06 2.96628e-06 1.487e-05 1.29213e-05 4.75315e-06 7.60415e-06 5.47397e-06 1.32589e-05 1.0241e-05 0.0356196 6.25039e-06 1.27749e-35 3.14299e-05 4.35604e-05 6.21811e-06 8.5283e-06 1.90504e-06 4.17493e-06 2.37044e-35 9.3803e-06 5.11331e-06 9.23755e-06 6.89218e-06 4.61055e-06 5.83568e-06 1.20725e-05 4.81569e-35 1.3036e-05 4.83539e-06 5.67413e-06 0 1.08283e-34 5.1723e-06 Variance: 6.10578e-06 Variances/cluster: 4.20626e-08 2.42338e-08 3.7593e-08 5.4546e-08 3.44764e-08 3.31587e-08 3.53101e-08 4.24717e-08 3.76593e-08 3.68431e-08 3.00533e-08 2.41117e-08 4.76785e-08 5.30452e-08 0.035575 2.8538e-08 0 3.11154e-07 2.7222e-06 6.21754e-08 3.34414e-08 5.01283e-08 4.09271e-08 0 4.736e-08 1.7043e-07 5.24691e-08 3.2661e-08 4.43295e-08 1.42286e-07 3.27139e-08 2.67973e-31 3.40336e-08 2.39355e-08 3.0178e-08 0 0 2.48639e-08 -------------------------------------------------------------- Initialization seed trial #906 of 1000; initialization seed = 493578131 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 500297 Distortion: 0.0398271 Distortions/cluster: 1.14952e-05 5.5155e-06 3.43835e-05 4.89513e-06 6.79328e-06 5.07711e-06 6.95625e-06 5.03107e-06 5.75508e-06 1.03679e-05 4.81569e-35 9.02398e-06 4.41299e-06 4.14477e-06 7.40868e-06 0.00391362 8.56347e-06 6.34971e-06 7.51059e-06 9.23961e-06 9.12417e-06 1.03107e-05 9.16241e-06 2.37044e-35 6.95633e-06 0 9.56057e-06 5.15288e-06 6.04919e-06 0 4.00824e-06 9.72497e-06 6.29498e-06 0.0356196 6.51865e-06 8.87638e-06 4.08341e-05 8.43566e-06 Variance: 6.77101e-06 Variances/cluster: 4.67134e-08 1.37842e-07 3.33783e-07 2.58971e-08 2.8069e-08 2.30752e-08 4.54623e-08 3.33154e-08 2.76659e-08 5.31516e-08 2.67973e-31 5.06926e-08 2.16304e-08 2.36823e-08 2.315e-07 0.00391989 3.56779e-08 3.43194e-08 3.23626e-08 3.63646e-08 2.81586e-08 4.33079e-08 5.23397e-08 0 3.2054e-08 0 4.75497e-08 4.55967e-08 2.96494e-08 0 2.35758e-08 4.38025e-08 2.53808e-08 0.035575 3.32555e-08 5.28197e-08 2.72194e-06 5.8576e-08 -------------------------------------------------------------- Initialization seed trial #907 of 1000; initialization seed = 493578132 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 42 BIC score: 717336 Distortion: 0.000303698 Distortions/cluster: 1.19701e-05 3.4521e-06 1.64132e-05 0 4.35604e-05 5.43667e-06 7.31588e-06 4.10075e-06 5.36665e-06 3.57135e-06 3.95588e-06 9.64317e-35 1.04956e-05 5.6746e-06 4.44043e-06 3.14299e-05 2.23188e-05 8.35888e-06 5.74176e-06 4.81569e-35 5.83568e-06 1.94424e-05 5.11331e-06 6.89309e-06 1.08283e-34 3.24779e-06 2.37044e-35 0 6.90465e-06 1.43989e-05 1.61895e-05 1.27749e-35 5.9801e-06 7.15323e-06 3.75459e-06 5.5966e-06 4.14995e-06 5.43516e-06 Variance: 5.16317e-08 Variances/cluster: 4.56838e-08 2.55689e-08 4.08156e-08 0 2.7222e-06 2.42687e-08 2.57571e-08 2.94992e-08 3.27205e-08 2.47988e-08 3.50046e-08 6.86694e-32 5.27376e-08 3.94038e-08 2.27694e-08 3.11154e-07 5.75042e-08 5.84487e-08 5.36564e-08 2.67973e-31 1.42286e-07 6.56633e-08 1.7043e-07 2.85987e-08 0 3.45479e-08 0 0 2.82954e-08 5.80413e-08 4.28153e-08 0 3.53821e-08 2.37628e-08 2.74026e-08 2.41212e-08 2.88166e-08 3.2349e-08 -------------------------------------------------------------- Initialization seed trial #908 of 1000; initialization seed = 493578133 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 720899 Distortion: 0.000281718 Distortions/cluster: 0 1.09812e-05 8.05951e-06 1.02449e-05 4.81569e-35 2.13872e-05 5.52454e-06 1.27749e-35 4.88425e-06 1.57591e-05 2.45348e-05 3.82923e-06 5.69747e-06 8.14619e-06 1.02642e-05 3.63427e-06 9.64317e-35 9.16404e-06 3.18718e-06 1.08283e-34 1.85387e-05 5.5155e-06 2.37044e-35 0 1.59192e-05 4.56695e-06 7.61694e-06 4.64781e-06 1.10619e-05 7.73576e-06 8.66831e-06 1.46292e-05 8.39699e-06 9.36391e-06 0 4.19665e-06 4.6601e-06 1.09016e-05 Variance: 4.78949e-08 Variances/cluster: 0 3.54201e-08 3.40034e-08 3.7662e-08 2.67973e-31 5.70143e-08 3.06883e-08 0 3.17122e-08 4.10261e-08 2.72576e-06 2.05855e-08 2.33475e-08 4.45e-08 6.00194e-08 2.35967e-08 6.86694e-32 3.53792e-08 2.6338e-08 0 6.43504e-08 1.37842e-07 0 0 7.5794e-07 1.69132e-07 3.29629e-08 3.87283e-08 3.24365e-08 3.64863e-08 9.63048e-08 5.84981e-08 3.05318e-08 4.90219e-08 0 2.39787e-08 2.67798e-08 5.19083e-08 -------------------------------------------------------------- Initialization seed trial #909 of 1000; initialization seed = 493578134 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 26 BIC score: 504796 Distortion: 0.0361715 Distortions/cluster: 6.42458e-06 8.34585e-06 7.92497e-06 6.88674e-06 4.29186e-06 1.04304e-05 3.20886e-06 7.2354e-06 9.02772e-06 7.34372e-06 5.92555e-06 8.84705e-06 7.37021e-06 6.02748e-06 0.000296857 4.52112e-06 9.0721e-06 2.37044e-35 5.2913e-06 5.33734e-06 6.29886e-06 8.73537e-06 1.21559e-05 0 8.66031e-06 1.27749e-35 6.08057e-06 3.77725e-05 8.35888e-06 7.82066e-06 1.08283e-34 7.32585e-06 1.16915e-05 0 5.60333e-06 5.11331e-06 0.0356196 5.95187e-06 Variance: 6.14952e-06 Variances/cluster: 3.56888e-08 2.68332e-08 5.21224e-08 2.60838e-08 4.51626e-08 5.26747e-08 4.71734e-08 3.3966e-08 4.90592e-08 2.9849e-08 4.59198e-08 5.14198e-08 2.85643e-08 3.01274e-08 1.9788e-05 3.01309e-08 3.39669e-08 0 1.35629e-07 2.68181e-08 3.44165e-08 2.71253e-08 4.58675e-08 0 4.35052e-08 0 4.31107e-08 3.66684e-07 5.84487e-08 2.54722e-08 0 3.29964e-08 3.34013e-08 0 3.9181e-08 1.7043e-07 0.035575 4.40736e-08 -------------------------------------------------------------- Initialization seed trial #910 of 1000; initialization seed = 493578135 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 716989 Distortion: 0.000307022 Distortions/cluster: 3.41436e-06 8.82752e-06 6.79465e-06 2.37044e-35 1.57759e-05 5.45806e-06 1.73823e-05 1.03091e-05 4.81569e-35 4.19927e-06 9.64317e-35 4.56957e-06 4.86487e-06 9.69112e-06 9.78092e-06 4.14762e-06 5.77725e-06 1.31251e-05 1.10739e-05 3.14299e-05 1.15687e-05 0 6.50017e-06 4.35604e-05 6.12716e-06 9.72077e-06 1.08283e-34 0 0 7.25768e-06 1.36984e-05 5.29345e-06 5.79775e-06 1.59795e-05 5.94552e-06 0 8.95076e-06 1.27749e-35 Variance: 5.21968e-08 Variances/cluster: 3.79344e-08 3.01255e-08 5.5689e-08 0 4.00275e-08 2.34225e-08 6.34191e-08 4.86124e-08 2.67973e-31 2.25748e-08 6.86694e-32 2.62596e-08 2.29455e-08 3.0094e-08 4.36613e-08 3.14186e-08 2.83166e-08 5.0272e-08 1.97697e-07 3.11154e-07 5.50715e-08 0 2.76577e-08 2.7222e-06 3.48099e-08 7.90244e-08 0 0 0 3.47227e-08 4.58099e-08 3.16946e-08 2.97286e-08 4.41277e-08 2.60745e-08 0 5.11433e-08 0 -------------------------------------------------------------- Initialization seed trial #911 of 1000; initialization seed = 493578136 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 717241 Distortion: 0.000302296 Distortions/cluster: 3.17882e-06 1.24874e-05 7.96166e-06 1.54282e-05 2.12521e-05 5.14035e-06 4.35604e-05 3.28529e-05 0 8.6985e-06 6.44555e-06 5.90419e-06 5.76546e-06 1.01032e-05 1.27749e-35 7.10584e-06 2.37044e-35 4.96196e-06 4.31108e-06 4.81569e-35 8.01323e-06 4.2116e-06 8.99545e-06 4.92815e-06 5.04257e-06 4.84676e-06 9.58906e-06 1.08283e-34 8.33667e-06 3.94214e-06 9.64317e-35 1.05028e-05 0 8.58255e-06 6.01237e-06 6.69662e-06 1.15067e-05 5.93202e-06 Variance: 5.13934e-08 Variances/cluster: 2.76387e-08 5.07455e-08 5.72732e-08 4.03747e-08 5.6503e-08 2.76339e-08 2.7222e-06 3.12848e-07 0 5.176e-08 4.57092e-08 3.33536e-08 3.41117e-08 5.26038e-08 0 2.77548e-08 0 2.97097e-08 2.33007e-08 2.67973e-31 2.86162e-08 2.25192e-08 5.38488e-08 2.54006e-08 3.25299e-08 4.40587e-08 4.74553e-08 0 4.02701e-08 2.43313e-08 6.86694e-32 4.32179e-08 0 2.8798e-08 3.13117e-08 3.98576e-08 2.50105e-07 2.35377e-08 -------------------------------------------------------------- Initialization seed trial #912 of 1000; initialization seed = 493578137 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 23 BIC score: 490846 Distortion: 0.0488399 Distortions/cluster: 7.92634e-06 6.83277e-06 5.66521e-06 6.18488e-06 5.30535e-06 4.80273e-06 4.67503e-06 4.82365e-06 3.6968e-06 4.73251e-06 5.49799e-06 5.23972e-06 4.81569e-35 5.5786e-06 3.10001e-05 7.31151e-06 8.72923e-06 7.42369e-06 5.25589e-06 1.07887e-05 0.00391362 0.0446389 7.04061e-06 7.89975e-06 8.75982e-06 5.39264e-06 6.44206e-06 6.25614e-06 5.25806e-06 6.83236e-06 2.94209e-06 5.59827e-06 7.32035e-06 1.16544e-05 7.60429e-06 8.36264e-06 4.35604e-05 4.93923e-06 Variance: 8.30328e-06 Variances/cluster: 5.74323e-08 4.29595e-08 2.44163e-08 2.82391e-08 2.45597e-08 4.44669e-08 2.99583e-08 4.22988e-08 2.67859e-08 3.2191e-08 3.10586e-08 4.19144e-08 2.67973e-31 2.73436e-08 3.09968e-07 5.18392e-08 2.91922e-08 3.86617e-08 2.90347e-08 4.10085e-08 0.00391989 0.0422886 4.51174e-08 5.26484e-08 4.25093e-08 1.7394e-07 3.02345e-08 6.65485e-08 2.47992e-08 2.37214e-08 2.88415e-08 1.43498e-07 4.84636e-08 3.1753e-08 3.30593e-08 4.2232e-08 2.7222e-06 4.2212e-08 -------------------------------------------------------------- Initialization seed trial #913 of 1000; initialization seed = 493578138 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 25 BIC score: 689944 Distortion: 0.000554009 Distortions/cluster: 9.35069e-06 6.62442e-06 6.74297e-06 5.23236e-06 5.74027e-06 5.74528e-06 8.60004e-06 9.09491e-06 8.61694e-06 8.75457e-06 4.15266e-06 0.000300791 3.78943e-06 5.36762e-06 1.19732e-05 3.77261e-06 6.19863e-06 5.60775e-06 8.60882e-06 1.00005e-05 8.03975e-06 6.19715e-06 7.02071e-06 1.27749e-35 6.14503e-06 5.91003e-06 9.64317e-35 2.37044e-35 7.07323e-06 7.94855e-06 3.62871e-05 5.62926e-06 8.50465e-06 0 6.15984e-06 1.08283e-34 7.37507e-06 6.95344e-06 Variance: 9.41872e-08 Variances/cluster: 4.45123e-08 3.32858e-08 5.57222e-08 2.68299e-08 2.53972e-08 2.65962e-08 4.40992e-08 2.69049e-08 1.07704e-07 4.68008e-08 3.32184e-08 1.87971e-05 3.94701e-08 3.15711e-08 4.14166e-08 2.65653e-08 2.59334e-08 3.06334e-08 5.51683e-08 5.26174e-08 5.08682e-08 2.68251e-08 3.03891e-08 0 1.46264e-07 3.06119e-08 6.86694e-32 0 3.38401e-08 5.06239e-08 3.35956e-07 2.82853e-08 3.66548e-08 0 4.27627e-08 0 6.82815e-08 2.34102e-08 -------------------------------------------------------------- Initialization seed trial #914 of 1000; initialization seed = 493578139 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 57 BIC score: 717757 Distortion: 0.000300476 Distortions/cluster: 4.86387e-06 3.14299e-05 5.82558e-06 6.55201e-06 0 1.31054e-05 9.64317e-35 1.03963e-05 9.80438e-06 5.50239e-06 5.83568e-06 5.54765e-06 5.48837e-06 5.84544e-06 1.08283e-34 8.93142e-06 4.35604e-05 8.43566e-06 5.11331e-06 1.14431e-05 6.62407e-06 1.27749e-35 1.77311e-05 6.14645e-06 2.37044e-35 4.81569e-35 7.44718e-06 4.70501e-06 6.02274e-06 6.23154e-06 5.18604e-06 5.17936e-06 1.54542e-05 1.03563e-05 6.12097e-06 1.559e-05 0 0 Variance: 5.1084e-08 Variances/cluster: 2.89491e-08 3.11154e-07 2.44751e-08 4.14647e-08 0 5.01962e-08 6.86694e-32 4.87934e-08 5.13279e-08 2.63246e-08 1.42286e-07 2.40137e-08 3.15396e-08 3.41805e-08 0 4.19276e-08 2.7222e-06 5.8576e-08 1.7043e-07 5.49975e-08 4.30101e-08 0 6.42232e-08 2.96895e-08 0 2.67973e-31 2.87511e-08 2.50237e-08 3.10423e-08 3.84629e-08 2.27438e-08 2.33278e-08 4.27954e-08 4.46358e-08 2.52911e-08 3.97575e-08 0 0 -------------------------------------------------------------- Initialization seed trial #915 of 1000; initialization seed = 493578140 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 601073 Distortion: 0.00418821 Distortions/cluster: 5.59604e-06 1.83093e-05 0.00391362 5.11428e-06 6.53489e-06 0 1.00635e-05 4.56695e-06 6.0078e-06 4.81569e-35 9.89784e-06 6.1835e-06 4.3589e-06 1.59192e-05 1.39874e-05 2.45348e-05 4.48231e-06 5.38033e-06 2.37044e-35 1.17121e-05 6.98511e-06 7.60237e-06 7.05508e-06 6.54528e-06 1.46812e-05 3.23666e-06 5.3582e-06 0 0 6.26278e-06 5.23846e-06 8.93325e-06 8.30966e-06 5.04137e-06 1.69797e-05 9.64317e-35 5.745e-06 1.39678e-05 Variance: 7.12039e-07 Variances/cluster: 3.91298e-08 5.70202e-08 0.00391989 3.73274e-08 3.12638e-08 0 2.7344e-08 1.69132e-07 2.49259e-08 2.67973e-31 3.15186e-08 5.47164e-08 4.23168e-08 7.5794e-07 5.80204e-08 2.72576e-06 4.30955e-08 2.51395e-08 0 3.13971e-08 2.93467e-08 3.19323e-08 3.22043e-08 3.53766e-08 4.32933e-08 3.76326e-08 2.55122e-08 0 0 4.78032e-08 7.07663e-08 9.81574e-08 3.28416e-08 1.32624e-07 6.0623e-08 6.86694e-32 3.28258e-08 3.59965e-08 -------------------------------------------------------------- Initialization seed trial #916 of 1000; initialization seed = 493578141 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 505232 Distortion: 0.0359203 Distortions/cluster: 1.44484e-05 4.70301e-06 0 1.0101e-05 9.70304e-06 9.24141e-06 1.53139e-05 3.37734e-06 5.27312e-06 0.0356196 6.25327e-06 5.67505e-06 9.74358e-06 4.1933e-06 2.37044e-35 8.92687e-06 4.81569e-35 4.35329e-06 7.65247e-06 6.46397e-06 1.15965e-05 5.36713e-06 4.35604e-05 1.27749e-35 9.27382e-06 8.98829e-06 4.42185e-06 0 1.03302e-05 8.49792e-06 1.15174e-05 5.04783e-06 1.08283e-34 6.79465e-06 3.55847e-06 9.04831e-06 3.35567e-05 3.76269e-06 Variance: 6.10682e-06 Variances/cluster: 3.86195e-08 2.81593e-08 0 3.18613e-08 4.77828e-08 7.96611e-08 4.27622e-08 3.79446e-08 2.47543e-08 0.035575 2.6053e-08 3.15253e-08 4.36896e-08 2.2542e-08 0 3.39395e-08 2.67973e-31 2.32771e-08 9.10925e-08 1.50277e-07 3.313e-08 2.32323e-08 2.7222e-06 0 5.58496e-08 5.10659e-08 2.94763e-08 0 5.2688e-08 2.96069e-08 4.79739e-08 3.27751e-08 0 5.5689e-08 2.91644e-08 5.1985e-08 3.13581e-07 2.525e-08 -------------------------------------------------------------- Initialization seed trial #917 of 1000; initialization seed = 493578142 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 717923 Distortion: 0.000297639 Distortions/cluster: 5.21669e-06 0 6.40246e-06 9.64317e-35 1.05089e-05 6.11084e-06 8.48605e-06 7.35761e-06 4.35604e-05 5.17014e-06 3.30325e-06 7.86792e-06 6.878e-06 6.77904e-06 5.50113e-06 1.08283e-34 8.44531e-06 2.59812e-06 8.71738e-06 8.83039e-06 1.1012e-05 7.67315e-06 4.5073e-06 1.27749e-35 4.88943e-06 4.99287e-06 1.199e-05 8.79259e-06 3.25722e-05 1.03116e-05 4.81569e-35 5.03765e-06 6.94865e-06 1.06604e-05 6.56143e-06 2.37044e-35 1.18217e-05 8.13441e-06 Variance: 5.06017e-08 Variances/cluster: 5.43372e-08 0 2.62373e-08 6.86694e-32 4.7547e-08 4.66325e-08 2.56354e-08 3.406e-08 2.7222e-06 4.30807e-08 4.02702e-08 5.21014e-08 3.33851e-08 3.37231e-08 2.6964e-08 0 4.07952e-08 5.64762e-08 5.09624e-08 3.21077e-08 4.95869e-08 5.14822e-08 4.09628e-08 0 4.44455e-08 3.9613e-08 2.14058e-07 2.64806e-08 3.13158e-07 4.09059e-08 2.67973e-31 3.09032e-08 3.0208e-08 3.30961e-08 4.43198e-08 0 3.35815e-08 2.8242e-08 -------------------------------------------------------------- Initialization seed trial #918 of 1000; initialization seed = 493578143 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 690028 Distortion: 0.000559075 Distortions/cluster: 4.80486e-06 4.89838e-06 8.67354e-06 0.000300791 5.89886e-06 9.33526e-06 9.85554e-06 7.87799e-06 7.3918e-06 0 3.60932e-06 3.44852e-06 5.8266e-06 7.50399e-06 3.55643e-05 7.47346e-06 4.37618e-06 9.64317e-35 2.97127e-06 8.2393e-06 7.27369e-06 4.12252e-06 4.95398e-06 8.78797e-06 6.30506e-06 7.77969e-06 1.64905e-05 6.13861e-06 2.37044e-35 6.96161e-06 1.15565e-05 0 1.27749e-35 5.67236e-06 8.75226e-06 2.12521e-05 4.48765e-06 1.08283e-34 Variance: 9.50485e-08 Variances/cluster: 4.36768e-08 3.73892e-08 5.31951e-08 1.87971e-05 2.7822e-08 4.71325e-08 2.18977e-07 4.92216e-08 3.04154e-08 0 5.30736e-08 3.8744e-08 3.31025e-08 3.20655e-08 3.35473e-07 3.27755e-08 2.97675e-08 6.86694e-32 3.66794e-08 4.5009e-08 5.19393e-08 2.3289e-08 4.26927e-08 2.67895e-08 2.56281e-08 2.44623e-08 4.16293e-08 3.37255e-08 0 5.84955e-08 3.3301e-08 0 0 3.70711e-08 3.0282e-08 5.6503e-08 4.23337e-08 0 -------------------------------------------------------------- Initialization seed trial #919 of 1000; initialization seed = 493578144 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 690771 Distortion: 0.000563116 Distortions/cluster: 7.71279e-06 9.58233e-06 5.11331e-06 3.46171e-06 1.08989e-05 5.54074e-06 6.99165e-06 1.19279e-05 1.27833e-05 0 1.52227e-05 9.64317e-35 2.37044e-35 5.77347e-06 0 1.14212e-05 1.08283e-34 9.14258e-06 0 9.89451e-06 9.52403e-06 7.60668e-06 3.77725e-05 1.27749e-35 1.01963e-05 0 6.70491e-06 0 8.25699e-06 7.48824e-06 1.09967e-05 0 1.24497e-05 1.19244e-05 8.26661e-06 9.60479e-06 0.000296857 0 Variance: 9.57355e-08 Variances/cluster: 2.83534e-08 3.30317e-08 1.7043e-07 3.80377e-08 2.84543e-08 1.38473e-07 4.48036e-08 4.24344e-08 3.2197e-08 0 4.95807e-08 6.86694e-32 0 3.90068e-08 0 3.13742e-08 0 4.73557e-08 0 5.23351e-08 5.14773e-08 3.05463e-08 3.66684e-07 0 3.60262e-08 0 5.58694e-08 0 5.12691e-08 3.15923e-08 2.88595e-08 0 4.38226e-08 3.42622e-08 5.29753e-08 4.26845e-08 1.9788e-05 0 -------------------------------------------------------------- Initialization seed trial #920 of 1000; initialization seed = 493578145 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 70 BIC score: 499461 Distortion: 0.0400795 Distortions/cluster: 6.50126e-06 0.0356196 5.85816e-06 6.89279e-06 0.00391362 6.95732e-06 7.43515e-06 5.06423e-06 5.48943e-06 9.68385e-06 7.89975e-06 4.87292e-06 3.85649e-06 1.19674e-05 3.61859e-05 3.53318e-06 5.46528e-06 5.64436e-06 6.92233e-06 2.37044e-35 3.8627e-06 4.03143e-06 6.66592e-06 7.93683e-06 5.7841e-06 4.82365e-06 7.39609e-06 5.61612e-06 1.02052e-05 5.56424e-06 5.58557e-06 4.57518e-06 8.43566e-06 7.21818e-06 1.09355e-05 0.000296857 5.4482e-06 5.1645e-06 Variance: 6.81393e-06 Variances/cluster: 2.79e-08 0.035575 3.30861e-08 4.3066e-08 0.00391989 3.297e-08 3.39475e-08 2.31223e-08 2.81485e-08 4.05053e-08 5.26484e-08 2.53775e-08 2.53687e-08 4.56733e-08 3.80863e-07 2.91964e-08 2.51834e-08 2.93881e-08 4.80563e-08 0 2.18206e-08 2.27739e-08 1.75405e-07 2.8964e-08 1.41029e-07 4.22988e-08 5.20695e-08 3.15485e-08 5.23306e-08 3.16119e-08 4.1983e-08 2.51361e-08 5.8576e-08 5.55194e-08 4.25366e-08 1.9788e-05 4.03538e-08 2.66185e-08 -------------------------------------------------------------- Initialization seed trial #921 of 1000; initialization seed = 493578146 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 69 BIC score: 600573 Distortion: 0.00421723 Distortions/cluster: 5.74343e-06 7.22197e-06 1.75052e-05 6.15049e-06 7.42881e-06 5.20716e-06 5.08719e-06 5.53928e-06 8.47316e-06 5.65538e-06 9.64317e-35 0.00391362 1.69759e-05 4.35604e-05 2.37044e-35 3.14299e-05 6.63449e-06 6.60783e-06 1.39893e-05 0 6.59925e-06 4.52589e-06 7.24022e-06 1.06393e-05 0 5.6275e-06 5.78542e-06 8.70378e-06 7.19121e-06 7.33414e-06 1.14099e-05 0 4.81569e-35 1.10739e-05 3.19128e-06 7.36678e-06 1.3709e-05 0 Variance: 7.16972e-07 Variances/cluster: 2.82903e-08 2.5338e-08 4.18649e-08 3.1218e-08 3.20179e-08 2.65644e-08 4.46207e-08 5.3259e-08 6.72419e-08 2.53582e-08 6.86694e-32 0.00391989 4.40786e-08 2.7222e-06 0 3.11154e-07 2.82294e-08 5.50605e-08 5.33776e-08 0 8.04712e-08 3.07855e-08 2.46244e-08 4.92404e-08 0 3.14357e-08 3.34384e-08 2.68604e-08 2.98355e-08 3.98561e-08 5.48379e-08 0 2.67973e-31 1.97697e-07 3.71049e-08 2.91152e-08 6.11819e-08 0 -------------------------------------------------------------- Initialization seed trial #922 of 1000; initialization seed = 493578147 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 72 BIC score: 717934 Distortion: 0.000299346 Distortions/cluster: 5.74457e-06 5.13205e-06 1.3916e-05 4.79144e-06 4.81569e-35 4.74347e-06 9.01567e-06 9.61399e-06 4.45882e-06 1.02493e-05 6.05502e-06 1.27749e-35 7.69158e-06 2.37044e-35 6.33999e-06 0 3.75248e-06 8.59381e-06 9.59431e-06 1.16242e-05 4.75158e-06 4.67807e-06 6.42464e-06 3.30274e-05 9.64317e-35 7.24062e-06 9.66286e-06 7.24301e-06 0 5.2238e-06 6.71952e-06 1.32809e-05 4.35604e-05 1.08283e-34 4.57992e-06 1.13101e-05 9.81122e-06 1.05156e-05 Variance: 5.08919e-08 Variances/cluster: 4.31779e-08 3.35319e-08 4.40339e-08 4.05924e-08 2.67973e-31 4.19638e-08 2.79099e-08 2.04493e-07 2.99152e-08 2.83881e-08 3.2719e-08 0 2.55512e-08 0 4.59271e-08 0 4.87187e-08 5.84563e-08 3.05525e-08 3.33039e-08 3.04489e-08 3.96323e-08 4.94055e-08 3.11546e-07 6.86694e-32 3.12059e-08 3.47555e-08 3.48191e-08 0 4.04813e-08 2.95988e-08 4.64331e-08 2.7222e-06 0 4.23927e-08 3.13271e-08 9.43314e-08 5.25741e-08 -------------------------------------------------------------- Initialization seed trial #923 of 1000; initialization seed = 493578148 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 26 BIC score: 692951 Distortion: 0.000524743 Distortions/cluster: 5.97242e-06 5.9562e-06 2.37044e-35 1.08283e-34 3.65807e-06 2.20228e-05 0.00027363 5.81364e-06 2.13044e-05 4.53582e-06 5.16186e-06 6.58773e-06 5.25522e-06 0 1.18445e-05 4.46508e-06 9.10115e-06 2.2149e-05 6.45786e-06 4.27515e-06 6.53305e-06 5.82064e-06 4.76882e-06 4.35275e-06 5.94274e-06 5.49184e-06 1.27749e-35 6.81383e-06 8.2329e-06 6.78011e-06 1.18349e-05 7.52302e-06 5.87102e-06 9.64317e-35 9.85484e-06 7.12096e-06 3.32937e-06 6.28081e-06 Variance: 8.92116e-08 Variances/cluster: 3.43209e-08 3.76942e-08 0 0 2.90289e-08 4.48382e-08 3.00664e-06 2.82191e-08 4.84036e-08 2.69965e-08 2.31447e-08 3.48527e-08 1.75159e-06 0 5.12585e-08 2.2779e-08 1.81968e-07 6.60956e-08 4.0355e-07 4.11037e-08 2.92936e-08 2.64544e-08 2.87253e-08 4.35248e-08 2.3487e-08 2.77337e-08 0 2.8627e-08 3.57921e-08 3.54947e-08 5.5545e-08 3.41927e-08 3.96657e-08 6.86694e-32 8.95767e-07 1.04712e-07 3.82656e-08 5.4611e-08 -------------------------------------------------------------- Initialization seed trial #924 of 1000; initialization seed = 493578149 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 600767 Distortion: 0.00421685 Distortions/cluster: 6.22782e-06 6.0029e-06 6.38061e-06 5.90143e-06 1.85707e-05 5.89844e-06 9.64317e-35 6.80949e-06 6.93993e-06 8.11418e-06 5.8027e-06 6.71624e-06 1.54648e-05 2.37044e-35 6.05995e-06 7.26628e-06 8.8874e-06 1.12233e-05 4.65929e-06 6.24504e-06 0 0 0 0 4.81569e-35 9.74274e-06 0 5.30812e-06 4.35604e-05 0.00391362 5.56194e-06 5.11331e-06 8.75089e-06 9.20191e-06 1.46424e-05 9.77783e-06 1.67077e-05 3.1695e-05 Variance: 7.16908e-07 Variances/cluster: 2.99388e-08 2.38189e-08 4.25335e-08 3.33386e-08 6.40169e-08 2.37819e-08 6.86694e-32 3.82522e-08 2.96543e-08 5.83704e-08 3.39305e-08 2.76364e-08 4.31835e-08 0 3.17247e-08 4.29917e-08 5.01951e-08 4.83726e-08 2.37698e-08 2.73878e-08 0 0 0 0 2.67973e-31 5.15323e-08 0 3.81848e-08 2.7222e-06 0.00391989 1.39002e-07 1.7043e-07 2.68401e-08 5.19842e-08 3.87239e-08 2.98079e-08 5.23586e-08 3.10701e-07 -------------------------------------------------------------- Initialization seed trial #925 of 1000; initialization seed = 493578150 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 717755 Distortion: 0.000298456 Distortions/cluster: 4.94955e-06 4.35604e-05 7.03123e-06 9.95565e-06 5.94843e-06 5.11331e-06 1.29304e-05 1.08283e-34 4.81569e-35 5.98746e-06 3.96926e-06 3.80113e-06 4.55885e-06 6.7627e-06 5.77494e-06 0 7.42013e-06 4.17851e-06 2.98973e-06 2.6286e-06 1.03963e-05 9.64317e-35 1.59379e-05 1.27749e-35 4.10532e-06 6.42803e-06 1.14431e-05 3.1695e-05 2.37044e-35 9.98792e-06 2.8355e-06 3.99801e-06 1.56888e-05 1.73823e-05 9.08059e-06 1.11429e-05 5.5155e-06 5.25908e-06 Variance: 5.07406e-08 Variances/cluster: 3.0932e-08 2.7222e-06 5.66985e-08 5.18483e-08 2.46801e-08 1.7043e-07 4.95259e-08 0 2.67973e-31 3.23618e-08 2.22972e-08 2.60321e-08 3.21017e-08 4.41971e-08 3.39673e-08 0 2.95598e-08 2.6783e-08 2.10519e-08 2.11959e-08 4.87934e-08 6.86694e-32 4.41347e-08 0 3.20691e-08 2.89526e-08 5.49975e-08 3.10701e-07 0 3.20094e-08 2.215e-08 2.23333e-08 3.98063e-08 6.34191e-08 4.65636e-08 4.45673e-08 1.37842e-07 2.56518e-08 -------------------------------------------------------------- Initialization seed trial #926 of 1000; initialization seed = 493578151 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 500181 Distortion: 0.0398273 Distortions/cluster: 7.94689e-06 6.26963e-06 9.88295e-06 9.38584e-06 1.32809e-05 5.74407e-06 5.55217e-06 4.35604e-05 0.00391362 0.0356196 5.64602e-06 5.8735e-06 8.59381e-06 6.49425e-06 5.74544e-06 7.39515e-06 5.93122e-06 6.0746e-06 5.83085e-06 5.73334e-06 1.30662e-05 6.04443e-06 7.68934e-06 4.81569e-35 1.05156e-05 2.37044e-35 5.80792e-06 6.45238e-06 0 8.21716e-06 5.36681e-06 6.07922e-06 4.76267e-06 4.9117e-06 6.85916e-06 3.29049e-05 6.23964e-06 4.22529e-06 Variance: 6.77104e-06 Variances/cluster: 5.15869e-08 3.24823e-08 9.5021e-08 3.04709e-08 4.64331e-08 2.69648e-08 2.38264e-08 2.7222e-06 0.00391989 0.035575 3.22525e-08 2.56462e-08 5.84563e-08 4.24324e-08 2.96122e-08 2.4324e-08 3.87538e-08 4.49836e-08 2.76312e-08 2.98513e-08 4.6166e-08 1.4738e-07 2.70728e-08 2.67973e-31 5.25741e-08 0 3.24357e-08 4.74287e-08 0 3.65175e-08 3.43915e-08 3.32169e-08 4.21337e-08 4.26965e-08 2.78803e-08 3.10391e-07 3.80427e-08 8.44775e-08 -------------------------------------------------------------- Initialization seed trial #927 of 1000; initialization seed = 493578152 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 718866 Distortion: 0.000292495 Distortions/cluster: 9.04666e-06 1.22799e-05 4.41826e-06 7.41833e-06 5.83568e-06 0 4.48765e-06 7.36753e-06 6.0545e-06 6.84352e-06 6.65202e-06 6.50164e-06 1.26833e-05 1.02807e-05 6.54079e-06 5.98381e-06 5.18043e-06 1.08283e-34 6.70277e-06 1.50177e-05 8.36317e-06 5.53356e-06 3.36072e-06 1.27749e-35 9.64317e-35 7.17887e-06 7.81955e-06 4.35604e-05 7.89462e-06 4.81569e-35 5.11331e-06 6.00639e-06 4.32191e-06 5.51717e-06 3.14299e-05 2.37044e-35 8.83438e-06 8.26617e-06 Variance: 4.97272e-08 Variances/cluster: 2.72458e-08 3.25698e-08 4.12786e-08 5.11456e-08 1.42286e-07 0 4.23337e-08 3.03155e-08 6.44036e-08 3.16802e-08 4.81874e-08 5.50939e-08 3.67513e-08 3.2428e-08 2.77128e-08 4.36638e-08 3.7e-08 0 2.7468e-08 4.22894e-08 3.30531e-08 3.4799e-08 3.77579e-08 0 6.86694e-32 3.9441e-08 4.46687e-08 2.7222e-06 2.44394e-08 2.67973e-31 1.7043e-07 4.14098e-08 3.02203e-08 4.37833e-08 3.11154e-07 0 3.06722e-08 5.13264e-08 -------------------------------------------------------------- Initialization seed trial #928 of 1000; initialization seed = 493578153 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 505147 Distortion: 0.0359148 Distortions/cluster: 3.82385e-06 1.22239e-05 4.90402e-06 8.58837e-06 6.29093e-06 8.0308e-06 3.82621e-06 9.8621e-06 4.17534e-06 6.46151e-06 9.23755e-06 1.39664e-05 1.14909e-05 0.0356196 4.4813e-06 4.23494e-06 8.72448e-06 9.67038e-06 1.08283e-34 4.81569e-35 8.17763e-06 1.04221e-05 6.6881e-06 9.19216e-06 5.65126e-06 1.4607e-05 5.44261e-06 2.37044e-35 5.19168e-06 1.27749e-35 6.26867e-06 5.11331e-06 0 4.35604e-05 3.14299e-05 4.14636e-06 3.48536e-06 5.83568e-06 Variance: 6.10587e-06 Variances/cluster: 2.98703e-08 3.59411e-08 2.45179e-08 3.08907e-08 2.23857e-08 4.38806e-08 3.8645e-08 3.17078e-08 2.53021e-08 3.19849e-08 5.24691e-08 4.25665e-08 3.27347e-08 0.035575 2.39617e-08 3.20799e-08 3.4077e-08 5.46184e-08 0 2.67973e-31 5.11063e-08 5.31567e-08 5.57293e-08 4.71241e-08 3.12198e-08 4.90011e-08 5.66885e-08 0 3.87408e-08 0 2.60088e-08 1.7043e-07 0 2.7222e-06 3.11154e-07 2.21704e-08 3.78814e-08 1.42286e-07 -------------------------------------------------------------- Initialization seed trial #929 of 1000; initialization seed = 493578154 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 718438 Distortion: 0.000293015 Distortions/cluster: 9.12354e-06 5.77572e-06 0 3.10001e-05 6.49677e-06 7.92749e-06 7.91832e-06 6.31883e-06 6.41584e-06 5.42751e-06 5.49974e-06 1.15879e-05 5.82414e-06 7.09352e-06 4.81569e-35 9.7171e-06 6.81506e-06 1.01681e-05 1.27749e-35 9.64317e-35 7.83178e-06 4.99634e-06 1.08283e-34 5.39207e-06 7.40352e-06 9.28338e-06 4.35604e-05 5.44883e-06 5.85207e-06 4.97239e-06 6.11454e-06 1.24144e-05 2.37044e-35 8.32242e-06 7.3925e-06 6.00859e-06 8.61535e-06 6.29708e-06 Variance: 4.98156e-08 Variances/cluster: 3.37879e-08 3.41724e-08 0 3.09968e-07 3.45461e-08 5.39124e-08 2.85835e-08 2.73516e-08 2.97004e-08 1.42782e-07 2.30094e-08 4.12344e-08 3.23535e-08 2.21651e-07 2.67973e-31 2.98044e-08 4.42392e-08 5.18741e-08 0 6.86694e-32 4.95523e-08 2.52318e-08 0 3.22773e-08 3.1494e-08 4.50506e-08 2.7222e-06 4.15803e-08 2.79971e-08 3.03159e-08 2.40702e-08 4.61463e-08 0 4.92293e-08 4.76782e-08 4.05953e-08 5.90043e-08 2.95612e-08 -------------------------------------------------------------- Initialization seed trial #930 of 1000; initialization seed = 493578155 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 21 BIC score: 722681 Distortion: 0.000269879 Distortions/cluster: 5.46714e-06 4.81569e-35 7.3651e-06 5.83568e-06 7.87995e-06 1.53139e-05 5.71059e-06 8.28365e-06 3.33358e-06 6.46683e-06 2.45348e-05 4.5437e-06 5.59689e-06 1.59192e-05 5.90728e-06 8.70726e-06 9.60217e-06 6.68112e-06 6.61976e-06 0 9.64317e-35 1.08283e-34 4.56695e-06 1.46466e-05 1.01882e-05 8.56322e-06 1.19308e-05 1.1683e-05 6.96871e-06 7.54068e-06 7.22225e-06 9.19966e-06 8.39942e-06 2.37044e-35 8.88726e-06 6.31359e-06 1.27749e-35 0 Variance: 4.58822e-08 Variances/cluster: 3.77014e-08 2.67973e-31 3.44133e-08 1.42286e-07 3.68188e-08 4.27622e-08 4.10796e-08 3.28688e-08 3.7453e-08 3.02153e-08 2.72576e-06 4.24618e-08 4.40662e-08 7.5794e-07 2.85347e-08 5.18121e-08 4.75202e-08 5.5211e-08 2.74655e-08 0 6.86694e-32 0 1.69132e-07 3.88377e-08 5.27716e-08 2.66744e-08 4.84837e-08 3.36655e-08 3.09693e-08 2.51334e-08 3.9248e-08 2.65855e-08 9.43662e-08 0 5.35216e-08 3.27098e-08 0 0 -------------------------------------------------------------- Initialization seed trial #931 of 1000; initialization seed = 493578156 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 33 BIC score: 601001 Distortion: 0.00421894 Distortions/cluster: 7.37479e-06 9.44951e-06 2.37044e-35 1.54304e-05 3.38104e-05 6.43819e-06 1.24084e-05 6.05575e-06 9.64317e-35 1.13714e-05 9.43561e-06 0 0 7.44391e-06 8.26366e-06 9.772e-06 4.81569e-35 1.16798e-05 0 4.35604e-05 6.58231e-06 1.02848e-05 0 0.00391362 6.72607e-06 1.23707e-05 0 9.32196e-06 7.27572e-06 6.39961e-06 7.99745e-06 5.52425e-06 1.3109e-05 3.74034e-06 6.76397e-06 0 8.34154e-06 8.38877e-06 Variance: 7.17263e-07 Variances/cluster: 3.03463e-08 2.6616e-08 0 4.36978e-08 3.13025e-07 3.09492e-08 3.27369e-08 2.50211e-08 6.86694e-32 3.141e-08 4.21198e-08 0 0 1.61775e-07 5.00666e-08 3.5022e-08 2.67973e-31 3.37532e-08 0 2.7222e-06 4.30078e-08 4.63129e-08 0 0.00391989 5.55825e-08 4.75752e-08 0 5.03851e-08 2.81981e-08 4.32369e-08 4.9968e-08 2.58112e-08 3.73354e-08 3.93689e-08 4.69568e-08 0 9.47832e-08 5.20885e-08 -------------------------------------------------------------- Initialization seed trial #932 of 1000; initialization seed = 493578157 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 600747 Distortion: 0.00418132 Distortions/cluster: 6.56377e-06 9.1748e-06 7.72925e-06 6.64013e-06 1.1925e-05 7.23995e-06 8.3782e-06 3.5604e-06 5.95993e-06 7.4685e-06 5.83568e-06 6.63831e-06 4.56695e-06 7.09304e-06 6.67411e-06 7.19548e-06 5.66047e-06 6.72422e-06 0 1.59192e-05 1.01376e-05 2.45348e-05 7.41292e-06 9.64317e-35 0.00391362 7.07594e-06 8.39942e-06 8.75293e-06 5.74824e-06 7.96216e-06 2.37044e-35 0 9.66197e-06 7.73564e-06 4.81569e-35 1.13026e-05 1.43403e-05 3.68149e-06 Variance: 7.10866e-07 Variances/cluster: 3.21722e-08 4.22768e-08 3.11636e-08 4.45503e-08 3.53742e-08 2.49631e-08 3.62661e-08 3.82808e-08 2.82436e-08 2.81806e-08 1.42286e-07 2.9501e-08 1.69132e-07 5.62891e-08 3.25538e-08 4.79544e-08 3.87672e-08 3.31208e-08 0 7.5794e-07 4.60653e-08 2.72576e-06 5.2188e-08 6.86694e-32 0.00391989 2.98528e-08 9.43662e-08 2.68464e-08 4.63415e-08 4.79494e-08 0 0 5.11176e-08 2.63094e-08 2.67973e-31 4.07999e-08 4.24129e-08 4.48822e-08 -------------------------------------------------------------- Initialization seed trial #933 of 1000; initialization seed = 493578158 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 75 BIC score: 597843 Distortion: 0.00448415 Distortions/cluster: 6.97914e-06 1.35388e-05 7.52725e-06 0.00391362 7.61904e-06 8.03883e-06 8.7636e-06 7.88634e-06 5.38628e-06 7.50799e-06 7.63306e-06 5.11549e-06 7.12791e-06 9.46586e-06 6.41361e-06 9.64317e-35 1.62654e-05 1.58115e-05 4.55371e-06 6.84654e-06 0 9.65651e-06 2.37044e-35 0 0 3.94092e-06 1.39759e-05 0.000289628 0 7.44688e-06 1.13031e-05 5.63957e-06 5.90616e-06 1.33347e-05 4.74146e-06 0 4.67043e-05 5.77414e-06 Variance: 7.62352e-07 Variances/cluster: 3.10157e-08 2.81974e-07 5.375e-08 0.00391989 2.45754e-08 3.51009e-08 3.65118e-08 3.61727e-08 4.07918e-08 2.79083e-08 3.028e-08 3.40922e-08 3.08531e-08 5.91566e-08 4.89432e-08 6.86694e-32 7.19654e-08 4.35541e-08 3.89084e-08 4.53263e-08 0 2.76659e-08 0 0 0 4.37738e-08 4.3265e-08 2.83921e-06 0 3.03928e-08 3.38384e-08 3.14956e-08 4.15793e-08 4.62973e-08 4.98936e-08 0 2.74699e-06 4.47464e-08 -------------------------------------------------------------- Initialization seed trial #934 of 1000; initialization seed = 493578159 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 600564 Distortion: 0.00421498 Distortions/cluster: 6.33515e-06 8.63971e-06 1.09848e-05 2.82637e-06 1.15067e-05 8.70581e-06 6.84171e-06 1.163e-05 0 4.20515e-06 7.4115e-06 5.11865e-06 1.00655e-05 3.28529e-05 5.54457e-06 6.92514e-06 6.42103e-06 6.77696e-06 4.81569e-35 2.37044e-35 3.91305e-06 9.64317e-35 1.35449e-05 5.21027e-06 0.00391362 4.65853e-06 4.291e-06 0 1.10764e-05 1.92023e-05 1.98602e-06 9.25386e-06 4.35604e-05 5.97489e-06 9.18773e-06 1.07311e-05 0 5.97552e-06 Variance: 7.1659e-07 Variances/cluster: 3.7483e-08 5.14104e-08 3.09405e-08 3.48907e-08 2.50105e-07 5.08947e-08 4.68459e-08 3.11769e-08 0 4.20479e-08 3.01254e-08 2.54637e-08 3.63345e-08 3.12848e-07 2.57856e-08 4.14641e-08 3.10158e-08 4.31515e-08 2.67973e-31 0 4.07584e-08 6.86694e-32 3.8035e-08 4.34152e-08 0.00391989 3.45047e-08 3.97283e-08 0 4.633e-08 5.81696e-08 5.09191e-08 2.64373e-08 2.7222e-06 2.48927e-08 5.56664e-08 3.21259e-08 0 3.49413e-08 -------------------------------------------------------------- Initialization seed trial #935 of 1000; initialization seed = 493578160 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 45 BIC score: 690055 Distortion: 0.000558792 Distortions/cluster: 9.64317e-35 1.08283e-34 4.44044e-06 3.49099e-05 6.38262e-06 9.71754e-06 8.27366e-06 8.72105e-06 6.50504e-06 1.11904e-05 8.44192e-06 6.72416e-06 6.73862e-06 8.21885e-06 9.4453e-06 2.37044e-35 4.33732e-06 0.000300791 8.66855e-06 5.15507e-06 7.01949e-06 9.22065e-06 6.60463e-06 1.14923e-05 1.27749e-35 7.19644e-06 1.28952e-05 7.55923e-06 3.53984e-06 6.37861e-06 7.65236e-06 0 5.04135e-06 0 0 5.38941e-06 7.53968e-06 1.26012e-05 Variance: 9.50004e-08 Variances/cluster: 6.86694e-32 0 4.14857e-08 3.32439e-07 4.55755e-08 7.25132e-08 2.93366e-08 3.41966e-08 3.28431e-08 2.15141e-07 2.91076e-08 3.97752e-08 3.31922e-08 3.28725e-08 3.6749e-08 0 3.94172e-08 1.87971e-05 5.85663e-08 4.77173e-08 2.70999e-08 2.72769e-08 4.92735e-08 5.68884e-08 0 3.04898e-08 4.62155e-08 3.28553e-08 4.31545e-08 4.1951e-08 2.8658e-08 0 4.38233e-08 0 0 3.32571e-08 2.43194e-08 4.28572e-08 -------------------------------------------------------------- Initialization seed trial #936 of 1000; initialization seed = 493578161 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 550298 Distortion: 0.0129341 Distortions/cluster: 5.09454e-06 4.15192e-06 6.29648e-06 6.76923e-06 3.23133e-06 5.30312e-06 4.31758e-06 5.92453e-06 4.93043e-06 5.0307e-06 5.65778e-06 2.10576e-05 7.42662e-06 1.19125e-05 4.88735e-06 2.87755e-05 2.22485e-05 5.69997e-06 3.15202e-06 5.63985e-06 4.891e-06 4.35604e-05 5.34614e-06 0.00391362 4.79892e-06 4.81569e-35 5.52662e-06 2.1104e-05 5.2951e-06 3.9318e-06 4.18977e-06 1.28421e-05 2.89134e-06 0 5.15671e-06 4.86058e-06 0.00872182 6.78307e-06 Variance: 2.19893e-06 Variances/cluster: 5.5979e-08 3.19349e-08 3.74758e-08 1.53795e-07 2.62687e-08 2.52507e-08 3.06185e-08 2.82096e-08 3.94403e-08 2.50254e-08 2.47043e-08 4.43172e-08 5.62582e-08 5.56482e-08 3.27982e-08 3.30716e-07 6.6195e-08 2.44612e-08 2.97334e-08 2.21151e-08 2.35124e-08 2.7222e-06 3.23977e-08 0.00391989 6.07403e-08 2.67973e-31 4.25091e-08 4.77312e-08 2.87743e-08 3.85437e-08 3.43392e-08 5.28314e-08 3.65964e-08 0 2.3544e-08 2.55794e-08 0.156503 1.61488e-07 -------------------------------------------------------------- Initialization seed trial #937 of 1000; initialization seed = 493578162 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 500538 Distortion: 0.039827 Distortions/cluster: 5.88555e-06 5.51907e-06 8.59117e-06 1.00066e-05 1.07274e-05 8.62186e-06 3.1695e-05 5.07215e-06 0.00391362 4.81778e-06 7.45273e-06 1.25784e-05 1.22788e-05 6.10661e-06 4.66357e-06 5.99274e-06 4.35604e-05 6.40506e-06 1.06292e-05 6.70948e-06 1.36411e-05 5.40014e-06 5.22636e-06 6.8742e-06 3.683e-06 2.37044e-35 5.11331e-06 5.28191e-06 1.27302e-05 0.0356196 4.81569e-35 0 3.60659e-06 0 5.96972e-06 6.53299e-06 6.53025e-06 5.94532e-06 Variance: 6.771e-06 Variances/cluster: 4.2635e-08 1.37931e-07 5.84383e-08 3.02288e-08 3.40441e-08 3.39414e-08 3.10701e-07 4.19048e-08 0.00391989 3.54217e-08 2.91097e-08 4.62405e-08 4.3996e-08 2.39447e-08 2.93272e-08 2.3136e-08 2.7222e-06 2.79673e-08 5.28775e-08 3.33771e-08 4.54662e-08 4.2507e-08 3.78691e-08 2.82864e-08 4.38308e-08 0 1.7043e-07 2.88604e-08 4.37321e-08 0.035575 2.67973e-31 0 4.8723e-08 0 2.82893e-08 4.91055e-08 4.50218e-08 2.80414e-08 -------------------------------------------------------------- Initialization seed trial #938 of 1000; initialization seed = 493578163 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 718463 Distortion: 0.000295465 Distortions/cluster: 7.98732e-06 3.14299e-05 5.16723e-06 5.83568e-06 1.05262e-05 6.88037e-06 5.11331e-06 8.93726e-06 1.53139e-05 4.06438e-06 9.24126e-06 4.62145e-06 7.30354e-06 4.438e-06 5.55115e-06 6.88181e-06 8.88001e-06 4.53128e-06 6.8227e-06 7.12322e-06 1.08283e-34 1.15174e-05 3.37275e-06 1.27749e-35 9.64317e-35 5.13082e-06 7.12873e-06 4.81569e-35 6.68112e-06 9.39866e-06 4.35604e-05 7.39605e-06 1.44484e-05 9.70304e-06 0 2.37044e-35 1.04779e-05 0 Variance: 5.02321e-08 Variances/cluster: 4.41247e-08 3.11154e-07 3.77139e-08 1.42286e-07 3.05079e-08 3.00427e-08 1.7043e-07 5.1944e-08 4.27622e-08 2.50858e-08 3.04963e-08 2.40675e-08 4.12592e-08 4.26704e-08 4.37061e-08 2.75249e-08 5.3802e-08 2.33544e-08 2.49894e-08 3.91353e-08 0 4.79739e-08 3.7472e-08 0 6.86694e-32 3.51386e-08 3.44353e-08 2.67973e-31 5.5211e-08 3.44243e-08 2.7222e-06 2.53267e-08 3.86195e-08 4.77828e-08 0 0 5.29018e-08 0 -------------------------------------------------------------- Initialization seed trial #939 of 1000; initialization seed = 493578164 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 36 BIC score: 600628 Distortion: 0.00421529 Distortions/cluster: 6.8209e-06 2.24225e-05 7.62514e-06 9.09504e-06 3.01846e-06 5.5155e-06 3.79587e-06 4.73395e-06 6.51094e-06 1.60211e-05 0 7.19741e-06 1.55238e-05 4.20334e-06 6.5113e-06 9.6579e-06 5.82511e-06 4.81569e-35 5.47795e-06 6.93261e-06 4.24151e-06 0.00391362 5.71883e-06 9.64317e-35 4.84657e-06 1.60953e-05 2.37044e-35 4.08341e-05 5.82821e-06 5.56448e-06 0 0 1.88152e-05 5.20858e-06 5.33901e-06 4.40964e-06 3.49072e-06 3.43835e-05 Variance: 7.16642e-07 Variances/cluster: 2.20009e-07 5.68918e-08 2.46747e-08 3.39338e-08 3.68076e-08 1.37842e-07 4.08133e-08 3.81737e-08 4.28313e-08 4.41208e-08 0 3.44344e-08 5.96877e-08 2.38804e-08 2.94603e-08 2.98057e-08 2.68413e-08 2.67973e-31 3.33994e-08 2.59626e-08 4.28399e-08 0.00391989 5.39465e-08 6.86694e-32 2.47245e-08 4.01248e-08 0 2.72194e-06 3.27393e-08 2.41907e-08 0 0 6.39772e-08 3.49537e-08 2.88561e-08 3.06199e-08 3.92185e-08 3.33783e-07 -------------------------------------------------------------- Initialization seed trial #940 of 1000; initialization seed = 493578165 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 504832 Distortion: 0.0359097 Distortions/cluster: 5.41226e-06 6.1409e-06 4.72555e-06 8.87638e-06 5.58269e-06 2.98483e-06 5.5155e-06 5.9556e-06 6.35184e-06 6.54909e-06 1.27749e-35 9.23961e-06 1.02501e-05 4.94798e-06 1.02845e-05 7.23083e-06 6.60773e-06 8.15522e-06 7.57091e-06 6.57653e-06 6.65374e-06 4.35604e-05 9.10887e-06 1.00319e-05 1.08283e-34 5.83903e-06 5.4237e-06 0.0356196 3.1695e-05 1.14952e-05 5.99786e-06 4.24775e-06 4.04123e-06 4.81569e-35 9.69994e-06 2.37044e-35 5.95107e-06 7.40868e-06 Variance: 6.10501e-06 Variances/cluster: 3.46911e-08 5.48247e-08 3.66292e-08 5.28197e-08 2.43758e-08 3.73075e-08 1.37842e-07 3.54467e-08 3.94488e-08 3.03172e-08 0 3.63646e-08 4.32349e-08 2.4737e-08 5.29958e-08 2.3862e-08 2.62189e-08 3.57654e-08 3.24825e-08 3.33805e-08 2.77215e-08 2.7222e-06 5.23329e-08 3.19456e-08 0 2.54957e-08 3.92988e-08 0.035575 3.10701e-07 4.67134e-08 2.55206e-08 4.20544e-08 4.29881e-08 2.67973e-31 4.77676e-08 0 2.97519e-08 2.315e-07 -------------------------------------------------------------- Initialization seed trial #941 of 1000; initialization seed = 493578166 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 721519 Distortion: 0.000276498 Distortions/cluster: 1.37508e-05 1.0351e-05 7.13813e-06 4.81569e-35 1.14099e-05 1.59192e-05 8.05094e-06 1.7103e-05 5.92656e-06 7.00204e-06 1.07336e-05 3.12823e-06 1.06393e-05 1.27749e-35 3.72533e-06 5.25833e-06 1.3709e-05 0 2.45348e-05 9.64317e-35 5.75054e-06 5.59181e-06 1.72498e-05 2.37044e-35 8.40085e-06 6.40827e-06 4.98503e-06 9.19326e-06 7.18211e-06 6.84061e-06 5.92599e-06 6.84853e-06 7.01941e-06 5.01237e-06 0 6.09829e-06 5.61095e-06 1.08283e-34 Variance: 4.70075e-08 Variances/cluster: 5.26683e-08 3.90571e-08 1.58576e-07 2.67973e-31 5.48379e-08 7.5794e-07 2.50786e-08 4.14988e-08 3.44532e-08 4.3487e-08 1.11797e-07 3.76866e-08 4.92404e-08 0 3.80103e-08 2.35773e-08 6.11819e-08 0 2.72576e-06 6.86694e-32 5.42457e-08 5.37641e-08 4.42156e-08 0 7.05897e-08 2.60476e-08 2.53017e-08 2.88165e-08 3.41975e-08 3.09503e-08 3.52705e-08 3.64253e-08 2.60922e-08 4.35821e-08 0 2.6981e-08 2.95279e-08 0 -------------------------------------------------------------- Initialization seed trial #942 of 1000; initialization seed = 493578167 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 600416 Distortion: 0.00418119 Distortions/cluster: 8.39942e-06 7.19888e-06 8.9178e-06 1.53139e-05 4.09838e-06 5.99657e-06 4.22808e-06 5.83568e-06 3.53616e-06 5.65743e-06 4.43517e-06 1.03124e-05 5.51725e-06 4.65304e-06 4.56695e-06 1.00229e-05 6.26972e-06 4.81569e-35 7.26497e-06 9.64317e-35 2.45348e-05 2.37044e-35 5.57279e-06 8.43566e-06 1.59192e-05 1.14973e-05 1.207e-05 4.24948e-06 3.17419e-06 1.4863e-05 9.74038e-06 7.34678e-06 0.00391362 5.80144e-06 8.9181e-06 5.81696e-06 7.40219e-06 0 Variance: 7.10845e-07 Variances/cluster: 9.43662e-08 3.34802e-08 5.4031e-08 4.27622e-08 2.49872e-08 3.4263e-08 2.31017e-08 1.42286e-07 2.19611e-08 3.23249e-08 2.25116e-08 5.23432e-08 2.45189e-08 2.51491e-08 1.69132e-07 5.24591e-08 2.90239e-08 2.67973e-31 2.83764e-08 6.86694e-32 2.72576e-06 0 2.80015e-08 5.8576e-08 7.5794e-07 4.80903e-08 4.57161e-08 2.52923e-08 2.78405e-08 3.89978e-08 4.77316e-08 4.08118e-08 0.00391989 3.97327e-08 5.18327e-08 3.17839e-08 3.12301e-08 0 -------------------------------------------------------------- Initialization seed trial #943 of 1000; initialization seed = 493578168 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 600375 Distortion: 0.00421385 Distortions/cluster: 0.00391362 2.58005e-06 5.29601e-06 4.81569e-35 6.06399e-06 0 2.2467e-05 5.11331e-06 2.97641e-06 9.64317e-35 4.77235e-06 7.67374e-06 5.83407e-06 2.10576e-05 4.3946e-06 1.20793e-05 3.80597e-06 7.95067e-06 5.33283e-06 4.17416e-06 6.48796e-06 4.36029e-06 5.69644e-06 2.10017e-05 4.72283e-06 6.30089e-06 2.98379e-05 1.28421e-05 6.92498e-06 4.97347e-06 3.13867e-06 4.05091e-06 4.35604e-05 8.21002e-06 5.07784e-06 6.08728e-06 5.37869e-06 2.37044e-35 Variance: 7.16397e-07 Variances/cluster: 0.00391989 3.43978e-08 2.89365e-08 2.67973e-31 3.1255e-08 0 6.6845e-08 1.7043e-07 2.83443e-08 6.86694e-32 3.94377e-08 5.36575e-08 7.02836e-08 4.43172e-08 3.433e-08 5.59048e-08 2.79821e-08 2.66778e-08 2.4019e-08 4.09199e-08 2.53414e-08 2.54963e-08 4.34805e-08 4.76076e-08 2.32632e-08 5.52661e-08 3.07575e-07 5.28314e-08 3.34511e-08 3.31534e-08 3.17009e-08 4.17594e-08 2.7222e-06 2.45788e-08 2.5011e-08 1.44887e-07 2.33835e-08 0 -------------------------------------------------------------- Initialization seed trial #944 of 1000; initialization seed = 493578169 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 66 BIC score: 501136 Distortion: 0.0398311 Distortions/cluster: 7.89168e-06 1.12105e-05 6.72439e-06 7.52395e-06 8.68691e-06 4.10549e-06 4.35604e-05 7.93575e-06 9.81139e-06 5.4362e-06 2.37044e-35 4.05992e-06 8.23522e-06 0 4.48263e-06 1.2527e-05 8.405e-06 9.02039e-06 0.00391362 5.53264e-06 1.25166e-05 5.11331e-06 7.0203e-06 3.14051e-06 4.81569e-35 5.83568e-06 7.65777e-06 8.27107e-06 5.08239e-06 3.14299e-05 6.49359e-06 1.21581e-05 0 0.0356196 1.37749e-05 1.42842e-05 0 0 Variance: 6.77169e-06 Variances/cluster: 5.25955e-08 3.46961e-08 4.80159e-08 3.38887e-08 2.77505e-08 4.4141e-08 2.7222e-06 2.90659e-08 5.10845e-08 4.05654e-08 0 4.14252e-08 2.5573e-08 0 5.46615e-08 4.63813e-08 4.61665e-08 3.18714e-08 0.00391989 4.32096e-08 3.31975e-08 1.7043e-07 3.50986e-08 3.6095e-08 2.67973e-31 1.42286e-07 2.94495e-08 2.75678e-08 4.41909e-08 3.11154e-07 3.88798e-08 4.71202e-08 0 0.035575 4.26328e-08 3.53539e-08 0 0 -------------------------------------------------------------- Initialization seed trial #945 of 1000; initialization seed = 493578170 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 600678 Distortion: 0.0041918 Distortions/cluster: 4.19067e-06 5.97403e-06 1.03922e-05 3.41617e-06 5.78744e-06 7.07252e-06 7.01486e-06 6.50417e-06 6.09972e-06 8.2142e-06 2.45348e-05 1.31054e-05 1.03963e-05 9.00972e-06 2.37044e-35 1.559e-05 8.5278e-06 3.63495e-06 4.36947e-06 9.64317e-35 1.59192e-05 4.84997e-06 1.54542e-05 1.14431e-05 3.8466e-06 0.00391362 0 0 4.00254e-06 1.11307e-05 4.89216e-06 1.77311e-05 5.91442e-06 9.22875e-06 4.81569e-35 7.21477e-06 1.27116e-05 0 Variance: 7.12648e-07 Variances/cluster: 2.45039e-08 2.88575e-08 5.24817e-08 2.75465e-08 3.23292e-08 3.07474e-08 4.12602e-08 2.90339e-08 1.45184e-07 2.99759e-08 2.72576e-06 5.01962e-08 4.87934e-08 3.06427e-08 0 3.97575e-08 5.84046e-08 2.22977e-08 2.44083e-08 6.86694e-32 7.5794e-07 2.26614e-08 4.27954e-08 5.49975e-08 3.84621e-08 0.00391989 0 0 2.26108e-08 1.14738e-07 2.58822e-08 6.42232e-08 3.34117e-08 9.92261e-08 2.67973e-31 3.30924e-08 4.60527e-08 0 -------------------------------------------------------------- Initialization seed trial #946 of 1000; initialization seed = 493578171 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 58 BIC score: 505454 Distortion: 0.0359235 Distortions/cluster: 4.81569e-35 5.73916e-06 1.43695e-05 1.27749e-35 8.98492e-06 0.0356196 1.08283e-34 2.37044e-35 6.8494e-06 9.19216e-06 5.24589e-06 6.42756e-06 4.28761e-06 0 9.41563e-06 6.35676e-06 1.44708e-05 7.44391e-06 3.94451e-06 3.38104e-05 6.21416e-06 1.04221e-05 0 9.73415e-06 1.2289e-05 1.04366e-05 7.62204e-06 5.8183e-06 8.59381e-06 1.30801e-05 9.81454e-06 4.35604e-05 9.23755e-06 4.94068e-06 0 1.00111e-05 0 5.64823e-06 Variance: 6.10736e-06 Variances/cluster: 2.67973e-31 3.11883e-08 4.83666e-08 0 2.95531e-08 0.035575 0 0 2.85367e-08 4.71241e-08 2.35215e-08 3.00327e-08 2.34275e-08 0 5.34817e-08 3.57088e-08 4.41039e-08 1.61775e-07 2.36177e-08 3.13025e-07 2.52586e-08 5.31567e-08 0 8.92972e-08 3.59209e-08 5.24411e-08 3.38728e-08 2.55166e-08 5.84563e-08 4.62157e-08 5.57593e-08 2.7222e-06 5.24691e-08 2.495e-08 0 3.18793e-08 0 3.02009e-08 -------------------------------------------------------------- Initialization seed trial #947 of 1000; initialization seed = 493578172 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 52 BIC score: 597239 Distortion: 0.0044686 Distortions/cluster: 0.000296857 9.17437e-06 1.37551e-05 4.51843e-06 3.40582e-06 8.64916e-06 5.59919e-06 4.65649e-06 5.87609e-06 6.02878e-06 1.59162e-05 0.00391362 7.23109e-06 5.94435e-06 5.90262e-06 9.52398e-06 1.03092e-05 8.3111e-06 5.84273e-06 0 3.20824e-06 5.96186e-06 3.77725e-05 9.33014e-06 9.64317e-35 1.55668e-05 4.48231e-06 6.03008e-06 6.89128e-06 3.67928e-06 7.38274e-06 6.28081e-06 3.05752e-06 2.82712e-06 2.37044e-35 6.36183e-06 5.04129e-06 3.60079e-06 Variance: 7.59707e-07 Variances/cluster: 1.9788e-05 3.05782e-08 3.81961e-08 3.0527e-08 3.82646e-08 5.0861e-08 5.38351e-08 4.75109e-08 5.87555e-08 2.52228e-08 5.01926e-08 0.00391989 6.69492e-08 3.04812e-08 3.96115e-08 5.11878e-08 1.94462e-07 3.41991e-08 2.5291e-08 0 2.06959e-08 2.93662e-08 3.66684e-07 5.48666e-08 6.86694e-32 4.38358e-08 4.30955e-08 3.31296e-08 2.98298e-08 3.01545e-08 4.76152e-08 5.4611e-08 2.31607e-08 2.20844e-08 0 2.35603e-08 2.44701e-08 2.48301e-08 -------------------------------------------------------------- Initialization seed trial #948 of 1000; initialization seed = 493578173 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 48 BIC score: 689452 Distortion: 0.000565853 Distortions/cluster: 2.37044e-35 0.000297207 1.27008e-05 0 1.08283e-34 4.33037e-06 1.25325e-05 8.90032e-06 5.67949e-06 7.24379e-06 6.94622e-06 1.27749e-35 6.09356e-06 7.66008e-06 9.85554e-06 8.17082e-06 4.02156e-06 2.90844e-06 8.33746e-06 1.32355e-05 4.35604e-05 4.61266e-06 8.38894e-06 8.02294e-06 4.88049e-06 9.38257e-06 9.64317e-35 4.5437e-06 1.90504e-06 7.72067e-06 0 7.61394e-06 6.93184e-06 4.67019e-06 5.46456e-06 7.15715e-06 6.47478e-06 1.86994e-05 Variance: 9.62008e-08 Variances/cluster: 0 2.94231e-06 4.53456e-08 0 0 4.24509e-08 3.5004e-08 3.46286e-08 2.45837e-08 4.52694e-08 2.72369e-08 0 3.90577e-08 2.47877e-08 2.18977e-07 3.08306e-08 3.26929e-08 3.5466e-08 3.04257e-08 3.90301e-08 2.7222e-06 3.63172e-08 5.48133e-08 2.67408e-08 3.41254e-08 5.12544e-08 6.86694e-32 4.24618e-08 5.01283e-08 3.50909e-08 0 4.87915e-08 4.58912e-08 2.49721e-08 4.37128e-08 4.70713e-08 3.83091e-08 5.85994e-08 -------------------------------------------------------------- Initialization seed trial #949 of 1000; initialization seed = 493578174 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 504711 Distortion: 0.0361859 Distortions/cluster: 8.71332e-06 1.03748e-05 0.0356196 7.40608e-06 4.07338e-06 5.00852e-06 5.1544e-06 5.7559e-06 8.59381e-06 3.72481e-06 1.29276e-05 7.32526e-06 6.55553e-06 1.08283e-34 4.67043e-05 1.21357e-05 1.04366e-05 1.00899e-05 1.27749e-35 8.51315e-06 6.6187e-06 3.99e-06 0 2.37044e-35 8.08427e-06 0.00029624 0 7.29621e-06 9.8204e-06 0 5.31024e-06 3.82868e-06 9.42527e-06 7.87958e-06 5.45214e-06 6.78068e-06 9.67269e-06 1.2477e-05 Variance: 6.15198e-06 Variances/cluster: 4.68307e-08 5.34613e-08 0.035575 1.60952e-07 2.35435e-08 2.49151e-08 3.08619e-08 3.3268e-08 5.84563e-08 2.82157e-08 4.61664e-08 3.3754e-08 3.00686e-08 0 2.74699e-06 4.27178e-08 5.24411e-08 3.1927e-08 0 2.91521e-08 2.92837e-08 2.91215e-08 0 0 5.18067e-08 2.79442e-06 0 3.11777e-08 3.30545e-08 0 2.3494e-08 2.00437e-08 5.32452e-08 4.98547e-08 2.93091e-08 4.34517e-08 8.48416e-08 4.48664e-08 -------------------------------------------------------------- Initialization seed trial #950 of 1000; initialization seed = 493578175 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 29 BIC score: 565446 Distortion: 0.00925358 Distortions/cluster: 0.000272566 4.27464e-06 5.89656e-06 4.86782e-06 1.08283e-34 9.66707e-06 1.59192e-05 4.73454e-06 2.45348e-05 5.96204e-06 5.43394e-06 7.70826e-06 4.56695e-06 6.91995e-06 1.33296e-05 6.48257e-06 3.80743e-06 5.3748e-06 9.55489e-06 5.30153e-06 1.33212e-05 0 4.45748e-06 8.29406e-06 5.25671e-06 3.9981e-06 4.79376e-06 1.36027e-05 8.33844e-06 1.09602e-05 4.56364e-06 0.00872182 7.98473e-06 1.10583e-05 5.39088e-06 3.5472e-06 9.28794e-06 1.27749e-35 Variance: 1.5732e-06 Variances/cluster: 3.13264e-06 4.18944e-08 1.47365e-07 4.67903e-08 0 3.45222e-08 7.5794e-07 4.50762e-08 2.72576e-06 3.97437e-08 3.62232e-08 4.3546e-08 1.69132e-07 5.40459e-08 2.91641e-08 2.78198e-08 2.86179e-08 4.00974e-08 3.22772e-08 4.3441e-08 3.56151e-08 0 4.79257e-08 4.00634e-08 3.7007e-08 4.16342e-08 2.80245e-08 3.27746e-08 3.26964e-08 3.95638e-08 5.36855e-08 0.156503 5.15105e-08 2.85718e-08 3.45458e-08 2.6463e-08 5.18712e-08 0 -------------------------------------------------------------- Initialization seed trial #951 of 1000; initialization seed = 493578176 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 721540 Distortion: 0.000275364 Distortions/cluster: 1.27749e-35 1.14431e-05 1.03963e-05 4.74184e-06 0 1.29304e-05 2.45348e-05 1.16416e-05 4.81569e-35 5.89307e-06 4.7001e-06 5.69291e-06 8.10118e-06 6.2082e-06 1.59192e-05 1.73823e-05 6.33706e-06 4.35081e-06 7.43948e-06 3.01554e-06 1.07336e-05 5.14179e-06 7.30495e-06 5.80387e-06 5.38754e-06 4.03718e-06 5.38151e-06 5.93258e-06 8.64491e-06 7.13813e-06 1.08283e-34 4.30584e-06 1.59379e-05 6.07583e-06 7.12162e-06 9.64317e-35 2.37044e-35 1.56888e-05 Variance: 4.68147e-08 Variances/cluster: 0 5.49975e-08 4.87934e-08 4.43125e-08 0 4.95259e-08 2.72576e-06 3.45419e-08 2.67973e-31 2.529e-08 4.12252e-08 3.25277e-08 6.86486e-08 3.58826e-08 7.5794e-07 6.34191e-08 3.28316e-08 3.10742e-08 2.89448e-08 3.72259e-08 1.11797e-07 2.65017e-08 3.32014e-08 5.42371e-08 5.28158e-08 3.77274e-08 2.33958e-08 2.54595e-08 2.66787e-08 1.58576e-07 0 4.34894e-08 4.41347e-08 2.79964e-08 2.97941e-08 6.86694e-32 0 3.98063e-08 -------------------------------------------------------------- Initialization seed trial #952 of 1000; initialization seed = 493578177 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 504808 Distortion: 0.0359167 Distortions/cluster: 1.04772e-05 1.39005e-05 3.38104e-05 5.31112e-06 1.14213e-05 4.06097e-06 5.96061e-06 6.24466e-06 1.08283e-34 4.35604e-05 9.03582e-06 6.18708e-06 4.53416e-06 1.0241e-05 8.22827e-06 6.97435e-06 4.35005e-06 7.8634e-06 5.7898e-06 4.7499e-06 6.47288e-06 7.44391e-06 0.0356196 3.88052e-06 4.39097e-06 9.23755e-06 9.11969e-06 6.04882e-06 8.6611e-06 7.96166e-06 9.19085e-06 9.37033e-06 5.58615e-06 7.12955e-06 2.37044e-35 1.27749e-35 0 4.81569e-35 Variance: 6.10621e-06 Variances/cluster: 4.34702e-08 4.71052e-08 3.13025e-07 2.26951e-08 4.34125e-08 2.28117e-08 4.51523e-08 3.06011e-08 0 2.7222e-06 6.54717e-08 5.52384e-08 3.10532e-08 5.30452e-08 2.88686e-08 2.95498e-08 2.18576e-08 3.3891e-08 3.07941e-08 3.25298e-08 3.31912e-08 1.61775e-07 0.035575 2.45573e-08 2.34786e-08 5.24691e-08 4.69936e-08 2.9942e-08 3.01751e-08 5.72732e-08 6.42659e-08 5.35285e-08 2.48252e-08 3.41016e-08 0 0 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #953 of 1000; initialization seed = 493578178 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 500284 Distortion: 0.0398039 Distortions/cluster: 4.33463e-06 7.83761e-06 1.16661e-05 7.61033e-06 6.21528e-06 2.45348e-05 4.169e-06 9.86727e-06 5.85487e-06 7.13813e-06 1.59192e-05 5.40067e-06 4.61775e-06 0.00391362 1.19203e-05 6.64815e-06 1.03791e-05 6.98295e-06 5.86936e-06 6.46749e-06 1.23789e-05 1.03262e-05 7.05466e-06 4.81569e-35 5.54483e-06 7.8005e-06 1.11091e-05 7.10625e-06 2.37044e-35 4.69771e-06 0.0356196 0 1.11551e-05 6.86457e-06 7.27388e-06 6.27128e-06 4.35621e-06 5.32836e-06 Variance: 6.76706e-06 Variances/cluster: 2.40786e-08 3.10915e-08 4.03636e-08 3.64099e-08 4.53521e-08 2.72576e-06 2.91513e-08 8.50566e-08 2.60194e-08 1.58576e-07 7.5794e-07 2.93481e-08 3.27462e-08 0.00391989 5.22781e-08 2.90287e-08 6.10482e-08 2.99671e-08 4.25177e-08 2.29324e-08 4.28198e-08 3.23674e-08 4.86372e-08 2.67973e-31 3.14943e-08 3.48206e-08 3.75275e-08 4.93342e-08 0 3.64132e-08 0.035575 0 1.1499e-07 4.45604e-08 4.46106e-08 2.944e-08 2.26859e-08 4.88688e-08 -------------------------------------------------------------- Initialization seed trial #954 of 1000; initialization seed = 493578179 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 601369 Distortion: 0.00422831 Distortions/cluster: 7.19204e-06 7.63133e-06 1.4005e-05 7.01141e-06 1.94256e-05 6.73624e-06 9.64317e-35 4.35604e-05 7.67162e-06 1.48811e-05 0.00391362 9.85554e-06 5.54523e-06 1.77071e-05 2.37044e-35 0 4.81569e-35 5.52814e-06 3.28529e-05 1.03242e-05 1.27573e-05 8.96518e-06 0 9.76921e-06 5.1461e-06 0 1.20654e-05 3.41954e-06 2.06971e-05 0 9.11504e-06 0 0 8.29638e-06 0 0 7.86943e-06 6.65554e-06 Variance: 7.18855e-07 Variances/cluster: 3.44087e-08 2.8054e-08 5.76151e-08 5.60864e-08 5.48569e-08 3.2382e-08 6.86694e-32 2.7222e-06 2.77933e-08 3.5855e-08 0.00391989 2.18977e-07 2.4107e-08 4.35996e-08 0 0 2.67973e-31 3.89274e-08 3.12848e-07 5.67094e-08 3.3569e-08 5.15074e-08 0 5.14129e-08 2.49781e-08 0 3.29624e-08 3.75745e-08 5.51741e-08 0 4.21958e-08 0 0 5.42197e-08 0 0 2.46669e-08 3.50259e-08 -------------------------------------------------------------- Initialization seed trial #955 of 1000; initialization seed = 493578180 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 500641 Distortion: 0.0398325 Distortions/cluster: 3.12823e-06 9.19216e-06 5.94964e-06 3.38104e-05 1.43697e-05 5.66723e-06 0.0356196 9.41563e-06 6.76216e-06 2.37044e-35 0.00391362 9.96517e-06 6.72144e-06 8.19543e-06 7.13813e-06 5.67025e-06 4.93951e-06 6.22618e-06 4.22164e-06 4.35604e-05 5.38754e-06 8.47192e-06 9.23755e-06 5.56131e-06 1.22892e-05 8.27087e-06 9.76086e-06 0 4.86784e-06 6.00943e-06 0 7.12217e-06 1.04221e-05 1.44708e-05 6.70032e-06 0 4.81569e-35 5.81903e-06 Variance: 6.77193e-06 Variances/cluster: 3.76866e-08 4.71241e-08 3.13111e-08 3.13025e-07 4.82051e-08 3.18356e-08 0.035575 5.34817e-08 3.14482e-08 0 0.00391989 2.75249e-08 2.4089e-08 6.82898e-08 1.58576e-07 5.39977e-08 4.49008e-08 3.55752e-08 3.80295e-08 2.7222e-06 5.28158e-08 4.45848e-08 5.24691e-08 2.89626e-08 3.60269e-08 5.44088e-08 3.16879e-08 0 2.93218e-08 2.88889e-08 0 2.58965e-08 5.31567e-08 4.41039e-08 2.63769e-08 0 2.67973e-31 2.54084e-08 -------------------------------------------------------------- Initialization seed trial #956 of 1000; initialization seed = 493578181 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 32 BIC score: 598088 Distortion: 0.00447445 Distortions/cluster: 5.15976e-06 1.06771e-05 0.00391362 0.000296857 3.33787e-06 9.64317e-35 3.80493e-05 5.89318e-06 6.37712e-06 1.31531e-05 5.75853e-06 5.5155e-06 4.89552e-06 7.3479e-06 2.37044e-35 5.40759e-06 8.02377e-06 0 6.65103e-06 0 1.54494e-05 5.11331e-06 1.61858e-05 1.6363e-05 3.68352e-06 5.10704e-06 6.84617e-06 8.42684e-06 0 7.92634e-06 0 9.09221e-06 0 1.01582e-05 6.57441e-06 1.20313e-05 5.68524e-06 9.07718e-06 Variance: 7.60702e-07 Variances/cluster: 3.93842e-08 4.91875e-08 0.00391989 1.9788e-05 4.572e-08 6.86694e-32 3.65819e-07 2.74075e-08 2.42454e-08 5.05729e-08 5.93608e-08 1.37842e-07 2.98481e-08 2.56002e-08 0 3.14363e-08 3.19644e-08 0 2.98226e-08 0 6.30389e-08 1.7043e-07 4.40886e-08 4.04893e-08 2.99444e-08 4.47958e-08 2.82866e-08 2.70928e-08 0 5.74323e-08 0 4.24834e-08 0 3.00512e-08 2.83355e-08 5.51715e-08 4.44121e-08 3.37412e-08 -------------------------------------------------------------- Initialization seed trial #957 of 1000; initialization seed = 493578182 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 44 BIC score: 717316 Distortion: 0.00030614 Distortions/cluster: 4.35604e-05 3.50868e-06 1.14431e-05 6.57951e-06 8.24891e-06 1.29304e-05 9.64317e-35 1.56888e-05 7.56866e-06 6.84801e-06 8.76392e-06 0 6.61932e-06 3.38104e-05 4.09467e-06 1.73823e-05 6.37244e-06 1.27749e-35 2.37044e-35 4.81569e-35 4.29516e-06 4.2836e-06 9.43847e-06 1.06019e-05 1.08283e-34 1.03963e-05 7.80567e-06 1.02327e-05 0 7.41922e-06 4.58956e-06 0 6.90931e-06 6.47128e-06 0 6.59077e-06 7.74845e-06 1.59379e-05 Variance: 5.20469e-08 Variances/cluster: 2.7222e-06 3.89822e-08 5.49975e-08 2.39234e-08 7.78127e-08 4.95259e-08 6.86694e-32 3.98063e-08 2.83446e-08 1.55588e-07 3.34472e-08 0 2.96805e-08 3.13025e-07 4.4026e-08 6.34191e-08 4.00749e-08 0 0 2.67973e-31 2.92153e-08 4.11849e-08 3.46972e-08 3.18346e-08 0 4.87934e-08 2.74823e-08 3.07261e-08 0 9.27331e-08 3.23182e-08 0 3.07045e-08 5.48366e-08 0 2.44982e-08 3.45881e-08 4.41347e-08 -------------------------------------------------------------- Initialization seed trial #958 of 1000; initialization seed = 493578183 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 64 BIC score: 690526 Distortion: 0.000550831 Distortions/cluster: 5.48268e-06 9.19443e-06 6.50053e-06 6.26887e-06 6.7512e-06 5.2945e-06 0.000296857 9.64317e-35 6.33641e-06 4.29452e-06 9.00688e-06 8.91781e-06 2.37044e-35 4.68054e-06 3.46146e-06 1.27749e-35 3.60996e-06 1.38507e-05 3.49868e-06 5.77029e-06 0 3.80493e-05 7.4991e-06 1.08283e-34 4.29883e-06 9.6622e-06 8.28714e-06 1.05958e-05 1.25563e-05 7.18729e-06 1.09297e-05 5.80549e-06 5.5155e-06 8.65578e-06 4.99561e-06 6.34434e-06 5.55796e-06 5.11331e-06 Variance: 9.36468e-08 Variances/cluster: 2.42568e-08 4.31629e-08 2.95453e-08 3.99246e-08 5.57901e-08 4.16765e-08 1.9788e-05 6.86694e-32 4.25126e-08 3.93863e-08 5.1464e-08 3.03298e-08 0 4.14071e-08 3.76216e-08 0 3.7204e-08 4.45213e-08 4.16372e-08 3.29694e-08 0 3.65819e-07 2.90638e-08 0 6.05286e-08 3.45048e-08 4.18409e-08 3.36266e-08 4.42081e-08 2.71195e-08 3.07852e-08 4.39669e-08 1.37842e-07 3.42096e-08 2.42478e-08 2.35828e-08 3.85938e-08 1.7043e-07 -------------------------------------------------------------- Initialization seed trial #959 of 1000; initialization seed = 493578184 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 37 BIC score: 717600 Distortion: 0.000301073 Distortions/cluster: 9.16766e-06 5.79865e-06 9.64317e-35 3.38104e-05 6.58513e-06 8.72101e-06 1.35789e-05 8.5166e-06 1.08283e-34 6.06094e-06 8.4402e-06 6.42233e-06 2.37044e-35 6.70722e-06 4.35604e-05 1.35275e-05 5.56145e-06 6.97464e-06 8.62381e-06 1.12119e-05 7.13813e-06 1.27749e-35 7.36009e-06 1.30221e-05 5.77053e-06 0 4.81569e-35 7.15715e-06 9.62765e-06 4.99848e-06 1.0265e-05 5.30962e-06 5.7028e-06 7.13422e-06 6.50786e-06 0 0 7.81068e-06 Variance: 5.11855e-08 Variances/cluster: 3.01542e-08 2.44647e-08 6.86694e-32 3.13025e-07 2.52274e-08 8.54936e-08 4.42165e-08 5.83279e-08 0 3.04543e-08 7.09196e-08 4.36751e-08 0 3.16349e-08 2.7222e-06 4.63121e-08 3.03869e-08 4.17606e-08 2.90339e-08 3.44869e-08 1.58576e-07 0 3.02858e-08 4.60108e-08 3.25986e-08 0 2.67973e-31 4.70713e-08 5.14682e-08 2.42619e-08 5.2637e-08 2.91708e-08 2.58023e-08 4.81886e-08 2.39238e-08 0 0 5.17109e-08 -------------------------------------------------------------- Initialization seed trial #960 of 1000; initialization seed = 493578185 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 717294 Distortion: 0.000303483 Distortions/cluster: 7.92634e-06 6.82452e-06 5.96061e-06 3.14299e-05 7.97875e-06 4.81569e-35 1.58946e-05 3.95783e-06 6.68976e-06 8.56211e-06 9.56225e-06 5.79104e-06 8.50008e-06 8.67633e-06 1.27749e-35 6.05015e-06 6.01896e-06 1.08283e-34 1.05984e-05 5.20374e-06 1.26088e-05 9.64317e-35 1.27266e-05 5.88455e-06 5.91613e-06 1.6165e-05 6.04463e-06 0 5.1342e-06 4.35604e-05 5.61197e-06 2.37044e-35 6.05507e-06 5.78692e-06 0 7.15829e-06 1.52053e-05 0 Variance: 5.15953e-08 Variances/cluster: 5.74323e-08 3.04639e-08 4.51523e-08 3.11154e-07 2.92237e-08 2.67973e-31 4.41372e-08 2.99801e-08 5.1051e-08 6.68861e-08 2.96019e-08 3.14703e-08 3.29432e-08 4.58916e-08 0 2.3724e-08 5.47144e-08 0 4.39733e-08 2.29213e-08 5.04193e-08 6.86694e-32 2.23215e-07 3.34318e-08 2.49604e-08 6.19154e-08 4.50943e-08 0 2.93357e-08 2.7222e-06 3.34012e-08 0 2.69083e-08 2.7039e-08 0 4.02115e-08 3.92775e-08 0 -------------------------------------------------------------- Initialization seed trial #961 of 1000; initialization seed = 493578186 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 505163 Distortion: 0.0358898 Distortions/cluster: 9.7896e-06 7.63595e-06 9.29477e-06 1.11307e-05 7.49698e-06 7.2557e-06 8.21088e-06 5.53931e-06 6.30126e-06 1.14012e-05 7.00006e-06 6.09972e-06 2.45348e-05 5.89042e-06 6.83397e-06 1.08283e-34 5.94479e-06 5.20283e-06 6.44463e-06 6.46519e-06 8.84915e-06 1.05971e-05 2.37044e-35 1.59192e-05 7.00207e-06 7.71794e-06 7.92634e-06 0.0356196 1.27749e-35 4.81569e-35 9.07767e-06 6.2951e-06 0 7.31527e-06 5.81871e-06 5.53691e-06 1.12673e-05 8.48226e-06 Variance: 6.10164e-06 Variances/cluster: 3.53384e-08 2.62381e-08 3.82376e-08 1.14738e-07 4.43465e-08 3.28283e-08 3.35109e-08 4.32617e-08 3.66315e-08 4.4883e-08 2.94086e-08 1.45184e-07 2.72576e-06 4.23632e-08 2.4318e-08 0 2.70191e-08 4.95477e-08 4.73716e-08 3.6115e-08 2.7225e-08 3.10739e-08 0 7.5794e-07 3.01714e-08 4.10492e-08 5.74323e-08 0.035575 0 2.67973e-31 7.893e-08 4.31036e-08 0 5.22363e-08 4.51024e-08 5.03199e-08 4.2504e-08 2.96557e-08 -------------------------------------------------------------- Initialization seed trial #962 of 1000; initialization seed = 493578187 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 50 BIC score: 505279 Distortion: 0.0359227 Distortions/cluster: 1.11039e-05 4.20402e-06 4.95311e-06 2.37044e-35 4.69961e-06 6.09157e-06 1.27476e-05 1.27749e-35 1.0689e-05 4.35604e-05 1.00858e-05 6.09625e-06 7.33938e-06 7.65016e-06 0.0356196 4.81569e-35 1.12155e-05 1.5208e-05 8.25873e-06 1.04349e-05 6.07221e-06 6.12398e-06 0 3.46798e-05 4.43716e-06 3.72724e-06 5.76202e-06 1.08283e-34 6.40219e-06 1.29889e-05 6.26254e-06 8.91592e-06 9.29895e-06 0 0 1.08566e-05 5.37155e-06 7.96166e-06 Variance: 6.10723e-06 Variances/cluster: 4.4412e-08 2.22409e-08 2.12561e-08 0 2.4475e-08 3.27475e-08 5.4694e-08 0 5.39674e-08 2.7222e-06 5.47968e-08 3.29498e-08 1.6305e-07 3.20062e-08 0.035575 2.67973e-31 3.3171e-08 4.4584e-08 2.91803e-08 3.12395e-08 4.56518e-08 5.51676e-08 0 3.15236e-07 2.3351e-08 2.95778e-08 2.73054e-08 0 2.7241e-08 4.7228e-08 3.49829e-08 6.75394e-08 4.76716e-08 0 0 4.88875e-08 2.98385e-08 5.72732e-08 -------------------------------------------------------------- Initialization seed trial #963 of 1000; initialization seed = 493578188 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 717190 Distortion: 0.000308651 Distortions/cluster: 8.59704e-06 1.28438e-05 8.58142e-06 4.35604e-05 7.30839e-06 3.33388e-05 9.64155e-06 9.35485e-06 9.3708e-06 9.16379e-06 7.13813e-06 9.64317e-35 1.24518e-05 8.38361e-06 8.36739e-06 1.31169e-05 1.10499e-05 1.05815e-05 7.56209e-06 6.17578e-06 1.06119e-05 2.37044e-35 8.07057e-06 1.27749e-35 1.42151e-05 0 6.94846e-06 0 8.49657e-06 0 1.04979e-05 1.08283e-34 7.32942e-06 0 4.81569e-35 0 0 5.89322e-06 Variance: 5.24738e-08 Variances/cluster: 3.31903e-08 4.4737e-08 5.91772e-08 2.7222e-06 3.35218e-08 3.11545e-07 5.18324e-08 4.79581e-08 2.74772e-08 5.17563e-08 1.58576e-07 6.86694e-32 3.34697e-08 9.41906e-08 2.55861e-08 5.72612e-08 4.623e-08 3.37958e-08 3.53335e-08 2.72037e-08 5.385e-08 0 2.77315e-08 0 4.55466e-08 0 2.96917e-08 0 6.79663e-08 0 3.22981e-08 0 3.06634e-08 0 2.67973e-31 0 0 3.31052e-08 -------------------------------------------------------------- Initialization seed trial #964 of 1000; initialization seed = 493578189 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 39 BIC score: 724973 Distortion: 0.0002549 Distortions/cluster: 6.64969e-06 4.131e-06 8.61923e-06 4.28853e-06 1.03137e-05 6.43556e-06 1.04221e-05 4.81569e-35 6.27058e-06 6.3598e-06 9.85484e-06 5.5993e-06 9.83736e-06 7.02759e-06 1.27749e-35 1.08317e-05 1.39777e-05 1.33449e-05 9.64317e-35 1.11242e-05 5.60331e-06 7.03566e-06 9.87389e-06 2.37044e-35 5.25522e-06 8.66855e-06 5.15048e-06 8.97225e-06 9.53764e-06 1.06118e-05 6.45786e-06 1.08283e-34 6.48782e-06 4.77867e-06 1.06151e-05 5.92438e-06 4.83967e-06 0 Variance: 4.33356e-08 Variances/cluster: 3.84342e-08 3.12919e-08 5.28628e-08 2.97788e-08 4.60287e-08 2.95183e-08 5.31567e-08 2.67973e-31 2.97158e-08 2.72921e-08 8.95767e-07 3.27412e-08 1.18513e-07 2.4656e-08 0 1.12819e-07 4.7059e-08 3.93528e-08 6.86694e-32 3.83558e-08 3.09548e-08 2.53059e-08 3.12438e-08 0 1.75159e-06 5.85663e-08 2.31976e-08 5.18459e-08 4.74357e-08 5.2791e-08 4.0355e-07 0 3.01729e-08 2.29724e-08 3.39028e-08 5.7499e-08 1.27319e-07 0 -------------------------------------------------------------- Initialization seed trial #965 of 1000; initialization seed = 493578190 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 67 BIC score: 600435 Distortion: 0.00421333 Distortions/cluster: 6.00252e-06 5.94969e-06 2.94977e-06 3.35567e-05 9.39182e-06 6.30787e-06 0 6.41612e-06 7.38274e-06 6.83287e-06 6.2752e-06 6.98837e-06 1.34497e-05 0.00391362 3.37721e-06 7.7946e-06 7.11114e-06 8.23315e-06 7.57278e-06 9.68586e-06 3.54418e-06 8.66901e-06 7.77203e-06 5.50873e-06 8.64916e-06 1.37049e-05 4.81569e-35 4.35604e-05 5.35737e-06 1.58113e-05 1.51538e-05 9.64317e-35 2.37044e-35 0 0 5.33029e-06 5.65014e-06 5.71859e-06 Variance: 7.16309e-07 Variances/cluster: 3.12604e-08 2.38916e-08 3.55366e-08 3.13581e-07 5.62215e-08 2.38012e-08 0 4.89732e-08 4.76152e-08 1.55244e-07 2.98793e-08 3.83944e-08 4.63739e-08 0.00391989 5.36019e-08 2.73471e-08 2.74535e-08 3.57932e-08 2.82542e-08 5.1504e-08 3.98188e-08 6.93465e-08 2.83626e-08 2.71342e-08 5.0861e-08 3.81628e-08 2.67973e-31 2.7222e-06 4.39091e-08 5.01786e-08 4.24337e-08 6.86694e-32 0 0 0 2.79041e-08 3.00504e-08 5.39457e-08 -------------------------------------------------------------- Initialization seed trial #966 of 1000; initialization seed = 493578191 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 73 BIC score: 717217 Distortion: 0.000308487 Distortions/cluster: 8.84245e-06 4.35604e-05 1.42053e-05 1.32043e-05 8.19038e-06 9.21322e-06 0 1.18234e-05 1.02845e-05 4.81569e-35 9.64317e-35 1.18482e-05 1.48402e-05 6.79116e-06 5.82924e-06 7.96315e-06 5.65674e-06 8.05239e-06 2.37044e-35 1.27749e-35 1.08283e-34 1.0149e-05 3.35567e-05 0 8.79901e-06 6.15709e-06 6.72972e-06 9.23755e-06 7.34253e-06 5.21577e-06 0 9.91303e-06 1.0357e-05 0 0 0 1.2289e-05 8.43566e-06 Variance: 5.24459e-08 Variances/cluster: 2.96701e-08 2.7222e-06 4.34269e-08 3.41167e-08 3.23702e-08 4.7232e-08 0 4.51238e-08 5.29958e-08 2.67973e-31 6.86694e-32 3.2727e-08 4.91238e-08 3.28041e-08 2.43874e-08 3.2633e-08 2.99263e-08 3.41171e-08 0 0 0 5.20424e-08 3.13581e-07 0 7.78603e-08 1.46551e-07 2.90047e-08 5.24691e-08 2.34565e-08 2.55645e-08 0 5.6307e-08 7.84558e-08 0 0 0 3.59209e-08 5.8576e-08 -------------------------------------------------------------- Initialization seed trial #967 of 1000; initialization seed = 493578192 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 71 BIC score: 718271 Distortion: 0.000297381 Distortions/cluster: 6.48419e-06 4.86185e-06 9.90933e-06 8.23674e-06 6.00174e-06 6.93307e-06 1.03124e-05 8.52133e-06 9.34519e-06 5.40433e-06 9.17943e-06 4.35604e-05 1.27749e-35 6.36481e-06 5.75662e-06 1.48186e-05 8.91513e-06 9.64317e-35 1.25417e-05 4.81569e-35 5.84043e-06 2.37044e-35 7.4852e-06 5.5155e-06 5.50657e-06 1.08283e-34 5.96688e-06 3.1695e-05 0 0 8.43566e-06 0 5.70101e-06 1.24307e-05 7.83356e-06 6.69298e-06 5.11331e-06 1.2017e-05 Variance: 5.05577e-08 Variances/cluster: 2.44665e-08 2.48024e-08 3.01169e-08 5.08287e-08 2.67909e-08 2.96259e-08 5.23432e-08 4.62966e-08 3.51292e-08 2.90521e-08 5.2437e-08 2.7222e-06 0 3.55543e-08 4.91866e-08 4.39575e-08 4.92504e-08 6.86694e-32 3.68753e-08 2.67973e-31 2.46404e-08 0 2.86765e-08 1.37842e-07 4.36885e-08 0 3.38992e-08 3.10701e-07 0 0 5.8576e-08 0 3.95872e-08 4.63683e-08 2.59367e-08 3.29674e-08 1.7043e-07 4.56884e-08 -------------------------------------------------------------- Initialization seed trial #968 of 1000; initialization seed = 493578193 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 717109 Distortion: 0.000306076 Distortions/cluster: 4.81569e-35 0 6.6674e-06 6.47127e-06 6.4025e-06 2.37044e-35 1.14335e-05 2.10019e-05 3.28529e-05 5.79865e-06 8.01873e-06 8.07403e-06 4.35604e-05 8.43566e-06 5.07863e-06 9.64317e-35 1.0035e-05 9.09958e-06 5.84277e-06 6.90021e-06 9.0739e-06 1.44352e-05 9.10449e-06 0 1.07315e-05 6.27276e-06 6.3331e-06 1.08283e-34 6.88606e-06 3.69968e-06 5.51648e-06 0 6.79413e-06 1.04285e-05 9.6207e-06 0 1.27749e-35 1.15067e-05 Variance: 5.20361e-08 Variances/cluster: 2.67973e-31 0 3.36708e-08 3.02369e-08 3.46049e-08 0 4.78234e-08 5.67432e-08 3.12848e-07 3.37096e-08 3.96931e-08 5.38106e-08 2.7222e-06 5.8576e-08 2.57776e-08 6.86694e-32 5.17228e-08 2.69187e-08 2.60815e-08 2.85108e-08 3.3729e-08 3.94276e-08 4.71583e-08 0 5.36403e-08 2.75094e-08 4.83283e-08 0 4.27671e-08 4.45607e-08 2.37758e-08 0 3.0059e-08 4.4754e-08 2.94186e-08 0 0 2.50105e-07 -------------------------------------------------------------- Initialization seed trial #969 of 1000; initialization seed = 493578194 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 600543 Distortion: 0.00421522 Distortions/cluster: 1.51353e-05 9.71184e-06 4.69663e-06 9.64317e-35 4.6839e-06 4.89178e-06 6.48465e-06 9.14145e-06 2.37044e-35 7.87799e-06 0 7.3004e-06 8.61535e-06 4.10086e-06 9.67729e-06 5.10885e-06 3.35567e-05 8.73611e-06 1.57405e-05 0.00391362 9.62261e-06 8.48685e-06 0 0 1.22691e-05 4.81569e-35 0 8.30726e-06 3.89378e-06 9.52126e-06 6.46397e-06 8.88455e-06 7.19605e-06 4.95803e-06 4.35604e-05 8.20728e-06 9.28855e-06 5.47822e-06 Variance: 7.1663e-07 Variances/cluster: 3.95049e-08 2.925e-08 3.23868e-08 6.86694e-32 2.53154e-08 4.25232e-08 3.00189e-08 7.68119e-08 0 4.92216e-08 0 5.21301e-08 5.90043e-08 3.15423e-08 5.09292e-08 2.47981e-08 3.13581e-07 5.32522e-08 4.26432e-08 0.00391989 8.36685e-08 2.57936e-08 0 0 4.56064e-08 2.67973e-31 0 3.46104e-08 2.29019e-08 3.04168e-08 1.50277e-07 3.05281e-08 3.7282e-08 2.45422e-08 2.7222e-06 4.50804e-08 4.71347e-08 2.5243e-08 -------------------------------------------------------------- Initialization seed trial #970 of 1000; initialization seed = 493578195 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 83 BIC score: 550035 Distortion: 0.0129049 Distortions/cluster: 4.81569e-35 2.45348e-05 6.59059e-06 3.91979e-06 2.78476e-06 1.14213e-05 5.00801e-06 4.0993e-06 5.83231e-06 9.751e-06 5.73138e-06 5.73364e-06 0.00872182 4.12527e-06 1.02845e-05 4.80875e-06 9.47699e-06 5.71983e-06 9.07648e-06 7.03437e-06 9.37033e-06 0 7.13813e-06 1.59192e-05 5.45499e-06 8.49344e-06 4.8532e-06 1.11551e-05 4.10521e-06 1.07474e-05 5.5985e-06 9.23755e-06 6.33917e-06 1.39005e-05 6.20414e-06 9.81255e-06 5.24235e-06 0.00391362 Variance: 2.19397e-06 Variances/cluster: 2.67973e-31 2.72576e-06 3.41452e-08 2.57858e-08 3.16422e-08 4.34125e-08 2.70676e-08 2.45446e-08 2.73793e-08 4.1846e-08 3.35135e-08 2.75632e-08 0.156503 2.1941e-08 5.29958e-08 2.14657e-08 4.96138e-08 2.39302e-08 4.70132e-08 3.39714e-08 5.35285e-08 0 1.58576e-07 7.5794e-07 2.87071e-08 5.85704e-08 3.59465e-08 1.1499e-07 5.196e-08 4.33329e-08 2.75756e-08 5.24691e-08 3.07626e-08 4.71052e-08 2.95409e-08 8.83954e-08 2.31936e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #971 of 1000; initialization seed = 493578196 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 53 BIC score: 600181 Distortion: 0.00421062 Distortions/cluster: 8.74295e-06 7.68486e-06 6.06231e-06 4.35604e-05 0 5.41052e-06 7.17184e-06 8.97436e-06 3.35567e-05 0.00391362 5.00329e-06 1.1352e-05 1.24497e-05 7.42091e-06 9.76373e-06 8.30551e-06 2.37044e-35 4.97822e-06 5.63611e-06 4.4572e-06 5.17859e-06 6.46492e-06 6.27541e-06 9.53313e-06 7.14582e-06 6.14398e-06 6.81726e-06 7.98527e-06 3.61614e-06 7.0278e-06 4.81569e-35 6.90419e-06 9.98553e-06 9.64317e-35 0 1.17463e-05 5.20293e-06 6.43603e-06 Variance: 7.15848e-07 Variances/cluster: 2.9939e-08 3.17529e-08 2.68213e-08 2.7222e-06 0 2.35212e-08 2.85706e-08 5.04139e-08 3.13581e-07 0.00391989 3.06921e-08 4.50439e-08 4.38226e-08 5.98406e-08 8.34447e-08 5.84845e-08 0 4.25349e-08 2.67087e-08 6.02143e-08 4.17492e-08 4.85939e-08 4.41785e-08 3.30903e-08 3.23312e-08 2.55977e-08 1.5489e-07 2.46437e-08 2.89258e-08 3.99268e-08 2.67973e-31 4.69522e-08 4.05786e-08 6.86694e-32 0 3.3558e-08 3.66372e-08 4.17789e-08 -------------------------------------------------------------- Initialization seed trial #972 of 1000; initialization seed = 493578197 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 41 BIC score: 600591 Distortion: 0.00420938 Distortions/cluster: 1.13359e-05 4.35604e-05 7.97196e-06 7.31957e-06 6.71798e-06 8.80424e-06 6.30184e-06 1.12962e-05 4.19866e-06 5.83534e-06 9.80334e-06 6.86179e-06 0 4.81569e-35 7.05112e-06 0.00391362 2.37044e-35 7.78115e-06 8.65937e-06 9.64317e-35 9.1514e-06 8.20162e-06 5.72864e-06 1.10165e-05 6.95363e-06 7.98699e-06 8.01156e-06 8.44886e-06 5.08597e-06 4.53104e-06 0 7.29313e-06 6.81373e-06 5.11331e-06 1.05977e-05 6.52356e-06 0 3.08055e-05 Variance: 7.15638e-07 Variances/cluster: 3.53112e-08 2.7222e-06 3.94619e-08 3.31173e-08 4.69649e-08 2.64368e-08 2.60384e-08 3.29307e-08 3.96068e-08 4.16674e-08 5.24074e-08 4.60484e-08 0 2.67973e-31 3.45611e-08 0.00391989 0 5.05107e-08 3.30402e-08 6.86694e-32 3.42719e-08 5.50394e-08 4.69531e-08 3.31788e-08 3.04948e-08 3.47146e-08 2.94517e-08 3.73722e-08 8.61738e-08 1.25821e-07 0 4.33975e-08 5.58454e-08 1.7043e-07 2.82572e-08 4.52881e-08 0 3.08023e-07 -------------------------------------------------------------- Initialization seed trial #973 of 1000; initialization seed = 493578198 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 30 BIC score: 690201 Distortion: 0.000563193 Distortions/cluster: 1.1388e-05 8.00015e-06 7.59554e-06 2.37044e-35 1.08283e-34 7.47757e-06 3.00695e-06 9.68218e-06 6.95913e-06 0 6.47451e-06 9.0583e-06 0 0 1.10148e-05 3.77725e-05 7.43316e-06 8.78909e-06 0 7.83035e-06 4.74397e-06 1.00497e-05 9.79174e-06 8.77806e-06 9.64317e-35 1.18727e-05 0.000296857 4.07985e-06 0 1.00834e-05 7.55567e-06 9.73034e-06 1.27749e-35 1.01223e-05 8.71823e-06 9.76521e-06 7.17674e-06 1.13854e-05 Variance: 9.57485e-08 Variances/cluster: 3.12831e-08 5.02991e-08 3.8357e-08 0 0 2.9553e-08 3.66673e-08 2.73484e-08 2.6258e-08 0 2.62095e-08 7.94527e-08 0 0 4.42219e-08 3.66684e-07 6.09073e-08 3.25415e-08 0 5.15e-08 5.51576e-08 5.07522e-08 3.33023e-08 3.81624e-08 6.86694e-32 3.17424e-08 1.9788e-05 4.0795e-08 0 3.93848e-08 4.75046e-08 3.67151e-08 0 3.17281e-08 5.00887e-08 3.53697e-08 4.59898e-08 2.18897e-07 -------------------------------------------------------------- Initialization seed trial #974 of 1000; initialization seed = 493578199 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 600331 Distortion: 0.00421414 Distortions/cluster: 1.60953e-05 5.3109e-06 1.88152e-05 1.54396e-05 5.78753e-06 4.68978e-06 3.80885e-06 5.30257e-06 4.81569e-35 3.14211e-06 4.4302e-06 3.34494e-06 6.79465e-06 7.18612e-06 5.80539e-06 2.99142e-06 9.00688e-06 9.64317e-35 6.91496e-06 6.54611e-06 0 2.37044e-35 5.11712e-06 4.44653e-06 2.25063e-05 5.81006e-06 1.57507e-05 3.46384e-06 5.11331e-06 0.00391362 5.71036e-06 9.09888e-06 4.35604e-05 5.69845e-06 3.3535e-06 7.78131e-06 3.1695e-05 0 Variance: 7.16447e-07 Variances/cluster: 4.01248e-08 3.17986e-08 6.39772e-08 5.95931e-08 1.41112e-07 3.14722e-08 2.48915e-08 3.81449e-08 2.67973e-31 2.38017e-08 2.89529e-08 3.75807e-08 5.5689e-08 2.99395e-08 3.0392e-08 2.7441e-08 5.1464e-08 6.86694e-32 2.84542e-08 2.82135e-08 0 0 2.11433e-08 2.4978e-08 5.69599e-08 6.60174e-08 4.3496e-08 2.19205e-08 1.7043e-07 0.00391989 2.85493e-08 4.29158e-08 2.7222e-06 2.53242e-08 2.14944e-08 3.39765e-08 3.10701e-07 0 -------------------------------------------------------------- Initialization seed trial #975 of 1000; initialization seed = 493578200 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 505559 Distortion: 0.0358703 Distortions/cluster: 6.46439e-06 5.84639e-06 3.47881e-06 1.00647e-05 4.76416e-06 1.27749e-35 4.31972e-06 5.25522e-06 1.02296e-05 9.69766e-06 7.97497e-06 8.10496e-06 1.33836e-05 6.83354e-06 7.46289e-06 6.28081e-06 8.80135e-06 9.34216e-06 6.45786e-06 8.66831e-06 6.59769e-06 4.81569e-35 5.5155e-06 1.06416e-05 7.11936e-06 0.0356196 1.08283e-34 8.5108e-06 8.31968e-06 2.37044e-35 9.85484e-06 4.56695e-06 7.34565e-06 8.75593e-06 8.00036e-06 9.68527e-06 1.24316e-05 0 Variance: 6.09832e-06 Variances/cluster: 4.0399e-08 3.65369e-08 3.86504e-08 4.59427e-08 4.53701e-08 0 4.11367e-08 1.75159e-06 5.27127e-08 2.77838e-08 2.44609e-08 3.08146e-08 3.90068e-08 3.13439e-08 3.0458e-08 5.4611e-08 5.17559e-08 3.92398e-08 4.0355e-07 9.63048e-08 3.66417e-08 2.67973e-31 1.37842e-07 3.27401e-08 3.04211e-08 0.035575 0 5.252e-08 3.21195e-08 0 8.95767e-07 1.69132e-07 3.13889e-08 3.40668e-08 4.7902e-08 4.76953e-08 3.32367e-08 0 -------------------------------------------------------------- Initialization seed trial #976 of 1000; initialization seed = 493578201 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 81 BIC score: 717377 Distortion: 0.000304381 Distortions/cluster: 6.79997e-06 8.8315e-06 7.45398e-06 7.20896e-06 3.46171e-06 6.04996e-06 9.15835e-06 9.85554e-06 6.87136e-06 9.04553e-06 3.28529e-05 6.84713e-06 1.08283e-34 5.24324e-06 5.46643e-06 5.68008e-06 0 1.27749e-35 9.5612e-06 6.40386e-06 4.81569e-35 7.55163e-06 9.78862e-06 1.48063e-05 6.74951e-06 6.68401e-06 4.35604e-05 9.95544e-06 6.0802e-06 2.11824e-05 1.25678e-05 9.64317e-35 9.45045e-06 2.37044e-35 0 0 0 9.2121e-06 Variance: 5.17478e-08 Variances/cluster: 3.2847e-08 3.64906e-08 2.7103e-08 2.4435e-08 3.80377e-08 2.86703e-08 4.23964e-08 2.18977e-07 5.58599e-08 5.41486e-08 3.12848e-07 5.80212e-08 0 2.91261e-08 3.84928e-08 2.56995e-08 0 0 5.14004e-08 3.00615e-08 2.67973e-31 2.82808e-08 4.7734e-08 3.98963e-08 2.80038e-08 3.19781e-08 2.7222e-06 5.23802e-08 3.07051e-08 5.66188e-08 5.00551e-08 6.86694e-32 2.69212e-08 0 0 0 0 5.26235e-08 -------------------------------------------------------------- Initialization seed trial #977 of 1000; initialization seed = 493578202 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 718269 Distortion: 0.000297766 Distortions/cluster: 9.74706e-06 1.27749e-35 2.37044e-35 8.84504e-06 5.52561e-06 4.35604e-05 1.51538e-05 1.02044e-05 1.48533e-05 7.11317e-06 4.58763e-06 1.1564e-05 6.21871e-06 6.47155e-06 1.08283e-34 5.11331e-06 6.25385e-06 1.17427e-05 4.81569e-35 7.45561e-06 5.83568e-06 3.38285e-06 1.04246e-05 9.64317e-35 7.92634e-06 4.62303e-06 8.6985e-06 6.07221e-06 8.27473e-06 0 0 5.49291e-06 3.14299e-05 6.09607e-06 7.32749e-06 4.67153e-06 0 1.30998e-05 Variance: 5.06232e-08 Variances/cluster: 4.77643e-08 0 0 5.35902e-08 3.83692e-08 2.7222e-06 4.24337e-08 4.3605e-08 3.90748e-08 3.23298e-08 2.38913e-08 4.83694e-08 3.53302e-08 2.54763e-08 0 1.7043e-07 2.33332e-08 3.35477e-08 2.67973e-31 2.7611e-08 1.42286e-07 2.81872e-08 5.28997e-08 6.86694e-32 5.74323e-08 4.32032e-08 5.176e-08 4.56518e-08 3.37715e-08 0 0 3.23076e-08 3.11154e-07 2.79608e-08 2.88459e-08 2.27853e-08 0 4.54813e-08 -------------------------------------------------------------- Initialization seed trial #978 of 1000; initialization seed = 493578203 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 62 BIC score: 716994 Distortion: 0.000307182 Distortions/cluster: 9.66153e-06 5.69069e-06 2.37044e-35 5.62597e-06 0 7.80232e-06 5.90524e-06 5.28578e-06 1.98797e-05 1.89901e-05 1.08283e-34 1.13535e-05 5.48559e-06 7.11468e-06 6.58588e-06 6.13501e-06 1.73974e-05 1.09721e-05 6.7609e-06 8.1082e-06 4.35604e-05 4.81569e-35 6.97728e-06 5.64573e-06 8.41116e-06 5.54232e-06 9.64317e-35 6.76613e-06 6.18002e-06 0 6.85075e-06 1.27749e-35 0 1.25053e-05 3.27353e-05 0 5.21136e-06 8.04154e-06 Variance: 5.2224e-08 Variances/cluster: 4.55587e-08 2.83094e-08 0 2.534e-08 0 2.68097e-08 2.36183e-08 4.44041e-08 4.77838e-08 7.3886e-08 0 2.14158e-07 2.74252e-08 5.00884e-08 3.29257e-08 3.42704e-08 4.23256e-08 3.75634e-08 4.27766e-08 3.15391e-08 2.7222e-06 2.67973e-31 2.82456e-08 4.9078e-08 3.67267e-08 4.36259e-08 6.86694e-32 2.42492e-08 2.94252e-08 0 3.32532e-08 0 0 6.12955e-08 3.11731e-07 0 4.6103e-08 4.62005e-08 -------------------------------------------------------------- Initialization seed trial #979 of 1000; initialization seed = 493578204 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 46 BIC score: 720674 Distortion: 0.000284146 Distortions/cluster: 7.09304e-06 5.04518e-06 5.36475e-06 7.13813e-06 6.32928e-06 1.59192e-05 1.88152e-05 2.45348e-05 5.82077e-06 7.45376e-06 1.08283e-34 4.81569e-35 8.57479e-06 2.25063e-05 3.5604e-06 7.61465e-06 6.32685e-06 9.55101e-06 5.84483e-06 9.25032e-06 5.53779e-06 1.03316e-05 1.60953e-05 1.60211e-05 9.64317e-35 2.37044e-35 1.07336e-05 5.87525e-06 9.2691e-06 0 0 0 4.73964e-06 0 9.2186e-06 1.27749e-35 4.14136e-06 1.54396e-05 Variance: 4.83078e-08 Variances/cluster: 5.62891e-08 2.86633e-08 2.37352e-08 1.58576e-07 3.22889e-08 7.5794e-07 6.39772e-08 2.72576e-06 2.36596e-08 3.22645e-08 0 2.67973e-31 2.9263e-08 5.69599e-08 3.82808e-08 3.369e-08 3.29495e-08 5.07993e-08 2.96657e-08 4.24292e-08 2.70111e-08 3.13052e-08 4.01248e-08 4.41208e-08 6.86694e-32 0 1.11797e-07 5.06442e-08 8.13015e-08 0 0 0 2.50745e-08 0 3.6007e-08 0 2.25054e-08 5.95931e-08 -------------------------------------------------------------- Initialization seed trial #980 of 1000; initialization seed = 493578205 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 505954 Distortion: 0.0359306 Distortions/cluster: 7.76264e-06 7.58836e-06 0.0356196 4.96259e-06 4.35604e-05 1.3952e-05 4.81569e-35 1.03389e-05 1.10863e-05 1.04774e-05 3.25722e-05 9.23182e-06 5.74892e-06 1.04854e-05 2.37044e-35 1.28024e-05 1.63102e-05 6.5681e-06 5.66166e-06 0 6.25259e-06 0 8.01728e-06 6.05117e-06 8.13435e-06 7.04475e-06 5.67924e-06 1.16436e-05 1.08283e-34 1.63816e-05 0 1.74277e-05 1.27749e-35 8.5048e-06 0 0 0 6.76344e-06 Variance: 6.10856e-06 Variances/cluster: 4.91267e-08 2.87413e-08 0.035575 3.54441e-08 2.7222e-06 4.77765e-08 2.67973e-31 1.95026e-07 4.41648e-08 3.30484e-08 3.13158e-07 2.95866e-08 2.75036e-08 4.87537e-08 0 5.09894e-08 4.09671e-08 2.469e-08 3.1984e-08 0 3.03488e-08 0 5.76733e-08 2.43972e-08 3.2405e-08 3.8704e-08 2.59304e-08 5.51654e-08 0 6.27452e-08 0 4.58474e-08 0 8.3375e-08 0 0 0 2.55202e-08 -------------------------------------------------------------- Initialization seed trial #981 of 1000; initialization seed = 493578206 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 70 BIC score: 504624 Distortion: 0.0361508 Distortions/cluster: 4.84371e-06 6.2844e-06 1.00836e-05 6.70176e-06 5.11121e-06 0.0356196 7.50984e-06 8.49802e-06 2.37044e-35 7.43091e-06 4.56695e-06 6.55413e-06 8.93987e-06 8.94235e-06 7.61849e-06 6.40661e-06 1.59192e-05 1.22602e-05 1.00005e-05 6.70182e-06 5.7378e-06 6.40684e-06 0.000272566 8.56837e-06 0 6.48381e-06 1.27749e-35 6.52923e-06 1.25574e-05 6.40457e-06 1.08283e-34 7.78115e-06 5.13312e-06 2.45348e-05 5.5346e-06 6.91355e-06 8.1022e-06 3.62068e-06 Variance: 6.146e-06 Variances/cluster: 2.27377e-08 1.49579e-07 3.33785e-08 2.59735e-08 2.98874e-08 0.035575 5.77631e-08 3.07869e-08 0 3.05772e-08 1.69132e-07 2.97889e-08 4.70369e-08 5.10953e-08 4.42899e-08 4.54335e-08 7.5794e-07 4.28537e-08 5.26174e-08 2.37632e-08 3.45612e-08 2.92524e-08 3.13264e-06 3.66138e-08 0 4.43952e-08 0 3.51002e-08 4.34374e-08 3.2181e-08 0 5.05107e-08 3.3329e-08 2.72576e-06 2.51545e-08 3.37218e-08 5.3288e-08 2.9433e-08 -------------------------------------------------------------- Initialization seed trial #982 of 1000; initialization seed = 493578207 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 90 BIC score: 689631 Distortion: 0.000577141 Distortions/cluster: 1.18349e-05 2.21344e-05 7.21665e-06 5.52725e-06 0 6.2844e-06 9.64317e-35 4.33132e-06 7.68181e-06 5.99277e-06 8.58142e-06 5.93476e-06 4.09943e-06 2.37044e-35 6.8209e-06 1.14679e-05 4.35604e-05 2.11933e-05 1.01681e-05 1.08283e-34 1.17738e-05 0 1.21022e-05 1.27749e-35 0 2.24302e-05 0 0 7.48453e-06 0 1.20902e-05 4.41553e-06 7.27017e-06 6.05584e-06 7.24364e-06 0.000296364 0 7.0817e-06 Variance: 9.81199e-08 Variances/cluster: 5.5545e-08 4.48826e-08 3.40378e-08 3.19458e-08 0 1.49579e-07 6.86694e-32 2.39273e-08 2.78302e-08 2.80008e-08 5.91772e-08 4.00965e-08 2.14605e-08 0 2.20009e-07 3.98155e-08 2.7222e-06 4.8371e-08 5.18741e-08 0 3.35408e-08 0 5.2148e-08 0 0 6.67356e-08 0 0 2.90073e-08 0 4.57925e-08 3.04483e-08 2.88473e-08 3.42105e-08 2.43872e-08 2.99326e-06 0 3.21867e-08 -------------------------------------------------------------- Initialization seed trial #983 of 1000; initialization seed = 493578208 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 505038 Distortion: 0.0361757 Distortions/cluster: 6.2844e-06 4.93226e-06 7.33959e-06 2.37044e-35 3.95338e-06 1.46924e-05 0.000296857 1.1935e-05 1.02736e-05 1.27749e-35 3.94194e-06 1.53139e-05 9.74706e-06 4.03792e-06 7.92634e-06 8.93739e-06 7.06887e-06 1.05077e-05 1.1564e-05 1.08283e-34 5.53532e-06 0 3.77568e-05 8.75704e-06 0.0356196 8.80007e-06 4.86682e-06 6.46764e-06 5.81419e-06 3.97244e-06 7.81334e-06 8.15647e-06 4.33252e-06 6.32373e-06 0 0 5.11331e-06 7.08174e-06 Variance: 6.15023e-06 Variances/cluster: 1.49579e-07 4.07589e-08 2.82268e-08 0 2.95e-08 3.87537e-08 1.9788e-05 3.21669e-08 5.26681e-08 0 3.00876e-08 4.27622e-08 4.77643e-08 2.34738e-08 5.74323e-08 5.38235e-08 2.3719e-08 3.21304e-08 4.83694e-08 0 4.42788e-08 0 3.66532e-07 5.18e-08 0.035575 4.25089e-08 4.38425e-08 2.76371e-08 4.09417e-08 2.19446e-08 3.53514e-08 3.30193e-08 2.53334e-08 4.93996e-08 0 0 1.7043e-07 2.67212e-08 -------------------------------------------------------------- Initialization seed trial #984 of 1000; initialization seed = 493578209 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 59 BIC score: 721068 Distortion: 0.00027753 Distortions/cluster: 1.69511e-05 3.12774e-06 1.38453e-05 9.41114e-06 4.40215e-06 3.36066e-06 1.27749e-35 1.73425e-05 7.13813e-06 1.08865e-05 3.95106e-06 4.19835e-06 7.74778e-06 1.04486e-05 1.04366e-05 5.94562e-06 1.3865e-05 6.49709e-06 6.98996e-06 8.43566e-06 0 2.37044e-35 1.24016e-05 5.89386e-06 1.59192e-05 1.06135e-05 1.08283e-34 4.81569e-35 3.63877e-06 1.14099e-05 3.00755e-06 4.79575e-06 2.45348e-05 8.846e-06 9.64317e-35 3.79044e-06 3.72997e-06 3.96763e-06 Variance: 4.71829e-08 Variances/cluster: 4.4129e-08 2.18704e-08 6.15153e-08 8.71335e-08 2.6201e-08 2.08718e-08 0 4.15753e-08 1.58576e-07 3.3289e-08 2.86283e-08 2.42658e-08 4.18761e-08 4.85824e-08 5.24411e-08 3.41671e-08 5.29033e-08 3.03575e-08 3.23581e-08 5.8576e-08 0 0 4.55904e-08 3.38698e-08 7.5794e-07 1.1171e-07 0 2.67973e-31 2.25984e-08 5.48379e-08 2.63789e-08 2.57811e-08 2.72576e-06 3.01885e-08 6.86694e-32 3.21188e-08 2.39072e-08 2.24135e-08 -------------------------------------------------------------- Initialization seed trial #985 of 1000; initialization seed = 493578210 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 40 BIC score: 689988 Distortion: 0.000570066 Distortions/cluster: 6.82434e-06 1.65099e-05 1.38642e-05 1.08283e-34 3.73894e-06 0 3.30601e-06 5.06905e-06 4.93067e-06 2.37044e-35 3.77354e-06 9.64317e-35 4.25789e-06 1.48362e-05 4.85335e-06 1.04469e-05 1.51538e-05 8.25925e-06 3.53403e-06 6.83303e-06 9.74538e-06 4.35604e-05 0 5.11331e-06 1.23069e-05 1.51655e-05 3.50344e-06 3.16005e-06 1.07147e-05 1.88585e-05 1.27749e-35 0 6.2844e-06 0 8.8874e-06 7.26738e-06 2.94397e-06 0.000296364 Variance: 9.69171e-08 Variances/cluster: 6.62496e-08 5.223e-08 3.53647e-08 0 4.15412e-08 0 3.75655e-08 2.54704e-08 2.97e-08 0 4.10132e-08 6.86694e-32 3.20115e-08 3.89274e-08 5.5147e-08 3.18474e-08 4.24337e-08 2.58882e-08 3.75929e-08 3.54005e-08 5.15463e-08 2.7222e-06 0 1.7043e-07 3.18803e-08 3.69858e-08 2.91928e-08 3.67416e-08 2.79733e-08 6.47855e-08 0 0 1.49579e-07 0 5.01951e-08 3.05316e-08 3.72625e-08 2.99326e-06 -------------------------------------------------------------- Initialization seed trial #986 of 1000; initialization seed = 493578211 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 69 BIC score: 504788 Distortion: 0.0359131 Distortions/cluster: 1.08283e-34 9.6413e-06 3.66921e-06 5.13529e-06 7.77289e-06 1.27749e-35 6.43684e-06 4.35604e-05 4.81569e-35 5.95828e-06 8.19745e-06 1.02935e-05 2.77407e-05 5.43515e-06 9.41756e-06 7.49639e-06 5.5225e-06 5.19924e-06 6.06759e-06 5.35301e-06 8.82231e-06 7.12797e-06 6.40222e-06 7.47359e-06 4.45736e-06 8.47755e-06 8.56295e-06 5.66363e-06 8.50859e-06 7.25595e-06 7.02363e-06 2.37044e-35 8.10587e-06 0.0356196 4.98932e-06 7.4511e-06 1.19377e-05 8.35852e-06 Variance: 6.10559e-06 Variances/cluster: 0 3.32346e-07 2.91173e-08 3.64174e-08 3.40805e-08 0 2.69293e-08 2.7222e-06 2.67973e-31 4.44502e-08 5.8133e-08 4.34288e-08 2.69302e-07 2.41541e-08 4.09324e-08 4.5419e-08 2.69363e-08 2.97073e-08 2.57079e-08 4.86487e-08 5.09796e-08 3.18185e-08 3.47914e-08 2.44213e-08 1.53657e-07 4.60587e-08 9.10894e-08 3.29249e-08 4.94646e-08 2.67724e-08 3.26573e-08 0 5.4397e-08 0.035575 2.32034e-08 2.80092e-08 4.53758e-08 3.73116e-08 -------------------------------------------------------------- Initialization seed trial #987 of 1000; initialization seed = 493578212 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 26 BIC score: 505345 Distortion: 0.0359175 Distortions/cluster: 5.55925e-06 1.08283e-34 4.81569e-35 5.68504e-06 6.15734e-06 5.95377e-06 4.35604e-05 5.93643e-06 1.07282e-05 0 1.27749e-35 1.26104e-05 6.59861e-06 2.0125e-05 1.97176e-05 7.31925e-06 5.23273e-06 5.94454e-06 1.07489e-05 3.33344e-06 5.7458e-06 9.95313e-06 5.29367e-06 7.40868e-06 0.0356196 5.97802e-06 5.82831e-06 2.37044e-35 5.25092e-06 5.54911e-06 4.99539e-06 7.64444e-06 4.4897e-06 7.20547e-06 5.73081e-06 9.94321e-06 3.1695e-05 0 Variance: 6.10634e-06 Variances/cluster: 2.52671e-08 0 2.67973e-31 2.75949e-08 2.32332e-08 3.32584e-08 2.7222e-06 2.3743e-08 5.36237e-08 0 0 5.73024e-08 5.49836e-08 4.39267e-08 4.57336e-08 2.79337e-08 3.76425e-08 3.16163e-08 4.97474e-08 3.7877e-08 3.30185e-08 5.37834e-08 3.09544e-08 2.315e-07 0.035575 2.8876e-08 1.42107e-07 0 3.07045e-08 2.83093e-08 2.65686e-08 3.96052e-08 4.23531e-08 2.67838e-08 4.40794e-08 3.82396e-08 3.10701e-07 0 -------------------------------------------------------------- Initialization seed trial #988 of 1000; initialization seed = 493578213 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 34 BIC score: 506046 Distortion: 0.0359097 Distortions/cluster: 1.08369e-05 5.65406e-06 2.37044e-35 1.08283e-34 1.14268e-05 4.79303e-06 6.73402e-06 2.44196e-05 2.06721e-05 2.64111e-06 7.12825e-06 0 5.80431e-06 1.05249e-05 1.13082e-05 8.90666e-06 5.74361e-06 6.01709e-06 8.94109e-06 1.23537e-05 9.20067e-06 4.81569e-35 2.45348e-05 1.27749e-35 0 1.42527e-05 9.67694e-06 7.09746e-06 0 9.29702e-06 7.35242e-06 0 9.00003e-06 0 1.68373e-05 0.0356196 1.59192e-05 3.07484e-06 Variance: 6.10502e-06 Variances/cluster: 5.47144e-08 2.39552e-08 0 0 4.05168e-08 4.31767e-08 2.80557e-08 5.66394e-08 4.65437e-08 5.38955e-08 2.41614e-08 0 3.74434e-08 3.77203e-08 5.46114e-08 4.1423e-08 2.94509e-08 2.8246e-08 3.00011e-08 5.12437e-08 5.11109e-08 2.67973e-31 2.72576e-06 0 0 1.34444e-07 2.88839e-08 2.89667e-08 0 9.11402e-08 3.34172e-08 0 3.35793e-08 0 7.44783e-08 0.035575 7.5794e-07 3.61717e-08 -------------------------------------------------------------- Initialization seed trial #989 of 1000; initialization seed = 493578214 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 33 BIC score: 504652 Distortion: 0.0361502 Distortions/cluster: 6.02019e-06 7.14465e-06 9.83755e-06 6.3672e-06 1.08283e-34 1.20902e-05 1.10334e-05 7.61952e-06 1.59192e-05 5.40515e-06 6.90671e-06 9.05136e-06 1.04956e-05 8.35888e-06 6.31314e-06 2.45348e-05 5.45237e-06 8.66419e-06 6.84959e-06 0.0356196 4.96782e-06 8.39693e-06 6.93891e-06 8.12291e-06 7.39824e-06 4.56695e-06 6.71515e-06 1.27749e-35 6.11252e-06 5.08808e-06 7.19679e-06 2.37044e-35 7.62681e-06 0 5.68328e-06 5.48316e-06 0.000272566 5.6746e-06 Variance: 6.14589e-06 Variances/cluster: 1.46785e-07 2.65577e-08 3.698e-08 2.75611e-08 0 4.57925e-08 3.19782e-08 4.14067e-08 7.5794e-07 4.09347e-08 2.3651e-08 3.40166e-08 5.27376e-08 5.84487e-08 3.32237e-08 2.72576e-06 2.37033e-08 5.31378e-08 4.96198e-08 0.035575 4.28119e-08 4.19712e-08 3.04238e-08 3.48592e-08 2.87845e-08 1.69132e-07 4.76099e-08 0 3.45309e-08 2.58248e-08 4.44103e-08 0 4.70635e-08 0 3.1571e-08 2.91623e-08 3.13264e-06 3.94038e-08 -------------------------------------------------------------- Initialization seed trial #990 of 1000; initialization seed = 493578215 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 60 BIC score: 504447 Distortion: 0.0361835 Distortions/cluster: 0.0356196 1.0241e-05 3.86615e-06 2.37044e-35 4.67043e-05 6.06895e-06 6.57555e-06 9.5609e-06 7.46772e-06 3.94842e-06 1.08283e-34 3.21662e-06 7.29649e-06 9.22089e-06 9.23755e-06 4.85183e-06 1.28761e-05 1.42053e-05 3.17219e-06 5.16666e-06 3.87207e-06 6.96372e-06 4.87928e-06 8.64545e-06 1.49714e-05 6.14076e-06 4.25737e-06 7.6609e-06 0 0.000295704 5.41524e-06 1.21488e-05 5.38991e-06 5.38776e-06 9.95859e-06 1.27749e-35 4.6019e-06 4.26882e-06 Variance: 6.15156e-06 Variances/cluster: 0.035575 5.30452e-08 2.22167e-08 0 2.74699e-06 3.52811e-08 2.92221e-08 4.30635e-08 3.37876e-08 2.21796e-08 0 2.79673e-08 1.62094e-07 4.72714e-08 5.24691e-08 4.37064e-08 4.54944e-08 4.34269e-08 2.59992e-08 2.69073e-08 4.07551e-08 3.01433e-08 2.88682e-08 6.80689e-08 4.92323e-08 5.43396e-08 2.53393e-08 2.91264e-08 0 2.81593e-06 2.70735e-08 3.57201e-08 2.74971e-08 5.7928e-08 5.62462e-08 0 2.1808e-08 3.49872e-08 -------------------------------------------------------------- Initialization seed trial #991 of 1000; initialization seed = 493578216 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 28 BIC score: 505184 Distortion: 0.035916 Distortions/cluster: 7.47741e-06 7.05275e-06 6.72097e-06 3.54433e-06 5.64582e-06 1.08283e-34 5.71859e-06 6.83008e-06 2.37044e-35 1.14975e-05 9.58815e-06 4.60837e-06 6.47755e-06 1.27749e-35 8.99301e-06 3.69424e-06 8.07169e-06 3.35567e-05 9.84457e-06 1.39606e-05 9.23501e-06 4.81569e-35 4.93093e-06 0 7.75771e-06 6.59861e-06 7.72324e-06 0.0356196 7.59111e-06 5.15314e-06 4.35604e-05 3.56302e-06 7.08301e-06 1.10248e-05 6.84037e-06 7.22118e-06 8.00935e-06 6.88143e-06 Variance: 6.10609e-06 Variances/cluster: 3.03924e-08 1.60241e-07 4.22564e-08 3.85223e-08 4.41041e-08 0 5.39457e-08 3.39694e-08 0 3.31307e-08 3.44867e-08 4.11326e-08 3.63873e-08 0 2.73312e-08 5.05908e-08 2.62045e-08 3.13581e-07 5.43849e-08 4.14124e-08 7.04906e-08 2.67973e-31 4.5223e-08 0 3.95768e-08 5.49836e-08 2.56563e-08 0.035575 2.81128e-08 4.05627e-08 2.7222e-06 4.1905e-08 5.48905e-08 3.1053e-08 4.35552e-08 3.43835e-08 3.63944e-08 2.99166e-08 -------------------------------------------------------------- Initialization seed trial #992 of 1000; initialization seed = 493578217 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 31 BIC score: 718013 Distortion: 0.000302247 Distortions/cluster: 4.35604e-05 8.92957e-06 7.31746e-06 1.27749e-35 1.24221e-05 5.44052e-06 6.10693e-06 1.78127e-05 7.46543e-06 4.81569e-35 0 7.89459e-06 7.77015e-06 6.11148e-06 3.10001e-05 4.98476e-06 7.09352e-06 8.4455e-06 2.91716e-06 1.52222e-05 9.64317e-35 5.80857e-06 2.32907e-06 7.00583e-06 2.37044e-35 8.16211e-06 0 5.71392e-06 1.08283e-34 0 7.07831e-06 9.2757e-06 0 9.21733e-06 5.92828e-06 1.05224e-05 1.91613e-05 1.15497e-05 Variance: 5.13851e-08 Variances/cluster: 2.7222e-06 2.68932e-08 2.46357e-08 0 5.56865e-08 3.85821e-08 2.55498e-08 4.35378e-08 4.01331e-08 2.67973e-31 0 3.222e-08 3.42268e-08 3.4721e-08 3.09968e-07 4.41091e-08 2.21651e-07 4.09943e-08 3.55724e-08 5.47385e-08 6.86694e-32 2.7526e-08 5.17527e-08 2.77985e-08 0 2.66712e-08 0 1.428e-07 0 0 3.02456e-08 5.1243e-08 0 5.20586e-08 3.57092e-08 5.59533e-08 4.38329e-08 3.33778e-08 -------------------------------------------------------------- Initialization seed trial #993 of 1000; initialization seed = 493578218 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 49 BIC score: 718231 Distortion: 0.00029964 Distortions/cluster: 7.11272e-06 5.59025e-06 7.24139e-06 9.64317e-35 4.81569e-35 1.08283e-34 9.43797e-06 9.45916e-06 5.5155e-06 1.27749e-35 0 5.09908e-06 7.49492e-06 8.07174e-06 1.55608e-05 3.1695e-05 2.37044e-35 7.60818e-06 9.33894e-06 9.20448e-06 6.12055e-06 8.92826e-06 1.35916e-05 1.55027e-05 1.18219e-05 0 8.15809e-06 8.96159e-06 4.35604e-05 6.53486e-06 5.11331e-06 0 8.9999e-06 6.01296e-06 6.14604e-06 0 4.37507e-06 7.38274e-06 Variance: 5.09419e-08 Variances/cluster: 2.48668e-08 3.85503e-08 2.86197e-08 6.86694e-32 2.67973e-31 0 4.27022e-08 3.30711e-08 1.37842e-07 0 0 4.39548e-08 3.4857e-08 5.80651e-08 4.93837e-08 3.10701e-07 0 2.51904e-08 5.04645e-08 5.38112e-08 4.56718e-08 5.18917e-08 3.7953e-08 4.37786e-08 3.36776e-08 0 2.68335e-08 4.9782e-08 2.7222e-06 2.93009e-08 1.7043e-07 0 3.22546e-08 3.43566e-08 2.66039e-08 0 2.97589e-08 4.76152e-08 -------------------------------------------------------------- Initialization seed trial #994 of 1000; initialization seed = 493578219 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 63 BIC score: 505179 Distortion: 0.0359198 Distortions/cluster: 5.37935e-06 4.35604e-05 2.74417e-06 9.04668e-06 1.27749e-35 3.9941e-06 3.98121e-06 2.7108e-06 2.27422e-05 1.60953e-05 3.14299e-05 5.21024e-06 4.62279e-06 6.71858e-06 1.54396e-05 0.0356196 7.95076e-06 1.57507e-05 1.88152e-05 5.05542e-06 5.53186e-06 5.82653e-06 6.93934e-06 2.37044e-35 5.11331e-06 4.14523e-06 5.72184e-06 4.96804e-06 0 6.87519e-06 1.08283e-34 8.99086e-06 5.48519e-06 5.05643e-06 3.34494e-06 5.19877e-06 5.76973e-06 4.81569e-35 Variance: 6.10673e-06 Variances/cluster: 3.84208e-08 2.7222e-06 2.51737e-08 5.11073e-08 0 3.02557e-08 2.22395e-08 2.97864e-08 5.74115e-08 4.01248e-08 3.11154e-07 2.34669e-08 2.20113e-08 5.79135e-08 5.95931e-08 0.035575 2.90149e-08 4.3496e-08 6.39772e-08 2.50246e-08 2.54902e-08 1.42063e-07 5.59575e-08 0 1.7043e-07 2.59054e-08 3.25076e-08 2.65644e-08 0 3.22749e-08 0 4.28102e-08 2.94868e-08 2.54062e-08 3.75807e-08 2.72163e-08 3.2411e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #995 of 1000; initialization seed = 493578220 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 500737 Distortion: 0.0398287 Distortions/cluster: 0.0356196 9.53182e-06 7.88847e-06 6.64467e-06 3.10001e-05 6.93337e-06 9.68844e-06 8.5545e-06 7.5313e-06 1.15833e-05 0.00391362 5.33726e-06 4.81569e-35 9.38006e-06 1.23282e-05 5.94206e-06 4.35604e-05 5.60768e-06 6.83266e-06 4.54267e-06 6.18153e-06 6.53349e-06 5.11331e-06 2.37044e-35 6.08883e-06 1.04332e-05 1.04903e-05 1.1767e-05 5.97999e-06 0 0 0 7.66662e-06 7.87018e-06 5.3098e-06 5.48575e-06 7.55451e-06 6.19356e-06 Variance: 6.77129e-06 Variances/cluster: 0.035575 4.74183e-08 4.61166e-08 2.58525e-08 3.09968e-07 4.91569e-08 5.20716e-08 3.99613e-08 3.27419e-08 3.11352e-08 0.00391989 4.40959e-08 2.67973e-31 5.75411e-08 4.27922e-08 3.62291e-08 2.7222e-06 3.22249e-08 3.36556e-08 4.20581e-08 3.00039e-08 2.95603e-08 1.7043e-07 0 2.80559e-08 2.78937e-08 3.39382e-08 3.38104e-08 1.45805e-07 0 0 0 2.92593e-08 5.3161e-08 4.05196e-08 5.83541e-08 5.20962e-08 2.49713e-08 -------------------------------------------------------------- Initialization seed trial #996 of 1000; initialization seed = 493578221 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 51 BIC score: 717166 Distortion: 0.000307575 Distortions/cluster: 9.23755e-06 1.2005e-05 5.77048e-06 9.94754e-06 5.88101e-06 4.41627e-06 1.23024e-05 8.83677e-06 9.67038e-06 4.81569e-35 7.65839e-06 7.99006e-06 2.37044e-35 3.14299e-05 4.35604e-05 1.44708e-05 5.05152e-06 5.11578e-06 9.64317e-35 0 4.05145e-06 7.30207e-06 1.4607e-05 0 1.08283e-34 0 1.11304e-05 9.96527e-06 0 1.27749e-35 1.09949e-05 0 7.09774e-06 1.04221e-05 1.24177e-05 8.74437e-06 9.19216e-06 8.30551e-06 Variance: 5.22909e-08 Variances/cluster: 5.24691e-08 3.1424e-08 3.33515e-08 8.35868e-08 2.7479e-08 2.56734e-08 3.37022e-08 5.0205e-08 5.46184e-08 2.67973e-31 4.09504e-08 6.82849e-08 0 3.11154e-07 2.7222e-06 4.41039e-08 3.13732e-08 2.57044e-08 6.86694e-32 0 2.18972e-08 2.40971e-08 4.90011e-08 0 0 0 4.4518e-08 1.91588e-07 0 0 3.19589e-08 0 3.28569e-08 5.31567e-08 3.61914e-08 2.92428e-08 4.71241e-08 5.84845e-08 -------------------------------------------------------------- Initialization seed trial #997 of 1000; initialization seed = 493578222 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 35 BIC score: 505922 Distortion: 0.035928 Distortions/cluster: 6.52122e-06 1.06617e-05 5.14626e-06 7.26857e-06 8.7193e-06 7.17553e-06 3.41863e-06 8.5563e-06 2.37044e-35 1.34423e-05 1.98657e-05 5.87418e-06 5.48543e-06 1.17696e-05 6.82438e-06 1.08712e-05 9.74683e-06 5.52711e-06 5.71859e-06 0 1.9039e-05 7.75294e-06 4.35604e-05 6.56839e-06 7.54418e-06 1.43769e-05 0 1.27749e-35 0.0356196 0 1.08283e-34 0 3.14299e-05 1.07679e-05 6.59861e-06 0 8.24755e-06 4.81569e-35 Variance: 6.10813e-06 Variances/cluster: 3.37855e-08 1.93798e-07 2.52238e-08 2.41459e-08 3.34043e-08 2.86996e-08 3.79818e-08 5.78076e-08 0 3.47315e-08 4.50321e-08 4.4163e-08 2.39512e-08 3.2873e-08 2.85513e-08 5.40683e-08 4.77632e-08 2.97122e-08 5.39457e-08 0 4.44693e-08 3.99602e-08 2.7222e-06 3.30036e-08 2.77336e-08 5.86629e-08 0 0 0.035575 0 0 0 3.11154e-07 5.54871e-08 5.49836e-08 0 6.29533e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #998 of 1000; initialization seed = 493578223 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 43 BIC score: 718078 Distortion: 0.000301322 Distortions/cluster: 5.53953e-06 8.86488e-06 4.91248e-06 1.46159e-05 6.2844e-06 7.4517e-06 1.36043e-05 1.08199e-05 1.01568e-05 5.26723e-06 9.69926e-06 9.03144e-06 9.64579e-06 1.08283e-34 4.08341e-05 6.22891e-06 1.16437e-05 9.17166e-06 3.36756e-05 6.99933e-06 4.81569e-35 5.11331e-06 1.53139e-05 4.75396e-06 6.36089e-06 9.64317e-35 1.3531e-05 1.27749e-35 5.86451e-06 6.65842e-06 0 6.75239e-06 2.37044e-35 3.5604e-06 8.96627e-06 0 0 0 Variance: 5.12278e-08 Variances/cluster: 2.42935e-08 5.18246e-08 3.31891e-08 3.88594e-08 1.49579e-07 2.76991e-08 3.44383e-08 3.23918e-08 5.2609e-08 3.87265e-08 5.13149e-08 5.40642e-08 4.75009e-08 0 2.72194e-06 5.66213e-08 4.80989e-08 4.22623e-08 3.33387e-07 5.59898e-08 2.67973e-31 1.7043e-07 4.27622e-08 2.4007e-08 3.16425e-08 6.86694e-32 3.48707e-08 0 3.68803e-08 2.30375e-08 0 2.74463e-08 0 3.82808e-08 3.42194e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #999 of 1000; initialization seed = 493578224 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 38 BIC score: 504534 Distortion: 0.0361544 Distortions/cluster: 5.82276e-06 0.0356196 6.1246e-06 1.59192e-05 0.000275101 9.2233e-06 1.18408e-05 6.80888e-06 3.96625e-06 1.11999e-05 1.27749e-35 5.82026e-06 6.04324e-06 1.00005e-05 5.39462e-06 4.80763e-06 0 7.34149e-06 9.23732e-06 7.20206e-06 6.93541e-06 6.80539e-06 6.51228e-06 6.00102e-06 8.28763e-06 8.43281e-06 7.29307e-06 6.97315e-06 2.37044e-35 7.51286e-06 1.08283e-34 7.43691e-06 6.906e-06 6.24555e-06 5.2986e-06 2.45348e-05 8.47613e-06 9.32032e-06 Variance: 6.14661e-06 Variances/cluster: 4.1002e-08 0.035575 2.73392e-08 7.5794e-07 2.92633e-06 4.07975e-08 3.49256e-08 5.72126e-08 3.00438e-08 4.44299e-08 0 2.58656e-08 2.67369e-08 5.26174e-08 4.11668e-08 2.71594e-08 0 3.33675e-08 3.27536e-08 3.65557e-08 3.3173e-08 5.07829e-08 3.23966e-08 2.4002e-08 9.41704e-08 5.50999e-08 1.62017e-07 3.93925e-08 0 5.00697e-08 0 2.90479e-08 3.21104e-08 4.36714e-08 2.33391e-08 2.72576e-06 4.63027e-08 3.80386e-08 -------------------------------------------------------------- Initialization seed trial #1000 of 1000; initialization seed = 493578225 -------------------------------------------------------------- Initialized k-means centers using random sampling: 38 centers Number of k-means iterations performed: 100 BIC score: 504664 Distortion: 0.0361721 Distortions/cluster: 0.0356196 0.000296857 5.31241e-06 5.7031e-06 5.38956e-06 8.45498e-06 2.37044e-35 5.46566e-06 7.62635e-06 0 5.87192e-06 1.22829e-05 6.03067e-06 6.2596e-06 1.04189e-05 7.57038e-06 1.03832e-05 6.18509e-06 5.77854e-06 8.43566e-06 6.4657e-06 0 5.15476e-06 1.27749e-35 1.03954e-05 3.77725e-05 1.08283e-34 7.29379e-06 1.09256e-05 6.04732e-06 6.16837e-06 5.82717e-06 6.0536e-06 9.90285e-06 9.59853e-06 5.67795e-06 6.16645e-06 5.11331e-06 Variance: 6.14963e-06 Variances/cluster: 0.035575 1.9788e-05 2.3714e-08 3.22181e-08 5.2823e-08 5.03111e-08 0 2.89094e-08 3.20407e-08 0 4.25362e-08 4.59997e-08 2.3647e-08 2.60794e-08 5.26165e-08 3.31926e-08 3.33831e-08 2.40644e-08 5.15785e-08 5.8576e-08 4.68377e-08 0 1.35606e-07 0 4.22442e-08 3.66684e-07 0 4.446e-08 4.09163e-08 3.06943e-08 3.21233e-08 4.25303e-08 2.93829e-08 4.39981e-08 3.49007e-08 2.29856e-08 3.97804e-08 1.7043e-07 The best initialization seed trial was #369 -------------------------------------------------------------- Run number 4 of at most 9, k = 19 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 1000; initialization seed = 493578226 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 554820 Distortion: 0.0132646 Distortions/cluster: 1.5908e-05 2.03065e-05 2.59708e-05 4.67043e-05 0.00391362 0.000287084 1.78909e-05 2.19141e-05 0 1.23845e-05 2.35962e-05 0.00872182 3.57241e-05 2.81191e-05 1.65038e-05 1.18349e-05 2.94354e-05 1.58764e-05 1.98944e-05 Variance: 2.24785e-06 Variances/cluster: 3.34172e-08 4.91638e-08 5.80817e-08 2.74699e-06 0.00391989 1.16692e-06 3.79009e-08 4.82648e-08 0 5.18016e-08 6.95835e-08 0.156503 2.95206e-07 4.17781e-08 3.57968e-08 5.5545e-08 5.75847e-08 6.58715e-08 3.45348e-08 -------------------------------------------------------------- Initialization seed trial #2 of 1000; initialization seed = 493578227 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 570906 Distortion: 0.00935663 Distortions/cluster: 2.2302e-05 1.16404e-05 1.91469e-05 2.3009e-05 2.31671e-05 2.03826e-05 1.08283e-34 1.27749e-35 3.82031e-05 0.00872182 3.11675e-05 0 1.69003e-05 4.35604e-05 1.44798e-05 2.28131e-05 0.000293513 2.11957e-05 3.33306e-05 Variance: 1.5856e-06 Variances/cluster: 3.63182e-08 6.15842e-08 3.98025e-08 5.91302e-08 5.87803e-08 4.86301e-08 0 0 3.15692e-07 0.156503 4.31645e-08 0 6.32921e-08 2.7222e-06 5.81331e-08 4.93745e-08 6.92191e-07 7.11044e-08 3.89797e-08 -------------------------------------------------------------- Initialization seed trial #3 of 1000; initialization seed = 493578228 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 501174 Distortion: 0.0450057 Distortions/cluster: 2.86463e-05 3.32979e-05 1.8614e-05 4.81569e-35 2.27091e-05 1.13485e-05 3.09432e-05 1.05384e-05 2.95988e-05 1.92747e-05 1.79464e-05 2.34603e-05 1.08283e-34 3.57241e-05 1.53957e-05 4.67043e-05 0.0446389 2.25984e-05 1.27749e-35 Variance: 7.6268e-06 Variances/cluster: 7.5181e-08 3.89415e-08 6.48368e-08 2.67973e-31 5.94284e-08 5.48063e-08 4.31527e-08 4.87733e-08 6.24396e-08 3.9656e-08 6.66942e-08 4.85677e-08 0 2.95206e-07 3.97692e-08 2.74699e-06 0.0422886 3.66221e-08 0 -------------------------------------------------------------- Initialization seed trial #4 of 1000; initialization seed = 493578229 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 506389 Distortion: 0.0399092 Distortions/cluster: 1.78482e-05 4.81569e-35 1.94145e-05 1.32763e-05 0.00391362 9.12399e-06 3.57241e-05 1.79057e-05 4.67043e-05 1.71429e-05 1.60011e-05 3.65748e-05 2.79035e-05 1.56041e-05 0.0356196 4.74532e-05 2.37044e-35 1.50597e-05 4.02654e-05 Variance: 6.76312e-06 Variances/cluster: 4.81042e-08 2.67973e-31 3.42368e-08 4.64167e-08 0.00391989 5.92416e-08 2.95206e-07 5.11545e-08 2.74699e-06 3.71024e-08 3.53975e-08 5.98409e-08 4.1768e-08 3.29867e-08 0.035575 8.47111e-08 0 6.63372e-08 6.94009e-08 -------------------------------------------------------------- Initialization seed trial #5 of 1000; initialization seed = 493578230 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 605958 Distortion: 0.00428721 Distortions/cluster: 4.67043e-05 1.88043e-05 2.58158e-05 3.26327e-05 1.89394e-05 2.20421e-05 1.72269e-05 0 3.04461e-05 4.81569e-35 2.50544e-05 3.27383e-05 0.00391362 9.64317e-35 3.57241e-05 3.36824e-05 2.22198e-05 2.37044e-35 1.15575e-05 Variance: 7.26523e-07 Variances/cluster: 2.74699e-06 3.86882e-08 5.63618e-08 6.08624e-08 6.33222e-08 4.96399e-08 6.3563e-08 0 4.31211e-08 2.67973e-31 7.2389e-08 3.86487e-08 0.00391989 6.86694e-32 2.95206e-07 5.91764e-08 3.62434e-08 0 6.17997e-08 -------------------------------------------------------------- Initialization seed trial #6 of 1000; initialization seed = 493578231 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 570592 Distortion: 0.00936146 Distortions/cluster: 1.57171e-05 2.24274e-05 0.000285349 1.08283e-34 3.57241e-05 2.80876e-05 0.00872182 0 1.27749e-35 1.80326e-05 1.84108e-05 3.3134e-05 2.06005e-05 4.67043e-05 2.08421e-05 2.5054e-05 1.99777e-05 3.30761e-05 1.6502e-05 Variance: 1.58642e-06 Variances/cluster: 3.50016e-08 4.93837e-08 1.3333e-06 0 2.95206e-07 4.17934e-08 0.156503 0 0 3.78799e-08 6.71873e-08 7.31204e-08 4.92791e-08 2.74699e-06 4.65188e-08 5.82459e-08 3.45594e-08 8.0062e-08 3.41626e-08 -------------------------------------------------------------- Initialization seed trial #7 of 1000; initialization seed = 493578232 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 505713 Distortion: 0.0401637 Distortions/cluster: 1.94145e-05 3.26327e-05 1.60011e-05 2.51399e-05 2.37044e-35 0.0356196 3.36824e-05 1.96708e-05 1.8854e-05 4.67043e-05 0.000273193 0.00391362 3.57241e-05 1.56268e-05 2.79035e-05 1.53724e-05 1.79057e-05 1.71429e-05 1.56041e-05 Variance: 6.80626e-06 Variances/cluster: 3.42368e-08 6.08624e-08 3.53975e-08 7.24266e-08 0 0.035575 5.91764e-08 5.12218e-08 6.32482e-08 2.74699e-06 2.60161e-06 0.00391989 2.95206e-07 6.621e-08 4.1768e-08 4.89529e-08 5.11545e-08 3.71024e-08 3.29867e-08 -------------------------------------------------------------- Initialization seed trial #8 of 1000; initialization seed = 493578233 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 555004 Distortion: 0.0132583 Distortions/cluster: 1.56608e-05 0.000300791 3.18117e-05 2.31172e-05 1.11673e-05 1.37221e-05 1.57185e-05 3.85802e-05 3.33687e-05 1.53895e-05 1.38813e-05 0.00391362 2.5518e-05 1.88735e-05 2.52896e-05 0 0.00872182 2.23208e-05 1.76608e-05 Variance: 2.24679e-06 Variances/cluster: 5.88708e-08 1.87971e-05 5.92206e-08 4.02702e-08 6.10185e-08 8.96793e-08 3.16231e-08 3.38384e-07 5.91449e-08 4.21594e-08 4.68913e-08 0.00391989 3.47153e-08 6.33136e-08 7.24403e-08 0 0.156503 4.00698e-08 4.47069e-08 -------------------------------------------------------------- Initialization seed trial #9 of 1000; initialization seed = 493578234 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 603004 Distortion: 0.00454723 Distortions/cluster: 2.9172e-05 1.93544e-05 2.37044e-35 1.25358e-05 3.30376e-05 1.08888e-05 4.67043e-05 2.2411e-05 1.94837e-05 2.31568e-05 2.40442e-05 9.64317e-35 3.33853e-05 0 0.000300632 1.92702e-05 2.86463e-05 1.08907e-05 0.00391362 Variance: 7.70587e-07 Variances/cluster: 6.16695e-08 3.99845e-08 0 5.93925e-08 4.55652e-08 5.41557e-08 2.74699e-06 3.64364e-08 7.16088e-08 4.79393e-08 5.83406e-08 6.86694e-32 3.89981e-08 0 2.56921e-06 4.44895e-08 7.5181e-08 4.94872e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #10 of 1000; initialization seed = 493578235 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 69 BIC score: 570847 Distortion: 0.00935654 Distortions/cluster: 3.04905e-05 1.08283e-34 1.44798e-05 2.31325e-05 2.1676e-05 1.84881e-05 3.18004e-05 2.04468e-05 2.30238e-05 2.11957e-05 2.23091e-05 0 0.000287105 1.27749e-35 0.00872182 3.57241e-05 4.67043e-05 2.11141e-05 1.70261e-05 Variance: 1.58558e-06 Variances/cluster: 4.31228e-08 0 5.81331e-08 5.91436e-08 3.5824e-08 3.8433e-08 3.80809e-08 5.07318e-08 4.80623e-08 7.11044e-08 5.66035e-08 0 1.15759e-06 0 0.156503 2.95206e-07 2.74699e-06 5.06169e-08 6.67636e-08 -------------------------------------------------------------- Initialization seed trial #11 of 1000; initialization seed = 493578236 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 689261 Distortion: 0.000661121 Distortions/cluster: 2.6026e-05 2.61316e-05 2.86463e-05 4.15428e-05 1.19718e-05 1.27517e-05 7.76438e-05 2.94601e-05 1.27749e-35 2.97415e-05 9.64317e-35 2.4081e-05 1.08283e-34 2.19964e-05 0.000307974 2.37044e-35 0 0 2.31538e-05 Variance: 1.12035e-07 Variances/cluster: 5.70561e-08 5.32163e-08 7.5181e-08 4.46178e-08 5.56649e-08 5.22441e-08 1.12517e-07 5.92563e-08 0 6.2346e-08 6.86694e-32 7.10133e-08 0 4.09577e-08 1.71076e-05 0 0 0 3.69827e-08 -------------------------------------------------------------- Initialization seed trial #12 of 1000; initialization seed = 493578237 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 554546 Distortion: 0.013285 Distortions/cluster: 2.06002e-05 2.15516e-05 1.92002e-05 2.37981e-05 0.000278369 6.70844e-05 2.43481e-05 0.00391362 0.00872182 1.17845e-05 1.44798e-05 1.91822e-05 4.67043e-05 0 2.31325e-05 2.38406e-05 9.54171e-06 2.47535e-05 2.11957e-05 Variance: 2.25131e-06 Variances/cluster: 4.84553e-08 5.52555e-08 3.8168e-08 4.0332e-08 1.73966e-06 1.32566e-07 5.11472e-08 0.00391989 0.156503 2.96059e-08 5.81331e-08 4.038e-08 2.74699e-06 0 5.91436e-08 6.14247e-08 3.48197e-08 6.8946e-08 7.11044e-08 -------------------------------------------------------------- Initialization seed trial #13 of 1000; initialization seed = 493578238 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 570478 Distortion: 0.0093721 Distortions/cluster: 0.00872182 2.52237e-05 1.77949e-05 1.19088e-05 1.79115e-05 2.28313e-05 3.44908e-05 1.27749e-35 3.27799e-05 0 1.18215e-05 2.04886e-05 2.47699e-05 7.30063e-05 0.000307974 1.89386e-05 1.08283e-34 2.1855e-05 8.48518e-06 Variance: 1.58822e-06 Variances/cluster: 0.156503 7.24593e-08 6.61472e-08 6.16986e-08 3.77847e-08 5.27233e-08 6.09179e-08 0 6.07967e-08 0 3.02305e-08 4.13039e-08 5.47962e-08 1.16799e-07 1.71076e-05 6.33195e-08 0 4.03191e-08 3.32713e-08 -------------------------------------------------------------- Initialization seed trial #14 of 1000; initialization seed = 493578239 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 496891 Distortion: 0.0489151 Distortions/cluster: 2.63422e-05 1.53163e-05 1.22558e-05 2.43023e-05 2.51604e-05 0.00391362 4.81569e-35 1.56819e-05 2.7863e-05 2.51813e-05 1.86902e-05 1.27637e-05 2.07071e-05 1.79587e-05 0.0446389 1.31485e-05 2.47807e-05 4.67043e-05 3.57241e-05 Variance: 8.28929e-06 Variances/cluster: 6.58504e-08 3.10639e-08 5.6201e-08 4.09783e-08 7.35453e-08 0.00391989 2.67973e-31 4.76606e-08 5.73124e-08 3.43977e-08 3.7527e-08 4.69204e-08 4.71648e-08 7.04206e-08 0.0422886 5.32159e-08 5.43262e-08 2.74699e-06 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #15 of 1000; initialization seed = 493578240 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 64 BIC score: 510562 Distortion: 0.0362465 Distortions/cluster: 1.89386e-05 2.10119e-05 1.08283e-34 0.0356196 2.37044e-35 2.86613e-05 3.33687e-05 1.62907e-05 2.52237e-05 1.75982e-05 2.19947e-05 1.27749e-35 3.27799e-05 1.24797e-05 0.000300791 1.60872e-05 2.19697e-05 2.01074e-05 3.96065e-05 Variance: 6.14243e-06 Variances/cluster: 6.33195e-08 7.32068e-08 0 0.035575 0 4.20217e-08 5.91449e-08 3.5644e-08 7.24593e-08 3.7842e-08 5.27403e-08 0 6.07967e-08 6.17757e-08 1.87971e-05 3.35121e-08 4.91452e-08 3.47237e-08 3.35609e-07 -------------------------------------------------------------- Initialization seed trial #16 of 1000; initialization seed = 493578241 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 93 BIC score: 555056 Distortion: 0.0132497 Distortions/cluster: 1.79801e-05 2.9855e-05 1.54396e-05 2.14233e-05 1.88152e-05 1.63537e-05 2.11106e-05 2.2848e-05 3.55643e-05 0 2.71211e-05 1.64276e-05 0.00391362 2.24931e-05 1.69243e-05 1.56942e-05 0.000300791 0.00872182 1.54573e-05 Variance: 2.24534e-06 Variances/cluster: 4.89761e-08 3.77401e-08 5.95931e-08 3.57611e-08 6.39772e-08 3.90263e-08 4.35232e-08 5.73888e-08 3.35473e-07 0 7.29004e-08 4.06492e-08 0.00391989 5.10006e-08 3.7275e-08 2.6595e-07 1.87971e-05 0.156503 3.55309e-08 -------------------------------------------------------------- Initialization seed trial #17 of 1000; initialization seed = 493578242 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 690159 Distortion: 0.000640937 Distortions/cluster: 2.81646e-05 0 3.93166e-05 4.90368e-05 3.99696e-05 3.53035e-05 1.78684e-05 2.37044e-35 1.98413e-05 0.000300791 1.27749e-35 1.57172e-05 1.19074e-05 9.64317e-35 2.15763e-05 2.20923e-05 2.27301e-05 1.08283e-34 1.66215e-05 Variance: 1.08615e-07 Variances/cluster: 4.20331e-08 0 3.38897e-07 8.51064e-08 6.86544e-08 5.95142e-08 3.78532e-08 0 3.45627e-08 1.87971e-05 0 3.33668e-08 6.13734e-08 6.86694e-32 5.36676e-08 4.84439e-08 7.23833e-08 0 3.57419e-08 -------------------------------------------------------------- Initialization seed trial #18 of 1000; initialization seed = 493578243 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 68 BIC score: 496840 Distortion: 0.0489115 Distortions/cluster: 2.18326e-05 2.56987e-05 1.60884e-05 4.81569e-35 1.70262e-05 4.67043e-05 1.66199e-05 1.14416e-05 2.80572e-05 2.15942e-05 2.01039e-05 2.30601e-05 1.80553e-05 2.12257e-05 0.00391362 2.1165e-05 1.45841e-05 0.0446389 3.57241e-05 Variance: 8.28868e-06 Variances/cluster: 5.6837e-08 5.64759e-08 3.52012e-08 2.67973e-31 6.35256e-08 2.74699e-06 3.43357e-08 6.15088e-08 4.17481e-08 5.05556e-08 3.46578e-08 5.91096e-08 3.80876e-08 4.87903e-08 0.00391989 7.10012e-08 5.83178e-08 0.0422886 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #19 of 1000; initialization seed = 493578244 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 713112 Distortion: 0.000387588 Distortions/cluster: 1.74367e-05 3.99696e-05 1.88899e-05 3.27905e-05 4.67043e-05 3.57241e-05 4.90368e-05 1.08283e-34 1.27749e-35 2.57778e-05 9.64317e-35 2.37044e-35 3.53035e-05 1.14208e-05 3.04905e-05 0 2.20889e-05 2.19551e-05 4.81569e-35 Variance: 6.56818e-08 Variances/cluster: 6.3866e-08 6.86544e-08 3.87845e-08 3.86647e-08 2.74699e-06 2.95206e-07 8.51064e-08 0 0 5.61561e-08 6.86694e-32 0 5.95142e-08 6.13969e-08 4.31228e-08 0 3.61478e-08 4.97804e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #20 of 1000; initialization seed = 493578245 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 87 BIC score: 496182 Distortion: 0.0491729 Distortions/cluster: 1.54814e-05 2.1601e-05 0.000273322 1.38863e-05 0.0446389 2.25077e-05 1.48331e-05 1.49798e-05 2.42292e-05 2.42133e-05 1.47457e-05 0.00391362 2.56796e-05 2.20483e-05 4.35604e-05 1.34679e-05 1.91062e-05 3.66664e-05 1.9993e-05 Variance: 8.33297e-06 Variances/cluster: 3.65095e-08 7.10339e-08 2.62787e-06 3.40321e-08 0.0422886 5.93676e-08 5.86099e-08 3.54102e-08 6.05536e-08 6.66982e-08 3.61379e-08 0.00391989 5.73159e-08 5.18736e-08 2.7222e-06 3.08164e-08 4.6247e-08 3.16053e-07 3.46458e-08 -------------------------------------------------------------- Initialization seed trial #21 of 1000; initialization seed = 493578246 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 556061 Distortion: 0.0130025 Distortions/cluster: 1.97812e-05 1.57211e-05 0.00391362 2.81577e-05 1.65781e-05 3.26327e-05 3.36824e-05 1.78057e-05 1.86216e-05 2.53737e-05 4.67043e-05 4.81569e-35 2.216e-05 2.0069e-05 1.24797e-05 0.00872182 2.15963e-05 0 3.57241e-05 Variance: 2.20345e-06 Variances/cluster: 3.44581e-08 3.33752e-08 0.00391989 4.17734e-08 3.57255e-08 6.08624e-08 5.91764e-08 3.78005e-08 6.31039e-08 7.24737e-08 2.74699e-06 2.67973e-31 4.91312e-08 4.91843e-08 6.17757e-08 0.156503 7.2955e-08 0 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #22 of 1000; initialization seed = 493578247 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 572405 Distortion: 0.00911492 Distortions/cluster: 2.19964e-05 1.54941e-05 7.80506e-05 1.03559e-05 1.81104e-05 4.09224e-05 0.00872182 2.86463e-05 4.81569e-35 1.15687e-05 2.38809e-05 2.61316e-05 1.85751e-05 2.97415e-05 1.08283e-34 2.29193e-05 1.27749e-35 4.67043e-05 0 Variance: 1.54464e-06 Variances/cluster: 4.09577e-08 3.97156e-08 1.12943e-07 4.86037e-08 6.65614e-08 4.38573e-08 0.156503 7.5181e-08 2.67973e-31 5.50715e-08 6.29894e-08 5.32163e-08 6.47015e-08 6.2346e-08 0 3.68435e-08 0 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #23 of 1000; initialization seed = 493578248 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 501145 Distortion: 0.0450044 Distortions/cluster: 2.11141e-05 1.44798e-05 1.27749e-35 3.57241e-05 1.88043e-05 1.15575e-05 2.22198e-05 2.31325e-05 2.11957e-05 3.27383e-05 2.23091e-05 4.67043e-05 3.04461e-05 2.58158e-05 1.08283e-34 1.72269e-05 4.81569e-35 0.0446389 2.20421e-05 Variance: 7.62658e-06 Variances/cluster: 5.06169e-08 5.81331e-08 0 2.95206e-07 3.86882e-08 6.17997e-08 3.62434e-08 5.91436e-08 7.11044e-08 3.86487e-08 5.66035e-08 2.74699e-06 4.31211e-08 5.63618e-08 0 6.3563e-08 2.67973e-31 0.0422886 4.96399e-08 -------------------------------------------------------------- Initialization seed trial #24 of 1000; initialization seed = 493578249 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 500482 Distortion: 0.0452614 Distortions/cluster: 1.51508e-05 0.000296857 1.60256e-05 3.77725e-05 1.40095e-05 1.27749e-35 1.47121e-05 0.0446389 2.07065e-05 1.18786e-05 1.08283e-34 3.49568e-05 4.67605e-05 1.5276e-05 1.79795e-05 2.91497e-05 1.94298e-05 1.41621e-05 1.7689e-05 Variance: 7.67013e-06 Variances/cluster: 3.58144e-08 1.9788e-05 2.50339e-07 3.66684e-07 3.11296e-08 0 3.59679e-08 0.0422886 4.73793e-08 6.15417e-08 0 6.1416e-08 8.43786e-08 3.61955e-08 4.28044e-08 4.91402e-08 3.42638e-08 3.47079e-08 6.50282e-08 -------------------------------------------------------------- Initialization seed trial #25 of 1000; initialization seed = 493578250 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 511810 Distortion: 0.0360001 Distortions/cluster: 1.89386e-05 4.81569e-35 2.95988e-05 2.52237e-05 2.86463e-05 0.0356196 2.35247e-05 3.27799e-05 2.2302e-05 3.57241e-05 3.11248e-05 3.33687e-05 4.67043e-05 1.08283e-34 2.37044e-35 1.92403e-05 3.33853e-05 1.27749e-35 0 Variance: 6.10068e-06 Variances/cluster: 6.33195e-08 2.67973e-31 6.24396e-08 7.24593e-08 7.5181e-08 0.035575 4.86004e-08 6.07967e-08 3.63182e-08 2.95206e-07 4.31652e-08 5.91449e-08 2.74699e-06 0 0 3.98312e-08 3.89981e-08 0 0 -------------------------------------------------------------- Initialization seed trial #26 of 1000; initialization seed = 493578251 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 570567 Distortion: 0.00935804 Distortions/cluster: 1.26024e-05 1.34595e-05 0.000300791 3.67128e-05 1.16369e-05 1.43374e-05 2.40634e-05 3.98094e-05 1.27749e-35 1.08283e-34 2.36737e-05 4.07957e-05 1.54621e-05 0.00872182 0 4.67839e-05 2.96981e-05 1.19678e-05 1.44291e-05 Variance: 1.58584e-06 Variances/cluster: 3.48099e-08 3.27453e-08 1.87971e-05 5.98708e-08 4.49254e-08 3.03082e-08 7.13991e-08 3.40212e-07 0 0 4.88075e-08 6.98334e-08 3.62079e-08 0.156503 0 8.44208e-08 6.7185e-08 2.99918e-08 3.42703e-08 -------------------------------------------------------------- Initialization seed trial #27 of 1000; initialization seed = 493578252 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 690397 Distortion: 0.000637711 Distortions/cluster: 1.27749e-35 1.79971e-05 2.11957e-05 2.3009e-05 0 1.08283e-34 2.27423e-05 1.94305e-05 9.64317e-35 1.44798e-05 3.2548e-05 2.37044e-35 0.000300791 2.08062e-05 3.54116e-05 4.00802e-05 1.69488e-05 3.80062e-05 3.42641e-05 Variance: 1.08068e-07 Variances/cluster: 0 3.87001e-08 7.11044e-08 5.91302e-08 0 0 5.75564e-08 3.41445e-08 6.86694e-32 5.81331e-08 4.23766e-08 0 1.87971e-05 4.97595e-08 5.87208e-08 3.39624e-07 3.35591e-08 7.64653e-08 5.60733e-08 -------------------------------------------------------------- Initialization seed trial #28 of 1000; initialization seed = 493578253 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 500776 Distortion: 0.0450238 Distortions/cluster: 2.19534e-05 2.20507e-05 4.67043e-05 1.22872e-05 1.55868e-05 2.27089e-05 2.38791e-05 2.15392e-05 1.08283e-34 1.8964e-05 1.87746e-05 2.39416e-05 0.0446389 1.9983e-05 1.27749e-35 4.81569e-35 7.43782e-05 2.11333e-05 2.09513e-05 Variance: 7.62985e-06 Variances/cluster: 4.11847e-08 4.92163e-08 2.74699e-06 6.14306e-08 5.94725e-08 5.36805e-08 6.01297e-08 7.08305e-08 0 3.92595e-08 4.61142e-08 6.26536e-08 0.0422886 3.46286e-08 0 2.67973e-31 1.13544e-07 4.00973e-08 7.37667e-08 -------------------------------------------------------------- Initialization seed trial #29 of 1000; initialization seed = 493578254 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 602733 Distortion: 0.00454951 Distortions/cluster: 2.36116e-05 1.99421e-05 3.35214e-05 0.000277029 2.01915e-05 1.65241e-05 0 4.67043e-05 2.57933e-05 1.78151e-05 3.36824e-05 3.57241e-05 1.60456e-05 0.00391362 9.64317e-35 2.37044e-35 2.80572e-05 2.17521e-05 1.94952e-05 Variance: 7.70973e-07 Variances/cluster: 6.96288e-08 3.45578e-08 6.22874e-08 1.92365e-06 4.84165e-08 3.42083e-08 0 2.74699e-06 5.68088e-08 3.78203e-08 5.91764e-08 2.95206e-07 3.51846e-08 0.00391989 6.86694e-32 0 4.17481e-08 6.43504e-08 6.41085e-08 -------------------------------------------------------------- Initialization seed trial #30 of 1000; initialization seed = 493578255 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 570554 Distortion: 0.00935502 Distortions/cluster: 2.15545e-05 2.50039e-05 3.93166e-05 2.91421e-05 1.80231e-05 3.38285e-05 1.11959e-05 1.57246e-05 2.90326e-05 3.33079e-05 2.84218e-05 0.000300791 2.45304e-05 1.45881e-05 1.27749e-35 0 8.73981e-06 1.08283e-34 0.00872182 Variance: 1.58533e-06 Variances/cluster: 4.75663e-08 5.82649e-08 3.38897e-07 6.18677e-08 3.81808e-08 7.48182e-08 3.02558e-08 3.47859e-08 7.5797e-08 8.00416e-08 4.19783e-08 1.87971e-05 5.14219e-08 3.27795e-08 0 0 3.22465e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #31 of 1000; initialization seed = 493578256 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 81 BIC score: 690275 Distortion: 0.000660372 Distortions/cluster: 4.12327e-05 3.73008e-05 1.08283e-34 4.15046e-05 4.77407e-05 2.38074e-05 0.000300791 1.27749e-35 4.70304e-05 2.56707e-05 9.64317e-35 1.22387e-05 2.94354e-05 4.15486e-05 2.37044e-35 0 0 1.2071e-05 0 Variance: 1.11909e-07 Variances/cluster: 4.80514e-08 4.04528e-08 0 3.37398e-07 4.88603e-08 7.08331e-08 1.87971e-05 0 7.99773e-08 5.71548e-08 6.86694e-32 5.16234e-08 5.75847e-08 6.20074e-08 0 0 0 5.58665e-08 0 -------------------------------------------------------------- Initialization seed trial #32 of 1000; initialization seed = 493578257 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 570805 Distortion: 0.00936621 Distortions/cluster: 2.87222e-05 4.67839e-05 1.65487e-05 1.46501e-05 0.00872182 1.27749e-35 3.67128e-05 3.72859e-05 0.000279296 2.05887e-05 1.47492e-05 1.99997e-05 0 1.80275e-05 4.07957e-05 1.08283e-34 4.35604e-05 1.61238e-05 1.05476e-05 Variance: 1.58722e-06 Variances/cluster: 4.19266e-08 8.44208e-08 3.42594e-08 7.04274e-08 0.156503 0 5.98708e-08 3.13291e-07 1.08245e-06 4.61588e-08 5.71632e-08 3.46575e-08 0 3.85165e-08 6.98334e-08 0 2.7222e-06 3.52017e-08 6.09636e-08 -------------------------------------------------------------- Initialization seed trial #33 of 1000; initialization seed = 493578258 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 506114 Distortion: 0.0401798 Distortions/cluster: 1.95538e-05 1.39801e-05 1.7375e-05 2.24074e-05 2.37044e-35 0.000300791 1.08941e-05 5.68468e-05 1.46594e-05 0.0356196 8.03927e-05 1.38469e-05 3.56628e-05 1.17609e-05 1.03453e-05 1.53433e-05 1.32174e-05 0.00391362 9.50394e-06 Variance: 6.80897e-06 Variances/cluster: 4.57892e-08 3.40119e-08 3.25337e-08 5.15071e-08 0 1.87971e-05 2.6312e-08 6.54704e-08 3.49003e-08 0.035575 9.47727e-08 3.58693e-08 3.36402e-07 6.18941e-08 4.15435e-08 5.87821e-08 2.20239e-07 0.00391989 3.46828e-08 -------------------------------------------------------------- Initialization seed trial #34 of 1000; initialization seed = 493578259 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 64 BIC score: 570481 Distortion: 0.00936786 Distortions/cluster: 1.8789e-05 2.42703e-05 1.08283e-34 2.3989e-05 2.03969e-05 2.34427e-05 1.44798e-05 1.27749e-35 2.07993e-05 1.25384e-05 0 2.02889e-05 2.1899e-05 2.11957e-05 0.000307974 0.00872182 2.28377e-05 2.2124e-05 7.10126e-05 Variance: 1.5875e-06 Variances/cluster: 3.91403e-08 6.23709e-08 0 4.11436e-08 3.49222e-08 5.97836e-08 5.81331e-08 0 7.34901e-08 6.17604e-08 0 4.78358e-08 4.13152e-08 7.11044e-08 1.71076e-05 0.156503 5.38576e-08 4.91604e-08 1.19741e-07 -------------------------------------------------------------- Initialization seed trial #35 of 1000; initialization seed = 493578260 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 556272 Distortion: 0.0129989 Distortions/cluster: 0.00872182 2.96853e-05 1.87447e-05 1.66572e-05 2.27217e-05 2.20287e-05 1.74628e-05 2.48792e-05 1.98443e-05 0 2.36351e-05 2.8329e-05 4.35604e-05 0.00391362 3.28529e-05 4.81569e-35 1.83788e-05 1.56942e-05 2.90207e-05 Variance: 2.20284e-06 Variances/cluster: 0.156503 5.60978e-08 6.33065e-08 3.65256e-08 6.62233e-08 4.37907e-08 3.45769e-08 7.21079e-08 3.45078e-08 0 5.26351e-08 5.10264e-08 2.7222e-06 0.00391989 3.12848e-07 2.67973e-31 3.86884e-08 2.6595e-07 4.21776e-08 -------------------------------------------------------------- Initialization seed trial #36 of 1000; initialization seed = 493578261 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 511175 Distortion: 0.0362512 Distortions/cluster: 1.27749e-35 8.82392e-06 1.56393e-05 1.62343e-05 0.0356196 3.07045e-05 3.40226e-05 1.08283e-34 0.000300791 1.10083e-05 1.31026e-05 2.18272e-05 2.82615e-05 4.77531e-05 2.37044e-35 1.58169e-05 3.26524e-05 1.87125e-05 3.62871e-05 Variance: 6.14323e-06 Variances/cluster: 0 1.91763e-07 4.22649e-08 4.05821e-08 0.035575 4.33642e-08 6.05191e-08 0 1.87971e-05 6.08142e-08 8.56306e-08 3.59549e-08 4.79665e-08 8.4943e-08 0 5.9014e-08 3.85929e-08 3.86584e-08 3.35956e-07 -------------------------------------------------------------- Initialization seed trial #37 of 1000; initialization seed = 493578262 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 500820 Distortion: 0.0452622 Distortions/cluster: 2.66419e-05 4.35604e-05 2.20772e-05 9.85554e-06 1.19125e-05 1.76684e-05 1.3204e-05 1.98152e-05 2.02356e-05 3.24276e-05 1.08283e-34 1.86525e-05 2.24491e-05 2.29852e-05 1.14771e-05 3.26e-05 0.0446389 0.000297754 1.27749e-35 Variance: 7.67027e-06 Variances/cluster: 5.50271e-08 2.7222e-06 3.61287e-08 2.18977e-07 5.56482e-08 5.77354e-08 5.36574e-08 4.80907e-08 4.51649e-08 3.85093e-08 0 3.86144e-08 4.96502e-08 6.77818e-08 6.16996e-08 4.57183e-08 0.0422886 2.91882e-06 0 -------------------------------------------------------------- Initialization seed trial #38 of 1000; initialization seed = 493578263 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 711608 Distortion: 0.000399978 Distortions/cluster: 2.43786e-05 1.15575e-05 1.08283e-34 9.64317e-35 4.81569e-35 2.23064e-05 1.72269e-05 2.58511e-05 7.8237e-05 2.41898e-05 4.67043e-05 0 2.17464e-05 3.27527e-05 4.073e-05 3.44908e-05 1.98062e-05 2.37044e-35 1.27749e-35 Variance: 6.77813e-08 Variances/cluster: 7.18907e-08 6.17997e-08 0 6.86694e-32 2.67973e-31 3.63255e-08 6.3563e-08 5.61933e-08 1.13541e-07 5.4111e-08 2.74699e-06 0 4.07962e-08 6.07463e-08 4.37448e-08 6.09179e-08 6.42853e-08 0 0 -------------------------------------------------------------- Initialization seed trial #39 of 1000; initialization seed = 493578264 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 572345 Distortion: 0.00910288 Distortions/cluster: 1.94559e-05 1.65659e-05 2.46274e-05 4.81569e-35 1.78151e-05 1.15146e-05 0 3.57241e-05 2.04219e-05 4.67043e-05 0.00872182 1.99638e-05 4.07957e-05 3.67128e-05 4.67839e-05 1.58515e-05 1.27749e-35 1.08283e-34 2.81191e-05 Variance: 1.5426e-06 Variances/cluster: 6.59472e-08 3.42948e-08 5.43605e-08 2.67973e-31 3.78203e-08 6.15701e-08 0 2.95206e-07 4.88518e-08 2.74699e-06 0.156503 3.45954e-08 6.98334e-08 5.98708e-08 8.44208e-08 3.49121e-08 0 0 4.17781e-08 -------------------------------------------------------------- Initialization seed trial #40 of 1000; initialization seed = 493578265 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 570557 Distortion: 0.00935811 Distortions/cluster: 1.08283e-34 1.43575e-05 1.21687e-05 3.99696e-05 2.67236e-05 1.20209e-05 0 2.22132e-05 0.000300791 2.78633e-05 1.15505e-05 4.07544e-05 4.90368e-05 3.53035e-05 1.27749e-35 1.43199e-05 1.58028e-05 0.00872182 1.34142e-05 Variance: 1.58585e-06 Variances/cluster: 0 3.41005e-08 3.01925e-08 6.86544e-08 6.34713e-08 3.45395e-08 0 4.7258e-08 1.87971e-05 7.46947e-08 4.49386e-08 3.39581e-07 8.51064e-08 5.95142e-08 0 3.02073e-08 3.64088e-08 0.156503 3.25559e-08 -------------------------------------------------------------- Initialization seed trial #41 of 1000; initialization seed = 493578266 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 556248 Distortion: 0.0130328 Distortions/cluster: 4.67043e-05 2.17656e-05 8.33627e-05 1.22848e-05 1.25728e-05 1.20547e-05 0.00391362 1.36674e-05 4.81569e-35 0.00872182 1.91595e-05 8.12252e-06 1.45422e-05 0 6.6306e-05 2.02544e-05 1.46888e-05 1.39993e-05 3.78274e-05 Variance: 2.20857e-06 Variances/cluster: 2.74699e-06 4.98027e-08 9.73555e-08 3.01811e-08 3.36137e-08 6.14985e-08 0.00391989 3.40803e-08 2.67973e-31 0.156503 4.66126e-08 4.00079e-08 3.06762e-08 0 7.43933e-08 7.33798e-08 3.56493e-08 3.34882e-08 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #42 of 1000; initialization seed = 493578267 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 713107 Distortion: 0.000387567 Distortions/cluster: 2.27061e-05 3.65748e-05 4.81569e-35 3.26527e-05 1.08283e-34 1.27749e-35 9.64317e-35 2.20067e-05 4.02654e-05 1.9419e-05 1.25053e-05 4.74532e-05 2.37044e-35 3.06463e-05 4.67043e-05 3.57241e-05 1.8786e-05 2.2123e-05 0 Variance: 6.56782e-08 Variances/cluster: 5.02305e-08 5.98409e-08 2.67973e-31 3.85931e-08 0 0 6.86694e-32 4.97844e-08 6.94009e-08 7.41129e-08 6.12955e-08 8.47111e-08 0 4.30994e-08 2.74699e-06 2.95206e-07 3.88907e-08 3.61445e-08 0 -------------------------------------------------------------- Initialization seed trial #43 of 1000; initialization seed = 493578268 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 497314 Distortion: 0.0489076 Distortions/cluster: 0.0446389 1.88701e-05 1.25773e-05 2.07991e-05 1.80683e-05 3.33141e-05 2.17402e-05 1.50118e-05 1.13353e-05 3.06459e-05 2.22179e-05 4.81569e-35 1.66437e-05 3.25246e-05 2.33493e-05 0.00391362 1.59395e-05 1.84293e-05 4.35604e-05 Variance: 8.28801e-06 Variances/cluster: 0.0422886 3.90648e-08 2.28631e-07 4.75908e-08 4.89494e-08 3.14247e-07 4.78819e-08 5.90825e-08 6.12668e-08 4.29176e-08 3.61813e-08 2.67973e-31 4.07803e-08 3.85329e-08 5.79202e-08 0.00391989 5.94711e-08 6.39705e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #44 of 1000; initialization seed = 493578269 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 511152 Distortion: 0.0362562 Distortions/cluster: 1.08283e-34 3.41625e-05 3.82073e-05 4.77531e-05 2.92934e-05 1.84914e-05 1.27749e-35 2.05245e-05 2.06045e-05 2.37044e-35 2.89546e-05 0.000296857 2.81147e-05 0 1.60534e-05 2.49403e-05 1.66742e-05 1.60256e-05 0.0356196 Variance: 6.14408e-06 Variances/cluster: 0 6.05524e-08 3.67338e-07 8.4943e-08 7.58836e-08 3.86004e-08 0 4.33884e-08 3.52174e-08 0 4.90595e-08 1.9788e-05 4.14635e-08 0 3.35815e-08 5.43317e-08 3.59325e-08 2.50339e-07 0.035575 -------------------------------------------------------------- Initialization seed trial #45 of 1000; initialization seed = 493578270 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 22 BIC score: 554759 Distortion: 0.0132636 Distortions/cluster: 1.6547e-05 1.57011e-05 2.11957e-05 3.57241e-05 2.3009e-05 2.80587e-05 0.00391362 1.99777e-05 1.44798e-05 1.80326e-05 0 0.000287166 2.19141e-05 0.00872182 4.67043e-05 2.31671e-05 2.03065e-05 2.03826e-05 1.57942e-05 Variance: 2.24769e-06 Variances/cluster: 3.4185e-08 3.49658e-08 7.11044e-08 2.95206e-07 5.91302e-08 4.18125e-08 0.00391989 3.45594e-08 5.81331e-08 3.78799e-08 0 1.16253e-06 4.82648e-08 0.156503 2.74699e-06 5.87803e-08 4.91638e-08 4.86301e-08 6.58038e-08 -------------------------------------------------------------- Initialization seed trial #46 of 1000; initialization seed = 493578271 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 68 BIC score: 556061 Distortion: 0.0130025 Distortions/cluster: 0 2.02609e-05 1.21027e-05 2.17247e-05 3.33687e-05 3.28638e-05 0.00391362 1.79471e-05 4.67043e-05 3.57241e-05 2.79733e-05 1.9924e-05 1.57866e-05 4.81569e-35 0.00872182 1.94117e-05 2.21328e-05 1.64906e-05 2.46633e-05 Variance: 2.20344e-06 Variances/cluster: 0 4.90534e-08 6.17435e-08 7.26524e-08 5.91449e-08 6.08393e-08 0.00391989 3.77796e-08 2.74699e-06 2.95206e-07 4.18099e-08 3.45262e-08 3.50004e-08 2.67973e-31 0.156503 6.38337e-08 4.93995e-08 3.41391e-08 7.20923e-08 -------------------------------------------------------------- Initialization seed trial #47 of 1000; initialization seed = 493578272 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 74 BIC score: 500367 Distortion: 0.0452675 Distortions/cluster: 1.63682e-05 1.27749e-35 4.35604e-05 1.76218e-05 2.16844e-05 2.85627e-05 2.19293e-05 2.6026e-05 1.08283e-34 2.3905e-05 2.83743e-05 2.56986e-05 2.00444e-05 0.000277029 1.21482e-05 1.60872e-05 3.68069e-05 1.27517e-05 0.0446389 Variance: 7.67116e-06 Variances/cluster: 3.57353e-08 0 2.7222e-06 3.78113e-08 6.43405e-08 4.20003e-08 5.23324e-08 5.70561e-08 0 7.09127e-08 5.7303e-08 5.64758e-08 3.46748e-08 1.92365e-06 5.59643e-08 3.35121e-08 3.14553e-07 5.22441e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #48 of 1000; initialization seed = 493578273 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 72 BIC score: 605911 Distortion: 0.00428722 Distortions/cluster: 2.31055e-05 2.14989e-05 2.41418e-05 1.22168e-05 9.64317e-35 3.57241e-05 4.67043e-05 0.00391362 2.43786e-05 3.15345e-05 4.81569e-35 1.96949e-05 3.25482e-05 2.97714e-05 2.0049e-05 2.37044e-35 3.36824e-05 0 1.85474e-05 Variance: 7.26524e-07 Variances/cluster: 4.79327e-08 3.57083e-08 7.22754e-08 6.20088e-08 6.86694e-32 2.95206e-07 2.74699e-06 0.00391989 7.18907e-08 3.78987e-08 2.67973e-31 6.41321e-08 6.08182e-08 4.28328e-08 5.19357e-08 0 5.91764e-08 0 3.83175e-08 -------------------------------------------------------------- Initialization seed trial #49 of 1000; initialization seed = 493578274 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 554622 Distortion: 0.0132648 Distortions/cluster: 1.24093e-05 0 1.75699e-05 2.25654e-05 2.88502e-05 3.33687e-05 2.447e-05 1.27561e-05 1.41108e-05 1.9604e-05 0.00391362 0.00872182 1.44035e-05 0.000300151 4.67043e-05 3.28638e-05 1.19807e-05 8.48552e-06 2.90326e-05 Variance: 2.24788e-06 Variances/cluster: 3.0264e-08 0 4.05737e-08 4.81096e-08 6.20384e-08 5.91449e-08 7.1948e-08 3.31299e-08 3.55401e-08 6.40449e-08 0.00391989 0.156503 3.41286e-08 2.58722e-06 2.74699e-06 6.08393e-08 3.00988e-08 3.34037e-08 7.5797e-08 -------------------------------------------------------------- Initialization seed trial #50 of 1000; initialization seed = 493578275 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 572800 Distortion: 0.00911872 Distortions/cluster: 1.27749e-35 1.73815e-05 1.66778e-05 2.15055e-05 4.81569e-35 1.99629e-05 1.63794e-05 2.8383e-05 1.68691e-05 8.03927e-05 0.00872182 1.78482e-05 3.18828e-05 5.63808e-05 0 1.14268e-05 4.35604e-05 1.08283e-34 1.8248e-05 Variance: 1.54528e-06 Variances/cluster: 0 6.20722e-08 3.6096e-08 4.92077e-08 2.67973e-31 3.46537e-08 3.36995e-08 4.15527e-08 2.5553e-07 9.47727e-08 0.156503 3.82152e-08 3.12543e-07 6.50086e-08 0 6.14291e-08 2.7222e-06 0 4.30339e-08 -------------------------------------------------------------- Initialization seed trial #51 of 1000; initialization seed = 493578276 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 511039 Distortion: 0.0360113 Distortions/cluster: 4.81569e-35 2.06785e-05 2.31325e-05 2.90584e-05 2.08465e-05 1.08283e-34 2.98108e-05 2.06002e-05 7.5156e-05 4.67043e-05 2.37044e-35 2.42703e-05 1.44798e-05 2.05594e-05 2.01309e-05 2.11957e-05 1.27749e-35 0.0356196 2.51024e-05 Variance: 6.10257e-06 Variances/cluster: 2.67973e-31 3.52234e-08 5.91436e-08 6.11706e-08 4.00855e-08 0 7.58485e-08 4.84553e-08 1.12163e-07 2.74699e-06 0 6.23709e-08 5.81331e-08 4.04678e-08 3.99387e-08 7.11044e-08 0 0.035575 5.2954e-08 -------------------------------------------------------------- Initialization seed trial #52 of 1000; initialization seed = 493578277 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 711517 Distortion: 0.000400266 Distortions/cluster: 1.91944e-05 3.00268e-05 3.77617e-05 2.33997e-05 1.08941e-05 9.64317e-35 2.37044e-35 0 2.54016e-05 2.96641e-05 4.67043e-05 4.81569e-35 2.93403e-05 7.66228e-05 1.08283e-34 1.27749e-35 2.58599e-05 2.30833e-05 2.23127e-05 Variance: 6.78302e-08 Variances/cluster: 6.439e-08 7.58193e-08 4.07319e-08 4.14849e-08 5.52826e-08 6.86694e-32 0 0 4.08997e-08 6.07671e-08 2.74699e-06 2.67973e-31 6.03661e-08 1.16437e-07 0 0 5.38699e-08 7.37255e-08 4.89156e-08 -------------------------------------------------------------- Initialization seed trial #53 of 1000; initialization seed = 493578278 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 70 BIC score: 510991 Distortion: 0.0362604 Distortions/cluster: 1.75982e-05 1.27749e-35 2.19697e-05 1.60874e-05 3.67128e-05 2.14367e-05 4.07957e-05 1.6308e-05 3.96065e-05 0.0356196 2.00901e-05 2.19947e-05 2.37044e-35 2.86613e-05 1.20547e-05 0.000300791 4.67839e-05 0 1.08283e-34 Variance: 6.1448e-06 Variances/cluster: 3.7842e-08 0 4.91452e-08 3.35125e-08 5.98708e-08 7.31571e-08 6.98334e-08 3.56817e-08 3.35609e-07 0.035575 3.4694e-08 5.27403e-08 0 4.20217e-08 6.14985e-08 1.87971e-05 8.44208e-08 0 0 -------------------------------------------------------------- Initialization seed trial #54 of 1000; initialization seed = 493578279 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 510773 Distortion: 0.0362449 Distortions/cluster: 1.13443e-05 2.57132e-05 1.27749e-35 3.93166e-05 2.22714e-05 1.08283e-34 1.44798e-05 1.7577e-05 3.07489e-05 1.89619e-05 3.26941e-05 2.36914e-05 0.0356196 2.11957e-05 0.000300791 2.37044e-35 2.23091e-05 2.31325e-05 2.11141e-05 Variance: 6.14216e-06 Variances/cluster: 6.13155e-08 5.61378e-08 0 3.38897e-07 3.62684e-08 0 5.81331e-08 6.39114e-08 4.33656e-08 3.89323e-08 3.86421e-08 5.32342e-08 0.035575 7.11044e-08 1.87971e-05 0 5.66035e-08 5.91436e-08 5.06169e-08 -------------------------------------------------------------- Initialization seed trial #55 of 1000; initialization seed = 493578280 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 496948 Distortion: 0.0489247 Distortions/cluster: 3.99696e-05 9.26363e-06 4.90368e-05 0.0446389 4.67043e-05 3.52542e-05 1.31381e-05 1.42519e-05 1.76545e-05 1.68322e-05 3.53035e-05 1.70457e-05 7.72711e-06 1.5177e-05 0.00391362 1.52615e-05 1.18114e-05 4.81569e-35 2.77039e-05 Variance: 8.29091e-06 Variances/cluster: 6.86544e-08 5.93772e-08 8.51064e-08 0.0422886 2.74699e-06 2.93751e-07 4.59336e-08 3.24616e-08 4.90358e-08 5.0543e-08 5.95142e-08 3.72141e-08 3.28775e-08 6.62701e-08 0.00391989 3.42925e-08 2.93053e-08 2.67973e-31 4.15938e-08 -------------------------------------------------------------- Initialization seed trial #56 of 1000; initialization seed = 493578281 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 572426 Distortion: 0.00911507 Distortions/cluster: 7.69665e-05 2.96641e-05 1.72269e-05 2.54232e-05 2.29397e-05 2.30833e-05 0 2.43816e-05 0.00872182 1.27749e-35 1.91944e-05 2.23127e-05 1.15575e-05 1.08941e-05 2.24268e-05 1.08283e-34 4.67043e-05 4.04796e-05 4.81569e-35 Variance: 1.54467e-06 Variances/cluster: 1.15382e-07 6.07671e-08 6.3563e-08 5.53836e-08 4.14035e-08 7.37255e-08 0 5.42972e-08 0.156503 0 6.439e-08 4.89156e-08 6.17997e-08 5.52826e-08 3.63439e-08 0 2.74699e-06 4.36635e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #57 of 1000; initialization seed = 493578282 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 69 BIC score: 497148 Distortion: 0.0489096 Distortions/cluster: 2.89534e-05 1.95455e-05 1.60884e-05 3.20301e-05 0.00391362 2.03184e-05 2.26468e-05 1.6679e-05 4.81569e-35 2.07003e-05 1.98303e-05 3.28529e-05 1.80454e-05 1.46496e-05 0.0446389 1.13353e-05 2.9962e-05 4.35604e-05 9.85554e-06 Variance: 8.28836e-06 Variances/cluster: 4.22025e-08 6.4063e-08 3.52012e-08 5.66719e-08 0.00391989 3.48474e-08 6.71802e-08 3.43866e-08 2.67973e-31 4.6409e-08 4.69874e-08 3.12848e-07 3.83908e-08 5.59102e-08 0.0422886 6.12668e-08 5.66208e-08 2.7222e-06 2.18977e-07 -------------------------------------------------------------- Initialization seed trial #58 of 1000; initialization seed = 493578283 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 87 BIC score: 507045 Distortion: 0.0399211 Distortions/cluster: 0.0356196 3.57241e-05 1.81712e-05 2.295e-05 0.00391362 4.67043e-05 3.67128e-05 2.37044e-35 0 1.68447e-05 4.67839e-05 2.84588e-05 2.95309e-05 4.07957e-05 2.86923e-05 2.04028e-05 4.81569e-35 0 1.61511e-05 Variance: 6.76514e-06 Variances/cluster: 0.035575 2.95206e-07 3.86584e-08 4.7908e-08 0.00391989 2.74699e-06 5.98708e-08 0 0 3.45149e-08 8.44208e-08 7.48856e-08 6.28266e-08 6.98334e-08 4.19442e-08 3.49921e-08 2.67973e-31 0 3.52613e-08 -------------------------------------------------------------- Initialization seed trial #59 of 1000; initialization seed = 493578284 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 556220 Distortion: 0.0130328 Distortions/cluster: 1.25053e-05 4.67043e-05 8.33627e-05 2.13944e-05 1.33556e-05 1.8926e-05 1.22799e-05 8.0737e-06 1.16297e-05 4.81569e-35 2.09777e-05 0.00391362 0.00872182 0 1.4303e-05 6.6306e-05 1.4207e-05 3.78274e-05 1.54634e-05 Variance: 2.20857e-06 Variances/cluster: 6.12955e-08 2.74699e-06 9.73555e-08 5.06934e-08 3.55167e-08 7.3924e-08 3.01691e-08 3.28161e-08 2.95887e-08 2.67973e-31 4.77809e-08 0.00391989 0.156503 0 3.40517e-08 7.43933e-08 3.39852e-08 3.00181e-07 3.61262e-08 -------------------------------------------------------------- Initialization seed trial #60 of 1000; initialization seed = 493578285 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 68 BIC score: 510574 Distortion: 0.0362464 Distortions/cluster: 1.92665e-05 2.43786e-05 1.66611e-05 2.26704e-05 1.08283e-34 2.89033e-05 0.000300791 1.63282e-05 1.25053e-05 3.33687e-05 1.27749e-35 2.02347e-05 0.0356196 2.37044e-35 1.98062e-05 3.96065e-05 1.76858e-05 2.19354e-05 3.27527e-05 Variance: 6.14242e-06 Variances/cluster: 7.40964e-08 7.18907e-08 3.60599e-08 5.19916e-08 0 4.21295e-08 1.87971e-05 3.36633e-08 6.12955e-08 5.91449e-08 0 3.49436e-08 0.035575 0 6.42853e-08 3.35609e-07 3.79486e-08 5.00768e-08 6.07463e-08 -------------------------------------------------------------- Initialization seed trial #61 of 1000; initialization seed = 493578286 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 500720 Distortion: 0.045009 Distortions/cluster: 1.27749e-35 0.0446389 2.31814e-05 1.89988e-05 1.41533e-05 1.57915e-05 2.60819e-05 2.79839e-05 4.67043e-05 1.08283e-34 2.84994e-05 2.29571e-05 4.81569e-35 1.44097e-05 3.13834e-05 3.32665e-05 1.67792e-05 3.57241e-05 1.41815e-05 Variance: 7.62735e-06 Variances/cluster: 0 0.0422886 4.7596e-08 3.39831e-08 3.42666e-08 3.69788e-08 5.76844e-08 7.46177e-08 2.74699e-06 0 6.36095e-08 5.05499e-08 2.67973e-31 3.56645e-08 7.96278e-08 7.39022e-08 3.23895e-08 2.95206e-07 3.73165e-08 -------------------------------------------------------------- Initialization seed trial #62 of 1000; initialization seed = 493578287 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 570831 Distortion: 0.00935546 Distortions/cluster: 1.27749e-35 1.68101e-05 2.2247e-05 2.43971e-05 3.17776e-05 2.05663e-05 2.05853e-05 2.42215e-05 0 1.60156e-05 0.00872182 2.94232e-05 3.04228e-05 4.35604e-05 2.07735e-05 1.08283e-34 1.63353e-05 0.000298267 1.82353e-05 Variance: 1.5854e-06 Variances/cluster: 0 3.62254e-08 4.37895e-08 7.19622e-08 7.98177e-08 3.52122e-08 4.51286e-08 5.38213e-08 0 2.66871e-07 0.156503 6.60987e-08 4.37071e-08 2.7222e-06 4.90938e-08 0 3.3678e-08 2.89547e-06 3.85486e-08 -------------------------------------------------------------- Initialization seed trial #63 of 1000; initialization seed = 493578288 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 605396 Distortion: 0.00430658 Distortions/cluster: 2.43786e-05 7.1094e-05 2.18444e-05 3.44908e-05 1.98062e-05 1.24797e-05 0 2.18687e-05 4.67043e-05 3.27527e-05 1.84003e-05 4.81569e-35 2.3625e-05 2.01582e-05 2.30751e-05 2.22816e-05 0.00391362 2.37044e-35 9.64317e-35 Variance: 7.29805e-07 Variances/cluster: 7.18907e-08 1.20897e-07 4.12901e-08 6.09179e-08 6.42853e-08 6.17757e-08 0 7.28903e-08 2.74699e-06 6.07463e-08 3.86527e-08 2.67973e-31 4.05889e-08 3.47515e-08 5.55977e-08 4.85397e-08 0.00391989 0 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #64 of 1000; initialization seed = 493578289 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 603323 Distortion: 0.00455937 Distortions/cluster: 1.25056e-05 9.08094e-06 2.87715e-05 0.000298718 2.62813e-05 2.24779e-05 1.00289e-05 1.55571e-05 3.72413e-05 9.64317e-35 0 3.62143e-05 1.03679e-05 1.24016e-05 2.37044e-35 4.87998e-05 3.0599e-05 4.67043e-05 0.00391362 Variance: 7.72644e-07 Variances/cluster: 5.14469e-08 5.15796e-08 7.51155e-08 6.26192e-07 5.11263e-08 5.94457e-08 4.82004e-08 4.1143e-08 4.0876e-08 6.86694e-32 0 2.96805e-07 5.31516e-08 7.29284e-08 0 4.89914e-08 4.17971e-08 2.74699e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #65 of 1000; initialization seed = 493578290 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 570688 Distortion: 0.00935785 Distortions/cluster: 3.74233e-05 2.36116e-05 4.35604e-05 1.27749e-35 1.60843e-05 1.68212e-05 3.35214e-05 2.1448e-05 2.22305e-05 0.000286405 0.00872182 1.74272e-05 2.87959e-05 3.36824e-05 1.54704e-05 1.08283e-34 0 1.94952e-05 2.00524e-05 Variance: 1.58581e-06 Variances/cluster: 3.14445e-07 6.96288e-08 2.7222e-06 0 3.52695e-08 3.44667e-08 6.22874e-08 4.88523e-08 5.13359e-08 1.21865e-06 0.156503 3.7555e-08 4.20341e-08 5.91764e-08 6.52705e-08 0 0 6.41085e-08 3.46887e-08 -------------------------------------------------------------- Initialization seed trial #66 of 1000; initialization seed = 493578291 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 91 BIC score: 572439 Distortion: 0.00911506 Distortions/cluster: 0 1.16201e-05 2.47531e-05 7.80506e-05 2.19964e-05 4.09224e-05 1.96863e-05 1.94749e-05 1.16203e-05 4.67043e-05 1.27749e-35 2.61316e-05 1.13973e-05 2.93148e-05 2.29193e-05 0.00872182 4.81569e-35 1.08283e-34 2.86463e-05 Variance: 1.54466e-06 Variances/cluster: 0 5.50538e-08 6.18624e-08 1.12943e-07 4.09577e-08 4.38573e-08 4.44241e-08 7.34673e-08 5.63912e-08 2.74699e-06 0 5.32163e-08 5.01922e-08 6.15806e-08 3.68435e-08 0.156503 2.67973e-31 0 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #67 of 1000; initialization seed = 493578292 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 500875 Distortion: 0.0450128 Distortions/cluster: 1.52618e-05 1.52103e-05 4.90368e-05 3.53674e-05 2.13003e-05 1.21921e-05 4.81569e-35 1.98388e-05 1.08283e-34 1.92209e-05 3.99055e-05 1.27749e-35 2.19697e-05 1.38361e-05 0.0446389 1.43139e-05 1.39722e-05 4.67043e-05 3.57241e-05 Variance: 7.62799e-06 Variances/cluster: 3.52434e-08 3.58702e-08 8.51064e-08 5.95215e-08 7.29408e-08 6.18836e-08 2.67973e-31 4.87397e-08 0 3.40756e-08 6.86622e-08 0 4.91452e-08 3.13007e-08 0.0422886 3.64185e-08 3.39927e-08 2.74699e-06 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #68 of 1000; initialization seed = 493578293 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 496782 Distortion: 0.0489224 Distortions/cluster: 1.22872e-05 1.24759e-05 1.45782e-05 3.57241e-05 3.53035e-05 1.13194e-05 4.67043e-05 1.44193e-05 1.96393e-05 3.99696e-05 1.41196e-05 2.20816e-05 0.0446389 2.01212e-05 4.90368e-05 8.18088e-06 4.81569e-35 1.38846e-05 0.00391362 Variance: 8.29052e-06 Variances/cluster: 6.14306e-08 3.01324e-08 3.57273e-08 2.95206e-07 5.95142e-08 2.97064e-08 2.74699e-06 3.55125e-08 7.38266e-08 6.86544e-08 3.4185e-08 5.00676e-08 0.0422886 4.79032e-08 8.51064e-08 3.22045e-08 2.67973e-31 3.41955e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #69 of 1000; initialization seed = 493578294 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 501254 Distortion: 0.0450275 Distortions/cluster: 4.81569e-35 3.88532e-05 2.2113e-05 1.17974e-05 1.5771e-05 2.61316e-05 2.35252e-05 1.27749e-35 9.99845e-06 7.70819e-05 2.86463e-05 2.93148e-05 0.0446389 1.29286e-05 2.58452e-05 9.32466e-06 4.67043e-05 1.05017e-05 1.08283e-34 Variance: 7.63048e-06 Variances/cluster: 2.67973e-31 4.17291e-08 4.10982e-08 7.23551e-08 4.11643e-08 5.32163e-08 6.28808e-08 0 4.82862e-08 1.12028e-07 7.5181e-08 6.15806e-08 0.0422886 5.21146e-08 4.12815e-08 5.20763e-08 2.74699e-06 5.3291e-08 0 -------------------------------------------------------------- Initialization seed trial #70 of 1000; initialization seed = 493578295 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 605870 Distortion: 0.00428615 Distortions/cluster: 2.25984e-05 2.0935e-05 0 2.95988e-05 1.57617e-05 2.41261e-05 2.34603e-05 4.67043e-05 0.00391362 1.90914e-05 9.64317e-35 2.37044e-35 2.86463e-05 4.81569e-35 3.32979e-05 3.1127e-05 3.57241e-05 1.89536e-05 2.25077e-05 Variance: 7.26344e-07 Variances/cluster: 3.66221e-08 7.02298e-08 0 6.24396e-08 5.99111e-08 6.04471e-08 4.85677e-08 2.74699e-06 0.00391989 3.95229e-08 6.86694e-32 0 7.5181e-08 2.67973e-31 3.89415e-08 4.32281e-08 2.95206e-07 4.62133e-08 5.93676e-08 -------------------------------------------------------------- Initialization seed trial #71 of 1000; initialization seed = 493578296 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 554809 Distortion: 0.0132584 Distortions/cluster: 1.96059e-05 0.00391362 2.81328e-05 1.22872e-05 1.19427e-05 2.25303e-05 3.9446e-05 0 3.36824e-05 2.36116e-05 1.75562e-05 0.000300791 3.34105e-05 2.17832e-05 1.96393e-05 0.00872182 8.59437e-06 1.58965e-05 1.402e-05 Variance: 2.2468e-06 Variances/cluster: 6.42612e-08 0.00391989 4.18607e-08 6.14306e-08 3.0079e-08 5.1789e-08 3.37107e-07 0 5.91764e-08 6.96288e-08 3.7833e-08 1.87971e-05 6.21969e-08 4.99572e-08 7.38266e-08 0.156503 3.35679e-08 3.463e-08 3.25261e-08 -------------------------------------------------------------- Initialization seed trial #72 of 1000; initialization seed = 493578297 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 500217 Distortion: 0.0452585 Distortions/cluster: 2.43786e-05 1.52455e-05 1.92665e-05 0.000300791 1.44267e-05 1.27749e-35 1.92532e-05 3.28638e-05 1.96949e-05 1.53454e-05 3.93166e-05 3.33687e-05 1.40334e-05 2.24069e-05 1.25053e-05 2.19354e-05 1.47935e-05 1.08283e-34 0.0446389 Variance: 7.66964e-06 Variances/cluster: 7.18907e-08 3.62091e-08 7.40964e-08 1.87971e-05 3.56183e-08 0 3.40724e-08 6.08393e-08 6.41321e-08 3.23032e-08 3.38897e-07 5.91449e-08 3.4562e-08 5.18631e-08 6.12955e-08 5.00768e-08 3.59907e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #73 of 1000; initialization seed = 493578298 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 570923 Distortion: 0.0093472 Distortions/cluster: 2.43728e-05 1.08283e-34 2.07993e-05 2.07709e-05 2.20889e-05 3.93166e-05 2.2852e-05 0 0.00872182 1.27749e-35 0.000300791 1.56781e-05 1.89536e-05 3.08622e-05 2.2124e-05 2.25077e-05 3.28348e-05 1.88897e-05 1.25384e-05 Variance: 1.584e-06 Variances/cluster: 6.04591e-08 0 7.34901e-08 7.03879e-08 3.61478e-08 3.38897e-07 5.35127e-08 0 0.156503 0 1.87971e-05 5.9821e-08 4.62133e-08 4.33421e-08 4.91604e-08 5.93676e-08 3.86713e-08 3.90245e-08 6.17604e-08 -------------------------------------------------------------- Initialization seed trial #74 of 1000; initialization seed = 493578299 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 496056 Distortion: 0.0491807 Distortions/cluster: 1.22799e-05 2.23953e-05 8.22005e-06 1.42423e-05 4.35604e-05 0.00391362 2.15545e-05 1.57021e-05 1.16267e-05 2.05784e-05 0.000286175 1.32659e-05 1.5517e-05 1.42671e-05 3.38285e-05 3.33079e-05 3.66664e-05 0.0446389 2.50039e-05 Variance: 8.3343e-06 Variances/cluster: 3.01691e-08 5.24434e-08 3.30084e-08 3.39882e-08 2.7222e-06 0.00391989 4.75663e-08 6.56936e-08 2.96567e-08 4.78527e-08 1.22813e-06 3.52781e-08 3.62514e-08 3.42928e-08 7.48182e-08 8.00416e-08 3.16053e-07 0.0422886 5.82649e-08 -------------------------------------------------------------- Initialization seed trial #75 of 1000; initialization seed = 493578300 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 81 BIC score: 570647 Distortion: 0.00935546 Distortions/cluster: 2.18428e-05 0.000300791 0.00872182 4.67839e-05 2.13905e-05 1.48898e-05 0 3.93166e-05 1.20547e-05 1.08283e-34 1.39817e-05 1.27749e-35 1.43884e-05 1.35544e-05 1.97715e-05 3.67128e-05 1.56738e-05 2.16892e-05 4.07957e-05 Variance: 1.5854e-06 Variances/cluster: 4.91914e-08 1.87971e-05 0.156503 8.44208e-08 7.32495e-08 3.51972e-08 0 3.38897e-07 6.14985e-08 0 3.58468e-08 0 3.45844e-08 3.09433e-08 3.44411e-08 5.98708e-08 3.64474e-08 5.23847e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #76 of 1000; initialization seed = 493578301 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 554605 Distortion: 0.0132633 Distortions/cluster: 2.3009e-05 1.56062e-05 3.55836e-05 1.42439e-05 1.44798e-05 1.40072e-05 2.86012e-05 2.3533e-05 0.00391362 0 2.31671e-05 2.11957e-05 4.67043e-05 0.0002968 0.00872182 1.5601e-05 1.56342e-05 1.93119e-05 2.03826e-05 Variance: 2.24764e-06 Variances/cluster: 5.91302e-08 3.82466e-08 2.96496e-07 3.4155e-08 5.81331e-08 3.14036e-08 7.50627e-08 4.7827e-08 0.00391989 0 5.87803e-08 7.11044e-08 2.74699e-06 6.80678e-07 0.156503 3.5697e-08 3.62711e-08 3.41764e-08 4.86301e-08 -------------------------------------------------------------- Initialization seed trial #77 of 1000; initialization seed = 493578302 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 554710 Distortion: 0.0132759 Distortions/cluster: 2.14852e-05 1.62756e-05 2.07783e-05 2.16683e-05 1.74457e-05 1.06737e-05 2.41432e-05 1.79586e-05 2.11029e-05 0.000307974 2.49328e-05 1.14907e-05 7.41736e-05 0.00872182 1.15706e-05 1.89778e-05 0.00391362 1.979e-05 0 Variance: 2.24977e-06 Variances/cluster: 5.3978e-08 4.09832e-08 3.97253e-08 4.10348e-08 6.36504e-08 4.89464e-08 6.2689e-08 6.69886e-08 6.63564e-08 1.71076e-05 5.33848e-08 5.49617e-08 1.13579e-07 0.156503 6.18698e-08 3.93695e-08 0.00391989 3.44734e-08 0 -------------------------------------------------------------- Initialization seed trial #78 of 1000; initialization seed = 493578303 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 74 BIC score: 556979 Distortion: 0.0130313 Distortions/cluster: 1.69592e-05 2.98982e-05 1.11376e-05 0.00872182 1.44112e-05 1.34053e-05 3.07826e-05 4.81569e-35 7.54705e-06 5.63808e-05 3.34171e-05 1.83081e-05 0.00391362 4.35604e-05 2.11539e-05 0 8.03927e-05 5.27265e-06 1.32174e-05 Variance: 2.20832e-06 Variances/cluster: 5.09239e-08 4.30153e-08 4.38453e-08 0.156503 4.18894e-08 5.72832e-08 3.73543e-08 2.67973e-31 5.7606e-08 6.50086e-08 3.15218e-07 3.83781e-08 0.00391989 2.7222e-06 3.55486e-08 0 9.47727e-08 4.58456e-08 2.20239e-07 -------------------------------------------------------------- Initialization seed trial #79 of 1000; initialization seed = 493578304 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 556101 Distortion: 0.0130132 Distortions/cluster: 4.81569e-35 0 3.53674e-05 4.90368e-05 1.5555e-05 1.48469e-05 0.00872182 1.58547e-05 0.00391362 4.35604e-05 2.79423e-05 1.46055e-05 1.16583e-05 2.52505e-05 1.7229e-05 3.9511e-05 1.39983e-05 1.69478e-05 3.6415e-05 Variance: 2.20526e-06 Variances/cluster: 2.67973e-31 0 5.95215e-08 8.51064e-08 3.37388e-08 3.50957e-08 0.156503 3.13918e-08 0.00391989 2.7222e-06 4.18261e-08 3.32669e-08 4.57141e-08 7.29726e-08 4.71988e-08 6.81007e-08 9.39403e-08 4.17395e-08 3.13886e-07 -------------------------------------------------------------- Initialization seed trial #80 of 1000; initialization seed = 493578305 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 572193 Distortion: 0.00909914 Distortions/cluster: 2.84588e-05 4.67043e-05 1.61511e-05 0 1.68447e-05 3.33079e-05 2.86923e-05 1.08283e-34 3.57241e-05 2.50039e-05 3.38285e-05 4.81569e-35 1.81712e-05 2.04028e-05 2.15545e-05 0.00872182 2.95309e-05 1.27749e-35 2.295e-05 Variance: 1.54197e-06 Variances/cluster: 7.48856e-08 2.74699e-06 3.52613e-08 0 3.45149e-08 8.00416e-08 4.19442e-08 0 2.95206e-07 5.82649e-08 7.48182e-08 2.67973e-31 3.86584e-08 3.49921e-08 4.75663e-08 0.156503 6.28266e-08 0 4.7908e-08 -------------------------------------------------------------- Initialization seed trial #81 of 1000; initialization seed = 493578306 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 690715 Distortion: 0.000640432 Distortions/cluster: 1.94952e-05 3.35214e-05 3.13821e-05 3.36824e-05 2.23668e-05 3.32602e-05 1.08283e-34 2.36116e-05 2.86463e-05 2.95988e-05 0 9.64317e-35 1.92403e-05 2.37044e-35 1.27749e-35 0.000300791 0 4.08979e-05 2.39374e-05 Variance: 1.08529e-07 Variances/cluster: 6.41085e-08 6.22874e-08 4.34016e-08 5.91764e-08 3.63646e-08 3.88975e-08 0 6.96288e-08 7.5181e-08 6.24396e-08 0 6.86694e-32 3.98312e-08 0 0 1.87971e-05 0 3.37961e-07 4.9453e-08 -------------------------------------------------------------- Initialization seed trial #82 of 1000; initialization seed = 493578307 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 554770 Distortion: 0.013268 Distortions/cluster: 1.13669e-05 3.28638e-05 1.52394e-05 1.7975e-05 1.02262e-05 0 9.98205e-06 0.000292925 1.65093e-05 0.00391362 2.43786e-05 3.33687e-05 2.24814e-05 0.00872182 1.96949e-05 3.57241e-05 4.67043e-05 1.50608e-05 2.80889e-05 Variance: 2.24844e-06 Variances/cluster: 6.14376e-08 6.08393e-08 3.48698e-08 3.79184e-08 3.1174e-08 0 3.15851e-08 7.25003e-07 6.18279e-08 0.00391989 7.18907e-08 5.91449e-08 4.81356e-08 0.156503 6.41321e-08 2.95206e-07 2.74699e-06 3.27381e-08 4.17332e-08 -------------------------------------------------------------- Initialization seed trial #83 of 1000; initialization seed = 493578308 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 570984 Distortion: 0.00938963 Distortions/cluster: 1.70964e-05 1.08283e-34 1.93242e-05 1.7198e-05 4.35604e-05 1.27749e-35 1.5915e-05 1.00098e-05 1.24019e-05 8.70853e-06 1.43864e-05 2.7981e-05 1.53696e-05 0 0.00872182 3.86948e-05 0.000280187 6.48244e-05 8.21566e-05 Variance: 1.59119e-06 Variances/cluster: 3.72436e-08 0 4.41152e-08 8.86419e-08 2.7222e-06 0 3.48982e-08 6.02949e-08 3.01716e-08 3.55409e-08 3.26194e-08 4.16348e-08 5.82137e-08 0 0.156503 3.17131e-07 1.0225e-06 7.3059e-08 9.60592e-08 -------------------------------------------------------------- Initialization seed trial #84 of 1000; initialization seed = 493578309 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 570646 Distortion: 0.00934755 Distortions/cluster: 1.44798e-05 4.08979e-05 2.94898e-05 0 2.12686e-05 1.27749e-35 2.86463e-05 2.05094e-05 2.08381e-05 0.000300791 1.62324e-05 2.337e-05 1.84101e-05 2.32806e-05 1.65791e-05 2.22806e-05 1.08283e-34 2.86613e-05 0.00872182 Variance: 1.58406e-06 Variances/cluster: 5.81331e-08 3.37961e-07 6.24734e-08 0 7.11101e-08 0 7.5181e-08 3.51147e-08 4.9015e-08 1.87971e-05 3.36045e-08 5.97508e-08 3.88362e-08 4.88019e-08 3.59602e-08 5.78527e-08 0 4.20217e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #85 of 1000; initialization seed = 493578310 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 572174 Distortion: 0.00912395 Distortions/cluster: 2.42778e-05 2.03412e-05 3.99696e-05 2.23711e-05 6.94995e-05 1.08283e-34 1.79564e-05 4.67043e-05 4.81569e-35 1.98294e-05 3.58899e-05 1.01107e-05 1.27772e-05 0.00872182 4.90368e-05 1.14097e-05 0 2.19525e-05 1.27749e-35 Variance: 1.54617e-06 Variances/cluster: 4.07991e-08 5.86148e-08 6.86544e-08 6.44648e-08 1.26122e-07 0 3.82018e-08 2.74699e-06 2.67973e-31 3.4542e-08 6.04009e-08 6.01776e-08 3.62958e-08 0.156503 8.51064e-08 5.79128e-08 0 4.14162e-08 0 -------------------------------------------------------------- Initialization seed trial #86 of 1000; initialization seed = 493578311 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 500313 Distortion: 0.0452619 Distortions/cluster: 3.96065e-05 2.25069e-05 2.53923e-05 1.58506e-05 1.6941e-05 1.08283e-34 1.44501e-05 1.72543e-05 2.43786e-05 1.14208e-05 0.0446389 1.25424e-05 1.96949e-05 7.87218e-06 3.36824e-05 2.80011e-05 1.27749e-35 0.000300791 3.25482e-05 Variance: 7.6702e-06 Variances/cluster: 3.35609e-07 5.17354e-08 5.64227e-08 3.4757e-08 6.36833e-08 0 3.27638e-08 3.73433e-08 7.18907e-08 6.13969e-08 0.0422886 3.02193e-08 6.41321e-08 3.36379e-08 5.91764e-08 4.17891e-08 0 1.87971e-05 6.08182e-08 -------------------------------------------------------------- Initialization seed trial #87 of 1000; initialization seed = 493578312 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 554773 Distortion: 0.0132843 Distortions/cluster: 1.93323e-05 4.67043e-05 1.09004e-05 1.68373e-05 2.15465e-05 1.22116e-05 0.00872182 2.18534e-05 0.00391362 2.08285e-05 1.58102e-05 2.55291e-05 1.11847e-05 2.63467e-05 2.0997e-05 1.13864e-05 0.000293346 0 7.40006e-05 Variance: 2.25119e-06 Variances/cluster: 3.95308e-08 2.74699e-06 5.47582e-08 7.44783e-08 4.01949e-08 5.10782e-08 0.156503 4.1307e-08 0.00391989 3.54185e-08 6.15136e-08 5.27413e-08 6.11136e-08 6.12513e-08 4.66449e-08 5.47247e-08 7.068e-07 0 1.14012e-07 -------------------------------------------------------------- Initialization seed trial #88 of 1000; initialization seed = 493578313 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 605699 Distortion: 0.00429449 Distortions/cluster: 0.00391362 1.76275e-05 4.07957e-05 9.64317e-35 2.21668e-05 1.62866e-05 0 4.35604e-05 2.14176e-05 1.19074e-05 2.2009e-05 3.74233e-05 2.81616e-05 3.67128e-05 4.81569e-35 1.99114e-05 4.67839e-05 1.61051e-05 2.37044e-35 Variance: 7.27756e-07 Variances/cluster: 0.00391989 3.76621e-08 6.98334e-08 6.86694e-32 7.29116e-08 3.5713e-08 0 2.7222e-06 5.21063e-08 6.13734e-08 4.89047e-08 3.14445e-07 4.17792e-08 5.98708e-08 2.67973e-31 3.45644e-08 8.44208e-08 3.34797e-08 0 -------------------------------------------------------------- Initialization seed trial #89 of 1000; initialization seed = 493578314 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 570746 Distortion: 0.00934872 Distortions/cluster: 2.01039e-05 2.2435e-05 1.704e-05 1.27749e-35 2.81897e-05 1.60606e-05 0 1.8854e-05 3.26327e-05 0.00872182 0.000300791 1.08283e-34 1.6648e-05 3.36824e-05 1.14208e-05 2.51399e-05 1.80553e-05 4.00975e-05 2.57541e-05 Variance: 1.58426e-06 Variances/cluster: 3.46578e-08 5.13341e-08 6.35773e-08 0 4.1883e-08 3.52949e-08 0 6.32482e-08 6.08624e-08 0.156503 1.87971e-05 0 3.4252e-08 5.91764e-08 6.13969e-08 7.24266e-08 3.80876e-08 3.36915e-07 5.64735e-08 -------------------------------------------------------------- Initialization seed trial #90 of 1000; initialization seed = 493578315 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 507847 Distortion: 0.0399366 Distortions/cluster: 1.90475e-05 4.81569e-35 1.32174e-05 4.35604e-05 3.34171e-05 3.07045e-05 5.63808e-05 0.0356196 2.37044e-35 1.64329e-05 1.11791e-05 2.10868e-05 0 2.20376e-05 2.31125e-05 3.28348e-05 0.00391362 8.03927e-05 0 Variance: 6.76776e-06 Variances/cluster: 3.90281e-08 2.67973e-31 2.20239e-07 2.7222e-06 3.15218e-07 4.33642e-08 6.50086e-08 0.035575 0 5.97516e-08 6.10828e-08 4.80294e-08 0 3.6123e-08 5.11297e-08 3.86713e-08 0.00391989 9.47727e-08 0 -------------------------------------------------------------- Initialization seed trial #91 of 1000; initialization seed = 493578316 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 690031 Distortion: 0.000647796 Distortions/cluster: 1.27749e-35 4.08979e-05 1.08283e-34 1.68447e-05 2.02599e-05 2.91437e-05 4.67839e-05 2.34269e-05 0.000300791 2.94707e-05 4.07957e-05 9.64317e-35 2.37044e-35 1.81332e-05 1.60761e-05 0 2.84588e-05 0 3.67128e-05 Variance: 1.09777e-07 Variances/cluster: 0 3.37961e-07 0 3.45149e-08 3.49268e-08 4.22335e-08 8.44208e-08 4.88016e-08 1.87971e-05 6.28322e-08 6.98334e-08 6.86694e-32 0 3.85774e-08 3.51744e-08 0 7.48856e-08 0 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #92 of 1000; initialization seed = 493578317 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 556100 Distortion: 0.0130034 Distortions/cluster: 2.51399e-05 2.00059e-05 1.47358e-05 1.8854e-05 0.00872182 1.66714e-05 1.59184e-05 2.01648e-05 4.35604e-05 1.68908e-05 2.79985e-05 1.80231e-05 4.81569e-35 3.36824e-05 0 3.16649e-05 0.00391362 2.82516e-05 3.6415e-05 Variance: 2.2036e-06 Variances/cluster: 7.24266e-08 4.55673e-08 1.00235e-07 6.32482e-08 0.156503 3.43709e-08 3.49824e-08 3.4763e-08 2.7222e-06 4.43291e-08 7.2907e-08 3.80196e-08 2.67973e-31 5.91764e-08 0 5.92785e-08 0.00391989 4.19127e-08 3.13886e-07 -------------------------------------------------------------- Initialization seed trial #93 of 1000; initialization seed = 493578318 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 501564 Distortion: 0.0450137 Distortions/cluster: 1.53957e-05 2.7983e-05 3.69663e-05 1.27749e-35 1.79464e-05 2.31294e-05 1.8614e-05 4.35604e-05 4.87476e-05 2.96119e-05 4.81569e-35 2.27091e-05 1.76259e-05 1.35769e-05 3.7025e-05 1.05384e-05 1.13485e-05 1.08283e-34 0.0446389 Variance: 7.62815e-06 Variances/cluster: 3.97692e-08 7.34404e-08 4.07531e-08 0 6.66942e-08 4.8689e-08 6.48368e-08 2.7222e-06 4.89882e-08 4.118e-08 2.67973e-31 5.94284e-08 4.49605e-08 9.17287e-08 3.13735e-07 4.87733e-08 5.48063e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #94 of 1000; initialization seed = 493578319 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 496618 Distortion: 0.0489184 Distortions/cluster: 1.41621e-05 2.90326e-05 3.36284e-05 8.16489e-06 2.42644e-05 0.0446389 4.81569e-35 1.40838e-05 2.89099e-05 1.16318e-05 2.19698e-05 4.35604e-05 0.00391362 2.48718e-05 1.24454e-05 3.32281e-05 3.65297e-05 1.46095e-05 1.47787e-05 Variance: 8.28985e-06 Variances/cluster: 3.47079e-08 7.5797e-08 7.37233e-08 3.25257e-08 5.1186e-08 0.0422886 2.67973e-31 3.40158e-08 6.20335e-08 2.99754e-08 4.85901e-08 2.7222e-06 0.00391989 5.82286e-08 3.01315e-08 8.00423e-08 3.17613e-07 3.58044e-08 3.58671e-08 -------------------------------------------------------------- Initialization seed trial #95 of 1000; initialization seed = 493578320 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 605709 Distortion: 0.00430676 Distortions/cluster: 2.19964e-05 2.86463e-05 1.65443e-05 1.16436e-05 2.4515e-05 1.72684e-05 2.61316e-05 2.93148e-05 4.67043e-05 1.07699e-05 2.29193e-05 1.77118e-05 0 4.81569e-35 4.09224e-05 0.00391362 2.37044e-35 7.80506e-05 9.64317e-35 Variance: 7.29836e-07 Variances/cluster: 4.09577e-08 7.5181e-08 6.33682e-08 5.51654e-08 6.22003e-08 6.96089e-08 5.32163e-08 6.15806e-08 2.74699e-06 4.89381e-08 3.68435e-08 4.23591e-08 0 2.67973e-31 4.38573e-08 0.00391989 0 1.12943e-07 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #96 of 1000; initialization seed = 493578321 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 500824 Distortion: 0.0452629 Distortions/cluster: 1.41541e-05 1.11411e-05 2.22907e-05 3.00268e-05 1.93288e-05 1.69648e-05 3.27146e-05 3.26776e-05 1.04492e-05 1.36253e-05 0.000296292 1.08283e-34 0.0446389 1.7479e-05 4.67043e-05 2.93403e-05 2.27887e-05 1.27749e-35 7.99002e-06 Variance: 7.67038e-06 Variances/cluster: 5.44217e-08 5.45956e-08 3.62998e-08 7.58193e-08 3.96044e-08 4.29346e-08 3.86664e-08 4.55715e-08 4.90413e-08 6.1081e-08 2.7688e-06 0 0.0422886 4.20033e-08 2.74699e-06 6.03661e-08 4.84822e-08 0 1.69948e-07 -------------------------------------------------------------- Initialization seed trial #97 of 1000; initialization seed = 493578322 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 501129 Distortion: 0.0450045 Distortions/cluster: 3.26527e-05 2.19582e-05 4.67043e-05 2.27061e-05 1.8786e-05 1.25053e-05 1.92532e-05 0.0446389 3.06463e-05 2.39501e-05 2.20067e-05 1.27749e-35 3.57241e-05 4.81569e-35 1.08283e-34 2.2123e-05 2.12898e-05 1.9419e-05 1.58369e-05 Variance: 7.62659e-06 Variances/cluster: 3.85931e-08 5.80713e-08 2.74699e-06 5.02305e-08 3.88907e-08 6.12955e-08 4.72898e-08 0.0422886 4.30994e-08 6.0157e-08 4.97844e-08 0 2.95206e-07 2.67973e-31 0 3.61445e-08 7.0474e-08 7.41129e-08 5.99691e-08 -------------------------------------------------------------- Initialization seed trial #98 of 1000; initialization seed = 493578323 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 511523 Distortion: 0.0360266 Distortions/cluster: 2.17787e-05 2.42129e-05 2.0046e-05 2.38544e-05 4.81569e-35 0.0356196 1.85975e-05 4.67043e-05 2.37044e-35 2.26299e-05 1.22168e-05 3.99696e-05 2.14756e-05 4.90368e-05 7.05934e-05 3.58899e-05 1.27749e-35 0 1.08283e-34 Variance: 6.10516e-06 Variances/cluster: 5.61256e-08 4.07586e-08 3.46177e-08 7.22805e-08 2.67973e-31 0.035575 3.85008e-08 2.74699e-06 0 4.78392e-08 6.20088e-08 6.86544e-08 4.12956e-08 8.51064e-08 1.24273e-07 6.04009e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #99 of 1000; initialization seed = 493578324 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 711596 Distortion: 0.000399957 Distortions/cluster: 2.22531e-05 1.08283e-34 4.06528e-05 0 2.4224e-05 4.67043e-05 9.64317e-35 1.27749e-35 2.28214e-05 1.9419e-05 3.44908e-05 2.51159e-05 2.29781e-05 3.27799e-05 2.37044e-35 1.90462e-05 1.25053e-05 4.81569e-35 7.69665e-05 Variance: 6.77779e-08 Variances/cluster: 3.62386e-08 0 4.37089e-08 0 5.4309e-08 2.74699e-06 6.86694e-32 0 4.13392e-08 7.41129e-08 6.09179e-08 7.23574e-08 5.02762e-08 6.07967e-08 0 6.34671e-08 6.12955e-08 2.67973e-31 1.15382e-07 -------------------------------------------------------------- Initialization seed trial #100 of 1000; initialization seed = 493578325 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 570812 Distortion: 0.00937746 Distortions/cluster: 7.48914e-05 0.000290639 1.27749e-35 1.93553e-05 1.04816e-05 2.29189e-05 1.85471e-05 1.08283e-34 1.85751e-05 2.38809e-05 1.14431e-05 4.67043e-05 1.54941e-05 0 2.45565e-05 4.09822e-05 0.00872182 2.48941e-05 1.22815e-05 Variance: 1.58913e-06 Variances/cluster: 1.17929e-07 6.85413e-07 0 7.22158e-08 4.87359e-08 3.68429e-08 6.79166e-08 0 6.47015e-08 6.29894e-08 5.49975e-08 2.74699e-06 3.97156e-08 0 4.1973e-08 4.39213e-08 0.156503 5.36463e-08 6.14026e-08 -------------------------------------------------------------- Initialization seed trial #101 of 1000; initialization seed = 493578326 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 554706 Distortion: 0.0132569 Distortions/cluster: 2.79393e-05 1.44798e-05 2.77723e-05 1.48293e-05 2.15801e-05 2.31671e-05 0.00872182 0 0.000300791 2.11957e-05 2.82769e-05 1.42282e-05 1.57018e-05 2.03826e-05 2.3009e-05 1.22734e-05 0.00391362 4.08979e-05 1.49838e-05 Variance: 2.24656e-06 Variances/cluster: 7.46982e-08 5.81331e-08 6.4134e-08 3.4645e-08 4.65047e-08 5.87803e-08 0.156503 0 1.87971e-05 7.11044e-08 4.1826e-08 3.14756e-08 3.59275e-08 4.86301e-08 5.91302e-08 4.61356e-08 0.00391989 3.37961e-07 3.10189e-08 -------------------------------------------------------------- Initialization seed trial #102 of 1000; initialization seed = 493578327 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 72 BIC score: 506915 Distortion: 0.0399047 Distortions/cluster: 4.81569e-35 0.0356196 3.18828e-05 2.37044e-35 3.41625e-05 2.22733e-05 0.00391362 1.10969e-05 4.35604e-05 1.28227e-05 1.82233e-05 3.03715e-05 2.8497e-05 4.77531e-05 3.25161e-05 1.89442e-05 1.40838e-05 1.0589e-05 1.47924e-05 Variance: 6.76237e-06 Variances/cluster: 2.67973e-31 0.035575 3.12543e-07 0 6.05524e-08 3.62715e-08 0.00391989 6.13035e-08 2.7222e-06 2.21023e-07 4.28744e-08 4.28938e-08 4.84484e-08 8.4943e-08 3.85228e-08 3.88961e-08 5.43735e-08 7.78542e-08 4.16652e-08 -------------------------------------------------------------- Initialization seed trial #103 of 1000; initialization seed = 493578328 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 501212 Distortion: 0.0450283 Distortions/cluster: 2.86463e-05 1.46507e-05 1.08283e-34 1.26153e-05 1.74208e-05 4.09224e-05 0.0446389 1.01456e-05 7.80506e-05 4.81569e-35 1.12212e-05 2.19964e-05 2.61316e-05 1.61737e-05 2.29193e-05 1.25026e-05 2.93148e-05 1.27749e-35 4.67043e-05 Variance: 7.63063e-06 Variances/cluster: 7.5181e-08 4.09104e-08 0 5.9208e-08 6.7764e-08 4.38573e-08 0.0422886 4.89966e-08 1.12943e-07 2.67973e-31 5.47198e-08 4.09577e-08 5.32163e-08 4.9144e-08 3.68435e-08 6.86731e-08 6.15806e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #104 of 1000; initialization seed = 493578329 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 689349 Distortion: 0.000654356 Distortions/cluster: 2.57254e-05 4.0572e-05 1.57421e-05 1.27749e-35 1.82503e-05 1.76862e-05 2.97647e-05 0.000307974 9.64317e-35 2.37044e-35 2.41432e-05 1.06737e-05 7.69471e-05 0 2.25997e-05 3.00268e-05 1.08283e-34 2.27597e-05 1.14907e-05 Variance: 1.10889e-07 Variances/cluster: 5.38139e-08 4.3716e-08 4.01454e-08 0 6.78235e-08 6.35996e-08 6.11135e-08 1.71076e-05 6.86694e-32 0 6.2689e-08 4.89464e-08 1.14155e-07 0 3.65058e-08 7.58193e-08 0 4.13774e-08 5.49617e-08 -------------------------------------------------------------- Initialization seed trial #105 of 1000; initialization seed = 493578330 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 500260 Distortion: 0.0452686 Distortions/cluster: 4.67839e-05 2.28185e-05 3.67128e-05 0.000300791 1.15725e-05 1.18515e-05 2.45983e-05 1.27749e-35 1.55503e-05 1.33136e-05 1.22632e-05 4.07957e-05 3.93166e-05 1.63698e-05 8.13003e-06 1.43238e-05 1.44578e-05 1.08283e-34 0.0446389 Variance: 7.67134e-06 Variances/cluster: 8.44208e-08 5.12729e-08 5.98708e-08 1.87971e-05 2.95939e-08 6.20445e-08 5.7068e-08 0 3.62445e-08 3.54994e-08 3.02022e-08 6.98334e-08 3.38897e-07 6.29559e-08 3.27786e-08 3.40203e-08 3.45025e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #106 of 1000; initialization seed = 493578331 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 555928 Distortion: 0.0130236 Distortions/cluster: 1.98976e-05 2.4864e-05 1.01891e-05 1.13309e-05 2.37182e-05 0 6.98347e-05 1.91475e-05 2.25686e-05 1.95527e-05 1.92126e-05 0.00872182 0.00391362 4.67043e-05 2.08308e-05 3.48071e-05 1.29088e-05 4.81569e-35 3.25482e-05 Variance: 2.20701e-06 Variances/cluster: 4.00318e-08 7.22565e-08 6.02856e-08 5.78061e-08 4.054e-08 0 1.23809e-07 3.83683e-08 6.44765e-08 3.43593e-08 6.35975e-08 0.156503 0.00391989 2.74699e-06 6.03736e-08 6.09382e-08 3.62576e-08 2.67973e-31 6.08182e-08 -------------------------------------------------------------- Initialization seed trial #107 of 1000; initialization seed = 493578332 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 496958 Distortion: 0.0489182 Distortions/cluster: 3.52183e-05 1.56942e-05 4.81569e-35 3.28529e-05 4.35604e-05 1.94922e-05 4.67605e-05 2.42048e-05 1.16492e-05 1.34387e-05 1.21206e-05 0.00391362 1.4197e-05 1.44183e-05 1.55641e-05 3.13587e-05 1.22577e-05 0.0446389 2.28681e-05 Variance: 8.28981e-06 Variances/cluster: 6.16586e-08 2.6595e-07 2.67973e-31 3.12848e-07 2.7222e-06 4.09463e-08 8.43786e-08 7.20322e-08 4.42888e-08 3.25363e-08 3.01482e-08 0.00391989 3.42066e-08 3.0287e-08 3.61924e-08 5.23346e-08 3.47211e-08 0.0422886 5.31774e-08 -------------------------------------------------------------- Initialization seed trial #108 of 1000; initialization seed = 493578333 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 501105 Distortion: 0.0450044 Distortions/cluster: 1.19199e-05 0.0446389 3.14916e-05 2.30555e-05 2.31671e-05 2.44385e-05 2.00026e-05 4.67043e-05 3.03272e-05 2.00485e-05 3.57241e-05 1.08283e-34 1.80841e-05 2.33887e-05 1.44798e-05 2.11957e-05 2.14989e-05 4.81569e-35 1.27749e-35 Variance: 7.62658e-06 Variances/cluster: 6.14374e-08 0.0422886 3.78472e-08 4.79283e-08 5.87803e-08 7.25122e-08 4.79523e-08 2.74699e-06 4.30136e-08 5.19343e-08 2.95206e-07 0 3.80681e-08 5.97985e-08 5.81331e-08 7.11044e-08 3.57083e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #109 of 1000; initialization seed = 493578334 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 571936 Distortion: 0.00912108 Distortions/cluster: 1.91765e-05 7.47867e-05 3.41628e-05 0.00872182 1.27749e-35 2.93425e-05 3.33079e-05 1.08283e-34 4.67043e-05 2.50825e-05 1.86834e-05 9.91615e-06 1.08101e-05 2.62273e-05 0 2.86463e-05 4.81569e-35 2.09396e-05 2.1474e-05 Variance: 1.54568e-06 Variances/cluster: 4.00309e-08 1.12961e-07 7.4731e-08 0.156503 0 6.2559e-08 8.00416e-08 0 2.74699e-06 5.2142e-08 3.86786e-08 3.32719e-08 3.05334e-08 6.12585e-08 0 7.5181e-08 2.67973e-31 4.00337e-08 4.74936e-08 -------------------------------------------------------------- Initialization seed trial #110 of 1000; initialization seed = 493578335 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 556330 Distortion: 0.0130019 Distortions/cluster: 3.26578e-05 1.85634e-05 0.00391362 1.18944e-05 3.57241e-05 1.15639e-05 0 2.34855e-05 2.94354e-05 1.24608e-05 3.05913e-05 2.10872e-05 2.54692e-05 2.2123e-05 0.00872182 1.8786e-05 4.81569e-35 4.67043e-05 2.59451e-05 Variance: 2.20334e-06 Variances/cluster: 3.85993e-08 6.37868e-08 0.00391989 5.55635e-08 2.95206e-07 6.18336e-08 0 6.96683e-08 5.75847e-08 5.19036e-08 4.30827e-08 4.9496e-08 5.57267e-08 3.61445e-08 0.156503 3.88907e-08 2.67973e-31 2.74699e-06 5.80241e-08 -------------------------------------------------------------- Initialization seed trial #111 of 1000; initialization seed = 493578336 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 555344 Distortion: 0.0132533 Distortions/cluster: 2.98982e-05 1.47576e-05 8.63994e-06 1.82738e-05 0.000300791 2.8329e-05 1.85893e-05 2.13224e-05 1.49476e-05 0.00391362 1.23871e-05 0 1.61508e-05 0.00872182 1.4604e-05 2.28773e-05 2.96853e-05 3.55643e-05 3.10061e-05 Variance: 2.24594e-06 Variances/cluster: 4.30153e-08 4.76013e-08 5.8373e-08 3.81462e-08 1.87971e-05 5.10264e-08 6.32085e-08 3.56521e-08 3.94363e-08 0.00391989 5.8702e-08 0 4.60094e-08 0.156503 2.56158e-07 6.62902e-08 5.60978e-08 3.35473e-07 3.75344e-08 -------------------------------------------------------------- Initialization seed trial #112 of 1000; initialization seed = 493578337 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 572043 Distortion: 0.00911353 Distortions/cluster: 2.42703e-05 1.27749e-35 2.57455e-05 7.3331e-05 1.44798e-05 2.86463e-05 4.81569e-35 2.94324e-05 2.11957e-05 1.08283e-34 2.0808e-05 0 2.19528e-05 2.31325e-05 4.67043e-05 1.90278e-05 0.00872182 2.23807e-05 2.06002e-05 Variance: 1.5444e-06 Variances/cluster: 6.23709e-08 0 5.26445e-08 1.1529e-07 5.81331e-08 7.5181e-08 2.67973e-31 6.24842e-08 7.11044e-08 0 3.53837e-08 0 4.12611e-08 5.91436e-08 2.74699e-06 3.93915e-08 0.156503 4.06144e-08 4.84553e-08 -------------------------------------------------------------- Initialization seed trial #113 of 1000; initialization seed = 493578338 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 572023 Distortion: 0.00911811 Distortions/cluster: 2.57898e-05 1.9978e-05 2.38544e-05 3.33079e-05 4.67043e-05 2.21357e-05 2.1474e-05 6.99327e-05 0.00872182 1.27749e-35 1.08283e-34 3.41628e-05 1.22168e-05 2.18044e-05 1.83262e-05 4.81569e-35 2.40683e-05 0 2.25394e-05 Variance: 1.54518e-06 Variances/cluster: 6.03777e-08 3.456e-08 7.22805e-08 8.00416e-08 2.74699e-06 4.15267e-08 4.74936e-08 1.23545e-07 0.156503 0 0 7.4731e-08 6.20088e-08 5.60472e-08 3.8497e-08 2.67973e-31 4.07209e-08 0 4.78503e-08 -------------------------------------------------------------- Initialization seed trial #114 of 1000; initialization seed = 493578339 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 606031 Distortion: 0.00430049 Distortions/cluster: 2.30203e-05 4.81569e-35 1.54977e-05 3.55836e-05 1.554e-05 9.64317e-35 2.16631e-05 2.37044e-35 2.90326e-05 4.07957e-05 2.92125e-05 4.67839e-05 3.67128e-05 2.95122e-05 1.68047e-05 4.67043e-05 0 0 0.00391362 Variance: 7.28772e-07 Variances/cluster: 4.86643e-08 2.67973e-31 3.56238e-08 2.96496e-07 3.79912e-08 6.86694e-32 3.59214e-08 0 7.5797e-08 6.98334e-08 6.18859e-08 8.44208e-08 5.98708e-08 3.75919e-08 3.70932e-08 2.74699e-06 0 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #115 of 1000; initialization seed = 493578340 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 505920 Distortion: 0.0401657 Distortions/cluster: 0.000302829 0.00391362 3.05004e-05 2.40201e-05 0.0356196 1.65273e-05 2.32806e-05 2.25077e-05 4.35604e-05 1.55206e-05 2.90326e-05 1.62843e-05 2.37044e-35 2.05094e-05 2.11739e-05 0 1.85706e-05 2.9104e-05 1.90592e-05 Variance: 6.80658e-06 Variances/cluster: 2.6103e-06 0.00391989 4.44573e-08 6.03328e-08 0.035575 3.59257e-08 4.88019e-08 5.93676e-08 2.7222e-06 5.96754e-08 7.5797e-08 3.36423e-08 0 3.51147e-08 7.05577e-08 0 3.90922e-08 6.19185e-08 4.62452e-08 -------------------------------------------------------------- Initialization seed trial #116 of 1000; initialization seed = 493578341 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 570861 Distortion: 0.00936066 Distortions/cluster: 1.3956e-05 0.00872182 1.27749e-35 4.08961e-05 4.67043e-05 2.78104e-05 1.95369e-05 1.82371e-05 8.95274e-06 0.000300762 0 1.37046e-05 1.89349e-05 1.6403e-05 1.72544e-05 2.31671e-05 1.08283e-34 3.79069e-05 3.46146e-05 Variance: 1.58628e-06 Variances/cluster: 7.5825e-08 0.156503 0 7.68663e-08 2.74699e-06 4.83612e-08 3.44526e-08 4.40367e-08 5.11421e-08 2.54854e-06 0 5.73232e-08 5.51861e-08 3.53481e-08 3.49248e-08 5.87803e-08 0 6.10366e-08 4.53624e-08 -------------------------------------------------------------- Initialization seed trial #117 of 1000; initialization seed = 493578342 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 496826 Distortion: 0.0489155 Distortions/cluster: 3.82031e-05 2.0296e-05 1.98062e-05 1.49084e-05 2.43786e-05 2.77624e-05 4.35604e-05 1.74226e-05 1.16881e-05 4.81569e-35 2.13003e-05 3.33687e-05 0.0446389 8.24812e-06 0.00391362 1.49269e-05 2.21248e-05 3.27527e-05 1.21921e-05 Variance: 8.28935e-06 Variances/cluster: 3.15692e-07 4.97405e-08 6.42853e-08 3.34991e-08 7.18907e-08 4.16816e-08 2.7222e-06 3.74644e-08 2.96618e-08 2.67973e-31 7.29408e-08 5.91449e-08 0.0422886 3.28572e-08 0.00391989 3.36163e-08 4.92715e-08 6.07463e-08 6.18836e-08 -------------------------------------------------------------- Initialization seed trial #118 of 1000; initialization seed = 493578343 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 500348 Distortion: 0.0452659 Distortions/cluster: 1.59051e-05 2.86705e-05 1.18632e-05 1.08283e-34 2.40442e-05 2.98108e-05 4.67043e-05 1.85196e-05 3.05004e-05 2.04246e-05 1.9275e-05 1.10712e-05 1.27749e-35 1.67304e-05 2.20024e-05 0.000300632 0.0446389 1.10665e-05 1.97911e-05 Variance: 7.67089e-06 Variances/cluster: 3.49531e-08 6.06093e-08 5.70167e-08 0 5.83406e-08 7.58485e-08 2.74699e-06 3.90671e-08 4.44573e-08 3.49695e-08 4.45006e-08 5.42533e-08 0 3.44216e-08 4.73126e-08 2.56921e-06 0.0422886 4.96097e-08 7.35499e-08 -------------------------------------------------------------- Initialization seed trial #119 of 1000; initialization seed = 493578344 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 500691 Distortion: 0.0452694 Distortions/cluster: 0.000296902 3.50123e-05 1.52939e-05 1.08283e-34 1.70717e-05 0.0446389 1.47146e-05 2.80428e-05 4.67605e-05 4.35604e-05 1.33194e-05 1.27749e-35 1.42691e-05 1.75611e-05 2.90942e-05 1.43777e-05 2.08945e-05 1.45195e-05 9.12399e-06 Variance: 7.67149e-06 Variances/cluster: 2.9687e-06 6.14055e-08 3.66729e-08 0 3.81031e-08 0.0422886 6.48171e-08 3.65109e-08 8.43786e-08 2.7222e-06 4.64052e-08 0 3.57586e-08 5.04582e-08 4.91295e-08 2.28163e-07 3.54104e-08 3.96675e-08 5.92416e-08 -------------------------------------------------------------- Initialization seed trial #120 of 1000; initialization seed = 493578345 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 572351 Distortion: 0.00910288 Distortions/cluster: 1.08283e-34 1.58162e-05 2.00154e-05 4.81569e-35 0 2.09773e-05 3.53035e-05 4.90368e-05 2.88582e-05 1.68847e-05 3.99696e-05 4.67043e-05 2.22377e-05 1.25053e-05 1.27749e-35 1.76066e-05 0.00872182 3.57241e-05 1.9419e-05 Variance: 1.5426e-06 Variances/cluster: 0 3.49112e-08 3.46848e-08 2.67973e-31 0 4.878e-08 5.95142e-08 8.51064e-08 4.20636e-08 3.45261e-08 6.86544e-08 2.74699e-06 5.00807e-08 6.12955e-08 0 3.77788e-08 0.156503 2.95206e-07 7.41129e-08 -------------------------------------------------------------- Initialization seed trial #121 of 1000; initialization seed = 493578346 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 570660 Distortion: 0.00935802 Distortions/cluster: 1.67318e-05 2.86012e-05 1.08283e-34 2.39841e-05 2.94354e-05 1.18944e-05 1.97819e-05 4.67043e-05 3.57241e-05 2.39826e-05 2.88572e-05 0.00872182 0 0.000296957 1.22387e-05 1.82397e-05 1.27749e-35 1.74003e-05 2.56707e-05 Variance: 1.58584e-06 Variances/cluster: 3.66089e-08 7.50627e-08 0 4.81566e-08 5.75847e-08 5.55635e-08 3.44592e-08 2.74699e-06 2.95206e-07 7.09323e-08 4.20011e-08 0.156503 0 6.76384e-07 5.16234e-08 3.8558e-08 0 3.45214e-08 5.71548e-08 -------------------------------------------------------------- Initialization seed trial #122 of 1000; initialization seed = 493578347 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 68 BIC score: 496768 Distortion: 0.0489124 Distortions/cluster: 0.0446389 1.45609e-05 0.00391362 1.8854e-05 2.47067e-05 3.26327e-05 1.45509e-05 2.51399e-05 1.52821e-05 3.57241e-05 1.47148e-05 1.86193e-05 4.67043e-05 1.54008e-05 4.81569e-35 3.36824e-05 1.13353e-05 1.67213e-05 2.11828e-05 Variance: 8.28882e-06 Variances/cluster: 0.0422886 3.5861e-08 0.00391989 6.32482e-08 5.70546e-08 6.08624e-08 3.4074e-08 7.24266e-08 3.62103e-08 2.95206e-07 3.68756e-08 3.3424e-08 2.74699e-06 3.2284e-08 2.67973e-31 5.91764e-08 6.12668e-08 6.35744e-08 4.80292e-08 -------------------------------------------------------------- Initialization seed trial #123 of 1000; initialization seed = 493578348 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 500601 Distortion: 0.0452654 Distortions/cluster: 3.28881e-05 2.22379e-05 0.000299263 1.08283e-34 1.88443e-05 1.25053e-05 4.67043e-05 2.23152e-05 3.2731e-05 1.95687e-05 1.14431e-05 0.0446389 1.84413e-05 2.1935e-05 1.85751e-05 1.04816e-05 1.53372e-05 1.27749e-35 2.32348e-05 Variance: 7.67081e-06 Variances/cluster: 3.86885e-08 4.93039e-08 2.62482e-06 0 3.92552e-08 6.12955e-08 2.74699e-06 5.07117e-08 4.5519e-08 7.41185e-08 5.49975e-08 0.0422886 6.80277e-08 3.59548e-08 6.47015e-08 4.87359e-08 3.97207e-08 0 6.06452e-08 -------------------------------------------------------------- Initialization seed trial #124 of 1000; initialization seed = 493578349 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 496332 Distortion: 0.0491648 Distortions/cluster: 1.44183e-05 1.55641e-05 1.4197e-05 1.21206e-05 2.43511e-05 3.55643e-05 2.1072e-05 1.22577e-05 1.16492e-05 1.34387e-05 3.17164e-05 0.000300791 3.02772e-05 9.85554e-06 1.92183e-05 0.00391362 0.0446389 2.29731e-05 2.28026e-05 Variance: 8.33161e-06 Variances/cluster: 3.0287e-08 3.61924e-08 3.42066e-08 3.01482e-08 7.2039e-08 3.35473e-07 4.4265e-08 3.47211e-08 4.42888e-08 3.25363e-08 5.66179e-08 1.87971e-05 5.66807e-08 2.18977e-07 6.38278e-08 0.00391989 0.0422886 6.73488e-08 5.31485e-08 -------------------------------------------------------------- Initialization seed trial #125 of 1000; initialization seed = 493578350 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 603196 Distortion: 0.00456554 Distortions/cluster: 1.50169e-05 1.23871e-05 0 3.6115e-05 1.68398e-05 8.03927e-05 1.32174e-05 2.77049e-05 2.37044e-35 1.55518e-05 1.59356e-05 0.000300791 5.68468e-05 8.63994e-06 1.94668e-05 1.54981e-05 9.64317e-35 1.75132e-05 0.00391362 Variance: 7.73689e-07 Variances/cluster: 4.95567e-08 5.8702e-08 0 3.37485e-07 4.86655e-08 9.47727e-08 2.20239e-07 4.14088e-08 0 3.29458e-08 3.53308e-08 1.87971e-05 6.54704e-08 5.8373e-08 3.42685e-08 4.21109e-08 6.86694e-32 3.76591e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #126 of 1000; initialization seed = 493578351 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 711279 Distortion: 0.000399907 Distortions/cluster: 1.92126e-05 2.00896e-05 0 7.56468e-05 2.56419e-05 3.27902e-05 2.94324e-05 4.67043e-05 2.06235e-05 1.27749e-35 2.08999e-05 2.4864e-05 1.08283e-34 9.64317e-35 2.07909e-05 4.81569e-35 2.37044e-35 2.86463e-05 3.45646e-05 Variance: 6.77694e-08 Variances/cluster: 6.35975e-08 3.98568e-08 0 1.12559e-07 5.26481e-08 6.08158e-08 6.24842e-08 2.74699e-06 4.0514e-08 0 4.01111e-08 7.22565e-08 0 6.86694e-32 3.54147e-08 2.67973e-31 0 7.5181e-08 6.09405e-08 -------------------------------------------------------------- Initialization seed trial #127 of 1000; initialization seed = 493578352 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 554819 Distortion: 0.0132646 Distortions/cluster: 1.59696e-05 0 0.00872182 1.99777e-05 0.000287224 3.57241e-05 2.6041e-05 1.58649e-05 1.22369e-05 1.78151e-05 2.94354e-05 0.00391362 2.20015e-05 2.00931e-05 4.67043e-05 2.35962e-05 1.64961e-05 1.19125e-05 2.80572e-05 Variance: 2.24785e-06 Variances/cluster: 3.50948e-08 0 0.156503 3.45594e-08 1.15807e-06 2.95206e-07 5.81085e-08 6.5824e-08 5.1616e-08 3.78203e-08 5.75847e-08 0.00391989 4.84575e-08 4.88839e-08 2.74699e-06 6.95835e-08 3.42214e-08 5.56482e-08 4.17481e-08 -------------------------------------------------------------- Initialization seed trial #128 of 1000; initialization seed = 493578353 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 87 BIC score: 689694 Distortion: 0.00064774 Distortions/cluster: 4.07957e-05 4.67839e-05 1.21027e-05 1.80094e-05 2.216e-05 0 0.000299789 2.99086e-05 9.64317e-35 1.98883e-05 2.19715e-05 3.67128e-05 1.27749e-35 4.67043e-05 2.37044e-35 1.08283e-34 1.64397e-05 1.60052e-05 2.04682e-05 Variance: 1.09768e-07 Variances/cluster: 6.98334e-08 8.44208e-08 6.17435e-08 3.80711e-08 4.91312e-08 0 2.60657e-06 4.43051e-08 6.86694e-32 3.45244e-08 7.27478e-08 5.98708e-08 0 2.74699e-06 0 0 3.41751e-08 3.50961e-08 5.01626e-08 -------------------------------------------------------------- Initialization seed trial #129 of 1000; initialization seed = 493578354 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 572177 Distortion: 0.00910244 Distortions/cluster: 1.39593e-05 3.57241e-05 4.81569e-35 2.84994e-05 4.67043e-05 3.62982e-05 4.04474e-05 1.56378e-05 1.57241e-05 1.27749e-35 1.08283e-34 1.44367e-05 0.00872182 2.79839e-05 1.50093e-05 1.93563e-05 4.75489e-05 0 2.32928e-05 Variance: 1.54253e-06 Variances/cluster: 3.12262e-08 2.95206e-07 2.67973e-31 6.36095e-08 2.74699e-06 5.97798e-08 6.93558e-08 3.82305e-08 3.63951e-08 0 0 3.42072e-08 0.156503 7.46177e-08 3.53129e-08 3.41945e-08 8.47307e-08 0 4.78248e-08 -------------------------------------------------------------- Initialization seed trial #130 of 1000; initialization seed = 493578355 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 501197 Distortion: 0.0450073 Distortions/cluster: 2.43786e-05 3.57241e-05 1.83679e-05 3.27527e-05 3.33687e-05 3.12271e-05 1.49187e-05 2.96398e-05 1.79211e-05 1.27749e-35 1.34797e-05 1.08283e-34 4.67043e-05 1.98062e-05 2.13826e-05 9.19694e-06 1.94692e-05 0.0446389 4.81569e-35 Variance: 7.62706e-06 Variances/cluster: 7.18907e-08 2.95206e-07 3.81832e-08 6.07463e-08 5.91449e-08 3.76651e-08 6.63004e-08 4.27666e-08 4.81709e-08 0 4.63183e-08 0 2.74699e-06 6.42853e-08 3.5693e-08 5.933e-08 5.31896e-08 0.0422886 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #131 of 1000; initialization seed = 493578356 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 689705 Distortion: 0.00064773 Distortions/cluster: 4.67043e-05 1.15146e-05 1.59696e-05 4.07957e-05 3.02012e-05 1.64961e-05 2.54964e-05 0 1.27749e-35 1.08283e-34 0.000300632 9.64317e-35 2.37044e-35 1.81914e-05 4.67839e-05 3.67128e-05 1.87523e-05 1.95019e-05 1.99777e-05 Variance: 1.09766e-07 Variances/cluster: 2.74699e-06 6.15701e-08 3.50948e-08 6.98334e-08 4.44097e-08 3.42214e-08 5.60315e-08 0 0 0 2.56921e-06 6.86694e-32 0 3.86191e-08 8.44208e-08 5.98708e-08 6.39961e-08 4.69882e-08 3.45594e-08 -------------------------------------------------------------- Initialization seed trial #132 of 1000; initialization seed = 493578357 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 572915 Distortion: 0.00912745 Distortions/cluster: 1.27688e-05 2.34192e-05 4.81569e-35 7.91654e-06 2.82998e-05 9.39775e-05 9.45125e-06 1.08283e-34 4.46625e-05 9.76178e-06 1.5909e-05 1.27749e-35 2.93011e-05 0 4.42027e-05 2.39058e-05 0.00872182 1.53461e-05 4.67043e-05 Variance: 1.54676e-06 Variances/cluster: 7.50878e-08 6.5213e-08 2.67973e-31 4.91552e-08 5.3492e-08 1.00825e-07 5.19133e-08 0 4.95095e-08 5.19077e-08 5.01701e-08 0 6.58399e-08 0 4.45552e-08 7.22171e-08 0.156503 4.09097e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #133 of 1000; initialization seed = 493578358 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 603177 Distortion: 0.00455263 Distortions/cluster: 2.95304e-05 4.71289e-05 2.94354e-05 4.03784e-05 1.67907e-05 2.37044e-35 2.26902e-05 0.000300791 1.2071e-05 2.56707e-05 1.74156e-05 9.64317e-35 0.00391362 0 1.22387e-05 2.38074e-05 0 4.08979e-05 2.01649e-05 Variance: 7.71502e-07 Variances/cluster: 4.23035e-08 8.00087e-08 5.75847e-08 6.08972e-08 3.39176e-08 0 3.71928e-08 1.87971e-05 5.58665e-08 5.71548e-08 3.73692e-08 6.86694e-32 0.00391989 0 5.16234e-08 7.08331e-08 0 3.37961e-07 4.08157e-08 -------------------------------------------------------------- Initialization seed trial #134 of 1000; initialization seed = 493578359 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 510410 Distortion: 0.0362461 Distortions/cluster: 3.93166e-05 1.85832e-05 2.79839e-05 0.000300791 3.33687e-05 1.08283e-34 1.96949e-05 1.27749e-35 1.49271e-05 2.37044e-35 1.70089e-05 1.51887e-05 0.0356196 2.84457e-05 1.49412e-05 2.50711e-05 2.43786e-05 1.39595e-05 3.28638e-05 Variance: 6.14236e-06 Variances/cluster: 3.38897e-07 3.34794e-08 7.46177e-08 1.87971e-05 5.91449e-08 0 6.41321e-08 0 3.46307e-08 0 3.25189e-08 3.61604e-08 0.035575 6.36318e-08 3.70713e-08 5.11608e-08 7.18907e-08 3.73216e-08 6.08393e-08 -------------------------------------------------------------- Initialization seed trial #135 of 1000; initialization seed = 493578360 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 605946 Distortion: 0.0042872 Distortions/cluster: 2.46633e-05 2.22198e-05 3.36824e-05 2.12231e-05 2.46792e-05 4.81569e-35 3.25482e-05 1.94117e-05 3.26884e-05 0 0.00391362 9.64317e-35 1.94559e-05 4.67043e-05 1.15146e-05 2.37044e-35 3.57241e-05 1.86152e-05 3.04461e-05 Variance: 7.26521e-07 Variances/cluster: 7.20923e-08 3.62434e-08 5.91764e-08 4.96983e-08 5.4355e-08 2.67973e-31 6.08182e-08 6.38337e-08 3.86354e-08 0 0.00391989 6.86694e-32 6.59472e-08 2.74699e-06 6.15701e-08 0 2.95206e-07 3.84574e-08 4.31211e-08 -------------------------------------------------------------- Initialization seed trial #136 of 1000; initialization seed = 493578361 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 570702 Distortion: 0.00934852 Distortions/cluster: 2.45033e-05 2.91437e-05 2.37027e-05 2.83743e-05 1.21093e-05 1.30358e-05 0.00872182 1.62628e-05 1.6707e-05 0.000300791 1.76059e-05 2.95309e-05 2.59874e-05 2.84588e-05 0 1.27749e-35 4.00975e-05 1.08283e-34 2.03908e-05 Variance: 1.58423e-06 Variances/cluster: 5.07269e-08 4.22335e-08 7.09439e-08 5.7303e-08 5.55294e-08 5.27595e-08 0.156503 3.54277e-08 3.43735e-08 1.87971e-05 3.77772e-08 6.28266e-08 5.70968e-08 7.48856e-08 0 0 3.36915e-07 0 3.50316e-08 -------------------------------------------------------------- Initialization seed trial #137 of 1000; initialization seed = 493578362 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 570519 Distortion: 0.00936512 Distortions/cluster: 1.36058e-05 8.77476e-06 2.86463e-05 1.68381e-05 1.19565e-05 1.40739e-05 4.07957e-05 1.08283e-34 1.25382e-05 1.4413e-05 2.85608e-05 0 0.000300151 2.27463e-05 0.00872182 1.27749e-35 4.67839e-05 3.67128e-05 4.67043e-05 Variance: 1.58704e-06 Variances/cluster: 3.37583e-08 3.41391e-08 7.5181e-08 4.05703e-08 3.0038e-08 3.40742e-08 6.98334e-08 0 3.02829e-08 3.54966e-08 6.29041e-08 0 2.58722e-06 4.78827e-08 0.156503 0 8.44208e-08 5.98708e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #138 of 1000; initialization seed = 493578363 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 605383 Distortion: 0.00430639 Distortions/cluster: 2.50327e-05 2.37044e-35 1.27517e-05 4.67043e-05 2.3905e-05 2.98939e-05 0.00391362 2.06086e-05 2.92997e-05 0 1.90684e-05 9.64317e-35 4.81569e-35 2.94601e-05 2.23169e-05 2.6026e-05 1.21482e-05 7.36658e-05 2.18913e-05 Variance: 7.29774e-07 Variances/cluster: 5.30307e-08 0 5.22441e-08 2.74699e-06 7.09127e-08 7.58668e-08 0.00391989 3.51643e-08 6.10362e-08 0 3.9394e-08 6.86694e-32 2.67973e-31 5.92563e-08 4.05723e-08 5.70561e-08 5.59643e-08 1.15999e-07 4.12229e-08 -------------------------------------------------------------- Initialization seed trial #139 of 1000; initialization seed = 493578364 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 500862 Distortion: 0.0450267 Distortions/cluster: 1.27749e-35 1.08283e-34 4.81569e-35 1.78482e-05 9.12399e-06 1.99331e-05 3.27799e-05 2.51848e-05 4.67043e-05 1.89788e-05 7.07029e-05 1.97799e-05 2.06642e-05 1.94231e-05 1.50597e-05 3.44908e-05 1.32763e-05 0.0446389 2.3858e-05 Variance: 7.63036e-06 Variances/cluster: 0 0 2.67973e-31 4.81042e-08 5.92416e-08 3.45421e-08 6.07967e-08 7.23474e-08 2.74699e-06 6.34539e-08 1.22524e-07 4.02814e-08 5.72362e-08 3.89206e-08 6.63372e-08 6.09179e-08 4.64167e-08 0.0422886 4.06402e-08 -------------------------------------------------------------- Initialization seed trial #140 of 1000; initialization seed = 493578365 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 554695 Distortion: 0.0132759 Distortions/cluster: 0.00872182 1.31258e-05 9.32424e-06 3.53035e-05 0 4.90368e-05 1.05821e-05 3.99696e-05 0.00391362 0.000302829 1.64822e-05 4.35604e-05 2.90326e-05 8.19836e-06 2.88502e-05 2.29519e-05 7.91338e-06 1.46366e-05 8.70213e-06 Variance: 2.24978e-06 Variances/cluster: 0.156503 3.49055e-08 3.02709e-08 5.95142e-08 0 8.51064e-08 2.90682e-08 6.86544e-08 0.00391989 2.6103e-06 3.87783e-08 2.7222e-06 7.5797e-08 3.56419e-08 6.20384e-08 4.88294e-08 3.22958e-08 3.53511e-08 2.58969e-08 -------------------------------------------------------------- Initialization seed trial #141 of 1000; initialization seed = 493578366 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 688333 Distortion: 0.000679677 Distortions/cluster: 4.10455e-05 2.33822e-05 3.15785e-05 9.64317e-35 0 7.50724e-05 3.34833e-05 2.30492e-05 1.27749e-35 1.08283e-34 2.87715e-05 0.000298073 2.37044e-35 0 2.67265e-05 2.46877e-05 4.67043e-05 0 2.71031e-05 Variance: 1.1518e-07 Variances/cluster: 4.3942e-08 5.01603e-08 7.97183e-08 6.86694e-32 0 1.17842e-07 7.37285e-08 3.69336e-08 0 0 7.51155e-08 6.49343e-07 0 0 6.11389e-08 4.20535e-08 2.74699e-06 0 5.3243e-08 -------------------------------------------------------------- Initialization seed trial #142 of 1000; initialization seed = 493578367 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 497147 Distortion: 0.0489096 Distortions/cluster: 1.81205e-05 3.29828e-05 1.64356e-05 4.81569e-35 4.35604e-05 3.17164e-05 2.06026e-05 1.97921e-05 0.00391362 1.46496e-05 0.0446389 2.3447e-05 3.0277e-05 2.0395e-05 9.85554e-06 1.13353e-05 1.63126e-05 2.88249e-05 1.87447e-05 Variance: 8.28836e-06 Variances/cluster: 3.84686e-08 3.11122e-07 3.58824e-08 2.67973e-31 2.7222e-06 5.66179e-08 4.61899e-08 4.70083e-08 0.00391989 5.59102e-08 0.0422886 6.77447e-08 5.66802e-08 3.5039e-08 2.18977e-07 6.12668e-08 3.36313e-08 4.20765e-08 6.33065e-08 -------------------------------------------------------------- Initialization seed trial #143 of 1000; initialization seed = 493578368 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 570896 Distortion: 0.00935193 Distortions/cluster: 4.35604e-05 2.37399e-05 2.76979e-05 3.06329e-05 1.61511e-05 2.96853e-05 2.05114e-05 1.87447e-05 0 2.27217e-05 1.68447e-05 2.8329e-05 1.54734e-05 0.00872182 2.04028e-05 1.82098e-05 1.27749e-35 1.08283e-34 0.000297402 Variance: 1.5848e-06 Variances/cluster: 2.7222e-06 5.1943e-08 7.28833e-08 4.45854e-08 3.52613e-08 5.60978e-08 4.30872e-08 6.33065e-08 0 6.62233e-08 3.45149e-08 5.10264e-08 2.66728e-07 0.156503 3.49921e-08 3.84947e-08 0 0 2.94423e-06 -------------------------------------------------------------- Initialization seed trial #144 of 1000; initialization seed = 493578369 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 689617 Distortion: 0.000656811 Distortions/cluster: 1.60884e-05 8.03927e-05 1.12227e-05 2.28711e-05 1.63245e-05 1.32174e-05 0.000300791 2.78584e-05 1.27749e-35 5.68468e-05 1.66199e-05 2.01039e-05 1.82145e-05 1.08283e-34 0 9.64317e-35 2.01447e-05 2.37044e-35 3.6115e-05 Variance: 1.11305e-07 Variances/cluster: 3.52012e-08 9.47727e-08 6.13211e-08 5.11616e-08 5.95738e-08 2.20239e-07 1.87971e-05 4.13908e-08 0 6.54704e-08 3.43357e-08 3.46578e-08 3.83427e-08 0 0 6.86694e-32 4.69531e-08 0 3.37485e-07 -------------------------------------------------------------- Initialization seed trial #145 of 1000; initialization seed = 493578370 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 570675 Distortion: 0.00936789 Distortions/cluster: 8.07147e-06 2.21682e-05 4.35604e-05 0 2.13226e-05 3.99696e-05 3.53035e-05 0.00872182 2.87177e-05 0.000286405 1.54704e-05 1.20075e-05 1.54316e-05 1.27749e-35 4.90368e-05 1.68541e-05 1.49411e-05 3.68069e-05 1.08283e-34 Variance: 1.58751e-06 Variances/cluster: 3.33493e-08 5.17901e-08 2.7222e-06 0 4.87891e-08 6.86544e-08 5.95142e-08 0.156503 4.20427e-08 1.21865e-06 6.52705e-08 2.97918e-08 3.37642e-08 0 8.51064e-08 3.71201e-08 3.3954e-08 3.14553e-07 0 -------------------------------------------------------------- Initialization seed trial #146 of 1000; initialization seed = 493578371 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 570971 Distortion: 0.00934847 Distortions/cluster: 1.85751e-05 1.97462e-05 0.000300791 1.52328e-05 2.5213e-05 2.23668e-05 1.03559e-05 1.08283e-34 1.85389e-05 3.15515e-05 3.31983e-05 3.89873e-05 2.86463e-05 2.228e-05 1.15687e-05 0 1.27749e-35 2.95988e-05 0.00872182 Variance: 1.58422e-06 Variances/cluster: 6.47015e-08 4.07099e-08 1.87971e-05 3.96559e-08 5.17675e-08 3.63646e-08 4.86037e-08 0 6.78868e-08 4.35155e-08 3.88704e-08 3.38981e-07 7.5181e-08 5.84584e-08 5.50715e-08 0 0 6.24396e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #147 of 1000; initialization seed = 493578372 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 556047 Distortion: 0.0130002 Distortions/cluster: 4.67043e-05 2.86463e-05 0 0.00872182 2.03826e-05 1.62627e-05 2.96511e-05 2.28321e-05 4.81569e-35 2.92943e-05 1.51775e-05 3.57241e-05 2.31671e-05 2.3009e-05 2.11957e-05 1.44798e-05 0.00391362 1.68047e-05 2.14689e-05 Variance: 2.20306e-06 Variances/cluster: 2.74699e-06 7.5181e-08 0 0.156503 4.86301e-08 3.9278e-08 3.76251e-08 4.80633e-08 2.67973e-31 6.25895e-08 3.5049e-08 2.95206e-07 5.87803e-08 5.91302e-08 7.11044e-08 5.81331e-08 0.00391989 3.70932e-08 3.57773e-08 -------------------------------------------------------------- Initialization seed trial #148 of 1000; initialization seed = 493578373 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 506513 Distortion: 0.0399 Distortions/cluster: 1.8614e-05 4.67043e-05 1.05384e-05 1.79464e-05 0.00391362 1.53957e-05 3.06015e-05 3.57241e-05 2.34951e-05 3.29464e-05 2.27091e-05 2.95971e-05 4.81569e-35 2.98939e-05 2.23296e-05 0.0356196 1.89607e-05 2.37044e-35 1.13485e-05 Variance: 6.76156e-06 Variances/cluster: 6.48368e-08 2.74699e-06 4.87733e-08 6.66942e-08 0.00391989 3.97692e-08 4.3097e-08 2.95206e-07 4.9668e-08 3.87571e-08 5.94284e-08 6.102e-08 2.67973e-31 7.58668e-08 3.63633e-08 0.035575 3.89299e-08 0 5.48063e-08 -------------------------------------------------------------- Initialization seed trial #149 of 1000; initialization seed = 493578374 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 500470 Distortion: 0.045277 Distortions/cluster: 1.73573e-05 1.43007e-05 3.00445e-05 1.37322e-05 1.08283e-34 1.56965e-05 3.53674e-05 1.05716e-05 4.90368e-05 4.67043e-05 0.000298558 1.27749e-35 3.9511e-05 1.06073e-05 1.4467e-05 1.33986e-05 1.41609e-05 1.45813e-05 0.0446389 Variance: 7.67277e-06 Variances/cluster: 4.30663e-08 4.21814e-08 4.43096e-08 5.40596e-08 0 3.59976e-08 5.95215e-08 6.11027e-08 8.51064e-08 2.74699e-06 2.66539e-06 0 6.81007e-08 4.41924e-08 3.38776e-08 9.23963e-08 3.1748e-08 3.04377e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #150 of 1000; initialization seed = 493578375 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 66 BIC score: 500957 Distortion: 0.045016 Distortions/cluster: 1.41063e-05 1.98223e-05 2.78829e-05 1.57915e-05 1.08283e-34 2.21248e-05 3.57241e-05 1.13422e-05 1.21921e-05 4.07957e-05 4.67839e-05 1.76131e-05 3.67128e-05 0.0446389 4.81569e-35 8.2218e-06 4.67043e-05 2.13003e-05 1.27749e-35 Variance: 7.62854e-06 Variances/cluster: 3.25002e-08 4.86989e-08 4.17373e-08 3.45517e-08 0 4.92715e-08 2.95206e-07 2.93806e-08 6.18836e-08 6.98334e-08 8.44208e-08 3.75509e-08 5.98708e-08 0.0422886 2.67973e-31 3.27524e-08 2.74699e-06 7.29408e-08 0 -------------------------------------------------------------- Initialization seed trial #151 of 1000; initialization seed = 493578376 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 570510 Distortion: 0.00936904 Distortions/cluster: 1.22684e-05 0.00872182 2.46325e-05 2.8957e-05 1.78118e-05 1.80485e-05 2.11688e-05 0.000304149 1.8579e-05 2.28918e-05 2.31979e-05 1.13793e-05 1.08283e-34 1.57386e-05 1.27749e-35 7.35495e-05 2.98108e-05 0 2.50327e-05 Variance: 1.5877e-06 Variances/cluster: 5.54955e-08 0.156503 4.14649e-08 6.03221e-08 6.35938e-08 7.04797e-08 3.55139e-08 1.78889e-05 3.9028e-08 4.23101e-08 6.18408e-08 5.01129e-08 0 4.00344e-08 0 1.27017e-07 7.58485e-08 0 5.30307e-08 -------------------------------------------------------------- Initialization seed trial #152 of 1000; initialization seed = 493578377 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 500310 Distortion: 0.0452641 Distortions/cluster: 1.08283e-34 8.99219e-06 0.0446389 2.80359e-05 0.000300791 3.9446e-05 1.34989e-05 3.38937e-05 3.20268e-05 2.52451e-05 1.56041e-05 1.60011e-05 1.9308e-05 1.27749e-35 1.94145e-05 1.44678e-05 2.2521e-05 1.73002e-05 1.868e-05 Variance: 7.67059e-06 Variances/cluster: 0 5.91541e-08 0.0422886 4.19035e-08 1.87971e-05 3.37107e-07 4.62255e-08 7.34989e-08 7.98418e-08 5.81492e-08 3.29867e-08 3.53975e-08 5.23208e-08 0 3.42368e-08 6.373e-08 4.95897e-08 3.73619e-08 5.30632e-08 -------------------------------------------------------------- Initialization seed trial #153 of 1000; initialization seed = 493578378 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 556658 Distortion: 0.0130071 Distortions/cluster: 0.00391362 1.11217e-05 2.15361e-05 1.01868e-05 1.49806e-05 2.99582e-05 1.12682e-05 0 0.00872182 3.15345e-05 4.35604e-05 3.40226e-05 1.77348e-05 1.8941e-05 2.82615e-05 1.77704e-05 4.81569e-35 4.77531e-05 3.30274e-05 Variance: 2.20422e-06 Variances/cluster: 0.00391989 6.14404e-08 3.57108e-08 7.95779e-08 3.90086e-08 4.30397e-08 2.12547e-07 0 0.156503 3.78987e-08 2.7222e-06 6.05191e-08 5.66562e-08 3.88894e-08 4.79665e-08 4.59141e-08 2.67973e-31 8.4943e-08 3.11546e-07 -------------------------------------------------------------- Initialization seed trial #154 of 1000; initialization seed = 493578379 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 500219 Distortion: 0.0452653 Distortions/cluster: 1.74783e-05 2.80234e-05 3.3134e-05 0.000300791 1.27749e-35 1.56862e-05 3.30761e-05 2.19337e-05 1.08283e-34 2.13156e-05 8.36394e-06 1.41453e-05 0.0446389 1.1529e-05 3.93166e-05 1.19074e-05 2.21668e-05 2.5054e-05 2.24274e-05 Variance: 7.67078e-06 Variances/cluster: 3.75842e-08 4.19476e-08 7.31204e-08 1.87971e-05 0 3.45481e-08 8.0062e-08 4.8955e-08 0 5.26263e-08 3.29251e-08 3.2515e-08 0.0422886 2.95582e-08 3.38897e-07 6.13734e-08 7.29116e-08 5.82459e-08 4.93837e-08 -------------------------------------------------------------- Initialization seed trial #155 of 1000; initialization seed = 493578380 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 511110 Distortion: 0.0362823 Distortions/cluster: 1.08283e-34 2.57806e-05 2.49934e-05 7.8237e-05 1.27749e-35 4.67043e-05 0.000293364 1.16404e-05 1.91944e-05 3.80343e-05 2.19517e-05 0.0356196 1.08941e-05 2.96641e-05 2.37044e-35 2.23127e-05 2.30833e-05 1.69003e-05 0 Variance: 6.1485e-06 Variances/cluster: 0 4.12441e-08 5.35143e-08 1.13541e-07 0 2.74699e-06 6.82186e-07 6.15842e-08 6.439e-08 4.09375e-08 4.09507e-08 0.035575 5.52826e-08 6.07671e-08 0 4.89156e-08 7.37255e-08 6.32921e-08 0 -------------------------------------------------------------- Initialization seed trial #156 of 1000; initialization seed = 493578381 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 556392 Distortion: 0.0130281 Distortions/cluster: 8.03927e-05 1.56942e-05 3.45925e-05 1.55641e-05 1.44604e-05 2.43511e-05 1.4197e-05 2.27214e-05 1.35224e-05 4.35604e-05 1.94922e-05 1.21206e-05 0.00391362 0 0.00872182 1.14702e-05 1.23123e-05 4.81569e-35 5.81888e-05 Variance: 2.20778e-06 Variances/cluster: 9.47727e-08 2.6595e-07 3.17323e-07 3.61924e-08 3.03119e-08 7.2039e-08 3.42066e-08 5.30832e-08 3.26599e-08 2.7222e-06 4.09463e-08 3.01482e-08 0.00391989 0 0.156503 4.41115e-08 3.47771e-08 2.67973e-31 6.66322e-08 -------------------------------------------------------------- Initialization seed trial #157 of 1000; initialization seed = 493578382 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 570634 Distortion: 0.00935162 Distortions/cluster: 2.46001e-05 3.27527e-05 2.89579e-05 1.18696e-05 1.98062e-05 3.33687e-05 2.90326e-05 2.83317e-05 3.96065e-05 0.000300791 0.00872182 1.59373e-05 8.32674e-06 1.08283e-34 0 2.43786e-05 1.27749e-35 1.77513e-05 1.42902e-05 Variance: 1.58475e-06 Variances/cluster: 5.13527e-08 6.07463e-08 6.20033e-08 3.01991e-08 6.42853e-08 5.91449e-08 7.5797e-08 4.18452e-08 3.35609e-07 1.87971e-05 0.156503 3.47946e-08 3.30388e-08 0 0 7.18907e-08 0 3.78456e-08 3.26232e-08 -------------------------------------------------------------- Initialization seed trial #158 of 1000; initialization seed = 493578383 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 505522 Distortion: 0.0401528 Distortions/cluster: 2.16946e-05 3.93166e-05 1.94952e-05 0.000300791 1.51569e-05 2.36116e-05 0.0356196 1.47121e-05 0.00391362 1.24797e-05 1.51199e-05 1.94991e-05 2.37044e-35 2.16136e-05 2.11147e-05 3.36824e-05 3.35214e-05 1.36774e-05 1.41621e-05 Variance: 6.80441e-06 Variances/cluster: 4.90787e-08 3.38897e-07 6.41085e-08 1.87971e-05 3.62568e-08 6.96288e-08 0.035575 3.59679e-08 0.00391989 6.17757e-08 3.54065e-08 3.42651e-08 0 5.23285e-08 7.33093e-08 5.91764e-08 6.22874e-08 3.10119e-08 3.47079e-08 -------------------------------------------------------------- Initialization seed trial #159 of 1000; initialization seed = 493578384 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 511310 Distortion: 0.0360006 Distortions/cluster: 1.75126e-05 1.13443e-05 0.0356196 1.80553e-05 4.81569e-35 1.08283e-34 1.27749e-35 3.57241e-05 4.74532e-05 1.66812e-05 2.00977e-05 4.02654e-05 2.53576e-05 3.65748e-05 1.59823e-05 2.12279e-05 2.80572e-05 4.67043e-05 2.37044e-35 Variance: 6.10076e-06 Variances/cluster: 6.39098e-08 6.13155e-08 0.035575 3.80876e-08 2.67973e-31 0 0 2.95206e-07 8.47111e-08 3.43912e-08 3.4707e-08 6.94009e-08 5.62207e-08 5.98409e-08 3.50457e-08 4.87953e-08 4.17481e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #160 of 1000; initialization seed = 493578385 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 572425 Distortion: 0.0091018 Distortions/cluster: 1.27749e-35 0 1.55969e-05 2.93392e-05 4.81569e-35 4.67043e-05 4.74532e-05 2.49807e-05 1.67213e-05 2.14343e-05 4.02654e-05 1.51775e-05 1.68047e-05 3.57241e-05 1.13353e-05 1.08283e-34 0.00872182 2.18651e-05 3.65748e-05 Variance: 1.54242e-06 Variances/cluster: 0 0 3.8224e-08 3.75149e-08 2.67973e-31 2.74699e-06 8.47111e-08 5.68989e-08 6.35744e-08 3.57197e-08 6.94009e-08 3.5049e-08 3.70932e-08 2.95206e-07 6.12668e-08 0 0.156503 4.88016e-08 5.98409e-08 -------------------------------------------------------------- Initialization seed trial #161 of 1000; initialization seed = 493578386 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 555187 Distortion: 0.0132675 Distortions/cluster: 2.10047e-05 1.58876e-05 0.00872182 0 1.65154e-05 1.42429e-05 2.08863e-05 4.27926e-05 9.28386e-06 1.60491e-05 7.85416e-06 3.53035e-05 3.57088e-06 2.80016e-05 0.000296857 3.99696e-05 4.90368e-05 1.48407e-05 0.00391362 Variance: 2.24835e-06 Variances/cluster: 3.54768e-08 7.63769e-08 0.156503 0 3.68616e-08 3.55152e-08 5.70611e-08 3.68859e-07 4.29773e-08 4.24542e-08 5.69093e-08 5.95142e-08 3.83935e-08 3.64572e-08 1.9788e-05 6.86544e-08 8.51064e-08 3.62817e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #162 of 1000; initialization seed = 493578387 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 690851 Distortion: 0.000632352 Distortions/cluster: 3.32979e-05 0 2.31671e-05 1.27749e-35 1.94463e-05 2.00026e-05 2.11511e-05 4.08979e-05 9.64317e-35 0.000300791 2.95988e-05 1.44798e-05 2.34335e-05 2.86463e-05 1.08283e-34 2.39886e-05 2.25984e-05 2.37044e-35 3.08525e-05 Variance: 1.0716e-07 Variances/cluster: 3.89415e-08 0 5.87803e-08 0 3.96825e-08 4.79523e-08 7.11937e-08 3.37961e-07 6.86694e-32 1.87971e-05 6.24396e-08 5.81331e-08 5.97603e-08 7.5181e-08 0 4.94565e-08 3.66221e-08 0 4.32676e-08 -------------------------------------------------------------- Initialization seed trial #163 of 1000; initialization seed = 493578388 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 690686 Distortion: 0.00063273 Distortions/cluster: 0.000300791 1.69243e-05 2.51399e-05 2.94472e-05 1.08283e-34 0 1.27749e-35 3.36824e-05 1.53187e-05 2.33083e-05 1.63085e-05 2.92943e-05 2.16275e-05 9.64317e-35 2.37044e-35 1.8854e-05 3.26327e-05 2.86463e-05 4.07544e-05 Variance: 1.07224e-07 Variances/cluster: 1.87971e-05 3.7275e-08 7.24266e-08 3.75569e-08 0 0 0 5.91764e-08 3.52935e-08 4.89626e-08 3.92938e-08 6.25895e-08 3.58624e-08 6.86694e-32 0 6.32482e-08 6.08624e-08 7.5181e-08 3.39581e-07 -------------------------------------------------------------- Initialization seed trial #164 of 1000; initialization seed = 493578389 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 79 BIC score: 496853 Distortion: 0.0489156 Distortions/cluster: 1.47511e-05 1.4291e-05 0.00391362 1.21921e-05 4.67043e-05 3.28638e-05 0.0446389 2.74626e-05 3.33687e-05 1.85745e-05 8.32742e-06 2.21721e-05 2.43786e-05 4.81569e-35 1.59176e-05 3.57241e-05 2.11105e-05 1.55505e-05 1.96949e-05 Variance: 8.28938e-06 Variances/cluster: 3.06004e-08 3.27747e-08 0.00391989 6.18836e-08 2.74699e-06 6.08393e-08 0.0422886 4.15434e-08 5.91449e-08 4.64321e-08 4.10171e-08 4.9709e-08 7.18907e-08 2.67973e-31 3.62552e-08 2.95206e-07 7.30413e-08 3.40243e-08 6.41321e-08 -------------------------------------------------------------- Initialization seed trial #165 of 1000; initialization seed = 493578390 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 570714 Distortion: 0.00935555 Distortions/cluster: 4.67043e-05 2.01039e-05 0 1.27749e-35 1.15575e-05 2.447e-05 1.68527e-05 2.56805e-05 1.9604e-05 3.28638e-05 1.60884e-05 1.08283e-34 0.00872182 1.83829e-05 1.66199e-05 0.000300632 3.01483e-05 3.33687e-05 2.06497e-05 Variance: 1.58542e-06 Variances/cluster: 2.74699e-06 3.46578e-08 0 0 6.17997e-08 7.1948e-08 6.33512e-08 5.65604e-08 6.40449e-08 6.08393e-08 3.52012e-08 0 0.156503 3.87788e-08 3.43357e-08 2.56921e-06 4.43971e-08 5.91449e-08 4.74663e-08 -------------------------------------------------------------- Initialization seed trial #166 of 1000; initialization seed = 493578391 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 605957 Distortion: 0.00428721 Distortions/cluster: 2.43786e-05 1.72269e-05 2.19505e-05 1.15575e-05 3.25482e-05 3.57241e-05 3.04905e-05 4.67043e-05 9.64317e-35 3.27858e-05 0 0.00391362 2.37044e-35 3.36824e-05 2.22198e-05 4.81569e-35 2.58158e-05 1.96949e-05 1.88043e-05 Variance: 7.26522e-07 Variances/cluster: 7.18907e-08 6.3563e-08 4.95452e-08 6.17997e-08 6.08182e-08 2.95206e-07 4.31228e-08 2.74699e-06 6.86694e-32 3.87047e-08 0 0.00391989 0 5.91764e-08 3.62434e-08 2.67973e-31 5.63618e-08 6.41321e-08 3.86882e-08 -------------------------------------------------------------- Initialization seed trial #167 of 1000; initialization seed = 493578392 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 708369 Distortion: 0.00044156 Distortions/cluster: 1.72269e-05 4.81569e-35 0 2.23566e-05 2.42944e-05 2.37044e-35 9.64317e-35 1.15575e-05 4.05639e-05 4.67043e-05 0 7.88843e-05 1.08283e-34 2.58511e-05 2.22677e-05 6.80765e-05 8.37767e-05 0 1.27749e-35 Variance: 7.4828e-08 Variances/cluster: 6.3563e-08 2.67973e-31 0 4.11684e-08 5.42237e-08 0 6.86694e-32 6.17997e-08 4.37073e-08 2.74699e-06 0 1.15486e-07 0 5.61933e-08 3.62625e-08 7.62086e-08 9.74973e-08 0 0 -------------------------------------------------------------- Initialization seed trial #168 of 1000; initialization seed = 493578393 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 501328 Distortion: 0.0450009 Distortions/cluster: 3.32602e-05 1.70613e-05 1.89894e-05 1.56942e-05 1.87157e-05 1.43989e-05 1.27749e-35 2.76979e-05 4.81569e-35 1.08283e-34 2.33896e-05 2.11642e-05 3.33141e-05 3.09386e-05 4.35604e-05 0.0446389 2.26663e-05 1.86361e-05 2.25383e-05 Variance: 7.62599e-06 Variances/cluster: 3.88975e-08 4.15996e-08 3.93116e-08 2.6595e-07 6.45167e-08 5.80413e-08 0 7.28833e-08 2.67973e-31 0 5.09537e-08 4.39051e-08 3.14247e-07 4.29069e-08 2.7222e-06 0.0422886 5.78037e-08 4.87695e-08 3.65839e-08 -------------------------------------------------------------- Initialization seed trial #169 of 1000; initialization seed = 493578394 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 497462 Distortion: 0.0489406 Distortions/cluster: 8.63994e-06 1.68855e-05 8.03927e-05 8.2518e-06 1.6491e-05 1.50169e-05 1.23871e-05 3.35454e-05 5.63808e-05 0.0446389 0.00391362 4.81569e-35 4.35604e-05 2.77127e-05 1.55567e-05 1.35533e-05 1.32174e-05 1.12628e-05 1.52224e-05 Variance: 8.29361e-06 Variances/cluster: 5.8373e-08 3.72712e-08 9.47727e-08 3.30034e-08 4.86416e-08 4.95567e-08 5.8702e-08 3.13472e-07 6.50086e-08 0.0422886 0.00391989 2.67973e-31 2.7222e-06 4.17324e-08 4.21555e-08 3.15901e-08 2.20239e-07 2.90246e-08 3.41279e-08 -------------------------------------------------------------- Initialization seed trial #170 of 1000; initialization seed = 493578395 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 556611 Distortion: 0.0130072 Distortions/cluster: 4.81569e-35 2.98982e-05 0.00391362 1.47576e-05 1.82675e-05 1.29626e-05 4.67605e-05 0 3.13587e-05 3.10061e-05 8.63994e-06 2.13826e-05 4.35604e-05 1.84268e-05 0.00872182 3.52183e-05 3.28529e-05 1.23871e-05 1.4264e-05 Variance: 2.20423e-06 Variances/cluster: 2.67973e-31 4.30153e-08 0.00391989 4.76013e-08 5.15984e-08 2.31427e-07 8.43786e-08 0 5.23346e-08 3.75344e-08 5.8373e-08 3.5693e-08 2.7222e-06 3.83854e-08 0.156503 6.16586e-08 3.12848e-07 5.8702e-08 3.80342e-08 -------------------------------------------------------------- Initialization seed trial #171 of 1000; initialization seed = 493578396 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 500587 Distortion: 0.0452652 Distortions/cluster: 3.60168e-05 0.000300791 1.27749e-35 1.45204e-05 8.05473e-06 3.13587e-05 1.70159e-05 4.67605e-05 1.21367e-05 3.52183e-05 2.80793e-05 1.13353e-05 1.98953e-05 0.0446389 1.08283e-34 1.56296e-05 1.31364e-05 2.0078e-05 1.62979e-05 Variance: 7.67078e-06 Variances/cluster: 3.36566e-07 1.87971e-05 0 3.2998e-08 3.35575e-08 5.23346e-08 3.73939e-08 8.43786e-08 2.989e-08 6.16586e-08 4.14724e-08 6.12668e-08 4.6919e-08 0.0422886 0 5.8975e-08 2.30418e-07 4.59408e-08 3.4971e-08 -------------------------------------------------------------- Initialization seed trial #172 of 1000; initialization seed = 493578397 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 496841 Distortion: 0.0489156 Distortions/cluster: 0.0446389 1.73094e-05 3.25482e-05 4.67043e-05 1.58506e-05 1.96949e-05 8.64731e-06 0.00391362 4.81569e-35 2.43786e-05 3.57241e-05 1.41558e-05 3.36824e-05 2.79304e-05 2.09418e-05 1.19824e-05 1.6941e-05 1.14208e-05 2.5173e-05 Variance: 8.28938e-06 Variances/cluster: 0.0422886 3.74626e-08 6.08182e-08 2.74699e-06 3.4757e-08 6.41321e-08 3.36432e-08 0.00391989 2.67973e-31 7.18907e-08 2.95206e-07 3.25392e-08 5.91764e-08 4.16835e-08 4.81378e-08 3.01031e-08 6.36833e-08 6.13969e-08 5.65639e-08 -------------------------------------------------------------- Initialization seed trial #173 of 1000; initialization seed = 493578398 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 496125 Distortion: 0.0491723 Distortions/cluster: 1.46562e-05 1.2076e-05 0.00391362 0.000300791 3.27799e-05 3.33687e-05 2.79393e-05 9.6355e-06 8.87552e-06 1.32512e-05 2.32538e-05 2.52237e-05 0.0446389 1.40839e-05 3.93166e-05 1.89386e-05 9.12669e-06 2.80863e-05 8.33475e-06 Variance: 8.33287e-06 Variances/cluster: 3.50597e-08 3.45985e-08 0.00391989 1.87971e-05 6.07967e-08 5.91449e-08 7.46982e-08 3.36876e-08 3.40028e-08 2.95093e-08 4.93666e-08 7.24593e-08 0.0422886 3.40162e-08 3.38897e-07 6.33195e-08 4.16697e-08 6.36827e-08 2.49521e-08 -------------------------------------------------------------- Initialization seed trial #174 of 1000; initialization seed = 493578399 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 511108 Distortion: 0.0362512 Distortions/cluster: 4.67605e-05 2.13826e-05 0.0356196 1.23871e-05 3.10061e-05 3.55643e-05 1.43256e-05 2.98982e-05 0.000300791 3.13587e-05 1.82675e-05 1.27749e-35 1.84268e-05 2.37044e-35 1.08283e-34 1.46958e-05 8.63994e-06 3.52183e-05 1.29626e-05 Variance: 6.14324e-06 Variances/cluster: 8.43786e-08 3.5693e-08 0.035575 5.8702e-08 3.75344e-08 3.35473e-07 3.80966e-08 4.30153e-08 1.87971e-05 5.23346e-08 5.15984e-08 0 3.83854e-08 0 0 4.75554e-08 5.8373e-08 6.16586e-08 2.31427e-07 -------------------------------------------------------------- Initialization seed trial #175 of 1000; initialization seed = 493578400 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 570974 Distortion: 0.00935552 Distortions/cluster: 3.25794e-05 1.24207e-05 2.48718e-05 1.15002e-05 2.22907e-05 2.07391e-05 0 3.28124e-05 1.08283e-34 1.93288e-05 4.67043e-05 0.000300632 2.93403e-05 3.00268e-05 1.06562e-05 1.27749e-35 2.27887e-05 1.70122e-05 0.00872182 Variance: 1.58541e-06 Variances/cluster: 4.55616e-08 5.13087e-08 5.82286e-08 5.47453e-08 3.62998e-08 4.64853e-08 0 3.86905e-08 0 3.96044e-08 2.74699e-06 2.56921e-06 6.03661e-08 7.58193e-08 5.4351e-08 0 4.84822e-08 7.45918e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #176 of 1000; initialization seed = 493578401 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 556072 Distortion: 0.0130025 Distortions/cluster: 2.03387e-05 2.4864e-05 4.67043e-05 1.93181e-05 3.25482e-05 2.81191e-05 2.46274e-05 0.00872182 1.63641e-05 1.78151e-05 1.1652e-05 3.57241e-05 0 0.00391362 4.81569e-35 1.61051e-05 1.99942e-05 3.36824e-05 1.92126e-05 Variance: 2.20344e-06 Variances/cluster: 4.87694e-08 7.22565e-08 2.74699e-06 6.57027e-08 6.08182e-08 4.17781e-08 5.43605e-08 0.156503 3.58044e-08 3.78203e-08 6.19734e-08 2.95206e-07 0 0.00391989 2.67973e-31 3.34797e-08 3.4648e-08 5.91764e-08 6.35975e-08 -------------------------------------------------------------- Initialization seed trial #177 of 1000; initialization seed = 493578402 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 497206 Distortion: 0.048918 Distortions/cluster: 1.3999e-05 3.13587e-05 2.7576e-05 0.00391362 1.94145e-05 1.23871e-05 4.35604e-05 1.74479e-05 4.67605e-05 4.81569e-35 3.3443e-05 1.4328e-05 0.0446389 1.29626e-05 3.52183e-05 1.67376e-05 1.56041e-05 8.63994e-06 1.60011e-05 Variance: 8.28978e-06 Variances/cluster: 3.82453e-08 5.23346e-08 4.12778e-08 0.00391989 3.42368e-08 5.8702e-08 2.7222e-06 3.75996e-08 8.43786e-08 2.67973e-31 3.12514e-07 4.74398e-08 0.0422886 2.31427e-07 6.16586e-08 4.86515e-08 3.29867e-08 5.8373e-08 3.53975e-08 -------------------------------------------------------------- Initialization seed trial #178 of 1000; initialization seed = 493578403 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 572278 Distortion: 0.00909557 Distortions/cluster: 4.35604e-05 4.81569e-35 2.51399e-05 2.34269e-05 2.84588e-05 0 2.90113e-05 1.27749e-35 2.94707e-05 3.26327e-05 1.63646e-05 1.64468e-05 3.82031e-05 1.8854e-05 2.0412e-05 3.36824e-05 1.80876e-05 1.08283e-34 0.00872182 Variance: 1.54136e-06 Variances/cluster: 2.7222e-06 2.67973e-31 7.24266e-08 4.88016e-08 7.48856e-08 0 4.21028e-08 0 6.28322e-08 6.08624e-08 3.3669e-08 3.5907e-08 3.15692e-07 6.32482e-08 3.50681e-08 5.91764e-08 3.85626e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #179 of 1000; initialization seed = 493578404 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 572554 Distortion: 0.00909539 Distortions/cluster: 1.14268e-05 3.04905e-05 3.57241e-05 1.83545e-05 2.22198e-05 2.12752e-05 2.43786e-05 1.96949e-05 1.27749e-35 1.86152e-05 4.81569e-35 3.36824e-05 3.25482e-05 4.67043e-05 2.58135e-05 3.26442e-05 0.00872182 1.08283e-34 0 Variance: 1.54133e-06 Variances/cluster: 6.14291e-08 4.31228e-08 2.95206e-07 6.41718e-08 3.62434e-08 4.97038e-08 7.18907e-08 6.41321e-08 0 3.84574e-08 2.67973e-31 5.91764e-08 6.08182e-08 2.74699e-06 5.5748e-08 3.86288e-08 0.156503 0 0 -------------------------------------------------------------- Initialization seed trial #180 of 1000; initialization seed = 493578405 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 556324 Distortion: 0.0130038 Distortions/cluster: 4.81569e-35 1.33426e-05 4.67043e-05 2.43786e-05 1.96949e-05 0.00872182 3.36824e-05 1.94692e-05 1.83079e-05 0 2.14162e-05 3.11934e-05 3.25482e-05 0.00391362 3.57241e-05 1.71384e-05 1.58348e-05 9.19694e-06 2.96997e-05 Variance: 2.20366e-06 Variances/cluster: 2.67973e-31 4.64862e-08 2.74699e-06 7.18907e-08 6.41321e-08 0.156503 5.91764e-08 5.31896e-08 3.81378e-08 0 3.56896e-08 3.76699e-08 6.08182e-08 0.00391989 2.95206e-07 4.58207e-08 6.97517e-08 5.933e-08 4.27913e-08 -------------------------------------------------------------- Initialization seed trial #181 of 1000; initialization seed = 493578406 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 501493 Distortion: 0.0450107 Distortions/cluster: 1.23871e-05 4.67605e-05 3.52183e-05 1.29626e-05 1.84268e-05 0.0446389 4.81569e-35 3.13587e-05 1.82675e-05 2.98982e-05 1.47576e-05 8.63994e-06 2.13826e-05 3.28529e-05 4.35604e-05 1.27749e-35 1.4264e-05 1.08283e-34 3.10061e-05 Variance: 7.62763e-06 Variances/cluster: 5.8702e-08 8.43786e-08 6.16586e-08 2.31427e-07 3.83854e-08 0.0422886 2.67973e-31 5.23346e-08 5.15984e-08 4.30153e-08 4.76013e-08 5.8373e-08 3.5693e-08 3.12848e-07 2.7222e-06 0 3.80342e-08 0 3.75344e-08 -------------------------------------------------------------- Initialization seed trial #182 of 1000; initialization seed = 493578407 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 570858 Distortion: 0.00935701 Distortions/cluster: 1.99294e-05 3.98577e-05 2.83487e-05 1.71438e-05 1.8191e-05 1.55556e-05 1.58516e-05 1.39597e-05 0.000300791 1.27749e-35 1.57406e-05 0 1.08283e-34 1.63718e-05 3.85802e-05 1.13773e-05 0.00872182 4.67839e-05 3.67128e-05 Variance: 1.58567e-06 Variances/cluster: 3.45357e-08 6.84621e-08 4.20567e-08 4.33981e-08 3.81325e-08 4.20386e-08 5.91434e-08 9.76119e-08 1.87971e-05 0 3.50539e-08 0 0 3.39635e-08 3.38384e-07 6.11629e-08 0.156503 8.44208e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #183 of 1000; initialization seed = 493578408 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 710510 Distortion: 0.000413974 Distortions/cluster: 3.58899e-05 3.99696e-05 1.27749e-35 7.75199e-05 9.64317e-35 2.4224e-05 4.90368e-05 2.37044e-35 1.25053e-05 4.06528e-05 0 2.29781e-05 1.9419e-05 0 2.22531e-05 2.28214e-05 1.08283e-34 4.81569e-35 4.67043e-05 Variance: 7.01533e-08 Variances/cluster: 6.04009e-08 6.86544e-08 0 1.16037e-07 6.86694e-32 5.4309e-08 8.51064e-08 0 6.12955e-08 4.37089e-08 0 5.02762e-08 7.41129e-08 0 3.62386e-08 4.13392e-08 0 2.67973e-31 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #184 of 1000; initialization seed = 493578409 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 501093 Distortion: 0.0450045 Distortions/cluster: 3.15345e-05 3.57241e-05 2.0049e-05 2.41418e-05 1.56781e-05 2.11739e-05 2.14989e-05 2.19582e-05 2.31055e-05 2.97714e-05 1.95036e-05 1.08283e-34 0.0446389 2.39699e-05 1.85474e-05 4.67043e-05 1.22168e-05 1.27749e-35 4.81569e-35 Variance: 7.62659e-06 Variances/cluster: 3.78987e-08 2.95206e-07 5.19357e-08 7.22754e-08 5.9821e-08 7.05577e-08 3.57083e-08 5.80713e-08 4.79327e-08 4.28328e-08 4.74386e-08 0 0.0422886 6.02067e-08 3.83175e-08 2.74699e-06 6.20088e-08 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #185 of 1000; initialization seed = 493578410 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 688733 Distortion: 0.000668217 Distortions/cluster: 2.58452e-05 3.91468e-05 1.56468e-05 9.64317e-35 2.7154e-05 2.37044e-35 1.90592e-05 2.40201e-05 2.17412e-05 2.39416e-05 4.67043e-05 2.10477e-05 0 2.87034e-05 1.27749e-35 1.08283e-34 0.000297351 7.78554e-05 0 Variance: 1.13238e-07 Variances/cluster: 4.12815e-08 4.19094e-08 5.97016e-08 6.86694e-32 5.30305e-08 0 4.62452e-08 6.03328e-08 4.10172e-08 6.26536e-08 2.74699e-06 7.06079e-08 0 7.51338e-08 0 0 6.65161e-07 1.10895e-07 0 -------------------------------------------------------------- Initialization seed trial #186 of 1000; initialization seed = 493578411 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 70 BIC score: 689847 Distortion: 0.000645138 Distortions/cluster: 1.27749e-35 3.44208e-05 0 3.49127e-05 3.38285e-05 9.64317e-35 3.33079e-05 1.08939e-05 4.02428e-05 0.000300791 1.42052e-05 3.80062e-05 1.08283e-34 3.32916e-05 1.66232e-05 2.15545e-05 2.50039e-05 2.37044e-35 8.05506e-06 Variance: 1.09327e-07 Variances/cluster: 0 4.31301e-08 0 5.79896e-08 7.48182e-08 6.86694e-32 8.00416e-08 2.85147e-08 3.38136e-07 1.87971e-05 3.24291e-08 7.64653e-08 0 5.64209e-08 3.56689e-08 4.75663e-08 5.82649e-08 0 3.31445e-08 -------------------------------------------------------------- Initialization seed trial #187 of 1000; initialization seed = 493578412 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 500647 Distortion: 0.0452999 Distortions/cluster: 5.69505e-06 1.27749e-35 4.03928e-05 0.000312731 2.89381e-05 0.0446389 8.99366e-06 1.08283e-34 4.67043e-05 1.92712e-05 2.14273e-05 1.15396e-05 1.27695e-05 9.46985e-06 7.14558e-06 2.20605e-05 2.03946e-05 1.44173e-05 7.90731e-05 Variance: 7.67666e-06 Variances/cluster: 4.18616e-08 0 6.19469e-08 5.67524e-07 4.99746e-08 0.0422886 4.68269e-08 0 2.74699e-06 3.9731e-08 6.41324e-08 5.46723e-08 3.60602e-08 6.0686e-08 4.85937e-08 4.14634e-08 3.5159e-08 6.52157e-08 1.05141e-07 -------------------------------------------------------------- Initialization seed trial #188 of 1000; initialization seed = 493578413 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 500315 Distortion: 0.045259 Distortions/cluster: 1.52328e-05 2.34275e-05 2.228e-05 1.85751e-05 1.81712e-05 2.90326e-05 1.27749e-35 1.03559e-05 0.0446389 1.15687e-05 2.04028e-05 1.08283e-34 1.85389e-05 1.68447e-05 0.000300791 1.61511e-05 2.88249e-05 2.89579e-05 4.08979e-05 Variance: 7.66971e-06 Variances/cluster: 3.96559e-08 4.88029e-08 5.84584e-08 6.47015e-08 3.86584e-08 7.5797e-08 0 4.86037e-08 0.0422886 5.50715e-08 3.49921e-08 0 6.78868e-08 3.45149e-08 1.87971e-05 3.52613e-08 4.20765e-08 6.20033e-08 3.37961e-07 -------------------------------------------------------------- Initialization seed trial #189 of 1000; initialization seed = 493578414 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 67 BIC score: 605952 Distortion: 0.0042872 Distortions/cluster: 3.36824e-05 1.25053e-05 1.8854e-05 0.00391362 1.8689e-05 2.19551e-05 3.06463e-05 1.9419e-05 2.20889e-05 2.37044e-35 3.57241e-05 4.67043e-05 4.81569e-35 3.28348e-05 2.51399e-05 0 3.26327e-05 2.27061e-05 9.64317e-35 Variance: 7.26522e-07 Variances/cluster: 5.91764e-08 6.12955e-08 6.32482e-08 0.00391989 3.87701e-08 4.97804e-08 4.30994e-08 7.41129e-08 3.61478e-08 0 2.95206e-07 2.74699e-06 2.67973e-31 3.86713e-08 7.24266e-08 0 6.08624e-08 5.02305e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #190 of 1000; initialization seed = 493578415 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 70 BIC score: 500934 Distortion: 0.045006 Distortions/cluster: 4.67043e-05 2.81191e-05 1.8854e-05 4.81569e-35 2.216e-05 1.60486e-05 2.0069e-05 2.51399e-05 1.19074e-05 1.08283e-34 1.77298e-05 3.26327e-05 0.0446389 2.21668e-05 3.57241e-05 1.62866e-05 3.36824e-05 1.98581e-05 1.27749e-35 Variance: 7.62684e-06 Variances/cluster: 2.74699e-06 4.17781e-08 6.32482e-08 2.67973e-31 4.91312e-08 3.34317e-08 4.91843e-08 7.24266e-08 6.13734e-08 0 3.77193e-08 6.08624e-08 0.0422886 7.29116e-08 2.95206e-07 3.5713e-08 5.91764e-08 3.45318e-08 0 -------------------------------------------------------------- Initialization seed trial #191 of 1000; initialization seed = 493578416 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 556282 Distortion: 0.0130008 Distortions/cluster: 1.70273e-05 2.11739e-05 2.21746e-05 2.25077e-05 0.00872182 2.27219e-05 2.58959e-05 3.27445e-05 0.00391362 3.06463e-05 4.35604e-05 1.55206e-05 1.13353e-05 2.40201e-05 1.90592e-05 3.82031e-05 4.81569e-35 0 1.8786e-05 Variance: 2.20316e-06 Variances/cluster: 6.37677e-08 7.05577e-08 3.61697e-08 5.93676e-08 0.156503 5.07139e-08 5.64133e-08 3.8656e-08 0.00391989 4.30994e-08 2.7222e-06 5.96754e-08 6.12668e-08 6.03328e-08 4.62452e-08 3.15692e-07 2.67973e-31 0 3.88907e-08 -------------------------------------------------------------- Initialization seed trial #192 of 1000; initialization seed = 493578417 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 570818 Distortion: 0.00937742 Distortions/cluster: 2.1872e-05 1.13822e-05 4.05613e-05 1.71404e-05 2.31009e-05 1.55546e-05 7.77932e-05 1.23419e-05 1.81089e-05 2.54904e-05 4.67043e-05 0.000293458 1.08283e-34 2.25916e-05 1.15469e-05 0.00872182 1.27749e-35 1.79583e-05 0 Variance: 1.58912e-06 Variances/cluster: 4.08784e-08 5.01259e-08 4.37516e-08 6.34781e-08 6.19122e-08 3.98705e-08 1.13061e-07 5.55764e-08 7.01673e-08 5.42299e-08 2.74699e-06 6.77675e-07 0 3.64338e-08 6.14147e-08 0.156503 0 6.36619e-08 0 -------------------------------------------------------------- Initialization seed trial #193 of 1000; initialization seed = 493578418 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 687882 Distortion: 0.000671987 Distortions/cluster: 0 2.40416e-05 1.27749e-35 2.35135e-05 9.64317e-35 1.57942e-05 6.75087e-05 9.61378e-06 2.15256e-05 1.20325e-05 1.95826e-05 4.67043e-05 4.90368e-05 2.37044e-35 0.000287269 3.99696e-05 1.08283e-34 1.95052e-05 3.58899e-05 Variance: 1.13877e-07 Variances/cluster: 0 4.04704e-08 0 5.55825e-08 6.86694e-32 6.58038e-08 1.33404e-07 3.49551e-08 4.72012e-08 2.98539e-08 4.07934e-08 2.74699e-06 8.51064e-08 0 1.15825e-06 6.86544e-08 0 3.84685e-08 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #194 of 1000; initialization seed = 493578419 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 572145 Distortion: 0.00911481 Distortions/cluster: 3.44908e-05 4.81569e-35 2.0086e-05 0 2.20089e-05 1.08283e-34 2.5529e-05 2.11438e-05 1.98062e-05 1.13353e-05 0.00872182 4.67043e-05 7.48556e-05 1.90936e-05 1.27749e-35 2.3774e-05 1.70273e-05 3.27527e-05 2.43786e-05 Variance: 1.54462e-06 Variances/cluster: 6.09179e-08 2.67973e-31 3.47468e-08 0 4.12116e-08 0 5.63508e-08 4.00413e-08 6.42853e-08 6.12668e-08 0.156503 2.74699e-06 1.14099e-07 3.93649e-08 0 5.34198e-08 6.37677e-08 6.07463e-08 7.18907e-08 -------------------------------------------------------------- Initialization seed trial #195 of 1000; initialization seed = 493578420 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 690388 Distortion: 0.000638684 Distortions/cluster: 1.79671e-05 3.54116e-05 0.000300791 1.19718e-05 2.61887e-05 3.42641e-05 4.00802e-05 2.41322e-05 1.94305e-05 1.70444e-05 1.25394e-05 3.80062e-05 2.83743e-05 9.64317e-35 0 1.08283e-34 3.24825e-05 1.27749e-35 2.37044e-35 Variance: 1.08233e-07 Variances/cluster: 3.87188e-08 5.87208e-08 1.87971e-05 5.56649e-08 5.71621e-08 5.60733e-08 3.39624e-07 7.09548e-08 3.41445e-08 3.36152e-08 5.20141e-08 7.64653e-08 5.7303e-08 6.86694e-32 0 0 4.23464e-08 0 0 -------------------------------------------------------------- Initialization seed trial #196 of 1000; initialization seed = 493578421 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 572893 Distortion: 0.00910283 Distortions/cluster: 1.08283e-34 1.20858e-05 1.27749e-35 4.81569e-35 3.71755e-05 4.85673e-05 3.01067e-05 3.62143e-05 4.67043e-05 2.99119e-05 0.00872182 9.70658e-06 1.52979e-05 1.49843e-05 2.06607e-05 0 3.00268e-05 2.4437e-05 2.51325e-05 Variance: 1.54259e-06 Variances/cluster: 0 5.51687e-08 0 2.67973e-31 4.08486e-08 4.88562e-08 4.15216e-08 2.96805e-07 2.74699e-06 6.01801e-08 0.156503 5.30244e-08 7.53362e-08 5.34979e-08 4.64136e-08 0 7.58193e-08 5.8303e-08 5.12861e-08 -------------------------------------------------------------- Initialization seed trial #197 of 1000; initialization seed = 493578422 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 83 BIC score: 605883 Distortion: 0.00428592 Distortions/cluster: 2.03826e-05 1.92403e-05 2.31671e-05 0.00391362 4.35604e-05 2.37044e-35 2.95988e-05 3.82031e-05 2.11957e-05 9.64317e-35 2.86463e-05 2.3009e-05 2.39374e-05 4.81569e-35 2.23668e-05 0 3.11248e-05 3.33853e-05 1.44798e-05 Variance: 7.26304e-07 Variances/cluster: 4.86301e-08 3.98312e-08 5.87803e-08 0.00391989 2.7222e-06 0 6.24396e-08 3.15692e-07 7.11044e-08 6.86694e-32 7.5181e-08 5.91302e-08 4.9453e-08 2.67973e-31 3.63646e-08 0 4.31652e-08 3.89981e-08 5.81331e-08 -------------------------------------------------------------- Initialization seed trial #198 of 1000; initialization seed = 493578423 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 713116 Distortion: 0.000387572 Distortions/cluster: 1.08283e-34 3.67128e-05 4.81569e-35 2.57989e-05 4.07957e-05 1.27749e-35 9.64317e-35 2.21267e-05 3.04905e-05 0 1.88899e-05 1.72448e-05 4.67839e-05 1.14208e-05 2.37044e-35 3.27905e-05 3.57241e-05 4.67043e-05 2.20889e-05 Variance: 6.5679e-08 Variances/cluster: 0 5.98708e-08 2.67973e-31 5.63249e-08 6.98334e-08 0 6.86694e-32 4.98303e-08 4.31228e-08 0 3.87845e-08 6.36292e-08 8.44208e-08 6.13969e-08 0 3.86647e-08 2.95206e-07 2.74699e-06 3.61478e-08 -------------------------------------------------------------- Initialization seed trial #199 of 1000; initialization seed = 493578424 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 554663 Distortion: 0.0132585 Distortions/cluster: 1.20547e-05 0.000300791 0.00391362 2.13906e-05 2.64877e-05 1.53201e-05 2.31341e-05 0 1.42934e-05 2.18429e-05 2.16903e-05 0.00872182 3.93166e-05 1.49447e-05 1.52407e-05 3.14781e-05 1.89498e-05 1.35251e-05 3.25931e-05 Variance: 2.24682e-06 Variances/cluster: 6.14985e-08 1.87971e-05 0.00391989 7.3e-08 5.76885e-08 3.22499e-08 5.09398e-08 0 3.54643e-08 4.93027e-08 5.23872e-08 0.156503 3.38897e-07 3.59213e-08 3.62843e-08 7.96661e-08 3.37145e-08 3.42379e-08 7.37169e-08 -------------------------------------------------------------- Initialization seed trial #200 of 1000; initialization seed = 493578425 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 79 BIC score: 570648 Distortion: 0.00934756 Distortions/cluster: 1.62628e-05 2.94707e-05 1.44798e-05 2.31325e-05 2.34269e-05 1.27749e-35 2.11957e-05 0.000300791 0 2.84588e-05 2.11141e-05 2.23091e-05 0.00872182 4.08979e-05 1.79548e-05 2.03908e-05 1.08283e-34 2.91437e-05 1.6707e-05 Variance: 1.58406e-06 Variances/cluster: 3.54277e-08 6.28322e-08 5.81331e-08 5.91436e-08 4.88016e-08 0 7.11044e-08 1.87971e-05 0 7.48856e-08 5.06169e-08 5.66035e-08 0.156503 3.37961e-07 3.83612e-08 3.50316e-08 0 4.22335e-08 3.43735e-08 -------------------------------------------------------------- Initialization seed trial #201 of 1000; initialization seed = 493578426 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 556244 Distortion: 0.0130008 Distortions/cluster: 2.16003e-05 2.43122e-05 2.3183e-05 3.68069e-05 4.81569e-35 3.13665e-05 2.25077e-05 1.91062e-05 1.19199e-05 2.44385e-05 4.35604e-05 0.00391362 0.00872182 1.79055e-05 3.05224e-05 1.47511e-05 2.14989e-05 2.18919e-05 0 Variance: 2.20315e-06 Variances/cluster: 7.10315e-08 6.06096e-08 4.78948e-08 3.14553e-07 2.67973e-31 3.77422e-08 5.93676e-08 4.6247e-08 6.14374e-08 7.25122e-08 2.7222e-06 0.00391989 0.156503 3.78515e-08 4.31679e-08 5.85172e-08 3.57083e-08 5.62721e-08 0 -------------------------------------------------------------- Initialization seed trial #202 of 1000; initialization seed = 493578427 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 605727 Distortion: 0.0042945 Distortions/cluster: 4.90368e-05 3.53035e-05 2.48148e-05 1.65931e-05 3.82031e-05 1.13353e-05 4.35604e-05 2.21397e-05 1.67213e-05 1.76895e-05 0.00391362 9.64317e-35 2.37044e-35 0 2.03476e-05 4.81569e-35 1.63282e-05 2.88389e-05 3.99696e-05 Variance: 7.27759e-07 Variances/cluster: 8.51064e-08 5.95142e-08 5.70408e-08 3.59905e-08 3.15692e-07 6.12668e-08 2.7222e-06 4.91949e-08 6.35744e-08 3.79566e-08 0.00391989 6.86694e-32 0 0 3.50177e-08 2.67973e-31 3.36633e-08 4.20355e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #203 of 1000; initialization seed = 493578428 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 556098 Distortion: 0.0130034 Distortions/cluster: 4.81569e-35 1.89386e-05 2.06869e-05 3.18117e-05 0.00391362 0 1.58108e-05 1.46989e-05 2.61317e-05 3.6415e-05 4.35604e-05 2.03386e-05 2.83604e-05 3.33687e-05 1.66711e-05 1.76405e-05 1.82854e-05 0.00872182 2.52237e-05 Variance: 2.20359e-06 Variances/cluster: 2.67973e-31 6.33195e-08 4.54616e-08 5.92206e-08 0.00391989 0 3.48994e-08 9.54397e-08 7.29878e-08 3.13886e-07 2.7222e-06 3.49421e-08 4.19495e-08 5.91449e-08 3.43703e-08 4.65411e-08 3.83304e-08 0.156503 7.24593e-08 -------------------------------------------------------------- Initialization seed trial #204 of 1000; initialization seed = 493578429 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 713108 Distortion: 0.000387566 Distortions/cluster: 3.67128e-05 1.08283e-34 3.27648e-05 4.07957e-05 1.9419e-05 4.67043e-05 2.19551e-05 1.8786e-05 3.57241e-05 0 2.20621e-05 3.06463e-05 2.37044e-35 4.67839e-05 9.64317e-35 2.27061e-05 1.25053e-05 4.81569e-35 1.27749e-35 Variance: 6.5678e-08 Variances/cluster: 5.98708e-08 0 3.86343e-08 6.98334e-08 7.41129e-08 2.74699e-06 4.97804e-08 3.88907e-08 2.95206e-07 0 3.6104e-08 4.30994e-08 0 8.44208e-08 6.86694e-32 5.02305e-08 6.12955e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #205 of 1000; initialization seed = 493578430 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 496742 Distortion: 0.0489142 Distortions/cluster: 1.45841e-05 2.02294e-05 3.82031e-05 4.81569e-35 2.33276e-05 1.55895e-05 2.89579e-05 2.34297e-05 2.90326e-05 8.3297e-06 0.0446389 4.35604e-05 1.17139e-05 2.1165e-05 1.47197e-05 1.78619e-05 2.28296e-05 2.8161e-05 0.00391362 Variance: 8.28914e-06 Variances/cluster: 5.83178e-08 4.78082e-08 3.15692e-07 2.67973e-31 4.90031e-08 3.47175e-08 6.20033e-08 5.97506e-08 7.5797e-08 3.29199e-08 0.0422886 2.7222e-06 3.01095e-08 7.10012e-08 3.27804e-08 3.79197e-08 5.91246e-08 4.17164e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #206 of 1000; initialization seed = 493578431 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 70 BIC score: 570925 Distortion: 0.0093452 Distortions/cluster: 2.93547e-05 1.08283e-34 2.77063e-05 1.62635e-05 2.87334e-05 2.03908e-05 3.59057e-05 2.57814e-05 0.000300791 2.27217e-05 2.19085e-05 1.81396e-05 0.00872182 2.81811e-05 0 1.19159e-05 1.87447e-05 1.27749e-35 1.68414e-05 Variance: 1.58366e-06 Variances/cluster: 5.57895e-08 0 6.11569e-08 3.55068e-08 4.176e-08 3.50316e-08 3.35532e-07 4.70309e-08 1.87971e-05 6.62233e-08 4.48904e-08 3.82654e-08 0.156503 7.47449e-08 0 2.16593e-07 6.33065e-08 0 3.44374e-08 -------------------------------------------------------------- Initialization seed trial #207 of 1000; initialization seed = 493578432 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 572442 Distortion: 0.0091161 Distortions/cluster: 2.27833e-05 1.27749e-35 2.98108e-05 7.52691e-05 1.49598e-05 4.67043e-05 1.9403e-05 2.8957e-05 1.78134e-05 0 1.69911e-05 2.3292e-05 2.04742e-05 1.10071e-05 2.60153e-05 4.0796e-05 0.00872182 1.08283e-34 4.81569e-35 Variance: 1.54484e-06 Variances/cluster: 3.66839e-08 0 7.58485e-08 1.14207e-07 9.23141e-08 2.74699e-06 7.54747e-08 6.03221e-08 6.22647e-08 0 3.78297e-08 4.15147e-08 5.10415e-08 5.52945e-08 5.38571e-08 4.37687e-08 0.156503 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #208 of 1000; initialization seed = 493578433 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 554802 Distortion: 0.0132584 Distortions/cluster: 3.26327e-05 1.59335e-05 0.00391362 8.38955e-06 2.13905e-05 1.74478e-05 1.41883e-05 3.96065e-05 1.20547e-05 2.81133e-05 3.36824e-05 0.000300791 0.00872182 1.13941e-05 2.51399e-05 1.8854e-05 2.18428e-05 0 2.14953e-05 Variance: 2.24681e-06 Variances/cluster: 6.08624e-08 3.47105e-08 0.00391989 3.27679e-08 7.32495e-08 3.75993e-08 3.25391e-08 3.35609e-07 6.14985e-08 4.17695e-08 5.91764e-08 1.87971e-05 0.156503 2.97462e-08 7.24266e-08 6.32482e-08 4.91914e-08 0 5.21683e-08 -------------------------------------------------------------- Initialization seed trial #209 of 1000; initialization seed = 493578434 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 500886 Distortion: 0.0450127 Distortions/cluster: 4.67043e-05 1.44033e-05 1.93828e-05 1.08283e-34 4.81569e-35 1.51141e-05 1.47011e-05 1.27749e-35 1.22872e-05 2.20816e-05 3.57241e-05 4.67839e-05 1.96393e-05 0.0446389 4.07957e-05 1.43963e-05 2.0384e-05 3.67128e-05 1.46691e-05 Variance: 7.62798e-06 Variances/cluster: 2.74699e-06 3.48716e-08 3.41809e-08 0 2.67973e-31 3.60688e-08 3.42654e-08 0 6.14306e-08 5.00676e-08 2.95206e-07 8.44208e-08 7.38266e-08 0.0422886 6.98334e-08 3.65353e-08 4.81848e-08 5.98708e-08 3.20259e-08 -------------------------------------------------------------- Initialization seed trial #210 of 1000; initialization seed = 493578435 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 500173 Distortion: 0.0452652 Distortions/cluster: 0.0446389 1.2071e-05 1.56418e-05 1.70809e-05 1.3637e-05 1.52989e-05 2.38074e-05 2.90326e-05 2.56707e-05 4.67043e-05 2.94354e-05 1.08283e-34 1.99692e-05 0.000300632 1.37879e-05 2.23222e-05 1.27749e-35 1.22387e-05 2.89099e-05 Variance: 7.67076e-06 Variances/cluster: 0.0422886 5.58665e-08 3.67142e-08 4.07622e-08 3.37519e-08 3.55756e-08 7.08331e-08 7.5797e-08 5.71548e-08 2.74699e-06 5.75847e-08 0 3.47251e-08 2.56921e-06 3.11212e-08 4.74897e-08 0 5.16234e-08 6.20335e-08 -------------------------------------------------------------- Initialization seed trial #211 of 1000; initialization seed = 493578436 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 556474 Distortion: 0.0129973 Distortions/cluster: 1.74437e-05 1.43989e-05 4.35604e-05 4.81569e-35 0.00872182 3.09386e-05 1.6811e-05 3.30311e-05 2.25383e-05 2.56423e-05 1.38703e-05 0.00391362 2.25355e-05 3.32602e-05 1.89894e-05 2.86463e-05 0 1.88811e-05 2.12994e-05 Variance: 2.20256e-06 Variances/cluster: 4.5769e-08 5.80413e-08 2.7222e-06 2.67973e-31 0.156503 4.29069e-08 4.13931e-08 3.14546e-07 3.65839e-08 5.51402e-08 2.39088e-07 0.00391989 5.77648e-08 3.88975e-08 3.93116e-08 7.5181e-08 0 6.46411e-08 4.41856e-08 -------------------------------------------------------------- Initialization seed trial #212 of 1000; initialization seed = 493578437 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 606149 Distortion: 0.00430939 Distortions/cluster: 2.01506e-05 5.63808e-05 4.35604e-05 8.03927e-05 1.54573e-05 0 1.13353e-05 1.52589e-05 2.14803e-05 9.64317e-35 1.59147e-05 1.69243e-05 3.34171e-05 2.93351e-05 2.29458e-05 2.37044e-35 1.32174e-05 0.00391362 4.81569e-35 Variance: 7.30282e-07 Variances/cluster: 4.70766e-08 6.50086e-08 2.7222e-06 9.47727e-08 3.55309e-08 0 6.12668e-08 3.79537e-08 3.57368e-08 6.86694e-32 5.93786e-08 3.7275e-08 3.15218e-07 3.75096e-08 5.12141e-08 0 2.20239e-07 0.00391989 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #213 of 1000; initialization seed = 493578438 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 500592 Distortion: 0.0452678 Distortions/cluster: 2.10543e-05 1.05476e-05 1.56275e-05 2.28296e-05 1.44798e-05 2.21057e-05 4.35604e-05 2.11957e-05 0.0446389 2.30325e-05 1.27749e-35 1.88843e-05 0.000279397 3.72859e-05 3.28826e-05 1.51269e-05 3.06015e-05 1.08283e-34 2.02889e-05 Variance: 7.67121e-06 Variances/cluster: 4.66793e-08 6.09636e-08 7.30199e-08 5.91246e-08 5.81331e-08 3.61754e-08 2.7222e-06 7.11044e-08 0.0422886 5.88878e-08 0 3.88528e-08 1.07451e-06 3.13291e-07 3.87276e-08 5.77317e-08 4.3097e-08 0 4.78358e-08 -------------------------------------------------------------- Initialization seed trial #214 of 1000; initialization seed = 493578439 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 19 BIC score: 690306 Distortion: 0.000639804 Distortions/cluster: 1.48006e-05 1.27749e-35 1.70208e-05 2.17573e-05 2.16227e-05 1.53389e-05 2.13534e-05 2.18389e-05 0 4.03525e-05 0.000300791 9.64317e-35 1.08283e-34 3.93166e-05 4.74532e-05 3.64878e-05 1.21029e-05 2.95671e-05 2.37044e-35 Variance: 1.08423e-07 Variances/cluster: 3.73716e-08 0 3.72414e-08 5.31914e-08 4.85864e-08 3.58354e-08 3.56443e-08 7.30342e-08 0 6.94314e-08 1.87971e-05 6.86694e-32 0 3.38897e-07 8.47111e-08 5.97964e-08 6.14306e-08 3.75184e-08 0 -------------------------------------------------------------- Initialization seed trial #215 of 1000; initialization seed = 493578440 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 688901 Distortion: 0.000660125 Distortions/cluster: 2.37044e-35 9.54477e-06 1.94817e-05 2.00623e-05 9.64317e-35 1.82839e-05 2.39416e-05 0 1.38409e-05 3.4241e-05 2.00562e-05 4.02578e-05 3.76032e-05 1.08283e-34 1.88595e-05 8.20607e-05 0.000307974 1.39174e-05 1.27749e-35 Variance: 1.11867e-07 Variances/cluster: 0 5.2427e-08 3.86507e-08 4.02821e-08 6.86694e-32 4.36228e-08 6.26536e-08 0 5.74125e-08 5.61273e-08 3.49981e-08 7.68217e-08 5.96826e-08 0 5.5127e-08 1.03603e-07 1.71076e-05 7.48023e-08 0 -------------------------------------------------------------- Initialization seed trial #216 of 1000; initialization seed = 493578441 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 570748 Distortion: 0.00936657 Distortions/cluster: 1.70385e-05 4.67839e-05 0.000279973 4.07957e-05 4.67043e-05 1.57607e-05 0 1.61014e-05 2.79733e-05 0.00872182 1.71429e-05 1.94436e-05 1.76557e-05 1.27749e-35 3.67128e-05 1.60563e-05 1.08283e-34 3.57241e-05 1.08799e-05 Variance: 1.58728e-06 Variances/cluster: 4.39101e-08 8.44208e-08 1.28418e-06 6.98334e-08 2.74699e-06 3.48656e-08 0 6.33864e-08 4.18099e-08 0.156503 3.71024e-08 3.42277e-08 5.10235e-08 0 5.98708e-08 3.37288e-08 0 2.95206e-07 6.11178e-08 -------------------------------------------------------------- Initialization seed trial #217 of 1000; initialization seed = 493578442 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 572044 Distortion: 0.00911358 Distortions/cluster: 1.08283e-34 2.1099e-05 1.90592e-05 2.56419e-05 2.86463e-05 2.39416e-05 1.55957e-05 0.00872182 0 7.51105e-05 1.27749e-35 4.81569e-35 1.8987e-05 2.07749e-05 2.06598e-05 2.94324e-05 2.20832e-05 4.67043e-05 2.40201e-05 Variance: 1.54441e-06 Variances/cluster: 0 7.05431e-08 4.62452e-08 5.26481e-08 7.5181e-08 6.26536e-08 5.97345e-08 0.156503 0 1.12263e-07 0 2.67973e-31 3.93886e-08 3.99479e-08 3.53118e-08 6.24842e-08 4.11963e-08 2.74699e-06 6.03328e-08 -------------------------------------------------------------- Initialization seed trial #218 of 1000; initialization seed = 493578443 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 68 BIC score: 496811 Distortion: 0.0489224 Distortions/cluster: 1.97705e-05 0.0446389 3.99696e-05 1.51982e-05 1.43589e-05 3.57241e-05 8.11687e-06 4.67043e-05 0.00391362 1.95866e-05 1.32809e-05 1.22872e-05 1.26958e-05 4.90368e-05 1.22108e-05 3.53035e-05 4.81569e-35 1.38889e-05 2.16897e-05 Variance: 8.29052e-06 Variances/cluster: 4.70683e-08 0.0422886 6.86544e-08 3.60115e-08 3.05473e-08 2.95206e-07 3.82828e-08 2.74699e-06 0.00391989 7.39062e-08 3.36197e-08 6.14306e-08 3.39426e-08 8.51064e-08 3.0222e-08 5.95142e-08 2.67973e-31 3.34643e-08 5.02034e-08 -------------------------------------------------------------- Initialization seed trial #219 of 1000; initialization seed = 493578444 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 497209 Distortion: 0.048918 Distortions/cluster: 1.53521e-05 1.61367e-05 3.52183e-05 4.67605e-05 1.4328e-05 1.67376e-05 4.81569e-35 1.94668e-05 0.0446389 2.80359e-05 1.3999e-05 0.00391362 1.23871e-05 1.75132e-05 3.29828e-05 8.63994e-06 1.29626e-05 3.13587e-05 4.35604e-05 Variance: 8.28978e-06 Variances/cluster: 3.44188e-08 3.38265e-08 6.16586e-08 8.43786e-08 4.74398e-08 4.86515e-08 2.67973e-31 3.42685e-08 0.0422886 4.19035e-08 3.82453e-08 0.00391989 5.8702e-08 3.76591e-08 3.11122e-07 5.8373e-08 2.31427e-07 5.23346e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #220 of 1000; initialization seed = 493578445 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 570725 Distortion: 0.00934873 Distortions/cluster: 3.9446e-05 1.64719e-05 2.21769e-05 1.57843e-05 3.36824e-05 2.43786e-05 1.18174e-05 2.20905e-05 0.000300791 1.08283e-34 0.00872182 2.00281e-05 1.80452e-05 1.96949e-05 3.25482e-05 0 2.81057e-05 1.27749e-35 2.18494e-05 Variance: 1.58426e-06 Variances/cluster: 3.37107e-07 3.41712e-08 4.90598e-08 3.49179e-08 5.91764e-08 7.18907e-08 6.1225e-08 7.29005e-08 1.87971e-05 0 0.156503 3.45868e-08 3.79861e-08 6.41321e-08 6.08182e-08 0 4.19452e-08 0 5.31568e-08 -------------------------------------------------------------- Initialization seed trial #221 of 1000; initialization seed = 493578446 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 556073 Distortion: 0.0130023 Distortions/cluster: 1.21921e-05 2.21248e-05 1.89394e-05 2.13003e-05 0.00391362 0 3.26327e-05 4.35604e-05 2.85014e-05 2.50544e-05 2.07813e-05 3.82031e-05 3.36824e-05 1.99357e-05 1.57059e-05 4.81569e-35 1.66734e-05 0.00872182 1.76036e-05 Variance: 2.20341e-06 Variances/cluster: 6.18836e-08 4.92715e-08 6.33222e-08 7.29408e-08 0.00391989 0 6.08624e-08 2.7222e-06 4.18486e-08 7.2389e-08 5.00708e-08 3.15692e-07 5.91764e-08 3.46066e-08 3.47444e-08 2.67973e-31 3.4375e-08 0.156503 3.78536e-08 -------------------------------------------------------------- Initialization seed trial #222 of 1000; initialization seed = 493578447 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 72 BIC score: 690401 Distortion: 0.000653922 Distortions/cluster: 4.77407e-05 4.11166e-05 2.37044e-35 4.12327e-05 1.07598e-05 2.0928e-05 2.49411e-05 9.64317e-35 0 0.000300791 1.22116e-05 3.73008e-05 4.70304e-05 1.08283e-34 1.69776e-05 1.13864e-05 4.15046e-05 1.27749e-35 0 Variance: 1.10815e-07 Variances/cluster: 4.88603e-08 6.14545e-08 0 4.80514e-08 5.46008e-08 4.65952e-08 5.82544e-08 6.86694e-32 0 1.87971e-05 5.10782e-08 4.04528e-08 7.99773e-08 0 7.444e-08 5.47247e-08 3.37398e-07 0 0 -------------------------------------------------------------- Initialization seed trial #223 of 1000; initialization seed = 493578448 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 571081 Distortion: 0.00935959 Distortions/cluster: 1.83271e-05 1.86364e-05 1.14099e-05 4.67043e-05 1.27749e-35 3.57241e-05 0.000278885 0 0.00872182 3.97092e-05 3.05081e-05 1.46058e-05 3.15127e-05 1.08283e-34 3.42137e-05 1.07676e-05 2.29277e-05 2.32769e-05 2.05592e-05 Variance: 1.5861e-06 Variances/cluster: 6.99286e-08 4.3631e-08 5.48379e-08 2.74699e-06 0 2.95206e-07 1.67989e-06 0 0.156503 7.32586e-08 5.17918e-08 6.18693e-08 4.33424e-08 0 3.95043e-08 4.89279e-08 3.6857e-08 5.87606e-08 4.10323e-08 -------------------------------------------------------------- Initialization seed trial #224 of 1000; initialization seed = 493578449 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 73 BIC score: 555984 Distortion: 0.0130014 Distortions/cluster: 1.55957e-05 2.29494e-05 2.90113e-05 0.00391362 2.94707e-05 1.90592e-05 1.61283e-05 2.1099e-05 0 4.81569e-35 3.57241e-05 2.25077e-05 2.0426e-05 2.40201e-05 1.79548e-05 2.84588e-05 1.68066e-05 0.00872182 4.67043e-05 Variance: 2.20325e-06 Variances/cluster: 5.97345e-08 4.79068e-08 4.21028e-08 0.00391989 6.28322e-08 4.62452e-08 3.54436e-08 7.05431e-08 0 2.67973e-31 2.95206e-07 5.93676e-08 3.5032e-08 6.03328e-08 3.83612e-08 7.48856e-08 3.43664e-08 0.156503 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #225 of 1000; initialization seed = 493578450 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 556225 Distortion: 0.0130106 Distortions/cluster: 1.79171e-05 1.35274e-05 2.00614e-05 1.08864e-05 2.81897e-05 3.6415e-05 1.49105e-05 1.41206e-05 1.90885e-05 1.601e-05 4.81569e-35 0 3.9511e-05 0.00391362 3.53674e-05 4.35604e-05 4.90368e-05 0.00872182 1.65241e-05 Variance: 2.20481e-06 Variances/cluster: 3.79563e-08 9.52557e-08 3.46444e-08 6.11545e-08 4.1883e-08 3.13886e-07 4.188e-08 5.43058e-08 4.55531e-08 3.51838e-08 2.67973e-31 0 6.81007e-08 0.00391989 5.95215e-08 2.7222e-06 8.51064e-08 0.156503 3.42083e-08 -------------------------------------------------------------- Initialization seed trial #226 of 1000; initialization seed = 493578451 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 70 BIC score: 511398 Distortion: 0.035992 Distortions/cluster: 2.23091e-05 3.33853e-05 2.37044e-35 2.11957e-05 2.31325e-05 2.35247e-05 2.86463e-05 1.92403e-05 2.2302e-05 4.81569e-35 1.08283e-34 1.27749e-35 3.57241e-05 2.11141e-05 3.11248e-05 4.67043e-05 1.44798e-05 0.0356196 2.95988e-05 Variance: 6.09931e-06 Variances/cluster: 5.66035e-08 3.89981e-08 0 7.11044e-08 5.91436e-08 4.86004e-08 7.5181e-08 3.98312e-08 3.63182e-08 2.67973e-31 0 0 2.95206e-07 5.06169e-08 4.31652e-08 2.74699e-06 5.81331e-08 0.035575 6.24396e-08 -------------------------------------------------------------- Initialization seed trial #227 of 1000; initialization seed = 493578452 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 501139 Distortion: 0.0452888 Distortions/cluster: 0.0446389 8.03927e-05 0.000300791 1.2196e-05 1.32174e-05 1.32705e-05 1.94668e-05 1.55149e-05 1.08283e-34 1.60394e-05 3.6115e-05 5.58146e-06 1.66253e-05 5.68468e-05 1.74039e-05 1.35674e-05 2.77049e-05 1.27749e-35 5.10661e-06 Variance: 7.67476e-06 Variances/cluster: 0.0422886 9.47727e-08 1.87971e-05 4.48345e-08 2.20239e-07 6.63478e-08 3.42685e-08 3.45513e-08 0 3.37641e-08 3.37485e-07 5.81353e-08 4.87502e-08 6.54704e-08 3.75857e-08 3.87608e-08 4.14088e-08 0 4.36425e-08 -------------------------------------------------------------- Initialization seed trial #228 of 1000; initialization seed = 493578453 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 570984 Distortion: 0.00934998 Distortions/cluster: 2.50544e-05 2.98982e-05 0 1.87118e-05 3.36824e-05 3.93166e-05 2.04898e-05 1.27749e-35 3.26327e-05 1.35743e-05 1.50597e-05 1.84268e-05 0.000300791 0.00872182 3.10779e-05 1.08283e-34 1.89394e-05 2.13826e-05 9.12399e-06 Variance: 1.58447e-06 Variances/cluster: 7.2389e-08 4.30153e-08 0 5.04317e-08 5.91764e-08 3.38897e-07 5.50751e-08 0 6.08624e-08 4.63248e-08 6.63372e-08 3.83854e-08 1.87971e-05 0.156503 3.75758e-08 0 6.33222e-08 3.5693e-08 5.92416e-08 -------------------------------------------------------------- Initialization seed trial #229 of 1000; initialization seed = 493578454 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 66 BIC score: 572199 Distortion: 0.00909896 Distortions/cluster: 2.0412e-05 2.34269e-05 0.00872182 1.63126e-05 1.80876e-05 4.81569e-35 3.33079e-05 1.64986e-05 2.90113e-05 4.35604e-05 2.50039e-05 3.82031e-05 2.84588e-05 1.08283e-34 3.38285e-05 2.94707e-05 1.27749e-35 0 2.15545e-05 Variance: 1.54193e-06 Variances/cluster: 3.50681e-08 4.88016e-08 0.156503 3.36313e-08 3.85626e-08 2.67973e-31 8.00416e-08 3.59414e-08 4.21028e-08 2.7222e-06 5.82649e-08 3.15692e-07 7.48856e-08 0 7.48182e-08 6.28322e-08 0 0 4.75663e-08 -------------------------------------------------------------- Initialization seed trial #230 of 1000; initialization seed = 493578455 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 603094 Distortion: 0.00456649 Distortions/cluster: 0.000300791 0 5.68468e-05 2.37044e-35 1.6071e-05 1.32174e-05 1.19424e-05 1.51205e-05 0.00391362 1.39029e-05 1.13353e-05 3.56628e-05 1.91745e-05 1.47801e-05 8.03927e-05 2.71719e-05 1.54068e-05 2.10493e-05 9.64317e-35 Variance: 7.7385e-07 Variances/cluster: 1.87971e-05 0 6.54704e-08 0 3.66047e-08 2.20239e-07 4.32647e-08 3.10447e-08 0.00391989 3.24806e-08 6.12668e-08 3.36402e-07 4.50066e-08 3.3512e-08 9.47727e-08 4.16073e-08 5.90253e-08 5.18414e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #231 of 1000; initialization seed = 493578456 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 497011 Distortion: 0.0489132 Distortions/cluster: 4.81569e-35 2.18028e-05 8.06767e-06 2.28773e-05 2.57342e-05 1.3641e-05 1.17987e-05 1.8968e-05 0.00391362 2.91563e-05 0.0446389 1.22525e-05 1.60269e-05 2.84529e-05 4.35604e-05 2.5844e-05 1.85893e-05 3.54726e-05 2.84588e-05 Variance: 8.28898e-06 Variances/cluster: 2.67973e-31 4.61882e-08 1.68026e-07 6.62902e-08 4.70307e-08 3.29463e-08 3.27712e-08 3.39888e-08 0.00391989 5.54124e-08 0.0422886 4.39116e-08 3.65043e-08 6.22552e-08 2.7222e-06 3.97565e-08 6.32085e-08 3.13883e-07 7.48856e-08 -------------------------------------------------------------- Initialization seed trial #232 of 1000; initialization seed = 493578457 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 572526 Distortion: 0.00909528 Distortions/cluster: 4.81569e-35 2.47719e-05 3.32979e-05 1.22558e-05 0 2.95988e-05 2.25984e-05 2.34603e-05 3.57241e-05 3.1127e-05 0.00872182 2.86463e-05 2.50588e-05 1.08283e-34 1.27517e-05 1.90914e-05 4.67043e-05 2.83743e-05 1.27749e-35 Variance: 1.54131e-06 Variances/cluster: 2.67973e-31 7.32667e-08 3.89415e-08 5.6201e-08 0 6.24396e-08 3.66221e-08 4.85677e-08 2.95206e-07 4.32281e-08 0.156503 7.5181e-08 5.51779e-08 0 5.22441e-08 3.95229e-08 2.74699e-06 5.7303e-08 0 -------------------------------------------------------------- Initialization seed trial #233 of 1000; initialization seed = 493578458 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 602768 Distortion: 0.0045693 Distortions/cluster: 1.23569e-05 1.80968e-05 2.19517e-05 9.64317e-35 2.28553e-05 0.00391362 1.16404e-05 1.79513e-05 1.69003e-05 4.07002e-05 1.11166e-05 7.80506e-05 1.45611e-05 2.44304e-05 4.67043e-05 0 2.37044e-35 0.000293364 2.49934e-05 Variance: 7.74326e-07 Variances/cluster: 5.58955e-08 7.23647e-08 4.09507e-08 6.86694e-32 3.67998e-08 0.00391989 6.15842e-08 4.24242e-08 6.32921e-08 4.37598e-08 4.98341e-08 1.12943e-07 5.99035e-08 6.23019e-08 2.74699e-06 0 0 6.82186e-07 5.35143e-08 -------------------------------------------------------------- Initialization seed trial #234 of 1000; initialization seed = 493578459 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 571058 Distortion: 0.00935388 Distortions/cluster: 1.08283e-34 3.09436e-05 1.83862e-05 2.3538e-05 1.27749e-35 1.29626e-05 0.000300791 1.84079e-05 2.53128e-05 0 3.55643e-05 2.14607e-05 1.16146e-05 4.78277e-05 3.45671e-05 0.00872182 2.23686e-05 1.54788e-05 1.2836e-05 Variance: 1.58513e-06 Variances/cluster: 0 5.21643e-08 4.67799e-08 4.0579e-08 0 2.31427e-07 1.87971e-05 5.99561e-08 3.46246e-08 0 3.35473e-07 4.60492e-08 6.21049e-08 8.49246e-08 6.08381e-08 0.156503 4.00837e-08 3.13936e-08 4.53522e-08 -------------------------------------------------------------- Initialization seed trial #235 of 1000; initialization seed = 493578460 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 570725 Distortion: 0.00934873 Distortions/cluster: 1.08283e-34 0.00872182 2.80359e-05 3.36824e-05 1.80452e-05 0 2.21668e-05 1.8854e-05 2.2009e-05 3.26327e-05 2.00141e-05 2.51399e-05 0.000300791 1.5766e-05 1.27749e-35 1.19074e-05 2.18494e-05 3.9446e-05 1.65736e-05 Variance: 1.58426e-06 Variances/cluster: 0 0.156503 4.19035e-08 5.91764e-08 3.79861e-08 0 7.29116e-08 6.32482e-08 4.89047e-08 6.08624e-08 3.46224e-08 7.24266e-08 1.87971e-05 3.48005e-08 0 6.13734e-08 5.31568e-08 3.37107e-07 3.43109e-08 -------------------------------------------------------------- Initialization seed trial #236 of 1000; initialization seed = 493578461 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 602422 Distortion: 0.00456726 Distortions/cluster: 7.39729e-05 2.39416e-05 2.01467e-05 2.10477e-05 4.67043e-05 0.00391362 2.40201e-05 1.90592e-05 9.64317e-35 0.000276927 0 2.0586e-05 2.02467e-05 2.335e-05 1.56468e-05 2.57354e-05 2.37044e-35 2.19228e-05 2.03294e-05 Variance: 7.7398e-07 Variances/cluster: 1.13969e-07 6.26536e-08 4.02899e-08 7.06079e-08 2.74699e-06 0.00391989 6.03328e-08 4.62452e-08 6.86694e-32 1.93639e-06 0 6.41259e-08 3.98523e-08 5.33056e-08 5.97016e-08 5.70582e-08 0 4.06692e-08 3.49261e-08 -------------------------------------------------------------- Initialization seed trial #237 of 1000; initialization seed = 493578462 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 572360 Distortion: 0.00910286 Distortions/cluster: 4.67043e-05 1.6941e-05 4.67839e-05 2.17607e-05 1.60884e-05 2.01039e-05 2.80572e-05 0.00872182 3.67128e-05 4.07957e-05 1.66199e-05 1.08283e-34 0 1.14208e-05 4.81569e-35 1.80982e-05 3.57241e-05 2.52294e-05 1.27749e-35 Variance: 1.5426e-06 Variances/cluster: 2.74699e-06 6.36833e-08 8.44208e-08 4.8896e-08 3.52012e-08 3.46578e-08 4.17481e-08 0.156503 5.98708e-08 6.98334e-08 3.43357e-08 0 0 6.13969e-08 2.67973e-31 3.80977e-08 2.95206e-07 5.65636e-08 0 -------------------------------------------------------------- Initialization seed trial #238 of 1000; initialization seed = 493578463 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 603542 Distortion: 0.0045668 Distortions/cluster: 1.64806e-05 3.82073e-05 1.00044e-05 0.00391362 9.64317e-35 2.37044e-35 5.62555e-05 2.13224e-05 8.03927e-05 1.0481e-05 8.5278e-06 9.84321e-06 0 0.000296857 1.29321e-05 1.82738e-05 1.31913e-05 2.94418e-05 3.09643e-05 Variance: 7.73902e-07 Variances/cluster: 4.84679e-08 3.67338e-07 8.47769e-08 0.00391989 6.86694e-32 0 6.4939e-08 3.56521e-08 9.47727e-08 5.2401e-08 5.84046e-08 3.05663e-08 0 1.9788e-05 2.22906e-07 3.81462e-08 4.59591e-08 4.24197e-08 3.75292e-08 -------------------------------------------------------------- Initialization seed trial #239 of 1000; initialization seed = 493578464 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 507158 Distortion: 0.0399327 Distortions/cluster: 0.00391362 9.69236e-06 2.29134e-05 2.27655e-05 9.35423e-06 1.19074e-05 2.18015e-05 1.35332e-05 1.04221e-05 4.67043e-05 1.63854e-05 8.23631e-05 0.0356196 7.24165e-05 2.37044e-35 2.37292e-05 2.23333e-05 1.31967e-05 4.81569e-35 Variance: 6.76711e-06 Variances/cluster: 0.00391989 4.77303e-08 7.27355e-08 4.22324e-08 5.25349e-08 6.13734e-08 6.72663e-08 3.71671e-08 5.31567e-08 2.74699e-06 5.38819e-08 1.08363e-07 0.035575 5.04244e-08 0 5.70362e-08 4.75137e-08 7.20915e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #240 of 1000; initialization seed = 493578465 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 501411 Distortion: 0.0450285 Distortions/cluster: 1.94199e-05 1.45141e-05 1.57328e-05 1.4646e-05 1.08283e-34 1.54068e-05 2.20366e-05 3.34171e-05 1.4561e-05 4.35604e-05 8.03927e-05 1.32174e-05 5.63808e-05 1.13353e-05 1.46287e-05 4.81569e-35 2.03219e-05 0.0446389 1.27749e-35 Variance: 7.63065e-06 Variances/cluster: 3.41859e-08 3.2108e-08 3.64154e-08 3.67952e-08 0 5.90253e-08 5.17248e-08 3.15218e-07 3.45836e-08 2.7222e-06 9.47727e-08 2.20239e-07 6.50086e-08 6.12668e-08 3.48272e-08 2.67973e-31 4.62872e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #241 of 1000; initialization seed = 493578466 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 500952 Distortion: 0.045016 Distortions/cluster: 2.21248e-05 4.07957e-05 4.81569e-35 0.0446389 2.0296e-05 4.67043e-05 2.10119e-05 8.47269e-06 1.08283e-34 3.52542e-05 1.44048e-05 1.24797e-05 3.67128e-05 2.77039e-05 1.16881e-05 1.7295e-05 1.53884e-05 4.67839e-05 1.27749e-35 Variance: 7.62854e-06 Variances/cluster: 4.92715e-08 6.98334e-08 2.67973e-31 0.0422886 4.97405e-08 2.74699e-06 7.32068e-08 3.32224e-08 0 2.93751e-07 3.26612e-08 6.17757e-08 5.98708e-08 4.15938e-08 2.96618e-08 3.74315e-08 3.44229e-08 8.44208e-08 0 -------------------------------------------------------------- Initialization seed trial #242 of 1000; initialization seed = 493578467 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 501229 Distortion: 0.0450059 Distortions/cluster: 1.27749e-35 2.0928e-05 2.34603e-05 4.81569e-35 1.08283e-34 2.27283e-05 4.67043e-05 1.69776e-05 2.9172e-05 3.08879e-05 1.91781e-05 1.07598e-05 0.0446389 3.33197e-05 3.57241e-05 2.86463e-05 2.49411e-05 1.22116e-05 1.13864e-05 Variance: 7.62683e-06 Variances/cluster: 0 4.65952e-08 4.85677e-08 2.67973e-31 0 3.67135e-08 2.74699e-06 7.444e-08 6.16695e-08 4.31358e-08 3.95386e-08 5.46008e-08 0.0422886 3.8967e-08 2.95206e-07 7.5181e-08 5.82544e-08 5.10782e-08 5.47247e-08 -------------------------------------------------------------- Initialization seed trial #243 of 1000; initialization seed = 493578468 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 554713 Distortion: 0.0132692 Distortions/cluster: 8.53582e-06 2.40253e-05 1.41863e-05 3.67128e-05 4.67839e-05 2.89099e-05 8.65386e-06 4.07957e-05 2.90326e-05 9.38737e-06 8.00217e-06 0 1.48622e-05 1.35229e-05 0.00391362 3.93166e-05 1.02221e-05 0.00872182 0.000300791 Variance: 2.24863e-06 Variances/cluster: 3.55628e-08 5.11132e-08 3.43464e-08 5.98708e-08 8.44208e-08 6.20335e-08 2.53014e-08 6.98334e-08 7.5797e-08 3.2036e-08 3.12548e-08 0 3.52154e-08 3.54896e-08 0.00391989 3.38897e-07 2.92027e-08 0.156503 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #244 of 1000; initialization seed = 493578469 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 556057 Distortion: 0.0130026 Distortions/cluster: 0 1.63572e-05 2.43786e-05 1.5897e-05 3.36824e-05 1.9007e-05 2.79733e-05 1.1972e-05 1.96949e-05 2.28699e-05 4.81569e-35 3.25482e-05 1.78271e-05 4.67043e-05 1.97332e-05 2.27635e-05 0.00872182 0.00391362 3.57241e-05 Variance: 2.20345e-06 Variances/cluster: 0 3.40744e-08 7.18907e-08 3.50123e-08 5.91764e-08 4.87315e-08 4.18099e-08 6.2026e-08 6.41321e-08 4.9713e-08 2.67973e-31 6.08182e-08 3.76858e-08 2.74699e-06 3.44345e-08 7.13537e-08 0.156503 0.00391989 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #245 of 1000; initialization seed = 493578470 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 556611 Distortion: 0.0130072 Distortions/cluster: 3.09726e-05 1.23871e-05 4.67605e-05 0 3.52183e-05 0.00872182 1.82675e-05 2.14162e-05 1.29626e-05 3.13587e-05 1.47576e-05 8.63994e-06 4.81569e-35 3.28529e-05 2.99582e-05 0.00391362 1.83669e-05 1.4264e-05 4.35604e-05 Variance: 2.20423e-06 Variances/cluster: 3.75392e-08 5.8702e-08 8.43786e-08 0 6.16586e-08 0.156503 5.15984e-08 3.56896e-08 2.31427e-07 5.23346e-08 4.76013e-08 5.8373e-08 2.67973e-31 3.12848e-07 4.30397e-08 0.00391989 3.83405e-08 3.80342e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #246 of 1000; initialization seed = 493578471 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 69 BIC score: 511295 Distortion: 0.0360004 Distortions/cluster: 3.72912e-05 2.37044e-35 4.81569e-35 2.2009e-05 3.67128e-05 1.78225e-05 4.35604e-05 4.67839e-05 1.67014e-05 4.07957e-05 1.98844e-05 1.08283e-34 1.27749e-35 0.0356196 2.21668e-05 1.58334e-05 1.19074e-05 2.13673e-05 2.80359e-05 Variance: 6.10073e-06 Variances/cluster: 3.15991e-07 0 2.67973e-31 4.89047e-08 5.98708e-08 3.7676e-08 2.7222e-06 8.44208e-08 3.58367e-08 6.98334e-08 3.45176e-08 0 0 0.035575 7.29116e-08 3.34715e-08 6.13734e-08 5.21106e-08 4.19035e-08 -------------------------------------------------------------- Initialization seed trial #247 of 1000; initialization seed = 493578472 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 496424 Distortion: 0.0491682 Distortions/cluster: 3.93166e-05 2.86463e-05 2.89153e-05 0.00391362 1.98034e-05 2.49894e-05 1.78675e-05 9.62403e-06 2.83828e-05 0.0446389 0.000300791 7.98011e-06 1.29089e-05 2.13989e-05 9.76178e-06 1.57308e-05 1.83597e-05 1.60271e-05 1.51423e-05 Variance: 8.33218e-06 Variances/cluster: 3.38897e-07 7.5181e-08 6.17799e-08 0.00391989 3.44966e-08 5.16263e-08 3.42259e-08 5.22877e-08 4.19207e-08 0.0422886 1.87971e-05 4.92441e-08 7.50292e-08 6.00893e-08 5.19077e-08 4.97651e-08 3.84862e-08 3.68407e-08 4.09118e-08 -------------------------------------------------------------- Initialization seed trial #248 of 1000; initialization seed = 493578473 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 710899 Distortion: 0.000408371 Distortions/cluster: 2.19192e-05 0 1.65487e-05 1.69616e-05 9.64317e-35 8.366e-05 1.99942e-05 3.90357e-05 1.27749e-35 2.52955e-05 4.81569e-35 1.79283e-05 2.86923e-05 1.08283e-34 6.73163e-05 1.13353e-05 2.37044e-35 4.35604e-05 1.61238e-05 Variance: 6.92038e-08 Variances/cluster: 4.95864e-08 0 3.42594e-08 6.37606e-08 6.86694e-32 9.74749e-08 3.4648e-08 3.17326e-07 0 5.65847e-08 2.67973e-31 3.81417e-08 4.19442e-08 0 7.54422e-08 6.12668e-08 0 2.7222e-06 3.52017e-08 -------------------------------------------------------------- Initialization seed trial #249 of 1000; initialization seed = 493578474 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 710853 Distortion: 0.000403212 Distortions/cluster: 2.86463e-05 2.07253e-05 0 2.94324e-05 1.8987e-05 1.27749e-35 2.56419e-05 1.08283e-34 3.41628e-05 9.64317e-35 4.81569e-35 2.1474e-05 2.62273e-05 3.33079e-05 2.06598e-05 7.51602e-05 2.37044e-35 2.20832e-05 4.67043e-05 Variance: 6.83295e-08 Variances/cluster: 7.5181e-08 3.99292e-08 0 6.24842e-08 3.93886e-08 0 5.26481e-08 0 7.4731e-08 6.86694e-32 2.67973e-31 4.74936e-08 6.12585e-08 8.00416e-08 3.53118e-08 1.12169e-07 0 4.11963e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #250 of 1000; initialization seed = 493578475 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 556461 Distortion: 0.0129994 Distortions/cluster: 1.73884e-05 2.25855e-05 1.61096e-05 1.62845e-05 1.51571e-05 2.22657e-05 0.00872182 2.98982e-05 2.8329e-05 4.81569e-35 1.92835e-05 0.00391362 4.35604e-05 2.96021e-05 0 2.13224e-05 3.10061e-05 3.28529e-05 1.82738e-05 Variance: 2.20291e-06 Variances/cluster: 7.03925e-08 5.7465e-08 3.97734e-08 4.58676e-08 2.6586e-07 6.58544e-08 0.156503 4.30153e-08 5.10264e-08 2.67973e-31 6.38321e-08 0.00391989 2.7222e-06 5.60466e-08 0 3.56521e-08 3.75344e-08 3.12848e-07 3.81462e-08 -------------------------------------------------------------- Initialization seed trial #251 of 1000; initialization seed = 493578476 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 712651 Distortion: 0.00039456 Distortions/cluster: 4.90368e-05 3.57241e-05 4.81569e-35 2.86463e-05 2.35247e-05 4.67043e-05 3.12289e-05 3.33532e-05 1.92716e-05 2.21981e-05 9.64317e-35 1.08283e-34 3.53035e-05 1.27749e-35 2.37044e-35 0 0 2.95988e-05 3.99696e-05 Variance: 6.68632e-08 Variances/cluster: 8.51064e-08 2.95206e-07 2.67973e-31 7.5181e-08 4.86004e-08 2.74699e-06 4.31898e-08 3.89606e-08 3.98959e-08 3.62672e-08 6.86694e-32 0 5.95142e-08 0 0 0 0 6.24396e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #252 of 1000; initialization seed = 493578477 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 554898 Distortion: 0.0132677 Distortions/cluster: 3.67128e-05 1.53636e-05 7.71671e-06 3.93166e-05 2.78412e-05 4.07957e-05 1.11679e-05 1.86944e-05 2.21501e-05 4.67839e-05 1.70895e-05 0 0.00391362 1.00373e-05 0.00872182 1.11219e-05 0.000300791 1.3002e-05 1.37089e-05 Variance: 2.24839e-06 Variances/cluster: 5.98708e-08 3.42144e-08 3.20158e-08 3.38897e-07 4.18629e-08 6.98334e-08 5.75621e-08 5.59661e-08 6.36447e-08 8.44208e-08 3.72284e-08 0 0.00391989 6.00985e-08 0.156503 2.90357e-08 1.87971e-05 3.74667e-08 3.19526e-08 -------------------------------------------------------------- Initialization seed trial #253 of 1000; initialization seed = 493578478 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 605711 Distortion: 0.00431475 Distortions/cluster: 1.44205e-05 4.35604e-05 1.86026e-05 4.81569e-35 8.366e-05 1.55039e-05 1.92937e-05 0.00391362 2.37044e-35 2.40521e-05 6.64516e-05 3.84962e-05 2.17377e-05 1.43923e-05 0 1.46651e-05 1.45307e-05 9.64317e-35 1.17603e-05 Variance: 7.31189e-07 Variances/cluster: 3.43314e-08 2.7222e-06 6.59616e-08 2.67973e-31 9.74749e-08 3.62208e-08 3.40839e-08 0.00391989 0 5.44121e-08 7.46404e-08 3.18112e-07 5.17518e-08 3.6618e-08 0 3.20871e-08 3.48426e-08 6.86694e-32 6.18911e-08 -------------------------------------------------------------- Initialization seed trial #254 of 1000; initialization seed = 493578479 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 570906 Distortion: 0.00935336 Distortions/cluster: 1.27749e-35 3.20268e-05 0.00872182 2.13826e-05 3.93166e-05 0.000300791 1.3435e-05 1.58348e-05 1.84268e-05 3.10779e-05 3.34685e-05 9.26363e-06 1.80548e-05 2.03725e-05 1.08283e-34 0 2.98982e-05 2.29459e-05 2.52451e-05 Variance: 1.58505e-06 Variances/cluster: 0 7.98418e-08 0.156503 3.5693e-08 3.38897e-07 1.87971e-05 4.61645e-08 6.97517e-08 3.83854e-08 3.75758e-08 7.35339e-08 5.93772e-08 4.82707e-08 5.52051e-08 0 0 4.30153e-08 4.98663e-08 5.81492e-08 -------------------------------------------------------------- Initialization seed trial #255 of 1000; initialization seed = 493578480 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 570627 Distortion: 0.00935936 Distortions/cluster: 1.96949e-05 1.97073e-05 1.78529e-05 1.27749e-35 3.25482e-05 1.08283e-34 3.52542e-05 0.00872182 2.85287e-05 1.64435e-05 0 1.82805e-05 2.43786e-05 2.01498e-05 1.59268e-05 3.36824e-05 4.67043e-05 0.000282571 2.58191e-05 Variance: 1.58606e-06 Variances/cluster: 6.41321e-08 4.68064e-08 3.83072e-08 0 6.08182e-08 0 2.93751e-07 0.156503 4.18887e-08 3.4183e-08 0 6.13389e-08 7.18907e-08 3.47369e-08 3.50009e-08 5.91764e-08 2.74699e-06 9.77674e-07 7.54884e-08 -------------------------------------------------------------- Initialization seed trial #256 of 1000; initialization seed = 493578481 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 525497 Distortion: 0.0259701 Distortions/cluster: 1.53974e-05 8.91383e-06 1.60993e-05 1.38051e-05 2.37044e-35 2.00602e-05 0.000303838 1.46057e-05 1.23653e-05 7.30764e-06 0.00391362 7.56426e-06 1.56193e-05 0.000113219 0 0.0214293 1.50471e-05 1.97679e-05 4.35604e-05 Variance: 4.40097e-06 Variances/cluster: 4.03033e-08 4.16488e-08 7.55781e-08 3.31029e-08 0 4.96498e-08 2.5746e-06 3.60603e-08 3.03045e-08 6.14037e-08 0.00391989 5.25249e-08 3.80925e-08 1.08205e-07 0 3.0691e-05 3.10214e-08 4.69504e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #257 of 1000; initialization seed = 493578482 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 554803 Distortion: 0.0132864 Distortions/cluster: 1.51262e-05 2.10806e-05 7.64395e-06 2.86012e-05 0 2.18774e-05 1.34708e-05 0.00391362 1.61836e-05 2.28066e-05 9.03091e-06 2.206e-05 4.67043e-05 7.41422e-05 1.9007e-05 2.65225e-05 0.000296963 9.6902e-06 0.00872182 Variance: 2.25154e-06 Variances/cluster: 4.07582e-08 3.56653e-08 4.83638e-08 7.50627e-08 0 4.11194e-08 7.65153e-08 0.00391989 5.00881e-08 6.36845e-08 5.10056e-08 4.06223e-08 2.74699e-06 1.14055e-07 3.92673e-08 5.26193e-08 6.65782e-07 5.15271e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #258 of 1000; initialization seed = 493578483 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 556335 Distortion: 0.0130037 Distortions/cluster: 2.16332e-05 1.82488e-05 3.27799e-05 1.89386e-05 1.19338e-05 9.74047e-06 1.90595e-05 0.00391362 0 4.81569e-35 3.05316e-05 3.77306e-05 3.16211e-05 4.35604e-05 2.52237e-05 1.87374e-05 0.00872182 1.51082e-05 3.33687e-05 Variance: 2.20364e-06 Variances/cluster: 3.58125e-08 5.86729e-08 6.07967e-08 6.33195e-08 4.38705e-08 5.97524e-08 4.93723e-08 0.00391989 0 2.67973e-31 4.312e-08 3.14386e-07 3.79571e-08 2.7222e-06 7.24593e-08 3.89513e-08 0.156503 5.92434e-08 5.91449e-08 -------------------------------------------------------------- Initialization seed trial #259 of 1000; initialization seed = 493578484 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 690073 Distortion: 0.000640901 Distortions/cluster: 1.67422e-05 1.48265e-05 1.3301e-05 4.67839e-05 4.07957e-05 1.27749e-35 2.40634e-05 2.10184e-05 1.46891e-05 9.64317e-35 1.08283e-34 0.000300791 2.97833e-05 0 2.55273e-05 3.67128e-05 1.60567e-05 2.37044e-35 3.98094e-05 Variance: 1.08609e-07 Variances/cluster: 3.20695e-08 3.43971e-08 4.49315e-08 8.44208e-08 6.98334e-08 0 7.13991e-08 3.29414e-08 3.70901e-08 6.86694e-32 0 1.87971e-05 6.70741e-08 0 4.98537e-08 5.98708e-08 3.64065e-08 0 3.40212e-07 -------------------------------------------------------------- Initialization seed trial #260 of 1000; initialization seed = 493578485 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 500686 Distortion: 0.0452435 Distortions/cluster: 1.59192e-05 1.79977e-05 3.05004e-05 1.27749e-35 0.0446389 1.8928e-05 1.08283e-34 1.60884e-05 3.25482e-05 0.000280119 1.94117e-05 2.15361e-05 3.36824e-05 2.45348e-05 1.25053e-05 2.0401e-05 2.46633e-05 1.89901e-05 1.67821e-05 Variance: 7.66709e-06 Variances/cluster: 7.5794e-07 3.82079e-08 4.44573e-08 0 0.0422886 4.29168e-08 0 3.52012e-08 6.08182e-08 2.61765e-06 6.38337e-08 5.05501e-08 5.91764e-08 2.72576e-06 6.12955e-08 3.49891e-08 7.20923e-08 7.3886e-08 3.44571e-08 -------------------------------------------------------------- Initialization seed trial #261 of 1000; initialization seed = 493578486 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 64 BIC score: 497075 Distortion: 0.0489091 Distortions/cluster: 1.68447e-05 1.28421e-05 1.19125e-05 1.18622e-05 2.22485e-05 1.61511e-05 4.35604e-05 2.03528e-05 2.11916e-05 2.89534e-05 1.80962e-05 3.27353e-05 0.00391362 0.0446389 2.16073e-05 2.86463e-05 2.80307e-05 4.81569e-35 2.15302e-05 Variance: 8.28827e-06 Variances/cluster: 3.45149e-08 5.28314e-08 5.56482e-08 2.15618e-07 6.6195e-08 3.52613e-08 2.7222e-06 3.49663e-08 4.78211e-08 4.22025e-08 3.84172e-08 3.11731e-07 0.00391989 0.0422886 4.53786e-08 7.5181e-08 6.04062e-08 2.67973e-31 4.48505e-08 -------------------------------------------------------------- Initialization seed trial #262 of 1000; initialization seed = 493578487 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 711268 Distortion: 0.000399917 Distortions/cluster: 2.03348e-05 4.81569e-35 1.08283e-34 2.07027e-05 7.37866e-05 9.64317e-35 2.92997e-05 3.27799e-05 1.27749e-35 2.37044e-35 4.67043e-05 3.44908e-05 2.25566e-05 1.89788e-05 2.51848e-05 0 2.02324e-05 2.49718e-05 2.98939e-05 Variance: 6.77711e-08 Variances/cluster: 4.04234e-08 2.67973e-31 0 3.52645e-08 1.15824e-07 6.86694e-32 6.10362e-08 6.07967e-08 0 0 2.74699e-06 6.09179e-08 4.09337e-08 6.34539e-08 7.23474e-08 0 3.97457e-08 5.30138e-08 7.58668e-08 -------------------------------------------------------------- Initialization seed trial #263 of 1000; initialization seed = 493578488 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 688396 Distortion: 0.000675354 Distortions/cluster: 2.88994e-05 9.7125e-05 4.67043e-05 0.000299233 1.4742e-05 1.57133e-05 1.01134e-05 0 3.76561e-05 1.69975e-05 1.17179e-05 2.87715e-05 1.09519e-05 9.64317e-35 1.08283e-34 4.27712e-05 1.27749e-35 1.39567e-05 2.37044e-35 Variance: 1.14447e-07 Variances/cluster: 5.60016e-08 9.98112e-08 2.74699e-06 6.14392e-07 4.38609e-08 5.4166e-08 4.88413e-08 0 4.62554e-08 7.23073e-08 5.68649e-08 7.51155e-08 5.44694e-08 6.86694e-32 0 4.4503e-08 0 5.0735e-08 0 -------------------------------------------------------------- Initialization seed trial #264 of 1000; initialization seed = 493578489 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 500388 Distortion: 0.045255 Distortions/cluster: 0.0446389 2.20988e-05 2.27217e-05 1.57995e-05 1.08283e-34 1.53295e-05 2.38743e-05 2.8329e-05 3.55643e-05 1.87447e-05 1.45864e-05 1.40639e-05 2.43971e-05 1.92112e-05 2.96853e-05 0.000300791 1.27749e-35 1.55674e-05 1.52812e-05 Variance: 7.66903e-06 Variances/cluster: 0.0422886 4.35835e-08 6.62233e-08 3.64853e-08 0 2.64248e-07 5.38879e-08 5.10264e-08 3.35473e-07 6.33065e-08 3.45619e-08 3.132e-08 7.19622e-08 3.40584e-08 5.60978e-08 1.87971e-05 0 3.7873e-08 3.57006e-08 -------------------------------------------------------------- Initialization seed trial #265 of 1000; initialization seed = 493578490 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 500855 Distortion: 0.0450048 Distortions/cluster: 1.58203e-05 1.69292e-05 2.04028e-05 2.95309e-05 2.84511e-05 1.08283e-34 3.57241e-05 2.02889e-05 2.11957e-05 2.84588e-05 0.0446389 4.81569e-35 4.67043e-05 1.44798e-05 1.27749e-35 1.86632e-05 2.34427e-05 2.295e-05 2.28296e-05 Variance: 7.62664e-06 Variances/cluster: 3.51531e-08 3.4476e-08 3.49921e-08 6.28266e-08 4.18363e-08 0 2.95206e-07 4.78358e-08 7.11044e-08 7.48856e-08 0.0422886 2.67973e-31 2.74699e-06 5.81331e-08 0 3.89591e-08 5.97836e-08 4.7908e-08 5.91246e-08 -------------------------------------------------------------- Initialization seed trial #266 of 1000; initialization seed = 493578491 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 554700 Distortion: 0.0132687 Distortions/cluster: 0.00391362 1.00391e-05 0.00872182 1.24257e-05 9.81424e-06 1.18866e-05 4.75489e-05 2.86463e-05 1.2448e-05 3.93166e-05 4.04474e-05 3.62982e-05 0 2.40976e-05 1.31461e-05 0.000300791 7.91096e-06 9.46742e-06 2.89874e-05 Variance: 2.24855e-06 Variances/cluster: 0.00391989 3.77376e-08 0.156503 3.36711e-08 2.95576e-08 3.16947e-08 8.47307e-08 7.5181e-08 2.90816e-08 3.38897e-07 6.93558e-08 5.97798e-08 0 5.10496e-08 3.51465e-08 1.87971e-05 3.01919e-08 3.20893e-08 6.27382e-08 -------------------------------------------------------------- Initialization seed trial #267 of 1000; initialization seed = 493578492 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 571001 Distortion: 0.0093588 Distortions/cluster: 3.36824e-05 1.49631e-05 3.27049e-05 2.20579e-05 1.27749e-35 3.10191e-05 3.72859e-05 4.35604e-05 2.36116e-05 0 1.47498e-05 0.000279005 0.00872182 1.08283e-34 2.12958e-05 1.09953e-05 1.94952e-05 1.90323e-05 3.35214e-05 Variance: 1.58597e-06 Variances/cluster: 5.91764e-08 6.92682e-08 3.86549e-08 3.60381e-08 0 4.31984e-08 3.13291e-07 2.7222e-06 6.96288e-08 0 5.76119e-08 1.09835e-06 0.156503 0 4.72147e-08 6.10801e-08 6.41085e-08 3.94822e-08 6.22874e-08 -------------------------------------------------------------- Initialization seed trial #268 of 1000; initialization seed = 493578493 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 605665 Distortion: 0.00428756 Distortions/cluster: 2.295e-05 1.94117e-05 4.67043e-05 1.67821e-05 2.95309e-05 2.37044e-35 0.00391362 4.81569e-35 0 3.33687e-05 1.81915e-05 2.84588e-05 9.64317e-35 1.61511e-05 3.57241e-05 2.46633e-05 3.28638e-05 2.87222e-05 2.04156e-05 Variance: 7.26582e-07 Variances/cluster: 4.7908e-08 6.38337e-08 2.74699e-06 3.44571e-08 6.28266e-08 0 0.00391989 2.67973e-31 0 5.91449e-08 3.87016e-08 7.48856e-08 6.86694e-32 3.52613e-08 2.95206e-07 7.20923e-08 6.08393e-08 4.19266e-08 3.50141e-08 -------------------------------------------------------------- Initialization seed trial #269 of 1000; initialization seed = 493578494 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 497001 Distortion: 0.0489237 Distortions/cluster: 2.78362e-05 3.6415e-05 1.40036e-05 1.56444e-05 1.7295e-05 1.15555e-05 3.67128e-05 0.00391362 4.67839e-05 0.0446389 4.81569e-35 4.35604e-05 8.5378e-06 1.09254e-05 1.41508e-05 1.8744e-05 1.42295e-05 3.98577e-05 1.4902e-05 Variance: 8.29075e-06 Variances/cluster: 4.17297e-08 3.13886e-07 9.86083e-08 3.46086e-08 3.74315e-08 2.9475e-08 5.98708e-08 0.00391989 8.44208e-08 0.0422886 2.67973e-31 2.7222e-06 3.33469e-08 6.10307e-08 5.44218e-08 4.52714e-08 3.25589e-08 6.84621e-08 4.18562e-08 -------------------------------------------------------------- Initialization seed trial #270 of 1000; initialization seed = 493578495 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 572480 Distortion: 0.0090986 Distortions/cluster: 4.81569e-35 3.06463e-05 2.50039e-05 1.27749e-35 3.82031e-05 4.35604e-05 0 1.9419e-05 3.33079e-05 2.15545e-05 2.24305e-05 3.26527e-05 3.38285e-05 2.21746e-05 1.08283e-34 1.25053e-05 2.27061e-05 0.00872182 1.8786e-05 Variance: 1.54187e-06 Variances/cluster: 2.67973e-31 4.30994e-08 5.82649e-08 0 3.15692e-07 2.7222e-06 0 7.41129e-08 8.00416e-08 4.75663e-08 5.07431e-08 3.85931e-08 7.48182e-08 3.61697e-08 0 6.12955e-08 5.02305e-08 0.156503 3.88907e-08 -------------------------------------------------------------- Initialization seed trial #271 of 1000; initialization seed = 493578496 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 570744 Distortion: 0.00935872 Distortions/cluster: 1.46677e-05 2.49026e-05 0.000300791 3.98094e-05 1.08283e-34 1.17107e-05 0.00872182 4.07957e-05 3.67128e-05 1.60771e-05 1.80725e-05 2.08163e-05 0 8.14885e-06 1.57525e-05 1.27749e-35 4.67839e-05 1.41401e-05 2.77229e-05 Variance: 1.58596e-06 Variances/cluster: 3.0682e-08 5.59562e-08 1.87971e-05 3.40212e-07 0 6.19564e-08 0.156503 6.98334e-08 5.98708e-08 3.65355e-08 6.38557e-08 4.99147e-08 0 3.9362e-08 3.41673e-08 0 8.44208e-08 3.26533e-08 4.18106e-08 -------------------------------------------------------------- Initialization seed trial #272 of 1000; initialization seed = 493578497 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 554767 Distortion: 0.013275 Distortions/cluster: 1.55765e-05 1.30239e-05 1.35121e-05 4.67043e-05 4.07957e-05 2.11843e-05 1.53724e-05 0.00391362 0.000272411 2.15523e-05 1.1772e-05 3.67128e-05 3.55836e-05 0.00872182 1.39676e-05 0 2.22693e-05 1.23032e-05 4.67839e-05 Variance: 2.24961e-06 Variances/cluster: 3.10873e-08 4.73547e-08 3.2635e-08 2.74699e-06 6.98334e-08 4.43147e-08 3.59978e-08 0.00391989 1.95962e-06 7.28061e-08 3.42177e-08 5.98708e-08 2.96496e-07 0.156503 3.38991e-08 0 6.98041e-08 3.03008e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #273 of 1000; initialization seed = 493578498 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 556464 Distortion: 0.0129975 Distortions/cluster: 3.32602e-05 0.00391362 1.56942e-05 2.11642e-05 1.89894e-05 4.35604e-05 0.00872182 2.33896e-05 3.09386e-05 2.25383e-05 1.79801e-05 4.81569e-35 3.33141e-05 1.54396e-05 2.2848e-05 1.88152e-05 1.64276e-05 2.76979e-05 0 Variance: 2.20259e-06 Variances/cluster: 3.88975e-08 0.00391989 2.6595e-07 4.39051e-08 3.93116e-08 2.7222e-06 0.156503 5.09537e-08 4.29069e-08 3.65839e-08 4.89761e-08 2.67973e-31 3.14247e-07 5.95931e-08 5.73888e-08 6.39772e-08 4.06492e-08 7.28833e-08 0 -------------------------------------------------------------- Initialization seed trial #274 of 1000; initialization seed = 493578499 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 572589 Distortion: 0.00910446 Distortions/cluster: 2.24267e-05 2.13826e-05 3.67128e-05 4.67839e-05 1.87815e-05 4.07957e-05 4.67043e-05 3.10061e-05 1.01107e-05 0 1.14097e-05 1.08283e-34 1.27749e-35 4.81569e-35 1.812e-05 3.57241e-05 2.96398e-05 0.00872182 1.30463e-05 Variance: 1.54287e-06 Variances/cluster: 6.44395e-08 3.5693e-08 5.98708e-08 8.44208e-08 5.44342e-08 6.98334e-08 2.74699e-06 3.75344e-08 6.01776e-08 0 5.79128e-08 0 0 2.67973e-31 3.79044e-08 2.95206e-07 4.27666e-08 0.156503 3.65412e-08 -------------------------------------------------------------- Initialization seed trial #275 of 1000; initialization seed = 493578500 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 500488 Distortion: 0.045262 Distortions/cluster: 1.27749e-35 3.55643e-05 1.87804e-05 1.42934e-05 1.74428e-05 2.05755e-05 1.52613e-05 1.4604e-05 4.67605e-05 3.52183e-05 1.49505e-05 1.08283e-34 0.0446389 1.71314e-05 3.13587e-05 1.15606e-05 1.35251e-05 1.52407e-05 0.000300791 Variance: 7.67022e-06 Variances/cluster: 0 3.35473e-07 3.35926e-08 3.54643e-08 5.95273e-08 4.63373e-08 3.2194e-08 2.56158e-07 8.43786e-08 6.16586e-08 3.59352e-08 0 0.0422886 4.21917e-08 5.23346e-08 6.21483e-08 3.42379e-08 3.62843e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #276 of 1000; initialization seed = 493578501 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 500186 Distortion: 0.0452701 Distortions/cluster: 8.6371e-06 2.86917e-05 1.77598e-05 2.3009e-05 4.67043e-05 3.57241e-05 2.03826e-05 2.31671e-05 2.3559e-05 0.0446389 2.11957e-05 0.000296903 1.60984e-05 1.17326e-05 1.08283e-34 1.27749e-35 1.44798e-05 1.45516e-05 2.86012e-05 Variance: 7.6716e-06 Variances/cluster: 3.38671e-08 4.19433e-08 3.81894e-08 5.91302e-08 2.74699e-06 2.95206e-07 4.86301e-08 5.87803e-08 4.7686e-08 0.0422886 7.11044e-08 6.77805e-07 3.50697e-08 2.99267e-08 0 0 5.81331e-08 3.27709e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #277 of 1000; initialization seed = 493578502 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 555204 Distortion: 0.0132664 Distortions/cluster: 3.13587e-05 1.4264e-05 0.00391362 1.40208e-05 0.000297402 1.80047e-05 1.47576e-05 1.45813e-05 8.63994e-06 1.83303e-05 4.67605e-05 2.74769e-05 4.35604e-05 2.09362e-05 1.23871e-05 0 0.00872182 1.32802e-05 3.52183e-05 Variance: 2.24816e-06 Variances/cluster: 5.23346e-08 3.80342e-08 0.00391989 3.49612e-08 2.94423e-06 5.1882e-08 4.76013e-08 3.53884e-08 5.8373e-08 4.12809e-08 8.43786e-08 3.60558e-08 2.7222e-06 3.54209e-08 5.8702e-08 0 0.156503 2.32938e-07 6.16586e-08 -------------------------------------------------------------- Initialization seed trial #278 of 1000; initialization seed = 493578503 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 711606 Distortion: 0.000399969 Distortions/cluster: 2.29397e-05 3.48071e-05 4.67043e-05 1.94952e-05 3.35214e-05 9.64317e-35 2.58511e-05 7.69665e-05 0 2.2358e-05 4.06528e-05 2.37044e-35 1.27749e-35 2.4277e-05 4.81569e-35 2.36116e-05 1.15575e-05 1.08283e-34 1.72269e-05 Variance: 6.77799e-08 Variances/cluster: 4.14035e-08 6.09382e-08 2.74699e-06 6.41085e-08 6.22874e-08 6.86694e-32 5.61933e-08 1.15382e-07 0 3.63502e-08 4.37089e-08 0 0 5.41849e-08 2.67973e-31 6.96288e-08 6.17997e-08 0 6.3563e-08 -------------------------------------------------------------- Initialization seed trial #279 of 1000; initialization seed = 493578504 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 690557 Distortion: 0.000633812 Distortions/cluster: 1.08283e-34 2.85228e-05 2.43221e-05 1.27749e-35 0 0.000300791 3.33687e-05 3.93166e-05 1.89386e-05 2.52237e-05 3.27799e-05 2.9099e-05 2.96888e-05 9.64317e-35 1.629e-05 1.63126e-05 1.84926e-05 2.0665e-05 2.37044e-35 Variance: 1.07408e-07 Variances/cluster: 0 4.20653e-08 5.17444e-08 0 0 1.87971e-05 5.91449e-08 3.38897e-07 6.33195e-08 7.24593e-08 6.07967e-08 6.13853e-08 7.57307e-08 6.86694e-32 3.5799e-08 3.36313e-08 3.86029e-08 3.52604e-08 0 -------------------------------------------------------------- Initialization seed trial #280 of 1000; initialization seed = 493578505 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 690446 Distortion: 0.000649266 Distortions/cluster: 4.11166e-05 2.15276e-05 0.000300791 1.08283e-34 4.12327e-05 2.37044e-35 4.77407e-05 4.15046e-05 1.5909e-05 1.5215e-05 7.91654e-06 9.45186e-06 1.27749e-35 9.63702e-06 0 9.64317e-35 3.73008e-05 1.28918e-05 4.70304e-05 Variance: 1.10026e-07 Variances/cluster: 6.14545e-08 5.99456e-08 1.87971e-05 0 4.80514e-08 0 4.88603e-08 3.37398e-07 5.01701e-08 4.09973e-08 4.91552e-08 5.19166e-08 0 5.15183e-08 0 6.86694e-32 4.04528e-08 7.5368e-08 7.99773e-08 -------------------------------------------------------------- Initialization seed trial #281 of 1000; initialization seed = 493578506 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 603038 Distortion: 0.00455071 Distortions/cluster: 3.15808e-05 9.64317e-35 1.87865e-05 1.98319e-05 0 2.21076e-05 1.52046e-05 1.34905e-05 4.35604e-05 0.00391362 3.27148e-05 1.96949e-05 1.49551e-05 3.6415e-05 2.43786e-05 3.36824e-05 2.37044e-35 3.0578e-05 0.000280102 Variance: 7.71175e-07 Variances/cluster: 5.92321e-08 6.86694e-32 3.86517e-08 4.67691e-08 0 3.61784e-08 4.15391e-08 1.01424e-07 2.7222e-06 0.00391989 3.86209e-08 6.41321e-08 6.53007e-08 3.13886e-07 7.18907e-08 5.91764e-08 0 4.32465e-08 1.29069e-06 -------------------------------------------------------------- Initialization seed trial #282 of 1000; initialization seed = 493578507 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 96 BIC score: 505952 Distortion: 0.0401668 Distortions/cluster: 1.38237e-05 2.18428e-05 1.41621e-05 1.47121e-05 3.53035e-05 2.13905e-05 3.99696e-05 1.95443e-05 0.00391362 0.0356196 2.37044e-35 1.50872e-05 1.20547e-05 2.16136e-05 3.93166e-05 0.000300791 1.49995e-05 0 4.90368e-05 Variance: 6.80678e-06 Variances/cluster: 3.12021e-08 4.91914e-08 3.47079e-08 3.59679e-08 5.95142e-08 7.32495e-08 6.86544e-08 3.43445e-08 0.00391989 0.035575 0 3.61767e-08 6.14985e-08 5.23285e-08 3.38897e-07 1.87971e-05 3.52069e-08 0 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #283 of 1000; initialization seed = 493578508 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 572448 Distortion: 0.0090988 Distortions/cluster: 1.1972e-05 2.29571e-05 2.99534e-05 1.08283e-34 0 2.60819e-05 2.36815e-05 1.27749e-35 4.81569e-35 2.0165e-05 3.14446e-05 3.32054e-05 3.57241e-05 0.00872182 1.86542e-05 2.30018e-05 3.16589e-05 4.67043e-05 2.1778e-05 Variance: 1.54191e-06 Variances/cluster: 6.2026e-08 5.05499e-08 4.2848e-08 0 0 5.76844e-08 4.94354e-08 0 2.67973e-31 5.0917e-08 7.95811e-08 7.39309e-08 2.95206e-07 0.156503 3.86178e-08 7.12076e-08 3.80026e-08 2.74699e-06 3.59332e-08 -------------------------------------------------------------- Initialization seed trial #284 of 1000; initialization seed = 493578509 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 555831 Distortion: 0.0130055 Distortions/cluster: 1.58933e-05 2.79839e-05 0.00391362 3.38285e-05 1.93873e-05 1.42116e-05 0.00872182 3.57241e-05 1.55394e-05 4.67043e-05 0 2.50039e-05 2.84994e-05 2.15545e-05 1.38587e-05 2.33491e-05 3.33079e-05 4.81569e-35 1.51746e-05 Variance: 2.20394e-06 Variances/cluster: 3.65332e-08 7.46177e-08 0.00391989 7.48182e-08 3.41887e-08 3.39149e-08 0.156503 2.95206e-07 3.81765e-08 2.74699e-06 0 5.82649e-08 6.36095e-08 4.75663e-08 3.13518e-08 4.78422e-08 8.00416e-08 2.67973e-31 3.52867e-08 -------------------------------------------------------------- Initialization seed trial #285 of 1000; initialization seed = 493578510 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 556225 Distortion: 0.0130106 Distortions/cluster: 1.08864e-05 4.81569e-35 1.41206e-05 0 1.49105e-05 1.35274e-05 3.9511e-05 3.6415e-05 1.90885e-05 0.00391362 2.00614e-05 2.81897e-05 1.601e-05 1.79171e-05 4.35604e-05 4.90368e-05 0.00872182 1.65241e-05 3.53674e-05 Variance: 2.20481e-06 Variances/cluster: 6.11545e-08 2.67973e-31 5.43058e-08 0 4.188e-08 9.52557e-08 6.81007e-08 3.13886e-07 4.55531e-08 0.00391989 3.46444e-08 4.1883e-08 3.51838e-08 3.79563e-08 2.7222e-06 8.51064e-08 0.156503 3.42083e-08 5.95215e-08 -------------------------------------------------------------- Initialization seed trial #286 of 1000; initialization seed = 493578511 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 690851 Distortion: 0.000632349 Distortions/cluster: 0.000300791 2.95988e-05 9.64317e-35 2.86463e-05 2.39886e-05 1.44798e-05 1.08283e-34 3.32645e-05 2.11141e-05 4.08979e-05 2.11957e-05 2.27283e-05 2.23091e-05 2.37044e-35 1.93494e-05 0 1.27749e-35 2.31325e-05 3.08525e-05 Variance: 1.0716e-07 Variances/cluster: 1.87971e-05 6.24396e-08 6.86694e-32 7.5181e-08 4.94565e-08 5.81331e-08 0 3.8948e-08 5.06169e-08 3.37961e-07 7.11044e-08 3.67135e-08 5.66035e-08 0 3.95656e-08 0 0 5.91436e-08 4.32676e-08 -------------------------------------------------------------- Initialization seed trial #287 of 1000; initialization seed = 493578512 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 497334 Distortion: 0.0489382 Distortions/cluster: 1.98729e-05 0.00391362 3.34171e-05 8.03927e-05 1.3498e-05 1.55641e-05 1.32174e-05 0.0446389 1.42465e-05 1.36468e-05 5.63808e-05 1.41051e-05 4.81569e-35 1.22261e-05 1.08951e-05 4.35604e-05 2.11557e-05 1.13358e-05 1.21206e-05 Variance: 8.2932e-06 Variances/cluster: 4.44544e-08 0.00391989 3.15218e-07 9.47727e-08 3.26799e-08 3.61924e-08 2.20239e-07 0.0422886 3.0116e-08 5.75772e-08 6.50086e-08 3.41499e-08 2.67973e-31 3.45335e-08 6.08613e-08 2.7222e-06 5.35544e-08 4.39326e-08 3.01482e-08 -------------------------------------------------------------- Initialization seed trial #288 of 1000; initialization seed = 493578513 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 497097 Distortion: 0.0489093 Distortions/cluster: 3.4348e-05 1.19275e-05 1.79332e-05 2.91563e-05 1.95634e-05 4.81569e-35 2.80743e-05 1.6399e-05 0.00391362 7.7348e-06 4.35604e-05 1.85893e-05 1.56466e-05 1.99089e-05 0.0446389 2.29428e-05 2.28773e-05 2.23328e-05 2.57342e-05 Variance: 8.2883e-06 Variances/cluster: 3.12221e-07 6.21171e-08 3.791e-08 5.54124e-08 3.42577e-08 2.67973e-31 4.18983e-08 3.56469e-08 0.00391989 1.6452e-07 2.7222e-06 6.32085e-08 3.31467e-08 5.03976e-08 0.0422886 4.97633e-08 6.62902e-08 7.00033e-08 4.70307e-08 -------------------------------------------------------------- Initialization seed trial #289 of 1000; initialization seed = 493578514 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 570942 Distortion: 0.00937174 Distortions/cluster: 0 9.45125e-06 4.07238e-05 7.91654e-06 1.08283e-34 2.25053e-05 0.000307974 9.76178e-06 2.93403e-05 1.5215e-05 3.00268e-05 2.29382e-05 2.51166e-05 1.27688e-05 7.44118e-05 0.00872182 1.5909e-05 1.27749e-35 2.58561e-05 Variance: 1.58816e-06 Variances/cluster: 0 5.19133e-08 4.36913e-08 4.91552e-08 0 3.64712e-08 1.71076e-05 5.19077e-08 6.03661e-08 4.09973e-08 7.58193e-08 6.33443e-08 4.22088e-08 7.50878e-08 1.19048e-07 0.156503 5.01701e-08 0 5.3862e-08 -------------------------------------------------------------- Initialization seed trial #290 of 1000; initialization seed = 493578515 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 572602 Distortion: 0.0091253 Distortions/cluster: 1.27749e-35 1.08283e-34 2.79035e-05 1.94668e-05 3.78274e-05 4.67043e-05 9.12399e-06 6.6306e-05 1.61353e-05 1.79057e-05 1.50597e-05 8.33627e-05 1.71429e-05 0 0.00872182 1.54191e-05 4.81569e-35 1.32763e-05 1.78482e-05 Variance: 1.5464e-06 Variances/cluster: 0 0 4.1768e-08 3.42685e-08 3.00181e-07 2.74699e-06 5.92416e-08 7.43933e-08 3.38236e-08 5.11545e-08 6.63372e-08 9.73555e-08 3.71024e-08 0 0.156503 3.44916e-08 2.67973e-31 4.64167e-08 4.81042e-08 -------------------------------------------------------------- Initialization seed trial #291 of 1000; initialization seed = 493578516 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 505509 Distortion: 0.0401622 Distortions/cluster: 1.52766e-05 3.28638e-05 1.45863e-05 1.51932e-05 1.38846e-05 1.44267e-05 2.37044e-35 1.91692e-05 0.000284035 3.33687e-05 0.00391362 1.96949e-05 2.06557e-05 0.0356196 2.43786e-05 3.57241e-05 2.00969e-05 4.67043e-05 1.89498e-05 Variance: 6.806e-06 Variances/cluster: 3.22263e-08 6.08393e-08 3.57476e-08 3.61707e-08 3.41955e-08 3.56183e-08 0 6.74918e-08 1.46399e-06 5.91449e-08 0.00391989 6.41321e-08 4.84832e-08 0.035575 7.18907e-08 2.95206e-07 4.65168e-08 2.74699e-06 3.37145e-08 -------------------------------------------------------------- Initialization seed trial #292 of 1000; initialization seed = 493578517 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 603064 Distortion: 0.00453994 Distortions/cluster: 2.81339e-05 3.07045e-05 0.000300791 1.21482e-05 3.93166e-05 1.7577e-05 1.13443e-05 1.89619e-05 9.64317e-35 2.22714e-05 2.57132e-05 3.27383e-05 2.49778e-05 2.37044e-35 0 2.36914e-05 1.30749e-05 2.48758e-05 0.00391362 Variance: 7.69351e-07 Variances/cluster: 5.72804e-08 4.33642e-08 1.87971e-05 5.59643e-08 3.38897e-07 6.39114e-08 6.13155e-08 3.89323e-08 6.86694e-32 3.62684e-08 5.61378e-08 3.86487e-08 7.34412e-08 0 0 5.32342e-08 5.31331e-08 5.46545e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #293 of 1000; initialization seed = 493578518 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 511037 Distortion: 0.0360113 Distortions/cluster: 2.0567e-05 2.86463e-05 2.56419e-05 1.56052e-05 2.43966e-05 2.01461e-05 2.94324e-05 2.39416e-05 1.08283e-34 1.27749e-35 0.0356196 2.07132e-05 4.81569e-35 7.5156e-05 2.37044e-35 1.90592e-05 4.67043e-05 2.09496e-05 2.07909e-05 Variance: 6.10258e-06 Variances/cluster: 4.04827e-08 7.5181e-08 5.26481e-08 5.97708e-08 6.05182e-08 3.98898e-08 6.24842e-08 6.26536e-08 0 0 0.035575 7.04311e-08 2.67973e-31 1.12163e-07 0 4.62452e-08 2.74699e-06 4.01294e-08 3.54147e-08 -------------------------------------------------------------- Initialization seed trial #294 of 1000; initialization seed = 493578519 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 500801 Distortion: 0.0450237 Distortions/cluster: 2.06002e-05 2.42703e-05 2.18025e-05 2.21217e-05 1.27749e-35 1.13353e-05 4.67043e-05 2.39573e-05 1.70273e-05 1.08283e-34 1.44798e-05 2.03035e-05 2.5529e-05 1.8992e-05 0.0446389 7.3331e-05 2.31325e-05 4.81569e-35 2.11957e-05 Variance: 7.62984e-06 Variances/cluster: 4.84553e-08 6.23709e-08 4.1211e-08 4.04379e-08 0 6.12668e-08 2.74699e-06 5.34713e-08 6.37677e-08 0 5.81331e-08 3.48817e-08 5.63508e-08 3.93174e-08 0.0422886 1.1529e-07 5.91436e-08 2.67973e-31 7.11044e-08 -------------------------------------------------------------- Initialization seed trial #295 of 1000; initialization seed = 493578520 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 500653 Distortion: 0.0452692 Distortions/cluster: 4.35604e-05 3.6415e-05 1.58258e-05 2.19576e-05 0.0446389 2.08691e-05 0.000279452 2.88814e-05 1.27749e-35 1.08283e-34 3.13293e-05 1.53665e-05 1.89554e-05 1.02542e-05 1.07014e-05 2.20579e-05 3.25798e-05 1.91944e-05 2.29243e-05 Variance: 7.67145e-06 Variances/cluster: 2.7222e-06 3.13886e-07 7.42933e-08 4.88876e-08 0.0422886 4.63716e-08 1.07061e-06 5.86827e-08 0 0 4.34488e-08 5.82019e-08 3.93227e-08 6.03137e-08 5.48614e-08 3.60381e-08 3.85526e-08 6.439e-08 7.27528e-08 -------------------------------------------------------------- Initialization seed trial #296 of 1000; initialization seed = 493578521 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 570600 Distortion: 0.00935704 Distortions/cluster: 2.28296e-05 4.67043e-05 1.67318e-05 3.57241e-05 2.39841e-05 2.34297e-05 0.000296957 1.97819e-05 0 1.45841e-05 1.27749e-35 1.08283e-34 2.02294e-05 2.88572e-05 1.82397e-05 2.86012e-05 1.74003e-05 0.00872182 2.1165e-05 Variance: 1.58567e-06 Variances/cluster: 5.91246e-08 2.74699e-06 3.66089e-08 2.95206e-07 4.81566e-08 5.97506e-08 6.76384e-07 3.44592e-08 0 5.83178e-08 0 0 4.78082e-08 4.20011e-08 3.8558e-08 7.50627e-08 3.45214e-08 0.156503 7.10012e-08 -------------------------------------------------------------- Initialization seed trial #297 of 1000; initialization seed = 493578522 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 556065 Distortion: 0.0130025 Distortions/cluster: 1.78151e-05 1.9924e-05 0.00391362 1.19655e-05 1.58612e-05 1.8854e-05 2.51399e-05 4.81569e-35 3.57241e-05 4.67043e-05 2.01751e-05 0.00872182 2.22096e-05 3.36824e-05 1.64159e-05 2.81893e-05 0 3.26327e-05 2.17842e-05 Variance: 2.20344e-06 Variances/cluster: 3.78203e-08 3.45262e-08 0.00391989 6.13566e-08 3.50106e-08 6.32482e-08 7.24266e-08 2.67973e-31 2.95206e-07 2.74699e-06 4.89643e-08 0.156503 4.94604e-08 5.91764e-08 3.41258e-08 4.18202e-08 0 6.08624e-08 7.28513e-08 -------------------------------------------------------------- Initialization seed trial #298 of 1000; initialization seed = 493578523 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 690556 Distortion: 0.000633812 Distortions/cluster: 0 0.000300791 1.27749e-35 4.08979e-05 2.91437e-05 2.51848e-05 3.27799e-05 2.34269e-05 1.63126e-05 1.64986e-05 1.80876e-05 2.84588e-05 2.0412e-05 2.94707e-05 9.64317e-35 3.33687e-05 2.37044e-35 1.08283e-34 1.89788e-05 Variance: 1.07408e-07 Variances/cluster: 0 1.87971e-05 0 3.37961e-07 4.22335e-08 7.23474e-08 6.07967e-08 4.88016e-08 3.36313e-08 3.59414e-08 3.85626e-08 7.48856e-08 3.50681e-08 6.28322e-08 6.86694e-32 5.91449e-08 0 0 6.34539e-08 -------------------------------------------------------------- Initialization seed trial #299 of 1000; initialization seed = 493578524 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 70 BIC score: 496076 Distortion: 0.0491752 Distortions/cluster: 2.88069e-05 2.21577e-05 0.000300632 1.42345e-05 2.86463e-05 0.00391362 1.06806e-05 1.67415e-05 1.88603e-05 1.25108e-05 1.37166e-05 2.82337e-05 8.16489e-06 2.17736e-05 1.50036e-05 4.67043e-05 2.41467e-05 1.16702e-05 0.0446389 Variance: 8.33337e-06 Variances/cluster: 6.18124e-08 4.91143e-08 2.56921e-06 3.41325e-08 7.5181e-08 0.00391989 5.47551e-08 4.06312e-08 6.41299e-08 3.01438e-08 3.38652e-08 5.81948e-08 3.25257e-08 4.67203e-08 3.64129e-08 2.74699e-06 7.42742e-08 2.99971e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #300 of 1000; initialization seed = 493578525 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 602441 Distortion: 0.00455294 Distortions/cluster: 1.5601e-05 2.86012e-05 1.42439e-05 1.93119e-05 1.56342e-05 9.64317e-35 0 4.67043e-05 0.0002968 2.5054e-05 3.26914e-05 3.55836e-05 2.3533e-05 3.33695e-05 2.25767e-05 1.56062e-05 1.40072e-05 0.00391362 2.37044e-35 Variance: 7.71554e-07 Variances/cluster: 3.5697e-08 7.50627e-08 3.4155e-08 3.41764e-08 3.62711e-08 6.86694e-32 0 2.74699e-06 6.80678e-07 5.82459e-08 7.99046e-08 2.96496e-07 4.7827e-08 7.33165e-08 4.94944e-08 3.82466e-08 3.14036e-08 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #301 of 1000; initialization seed = 493578526 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 689532 Distortion: 0.000650073 Distortions/cluster: 1.58991e-05 3.53035e-05 1.27749e-35 1.64274e-05 1.767e-05 1.08283e-34 3.68069e-05 4.35604e-05 2.00281e-05 3.99696e-05 9.64317e-35 2.208e-05 2.08134e-05 4.90368e-05 0 1.96864e-05 2.37044e-35 0.000284539 2.82516e-05 Variance: 1.10163e-07 Variances/cluster: 3.5017e-08 5.95142e-08 0 3.41495e-08 3.76722e-08 0 3.14553e-07 2.7222e-06 3.45868e-08 6.86544e-08 6.86694e-32 5.32e-08 4.60435e-08 8.51064e-08 0 6.78787e-08 0 1.40157e-06 4.19127e-08 -------------------------------------------------------------- Initialization seed trial #302 of 1000; initialization seed = 493578527 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 88 BIC score: 500856 Distortion: 0.0450046 Distortions/cluster: 2.94707e-05 1.55957e-05 4.35604e-05 1.90592e-05 2.34269e-05 0.0446389 2.84588e-05 1.08283e-34 1.79548e-05 1.68066e-05 1.27749e-35 2.25077e-05 2.0426e-05 1.61283e-05 2.1099e-05 2.90113e-05 4.81569e-35 2.40201e-05 3.82031e-05 Variance: 7.62661e-06 Variances/cluster: 6.28322e-08 5.97345e-08 2.7222e-06 4.62452e-08 4.88016e-08 0.0422886 7.48856e-08 0 3.83612e-08 3.43664e-08 0 5.93676e-08 3.5032e-08 3.54436e-08 7.05431e-08 4.21028e-08 2.67973e-31 6.03328e-08 3.15692e-07 -------------------------------------------------------------- Initialization seed trial #303 of 1000; initialization seed = 493578528 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 556470 Distortion: 0.0130251 Distortions/cluster: 1.46221e-05 1.32174e-05 2.08367e-05 1.9284e-05 1.72674e-05 0.00391362 1.57467e-05 1.15146e-05 5.68468e-05 1.45421e-05 4.35604e-05 8.03927e-05 4.81569e-35 3.209e-05 0.00872182 1.46867e-05 1.5725e-05 1.93396e-05 0 Variance: 2.20727e-06 Variances/cluster: 3.47288e-08 3.40624e-08 4.68203e-08 6.49242e-08 4.28432e-08 0.00391989 2.49888e-07 6.15701e-08 6.54704e-08 3.20989e-08 2.7222e-06 9.47727e-08 2.67973e-31 3.11519e-07 0.156503 3.59052e-08 3.63973e-08 3.41649e-08 0 -------------------------------------------------------------- Initialization seed trial #304 of 1000; initialization seed = 493578529 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 511139 Distortion: 0.036253 Distortions/cluster: 2.14989e-05 1.22168e-05 2.52237e-05 2.98982e-05 2.3223e-05 3.27799e-05 2.19756e-05 0.000300791 3.14473e-05 0.0356196 1.08283e-34 1.86095e-05 2.37044e-35 3.93166e-05 3.33687e-05 0 1.27749e-35 1.89386e-05 2.41418e-05 Variance: 6.14353e-06 Variances/cluster: 3.57083e-08 6.20088e-08 7.24593e-08 4.30153e-08 4.78785e-08 6.07967e-08 5.63426e-08 1.87971e-05 3.78394e-08 0.035575 0 3.83665e-08 0 3.38897e-07 5.91449e-08 0 0 6.33195e-08 7.22754e-08 -------------------------------------------------------------- Initialization seed trial #305 of 1000; initialization seed = 493578530 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 555979 Distortion: 0.0130051 Distortions/cluster: 1.52208e-05 2.41564e-05 0 1.8854e-05 3.36824e-05 4.67043e-05 0.00391362 3.57241e-05 2.93248e-05 1.51972e-05 4.81569e-35 1.6771e-05 3.26327e-05 2.79578e-05 2.12164e-05 1.42266e-05 2.51399e-05 0.00872182 1.28299e-05 Variance: 2.20388e-06 Variances/cluster: 3.58947e-08 7.14628e-08 0 6.32482e-08 5.91764e-08 2.74699e-06 0.00391989 2.95206e-07 6.72533e-08 3.39951e-08 2.67973e-31 3.21246e-08 6.08624e-08 4.16623e-08 4.57209e-08 3.24039e-08 7.24266e-08 0.156503 4.75131e-08 -------------------------------------------------------------- Initialization seed trial #306 of 1000; initialization seed = 493578531 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 79 BIC score: 689892 Distortion: 0.000643288 Distortions/cluster: 1.27749e-35 1.98062e-05 0.000296957 1.08283e-34 2.43786e-05 3.27527e-05 1.97819e-05 9.64317e-35 0 2.39841e-05 1.74003e-05 4.67043e-05 2.37044e-35 2.86012e-05 3.33687e-05 3.57241e-05 2.88572e-05 1.67318e-05 1.82397e-05 Variance: 1.09013e-07 Variances/cluster: 0 6.42853e-08 6.76384e-07 0 7.18907e-08 6.07463e-08 3.44592e-08 6.86694e-32 0 4.81566e-08 3.45214e-08 2.74699e-06 0 7.50627e-08 5.91449e-08 2.95206e-07 4.20011e-08 3.66089e-08 3.8558e-08 -------------------------------------------------------------- Initialization seed trial #307 of 1000; initialization seed = 493578532 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 570676 Distortion: 0.0093683 Distortions/cluster: 1.27749e-35 0 1.549e-05 3.57241e-05 8.73739e-06 1.13955e-05 1.64799e-05 2.8161e-05 2.26081e-05 1.19967e-05 4.07957e-05 1.47244e-05 0.00872182 0.000292783 3.67128e-05 1.7385e-05 1.08283e-34 4.67839e-05 4.67043e-05 Variance: 1.58758e-06 Variances/cluster: 0 0 3.47279e-08 2.95206e-07 3.38619e-08 6.12611e-08 6.19497e-08 4.17164e-08 4.82007e-08 3.0139e-08 6.98334e-08 3.27909e-08 0.156503 7.28256e-07 5.98708e-08 3.76262e-08 0 8.44208e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #308 of 1000; initialization seed = 493578533 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 500850 Distortion: 0.0450048 Distortions/cluster: 2.04198e-05 2.28296e-05 1.62792e-05 3.57241e-05 2.98108e-05 1.82039e-05 2.26649e-05 2.1165e-05 4.81569e-35 4.67043e-05 1.6506e-05 2.90887e-05 1.27749e-35 1.08283e-34 2.02294e-05 0.0446389 2.82524e-05 1.45841e-05 2.34297e-05 Variance: 7.62664e-06 Variances/cluster: 3.50213e-08 5.91246e-08 3.36317e-08 2.95206e-07 7.58485e-08 3.82398e-08 4.86328e-08 7.10012e-08 2.67973e-31 2.74699e-06 3.59577e-08 6.12343e-08 0 0 4.78082e-08 0.0422886 4.17898e-08 5.83178e-08 5.97506e-08 -------------------------------------------------------------- Initialization seed trial #309 of 1000; initialization seed = 493578534 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 75 BIC score: 500852 Distortion: 0.0450048 Distortions/cluster: 1.89536e-05 4.81569e-35 2.90113e-05 0.0446389 4.67043e-05 1.79548e-05 2.94707e-05 1.61283e-05 2.84588e-05 2.41261e-05 1.57617e-05 2.25077e-05 1.68066e-05 1.08283e-34 3.57241e-05 2.0935e-05 1.27749e-35 2.29494e-05 2.0426e-05 Variance: 7.62665e-06 Variances/cluster: 4.62133e-08 2.67973e-31 4.21028e-08 0.0422886 2.74699e-06 3.83612e-08 6.28322e-08 3.54436e-08 7.48856e-08 6.04471e-08 5.99111e-08 5.93676e-08 3.43664e-08 0 2.95206e-07 7.02298e-08 0 4.79068e-08 3.5032e-08 -------------------------------------------------------------- Initialization seed trial #310 of 1000; initialization seed = 493578535 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 570550 Distortion: 0.00935503 Distortions/cluster: 2.92721e-05 3.36284e-05 0 4.08979e-05 2.34264e-05 1.08283e-34 8.98896e-06 1.27749e-35 1.21968e-05 2.80692e-05 0.00872182 3.32281e-05 2.19698e-05 2.81986e-05 1.54635e-05 1.7375e-05 0.000300791 2.48718e-05 1.4836e-05 Variance: 1.58533e-06 Variances/cluster: 6.33544e-08 7.37233e-08 0 3.37961e-07 4.86993e-08 0 3.52468e-08 0 3.01122e-08 7.46462e-08 0.156503 8.00423e-08 4.85901e-08 4.18963e-08 3.46685e-08 3.74425e-08 1.87971e-05 5.82286e-08 3.28929e-08 -------------------------------------------------------------- Initialization seed trial #311 of 1000; initialization seed = 493578536 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 572411 Distortion: 0.00910179 Distortions/cluster: 1.27749e-35 3.57241e-05 1.92665e-05 4.00014e-05 2.11903e-05 1.53051e-05 1.51775e-05 1.68047e-05 1.25053e-05 0 4.8941e-05 3.53674e-05 4.67043e-05 2.14343e-05 0.00872182 4.81569e-35 1.08283e-34 2.21464e-05 2.94044e-05 Variance: 1.54242e-06 Variances/cluster: 0 2.95206e-07 7.40964e-08 6.8709e-08 4.8934e-08 3.79741e-08 3.5049e-08 3.70932e-08 6.12955e-08 0 8.50878e-08 5.95215e-08 2.74699e-06 3.57197e-08 0.156503 2.67973e-31 0 5.01008e-08 3.75502e-08 -------------------------------------------------------------- Initialization seed trial #312 of 1000; initialization seed = 493578537 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 500343 Distortion: 0.0452684 Distortions/cluster: 2.05094e-05 2.85287e-05 1.40714e-05 2.25077e-05 2.41353e-05 1.88595e-05 1.08283e-34 1.63402e-05 1.27749e-35 1.37663e-05 4.67043e-05 0.0446389 9.46534e-06 1.82839e-05 1.65273e-05 1.85627e-05 0.000296791 2.87034e-05 3.57241e-05 Variance: 7.67131e-06 Variances/cluster: 3.51147e-08 4.18887e-08 7.48252e-08 5.93676e-08 4.8363e-08 5.5127e-08 0 3.36882e-08 0 5.73413e-08 2.74699e-06 0.0422886 5.22779e-08 4.36228e-08 3.59257e-08 3.89117e-08 6.68393e-07 7.51338e-08 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #313 of 1000; initialization seed = 493578538 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 710168 Distortion: 0.000422381 Distortions/cluster: 4.81569e-35 1.13864e-05 4.91981e-05 4.67043e-05 0 1.08283e-34 9.46155e-05 2.0997e-05 1.27749e-35 1.68373e-05 2.59086e-05 9.64317e-35 2.37044e-35 4.72422e-05 4.18146e-05 0 1.09004e-05 4.45648e-05 1.22116e-05 Variance: 7.15778e-08 Variances/cluster: 2.67973e-31 5.47247e-08 5.15647e-08 2.74699e-06 0 0 1.0151e-07 4.66449e-08 0 7.44783e-08 6.0373e-08 6.86694e-32 0 8.00651e-08 6.30633e-08 0 5.47582e-08 4.47847e-08 5.10782e-08 -------------------------------------------------------------- Initialization seed trial #314 of 1000; initialization seed = 493578539 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 688564 Distortion: 0.000672092 Distortions/cluster: 0.000291843 1.27749e-35 1.85159e-05 0 2.37044e-35 2.68429e-05 1.07304e-05 2.4766e-05 1.7611e-05 1.08283e-34 1.59266e-05 1.24116e-05 1.14907e-05 3.68556e-05 4.67043e-05 9.60723e-05 1.95214e-05 9.64317e-35 4.28e-05 Variance: 1.13895e-07 Variances/cluster: 6.4993e-07 0 6.95866e-08 0 0 5.67451e-08 4.89813e-08 6.41395e-08 6.35577e-08 0 4.02057e-08 6.14382e-08 5.49617e-08 4.57213e-08 2.74699e-06 9.8831e-08 7.2296e-08 6.86694e-32 4.46259e-08 -------------------------------------------------------------- Initialization seed trial #315 of 1000; initialization seed = 493578540 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 556532 Distortion: 0.0129883 Distortions/cluster: 4.81569e-35 0.00391362 2.53279e-05 4.01279e-05 3.00256e-05 1.57716e-05 0.00872182 1.14416e-05 1.79739e-05 1.59192e-05 4.74532e-05 2.45348e-05 1.61401e-05 0 2.00004e-05 1.66714e-05 1.88839e-05 3.54306e-05 1.71193e-05 Variance: 2.20103e-06 Variances/cluster: 2.67973e-31 0.00391989 5.62795e-08 6.94032e-08 4.42816e-08 1.43363e-07 0.156503 6.15088e-08 3.79961e-08 7.5794e-07 8.47111e-08 2.72576e-06 3.52373e-08 0 3.45988e-08 3.43709e-08 4.35073e-08 5.8064e-08 6.36356e-08 -------------------------------------------------------------- Initialization seed trial #316 of 1000; initialization seed = 493578541 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 688473 Distortion: 0.000675178 Distortions/cluster: 0 0.000307974 1.08283e-34 2.94324e-05 2.08515e-05 4.07957e-05 2.07253e-05 2.10865e-05 1.27749e-35 9.64317e-35 2.37044e-35 1.98819e-05 0 2.86463e-05 3.73047e-05 2.56419e-05 4.67839e-05 0 7.60528e-05 Variance: 1.14417e-07 Variances/cluster: 0 1.71076e-05 0 6.24842e-08 3.54577e-08 6.98334e-08 3.99292e-08 4.05475e-08 0 6.86694e-32 0 4.0081e-08 0 7.5181e-08 6.0737e-08 5.26481e-08 8.44208e-08 0 1.13332e-07 -------------------------------------------------------------- Initialization seed trial #317 of 1000; initialization seed = 493578542 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 506862 Distortion: 0.0399068 Distortions/cluster: 3.27066e-05 1.201e-05 1.89386e-05 2.14989e-05 2.37044e-35 2.52237e-05 2.0049e-05 3.15345e-05 3.57241e-05 4.81569e-35 2.43482e-05 2.31055e-05 0 0.0356196 4.67043e-05 0.00391362 2.97714e-05 3.34421e-05 1.85474e-05 Variance: 6.76271e-06 Variances/cluster: 6.07734e-08 6.15844e-08 6.33195e-08 3.57083e-08 0 7.24593e-08 5.19357e-08 3.78987e-08 2.95206e-07 2.67973e-31 7.24593e-08 4.79327e-08 0 0.035575 2.74699e-06 0.00391989 4.28328e-08 5.91702e-08 3.83175e-08 -------------------------------------------------------------- Initialization seed trial #318 of 1000; initialization seed = 493578543 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 713803 Distortion: 0.000380564 Distortions/cluster: 4.81569e-35 2.22203e-05 3.35214e-05 3.29464e-05 1.08283e-34 2.95451e-05 3.36824e-05 1.91536e-05 1.89607e-05 2.36047e-05 4.67043e-05 9.64317e-35 3.06015e-05 2.39539e-05 3.57241e-05 0 1.27749e-35 2.99459e-05 2.37044e-35 Variance: 6.44915e-08 Variances/cluster: 2.67973e-31 3.62443e-08 6.22874e-08 3.87571e-08 0 6.10386e-08 5.91764e-08 6.36129e-08 3.89299e-08 4.97945e-08 2.74699e-06 6.86694e-32 4.3097e-08 7.00189e-08 2.95206e-07 0 0 7.58063e-08 0 -------------------------------------------------------------- Initialization seed trial #319 of 1000; initialization seed = 493578544 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 572564 Distortion: 0.00909521 Distortions/cluster: 3.68069e-05 4.35604e-05 1.9471e-05 1.27749e-35 1.25053e-05 1.87122e-05 4.81569e-35 3.36824e-05 2.36959e-05 3.26398e-05 1.08283e-34 3.09775e-05 0.00872182 2.36116e-05 0 2.21257e-05 3.34105e-05 2.25857e-05 1.96059e-05 Variance: 1.5413e-06 Variances/cluster: 3.14553e-07 2.7222e-06 7.40288e-08 0 6.12955e-08 3.88182e-08 2.67973e-31 5.91764e-08 5.33643e-08 3.85324e-08 0 4.3382e-08 0.156503 6.96288e-08 0 3.6149e-08 6.21969e-08 5.0075e-08 6.42612e-08 -------------------------------------------------------------- Initialization seed trial #320 of 1000; initialization seed = 493578545 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 570912 Distortion: 0.00935684 Distortions/cluster: 2.06002e-05 3.33853e-05 1.58102e-05 2.1165e-05 2.31301e-05 2.28296e-05 0.00029415 3.57241e-05 1.08283e-34 1.12608e-05 1.45841e-05 2.30601e-05 4.67043e-05 0.00872182 1.91469e-05 1.27749e-35 3.11675e-05 2.2302e-05 0 Variance: 1.58564e-06 Variances/cluster: 4.84553e-08 3.89981e-08 6.15136e-08 7.10012e-08 4.84865e-08 5.91246e-08 6.9698e-07 2.95206e-07 0 6.11949e-08 5.83178e-08 5.91096e-08 2.74699e-06 0.156503 3.98025e-08 0 4.31645e-08 3.63182e-08 0 -------------------------------------------------------------- Initialization seed trial #321 of 1000; initialization seed = 493578546 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 496310 Distortion: 0.0491608 Distortions/cluster: 2.86463e-05 1.53635e-05 2.22334e-05 0.000300791 2.24998e-05 2.79872e-05 0.0446389 1.45909e-05 1.37164e-05 1.90449e-05 9.96267e-06 1.6677e-05 1.85231e-05 1.47589e-05 1.43557e-05 1.66141e-05 3.54554e-05 1.70657e-05 0.00391362 Variance: 8.33093e-06 Variances/cluster: 7.5181e-08 3.6231e-08 4.7503e-08 1.87971e-05 5.76734e-08 6.04425e-08 0.0422886 3.58467e-08 3.71684e-08 3.40048e-08 1.87924e-07 4.41045e-08 6.40737e-08 5.87816e-08 3.47565e-08 4.10092e-08 3.34449e-07 3.25033e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #322 of 1000; initialization seed = 493578547 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 501100 Distortion: 0.0450045 Distortions/cluster: 1.53545e-05 4.67043e-05 2.41251e-05 1.08283e-34 1.80841e-05 3.03272e-05 0.0446389 2.14989e-05 2.13408e-05 1.19199e-05 1.27749e-35 4.81569e-35 3.57241e-05 2.00485e-05 3.14916e-05 2.30555e-05 2.19582e-05 1.95036e-05 2.44385e-05 Variance: 7.62659e-06 Variances/cluster: 5.92646e-08 2.74699e-06 6.02935e-08 0 3.80681e-08 4.30136e-08 0.0422886 3.57083e-08 7.08776e-08 6.14374e-08 0 2.67973e-31 2.95206e-07 5.19343e-08 3.78472e-08 4.79283e-08 5.80713e-08 4.74386e-08 7.25122e-08 -------------------------------------------------------------- Initialization seed trial #323 of 1000; initialization seed = 493578548 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 570924 Distortion: 0.00937803 Distortions/cluster: 0.000300791 1.49549e-05 0.00872182 6.73163e-05 1.86938e-05 1.08283e-34 1.33979e-05 1.47488e-05 1.91546e-05 1.27749e-35 1.43349e-05 8.366e-05 1.73232e-05 1.4074e-05 9.26363e-06 1.39888e-05 4.01753e-05 1.43296e-05 0 Variance: 1.58923e-06 Variances/cluster: 1.87971e-05 6.6167e-08 0.156503 7.54422e-08 5.13518e-08 0 4.61958e-08 3.59696e-08 3.3958e-08 0 3.46222e-08 9.74749e-08 5.18614e-08 3.46621e-08 5.93772e-08 3.14327e-08 3.40429e-07 3.52043e-08 0 -------------------------------------------------------------- Initialization seed trial #324 of 1000; initialization seed = 493578549 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 510683 Distortion: 0.0362559 Distortions/cluster: 9.96267e-06 2.43525e-05 1.9789e-05 2.96643e-05 3.28647e-05 1.65776e-05 1.08283e-34 1.27749e-35 4.35604e-05 1.81922e-05 0.000295777 2.85334e-05 0.0356196 2.91437e-05 2.04262e-05 1.63686e-05 3.28537e-05 1.82948e-05 2.37044e-35 Variance: 6.14403e-06 Variances/cluster: 1.87924e-07 4.85066e-08 4.40593e-08 6.58999e-08 3.10011e-07 3.60351e-08 0 0 2.7222e-06 4.45741e-08 6.78332e-07 7.50819e-08 0.035575 4.22335e-08 3.50924e-08 3.36774e-08 8.06958e-08 3.85116e-08 0 -------------------------------------------------------------- Initialization seed trial #325 of 1000; initialization seed = 493578550 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 690199 Distortion: 0.000641709 Distortions/cluster: 2.40201e-05 4.35604e-05 2.86012e-05 0.000297331 1.08283e-34 2.49545e-05 1.27749e-35 3.32995e-05 2.25077e-05 2.11739e-05 3.82031e-05 1.96007e-05 1.55206e-05 9.64317e-35 3.14426e-05 2.24345e-05 0 2.37044e-35 1.90592e-05 Variance: 1.08746e-07 Variances/cluster: 6.03328e-08 2.7222e-06 7.50627e-08 6.66606e-07 0 4.95085e-08 0 3.8989e-08 5.93676e-08 7.05577e-08 3.15692e-07 4.00794e-08 5.96754e-08 6.86694e-32 4.33653e-08 3.64155e-08 0 0 4.62452e-08 -------------------------------------------------------------- Initialization seed trial #326 of 1000; initialization seed = 493578551 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 506197 Distortion: 0.0398991 Distortions/cluster: 2.11141e-05 0.00391362 0.0356196 1.82039e-05 2.26649e-05 2.1165e-05 2.23091e-05 2.82137e-05 1.65446e-05 2.37044e-35 3.57241e-05 1.62792e-05 2.90887e-05 2.98108e-05 4.81569e-35 2.30601e-05 1.45841e-05 2.04198e-05 4.67043e-05 Variance: 6.76141e-06 Variances/cluster: 5.06169e-08 0.00391989 0.035575 3.82398e-08 4.86328e-08 7.10012e-08 5.66035e-08 4.17945e-08 3.59633e-08 0 2.95206e-07 3.36317e-08 6.12343e-08 7.58485e-08 2.67973e-31 5.91096e-08 5.83178e-08 3.50213e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #327 of 1000; initialization seed = 493578552 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 501178 Distortion: 0.045013 Distortions/cluster: 4.81569e-35 1.50543e-05 1.48597e-05 1.27749e-35 2.1362e-05 2.93351e-05 1.08864e-05 1.41206e-05 1.08283e-34 0.0446389 3.9511e-05 4.90368e-05 1.89113e-05 3.53674e-05 4.35604e-05 1.35274e-05 3.62739e-05 1.69243e-05 1.53187e-05 Variance: 7.62802e-06 Variances/cluster: 2.67973e-31 3.7632e-08 4.18549e-08 0 3.56587e-08 3.75096e-08 6.11545e-08 5.43058e-08 0 0.0422886 6.81007e-08 8.51064e-08 4.56752e-08 5.95215e-08 2.7222e-06 9.52557e-08 3.15389e-07 3.7275e-08 3.52935e-08 -------------------------------------------------------------- Initialization seed trial #328 of 1000; initialization seed = 493578553 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 18 BIC score: 688807 Distortion: 0.000663485 Distortions/cluster: 1.85027e-05 1.27749e-35 3.48071e-05 1.84908e-05 3.99899e-05 0 1.08283e-34 2.54932e-05 9.64317e-35 3.26327e-05 7.73913e-05 1.58294e-05 2.24409e-05 2.10325e-05 0.000278065 2.37044e-35 2.23013e-05 4.67043e-05 9.8033e-06 Variance: 1.12436e-07 Variances/cluster: 6.29142e-08 0 6.09382e-08 6.3537e-08 4.35582e-08 0 0 7.26076e-08 6.86694e-32 6.08624e-08 1.14643e-07 5.86229e-08 4.10966e-08 4.97178e-08 1.21415e-06 0 3.61406e-08 2.74699e-06 6.01379e-08 -------------------------------------------------------------- Initialization seed trial #329 of 1000; initialization seed = 493578554 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 572100 Distortion: 0.00911482 Distortions/cluster: 0.00872182 4.67043e-05 1.27749e-35 2.05126e-05 2.4211e-05 2.45802e-05 4.81569e-35 2.23817e-05 2.17903e-05 3.26327e-05 1.93668e-05 1.8854e-05 2.51399e-05 6.98653e-05 1.21471e-05 2.00099e-05 3.48071e-05 1.08283e-34 0 Variance: 1.54462e-06 Variances/cluster: 0.156503 2.74699e-06 0 4.05352e-08 7.22661e-08 4.09631e-08 2.67973e-31 4.76166e-08 5.61555e-08 6.08624e-08 3.92005e-08 6.32482e-08 7.24266e-08 1.24083e-07 6.19696e-08 3.45554e-08 6.09382e-08 0 0 -------------------------------------------------------------- Initialization seed trial #330 of 1000; initialization seed = 493578555 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 497781 Distortion: 0.0489183 Distortions/cluster: 2.45348e-05 2.96022e-05 1.53625e-05 1.58056e-05 0.00391362 1.41153e-05 2.12178e-05 4.81569e-35 1.28534e-05 9.81687e-06 1.54068e-05 1.13353e-05 5.63808e-05 0.0446389 1.7369e-05 7.89224e-05 1.59192e-05 1.51072e-05 1.19611e-05 Variance: 8.28982e-06 Variances/cluster: 2.72576e-06 4.41127e-08 3.35397e-08 3.61651e-08 0.00391989 3.27472e-08 5.06351e-08 2.67973e-31 2.25445e-07 4.30517e-08 5.90253e-08 6.12668e-08 6.50086e-08 0.0422886 4.0961e-08 9.34804e-08 7.5794e-07 3.10174e-08 1.20804e-07 -------------------------------------------------------------- Initialization seed trial #331 of 1000; initialization seed = 493578556 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 497466 Distortion: 0.0489406 Distortions/cluster: 5.63808e-05 4.81569e-35 1.34123e-05 4.35604e-05 3.35454e-05 8.03927e-05 1.55256e-05 1.23871e-05 7.66538e-06 1.32174e-05 0.00391362 1.50481e-05 2.75303e-05 1.66949e-05 1.72216e-05 1.10123e-05 8.63994e-06 1.58567e-05 0.0446389 Variance: 8.29362e-06 Variances/cluster: 6.50086e-08 2.67973e-31 3.14816e-08 2.7222e-06 3.13472e-07 9.47727e-08 4.21856e-08 5.8702e-08 3.19354e-08 2.20239e-07 0.00391989 4.94963e-08 4.1709e-08 4.88111e-08 3.74346e-08 2.88248e-08 5.8373e-08 3.45433e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #332 of 1000; initialization seed = 493578557 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 556150 Distortion: 0.0130115 Distortions/cluster: 1.71429e-05 1.63444e-05 0.00872182 9.19694e-06 3.57241e-05 0 4.67043e-05 3.53035e-05 1.57607e-05 2.79733e-05 4.81569e-35 3.99696e-05 1.31631e-05 0.00391362 1.6601e-05 1.94436e-05 1.75988e-05 4.90368e-05 1.60563e-05 Variance: 2.20496e-06 Variances/cluster: 3.71024e-08 7.16805e-08 0.156503 5.933e-08 2.95206e-07 0 2.74699e-06 5.95142e-08 3.48656e-08 4.18099e-08 2.67973e-31 6.86544e-08 4.61825e-08 0.00391989 4.48638e-08 3.42277e-08 5.10062e-08 8.51064e-08 3.37288e-08 -------------------------------------------------------------- Initialization seed trial #333 of 1000; initialization seed = 493578558 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 570786 Distortion: 0.00934978 Distortions/cluster: 2.85362e-05 1.65246e-05 2.02685e-05 0.000300791 0 1.85111e-05 1.08283e-34 1.58073e-05 3.85802e-05 1.28377e-05 3.36824e-05 1.8854e-05 1.27749e-35 2.00065e-05 3.16649e-05 0.00872182 2.51399e-05 1.84822e-05 2.82765e-05 Variance: 1.58444e-06 Variances/cluster: 4.20852e-08 3.42094e-08 3.48215e-08 1.87971e-05 0 3.88851e-08 0 3.49688e-08 3.38384e-07 1.07871e-07 5.91764e-08 6.32482e-08 0 4.55688e-08 5.92785e-08 0.156503 7.24266e-08 4.5407e-08 7.32492e-08 -------------------------------------------------------------- Initialization seed trial #334 of 1000; initialization seed = 493578559 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 76 BIC score: 605737 Distortion: 0.0043067 Distortions/cluster: 2.86463e-05 2.37044e-35 9.64317e-35 1.41549e-05 2.61316e-05 4.09224e-05 1.86349e-05 9.35036e-06 2.19964e-05 1.84581e-05 4.81569e-35 2.29193e-05 0 1.35207e-05 2.93148e-05 7.80506e-05 4.67043e-05 2.42703e-05 0.00391362 Variance: 7.29825e-07 Variances/cluster: 7.5181e-08 0 6.86694e-32 7.44767e-08 5.32163e-08 4.38573e-08 4.404e-08 5.22199e-08 4.09577e-08 5.52458e-08 2.67973e-31 3.68435e-08 0 5.70312e-08 6.15806e-08 1.12943e-07 2.74699e-06 6.23709e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #335 of 1000; initialization seed = 493578560 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 556562 Distortion: 0.0129984 Distortions/cluster: 2.13624e-05 0 0.00391362 3.08622e-05 1.9147e-05 2.19939e-05 1.88897e-05 4.35604e-05 2.8329e-05 3.29269e-05 1.4604e-05 3.28529e-05 1.13353e-05 0.00872182 2.20376e-05 1.59395e-05 4.81569e-35 2.9662e-05 1.94952e-05 Variance: 2.20275e-06 Variances/cluster: 4.71536e-08 0 0.00391989 4.33421e-08 4.39111e-08 6.5633e-08 3.90245e-08 2.7222e-06 5.10264e-08 3.87342e-08 2.56158e-07 3.12848e-07 6.12668e-08 0.156503 3.6123e-08 5.94711e-08 2.67973e-31 5.60539e-08 6.41085e-08 -------------------------------------------------------------- Initialization seed trial #336 of 1000; initialization seed = 493578561 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 555156 Distortion: 0.0132662 Distortions/cluster: 1.37663e-05 2.22366e-05 0.00872182 1.37661e-05 0.00391362 1.88128e-05 3.27942e-05 4.35604e-05 8.6007e-06 2.15933e-05 1.82839e-05 0.000295683 3.6415e-05 1.94895e-05 3.1204e-05 1.77344e-05 1.43097e-05 0 2.25077e-05 Variance: 2.24813e-06 Variances/cluster: 5.73413e-08 3.62118e-08 0.156503 8.88063e-08 0.00391989 3.9108e-08 3.87147e-08 2.7222e-06 5.0576e-08 4.64331e-08 4.36228e-08 8.30502e-07 3.13886e-07 5.535e-08 4.33351e-08 4.66658e-08 7.569e-08 0 5.93676e-08 -------------------------------------------------------------- Initialization seed trial #337 of 1000; initialization seed = 493578562 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 570498 Distortion: 0.00936787 Distortions/cluster: 2.01386e-05 1.27749e-35 2.11957e-05 1.9419e-05 0.000307974 2.22696e-05 2.11957e-05 1.08283e-34 0 2.35243e-05 2.31325e-05 0.00872182 7.45181e-05 1.44798e-05 2.06002e-05 1.88619e-05 2.19696e-05 1.25053e-05 2.42703e-05 Variance: 1.58751e-06 Variances/cluster: 3.47776e-08 0 7.11044e-08 7.41129e-08 1.71076e-05 5.00398e-08 4.01395e-08 0 0 5.34595e-08 5.91436e-08 0.156503 1.13412e-07 5.81331e-08 4.84553e-08 3.92104e-08 4.11379e-08 6.12955e-08 6.23709e-08 -------------------------------------------------------------- Initialization seed trial #338 of 1000; initialization seed = 493578563 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 606169 Distortion: 0.00429028 Distortions/cluster: 3.15345e-05 1.91055e-05 2.37044e-35 2.98982e-05 2.13838e-05 4.35604e-05 1.89096e-05 1.29071e-05 2.14531e-05 9.64317e-35 1.14092e-05 0 0.00391362 2.22705e-05 4.67605e-05 4.81569e-35 3.50123e-05 2.9885e-05 3.25722e-05 Variance: 7.27043e-07 Variances/cluster: 3.78987e-08 4.97492e-08 0 4.30153e-08 4.47322e-08 2.7222e-06 3.88251e-08 2.18715e-07 3.56916e-08 6.86694e-32 6.16659e-08 0 0.00391989 6.53046e-08 8.43786e-08 2.67973e-31 6.14055e-08 5.02949e-08 3.13158e-07 -------------------------------------------------------------- Initialization seed trial #339 of 1000; initialization seed = 493578564 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 606166 Distortion: 0.004294 Distortions/cluster: 2.11957e-05 2.37044e-35 1.47402e-05 3.7025e-05 2.27423e-05 0.00391362 4.81569e-35 1.44798e-05 2.41558e-05 2.84159e-05 2.25973e-05 1.76252e-05 2.08062e-05 4.83604e-05 4.35604e-05 0 2.80488e-05 3.66265e-05 9.64317e-35 Variance: 7.27673e-07 Variances/cluster: 7.11044e-08 0 9.3879e-08 3.13735e-07 5.75564e-08 0.00391989 2.67973e-31 5.81331e-08 5.032e-08 7.28554e-08 5.82219e-08 4.42807e-08 4.97595e-08 4.87461e-08 2.7222e-06 0 4.01798e-08 4.05574e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #340 of 1000; initialization seed = 493578565 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 555138 Distortion: 0.0132706 Distortions/cluster: 1.62883e-05 1.61429e-05 4.78277e-05 8.32294e-06 0.00872182 2.27292e-05 0.000273861 1.56942e-05 3.28529e-05 2.80503e-05 3.09436e-05 4.35604e-05 1.47816e-05 0.00391362 0 1.39795e-05 1.52232e-05 3.45671e-05 2.02889e-05 Variance: 2.24887e-06 Variances/cluster: 4.07172e-08 3.66018e-08 8.49246e-08 4.03981e-08 0.156503 6.17592e-08 2.58337e-06 2.6595e-07 3.12848e-07 4.19251e-08 5.21643e-08 2.7222e-06 3.06002e-08 0.00391989 0 3.2736e-08 3.34547e-08 6.08381e-08 4.61074e-08 -------------------------------------------------------------- Initialization seed trial #341 of 1000; initialization seed = 493578566 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 570871 Distortion: 0.00935696 Distortions/cluster: 3.9511e-05 1.41206e-05 1.35274e-05 2.00614e-05 2.83184e-05 3.53674e-05 0.000300791 1.65241e-05 3.85802e-05 0 1.49105e-05 1.27749e-35 0.00872182 1.8405e-05 4.90368e-05 1.08283e-34 1.601e-05 1.08864e-05 1.90885e-05 Variance: 1.58566e-06 Variances/cluster: 6.81007e-08 5.43058e-08 9.52557e-08 3.46444e-08 4.20117e-08 5.95215e-08 1.87971e-05 3.42083e-08 3.38384e-07 0 4.188e-08 0 0.156503 3.88254e-08 8.51064e-08 0 3.51838e-08 6.11545e-08 4.55531e-08 -------------------------------------------------------------- Initialization seed trial #342 of 1000; initialization seed = 493578567 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 501165 Distortion: 0.0450054 Distortions/cluster: 2.11957e-05 2.27209e-05 2.79985e-05 2.23091e-05 4.35604e-05 1.70164e-05 2.09837e-05 1.08283e-34 0.0446389 1.86152e-05 4.81569e-35 2.11141e-05 3.07974e-05 1.44798e-05 2.23146e-05 1.27749e-35 3.27049e-05 1.4242e-05 3.6415e-05 Variance: 7.62674e-06 Variances/cluster: 7.11044e-08 5.82401e-08 7.2907e-08 5.66035e-08 2.7222e-06 4.43099e-08 4.66262e-08 0 0.0422886 3.86972e-08 2.67973e-31 5.06169e-08 4.32511e-08 5.81331e-08 3.62797e-08 0 3.86549e-08 9.68764e-08 3.13886e-07 -------------------------------------------------------------- Initialization seed trial #343 of 1000; initialization seed = 493578568 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 556036 Distortion: 0.0130027 Distortions/cluster: 2.30833e-05 2.87164e-05 0.00872182 2.88258e-05 2.29494e-05 1.81332e-05 0.00391362 1.08941e-05 3.57241e-05 1.91944e-05 4.81569e-35 1.6026e-05 1.70188e-05 2.84588e-05 0 2.03225e-05 2.90434e-05 2.21886e-05 4.67043e-05 Variance: 2.20348e-06 Variances/cluster: 7.37255e-08 5.88258e-08 0.156503 4.20164e-08 4.79068e-08 3.85774e-08 0.00391989 5.52826e-08 2.95206e-07 6.439e-08 2.67973e-31 3.52188e-08 3.45881e-08 7.48856e-08 0 3.49744e-08 6.20536e-08 4.88579e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #344 of 1000; initialization seed = 493578569 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 496859 Distortion: 0.0489214 Distortions/cluster: 4.75489e-05 1.69346e-05 1.56909e-05 1.90931e-05 4.04474e-05 4.81569e-35 1.30965e-05 1.34512e-05 4.67043e-05 1.55836e-05 1.67803e-05 1.32388e-05 1.46719e-05 0.00391362 3.55836e-05 3.62982e-05 1.41317e-05 9.61805e-06 0.0446389 Variance: 8.29036e-06 Variances/cluster: 8.47307e-08 5.085e-08 4.32219e-08 3.39093e-08 6.93558e-08 2.67973e-31 4.61106e-08 3.53015e-08 2.74699e-06 3.62377e-08 7.39163e-08 3.05015e-08 3.49299e-08 0.00391989 2.96496e-07 5.97798e-08 3.42141e-08 5.93656e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #345 of 1000; initialization seed = 493578570 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 501472 Distortion: 0.045032 Distortions/cluster: 1.48683e-05 1.14771e-05 5.63808e-05 2.08845e-05 0.0446389 3.35454e-05 1.27749e-35 1.08283e-34 7.88422e-06 4.35604e-05 4.81569e-35 1.61575e-05 1.19146e-05 1.39927e-05 1.56056e-05 2.78384e-05 2.13407e-05 8.03927e-05 1.71961e-05 Variance: 7.63124e-06 Variances/cluster: 2.43686e-07 6.16996e-08 6.50086e-08 6.52591e-08 0.0422886 3.13472e-07 0 0 3.32629e-08 2.7222e-06 2.67973e-31 4.24043e-08 2.94154e-08 3.23128e-08 3.44465e-08 4.17331e-08 4.65915e-08 9.47727e-08 3.73793e-08 -------------------------------------------------------------- Initialization seed trial #346 of 1000; initialization seed = 493578571 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 69 BIC score: 497117 Distortion: 0.0489097 Distortions/cluster: 3.29828e-05 1.87447e-05 2.06094e-05 1.84684e-05 9.85554e-06 1.85089e-05 0.0446389 4.35604e-05 1.66215e-05 1.78786e-05 3.17164e-05 3.0277e-05 1.95035e-05 4.81569e-35 2.3447e-05 2.80359e-05 1.55876e-05 0.00391362 1.13152e-05 Variance: 8.28837e-06 Variances/cluster: 3.11122e-07 6.33065e-08 4.50934e-08 5.82555e-08 2.18977e-07 4.7333e-08 0.0422886 2.7222e-06 3.57419e-08 3.78747e-08 5.66179e-08 5.66802e-08 3.42126e-08 2.67973e-31 6.77447e-08 4.19035e-08 3.31622e-08 0.00391989 6.14902e-08 -------------------------------------------------------------- Initialization seed trial #347 of 1000; initialization seed = 493578572 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 555060 Distortion: 0.0132555 Distortions/cluster: 1.44798e-05 2.31325e-05 2.02588e-05 1.81862e-05 3.93166e-05 2.98982e-05 1.30539e-05 2.11957e-05 0 2.11122e-05 2.31671e-05 9.73979e-06 0.000300791 2.14514e-05 3.11754e-05 1.59409e-05 1.71911e-05 0.00391362 0.00872182 Variance: 2.24632e-06 Variances/cluster: 5.81331e-08 5.91436e-08 4.85665e-08 3.79633e-08 3.38897e-07 4.30153e-08 4.59607e-08 7.11044e-08 0 5.81551e-08 5.87803e-08 5.93839e-08 1.87971e-05 3.57482e-08 3.76481e-08 4.21681e-08 7.57261e-08 0.00391989 0.156503 -------------------------------------------------------------- Initialization seed trial #348 of 1000; initialization seed = 493578573 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 555117 Distortion: 0.0132644 Distortions/cluster: 1.84956e-05 9.35036e-06 3.57241e-05 1.54704e-05 1.86152e-05 0.00872182 1.41203e-05 3.28006e-05 2.31671e-05 1.83658e-05 4.67043e-05 0.00391362 0 1.34459e-05 3.04461e-05 2.20262e-05 2.12365e-05 2.2115e-05 0.000286855 Variance: 2.24782e-06 Variances/cluster: 5.5193e-08 5.22199e-08 2.95206e-07 6.52705e-08 3.84574e-08 0.156503 7.46881e-08 3.86766e-08 5.87803e-08 4.41344e-08 2.74699e-06 0.00391989 0 5.69557e-08 4.31211e-08 3.61044e-08 5.00815e-08 4.7864e-08 1.19018e-06 -------------------------------------------------------------- Initialization seed trial #349 of 1000; initialization seed = 493578574 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 555914 Distortion: 0.0130331 Distortions/cluster: 9.35027e-06 4.67043e-05 2.02136e-05 1.69308e-05 0 6.78685e-05 1.60494e-05 4.81569e-35 0.00391362 1.32129e-05 9.17664e-06 4.07957e-05 2.38445e-05 3.73047e-05 0.00872182 4.67839e-05 2.04912e-05 1.73154e-05 1.16659e-05 Variance: 2.20863e-06 Variances/cluster: 5.91739e-08 2.74699e-06 5.70953e-08 7.3928e-08 0 1.31771e-07 4.3373e-08 2.67973e-31 0.00391989 4.61952e-08 3.43654e-08 6.98334e-08 4.03424e-08 6.0737e-08 0.156503 8.44208e-08 4.22462e-08 3.61459e-08 2.94561e-08 -------------------------------------------------------------- Initialization seed trial #350 of 1000; initialization seed = 493578575 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 554729 Distortion: 0.0132651 Distortions/cluster: 0.00872182 2.63978e-05 1.31319e-05 4.35604e-05 0.00029397 2.84668e-05 0 2.13491e-05 1.20126e-05 2.9815e-05 1.67796e-05 2.46626e-05 2.32031e-05 1.58935e-05 1.33353e-05 1.46393e-05 0.00391362 1.43827e-05 3.80553e-05 Variance: 2.24794e-06 Variances/cluster: 0.156503 5.79985e-08 5.29342e-08 2.7222e-06 8.64547e-07 5.7374e-08 0 3.30965e-08 5.53398e-08 6.7297e-08 3.20796e-08 4.84488e-08 6.96571e-08 3.61185e-08 4.48958e-08 3.70578e-08 0.00391989 3.40794e-08 3.17091e-07 -------------------------------------------------------------- Initialization seed trial #351 of 1000; initialization seed = 493578576 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 70 BIC score: 533241 Distortion: 0.0220455 Distortions/cluster: 8.53529e-06 3.82073e-05 1.1667e-05 1.41453e-05 1.56477e-05 2.09328e-05 0 2.07482e-05 0.0214164 1.75227e-05 0.000113194 1.19648e-05 2.37044e-35 2.75457e-05 1.73723e-05 0.000296857 1.27749e-35 1.08283e-34 1.48113e-05 Variance: 3.7359e-06 Variances/cluster: 3.33371e-08 3.67338e-07 2.96083e-08 3.2515e-08 3.45393e-08 7.19285e-08 0 4.69378e-08 3.28364e-05 4.28389e-08 1.06452e-07 6.13526e-08 0 4.12325e-08 3.76804e-08 1.9788e-05 0 0 2.3504e-07 -------------------------------------------------------------- Initialization seed trial #352 of 1000; initialization seed = 493578577 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 510461 Distortion: 0.0362465 Distortions/cluster: 0.0356196 1.27749e-35 1.9604e-05 3.28638e-05 2.447e-05 1.67796e-05 3.33687e-05 2.86486e-05 2.42838e-05 1.43827e-05 1.08283e-34 1.60128e-05 2.5637e-05 2.37044e-35 2.13491e-05 4.07544e-05 1.46393e-05 1.33353e-05 0.000300791 Variance: 6.14243e-06 Variances/cluster: 0.035575 0 6.40449e-08 6.08393e-08 7.1948e-08 3.20796e-08 5.91449e-08 6.46643e-08 4.82737e-08 3.40794e-08 0 3.63069e-08 7.43042e-08 0 3.30965e-08 3.39581e-07 3.70578e-08 4.48958e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #353 of 1000; initialization seed = 493578578 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 688596 Distortion: 0.000680691 Distortions/cluster: 1.05384e-05 0 8.33816e-05 4.67043e-05 2.86012e-05 7.50127e-05 1.27749e-35 0.000297016 1.85471e-05 1.13485e-05 9.64317e-35 2.3267e-05 1.8614e-05 1.54941e-05 2.37044e-35 2.76653e-05 1.08283e-34 2.45007e-05 0 Variance: 1.15352e-07 Variances/cluster: 4.87733e-08 0 1.0689e-07 2.74699e-06 7.50627e-08 5.11284e-08 0 6.64411e-07 6.79166e-08 5.48063e-08 6.86694e-32 4.30828e-08 6.48368e-08 3.97156e-08 0 5.35065e-08 0 6.44543e-08 0 -------------------------------------------------------------- Initialization seed trial #354 of 1000; initialization seed = 493578579 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 602513 Distortion: 0.00456063 Distortions/cluster: 2.00171e-05 2.41322e-05 2.30062e-05 2.14132e-05 0 2.5039e-05 1.25394e-05 0.000304149 2.20737e-05 0.00391362 2.94601e-05 1.79655e-05 1.19718e-05 7.28811e-05 2.37044e-35 1.21029e-05 2.40637e-05 2.61887e-05 9.64317e-35 Variance: 7.72856e-07 Variances/cluster: 3.43897e-08 7.09548e-08 5.41272e-08 7.33273e-08 0 4.13829e-08 5.20141e-08 1.78889e-05 4.90486e-08 0.00391989 5.92563e-08 4.092e-08 5.56649e-08 1.31069e-07 0 6.14306e-08 4.10608e-08 5.71621e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #355 of 1000; initialization seed = 493578580 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 78 BIC score: 556215 Distortion: 0.0130327 Distortions/cluster: 8.25698e-06 0 2.20816e-05 1.42449e-05 2.02045e-05 1.22872e-05 1.37599e-05 1.40813e-05 1.19575e-05 4.81569e-35 1.47062e-05 1.18711e-05 0.00872182 8.33627e-05 1.96393e-05 6.6306e-05 0.00391362 4.67043e-05 3.78274e-05 Variance: 2.20856e-06 Variances/cluster: 3.30241e-08 0 5.00676e-08 3.55199e-08 4.79872e-08 6.14306e-08 3.40562e-08 3.36843e-08 2.98911e-08 2.67973e-31 3.56915e-08 2.99742e-08 0.156503 9.73555e-08 7.38266e-08 7.43933e-08 0.00391989 2.74699e-06 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #356 of 1000; initialization seed = 493578581 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 556324 Distortion: 0.0130038 Distortions/cluster: 1.71384e-05 0.00872182 2.14162e-05 3.36824e-05 1.58348e-05 1.33426e-05 0 3.11934e-05 1.83079e-05 0.00391362 2.96997e-05 1.94692e-05 1.96949e-05 2.43786e-05 4.81569e-35 4.67043e-05 3.25482e-05 9.19694e-06 3.57241e-05 Variance: 2.20366e-06 Variances/cluster: 4.58207e-08 0.156503 3.56896e-08 5.91764e-08 6.97517e-08 4.64862e-08 0 3.76699e-08 3.81378e-08 0.00391989 4.27913e-08 5.31896e-08 6.41321e-08 7.18907e-08 2.67973e-31 2.74699e-06 6.08182e-08 5.933e-08 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #357 of 1000; initialization seed = 493578582 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 71 BIC score: 556335 Distortion: 0.0130057 Distortions/cluster: 2.81646e-05 1.78912e-05 2.05492e-05 4.78277e-05 1.98065e-05 0 2.22108e-05 1.61539e-05 4.81569e-35 2.94718e-05 1.78915e-05 1.27051e-05 0.00391362 3.45671e-05 3.25722e-05 1.56408e-05 1.12168e-05 0.00872182 4.35604e-05 Variance: 2.20398e-06 Variances/cluster: 4.20331e-08 3.79015e-08 4.48635e-08 8.49246e-08 3.44421e-08 0 6.55137e-08 3.38627e-08 2.67973e-31 5.01057e-08 4.74531e-08 2.19004e-07 0.00391989 6.08381e-08 3.13158e-07 3.46772e-08 6.12889e-08 0.156503 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #358 of 1000; initialization seed = 493578583 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 690263 Distortion: 0.000637182 Distortions/cluster: 0 1.63126e-05 1.629e-05 2.60819e-05 3.30944e-05 2.96888e-05 1.84926e-05 2.85228e-05 2.37044e-35 0.000300791 1.08283e-34 9.64317e-35 2.0665e-05 2.33997e-05 3.93166e-05 1.27749e-35 2.9099e-05 3.11053e-05 2.43221e-05 Variance: 1.07979e-07 Variances/cluster: 0 3.36313e-08 3.5799e-08 5.76844e-08 7.40133e-08 7.57307e-08 3.86029e-08 4.20653e-08 0 1.87971e-05 0 6.86694e-32 3.52604e-08 5.08525e-08 3.38897e-07 0 6.13853e-08 7.95278e-08 5.17444e-08 -------------------------------------------------------------- Initialization seed trial #359 of 1000; initialization seed = 493578584 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 501198 Distortion: 0.0450076 Distortions/cluster: 2.14162e-05 1.27749e-35 3.57241e-05 1.13233e-05 3.09726e-05 1.28884e-05 1.85027e-05 0.0446389 3.26327e-05 2.2513e-05 1.01107e-05 3.00779e-05 4.67043e-05 2.54932e-05 4.81569e-35 1.78612e-05 1.08283e-34 1.87637e-05 3.36824e-05 Variance: 7.62711e-06 Variances/cluster: 3.56896e-08 0 2.95206e-07 5.77673e-08 3.75392e-08 3.64047e-08 6.29142e-08 0.0422886 6.08624e-08 6.45019e-08 6.01776e-08 4.29034e-08 2.74699e-06 7.26076e-08 2.67973e-31 3.77579e-08 0 5.43824e-08 5.91764e-08 -------------------------------------------------------------- Initialization seed trial #360 of 1000; initialization seed = 493578585 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 66 BIC score: 572336 Distortion: 0.00910288 Distortions/cluster: 1.21027e-05 2.21328e-05 4.67839e-05 3.67128e-05 4.81569e-35 1.97891e-05 1.66818e-05 0 1.78151e-05 3.57241e-05 1.08283e-34 4.07957e-05 4.67043e-05 2.01427e-05 1.58334e-05 1.27749e-35 0.00872182 2.81191e-05 2.17247e-05 Variance: 1.5426e-06 Variances/cluster: 6.17435e-08 4.93995e-08 8.44208e-08 5.98708e-08 2.67973e-31 3.44719e-08 3.57948e-08 0 3.78203e-08 2.95206e-07 0 6.98334e-08 2.74699e-06 4.90046e-08 3.34715e-08 0 0.156503 4.17781e-08 7.26524e-08 -------------------------------------------------------------- Initialization seed trial #361 of 1000; initialization seed = 493578586 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 86 BIC score: 555005 Distortion: 0.0132582 Distortions/cluster: 1.96385e-05 1.27051e-05 1.56283e-05 0.00872182 1.8299e-05 1.99003e-05 1.44957e-05 3.52768e-05 1.41266e-05 0 2.94718e-05 0.000300791 3.45671e-05 1.45543e-05 1.15736e-05 1.95e-05 1.44326e-05 0.00391362 4.78277e-05 Variance: 2.24678e-06 Variances/cluster: 4.66431e-08 2.19004e-07 3.64264e-08 0.156503 6.51162e-08 4.60616e-08 3.4593e-08 3.35931e-07 3.59418e-08 0 5.01057e-08 1.87971e-05 6.08381e-08 3.465e-08 6.15563e-08 3.42667e-08 3.2141e-08 0.00391989 8.49246e-08 -------------------------------------------------------------- Initialization seed trial #362 of 1000; initialization seed = 493578587 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 79 BIC score: 710758 Distortion: 0.000407989 Distortions/cluster: 4.81569e-35 2.31086e-05 1.43392e-05 1.42756e-05 1.54969e-05 6.73163e-05 1.53849e-05 2.79839e-05 1.27749e-35 0 1.87661e-05 8.366e-05 2.83592e-05 9.64317e-35 1.08283e-34 3.93731e-05 1.63651e-05 4.35604e-05 2.37044e-35 Variance: 6.9139e-08 Variances/cluster: 2.67973e-31 4.74466e-08 3.70488e-08 3.41492e-08 3.61201e-08 7.54422e-08 3.78901e-08 7.46177e-08 0 0 3.35669e-08 9.74749e-08 6.37235e-08 6.86694e-32 0 3.20069e-07 3.23392e-08 2.7222e-06 0 -------------------------------------------------------------- Initialization seed trial #363 of 1000; initialization seed = 493578588 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 690834 Distortion: 0.000633426 Distortions/cluster: 2.14989e-05 3.93166e-05 1.27749e-35 1.19199e-05 0.000300791 3.36824e-05 3.26327e-05 2.51399e-05 2.1738e-05 0 2.44385e-05 1.87534e-05 3.14473e-05 9.64317e-35 1.08283e-34 2.37044e-35 1.8854e-05 3.00298e-05 2.3183e-05 Variance: 1.07342e-07 Variances/cluster: 3.57083e-08 3.38897e-07 0 6.14374e-08 1.87971e-05 5.91764e-08 6.08624e-08 7.24266e-08 5.60206e-08 0 7.25122e-08 3.85835e-08 3.78394e-08 6.86694e-32 0 0 6.32482e-08 4.30806e-08 4.78948e-08 -------------------------------------------------------------- Initialization seed trial #364 of 1000; initialization seed = 493578589 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 602698 Distortion: 0.00454968 Distortions/cluster: 3.35214e-05 2.37044e-35 2.39539e-05 0.00391362 9.64317e-35 0.000285349 3.74233e-05 1.61834e-05 1.91536e-05 2.18755e-05 0 2.08421e-05 2.81191e-05 2.00068e-05 3.36824e-05 1.78909e-05 4.35604e-05 1.84108e-05 1.60872e-05 Variance: 7.71002e-07 Variances/cluster: 6.22874e-08 0 7.00189e-08 0.00391989 6.86694e-32 1.3333e-06 3.14445e-07 3.55648e-08 6.36129e-08 5.19561e-08 0 4.65188e-08 4.17781e-08 3.46098e-08 5.91764e-08 3.79009e-08 2.7222e-06 6.71873e-08 3.35121e-08 -------------------------------------------------------------- Initialization seed trial #365 of 1000; initialization seed = 493578590 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 556478 Distortion: 0.0130251 Distortions/cluster: 1.96532e-05 1.41224e-05 8.03927e-05 1.15639e-05 5.63808e-05 1.55836e-05 1.39018e-05 1.52603e-05 1.32174e-05 1.94513e-05 1.44635e-05 2.14573e-05 0.00872182 0.00391362 1.71906e-05 3.34171e-05 0 4.35604e-05 4.81569e-35 Variance: 2.20726e-06 Variances/cluster: 3.43547e-08 3.61151e-08 9.47727e-08 6.18336e-08 6.50086e-08 3.63224e-08 3.13783e-08 3.55687e-08 2.20239e-07 4.653e-08 3.45161e-08 4.92099e-08 0.156503 0.00391989 6.18321e-08 3.15218e-07 0 2.7222e-06 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #366 of 1000; initialization seed = 493578591 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 66 BIC score: 572276 Distortion: 0.00909557 Distortions/cluster: 0 4.35604e-05 2.34269e-05 1.63126e-05 0.00872182 1.80876e-05 3.82031e-05 2.94707e-05 1.08283e-34 2.84588e-05 1.64986e-05 2.52237e-05 3.27799e-05 1.89386e-05 1.27749e-35 3.33687e-05 4.81569e-35 2.0412e-05 2.90113e-05 Variance: 1.54136e-06 Variances/cluster: 0 2.7222e-06 4.88016e-08 3.36313e-08 0.156503 3.85626e-08 3.15692e-07 6.28322e-08 0 7.48856e-08 3.59414e-08 7.24593e-08 6.07967e-08 6.33195e-08 0 5.91449e-08 2.67973e-31 3.50681e-08 4.21028e-08 -------------------------------------------------------------- Initialization seed trial #367 of 1000; initialization seed = 493578592 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 572179 Distortion: 0.00910243 Distortions/cluster: 1.47779e-05 3.57241e-05 4.67839e-05 0 2.89099e-05 1.08283e-34 3.67128e-05 1.43751e-05 1.37009e-05 4.81569e-35 4.67043e-05 2.90326e-05 1.99648e-05 1.56849e-05 2.26324e-05 1.4813e-05 1.27749e-35 0.00872182 4.07957e-05 Variance: 1.54252e-06 Variances/cluster: 3.6941e-08 2.95206e-07 8.44208e-08 0 6.20335e-08 0 5.98708e-08 3.41422e-08 3.10651e-08 2.67973e-31 2.74699e-06 7.5797e-08 3.46571e-08 3.63046e-08 4.81498e-08 3.50989e-08 0 0.156503 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #368 of 1000; initialization seed = 493578593 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 690553 Distortion: 0.000633813 Distortions/cluster: 4.08979e-05 1.67172e-05 2.05538e-05 2.94385e-05 0.000300791 2.33317e-05 1.08283e-34 1.60618e-05 2.84467e-05 2.37044e-35 2.86463e-05 3.36824e-05 3.26327e-05 1.86182e-05 0 9.64317e-35 1.27749e-35 2.51399e-05 1.8854e-05 Variance: 1.07408e-07 Variances/cluster: 3.37961e-07 3.59477e-08 3.51909e-08 6.24971e-08 1.87971e-05 4.88067e-08 0 3.35991e-08 4.19531e-08 0 7.5181e-08 5.91764e-08 6.08624e-08 3.88651e-08 0 6.86694e-32 0 7.24266e-08 6.32482e-08 -------------------------------------------------------------- Initialization seed trial #369 of 1000; initialization seed = 493578594 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 77 BIC score: 572469 Distortion: 0.00909435 Distortions/cluster: 4.67043e-05 3.57241e-05 4.81569e-35 2.11739e-05 2.19582e-05 0.00872182 3.33853e-05 1.92403e-05 1.95036e-05 3.11248e-05 1.56781e-05 2.2302e-05 1.27749e-35 2.95988e-05 1.08283e-34 2.86463e-05 2.35247e-05 2.39699e-05 0 Variance: 1.54115e-06 Variances/cluster: 2.74699e-06 2.95206e-07 2.67973e-31 7.05577e-08 5.80713e-08 0.156503 3.89981e-08 3.98312e-08 4.74386e-08 4.31652e-08 5.9821e-08 3.63182e-08 0 6.24396e-08 0 7.5181e-08 4.86004e-08 6.02067e-08 0 -------------------------------------------------------------- Initialization seed trial #370 of 1000; initialization seed = 493578595 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 572068 Distortion: 0.0091181 Distortions/cluster: 0 2.63467e-05 1.13353e-05 7.40891e-05 4.81569e-35 2.2611e-05 1.70273e-05 1.91023e-05 3.30761e-05 2.18782e-05 1.27749e-35 2.5529e-05 3.3134e-05 2.38295e-05 4.67043e-05 2.02522e-05 1.08283e-34 0.00872182 2.13647e-05 Variance: 1.54518e-06 Variances/cluster: 0 6.12513e-08 6.12668e-08 1.13798e-07 2.67973e-31 4.94611e-08 6.37677e-08 3.94642e-08 8.0062e-08 4.1276e-08 0 5.63508e-08 7.31204e-08 5.34244e-08 2.74699e-06 3.48534e-08 0 0.156503 4.00801e-08 -------------------------------------------------------------- Initialization seed trial #371 of 1000; initialization seed = 493578596 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 496799 Distortion: 0.0489222 Distortions/cluster: 4.81569e-35 3.66664e-05 1.1699e-05 1.22799e-05 1.56147e-05 4.07957e-05 1.43173e-05 1.25053e-05 4.67839e-05 8.13003e-06 2.16977e-05 1.42423e-05 3.67128e-05 4.35604e-05 0.00391362 2.23727e-05 1.32593e-05 0.0446389 1.89901e-05 Variance: 8.29049e-06 Variances/cluster: 2.67973e-31 3.16053e-07 2.97651e-08 3.01691e-08 3.631e-08 6.98334e-08 3.42489e-08 6.12955e-08 8.44208e-08 3.27786e-08 5.04555e-08 3.39882e-08 5.98708e-08 2.7222e-06 0.00391989 5.14268e-08 3.54491e-08 0.0422886 7.3886e-08 -------------------------------------------------------------- Initialization seed trial #372 of 1000; initialization seed = 493578597 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 66 BIC score: 496274 Distortion: 0.0491663 Distortions/cluster: 1.93604e-05 1.60491e-05 2.81646e-05 1.74214e-05 1.57607e-05 1.3031e-05 2.31671e-05 2.3009e-05 0.0446389 1.44798e-05 9.73979e-06 1.9725e-05 1.54622e-05 0.00391362 1.67248e-05 0.000300791 3.93166e-05 2.11957e-05 2.03826e-05 Variance: 8.33186e-06 Variances/cluster: 5.54689e-08 3.37846e-08 4.20331e-08 3.74617e-08 4.3295e-08 4.60421e-08 5.87803e-08 5.91302e-08 0.0422886 5.81331e-08 5.93839e-08 3.44201e-08 3.45107e-08 0.00391989 7.39979e-08 1.87971e-05 3.38897e-07 7.11044e-08 4.86301e-08 -------------------------------------------------------------- Initialization seed trial #373 of 1000; initialization seed = 493578598 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 511775 Distortion: 0.0362878 Distortions/cluster: 2.59244e-05 3.26894e-05 2.37044e-35 2.97647e-05 3.47506e-05 2.54016e-05 0 0 3.79187e-05 1.27749e-35 1.08283e-34 2.51166e-05 0.000307974 3.00268e-05 0.0356196 0 1.8854e-05 2.51399e-05 7.46965e-05 Variance: 6.14943e-06 Variances/cluster: 5.3892e-08 6.08545e-08 0 6.11135e-08 6.0946e-08 4.08997e-08 0 0 4.08571e-08 0 0 4.22088e-08 1.71076e-05 7.58193e-08 0.035575 0 6.32482e-08 7.24266e-08 1.19504e-07 -------------------------------------------------------------- Initialization seed trial #374 of 1000; initialization seed = 493578599 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 64 BIC score: 555949 Distortion: 0.0130214 Distortions/cluster: 1.83204e-05 1.42339e-05 1.91493e-05 1.36293e-05 2.57455e-05 2.15481e-05 2.42703e-05 0.00872182 2.86463e-05 2.90053e-05 0 2.18138e-05 8.78774e-06 1.91896e-05 7.41695e-05 2.07832e-05 0.00391362 4.81569e-35 4.67043e-05 Variance: 2.20665e-06 Variances/cluster: 4.37099e-08 7.60942e-08 5.5327e-08 5.72477e-08 5.26445e-08 4.03484e-08 6.23709e-08 0.156503 7.5181e-08 6.17083e-08 0 4.13103e-08 5.07798e-08 3.92391e-08 1.13747e-07 3.54017e-08 0.00391989 2.67973e-31 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #375 of 1000; initialization seed = 493578600 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 500298 Distortion: 0.0452619 Distortions/cluster: 1.57309e-05 1.68541e-05 0.0446389 1.08283e-34 1.20075e-05 2.19354e-05 1.96949e-05 1.49694e-05 1.92665e-05 3.28638e-05 4.00738e-05 1.27749e-35 0.000300791 1.25053e-05 2.43786e-05 2.24434e-05 8.07147e-06 3.33687e-05 2.79809e-05 Variance: 7.6702e-06 Variances/cluster: 3.40466e-08 3.71201e-08 0.0422886 0 2.97918e-08 5.00768e-08 6.41321e-08 3.39412e-08 7.40964e-08 6.08393e-08 3.36716e-07 0 1.87971e-05 6.12955e-08 7.18907e-08 5.18276e-08 3.33493e-08 5.91449e-08 4.13272e-08 -------------------------------------------------------------- Initialization seed trial #376 of 1000; initialization seed = 493578601 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 556697 Distortion: 0.0130271 Distortions/cluster: 4.35604e-05 1.3541e-05 0.00872182 1.06335e-05 3.18828e-05 4.81569e-35 1.46329e-05 1.09434e-05 8.03927e-05 1.95557e-05 5.63808e-05 0 1.77129e-05 2.0026e-05 1.61238e-05 0.00391362 1.14342e-05 2.83295e-05 1.65487e-05 Variance: 2.20762e-06 Variances/cluster: 2.7222e-06 4.1919e-08 0.156503 6.11067e-08 3.12543e-07 2.67973e-31 5.71555e-08 6.83905e-08 9.47727e-08 4.55801e-08 6.50086e-08 0 3.80068e-08 3.46431e-08 3.52017e-08 0.00391989 2.00548e-07 4.15352e-08 3.42594e-08 -------------------------------------------------------------- Initialization seed trial #377 of 1000; initialization seed = 493578602 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 687896 Distortion: 0.000672513 Distortions/cluster: 0 0.000292511 2.44967e-05 4.67839e-05 4.07957e-05 2.0586e-05 1.17878e-05 1.02079e-05 1.08283e-34 7.56108e-05 9.64317e-35 1.85058e-05 4.67043e-05 2.02546e-05 3.73047e-05 1.67717e-05 1.27749e-35 1.01917e-05 2.37044e-35 Variance: 1.13966e-07 Variances/cluster: 0 7.18642e-07 5.23387e-08 8.44208e-08 6.98334e-08 3.9969e-08 6.13894e-08 3.11181e-08 0 1.15074e-07 6.86694e-32 3.93706e-08 2.74699e-06 3.95563e-08 6.0737e-08 6.37658e-08 0 3.18455e-08 0 -------------------------------------------------------------- Initialization seed trial #378 of 1000; initialization seed = 493578603 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 69 BIC score: 500319 Distortion: 0.045259 Distortions/cluster: 1.27749e-35 1.6707e-05 1.79231e-05 1.03774e-05 4.08979e-05 2.27091e-05 0.000300791 1.79548e-05 2.91437e-05 0.0446389 2.03908e-05 1.62628e-05 2.94707e-05 1.59884e-05 2.84588e-05 1.08283e-34 1.78423e-05 2.34269e-05 1.17151e-05 Variance: 7.66971e-06 Variances/cluster: 0 3.43735e-08 6.58729e-08 4.84768e-08 3.37961e-07 5.94284e-08 1.87971e-05 3.83612e-08 4.22335e-08 0.0422886 3.50316e-08 3.54277e-08 6.28322e-08 4.08777e-08 7.48856e-08 0 6.43924e-08 4.88016e-08 5.5242e-08 -------------------------------------------------------------- Initialization seed trial #379 of 1000; initialization seed = 493578604 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 570930 Distortion: 0.00938047 Distortions/cluster: 1.02757e-05 0 1.35698e-05 1.08283e-34 1.27749e-35 0.000297016 8.81002e-06 1.08812e-05 7.44561e-05 2.86012e-05 0.00872182 2.76435e-05 4.14183e-05 2.29829e-05 2.52525e-05 2.29265e-05 1.22677e-05 4.67043e-05 1.58449e-05 Variance: 1.58964e-06 Variances/cluster: 4.91502e-08 0 5.6998e-08 0 0 6.64411e-07 4.49345e-08 9.37748e-08 1.18929e-07 7.50627e-08 0.156503 5.32583e-08 4.41051e-08 3.68864e-08 4.22949e-08 6.04721e-08 5.59987e-08 2.74699e-06 4.02025e-08 -------------------------------------------------------------- Initialization seed trial #380 of 1000; initialization seed = 493578605 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 570693 Distortion: 0.00937223 Distortions/cluster: 1.98035e-05 3.48071e-05 1.72882e-05 9.57736e-06 1.94952e-05 1.32976e-05 0.00872182 3.35214e-05 0.000307974 7.04026e-05 1.08283e-34 1.76894e-05 1.27749e-35 1.57303e-05 0 1.25717e-05 2.27346e-05 3.19047e-05 2.36116e-05 Variance: 1.58824e-06 Variances/cluster: 5.77308e-08 6.09382e-08 7.58199e-08 5.91145e-08 6.41085e-08 4.61683e-08 0.156503 6.22874e-08 1.71076e-05 1.27529e-07 0 3.63937e-08 0 4.21687e-08 0 4.52173e-08 3.95348e-08 3.77538e-08 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #381 of 1000; initialization seed = 493578606 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 82 BIC score: 496423 Distortion: 0.0491622 Distortions/cluster: 1.4646e-05 2.26358e-05 1.44628e-05 3.55643e-05 3.00218e-05 0.00391362 0.000300791 2.00784e-05 1.49238e-05 1.98416e-05 9.85554e-06 1.94952e-05 1.45336e-05 3.20301e-05 1.13353e-05 1.46691e-05 1.94199e-05 0.0446389 1.53857e-05 Variance: 8.33117e-06 Variances/cluster: 3.67952e-08 6.71474e-08 3.49313e-08 3.35473e-07 5.66268e-08 0.00391989 1.87971e-05 4.59419e-08 3.47034e-08 4.7014e-08 2.18977e-07 6.41085e-08 5.58943e-08 5.66719e-08 6.12668e-08 3.20259e-08 3.41859e-08 0.0422886 3.63696e-08 -------------------------------------------------------------- Initialization seed trial #382 of 1000; initialization seed = 493578607 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 689343 Distortion: 0.000659503 Distortions/cluster: 1.27749e-35 1.54796e-05 0 1.41712e-05 1.59e-05 2.11602e-05 2.37044e-35 9.64317e-35 1.54026e-05 1.32174e-05 8.03927e-05 3.6115e-05 2.80688e-05 5.68468e-05 2.75922e-05 2.38886e-05 0.000300791 1.04766e-05 1.08283e-34 Variance: 1.11761e-07 Variances/cluster: 0 3.37217e-08 0 3.28009e-08 3.63809e-08 4.50176e-08 0 6.86694e-32 3.12389e-08 2.20239e-07 9.47727e-08 3.37485e-07 7.52455e-08 6.54704e-08 4.12404e-08 5.54215e-08 1.87971e-05 4.40146e-08 0 -------------------------------------------------------------- Initialization seed trial #383 of 1000; initialization seed = 493578608 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 496547 Distortion: 0.0491637 Distortions/cluster: 1.60202e-05 1.69243e-05 1.41195e-05 2.03978e-05 0.0446389 6.89108e-06 2.11721e-05 2.42057e-05 1.81068e-05 0.000300791 2.16275e-05 1.54573e-05 2.95028e-05 1.58084e-05 1.42075e-05 0.00391362 3.52768e-05 2.94472e-05 1.12433e-05 Variance: 8.33143e-06 Variances/cluster: 3.86922e-08 3.7275e-08 2.43384e-07 4.34883e-08 0.0422886 3.70366e-08 5.79872e-08 5.31949e-08 6.41886e-08 1.87971e-05 3.58624e-08 3.55309e-08 7.60322e-08 4.203e-08 5.79712e-08 0.00391989 3.35931e-07 3.75569e-08 4.27363e-08 -------------------------------------------------------------- Initialization seed trial #384 of 1000; initialization seed = 493578609 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 572567 Distortion: 0.00909541 Distortions/cluster: 1.08283e-34 4.67043e-05 3.57241e-05 2.57708e-05 1.88973e-05 0 3.25482e-05 3.10619e-05 2.17479e-05 1.27749e-35 1.13443e-05 1.73408e-05 2.4864e-05 2.19888e-05 3.27049e-05 0.00872182 1.92126e-05 3.36824e-05 4.81569e-35 Variance: 1.54133e-06 Variances/cluster: 0 2.74699e-06 2.95206e-07 5.65103e-08 3.94477e-08 0 6.08182e-08 4.31978e-08 4.89774e-08 0 6.13155e-08 6.3748e-08 7.22565e-08 3.5984e-08 3.86549e-08 0.156503 6.35975e-08 5.91764e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #385 of 1000; initialization seed = 493578610 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 554622 Distortion: 0.0132842 Distortions/cluster: 2.11957e-05 7.02909e-05 0.00391362 2.06002e-05 1.97429e-05 1.10556e-05 1.39401e-05 1.44798e-05 4.67043e-05 0.00872182 0 1.87961e-05 2.09982e-05 2.37999e-05 0.000286824 1.97595e-05 2.31325e-05 1.31889e-05 2.42703e-05 Variance: 2.25118e-06 Variances/cluster: 7.11044e-08 1.22022e-07 0.00391989 4.84553e-08 3.44512e-08 6.10755e-08 5.80794e-08 5.81331e-08 2.74699e-06 0.156503 0 3.78157e-08 5.94796e-08 4.06104e-08 1.0905e-06 4.0158e-08 5.91436e-08 3.57392e-08 6.23709e-08 -------------------------------------------------------------- Initialization seed trial #386 of 1000; initialization seed = 493578611 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 76 BIC score: 496155 Distortion: 0.0491745 Distortions/cluster: 1.36496e-05 1.52874e-05 0.00391362 4.67043e-05 1.4752e-05 2.0484e-05 3.57241e-05 1.50469e-05 2.6103e-05 1.21787e-05 1.82502e-05 1.44267e-05 2.01609e-05 0.0446389 1.89498e-05 1.20413e-05 0.000285279 2.36998e-05 2.92007e-05 Variance: 8.33325e-06 Variances/cluster: 3.4036e-08 3.22491e-08 0.00391989 2.74699e-06 3.58028e-08 4.86512e-08 2.95206e-07 3.59938e-08 5.7225e-08 5.6105e-08 6.70907e-08 3.56183e-08 4.6557e-08 0.0422886 3.37145e-08 5.14422e-08 1.33924e-06 7.07235e-08 5.75761e-08 -------------------------------------------------------------- Initialization seed trial #387 of 1000; initialization seed = 493578612 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 570600 Distortion: 0.00935818 Distortions/cluster: 2.77022e-05 3.35214e-05 2.05757e-05 1.27749e-35 1.08283e-34 2.40958e-05 4.67043e-05 1.5486e-05 2.79393e-05 1.18989e-05 3.02754e-05 0.00872182 0.000300632 1.59828e-05 1.90128e-05 1.45976e-05 0 3.36824e-05 1.42579e-05 Variance: 1.58586e-06 Variances/cluster: 6.42691e-08 6.22874e-08 4.48233e-08 0 0 7.0024e-08 2.74699e-06 3.14081e-08 7.46982e-08 4.55847e-08 4.43882e-08 0.156503 2.56921e-06 3.63211e-08 6.35675e-08 3.3945e-08 0 5.91764e-08 3.19655e-08 -------------------------------------------------------------- Initialization seed trial #388 of 1000; initialization seed = 493578613 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 500808 Distortion: 0.0450237 Distortions/cluster: 2.0286e-05 2.02176e-05 2.02222e-05 2.42703e-05 2.36959e-05 1.08283e-34 2.08357e-05 4.67043e-05 4.81569e-35 7.52665e-05 1.70273e-05 1.27749e-35 0.0446389 1.13353e-05 2.02889e-05 2.11957e-05 2.34427e-05 2.5529e-05 1.44798e-05 Variance: 7.62985e-06 Variances/cluster: 3.98512e-08 3.4854e-08 4.03602e-08 6.23709e-08 5.33643e-08 0 4.00647e-08 2.74699e-06 2.67973e-31 1.12161e-07 6.37677e-08 0 0.0422886 6.12668e-08 4.78358e-08 7.11044e-08 5.97836e-08 5.63508e-08 5.81331e-08 -------------------------------------------------------------- Initialization seed trial #389 of 1000; initialization seed = 493578614 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 511042 Distortion: 0.0360113 Distortions/cluster: 1.45841e-05 2.34297e-05 2.03456e-05 1.27749e-35 4.67043e-05 2.94324e-05 2.00246e-05 2.1165e-05 2.56419e-05 2.05989e-05 1.08283e-34 2.86463e-05 2.41546e-05 2.0846e-05 7.54038e-05 4.81569e-35 2.07374e-05 2.37044e-35 0.0356196 Variance: 6.10257e-06 Variances/cluster: 5.83178e-08 5.97506e-08 4.78566e-08 0 2.74699e-06 6.24842e-08 4.03685e-08 7.10012e-08 5.26481e-08 3.99169e-08 0 7.5181e-08 6.23945e-08 4.00846e-08 1.11865e-07 2.67973e-31 3.53839e-08 0 0.035575 -------------------------------------------------------------- Initialization seed trial #390 of 1000; initialization seed = 493578615 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 572481 Distortion: 0.00909876 Distortions/cluster: 3.57241e-05 4.67043e-05 3.06463e-05 2.20889e-05 2.19551e-05 2.39153e-05 1.8689e-05 0 2.65354e-05 1.25053e-05 3.34546e-05 0.00872182 2.27061e-05 3.28348e-05 1.08283e-34 1.9419e-05 4.81569e-35 1.27749e-35 2.97656e-05 Variance: 1.5419e-06 Variances/cluster: 2.95206e-07 2.74699e-06 4.30994e-08 3.61478e-08 4.97804e-08 5.1525e-08 3.87701e-08 0 5.76668e-08 6.12955e-08 7.51553e-08 0.156503 5.02305e-08 3.86713e-08 0 7.41129e-08 2.67973e-31 0 7.80999e-08 -------------------------------------------------------------- Initialization seed trial #391 of 1000; initialization seed = 493578616 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 710717 Distortion: 0.000408612 Distortions/cluster: 1.27749e-35 4.87188e-05 4.0224e-05 9.64317e-35 1.49187e-05 2.37044e-35 1.08283e-34 4.67043e-05 4.81569e-35 7.64538e-05 1.33426e-05 3.65069e-05 9.19694e-06 0 2.29143e-05 1.80404e-05 2.17382e-05 3.59293e-05 2.39237e-05 Variance: 6.92445e-08 Variances/cluster: 0 8.51458e-08 6.8737e-08 6.86694e-32 6.63004e-08 0 0 2.74699e-06 2.67973e-31 1.2615e-07 4.64862e-08 6.12331e-08 5.933e-08 0 5.96673e-08 4.79758e-08 3.58674e-08 3.97413e-08 4.06827e-08 -------------------------------------------------------------- Initialization seed trial #392 of 1000; initialization seed = 493578617 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 506569 Distortion: 0.0401717 Distortions/cluster: 3.62237e-05 0.0356196 1.37415e-05 1.61972e-05 4.15239e-05 1.44798e-05 2.3009e-05 2.03826e-05 2.37044e-35 0.000300791 3.91365e-05 2.31671e-05 2.62314e-05 2.74205e-05 3.49801e-05 0 0 2.11957e-05 0.00391362 Variance: 6.8076e-06 Variances/cluster: 5.86094e-08 0.035575 5.08894e-08 3.15083e-08 3.37555e-07 5.81331e-08 5.91302e-08 4.86301e-08 0 1.87971e-05 7.6582e-08 5.87803e-08 4.94883e-08 3.57472e-08 4.3558e-08 0 0 7.11044e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #393 of 1000; initialization seed = 493578618 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 500939 Distortion: 0.0450083 Distortions/cluster: 2.91655e-05 1.9419e-05 2.16518e-05 4.67043e-05 1.25053e-05 1.27749e-35 1.58578e-05 2.50039e-05 1.47963e-05 0.0446389 3.57241e-05 4.81569e-35 3.38285e-05 1.61662e-05 2.15545e-05 2.24302e-05 3.33079e-05 2.12397e-05 1.08283e-34 Variance: 7.62723e-06 Variances/cluster: 3.73406e-08 7.41129e-08 3.59623e-08 2.74699e-06 6.12955e-08 0 3.73968e-08 5.82649e-08 3.52262e-08 0.0422886 2.95206e-07 2.67973e-31 7.48182e-08 3.6906e-08 4.75663e-08 5.00632e-08 8.00416e-08 4.91615e-08 0 -------------------------------------------------------------- Initialization seed trial #394 of 1000; initialization seed = 493578619 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 554796 Distortion: 0.0132696 Distortions/cluster: 2.35914e-05 0.00391362 4.07957e-05 9.05862e-06 1.33411e-05 2.88669e-05 0 1.29177e-05 6.05316e-06 2.90326e-05 0.000300791 1.26903e-05 4.67839e-05 3.9446e-05 3.67128e-05 0.00872182 1.87601e-05 7.18884e-06 8.1685e-06 Variance: 2.24871e-06 Variances/cluster: 5.05124e-08 0.00391989 6.98334e-08 3.8544e-08 3.66477e-08 6.20743e-08 0 2.94899e-08 2.57559e-08 7.5797e-08 1.87971e-05 3.42025e-08 8.44208e-08 3.37107e-07 5.98708e-08 0.156503 3.37372e-08 3.16661e-08 2.98094e-08 -------------------------------------------------------------- Initialization seed trial #395 of 1000; initialization seed = 493578620 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 554640 Distortion: 0.0132539 Distortions/cluster: 2.10477e-05 1.44942e-05 2.89099e-05 0.00391362 0 1.50154e-05 2.19582e-05 1.48785e-05 1.5877e-05 2.43821e-05 2.39699e-05 0.00872182 1.37485e-05 0.000300791 1.95036e-05 1.58044e-05 1.97038e-05 3.93166e-05 2.90326e-05 Variance: 2.24604e-06 Variances/cluster: 7.06079e-08 3.4507e-08 6.20335e-08 0.00391989 0 3.53273e-08 5.80713e-08 3.70998e-08 3.65797e-08 5.14344e-08 6.02067e-08 0.156503 3.11024e-08 1.87971e-05 4.74386e-08 5.9846e-08 3.43831e-08 3.38897e-07 7.5797e-08 -------------------------------------------------------------- Initialization seed trial #396 of 1000; initialization seed = 493578621 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 602665 Distortion: 0.00454316 Distortions/cluster: 2.37044e-35 0.000300791 1.332e-05 4.04478e-05 1.45519e-05 1.44676e-05 3.36824e-05 0.00391362 2.0946e-05 3.25482e-05 9.64317e-35 2.74113e-05 1.96949e-05 0 2.43786e-05 2.79393e-05 1.54221e-05 1.62393e-05 2.77022e-05 Variance: 7.69897e-07 Variances/cluster: 0 1.87971e-05 4.73972e-08 3.37026e-07 3.32206e-08 3.28781e-08 5.91764e-08 0.00391989 4.62344e-08 6.08182e-08 6.86694e-32 4.16549e-08 6.41321e-08 0 7.18907e-08 7.46982e-08 3.60295e-08 3.17758e-08 6.42691e-08 -------------------------------------------------------------- Initialization seed trial #397 of 1000; initialization seed = 493578622 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 500955 Distortion: 0.0450058 Distortions/cluster: 2.14525e-05 4.35604e-05 3.35214e-05 1.66066e-05 2.22377e-05 1.27749e-35 1.96393e-05 4.81569e-35 0.0446389 3.36824e-05 1.75769e-05 1.91074e-05 1.22872e-05 2.40007e-05 1.08283e-34 3.82031e-05 1.61632e-05 1.99629e-05 2.88692e-05 Variance: 7.62681e-06 Variances/cluster: 4.97693e-08 2.7222e-06 6.22874e-08 3.60199e-08 5.00807e-08 0 7.38266e-08 2.67973e-31 0.0422886 5.91764e-08 3.77961e-08 6.36709e-08 6.14306e-08 6.9951e-08 0 3.15692e-07 3.35306e-08 3.46537e-08 4.20184e-08 -------------------------------------------------------------- Initialization seed trial #398 of 1000; initialization seed = 493578623 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 79 BIC score: 689540 Distortion: 0.000650009 Distortions/cluster: 4.35604e-05 2.00087e-05 2.13441e-05 1.61579e-05 2.86923e-05 1.6469e-05 3.67128e-05 1.78051e-05 9.64317e-35 1.27749e-35 0.000286293 2.37044e-35 0 3.82031e-05 1.08283e-34 4.07957e-05 4.67839e-05 1.57021e-05 2.14809e-05 Variance: 1.10152e-07 Variances/cluster: 2.7222e-06 3.46731e-08 4.97487e-08 3.35197e-08 4.19442e-08 3.5877e-08 5.98708e-08 3.80414e-08 6.86694e-32 0 1.21818e-06 0 0 3.15692e-07 0 6.98334e-08 8.44208e-08 6.56936e-08 4.88163e-08 -------------------------------------------------------------- Initialization seed trial #399 of 1000; initialization seed = 493578624 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 571159 Distortion: 0.00937472 Distortions/cluster: 2.06467e-05 2.77224e-05 1.54371e-05 1.08283e-34 3.6115e-05 8.03927e-05 1.91735e-05 1.13422e-05 1.44222e-05 1.27749e-35 0 0.000300791 0.00872182 1.77722e-05 5.68468e-05 1.9284e-05 1.15146e-05 1.32174e-05 8.2218e-06 Variance: 1.58867e-06 Variances/cluster: 4.69205e-08 4.13732e-08 3.43781e-08 0 3.37485e-07 9.47727e-08 4.67604e-08 2.93806e-08 3.27006e-08 0 0 1.87971e-05 0.156503 3.78095e-08 6.54704e-08 6.49242e-08 6.15701e-08 2.20239e-07 3.27524e-08 -------------------------------------------------------------- Initialization seed trial #400 of 1000; initialization seed = 493578625 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 555004 Distortion: 0.0132584 Distortions/cluster: 1.22872e-05 3.54554e-05 1.49419e-05 2.05439e-05 1.3925e-05 0.000300791 1.95549e-05 1.44635e-05 1.96393e-05 4.77531e-05 1.45774e-05 0.00391362 1.19159e-05 0 1.87392e-05 3.40226e-05 0.00872182 2.86365e-05 1.57298e-05 Variance: 2.24681e-06 Variances/cluster: 6.14306e-08 3.34449e-07 3.51543e-08 4.74417e-08 3.12193e-08 1.87971e-05 3.43631e-08 3.45161e-08 7.38266e-08 8.4943e-08 3.69012e-08 0.00391989 2.16593e-07 0 4.41922e-08 6.05191e-08 0.156503 4.85206e-08 3.64928e-08 -------------------------------------------------------------- Initialization seed trial #401 of 1000; initialization seed = 493578626 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 510819 Distortion: 0.0362558 Distortions/cluster: 3.34768e-05 1.11385e-05 1.17346e-05 1.27749e-35 3.57241e-05 1.9275e-05 3.07571e-05 4.67043e-05 1.97911e-05 0.000296893 2.86012e-05 1.94722e-05 0.0356196 2.27283e-05 1.08283e-34 2.40442e-05 2.48192e-05 2.37044e-35 1.11291e-05 Variance: 6.14402e-06 Variances/cluster: 3.90594e-08 5.45828e-08 5.66711e-08 0 2.95206e-07 4.45006e-08 4.31339e-08 2.74699e-06 7.35499e-08 6.67121e-07 7.50627e-08 3.96543e-08 0.035575 3.67135e-08 0 5.83406e-08 4.89486e-08 0 4.96676e-08 -------------------------------------------------------------- Initialization seed trial #402 of 1000; initialization seed = 493578627 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 710891 Distortion: 0.000409758 Distortions/cluster: 1.96863e-05 1.9231e-05 4.81569e-35 1.08283e-34 9.64317e-35 0 1.16411e-05 3.00803e-05 1.13743e-05 9.60723e-05 3.68522e-05 1.27749e-35 4.28465e-05 1.18632e-05 4.67043e-05 3.0436e-05 2.37044e-35 2.53824e-05 2.75883e-05 Variance: 6.94388e-08 Variances/cluster: 4.44241e-08 7.33777e-08 2.67973e-31 0 6.86694e-32 0 5.05972e-08 7.57631e-08 5.4405e-08 9.8831e-08 4.57172e-08 0 4.46278e-08 5.70167e-08 2.74699e-06 6.01454e-08 0 6.32769e-08 5.62975e-08 -------------------------------------------------------------- Initialization seed trial #403 of 1000; initialization seed = 493578628 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 71 BIC score: 556087 Distortion: 0.0130025 Distortions/cluster: 0 0.00391362 3.33687e-05 1.7994e-05 0.00872182 2.17607e-05 4.81569e-35 3.57241e-05 2.01039e-05 1.13353e-05 1.69616e-05 2.81613e-05 2.447e-05 2.52955e-05 1.60884e-05 1.9604e-05 4.67043e-05 3.28638e-05 1.66199e-05 Variance: 2.20344e-06 Variances/cluster: 0 0.00391989 5.91449e-08 3.80387e-08 0.156503 4.8896e-08 2.67973e-31 2.95206e-07 3.46578e-08 6.12668e-08 6.37606e-08 4.17787e-08 7.1948e-08 5.65847e-08 3.52012e-08 6.40449e-08 2.74699e-06 6.08393e-08 3.43357e-08 -------------------------------------------------------------- Initialization seed trial #404 of 1000; initialization seed = 493578629 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 500180 Distortion: 0.0452701 Distortions/cluster: 2.83064e-05 3.57241e-05 9.1388e-06 0.000296762 1.42728e-05 2.11957e-05 1.08283e-34 2.08062e-05 1.22692e-05 1.76871e-05 2.3287e-05 1.60891e-05 2.87034e-05 2.3009e-05 4.67043e-05 1.27749e-35 0.0446389 2.27423e-05 1.44798e-05 Variance: 7.6716e-06 Variances/cluster: 4.17462e-08 2.95206e-07 3.55554e-08 6.80592e-07 3.2658e-08 7.11044e-08 0 4.97595e-08 3.01421e-08 3.81151e-08 4.73271e-08 3.50495e-08 7.51338e-08 5.91302e-08 2.74699e-06 0 0.0422886 5.75564e-08 5.81331e-08 -------------------------------------------------------------- Initialization seed trial #405 of 1000; initialization seed = 493578630 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 500297 Distortion: 0.0452672 Distortions/cluster: 1.64052e-05 1.27749e-35 1.08283e-34 2.14846e-05 2.03801e-05 2.17357e-05 2.26343e-05 2.15256e-05 2.00954e-05 0.000282725 1.67865e-05 1.60534e-05 2.38379e-05 1.53448e-05 0.0446389 1.82157e-05 4.67043e-05 2.8648e-05 3.57241e-05 Variance: 7.67111e-06 Variances/cluster: 6.58788e-08 0 0 7.0884e-08 3.50133e-08 4.78717e-08 5.06317e-08 5.70782e-08 4.92375e-08 1.55332e-06 3.60194e-08 3.35815e-08 5.92793e-08 5.92274e-08 0.0422886 3.87531e-08 2.74699e-06 4.18793e-08 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #406 of 1000; initialization seed = 493578631 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 72 BIC score: 497037 Distortion: 0.0489154 Distortions/cluster: 2.9885e-05 3.50123e-05 4.35604e-05 1.89163e-05 1.96132e-05 1.44267e-05 1.74484e-05 1.29071e-05 1.49376e-05 4.67605e-05 4.81569e-35 1.14268e-05 1.51897e-05 1.53201e-05 2.11285e-05 0.00391362 1.37631e-05 3.25722e-05 0.0446389 Variance: 8.28934e-06 Variances/cluster: 5.02949e-08 6.14055e-08 2.7222e-06 3.37149e-08 4.66938e-08 3.56183e-08 6.20891e-08 2.18715e-07 3.59042e-08 8.43786e-08 2.67973e-31 6.14291e-08 3.62491e-08 3.22499e-08 4.82346e-08 0.00391989 3.44048e-08 3.13158e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #407 of 1000; initialization seed = 493578632 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 570843 Distortion: 0.00935177 Distortions/cluster: 2.32555e-05 1.73981e-05 3.52183e-05 0 1.27749e-35 3.55643e-05 1.85836e-05 1.44261e-05 2.17014e-05 1.53724e-05 1.4844e-05 0.00872182 4.67605e-05 1.56942e-05 1.08283e-34 0.000300791 3.13587e-05 2.43511e-05 1.46299e-05 Variance: 1.58478e-06 Variances/cluster: 5.32119e-08 3.25779e-08 6.16586e-08 0 0 3.35473e-07 3.348e-08 3.8466e-08 4.28843e-08 3.61673e-08 3.70139e-08 0.156503 8.43786e-08 2.6595e-07 0 1.87971e-05 5.23346e-08 7.2039e-08 3.45015e-08 -------------------------------------------------------------- Initialization seed trial #408 of 1000; initialization seed = 493578633 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 22 BIC score: 511207 Distortion: 0.0360035 Distortions/cluster: 2.37044e-35 4.67043e-05 3.57241e-05 2.90532e-05 4.81569e-35 4.90368e-05 8.5861e-06 1.27749e-35 1.76406e-05 3.99696e-05 1.08283e-34 1.43964e-05 1.1696e-05 3.53035e-05 2.90326e-05 2.82608e-05 0.0356196 2.28068e-05 1.57476e-05 Variance: 6.10126e-06 Variances/cluster: 0 2.74699e-06 2.95206e-07 6.1942e-08 2.67973e-31 8.51064e-08 3.32756e-08 0 3.769e-08 6.86544e-08 0 3.26421e-08 3.0141e-08 5.95142e-08 7.5797e-08 4.17405e-08 0.035575 4.81113e-08 3.47598e-08 -------------------------------------------------------------- Initialization seed trial #409 of 1000; initialization seed = 493578634 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 688809 Distortion: 0.000662492 Distortions/cluster: 2.52042e-05 4.11244e-05 1.85322e-05 4.67043e-05 1.06737e-05 2.87715e-05 2.41432e-05 7.44561e-05 2.71909e-05 2.29829e-05 1.73339e-05 1.14202e-05 0.000297636 1.27749e-35 1.08283e-34 2.37044e-35 1.63181e-05 9.64317e-35 0 Variance: 1.12268e-07 Variances/cluster: 4.22849e-08 4.39324e-08 6.86162e-08 2.74699e-06 4.89464e-08 7.51155e-08 6.2689e-08 1.18929e-07 5.33108e-08 3.68864e-08 6.34744e-08 5.4887e-08 6.49808e-07 0 0 0 4.0987e-08 6.86694e-32 0 -------------------------------------------------------------- Initialization seed trial #410 of 1000; initialization seed = 493578635 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 572531 Distortion: 0.00909522 Distortions/cluster: 4.81569e-35 2.11543e-05 1.19199e-05 1.27749e-35 3.34357e-05 0 2.36116e-05 1.96059e-05 4.35604e-05 1.08283e-34 0.00872182 3.1402e-05 2.1868e-05 3.05841e-05 2.27485e-05 3.72912e-05 1.81244e-05 3.36592e-05 2.44385e-05 Variance: 1.5413e-06 Variances/cluster: 2.67973e-31 5.43762e-08 6.14374e-08 0 5.91588e-08 0 6.96288e-08 6.42612e-08 2.7222e-06 0 0.156503 3.78304e-08 3.5963e-08 4.32552e-08 4.79885e-08 3.15991e-07 3.7993e-08 6.21968e-08 7.25122e-08 -------------------------------------------------------------- Initialization seed trial #411 of 1000; initialization seed = 493578636 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 570623 Distortion: 0.00937857 Distortions/cluster: 1.42468e-05 2.30833e-05 1.58649e-05 2.23127e-05 2.96641e-05 7.04418e-05 1.08283e-34 4.67043e-05 0 1.08941e-05 0.000287224 2.30834e-05 2.09587e-05 1.91944e-05 1.27749e-35 2.16534e-05 0.00872182 3.26333e-05 1.87873e-05 Variance: 1.58932e-06 Variances/cluster: 5.0337e-08 7.37255e-08 6.5824e-08 4.89156e-08 6.07671e-08 1.2533e-07 0 2.74699e-06 0 5.52826e-08 1.15807e-06 4.01413e-08 5.11142e-08 6.439e-08 0 4.76908e-08 0.156503 3.83437e-08 3.70516e-08 -------------------------------------------------------------- Initialization seed trial #412 of 1000; initialization seed = 493578637 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 74 BIC score: 556004 Distortion: 0.013009 Distortions/cluster: 1.25053e-05 3.67128e-05 1.93743e-05 2.18899e-05 0 4.81569e-35 0.00872182 4.67839e-05 2.0971e-05 1.44411e-05 1.4579e-05 1.93661e-05 0.00391362 3.80553e-05 4.35604e-05 4.07957e-05 1.47157e-05 1.53829e-05 1.44431e-05 Variance: 2.20454e-06 Variances/cluster: 6.12955e-08 5.98708e-08 3.4166e-08 4.99728e-08 0 2.67973e-31 0.156503 8.44208e-08 4.92232e-08 3.66488e-08 3.44626e-08 7.41939e-08 0.00391989 3.17091e-07 2.7222e-06 6.98334e-08 3.20575e-08 3.61071e-08 3.48836e-08 -------------------------------------------------------------- Initialization seed trial #413 of 1000; initialization seed = 493578638 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 79 BIC score: 572360 Distortion: 0.00910286 Distortions/cluster: 3.65748e-05 4.81569e-35 1.13353e-05 1.80553e-05 4.67043e-05 2.15148e-05 1.70273e-05 2.01039e-05 3.57241e-05 4.74532e-05 2.80572e-05 1.08283e-34 2.55172e-05 1.60884e-05 4.02654e-05 1.66199e-05 0 0.00872182 1.27749e-35 Variance: 1.5426e-06 Variances/cluster: 5.98409e-08 2.67973e-31 6.12668e-08 3.80876e-08 2.74699e-06 4.8782e-08 6.37677e-08 3.46578e-08 2.95206e-07 8.47111e-08 4.17481e-08 0 5.65745e-08 3.52012e-08 6.94009e-08 3.43357e-08 0 0.156503 0 -------------------------------------------------------------- Initialization seed trial #414 of 1000; initialization seed = 493578639 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 21 BIC score: 570711 Distortion: 0.00935883 Distortions/cluster: 1.51077e-05 1.27749e-35 2.8149e-05 9.93917e-06 0 3.99696e-05 0.00872182 4.90368e-05 1.81645e-05 1.80376e-05 3.53035e-05 1.5126e-05 9.48897e-06 3.9446e-05 1.08283e-34 2.19795e-05 0.000300791 1.15639e-05 2.49085e-05 Variance: 1.58597e-06 Variances/cluster: 3.44895e-08 0 4.18224e-08 2.94897e-08 0 6.86544e-08 0.156503 8.51064e-08 6.39548e-08 3.82116e-08 5.95142e-08 3.28797e-08 3.22717e-08 3.37107e-07 0 5.18338e-08 1.87971e-05 6.18336e-08 5.5719e-08 -------------------------------------------------------------- Initialization seed trial #415 of 1000; initialization seed = 493578640 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 555399 Distortion: 0.0132816 Distortions/cluster: 1.24691e-05 5.68468e-05 0.00391362 3.56628e-05 1.45307e-05 0 1.46651e-05 0.000300791 1.92937e-05 1.83184e-05 1.4561e-05 1.04378e-05 1.00996e-05 1.56241e-05 8.03927e-05 1.44411e-05 8.69867e-06 1.93568e-05 0.00872182 Variance: 2.25074e-06 Variances/cluster: 2.11291e-07 6.54704e-08 0.00391989 3.36402e-07 3.48426e-08 0 3.20871e-08 1.87971e-05 3.40839e-08 4.45665e-08 3.45836e-08 5.99824e-08 7.26541e-08 3.64166e-08 9.47727e-08 3.66488e-08 4.91408e-08 4.64149e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #416 of 1000; initialization seed = 493578641 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 506192 Distortion: 0.0399002 Distortions/cluster: 3.28653e-05 2.13491e-05 1.85027e-05 4.81569e-35 2.55764e-05 2.41841e-05 3.33687e-05 2.98458e-05 0.00391362 0.0356196 1.43827e-05 1.58935e-05 2.40634e-05 1.33353e-05 2.37044e-35 3.55836e-05 4.67043e-05 1.67796e-05 1.46393e-05 Variance: 6.76161e-06 Variances/cluster: 6.08421e-08 3.30965e-08 6.29142e-08 2.67973e-31 7.26376e-08 4.76023e-08 5.91449e-08 6.70638e-08 0.00391989 0.035575 3.40794e-08 3.61185e-08 7.13991e-08 4.48958e-08 0 2.96496e-07 2.74699e-06 3.20796e-08 3.70578e-08 -------------------------------------------------------------- Initialization seed trial #417 of 1000; initialization seed = 493578642 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 556232 Distortion: 0.0130105 Distortions/cluster: 1.35537e-05 0 2.81897e-05 0.00872182 3.6415e-05 3.98577e-05 1.61728e-05 1.64897e-05 0.00391362 1.40038e-05 3.67128e-05 4.81569e-35 1.79171e-05 1.99319e-05 1.90689e-05 4.35604e-05 1.53443e-05 1.10969e-05 4.67839e-05 Variance: 2.2048e-06 Variances/cluster: 1.01138e-07 0 4.1883e-08 0.156503 3.13886e-07 6.84621e-08 3.35505e-08 3.59222e-08 0.00391989 5.42743e-08 5.98708e-08 2.67973e-31 3.79563e-08 3.46e-08 4.56152e-08 2.7222e-06 4.20357e-08 6.13035e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #418 of 1000; initialization seed = 493578643 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 506035 Distortion: 0.0401579 Distortions/cluster: 1.37512e-05 1.97037e-05 2.83164e-05 0.00391362 1.59947e-05 3.49568e-05 0.000296857 4.67605e-05 2.00344e-05 2.37044e-35 1.05589e-05 1.11787e-05 2.83295e-05 3.82073e-05 1.12773e-05 1.67121e-05 1.77879e-05 0.0356196 1.42838e-05 Variance: 6.80527e-06 Variances/cluster: 5.41343e-08 4.60324e-08 4.79782e-08 0.00391989 3.35288e-08 6.1416e-08 1.9788e-05 8.43786e-08 3.46577e-08 0 6.10292e-08 7.55258e-08 4.15352e-08 3.67338e-07 1.97794e-07 3.59367e-08 3.80861e-08 0.035575 4.22562e-08 -------------------------------------------------------------- Initialization seed trial #419 of 1000; initialization seed = 493578644 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 70 BIC score: 603009 Distortion: 0.00457613 Distortions/cluster: 2.7094e-05 1.53806e-05 0.000297016 2.86012e-05 4.20705e-05 1.85371e-05 1.82314e-05 1.07772e-05 4.67043e-05 0 2.29791e-05 9.64317e-35 2.37044e-35 2.17412e-05 0 7.78554e-05 0.00391362 1.24171e-05 2.31009e-05 Variance: 7.75483e-07 Variances/cluster: 5.30168e-08 3.96278e-08 6.64411e-07 7.50627e-08 4.48473e-08 7.04612e-08 6.39496e-08 4.89714e-08 2.74699e-06 0 3.68804e-08 6.86694e-32 0 4.10172e-08 0 1.10895e-07 0.00391989 5.56642e-08 6.19122e-08 -------------------------------------------------------------- Initialization seed trial #420 of 1000; initialization seed = 493578645 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 496222 Distortion: 0.0491686 Distortions/cluster: 2.82933e-05 0.0446389 1.53372e-05 1.04816e-05 0.00391362 2.90089e-05 1.55913e-05 1.20139e-05 0.000300791 1.80048e-05 1.14431e-05 1.45152e-05 8.64258e-06 2.90326e-05 3.9446e-05 2.46129e-05 1.75466e-05 2.27091e-05 1.85751e-05 Variance: 8.33225e-06 Variances/cluster: 4.18504e-08 0.0422886 3.97207e-08 4.87359e-08 0.00391989 6.19798e-08 3.46442e-08 3.01821e-08 1.87971e-05 6.66632e-08 5.49975e-08 3.27628e-08 3.36248e-08 7.5797e-08 3.37107e-07 5.13793e-08 3.78941e-08 5.94284e-08 6.47015e-08 -------------------------------------------------------------- Initialization seed trial #421 of 1000; initialization seed = 493578646 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 505953 Distortion: 0.0401764 Distortions/cluster: 1.42439e-05 1.40463e-05 3.99696e-05 1.53869e-05 1.92956e-05 1.54991e-05 1.68256e-05 0.000291849 2.23278e-05 3.53035e-05 0.0356196 0.00391362 0 4.67043e-05 2.37044e-35 3.55836e-05 1.56342e-05 1.14729e-05 4.90368e-05 Variance: 6.8084e-06 Variances/cluster: 3.4155e-08 3.14207e-08 6.86544e-08 3.55323e-08 3.41475e-08 3.81714e-08 6.34882e-08 7.42557e-07 4.77047e-08 5.95142e-08 0.035575 0.00391989 0 2.74699e-06 0 2.96496e-07 3.62711e-08 6.13473e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #422 of 1000; initialization seed = 493578647 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 571381 Distortion: 0.00935789 Distortions/cluster: 2.15276e-05 1.45068e-05 4.86717e-05 9.58166e-06 3.00268e-05 1.02845e-05 1.08283e-34 0.000300791 1.44369e-05 2.99492e-05 3.99122e-05 1.27749e-35 3.70588e-05 0.00872182 9.35423e-06 0 1.27323e-05 3.01035e-05 2.71289e-05 Variance: 1.58581e-06 Variances/cluster: 5.99456e-08 5.12443e-08 4.89612e-08 4.78929e-08 7.58193e-08 5.29958e-08 0 1.87971e-05 4.03134e-08 4.14188e-08 3.382e-07 0 4.08101e-08 0.156503 5.25349e-08 0 7.23206e-08 6.0082e-08 5.46904e-08 -------------------------------------------------------------- Initialization seed trial #423 of 1000; initialization seed = 493578648 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 74 BIC score: 572277 Distortion: 0.00909557 Distortions/cluster: 2.90113e-05 2.94707e-05 0.00872182 4.81569e-35 1.80876e-05 3.36824e-05 4.35604e-05 3.82031e-05 3.34105e-05 2.84588e-05 2.0412e-05 1.64986e-05 1.08283e-34 0 1.96059e-05 1.63126e-05 2.34269e-05 2.36116e-05 1.27749e-35 Variance: 1.54136e-06 Variances/cluster: 4.21028e-08 6.28322e-08 0.156503 2.67973e-31 3.85626e-08 5.91764e-08 2.7222e-06 3.15692e-07 6.21969e-08 7.48856e-08 3.50681e-08 3.59414e-08 0 0 6.42612e-08 3.36313e-08 4.88016e-08 6.96288e-08 0 -------------------------------------------------------------- Initialization seed trial #424 of 1000; initialization seed = 493578649 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 511307 Distortion: 0.0360004 Distortions/cluster: 1.65931e-05 3.82031e-05 1.75769e-05 2.209e-05 3.99696e-05 3.53035e-05 0.0356196 1.62072e-05 1.99629e-05 1.24607e-05 4.81569e-35 4.35604e-05 1.08283e-34 2.37044e-35 1.27749e-35 2.88389e-05 4.90368e-05 1.96149e-05 2.14525e-05 Variance: 6.10073e-06 Variances/cluster: 3.59905e-08 3.15692e-07 3.77961e-08 4.99732e-08 6.86544e-08 5.95142e-08 0.035575 3.35524e-08 3.46537e-08 6.16813e-08 2.67973e-31 2.7222e-06 0 0 0 4.20355e-08 8.51064e-08 7.37348e-08 4.97693e-08 -------------------------------------------------------------- Initialization seed trial #425 of 1000; initialization seed = 493578650 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 556016 Distortion: 0.0130091 Distortions/cluster: 1.46927e-05 4.07957e-05 1.25053e-05 1.8926e-05 1.69948e-05 4.81569e-35 3.67128e-05 0.00391362 4.67839e-05 0.00872182 1.5216e-05 1.85011e-05 3.80553e-05 2.13278e-05 1.45825e-05 0 2.15961e-05 4.35604e-05 1.33977e-05 Variance: 2.20456e-06 Variances/cluster: 3.43257e-08 6.98334e-08 6.12955e-08 7.3924e-08 3.22453e-08 2.67973e-31 5.98708e-08 0.00391989 8.44208e-08 0.156503 3.61394e-08 3.33315e-08 3.17091e-07 5.06556e-08 3.6728e-08 0 4.89664e-08 2.7222e-06 3.70069e-08 -------------------------------------------------------------- Initialization seed trial #426 of 1000; initialization seed = 493578651 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 22 BIC score: 496296 Distortion: 0.0491606 Distortions/cluster: 1.46292e-05 1.38766e-05 1.56942e-05 2.05136e-05 2.21323e-05 1.46436e-05 1.70409e-05 0.000300791 0.00391362 0.0446389 1.86361e-05 3.55643e-05 2.72665e-05 1.70613e-05 1.84658e-05 1.56275e-05 2.24998e-05 1.86519e-05 1.49607e-05 Variance: 8.33089e-06 Variances/cluster: 5.84981e-08 3.70998e-08 2.6595e-07 4.27328e-08 5.08748e-08 3.46155e-08 3.25802e-08 1.87971e-05 0.00391989 0.0422886 4.87695e-08 3.35473e-07 7.28993e-08 4.15996e-08 3.33883e-08 3.634e-08 5.76734e-08 6.42967e-08 3.71197e-08 -------------------------------------------------------------- Initialization seed trial #427 of 1000; initialization seed = 493578652 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 496828 Distortion: 0.0489317 Distortions/cluster: 2.17325e-05 4.67043e-05 1.14899e-05 1.07492e-05 2.46649e-05 0.0446389 1.71828e-05 2.01373e-05 2.32564e-05 1.89033e-05 1.37304e-05 1.17609e-05 1.89965e-05 2.16879e-05 7.40502e-05 1.88487e-05 4.81569e-35 0.00391362 2.52622e-05 Variance: 8.2921e-06 Variances/cluster: 4.10011e-08 2.74699e-06 5.49579e-08 4.92926e-08 6.19517e-08 0.0422886 6.36354e-08 3.47755e-08 5.33355e-08 3.92151e-08 5.91642e-08 6.18941e-08 4.38576e-08 4.04587e-08 1.14089e-07 7.19192e-08 2.67973e-31 0.00391989 5.52738e-08 -------------------------------------------------------------- Initialization seed trial #428 of 1000; initialization seed = 493578653 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 496267 Distortion: 0.0491681 Distortions/cluster: 1.16492e-05 2.05842e-05 2.28026e-05 1.34387e-05 1.21206e-05 2.43511e-05 1.01332e-05 1.4197e-05 1.22577e-05 1.55641e-05 3.30322e-05 2.37515e-05 0.000300791 0.0446389 1.44183e-05 2.1072e-05 3.55643e-05 2.98684e-05 0.00391362 Variance: 8.33217e-06 Variances/cluster: 4.42888e-08 4.57278e-08 5.31485e-08 3.25363e-08 3.01482e-08 7.2039e-08 2.2025e-07 3.42066e-08 3.47211e-08 3.61924e-08 8.07376e-08 5.57363e-08 1.87971e-05 0.0422886 3.0287e-08 4.4265e-08 3.35473e-07 6.63533e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #429 of 1000; initialization seed = 493578654 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 570670 Distortion: 0.00936792 Distortions/cluster: 1.58615e-05 7.83172e-06 0 1.08283e-34 3.53674e-05 0.00872182 2.04887e-05 1.70718e-05 2.79629e-05 4.35604e-05 1.42708e-05 1.25391e-05 3.68069e-05 4.00733e-05 1.82502e-05 2.18682e-05 4.88691e-05 0.000285279 1.27749e-35 Variance: 1.58751e-06 Variances/cluster: 3.45536e-08 3.36086e-08 0 0 5.95215e-08 0.156503 4.6774e-08 3.71091e-08 4.17944e-08 2.7222e-06 3.27283e-08 3.02113e-08 3.14553e-07 6.87144e-08 6.70907e-08 5.19387e-08 8.51109e-08 1.33924e-06 0 -------------------------------------------------------------- Initialization seed trial #430 of 1000; initialization seed = 493578655 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 500662 Distortion: 0.045264 Distortions/cluster: 1.65953e-05 0.000296857 1.60616e-05 1.08283e-34 1.74479e-05 0.0446389 1.93736e-05 2.77049e-05 1.42971e-05 1.58306e-05 3.97025e-05 1.29626e-05 1.23871e-05 1.27749e-35 3.09436e-05 4.78277e-05 3.45671e-05 8.63994e-06 1.39273e-05 Variance: 7.67057e-06 Variances/cluster: 4.85197e-08 1.9788e-05 3.37398e-08 0 3.75996e-08 0.0422886 3.41646e-08 4.14088e-08 4.74949e-08 3.49431e-08 3.67573e-07 2.31427e-07 5.8702e-08 0 5.21643e-08 8.49246e-08 6.08381e-08 5.8373e-08 3.81537e-08 -------------------------------------------------------------- Initialization seed trial #431 of 1000; initialization seed = 493578656 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 80 BIC score: 690030 Distortion: 0.000647794 Distortions/cluster: 1.08283e-34 1.62843e-05 1.27749e-35 3.67128e-05 0.000300791 1.80876e-05 4.08979e-05 2.0412e-05 9.64317e-35 2.90015e-05 2.94707e-05 0 2.37044e-35 4.07957e-05 4.67839e-05 1.66701e-05 2.84588e-05 2.34269e-05 0 Variance: 1.09777e-07 Variances/cluster: 0 3.36423e-08 0 5.98708e-08 1.87971e-05 3.85626e-08 3.37961e-07 3.50681e-08 6.86694e-32 4.21497e-08 6.28322e-08 0 0 6.98334e-08 8.44208e-08 3.60793e-08 7.48856e-08 4.88016e-08 0 -------------------------------------------------------------- Initialization seed trial #432 of 1000; initialization seed = 493578657 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 497141 Distortion: 0.0489096 Distortions/cluster: 2.01039e-05 2.07458e-05 4.35604e-05 2.32281e-05 3.00454e-05 1.67225e-05 2.83219e-05 1.51987e-05 3.29828e-05 2.01151e-05 3.20301e-05 0.00391362 4.81569e-35 1.11791e-05 1.58544e-05 1.88803e-05 9.85554e-06 1.82145e-05 0.0446389 Variance: 8.28835e-06 Variances/cluster: 3.46578e-08 4.67209e-08 2.7222e-06 6.76993e-08 5.66712e-08 3.43348e-08 4.19547e-08 5.64963e-08 3.11122e-07 4.67751e-08 5.66719e-08 0.00391989 2.67973e-31 6.10828e-08 3.5073e-08 6.33365e-08 2.18977e-07 3.83427e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #433 of 1000; initialization seed = 493578658 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 496496 Distortion: 0.0491721 Distortions/cluster: 3.30311e-05 1.38703e-05 1.74405e-05 0.00391362 2.83245e-05 4.35604e-05 1.8754e-05 1.59318e-05 1.03165e-05 1.69521e-05 1.65801e-05 1.60438e-05 2.04028e-05 2.84035e-05 1.14431e-05 0.0446389 0.000293324 2.20065e-05 1.31855e-05 Variance: 8.33284e-06 Variances/cluster: 3.14546e-07 2.39088e-07 6.34001e-08 0.00391989 4.15278e-08 2.7222e-06 3.89049e-08 3.52442e-08 4.86472e-08 3.45225e-08 4.57862e-08 4.03996e-08 3.49921e-08 7.51355e-08 5.49975e-08 0.0422886 6.75808e-07 4.39213e-08 5.03104e-08 -------------------------------------------------------------- Initialization seed trial #434 of 1000; initialization seed = 493578659 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 78 BIC score: 570667 Distortion: 0.00935541 Distortions/cluster: 2.47617e-05 1.08283e-34 1.49238e-05 1.67213e-05 1.44628e-05 4.07957e-05 4.67839e-05 1.46691e-05 0.00872182 1.13353e-05 3.93166e-05 1.46037e-05 0 0.000300791 1.53857e-05 2.29109e-05 1.94199e-05 3.67128e-05 1.27749e-35 Variance: 1.58539e-06 Variances/cluster: 5.705e-08 0 3.47034e-08 6.35744e-08 3.49313e-08 6.98334e-08 8.44208e-08 3.20259e-08 0.156503 6.12668e-08 3.38897e-07 3.67816e-08 0 1.87971e-05 3.63696e-08 5.14805e-08 3.41859e-08 5.98708e-08 0 -------------------------------------------------------------- Initialization seed trial #435 of 1000; initialization seed = 493578660 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 510473 Distortion: 0.0362761 Distortions/cluster: 0.0356196 1.08283e-34 1.78134e-05 7.30875e-05 1.09658e-05 0.000296913 2.18195e-05 2.20017e-05 1.72687e-05 1.51226e-05 2.69519e-05 2.01119e-05 1.89777e-05 4.67043e-05 2.07694e-05 2.37044e-35 1.93672e-05 1.27749e-35 2.87034e-05 Variance: 6.14745e-06 Variances/cluster: 0.035575 0 6.22647e-08 1.12779e-07 5.53653e-08 6.65671e-07 4.10105e-08 4.06647e-08 3.81925e-08 9.16217e-08 5.28422e-08 5.07712e-08 3.92879e-08 2.74699e-06 3.53782e-08 0 7.53355e-08 0 7.51338e-08 -------------------------------------------------------------- Initialization seed trial #436 of 1000; initialization seed = 493578661 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 500500 Distortion: 0.0452619 Distortions/cluster: 1.13353e-05 1.4646e-05 1.45651e-05 1.27749e-35 0.000300791 1.4561e-05 1.57328e-05 3.55643e-05 1.47769e-05 1.94199e-05 1.84227e-05 3.13587e-05 1.54512e-05 4.67605e-05 1.97965e-05 1.08283e-34 3.52183e-05 0.0446389 1.45778e-05 Variance: 7.67021e-06 Variances/cluster: 6.12668e-08 3.67952e-08 3.21498e-08 0 1.87971e-05 3.45836e-08 3.64154e-08 3.35473e-07 2.54722e-07 3.41859e-08 4.225e-08 5.23346e-08 5.89697e-08 8.43786e-08 4.70186e-08 0 6.16586e-08 0.0422886 3.47888e-08 -------------------------------------------------------------- Initialization seed trial #437 of 1000; initialization seed = 493578662 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 68 BIC score: 554918 Distortion: 0.0132648 Distortions/cluster: 2.36116e-05 3.35214e-05 1.06122e-05 1.43798e-05 3.36824e-05 0 4.35604e-05 1.94952e-05 0.00391362 1.6514e-05 1.69587e-05 0.000280395 0.00872182 1.42534e-05 2.01311e-05 2.82551e-05 2.08945e-05 3.71507e-05 1.59789e-05 Variance: 2.2479e-06 Variances/cluster: 6.96288e-08 6.22874e-08 6.09847e-08 3.48994e-08 5.91764e-08 0 2.7222e-06 6.41085e-08 0.00391989 3.69409e-08 4.39307e-08 1.2461e-06 0.156503 3.563e-08 5.59147e-08 3.66917e-08 3.54104e-08 3.1749e-07 6.34034e-08 -------------------------------------------------------------- Initialization seed trial #438 of 1000; initialization seed = 493578663 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 78 BIC score: 500892 Distortion: 0.0450125 Distortions/cluster: 1.47148e-05 4.35604e-05 4.81569e-35 1.27749e-35 1.52821e-05 0.0446389 3.80553e-05 4.67839e-05 3.67128e-05 1.86193e-05 1.46927e-05 1.08283e-34 2.1669e-05 1.25053e-05 1.8926e-05 2.13278e-05 4.07957e-05 1.45609e-05 1.54008e-05 Variance: 7.62795e-06 Variances/cluster: 3.68756e-08 2.7222e-06 2.67973e-31 0 3.62103e-08 0.0422886 3.17091e-07 8.44208e-08 5.98708e-08 3.3424e-08 3.43257e-08 0 4.90205e-08 6.12955e-08 7.3924e-08 5.06556e-08 6.98334e-08 3.5861e-08 3.2284e-08 -------------------------------------------------------------- Initialization seed trial #439 of 1000; initialization seed = 493578664 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 556347 Distortion: 0.0130058 Distortions/cluster: 2.08298e-05 3.45671e-05 1.64156e-05 4.35604e-05 1.15606e-05 3.09436e-05 1.29626e-05 1.74428e-05 1.91836e-05 0.00872182 0 1.58614e-05 4.78277e-05 1.9924e-05 2.81057e-05 3.29828e-05 1.8191e-05 0.00391362 4.81569e-35 Variance: 2.204e-06 Variances/cluster: 4.63877e-08 6.08381e-08 3.41251e-08 2.7222e-06 6.21483e-08 5.21643e-08 2.31427e-07 5.95273e-08 4.66711e-08 0.156503 0 3.5011e-08 8.49246e-08 3.45262e-08 4.19452e-08 3.11122e-07 3.81325e-08 0.00391989 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #440 of 1000; initialization seed = 493578665 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 572045 Distortion: 0.00911809 Distortions/cluster: 4.81569e-35 1.15146e-05 2.56702e-05 3.3134e-05 0 1.87523e-05 4.67043e-05 2.38881e-05 2.29073e-05 7.09311e-05 1.27749e-35 2.2611e-05 0.00872182 2.02724e-05 3.30761e-05 1.88171e-05 1.08283e-34 2.20837e-05 2.59086e-05 Variance: 1.54518e-06 Variances/cluster: 2.67973e-31 6.15701e-08 5.55586e-08 7.31204e-08 0 6.39961e-08 2.74699e-06 4.1041e-08 5.3768e-08 1.21032e-07 0 4.94611e-08 0.156503 3.48283e-08 8.0062e-08 3.91174e-08 0 4.1507e-08 6.0373e-08 -------------------------------------------------------------- Initialization seed trial #441 of 1000; initialization seed = 493578666 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 500905 Distortion: 0.0450058 Distortions/cluster: 2.6365e-05 3.57241e-05 1.83669e-05 1.08283e-34 1.21093e-05 4.67043e-05 1.66286e-05 2.84668e-05 2.26649e-05 2.90887e-05 1.59358e-05 4.81569e-35 1.30686e-05 1.27749e-35 2.98108e-05 2.044e-05 2.32031e-05 0.0446389 2.82937e-05 Variance: 7.62681e-06 Variances/cluster: 5.80541e-08 2.95206e-07 3.84208e-08 0 5.55294e-08 2.74699e-06 3.42828e-08 5.7374e-08 4.86328e-08 6.12343e-08 3.50978e-08 2.67973e-31 5.26793e-08 0 7.58485e-08 3.49362e-08 6.96571e-08 0.0422886 4.18509e-08 -------------------------------------------------------------- Initialization seed trial #442 of 1000; initialization seed = 493578667 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 500397 Distortion: 0.0452808 Distortions/cluster: 1.08283e-34 4.35604e-05 4.07957e-05 3.67128e-05 8.03117e-06 1.65041e-05 1.14497e-05 1.27749e-35 1.72007e-05 3.6415e-05 1.48044e-05 0.000281004 1.43011e-05 2.77942e-05 1.25554e-05 4.67839e-05 0.0446389 2.28482e-05 1.10839e-05 Variance: 7.67341e-06 Variances/cluster: 0 2.7222e-06 6.98334e-08 5.98708e-08 3.26432e-08 3.6754e-08 2.92798e-08 0 5.10359e-08 3.13886e-07 3.31166e-08 1.08487e-06 3.32555e-08 4.17294e-08 9.65726e-08 8.44208e-08 0.0422886 7.1844e-08 3.23119e-08 -------------------------------------------------------------- Initialization seed trial #443 of 1000; initialization seed = 493578668 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 66 BIC score: 555165 Distortion: 0.0132608 Distortions/cluster: 0.00391362 8.92782e-06 1.58306e-05 0.000300791 3.60168e-05 0 3.52183e-05 1.31893e-05 1.39712e-05 0.00872182 1.27888e-05 1.6494e-05 1.60616e-05 3.13587e-05 1.34333e-05 4.67605e-05 1.74479e-05 2.77049e-05 1.93736e-05 Variance: 2.24721e-06 Variances/cluster: 0.00391989 5.91196e-08 3.49431e-08 1.87971e-05 3.36566e-07 0 6.16586e-08 5.86147e-08 3.84848e-08 0.156503 2.32475e-07 4.85074e-08 3.37398e-08 5.23346e-08 4.64782e-08 8.43786e-08 3.75996e-08 4.14088e-08 3.41646e-08 -------------------------------------------------------------- Initialization seed trial #444 of 1000; initialization seed = 493578669 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 75 BIC score: 605721 Distortion: 0.00430687 Distortions/cluster: 1.88981e-05 2.46649e-05 1.14129e-05 7.80506e-05 2.29193e-05 2.86463e-05 0.00391362 0 1.28678e-05 4.81569e-35 9.64317e-35 2.93148e-05 4.09224e-05 2.37044e-35 2.61316e-05 1.931e-05 1.14052e-05 2.19964e-05 4.67043e-05 Variance: 7.29854e-07 Variances/cluster: 7.32255e-08 6.19517e-08 5.59277e-08 1.12943e-07 3.68435e-08 7.5181e-08 0.00391989 0 5.69188e-08 2.67973e-31 6.86694e-32 6.15806e-08 4.38573e-08 0 5.32163e-08 4.41734e-08 4.97883e-08 4.09577e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #445 of 1000; initialization seed = 493578670 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 570618 Distortion: 0.00936229 Distortions/cluster: 1.39018e-05 1.08283e-34 1.96393e-05 4.67043e-05 1.52603e-05 1.77585e-05 2.08577e-05 1.40202e-05 1.27749e-35 1.42775e-05 0.000299789 3.99696e-05 4.90368e-05 2.20816e-05 0.00872182 3.53035e-05 1.22872e-05 1.95841e-05 0 Variance: 1.58656e-06 Variances/cluster: 3.13783e-08 0 7.38266e-08 2.74699e-06 3.55687e-08 4.08206e-08 4.91882e-08 3.36995e-08 0 3.64184e-08 2.60657e-06 6.86544e-08 8.51064e-08 5.00676e-08 0.156503 5.95142e-08 6.14306e-08 3.4294e-08 0 -------------------------------------------------------------- Initialization seed trial #446 of 1000; initialization seed = 493578671 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 71 BIC score: 511352 Distortion: 0.0362562 Distortions/cluster: 3.00268e-05 0.000296292 2.94143e-05 1.27749e-35 2.93403e-05 0.0356196 1.08283e-34 2.37044e-35 4.67043e-05 1.9412e-05 2.22907e-05 1.93288e-05 3.27146e-05 0 2.22795e-05 2.27887e-05 2.54181e-05 7.99002e-06 3.26776e-05 Variance: 6.14408e-06 Variances/cluster: 7.58193e-08 2.7688e-06 5.57967e-08 0 6.03661e-08 0.035575 0 0 2.74699e-06 6.40454e-08 3.62998e-08 3.96044e-08 3.86664e-08 0 6.62874e-08 4.84822e-08 4.6453e-08 1.69948e-07 4.55715e-08 -------------------------------------------------------------- Initialization seed trial #447 of 1000; initialization seed = 493578672 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 555224 Distortion: 0.0132596 Distortions/cluster: 0.000300791 1.41776e-05 3.13587e-05 2.09362e-05 8.63994e-06 3.52183e-05 1.23871e-05 1.79276e-05 1.4264e-05 2.77237e-05 0.00872182 0.00391362 1.29626e-05 3.55643e-05 1.47576e-05 4.67605e-05 1.42176e-05 1.65021e-05 0 Variance: 2.24701e-06 Variances/cluster: 1.87971e-05 3.51768e-08 5.23346e-08 3.54209e-08 5.8373e-08 6.16586e-08 5.8702e-08 5.1809e-08 3.80342e-08 3.6237e-08 0.156503 0.00391989 2.31427e-07 3.35473e-07 4.76013e-08 8.43786e-08 3.55409e-08 3.68319e-08 0 -------------------------------------------------------------- Initialization seed trial #448 of 1000; initialization seed = 493578673 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 501375 Distortion: 0.0449917 Distortions/cluster: 4.67839e-05 1.27749e-35 4.07957e-05 0.0446389 1.08283e-34 1.14208e-05 1.59192e-05 2.45348e-05 2.01801e-05 1.57716e-05 1.63282e-05 3.54306e-05 1.88326e-05 1.65931e-05 4.81569e-35 3.03646e-05 2.51584e-05 1.67496e-05 1.7959e-05 Variance: 7.62443e-06 Variances/cluster: 8.44208e-08 0 6.98334e-08 0.0422886 0 6.13969e-08 7.5794e-07 2.72576e-06 3.47893e-08 1.43363e-07 3.36633e-08 5.8064e-08 4.30914e-08 3.59905e-08 2.67973e-31 4.4324e-08 5.67863e-08 6.34406e-08 3.82069e-08 -------------------------------------------------------------- Initialization seed trial #449 of 1000; initialization seed = 493578674 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 496142 Distortion: 0.0491786 Distortions/cluster: 3.25482e-05 1.96949e-05 0.0446389 2.43786e-05 1.01906e-05 1.74596e-05 1.02346e-05 1.97067e-05 1.57021e-05 9.76969e-06 2.13201e-05 1.49108e-05 1.38948e-05 0.00391362 4.67043e-05 3.36824e-05 0.000286218 1.40143e-05 3.55836e-05 Variance: 8.33394e-06 Variances/cluster: 6.08182e-08 6.41321e-08 0.0422886 7.18907e-08 3.28702e-08 3.26311e-08 4.16004e-08 4.74818e-08 6.56936e-08 2.5912e-08 4.88952e-08 3.54144e-08 3.38042e-08 0.00391989 2.74699e-06 5.91764e-08 1.22306e-06 3.6209e-08 2.96496e-07 -------------------------------------------------------------- Initialization seed trial #450 of 1000; initialization seed = 493578675 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 571540 Distortion: 0.00936769 Distortions/cluster: 0.000298558 2.34006e-05 2.8757e-05 1.27749e-35 1.08283e-34 3.5881e-05 0 1.92731e-05 4.67043e-05 1.58262e-05 2.00956e-05 1.12644e-05 1.22311e-05 1.07437e-05 6.6283e-05 1.49696e-05 0.00872182 2.14809e-05 2.04027e-05 Variance: 1.58748e-06 Variances/cluster: 2.66539e-06 7.37959e-08 5.87885e-08 0 0 4.68992e-08 0 6.44378e-08 2.74699e-06 5.53322e-08 4.84188e-08 6.18873e-08 9.33599e-08 5.47975e-08 4.8131e-08 4.05647e-08 0.156503 4.7933e-08 4.10477e-08 -------------------------------------------------------------- Initialization seed trial #451 of 1000; initialization seed = 493578676 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 72 BIC score: 556507 Distortion: 0.0129883 Distortions/cluster: 0.00391362 4.67839e-05 3.5868e-05 1.22742e-05 0 0.00872182 1.59192e-05 2.99009e-05 2.45348e-05 2.28319e-05 1.67367e-05 1.76104e-05 2.25195e-05 4.81569e-35 1.96103e-05 4.07957e-05 1.62781e-05 1.58984e-05 1.53296e-05 Variance: 2.20104e-06 Variances/cluster: 0.00391989 8.44208e-08 5.86846e-08 6.19856e-08 0 0.156503 7.5794e-07 4.42282e-08 2.72576e-06 4.90968e-08 4.31318e-08 3.76255e-08 7.26381e-08 2.67973e-31 3.42797e-08 6.98334e-08 3.39097e-08 3.50153e-08 1.40623e-07 -------------------------------------------------------------- Initialization seed trial #452 of 1000; initialization seed = 493578677 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 496830 Distortion: 0.0489234 Distortions/cluster: 4.81569e-35 3.99696e-05 3.57241e-05 1.03073e-05 0.0446389 1.76294e-05 1.22872e-05 3.53035e-05 0.00391362 4.67043e-05 2.21519e-05 1.96393e-05 1.10326e-05 4.90368e-05 2.01306e-05 1.27178e-05 9.33354e-06 1.43486e-05 1.45544e-05 Variance: 8.2907e-06 Variances/cluster: 2.67973e-31 6.86544e-08 2.95206e-07 4.1391e-08 0.0422886 3.27647e-08 6.14306e-08 5.95142e-08 0.00391989 2.74699e-06 5.01133e-08 7.38266e-08 2.63916e-08 8.51064e-08 4.78117e-08 3.30304e-08 3.48236e-08 3.56895e-08 3.46503e-08 -------------------------------------------------------------- Initialization seed trial #453 of 1000; initialization seed = 493578678 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 556541 Distortion: 0.0130284 Distortions/cluster: 1.1529e-05 0.00872182 2.19956e-05 1.90354e-05 4.81569e-35 4.35604e-05 1.53884e-05 1.32174e-05 1.44048e-05 5.63808e-05 2.80194e-05 1.75381e-05 8.36394e-06 0.00391362 1.81143e-05 0 1.14674e-05 3.35454e-05 8.03927e-05 Variance: 2.20783e-06 Variances/cluster: 2.95582e-08 0.156503 4.92032e-08 4.6537e-08 2.67973e-31 2.7222e-06 3.44229e-08 2.20239e-07 3.26612e-08 6.50086e-08 4.18788e-08 3.76319e-08 3.29251e-08 0.00391989 6.18188e-08 0 6.19807e-08 3.13472e-07 9.47727e-08 -------------------------------------------------------------- Initialization seed trial #454 of 1000; initialization seed = 493578679 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 689583 Distortion: 0.000650137 Distortions/cluster: 1.69243e-05 2.09939e-05 4.90368e-05 2.57256e-05 3.99055e-05 2.15266e-05 9.64317e-35 3.70143e-05 2.94643e-05 4.35604e-05 0 0.000282943 1.53187e-05 3.53674e-05 1.27749e-35 2.37044e-35 1.08283e-34 1.61642e-05 1.61928e-05 Variance: 1.10174e-07 Variances/cluster: 3.7275e-08 4.61364e-08 8.51064e-08 7.24607e-08 6.86622e-08 3.57543e-08 6.86694e-32 3.16325e-07 3.75787e-08 2.7222e-06 0 9.15596e-07 3.52935e-08 5.95215e-08 0 0 0 7.66016e-08 3.92038e-08 -------------------------------------------------------------- Initialization seed trial #455 of 1000; initialization seed = 493578680 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 556018 Distortion: 0.0130059 Distortions/cluster: 2.51907e-05 3.26914e-05 2.82137e-05 4.67043e-05 2.51231e-05 1.64204e-05 0 3.33695e-05 1.82297e-05 0.00872182 0.00391362 2.04198e-05 1.63282e-05 3.57241e-05 2.25074e-05 1.13353e-05 1.68904e-05 2.12984e-05 4.81569e-35 Variance: 2.20401e-06 Variances/cluster: 5.67311e-08 7.99046e-08 4.17945e-08 2.74699e-06 5.82711e-08 3.58492e-08 0 7.33165e-08 3.8294e-08 0.156503 0.00391989 3.50213e-08 3.36633e-08 2.95206e-07 4.94509e-08 6.12668e-08 6.37326e-08 4.8401e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #456 of 1000; initialization seed = 493578681 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 602663 Distortion: 0.00455276 Distortions/cluster: 1.68122e-05 3.36284e-05 0 0.00391362 2.70431e-05 9.64317e-35 4.35604e-05 1.77395e-05 2.03476e-05 3.32281e-05 0.000277391 2.19698e-05 2.25858e-05 1.63282e-05 2.48718e-05 2.88389e-05 1.65931e-05 2.37044e-35 3.82031e-05 Variance: 7.71524e-07 Variances/cluster: 6.0039e-08 7.37233e-08 0 0.00391989 6.06298e-08 6.86694e-32 2.7222e-06 3.79824e-08 3.50177e-08 8.00423e-08 1.84911e-06 4.85901e-08 4.94175e-08 3.36633e-08 5.82286e-08 4.20355e-08 3.59905e-08 0 3.15692e-07 -------------------------------------------------------------- Initialization seed trial #457 of 1000; initialization seed = 493578682 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 605871 Distortion: 0.00428615 Distortions/cluster: 4.67043e-05 2.95988e-05 1.55957e-05 2.2302e-05 1.92403e-05 2.40201e-05 9.64317e-35 1.90592e-05 2.35247e-05 3.57241e-05 3.11248e-05 0 3.33853e-05 2.25077e-05 2.86463e-05 2.1099e-05 4.81569e-35 0.00391362 2.37044e-35 Variance: 7.26344e-07 Variances/cluster: 2.74699e-06 6.24396e-08 5.97345e-08 3.63182e-08 3.98312e-08 6.03328e-08 6.86694e-32 4.62452e-08 4.86004e-08 2.95206e-07 4.31652e-08 0 3.89981e-08 5.93676e-08 7.5181e-08 7.05431e-08 2.67973e-31 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #458 of 1000; initialization seed = 493578683 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 497233 Distortion: 0.0489341 Distortions/cluster: 4.06528e-05 2.4224e-05 7.65225e-05 2.22531e-05 1.25053e-05 1.27688e-05 4.67043e-05 0.0446389 1.5215e-05 9.45125e-06 1.9419e-05 2.28214e-05 4.81569e-35 7.91654e-06 2.25425e-05 0.00391362 9.76178e-06 2.29382e-05 1.5909e-05 Variance: 8.29252e-06 Variances/cluster: 4.37089e-08 5.4309e-08 1.14888e-07 3.62386e-08 6.12955e-08 7.50878e-08 2.74699e-06 0.0422886 4.09973e-08 5.19133e-08 7.41129e-08 4.13392e-08 2.67973e-31 4.91552e-08 4.94311e-08 0.00391989 5.19077e-08 6.33443e-08 5.01701e-08 -------------------------------------------------------------- Initialization seed trial #459 of 1000; initialization seed = 493578684 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 689827 Distortion: 0.000644327 Distortions/cluster: 2.52743e-05 2.41356e-05 9.64317e-35 1.08283e-34 0 2.85409e-05 3.67128e-05 2.79839e-05 3.97469e-05 1.75597e-05 1.27749e-35 4.07957e-05 2.37044e-35 1.75994e-05 0.000300791 4.67839e-05 1.05148e-05 1.04074e-05 1.74798e-05 Variance: 1.09189e-07 Variances/cluster: 5.10547e-08 3.91778e-08 6.86694e-32 0 0 6.35604e-08 5.98708e-08 7.46177e-08 3.36799e-07 4.1607e-08 0 6.98334e-08 0 3.91059e-08 1.87971e-05 8.44208e-08 3.24494e-08 3.16299e-08 3.14358e-08 -------------------------------------------------------------- Initialization seed trial #460 of 1000; initialization seed = 493578685 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 500720 Distortion: 0.0452636 Distortions/cluster: 1.10969e-05 0.000296857 1.39485e-05 1.60379e-05 1.89331e-05 1.08283e-34 2.8497e-05 1.79728e-05 4.77531e-05 1.11765e-05 2.79619e-05 1.64961e-05 3.82073e-05 3.41625e-05 1.27749e-35 2.00614e-05 1.04823e-05 0.0446389 1.50335e-05 Variance: 7.6705e-06 Variances/cluster: 6.13035e-08 1.9788e-05 5.42702e-08 3.51676e-08 4.56178e-08 0 4.84484e-08 3.81551e-08 8.4943e-08 1.96028e-07 4.14214e-08 3.42214e-08 3.67338e-07 6.05524e-08 0 3.46444e-08 7.82199e-08 0.0422886 4.18726e-08 -------------------------------------------------------------- Initialization seed trial #461 of 1000; initialization seed = 493578686 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 496893 Distortion: 0.0489128 Distortions/cluster: 2.81897e-05 1.66199e-05 2.88814e-05 4.35604e-05 2.20758e-05 3.68069e-05 4.81569e-35 1.91944e-05 1.80553e-05 1.16135e-05 1.60379e-05 0.0446389 0.00391362 2.30313e-05 2.01039e-05 2.41027e-05 2.25515e-05 1.8495e-05 1.08941e-05 Variance: 8.28889e-06 Variances/cluster: 4.1883e-08 3.43357e-08 5.86827e-08 2.7222e-06 4.89328e-08 3.14553e-07 2.67973e-31 6.439e-08 3.80876e-08 6.17686e-08 3.51676e-08 0.0422886 0.00391989 7.37953e-08 3.46578e-08 5.36765e-08 5.23189e-08 6.60485e-08 5.52826e-08 -------------------------------------------------------------- Initialization seed trial #462 of 1000; initialization seed = 493578687 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 510520 Distortion: 0.0362537 Distortions/cluster: 0.000297226 2.14233e-05 2.9803e-05 2.37044e-35 1.68047e-05 1.52401e-05 2.30601e-05 1.27749e-35 1.45841e-05 1.08283e-34 2.1165e-05 1.66321e-05 3.57241e-05 4.67043e-05 0.0356196 2.86012e-05 2.18326e-05 2.15942e-05 2.37324e-05 Variance: 6.14365e-06 Variances/cluster: 6.69374e-07 3.57611e-08 3.77221e-08 0 3.70932e-08 3.51125e-08 5.91096e-08 0 5.83178e-08 0 7.10012e-08 3.95962e-08 2.95206e-07 2.74699e-06 0.035575 7.50627e-08 5.6837e-08 5.05556e-08 4.82322e-08 -------------------------------------------------------------- Initialization seed trial #463 of 1000; initialization seed = 493578688 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 571100 Distortion: 0.00934838 Distortions/cluster: 0 1.97908e-05 1.19199e-05 1.08283e-34 0.000300791 2.95733e-05 2.44385e-05 2.92006e-05 2.16332e-05 3.17437e-05 1.161e-05 0.00872182 1.8992e-05 3.59057e-05 3.16393e-05 1.97177e-05 2.14243e-05 1.27749e-35 1.81774e-05 Variance: 1.5842e-06 Variances/cluster: 0 4.49642e-08 6.14374e-08 0 1.87971e-05 4.24867e-08 7.25122e-08 6.63442e-08 3.58125e-08 8.03381e-08 2.14942e-07 0.156503 3.89142e-08 3.35532e-07 3.7979e-08 4.49006e-08 4.5677e-08 0 4.68447e-08 -------------------------------------------------------------- Initialization seed trial #464 of 1000; initialization seed = 493578689 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 690079 Distortion: 0.000640643 Distortions/cluster: 3.00292e-05 2.05995e-05 2.5457e-05 1.60001e-05 3.27799e-05 1.85219e-05 2.37044e-35 2.90212e-05 1.08283e-34 0 4.67043e-05 1.27749e-35 2.30726e-05 1.67821e-05 1.87066e-05 0.000299789 2.98108e-05 3.33687e-05 9.64317e-35 Variance: 1.08565e-07 Variances/cluster: 4.43525e-08 3.52087e-08 7.25045e-08 3.50848e-08 6.07967e-08 3.85837e-08 0 6.12213e-08 0 0 2.74699e-06 0 4.94014e-08 3.44571e-08 6.31778e-08 2.60657e-06 7.58485e-08 5.91449e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #465 of 1000; initialization seed = 493578690 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 556190 Distortion: 0.0130367 Distortions/cluster: 9.53277e-06 1.35148e-05 2.82314e-05 1.31309e-05 6.6306e-05 8.01578e-06 0 3.78274e-05 8.33627e-05 0.00872182 1.45484e-05 4.81569e-35 2.14399e-05 0.00391362 2.79393e-05 9.11113e-06 1.23526e-05 9.27216e-06 4.67043e-05 Variance: 2.20924e-06 Variances/cluster: 4.23632e-08 3.00295e-08 6.38669e-08 3.34091e-08 7.43933e-08 2.49691e-08 0 3.00181e-07 9.73555e-08 0.156503 3.47186e-08 2.67973e-31 4.58077e-08 0.00391989 7.46982e-08 3.2192e-08 3.39323e-08 3.43383e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #466 of 1000; initialization seed = 493578691 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 602854 Distortion: 0.00454789 Distortions/cluster: 0.000297103 1.59192e-05 3.44908e-05 5.56074e-05 1.95696e-05 2.43786e-05 0 2.87715e-05 1.98062e-05 0.00391362 9.64317e-35 2.45348e-05 3.27527e-05 1.95842e-05 1.21282e-05 1.61362e-05 9.08159e-06 2.43997e-05 2.37044e-35 Variance: 7.70697e-07 Variances/cluster: 6.70606e-07 7.5794e-07 6.09179e-08 8.27417e-08 3.87483e-08 7.18907e-08 0 7.51155e-08 6.42853e-08 0.00391989 6.86694e-32 2.72576e-06 6.07463e-08 3.94805e-08 3.02415e-08 3.52287e-08 3.46586e-08 4.8991e-08 0 -------------------------------------------------------------- Initialization seed trial #467 of 1000; initialization seed = 493578692 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 500244 Distortion: 0.0452688 Distortions/cluster: 1.63508e-05 1.1171e-05 3.02577e-05 2.30313e-05 1.76051e-05 0.000302829 2.90326e-05 2.20758e-05 1.43284e-05 8.6214e-06 1.08941e-05 4.35604e-05 1.27749e-35 2.32611e-05 1.91944e-05 1.08283e-34 2.87863e-05 0.0446389 2.88814e-05 Variance: 7.67138e-06 Variances/cluster: 3.51599e-08 3.02704e-08 4.43622e-08 7.37953e-08 3.79385e-08 2.6103e-06 7.5797e-08 4.89328e-08 3.26359e-08 3.19274e-08 5.52826e-08 2.7222e-06 0 4.90697e-08 6.439e-08 0 6.11124e-08 0.0422886 5.86827e-08 -------------------------------------------------------------- Initialization seed trial #468 of 1000; initialization seed = 493578693 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 689535 Distortion: 0.000650464 Distortions/cluster: 0.000293799 0 1.61511e-05 4.67043e-05 1.83354e-05 2.37044e-35 4.07957e-05 3.67128e-05 1.08283e-34 3.57241e-05 2.24546e-05 4.67839e-05 1.27749e-35 1.12608e-05 2.85287e-05 9.64317e-35 1.60306e-05 2.0401e-05 1.67821e-05 Variance: 1.1023e-07 Variances/cluster: 7.04497e-07 0 3.52613e-08 2.74699e-06 3.87604e-08 0 6.98334e-08 5.98708e-08 0 2.95206e-07 4.77714e-08 8.44208e-08 0 6.11949e-08 4.18887e-08 6.86694e-32 6.18894e-08 3.49891e-08 3.44571e-08 -------------------------------------------------------------- Initialization seed trial #469 of 1000; initialization seed = 493578694 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 690192 Distortion: 0.000641849 Distortions/cluster: 2.03826e-05 3.57241e-05 1.97726e-05 9.64317e-35 2.2366e-05 1.44798e-05 1.08283e-34 2.4344e-05 2.37044e-35 2.11957e-05 0 1.27749e-35 2.86012e-05 3.32995e-05 0.000297331 4.67043e-05 3.14729e-05 2.3009e-05 2.31671e-05 Variance: 1.0877e-07 Variances/cluster: 4.86301e-08 2.95206e-07 4.03484e-08 6.86694e-32 3.63634e-08 5.81331e-08 0 4.84897e-08 0 7.11044e-08 0 0 7.50627e-08 3.8989e-08 6.66606e-07 2.74699e-06 4.33474e-08 5.91302e-08 5.87803e-08 -------------------------------------------------------------- Initialization seed trial #470 of 1000; initialization seed = 493578695 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 500571 Distortion: 0.0453036 Distortions/cluster: 0.000282501 1.27749e-35 1.64889e-05 4.67043e-05 9.39129e-06 1.08283e-34 1.26114e-05 8.51064e-06 1.8981e-05 7.97255e-06 1.29297e-05 3.68907e-05 0.0446389 1.48648e-05 8.23269e-05 1.35034e-05 2.5331e-05 9.3277e-06 6.6306e-05 Variance: 7.67727e-06 Variances/cluster: 9.41593e-07 0 8.16215e-08 2.74699e-06 4.21087e-08 0 3.40815e-08 2.54026e-08 4.31348e-08 3.43614e-08 3.33209e-08 2.97469e-07 0.0422886 3.53892e-08 9.63711e-08 3.00042e-08 7.21623e-08 3.08837e-08 7.43933e-08 -------------------------------------------------------------- Initialization seed trial #471 of 1000; initialization seed = 493578696 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 556624 Distortion: 0.0130274 Distortions/cluster: 1.60616e-05 3.34171e-05 1.93736e-05 2.81646e-05 0 1.58306e-05 1.48989e-05 4.81569e-35 4.35604e-05 0.00391362 1.42641e-05 1.33421e-05 5.63808e-05 1.48683e-05 1.47019e-05 9.26363e-06 0.00872182 8.03927e-05 1.74479e-05 Variance: 2.20766e-06 Variances/cluster: 3.37398e-08 3.15218e-07 3.41646e-08 4.20331e-08 0 3.49431e-08 4.10404e-08 2.67973e-31 2.7222e-06 0.00391989 4.21976e-08 4.63228e-08 6.50086e-08 2.43686e-07 6.50479e-08 5.93772e-08 0.156503 9.47727e-08 3.75996e-08 -------------------------------------------------------------- Initialization seed trial #472 of 1000; initialization seed = 493578697 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 602436 Distortion: 0.00456862 Distortions/cluster: 2.35044e-05 4.67043e-05 2.171e-05 2.01461e-05 1.27517e-05 2.0527e-05 7.49206e-05 2.02176e-05 1.61484e-05 2.6026e-05 1.19718e-05 0.000285578 0 2.37044e-35 2.12537e-05 0.00391362 9.64317e-35 2.4081e-05 2.94601e-05 Variance: 7.74212e-07 Variances/cluster: 5.34143e-08 2.74699e-06 4.91136e-08 3.98898e-08 5.22441e-08 4.04836e-08 1.13851e-07 3.4854e-08 6.61767e-08 5.70561e-08 5.56649e-08 1.25796e-06 0 0 4.01733e-08 0.00391989 6.86694e-32 7.10133e-08 5.92563e-08 -------------------------------------------------------------- Initialization seed trial #473 of 1000; initialization seed = 493578698 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 688857 Distortion: 0.000671545 Distortions/cluster: 7.70226e-05 3.33079e-05 2.57939e-05 9.64317e-35 1.08283e-34 0.000307974 2.97647e-05 3.77839e-05 2.52696e-05 2.37044e-35 2.27365e-05 3.00268e-05 0 0 3.41628e-05 2.62273e-05 2.1474e-05 1.27749e-35 0 Variance: 1.13802e-07 Variances/cluster: 1.13928e-07 8.00416e-08 5.38445e-08 6.86694e-32 0 1.71076e-05 6.11135e-08 4.07998e-08 4.08186e-08 0 4.14105e-08 7.58193e-08 0 0 7.4731e-08 6.12585e-08 4.74936e-08 0 0 -------------------------------------------------------------- Initialization seed trial #474 of 1000; initialization seed = 493578699 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 572693 Distortion: 0.00910347 Distortions/cluster: 3.53674e-05 3.62589e-05 3.9511e-05 4.90368e-05 4.81569e-35 1.88586e-05 2.21076e-05 1.35731e-05 1.27749e-35 0 4.35604e-05 1.49516e-05 1.08864e-05 1.08283e-34 3.28982e-05 3.06223e-05 1.41897e-05 0.00872182 1.98243e-05 Variance: 1.5427e-06 Variances/cluster: 5.95215e-08 3.15258e-07 6.81007e-08 8.51064e-08 2.67973e-31 3.88e-08 3.61784e-08 9.49087e-08 0 0 2.7222e-06 4.17609e-08 6.11545e-08 0 3.87459e-08 4.32481e-08 5.43625e-08 0.156503 4.66411e-08 -------------------------------------------------------------- Initialization seed trial #475 of 1000; initialization seed = 493578700 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 501196 Distortion: 0.0450073 Distortions/cluster: 1.79211e-05 1.97139e-05 1.34126e-05 3.25482e-05 3.57241e-05 1.27749e-35 1.50597e-05 4.67043e-05 1.96949e-05 2.13826e-05 3.10779e-05 1.08283e-34 3.36824e-05 4.81569e-35 1.82732e-05 9.12399e-06 2.43786e-05 0.0446389 2.96398e-05 Variance: 7.62706e-06 Variances/cluster: 4.81709e-08 5.3276e-08 4.62467e-08 6.08182e-08 2.95206e-07 0 6.63372e-08 2.74699e-06 6.41321e-08 3.5693e-08 3.75758e-08 0 5.91764e-08 2.67973e-31 3.81449e-08 5.92416e-08 7.18907e-08 0.0422886 4.27666e-08 -------------------------------------------------------------- Initialization seed trial #476 of 1000; initialization seed = 493578701 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 497208 Distortion: 0.048918 Distortions/cluster: 1.67376e-05 1.59178e-05 1.56219e-05 3.09436e-05 1.4328e-05 2.80359e-05 1.3999e-05 4.81569e-35 8.63994e-06 4.78277e-05 3.29828e-05 1.75132e-05 4.35604e-05 3.45671e-05 1.29626e-05 1.94145e-05 0.0446389 0.00391362 1.23871e-05 Variance: 8.28978e-06 Variances/cluster: 4.86515e-08 3.53698e-08 3.29547e-08 5.21643e-08 4.74398e-08 4.19035e-08 3.82453e-08 2.67973e-31 5.8373e-08 8.49246e-08 3.11122e-07 3.76591e-08 2.7222e-06 6.08381e-08 2.31427e-07 3.42368e-08 0.0422886 0.00391989 5.8702e-08 -------------------------------------------------------------- Initialization seed trial #477 of 1000; initialization seed = 493578702 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 572048 Distortion: 0.00911355 Distortions/cluster: 2.31325e-05 1.27749e-35 0.00872182 1.44798e-05 2.50468e-05 1.88623e-05 2.42703e-05 4.81569e-35 2.06002e-05 0 2.08968e-05 2.11957e-05 2.07445e-05 7.50708e-05 1.08283e-34 2.9099e-05 2.19339e-05 4.67043e-05 2.96888e-05 Variance: 1.54441e-06 Variances/cluster: 5.91436e-08 0 0.156503 5.81331e-08 5.27252e-08 3.9049e-08 6.23709e-08 2.67973e-31 4.84553e-08 0 3.54744e-08 7.11044e-08 3.99663e-08 1.12203e-07 0 6.13853e-08 4.13811e-08 2.74699e-06 7.57307e-08 -------------------------------------------------------------- Initialization seed trial #478 of 1000; initialization seed = 493578703 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 496567 Distortion: 0.0491702 Distortions/cluster: 1.10551e-05 3.00292e-05 1.92534e-05 4.67043e-05 0.0446389 1.59804e-05 1.67304e-05 9.63059e-06 2.86705e-05 2.98108e-05 0.00391362 7.60252e-06 1.88092e-05 1.42736e-05 2.05351e-05 0.000296292 2.20024e-05 1.85287e-05 1.17369e-05 Variance: 8.33252e-06 Variances/cluster: 4.93374e-08 4.43525e-08 4.38429e-08 2.74699e-06 0.0422886 3.50415e-08 3.44216e-08 5.26094e-08 6.06093e-08 7.58485e-08 0.00391989 1.65221e-07 3.91006e-08 6.09793e-08 3.50986e-08 2.7688e-06 4.73126e-08 4.41018e-08 5.5345e-08 -------------------------------------------------------------- Initialization seed trial #479 of 1000; initialization seed = 493578704 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 501322 Distortion: 0.0450383 Distortions/cluster: 9.26363e-06 1.38053e-05 1.1439e-05 4.81569e-35 2.71605e-05 0.0446389 8.366e-05 1.08283e-34 1.59752e-05 3.82612e-05 4.35604e-05 1.7104e-05 1.6437e-05 6.73163e-05 1.30466e-05 1.83731e-05 1.27749e-35 1.58348e-05 8.17881e-06 Variance: 7.63232e-06 Variances/cluster: 5.93772e-08 3.21025e-08 2.94029e-08 2.67973e-31 4.13365e-08 0.0422886 9.74749e-08 0 3.47256e-08 3.16171e-07 2.7222e-06 4.60985e-08 3.66862e-08 7.54422e-08 4.60974e-08 5.37175e-08 0 6.97517e-08 3.28428e-08 -------------------------------------------------------------- Initialization seed trial #480 of 1000; initialization seed = 493578705 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 506237 Distortion: 0.0399068 Distortions/cluster: 1.19648e-05 2.19208e-05 0.0356196 4.81569e-35 3.65297e-05 2.17584e-05 4.35604e-05 1.36908e-05 2.14021e-05 1.50531e-05 0.00391362 1.48682e-05 1.96797e-05 4.67839e-05 2.37044e-35 4.07957e-05 3.67128e-05 1.33785e-05 1.55141e-05 Variance: 6.76272e-06 Variances/cluster: 6.13526e-08 4.92561e-08 0.035575 2.67973e-31 3.17613e-07 5.24251e-08 2.7222e-06 3.41386e-08 7.32892e-08 3.63566e-08 0.00391989 3.52295e-08 3.43411e-08 8.44208e-08 0 6.98334e-08 5.98708e-08 3.07524e-08 3.65006e-08 -------------------------------------------------------------- Initialization seed trial #481 of 1000; initialization seed = 493578706 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 511424 Distortion: 0.0359965 Distortions/cluster: 2.22198e-05 1.27749e-35 2.29571e-05 3.27383e-05 3.57241e-05 0.0356196 1.13443e-05 4.67043e-05 2.37044e-35 1.08283e-34 1.88043e-05 3.04461e-05 3.32054e-05 1.75126e-05 2.57426e-05 4.81569e-35 2.20421e-05 2.60819e-05 3.14446e-05 Variance: 6.10007e-06 Variances/cluster: 3.62434e-08 0 5.05499e-08 3.86487e-08 2.95206e-07 0.035575 6.13155e-08 2.74699e-06 0 0 3.86882e-08 4.31211e-08 7.39309e-08 6.39098e-08 5.6325e-08 2.67973e-31 4.96399e-08 5.76844e-08 7.95811e-08 -------------------------------------------------------------- Initialization seed trial #482 of 1000; initialization seed = 493578707 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 605575 Distortion: 0.00429076 Distortions/cluster: 3.33079e-05 2.15545e-05 4.35604e-05 1.79548e-05 0 2.50039e-05 9.64317e-35 1.62628e-05 1.6707e-05 3.82031e-05 4.81569e-35 2.94707e-05 2.03908e-05 2.37044e-35 2.34269e-05 2.90113e-05 0.00391362 3.38285e-05 2.84588e-05 Variance: 7.27125e-07 Variances/cluster: 8.00416e-08 4.75663e-08 2.7222e-06 3.83612e-08 0 5.82649e-08 6.86694e-32 3.54277e-08 3.43735e-08 3.15692e-07 2.67973e-31 6.28322e-08 3.50316e-08 0 4.88016e-08 4.21028e-08 0.00391989 7.48182e-08 7.48856e-08 -------------------------------------------------------------- Initialization seed trial #483 of 1000; initialization seed = 493578708 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 603045 Distortion: 0.00454033 Distortions/cluster: 2.33027e-05 4.00975e-05 2.94212e-05 9.64317e-35 2.46324e-05 1.87991e-05 0.000300791 3.07336e-05 1.14899e-05 0.00391362 2.22203e-05 2.37044e-35 1.07919e-05 3.28826e-05 2.99459e-05 1.43884e-05 0 1.89607e-05 1.82511e-05 Variance: 7.69417e-07 Variances/cluster: 5.86777e-08 3.36915e-07 6.04083e-08 6.86694e-32 5.19623e-08 4.38065e-08 1.87971e-05 4.32221e-08 5.49579e-08 0.00391989 3.62443e-08 0 4.92624e-08 3.87276e-08 7.58063e-08 6.14696e-08 0 3.89299e-08 6.99056e-08 -------------------------------------------------------------- Initialization seed trial #484 of 1000; initialization seed = 493578709 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 554697 Distortion: 0.0132691 Distortions/cluster: 3.33687e-05 1.13982e-05 1.89386e-05 0.000285647 1.40953e-05 3.57241e-05 0.00391362 3.27799e-05 1.76128e-05 0 1.69611e-05 1.53649e-05 1.95125e-05 0.00872182 2.42292e-05 8.14812e-06 2.52237e-05 2.79237e-05 4.67043e-05 Variance: 2.24861e-06 Variances/cluster: 5.91449e-08 2.9298e-08 6.33195e-08 9.2435e-07 3.23258e-08 2.95206e-07 0.00391989 6.07967e-08 4.90563e-08 0 3.71103e-08 3.42936e-08 5.21681e-08 0.156503 7.54744e-08 3.27196e-08 7.24593e-08 4.17359e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #485 of 1000; initialization seed = 493578710 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 70 BIC score: 570820 Distortion: 0.00934763 Distortions/cluster: 0.000300791 2.50318e-05 1.69243e-05 1.08283e-34 1.67213e-05 0 3.89873e-05 2.3476e-05 2.16081e-05 1.27749e-35 1.13353e-05 0.00872182 1.57483e-05 3.26327e-05 1.89618e-05 1.54573e-05 3.36824e-05 2.94698e-05 2.49807e-05 Variance: 1.58408e-06 Variances/cluster: 1.87971e-05 7.23235e-08 3.7275e-08 0 6.35744e-08 0 3.38981e-07 5.21643e-08 3.58302e-08 0 6.12668e-08 0.156503 3.8785e-08 6.08624e-08 6.3397e-08 3.55309e-08 5.91764e-08 3.75858e-08 5.68989e-08 -------------------------------------------------------------- Initialization seed trial #486 of 1000; initialization seed = 493578711 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 506467 Distortion: 0.0399083 Distortions/cluster: 4.81569e-35 2.37044e-35 1.601e-05 1.22186e-05 3.67128e-05 0.00391362 1.99906e-05 4.35604e-05 1.58214e-05 4.67839e-05 1.12542e-05 1.51382e-05 3.6415e-05 2.81897e-05 0.0356196 3.98577e-05 1.87523e-05 1.65386e-05 1.79171e-05 Variance: 6.76298e-06 Variances/cluster: 2.67973e-31 0 3.51838e-08 9.47098e-08 5.98708e-08 0.00391989 3.45819e-08 2.7222e-06 5.88111e-08 8.44208e-08 6.11587e-08 4.16997e-08 3.13886e-07 4.1883e-08 0.035575 6.84621e-08 4.55113e-08 3.42384e-08 3.79563e-08 -------------------------------------------------------------- Initialization seed trial #487 of 1000; initialization seed = 493578712 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 511448 Distortion: 0.035993 Distortions/cluster: 3.57241e-05 2.37044e-35 4.81569e-35 4.67043e-05 3.28124e-05 3.06015e-05 1.08283e-34 2.22907e-05 1.18349e-05 0.0356196 1.27749e-35 2.35453e-05 3.00268e-05 2.94354e-05 2.59451e-05 2.33689e-05 2.97647e-05 1.89607e-05 1.24608e-05 Variance: 6.09948e-06 Variances/cluster: 2.95206e-07 0 2.67973e-31 2.74699e-06 3.86905e-08 4.3097e-08 0 3.62998e-08 5.5545e-08 0.035575 0 6.96388e-08 7.58193e-08 5.75847e-08 5.80241e-08 4.96109e-08 6.11135e-08 3.89299e-08 5.19036e-08 -------------------------------------------------------------- Initialization seed trial #488 of 1000; initialization seed = 493578713 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 605392 Distortion: 0.00430662 Distortions/cluster: 2.48123e-05 1.98201e-05 9.64317e-35 0 2.18263e-05 4.81569e-35 0.00391362 3.48071e-05 3.31963e-05 1.22168e-05 1.92015e-05 2.37044e-35 2.39537e-05 4.67043e-05 1.86216e-05 2.38544e-05 2.00237e-05 7.13333e-05 2.26299e-05 Variance: 7.29812e-07 Variances/cluster: 7.10731e-08 4.03633e-08 6.86694e-32 0 5.61035e-08 2.67973e-31 0.00391989 6.09382e-08 6.17983e-08 6.20088e-08 3.80948e-08 0 4.06646e-08 2.74699e-06 6.31039e-08 7.22805e-08 3.45793e-08 1.2319e-07 4.78392e-08 -------------------------------------------------------------- Initialization seed trial #489 of 1000; initialization seed = 493578714 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 18 BIC score: 496871 Distortion: 0.0489129 Distortions/cluster: 2.21577e-05 1.64274e-05 2.81893e-05 1.78151e-05 4.81569e-35 2.17357e-05 4.67043e-05 2.04031e-05 0.0446389 1.06806e-05 1.59061e-05 2.82337e-05 2.13905e-05 1.20547e-05 3.57241e-05 0.00391362 1.99777e-05 1.88603e-05 2.41467e-05 Variance: 8.28893e-06 Variances/cluster: 4.91143e-08 3.41495e-08 4.18202e-08 3.78203e-08 2.67973e-31 4.84052e-08 2.74699e-06 4.91595e-08 0.0422886 5.47551e-08 3.50325e-08 5.81948e-08 7.32495e-08 6.14985e-08 2.95206e-07 0.00391989 3.45594e-08 6.41299e-08 7.42742e-08 -------------------------------------------------------------- Initialization seed trial #490 of 1000; initialization seed = 493578715 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 75 BIC score: 511201 Distortion: 0.0359933 Distortions/cluster: 0.0356196 1.98062e-05 2.03225e-05 2.37044e-35 1.08283e-34 3.82031e-05 4.35604e-05 2.84588e-05 1.70188e-05 2.88258e-05 4.81569e-35 1.81332e-05 3.27527e-05 1.27749e-35 2.43786e-05 2.94707e-05 2.34269e-05 3.33687e-05 1.6026e-05 Variance: 6.09953e-06 Variances/cluster: 0.035575 6.42853e-08 3.49744e-08 0 0 3.15692e-07 2.7222e-06 7.48856e-08 3.45881e-08 4.20164e-08 2.67973e-31 3.85774e-08 6.07463e-08 0 7.18907e-08 6.28322e-08 4.88016e-08 5.91449e-08 3.52188e-08 -------------------------------------------------------------- Initialization seed trial #491 of 1000; initialization seed = 493578716 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 572530 Distortion: 0.00909522 Distortions/cluster: 2.1868e-05 0 3.35214e-05 1.22168e-05 4.81569e-35 4.35604e-05 2.38544e-05 3.36824e-05 0.00872182 3.03975e-05 3.74233e-05 1.91536e-05 1.81244e-05 1.27749e-35 3.15434e-05 2.39539e-05 1.08283e-34 2.28639e-05 2.12368e-05 Variance: 1.5413e-06 Variances/cluster: 3.5963e-08 0 6.22874e-08 6.20088e-08 2.67973e-31 2.7222e-06 7.22805e-08 5.91764e-08 0.156503 4.31133e-08 3.14445e-07 6.36129e-08 3.7993e-08 0 3.79094e-08 7.00189e-08 0 4.82319e-08 5.41706e-08 -------------------------------------------------------------- Initialization seed trial #492 of 1000; initialization seed = 493578717 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 533066 Distortion: 0.0220545 Distortions/cluster: 1.08283e-34 1.12409e-05 1.50909e-05 1.27749e-35 0.000118409 2.37044e-35 1.97613e-05 0.0214225 8.174e-06 1.69308e-05 0 2.78052e-05 1.39482e-05 4.42496e-05 0.000300791 9.39991e-06 1.71876e-05 1.58706e-05 1.31084e-05 Variance: 3.73742e-06 Variances/cluster: 0 2.91939e-08 3.40624e-08 0 1.10421e-07 0 4.30486e-08 3.20591e-05 3.26922e-08 7.3928e-08 0 4.16834e-08 3.2136e-08 3.42978e-07 1.87971e-05 5.91139e-08 5.05471e-08 4.33586e-08 4.61524e-08 -------------------------------------------------------------- Initialization seed trial #493 of 1000; initialization seed = 493578718 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 605984 Distortion: 0.00432219 Distortions/cluster: 2.1505e-05 1.68383e-05 2.25587e-05 9.64317e-35 4.81569e-35 0 1.32282e-05 4.67043e-05 4.07957e-05 0.00391362 2.37044e-35 1.65349e-05 2.42194e-05 9.46586e-06 3.73047e-05 7.38759e-05 0 3.87576e-05 4.67839e-05 Variance: 7.32451e-07 Variances/cluster: 3.57185e-08 4.43075e-08 6.0151e-08 6.86694e-32 2.67973e-31 0 4.60876e-08 2.74699e-06 6.98334e-08 0.00391989 0 7.21995e-08 4.08384e-08 5.91566e-08 6.0737e-08 1.23527e-07 0 4.26809e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #494 of 1000; initialization seed = 493578719 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 500188 Distortion: 0.0452607 Distortions/cluster: 2.30392e-05 1.08283e-34 1.43864e-05 2.90326e-05 1.27749e-35 2.81133e-05 0.000300791 1.60608e-05 2.39699e-05 1.95036e-05 1.81506e-05 1.17559e-05 8.3297e-06 4.08979e-05 1.56781e-05 0.0446389 2.89579e-05 2.19582e-05 2.11739e-05 Variance: 7.67001e-06 Variances/cluster: 4.84992e-08 0 3.26193e-08 7.5797e-08 0 4.17695e-08 1.87971e-05 3.49878e-08 6.02067e-08 4.74386e-08 3.8451e-08 3.014e-08 3.29199e-08 3.37961e-07 5.9821e-08 0.0422886 6.20033e-08 5.80713e-08 7.05577e-08 -------------------------------------------------------------- Initialization seed trial #495 of 1000; initialization seed = 493578720 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 496311 Distortion: 0.0491602 Distortions/cluster: 0.0446389 2.53543e-05 2.2375e-05 1.44914e-05 1.42384e-05 1.9041e-05 1.43989e-05 1.6811e-05 3.77725e-05 1.69377e-05 0.00391362 1.34356e-05 0.000296857 1.51794e-05 1.74437e-05 2.34635e-05 1.57195e-05 1.8587e-05 2.55949e-05 Variance: 8.33083e-06 Variances/cluster: 0.0422886 7.45654e-08 5.75009e-08 3.45004e-08 3.7466e-08 6.49662e-08 5.80413e-08 4.13931e-08 3.66684e-07 3.26323e-08 0.00391989 2.23875e-07 1.9788e-05 3.7384e-08 4.5769e-08 4.64582e-08 3.63845e-08 3.34259e-08 5.7512e-08 -------------------------------------------------------------- Initialization seed trial #496 of 1000; initialization seed = 493578721 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 83 BIC score: 572199 Distortion: 0.00909896 Distortions/cluster: 3.29062e-05 4.35604e-05 1.80876e-05 2.94707e-05 2.34269e-05 1.64986e-05 3.82031e-05 2.84588e-05 3.33669e-05 1.27749e-35 1.63126e-05 2.90113e-05 2.25503e-05 1.08283e-34 2.48718e-05 0 4.81569e-35 2.0412e-05 0.00872182 Variance: 1.54193e-06 Variances/cluster: 8.00384e-08 2.7222e-06 3.85626e-08 6.28322e-08 4.88016e-08 3.59414e-08 3.15692e-07 7.48856e-08 7.315e-08 0 3.36313e-08 4.21028e-08 4.94365e-08 0 5.82286e-08 0 2.67973e-31 3.50681e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #497 of 1000; initialization seed = 493578722 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 570937 Distortion: 0.00935585 Distortions/cluster: 1.89555e-05 1.39044e-05 2.1362e-05 1.27749e-35 1.69243e-05 2.93351e-05 1.49207e-05 0.000300791 0.00872182 3.85802e-05 3.67128e-05 1.08864e-05 1.54573e-05 1.08283e-34 0 4.67839e-05 3.98577e-05 1.53827e-05 1.41755e-05 Variance: 1.58547e-06 Variances/cluster: 4.56716e-08 9.93087e-08 3.56587e-08 0 3.7275e-08 3.75096e-08 4.19086e-08 1.87971e-05 0.156503 3.38384e-07 5.98708e-08 6.11545e-08 3.55309e-08 0 0 8.44208e-08 6.84621e-08 3.83571e-08 5.43081e-08 -------------------------------------------------------------- Initialization seed trial #498 of 1000; initialization seed = 493578723 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 572526 Distortion: 0.00909553 Distortions/cluster: 3.33853e-05 1.08941e-05 2.23668e-05 0.00872182 2.88814e-05 2.39374e-05 0 3.11248e-05 1.91944e-05 4.81569e-35 2.86463e-05 1.27749e-35 2.20758e-05 3.82031e-05 4.35604e-05 1.92403e-05 2.30313e-05 2.9172e-05 1.08283e-34 Variance: 1.54135e-06 Variances/cluster: 3.89981e-08 5.52826e-08 3.63646e-08 0.156503 5.86827e-08 4.9453e-08 0 4.31652e-08 6.439e-08 2.67973e-31 7.5181e-08 0 4.89328e-08 3.15692e-07 2.7222e-06 3.98312e-08 7.37953e-08 6.16695e-08 0 -------------------------------------------------------------- Initialization seed trial #499 of 1000; initialization seed = 493578724 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 67 BIC score: 500119 Distortion: 0.0452705 Distortions/cluster: 0.000295382 0.0446389 1.21098e-05 1.21167e-05 4.67043e-05 3.33687e-05 1.33588e-05 2.66907e-05 1.24504e-05 3.27799e-05 1.27749e-35 1.50152e-05 1.6014e-05 1.89386e-05 2.52237e-05 1.34983e-05 1.08283e-34 3.57241e-05 2.21847e-05 Variance: 7.67166e-06 Variances/cluster: 7.36553e-07 0.0422886 3.34492e-08 3.01385e-08 2.74699e-06 5.91449e-08 3.36465e-08 7.4549e-08 4.61077e-08 6.07967e-08 0 3.58326e-08 3.16445e-08 6.33195e-08 7.24593e-08 3.26017e-08 0 2.95206e-07 4.60224e-08 -------------------------------------------------------------- Initialization seed trial #500 of 1000; initialization seed = 493578725 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 602423 Distortion: 0.00456964 Distortions/cluster: 0 0.00391362 7.41421e-05 1.97585e-05 1.43884e-05 1.14899e-05 9.64317e-35 2.46649e-05 4.67043e-05 2.37044e-35 1.83075e-05 2.85156e-05 2.07027e-05 2.19883e-05 0.000300177 1.8829e-05 2.49718e-05 2.05814e-05 1.07919e-05 Variance: 7.74383e-07 Variances/cluster: 0 0.00391989 1.13705e-07 3.9752e-08 6.14696e-08 5.49579e-08 6.86694e-32 6.19517e-08 2.74699e-06 0 6.98539e-08 6.00281e-08 3.52645e-08 4.07151e-08 7.52264e-07 4.37743e-08 5.30138e-08 4.0352e-08 4.92624e-08 -------------------------------------------------------------- Initialization seed trial #501 of 1000; initialization seed = 493578726 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 76 BIC score: 602701 Distortion: 0.00454714 Distortions/cluster: 2.26431e-05 0 2.04656e-05 1.60761e-05 0.000300632 1.67821e-05 2.84668e-05 3.05004e-05 4.67043e-05 2.32031e-05 1.30686e-05 9.64317e-35 1.21093e-05 2.84588e-05 2.6365e-05 1.85706e-05 2.94707e-05 2.37044e-35 0.00391362 Variance: 7.70571e-07 Variances/cluster: 4.72673e-08 0 3.50398e-08 3.51744e-08 2.56921e-06 3.44571e-08 5.7374e-08 4.44573e-08 2.74699e-06 6.96571e-08 5.26793e-08 6.86694e-32 5.55294e-08 7.48856e-08 5.80541e-08 3.90922e-08 6.28322e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #502 of 1000; initialization seed = 493578727 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 79 BIC score: 689911 Distortion: 0.000643091 Distortions/cluster: 2.90275e-05 2.04262e-05 1.89386e-05 3.33687e-05 9.64317e-35 0.000296957 1.83957e-05 1.67494e-05 2.52237e-05 3.27799e-05 3.86854e-05 2.86012e-05 2.37044e-35 0 1.63402e-05 2.4037e-05 4.35604e-05 1.08283e-34 1.27749e-35 Variance: 1.0898e-07 Variances/cluster: 4.20652e-08 3.50924e-08 6.33195e-08 5.91449e-08 6.86694e-32 6.76384e-07 3.88878e-08 3.61726e-08 7.24593e-08 6.07967e-08 3.17057e-07 7.50627e-08 0 0 3.36882e-08 4.80697e-08 2.7222e-06 0 0 -------------------------------------------------------------- Initialization seed trial #503 of 1000; initialization seed = 493578728 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 497127 Distortion: 0.0489096 Distortions/cluster: 1.67011e-05 1.8191e-05 1.60456e-05 1.99421e-05 1.65241e-05 1.14232e-05 2.04347e-05 2.3447e-05 1.92331e-05 3.28529e-05 9.85554e-06 3.0277e-05 0.00391362 4.35604e-05 0.0446389 2.81028e-05 4.81569e-35 1.87447e-05 3.17164e-05 Variance: 8.28836e-06 Variances/cluster: 5.69961e-08 3.81325e-08 3.51846e-08 3.45578e-08 3.42083e-08 6.17416e-08 4.61241e-08 6.77447e-08 4.65649e-08 3.12848e-07 2.18977e-07 5.66802e-08 0.00391989 2.7222e-06 0.0422886 4.20035e-08 2.67973e-31 6.33065e-08 5.66179e-08 -------------------------------------------------------------- Initialization seed trial #504 of 1000; initialization seed = 493578729 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 511720 Distortion: 0.0360228 Distortions/cluster: 1.72269e-05 3.30761e-05 4.81569e-35 2.2611e-05 7.69471e-05 3.3134e-05 1.27749e-35 2.63467e-05 0.0356196 2.37044e-35 1.08283e-34 1.15575e-05 4.67043e-05 2.43816e-05 2.25444e-05 0 2.58511e-05 2.52158e-05 3.76684e-05 Variance: 6.10453e-06 Variances/cluster: 6.3563e-08 8.0062e-08 2.67973e-31 4.94611e-08 1.14155e-07 7.31204e-08 0 6.12513e-08 0.035575 0 0 6.17997e-08 2.74699e-06 5.42972e-08 4.12106e-08 0 5.61933e-08 4.07317e-08 4.07631e-08 -------------------------------------------------------------- Initialization seed trial #505 of 1000; initialization seed = 493578730 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 500928 Distortion: 0.0450061 Distortions/cluster: 1.22168e-05 2.79733e-05 3.26327e-05 1.56297e-05 0.0446389 1.77335e-05 2.2717e-05 2.28723e-05 4.81569e-35 3.57241e-05 1.27749e-35 1.89394e-05 1.63012e-05 3.36824e-05 1.93073e-05 1.9646e-05 2.50544e-05 4.67043e-05 1.08283e-34 Variance: 7.62685e-06 Variances/cluster: 6.20088e-08 4.18099e-08 6.08624e-08 3.48069e-08 0.0422886 3.76471e-08 4.88498e-08 7.26049e-08 2.67973e-31 2.95206e-07 0 6.33222e-08 3.38874e-08 5.91764e-08 4.93749e-08 3.42823e-08 7.2389e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #506 of 1000; initialization seed = 493578731 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 510402 Distortion: 0.036246 Distortions/cluster: 2.51848e-05 3.27799e-05 3.33687e-05 1.99338e-05 2.89579e-05 0.000300791 1.52111e-05 1.27749e-35 2.45339e-05 0.0356196 1.08283e-34 3.93166e-05 1.47121e-05 1.54653e-05 2.37044e-35 1.89788e-05 1.40631e-05 2.90326e-05 1.41621e-05 Variance: 6.14236e-06 Variances/cluster: 7.23474e-08 6.07967e-08 5.91449e-08 3.47238e-08 6.20033e-08 1.87971e-05 3.58721e-08 0 5.14291e-08 0.035575 0 3.38897e-07 3.59679e-08 3.63853e-08 0 6.34539e-08 3.11793e-08 7.5797e-08 3.47079e-08 -------------------------------------------------------------- Initialization seed trial #507 of 1000; initialization seed = 493578732 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 602752 Distortion: 0.00456898 Distortions/cluster: 2.22535e-05 1.14531e-05 1.19457e-05 4.67043e-05 0.00391362 2.37044e-35 7.36364e-05 1.93364e-05 1.96863e-05 2.46124e-05 4.0754e-05 1.13743e-05 9.64317e-35 2.47531e-05 1.42519e-05 0 2.41629e-05 2.22835e-05 0.000288152 Variance: 7.74272e-07 Variances/cluster: 3.62393e-08 5.02166e-08 5.71384e-08 2.74699e-06 0.00391989 0 1.20507e-07 7.34993e-08 4.44241e-08 4.12921e-08 4.37706e-08 5.4405e-08 6.86694e-32 6.18624e-08 6.36194e-08 0 5.56699e-08 4.78147e-08 1.12992e-06 -------------------------------------------------------------- Initialization seed trial #508 of 1000; initialization seed = 493578733 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 606084 Distortion: 0.00431051 Distortions/cluster: 9.64317e-35 0 2.02578e-05 1.69968e-05 1.91363e-05 3.18828e-05 0.00391362 5.63808e-05 1.64423e-05 8.03927e-05 4.35604e-05 1.54068e-05 4.81569e-35 1.77937e-05 1.60899e-05 2.37044e-35 2.86246e-05 2.25899e-05 1.13353e-05 Variance: 7.30471e-07 Variances/cluster: 6.86694e-32 0 3.49232e-08 3.46136e-08 4.29026e-08 3.12543e-07 0.00391989 6.50086e-08 2.52897e-07 9.47727e-08 2.7222e-06 5.90253e-08 2.67973e-31 3.80985e-08 3.52818e-08 0 4.16624e-08 5.26528e-08 6.12668e-08 -------------------------------------------------------------- Initialization seed trial #509 of 1000; initialization seed = 493578734 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 510717 Distortion: 0.0362668 Distortions/cluster: 2.38809e-05 1.08283e-34 2.42797e-05 1.54941e-05 7.54473e-05 0.0356196 1.27749e-35 2.2746e-05 2.35175e-05 1.85751e-05 2.18254e-05 0.000307974 1.20795e-05 2.17503e-05 1.14907e-05 1.81104e-05 3.96811e-05 1.04342e-05 2.37044e-35 Variance: 6.14588e-06 Variances/cluster: 6.29894e-08 0 7.24713e-08 3.97156e-08 1.15353e-07 0.035575 0 4.74825e-08 5.93823e-08 6.47015e-08 3.58929e-08 1.71076e-05 6.16251e-08 3.97591e-08 5.49617e-08 6.65614e-08 4.33162e-08 4.87421e-08 0 -------------------------------------------------------------- Initialization seed trial #510 of 1000; initialization seed = 493578735 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 572479 Distortion: 0.00909412 Distortions/cluster: 2.3009e-05 2.31671e-05 1.44798e-05 2.40742e-05 3.82031e-05 4.35604e-05 2.11957e-05 1.90701e-05 3.12929e-05 2.86463e-05 2.247e-05 1.27749e-35 0 2.03826e-05 1.08283e-34 0.00872182 4.81569e-35 3.31476e-05 2.95988e-05 Variance: 1.54111e-06 Variances/cluster: 5.91302e-08 5.87803e-08 5.81331e-08 4.96331e-08 3.15692e-07 2.7222e-06 7.11044e-08 3.96429e-08 4.32783e-08 7.5181e-08 3.6414e-08 0 0 4.86301e-08 0 0.156503 2.67973e-31 3.88566e-08 6.24396e-08 -------------------------------------------------------------- Initialization seed trial #511 of 1000; initialization seed = 493578736 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 570923 Distortion: 0.00936338 Distortions/cluster: 3.73047e-05 1.83513e-05 2.45348e-05 1.59192e-05 4.67839e-05 2.30931e-05 1.01365e-05 1.08283e-34 1.66929e-05 0.00872182 4.07957e-05 9.61885e-06 1.71172e-05 0.000292496 0 1.17365e-05 5.75004e-05 1.27749e-35 1.94804e-05 Variance: 1.58674e-06 Variances/cluster: 6.0737e-08 3.92928e-08 2.72576e-06 7.5794e-07 8.44208e-08 4.90255e-08 2.98976e-08 0 6.34663e-08 0.156503 6.98334e-08 3.21664e-08 3.45772e-08 7.22153e-07 0 6.14425e-08 8.24895e-08 0 3.96711e-08 -------------------------------------------------------------- Initialization seed trial #512 of 1000; initialization seed = 493578737 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 500874 Distortion: 0.0452565 Distortions/cluster: 1.113e-05 7.44756e-06 1.92534e-05 1.27749e-35 2.9172e-05 2.39923e-05 2.2302e-05 3.32602e-05 9.31729e-06 0.000300791 3.10925e-05 1.46621e-05 1.08283e-34 1.19342e-05 2.86463e-05 1.93576e-05 1.8102e-05 3.71613e-05 0.0446389 Variance: 7.6693e-06 Variances/cluster: 5.67686e-08 1.61854e-07 4.38429e-08 0 6.16695e-08 4.94642e-08 3.63182e-08 3.88975e-08 5.23275e-08 1.87971e-05 4.29417e-08 5.42864e-08 0 5.52333e-08 7.5181e-08 4.0074e-08 4.38164e-08 3.37794e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #513 of 1000; initialization seed = 493578738 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 501166 Distortion: 0.0450362 Distortions/cluster: 1.38846e-05 2.02856e-05 6.60089e-05 1.13945e-05 1.08283e-34 3.78274e-05 8.21934e-06 2.49869e-05 8.366e-05 0.0446389 1.73076e-05 1.40296e-05 1.44193e-05 1.45016e-05 4.81569e-35 1.25275e-05 1.15485e-05 1.27749e-35 4.67043e-05 Variance: 7.63196e-06 Variances/cluster: 3.41955e-08 4.79521e-08 7.42266e-08 2.96698e-08 0 3.00181e-07 3.26127e-08 5.61458e-08 9.74749e-08 0.0422886 6.3861e-08 3.40493e-08 3.55125e-08 3.5627e-08 2.67973e-31 3.01841e-08 6.14228e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #514 of 1000; initialization seed = 493578739 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 554647 Distortion: 0.0132539 Distortions/cluster: 0 1.91091e-05 2.89099e-05 1.54938e-05 1.43521e-05 0.00872182 2.02889e-05 1.47283e-05 1.53635e-05 1.47427e-05 2.90326e-05 2.43634e-05 3.93166e-05 0.00391362 2.34427e-05 2.11957e-05 1.44798e-05 2.28296e-05 0.000300791 Variance: 2.24604e-06 Variances/cluster: 0 3.3998e-08 6.20335e-08 3.22759e-08 3.48322e-08 0.156503 4.78358e-08 3.60074e-08 3.6231e-08 3.61308e-08 7.5797e-08 5.1395e-08 3.38897e-07 0.00391989 5.97836e-08 7.11044e-08 5.81331e-08 5.91246e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #515 of 1000; initialization seed = 493578740 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 497145 Distortion: 0.0489138 Distortions/cluster: 2.13826e-05 1.90306e-05 4.67043e-05 1.86732e-05 2.34855e-05 2.96398e-05 1.83679e-05 1.24608e-05 3.52542e-05 0.0446389 1.35743e-05 2.94354e-05 2.59451e-05 3.12271e-05 0.00391362 1.18944e-05 4.81569e-35 1.50597e-05 9.12399e-06 Variance: 8.28907e-06 Variances/cluster: 3.5693e-08 5.22769e-08 2.74699e-06 5.01926e-08 6.96683e-08 4.27666e-08 3.81832e-08 5.19036e-08 2.93751e-07 0.0422886 4.63248e-08 5.75847e-08 5.80241e-08 3.76651e-08 0.00391989 5.55635e-08 2.67973e-31 6.63372e-08 5.92416e-08 -------------------------------------------------------------- Initialization seed trial #516 of 1000; initialization seed = 493578741 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 556237 Distortion: 0.013001 Distortions/cluster: 4.81569e-35 0 2.31373e-05 1.84881e-05 1.57617e-05 3.04905e-05 2.0935e-05 1.89536e-05 2.41261e-05 2.28608e-05 2.25077e-05 0.00872182 3.18004e-05 3.57241e-05 1.23631e-05 0.00391362 2.1676e-05 4.67043e-05 2.0036e-05 Variance: 2.20319e-06 Variances/cluster: 2.67973e-31 0 4.8706e-08 3.8433e-08 5.99111e-08 4.31228e-08 7.02298e-08 4.62133e-08 6.04471e-08 7.25683e-08 5.93676e-08 0.156503 3.80809e-08 2.95206e-07 6.21209e-08 0.00391989 3.5824e-08 2.74699e-06 5.07194e-08 -------------------------------------------------------------- Initialization seed trial #517 of 1000; initialization seed = 493578742 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 506784 Distortion: 0.0399239 Distortions/cluster: 3.41723e-05 4.35604e-05 1.43967e-05 1.12945e-05 8.12996e-05 0.0356196 6.10641e-05 1.47488e-05 1.99654e-05 4.81569e-35 1.13289e-05 0.00391362 1.45626e-05 1.52425e-05 1.41621e-05 2.03491e-05 2.37044e-35 1.49602e-05 1.96333e-05 Variance: 6.76562e-06 Variances/cluster: 3.13468e-07 2.7222e-06 3.1708e-08 6.1378e-08 9.53918e-08 0.035575 6.92112e-08 3.59696e-08 4.65352e-08 2.67973e-31 2.46242e-07 0.00391989 3.50874e-08 3.62019e-08 3.47079e-08 4.67758e-08 0 5.60264e-08 3.43801e-08 -------------------------------------------------------------- Initialization seed trial #518 of 1000; initialization seed = 493578743 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 73 BIC score: 497243 Distortion: 0.0489146 Distortions/cluster: 9.33375e-06 2.33689e-05 0.0446389 1.56395e-05 2.22907e-05 2.93403e-05 1.17165e-05 1.89607e-05 3.86854e-05 3.00268e-05 0.00391362 1.05017e-05 4.35604e-05 1.27948e-05 9.84507e-06 3.28124e-05 4.81569e-35 3.06015e-05 2.259e-05 Variance: 8.28921e-06 Variances/cluster: 5.2127e-08 4.96109e-08 0.0422886 4.11432e-08 3.62998e-08 6.03661e-08 7.23025e-08 3.89299e-08 3.17057e-07 7.58193e-08 0.00391989 5.3291e-08 2.7222e-06 5.2207e-08 4.80093e-08 3.86905e-08 2.67973e-31 4.3097e-08 5.94277e-08 -------------------------------------------------------------- Initialization seed trial #519 of 1000; initialization seed = 493578744 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 690022 Distortion: 0.000650315 Distortions/cluster: 1.83905e-05 3.0599e-05 2.87715e-05 4.67043e-05 1.74457e-05 3.72413e-05 2.62813e-05 1.62756e-05 2.27091e-05 0.000298718 4.87998e-05 0 1.14907e-05 1.08283e-34 9.64317e-35 3.62143e-05 2.37044e-35 1.27749e-35 1.06737e-05 Variance: 1.10204e-07 Variances/cluster: 6.83444e-08 4.17971e-08 7.51155e-08 2.74699e-06 6.36504e-08 4.0876e-08 5.11263e-08 4.09832e-08 5.94284e-08 6.26192e-07 4.89914e-08 0 5.49617e-08 0 6.86694e-32 2.96805e-07 0 0 4.89464e-08 -------------------------------------------------------------- Initialization seed trial #520 of 1000; initialization seed = 493578745 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 688556 Distortion: 0.00066243 Distortions/cluster: 1.13506e-05 2.50109e-05 2.14658e-05 1.91514e-05 2.44009e-05 4.67043e-05 0.00029384 3.27799e-05 1.27749e-35 3.44908e-05 2.21935e-05 9.64317e-35 7.43851e-05 2.05954e-05 2.37044e-35 1.08283e-34 1.6862e-05 1.9199e-05 0 Variance: 1.12257e-07 Variances/cluster: 6.13494e-08 7.22633e-08 4.01192e-08 6.36054e-08 5.2697e-08 2.74699e-06 6.96246e-07 6.07967e-08 0 6.09179e-08 4.1325e-08 6.86694e-32 1.14781e-07 3.5262e-08 0 0 6.1761e-08 3.95821e-08 0 -------------------------------------------------------------- Initialization seed trial #521 of 1000; initialization seed = 493578746 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 500785 Distortion: 0.0450123 Distortions/cluster: 2.51231e-05 2.86463e-05 1.60475e-05 2.25074e-05 3.33695e-05 9.16538e-06 3.57241e-05 4.67043e-05 1.43469e-05 2.21763e-05 3.26914e-05 2.92826e-05 2.79311e-05 1.71331e-05 1.08283e-34 0.0446389 4.81569e-35 1.24873e-05 1.27749e-35 Variance: 7.6279e-06 Variances/cluster: 5.82711e-08 7.5181e-08 3.49587e-08 4.94509e-08 7.33165e-08 3.59385e-08 2.95206e-07 2.74699e-06 3.27525e-08 4.73811e-08 7.99046e-08 6.25646e-08 4.16845e-08 3.73235e-08 0 0.0422886 2.67973e-31 3.02322e-08 0 -------------------------------------------------------------- Initialization seed trial #522 of 1000; initialization seed = 493578747 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 556242 Distortion: 0.0130215 Distortions/cluster: 0.00872182 2.25425e-05 1.65443e-05 4.04796e-05 1.16436e-05 2.28214e-05 4.81569e-35 7.65225e-05 0.00391362 1.9419e-05 1.77118e-05 2.4515e-05 0 1.72684e-05 2.4224e-05 1.25053e-05 4.67043e-05 1.07699e-05 2.24268e-05 Variance: 2.20667e-06 Variances/cluster: 0.156503 4.94311e-08 6.33682e-08 4.36635e-08 5.51654e-08 4.13392e-08 2.67973e-31 1.14888e-07 0.00391989 7.41129e-08 4.23591e-08 6.22003e-08 0 6.96089e-08 5.4309e-08 6.12955e-08 2.74699e-06 4.89381e-08 3.63439e-08 -------------------------------------------------------------- Initialization seed trial #523 of 1000; initialization seed = 493578748 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 555044 Distortion: 0.0132611 Distortions/cluster: 2.6188e-05 1.54704e-05 2.09397e-05 1.8191e-05 4.35604e-05 0.00872182 2.94616e-05 1.63931e-05 1.49672e-05 1.85143e-05 1.9412e-05 2.19939e-05 1.63336e-05 3.209e-05 2.81412e-05 0.000283885 0.00391362 0 2.01479e-05 Variance: 2.24727e-06 Variances/cluster: 4.76857e-08 6.52705e-08 4.70516e-08 3.81325e-08 2.7222e-06 0.156503 5.57805e-08 3.59465e-08 2.45304e-07 4.32537e-08 6.40454e-08 6.5633e-08 3.36052e-08 3.11519e-07 4.19981e-08 1.25603e-06 0.00391989 0 3.47937e-08 -------------------------------------------------------------- Initialization seed trial #524 of 1000; initialization seed = 493578749 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 570730 Distortion: 0.00934874 Distortions/cluster: 2.81897e-05 2.15451e-05 2.46633e-05 0 3.25482e-05 3.36824e-05 2.46274e-05 1.61051e-05 4.00975e-05 2.00444e-05 1.94117e-05 1.17107e-05 1.92589e-05 0.000300791 1.27749e-35 1.08283e-34 0.00872182 1.6426e-05 1.78151e-05 Variance: 1.58426e-06 Variances/cluster: 4.1883e-08 5.14157e-08 7.20923e-08 0 6.08182e-08 5.91764e-08 5.43605e-08 3.34797e-08 3.36915e-07 3.46748e-08 6.38337e-08 6.19564e-08 6.57251e-08 1.87971e-05 0 0 0.156503 3.58614e-08 3.78203e-08 -------------------------------------------------------------- Initialization seed trial #525 of 1000; initialization seed = 493578750 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 572470 Distortion: 0.00909435 Distortions/cluster: 0 3.33853e-05 2.1099e-05 1.27749e-35 2.25077e-05 3.57241e-05 4.81569e-35 0.00872182 2.40201e-05 1.08283e-34 2.95988e-05 2.86463e-05 2.35247e-05 2.2302e-05 4.67043e-05 1.90592e-05 3.11248e-05 1.92403e-05 1.55957e-05 Variance: 1.54115e-06 Variances/cluster: 0 3.89981e-08 7.05431e-08 0 5.93676e-08 2.95206e-07 2.67973e-31 0.156503 6.03328e-08 0 6.24396e-08 7.5181e-08 4.86004e-08 3.63182e-08 2.74699e-06 4.62452e-08 4.31652e-08 3.98312e-08 5.97345e-08 -------------------------------------------------------------- Initialization seed trial #526 of 1000; initialization seed = 493578751 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 605541 Distortion: 0.00429404 Distortions/cluster: 1.56793e-05 2.89099e-05 4.67839e-05 1.94852e-05 3.80553e-05 9.64317e-35 4.07957e-05 0.00391362 2.37044e-35 1.47926e-05 0 3.67128e-05 1.47367e-05 2.29828e-05 1.45361e-05 4.81569e-35 1.43537e-05 4.35604e-05 2.90326e-05 Variance: 7.2768e-07 Variances/cluster: 3.62916e-08 6.20335e-08 8.44208e-08 3.42408e-08 3.17091e-07 6.86694e-32 6.98334e-08 0.00391989 0 3.68855e-08 0 5.98708e-08 3.4918e-08 4.89994e-08 3.21566e-08 2.67973e-31 3.42539e-08 2.7222e-06 7.5797e-08 -------------------------------------------------------------- Initialization seed trial #527 of 1000; initialization seed = 493578752 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 506319 Distortion: 0.0399102 Distortions/cluster: 4.67043e-05 0.00391362 2.79623e-05 1.69201e-05 3.62982e-05 2.37044e-35 1.55162e-05 4.81569e-35 4.04474e-05 8.55462e-06 0.0356196 1.19824e-05 2.5173e-05 1.14416e-05 1.72695e-05 1.45321e-05 2.10004e-05 4.75489e-05 3.57241e-05 Variance: 6.7633e-06 Variances/cluster: 2.74699e-06 0.00391989 4.17312e-08 6.36047e-08 5.97798e-08 0 3.46314e-08 2.67973e-31 6.93558e-08 3.35436e-08 0.035575 3.01031e-08 5.65639e-08 6.15088e-08 3.73763e-08 3.2727e-08 4.81618e-08 8.47307e-08 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #528 of 1000; initialization seed = 493578753 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 94 BIC score: 497309 Distortion: 0.0489382 Distortions/cluster: 1.96627e-05 1.45275e-05 1.42229e-05 1.57579e-05 1.18711e-05 1.13443e-05 2.24074e-05 1.42228e-05 1.32174e-05 3.34171e-05 4.35604e-05 0.0446389 8.03927e-05 0.00391362 1.21515e-05 8.31601e-06 5.63808e-05 4.81569e-35 1.41621e-05 Variance: 8.2932e-06 Variances/cluster: 4.59367e-08 3.56909e-08 3.40231e-08 5.92358e-08 2.99742e-08 6.13155e-08 5.15071e-08 3.53766e-08 2.20239e-07 3.15218e-07 2.7222e-06 0.0422886 9.47727e-08 0.00391989 3.00011e-08 3.31277e-08 6.50086e-08 2.67973e-31 3.47079e-08 -------------------------------------------------------------- Initialization seed trial #529 of 1000; initialization seed = 493578754 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 511869 Distortion: 0.0360071 Distortions/cluster: 4.67043e-05 2.31055e-05 3.15345e-05 4.81569e-35 1.08283e-34 0.0356196 2.14989e-05 2.0049e-05 1.85474e-05 2.37044e-35 2.41418e-05 2.97714e-05 0 1.22168e-05 3.57241e-05 3.67128e-05 4.67839e-05 1.27749e-35 4.07957e-05 Variance: 6.10187e-06 Variances/cluster: 2.74699e-06 4.79327e-08 3.78987e-08 2.67973e-31 0 0.035575 3.57083e-08 5.19357e-08 3.83175e-08 0 7.22754e-08 4.28328e-08 0 6.20088e-08 2.95206e-07 5.98708e-08 8.44208e-08 0 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #530 of 1000; initialization seed = 493578755 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 85 BIC score: 555034 Distortion: 0.0132898 Distortions/cluster: 2.19378e-05 9.3888e-06 1.96393e-05 8.366e-05 1.10886e-05 1.40169e-05 8.34014e-06 8.50866e-06 0 0.000300791 0.00872182 7.62185e-06 6.73163e-05 4.01753e-05 0.00391362 1.22872e-05 2.17832e-05 1.4328e-05 1.35195e-05 Variance: 2.25213e-06 Variances/cluster: 5.14927e-08 3.08815e-08 7.38266e-08 9.74749e-08 2.93315e-08 3.51266e-08 3.53365e-08 2.53212e-08 0 1.87971e-05 0.156503 3.2708e-08 7.54422e-08 3.40429e-07 0.00391989 6.14306e-08 4.99572e-08 3.53747e-08 3.41371e-08 -------------------------------------------------------------- Initialization seed trial #531 of 1000; initialization seed = 493578756 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 690691 Distortion: 0.000640773 Distortions/cluster: 1.93829e-05 1.63037e-05 2.27224e-05 4.67043e-05 0 1.46771e-05 2.07945e-05 3.23961e-05 0.000296292 1.27749e-35 7.69167e-06 9.64317e-35 3.45796e-05 3.52215e-05 3.80062e-05 1.08283e-34 3.99797e-05 1.60211e-05 2.37044e-35 Variance: 1.08587e-07 Variances/cluster: 6.48056e-08 4.02429e-08 5.75068e-08 2.74699e-06 0 5.84555e-08 3.52409e-08 3.83807e-08 2.7688e-06 0 1.67159e-07 6.86694e-32 5.74364e-08 5.52007e-08 7.64653e-08 0 4.71974e-08 4.41208e-08 0 -------------------------------------------------------------- Initialization seed trial #532 of 1000; initialization seed = 493578757 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 572236 Distortion: 0.00910288 Distortions/cluster: 3.00327e-05 3.53035e-05 4.90368e-05 2.30632e-05 3.99696e-05 3.57241e-05 2.51359e-05 1.27749e-35 4.67043e-05 1.46487e-05 0 4.81569e-35 1.46755e-05 1.3301e-05 2.10184e-05 1.57739e-05 0.00872182 1.08283e-34 1.667e-05 Variance: 1.5426e-06 Variances/cluster: 6.68826e-08 5.95142e-08 8.51064e-08 4.67772e-08 6.86544e-08 2.95206e-07 7.18111e-08 0 2.74699e-06 3.39846e-08 0 2.67973e-31 3.70558e-08 4.49315e-08 3.29414e-08 3.60927e-08 0.156503 0 3.19925e-08 -------------------------------------------------------------- Initialization seed trial #533 of 1000; initialization seed = 493578758 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 556305 Distortion: 0.0130022 Distortions/cluster: 2.25984e-05 1.85187e-05 1.90914e-05 1.14431e-05 3.32979e-05 0.00872182 3.57241e-05 1.53372e-05 2.34603e-05 4.67043e-05 1.05384e-05 2.86463e-05 4.81569e-35 1.80048e-05 0.00391362 2.95988e-05 2.27091e-05 0 3.1127e-05 Variance: 2.2034e-06 Variances/cluster: 3.66221e-08 6.47303e-08 3.95229e-08 5.49975e-08 3.89415e-08 0.156503 2.95206e-07 3.97207e-08 4.85677e-08 2.74699e-06 4.87733e-08 7.5181e-08 2.67973e-31 6.66632e-08 0.00391989 6.24396e-08 5.94284e-08 0 4.32281e-08 -------------------------------------------------------------- Initialization seed trial #534 of 1000; initialization seed = 493578759 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 555991 Distortion: 0.0130093 Distortions/cluster: 3.65748e-05 2.21248e-05 0.00391362 1.36762e-05 1.99179e-05 4.02654e-05 0 1.94704e-05 4.67043e-05 1.42886e-05 1.47866e-05 4.81569e-35 1.44581e-05 1.20547e-05 1.48979e-05 4.74532e-05 2.14367e-05 3.57241e-05 0.00872182 Variance: 2.20459e-06 Variances/cluster: 5.98409e-08 4.92715e-08 0.00391989 3.40174e-08 4.8814e-08 6.94009e-08 0 3.42147e-08 2.74699e-06 3.18204e-08 3.58866e-08 2.67973e-31 3.4752e-08 6.14985e-08 3.58088e-08 8.47111e-08 7.31571e-08 2.95206e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #535 of 1000; initialization seed = 493578760 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 556182 Distortion: 0.0130363 Distortions/cluster: 0.00391362 2.90326e-05 2.88502e-05 1.29941e-05 8.10674e-06 1.01377e-05 4.67043e-05 8.33627e-05 1.12612e-05 6.6306e-05 0.00872182 2.23746e-05 3.78274e-05 0 7.48098e-06 1.13687e-05 4.81569e-35 1.1613e-05 1.34718e-05 Variance: 2.20917e-06 Variances/cluster: 0.00391989 7.5797e-08 6.20384e-08 3.51158e-08 3.26847e-08 3.65949e-08 2.74699e-06 9.73555e-08 2.90212e-08 7.43933e-08 0.156503 4.7907e-08 3.00181e-07 0 3.00415e-08 3.10594e-08 2.67973e-31 2.97736e-08 3.3179e-08 -------------------------------------------------------------- Initialization seed trial #536 of 1000; initialization seed = 493578761 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 21 BIC score: 554958 Distortion: 0.0132667 Distortions/cluster: 1.61919e-05 1.5877e-05 0.000300791 1.72244e-05 2.79648e-05 1.74131e-05 0.00391362 3.85802e-05 1.41467e-05 0 4.94151e-05 3.85922e-05 1.5802e-05 1.25203e-05 3.53674e-05 1.14525e-05 1.12694e-05 0.00872182 8.62404e-06 Variance: 2.24821e-06 Variances/cluster: 4.24949e-08 5.90178e-08 1.87971e-05 4.39358e-08 4.18598e-08 3.76871e-08 0.00391989 3.38384e-07 3.25933e-08 0 8.56143e-08 6.67472e-08 3.47266e-08 9.93588e-08 5.95215e-08 2.92122e-08 6.12415e-08 0.156503 3.35527e-08 -------------------------------------------------------------- Initialization seed trial #537 of 1000; initialization seed = 493578762 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 570856 Distortion: 0.00937744 Distortions/cluster: 9.0646e-06 0.000293761 4.0661e-05 1.08283e-34 2.54904e-05 2.31561e-05 0 1.66969e-05 4.67043e-05 1.1689e-05 2.24656e-05 1.43577e-05 2.05923e-05 7.65225e-05 1.27749e-35 1.71015e-05 1.43522e-05 2.30014e-05 0.00872182 Variance: 1.58913e-06 Variances/cluster: 5.14868e-08 6.83108e-07 4.37177e-08 0 5.42299e-08 4.15689e-08 0 6.1381e-08 2.74699e-06 6.18413e-08 3.64069e-08 5.81096e-08 5.5042e-08 1.14888e-07 0 4.26332e-08 7.55153e-08 6.31698e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #538 of 1000; initialization seed = 493578763 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 496746 Distortion: 0.0489124 Distortions/cluster: 1.51598e-05 1.42934e-05 1.38338e-05 3.27799e-05 0.00391362 3.57241e-05 4.67043e-05 1.88351e-05 1.20547e-05 1.48979e-05 2.21248e-05 0.0446389 3.33687e-05 4.81569e-35 1.90462e-05 2.14367e-05 1.45863e-05 1.99091e-05 2.51159e-05 Variance: 8.28883e-06 Variances/cluster: 3.21154e-08 3.54643e-08 3.41545e-08 6.07967e-08 0.00391989 2.95206e-07 2.74699e-06 3.36302e-08 6.14985e-08 3.58088e-08 4.92715e-08 0.0422886 5.91449e-08 2.67973e-31 6.34671e-08 7.31571e-08 3.57476e-08 4.87924e-08 7.23574e-08 -------------------------------------------------------------- Initialization seed trial #539 of 1000; initialization seed = 493578764 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 570517 Distortion: 0.00938077 Distortions/cluster: 3.58899e-05 4.90368e-05 2.04886e-05 0 1.08283e-34 1.32282e-05 1.17307e-05 1.6604e-05 0.00872182 3.99696e-05 1.61268e-05 6.75087e-05 1.27749e-35 9.19875e-06 1.89164e-05 2.37899e-05 0.000307974 1.91394e-05 9.35027e-06 Variance: 1.58969e-06 Variances/cluster: 6.04009e-08 8.51064e-08 5.69077e-08 0 0 4.62486e-08 2.96195e-08 4.48719e-08 0.156503 6.86544e-08 7.19892e-08 1.33404e-07 0 3.44482e-08 4.02441e-08 4.03181e-08 1.71076e-05 3.80471e-08 5.91739e-08 -------------------------------------------------------------- Initialization seed trial #540 of 1000; initialization seed = 493578765 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 501546 Distortion: 0.0450311 Distortions/cluster: 1.45852e-05 1.52083e-05 1.72775e-05 2.77049e-05 1.60385e-05 1.68691e-05 3.18828e-05 0.0446389 4.81569e-35 4.35604e-05 8.03927e-05 9.64899e-06 1.08283e-34 1.27749e-35 5.63808e-05 1.83892e-05 1.22342e-05 1.94067e-05 1.25764e-05 Variance: 7.63109e-06 Variances/cluster: 4.48734e-08 3.42498e-08 3.73936e-08 4.14088e-08 3.37622e-08 2.5553e-07 3.12543e-07 0.0422886 2.67973e-31 2.7222e-06 9.47727e-08 5.95566e-08 0 0 6.50086e-08 5.39228e-08 5.88136e-08 3.42231e-08 3.624e-08 -------------------------------------------------------------- Initialization seed trial #541 of 1000; initialization seed = 493578766 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 555193 Distortion: 0.0132878 Distortions/cluster: 4.35604e-05 7.91471e-06 1.6657e-05 0.00872182 2.14461e-05 8.03927e-05 1.17086e-05 1.13157e-05 1.39854e-05 0 5.68468e-05 1.47538e-05 1.35978e-05 1.18085e-05 2.11959e-05 0.000296041 1.7215e-05 1.38814e-05 0.00391362 Variance: 2.25178e-06 Variances/cluster: 2.7222e-06 3.3533e-08 4.03282e-08 0.156503 6.40132e-08 9.47727e-08 2.90502e-08 6.18291e-08 3.36969e-08 0 6.54704e-08 2.30472e-07 3.39915e-08 2.95186e-08 4.64783e-08 3.0205e-06 4.69029e-08 3.49623e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #542 of 1000; initialization seed = 493578767 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 500969 Distortion: 0.045016 Distortions/cluster: 4.67839e-05 2.06795e-05 1.27749e-35 1.08283e-34 1.72657e-05 0.0446389 1.17365e-05 3.67128e-05 1.41589e-05 1.57286e-05 4.67043e-05 8.70799e-06 4.81569e-35 4.07957e-05 1.75126e-05 2.7869e-05 3.57241e-05 1.13443e-05 2.53576e-05 Variance: 7.62854e-06 Variances/cluster: 8.44208e-08 4.83122e-08 0 0 3.74491e-08 0.0422886 2.97093e-08 5.98708e-08 3.25463e-08 3.46415e-08 2.74699e-06 3.3748e-08 2.67973e-31 6.98334e-08 6.39098e-08 4.16541e-08 2.95206e-07 6.13155e-08 5.62207e-08 -------------------------------------------------------------- Initialization seed trial #543 of 1000; initialization seed = 493578768 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 500263 Distortion: 0.0452712 Distortions/cluster: 0.0446389 1.27749e-35 0.000285279 1.15981e-05 8.36394e-06 1.56862e-05 2.78484e-05 4.67043e-05 2.04477e-05 1.4197e-05 3.35214e-05 2.04307e-05 1.82502e-05 3.57241e-05 1.94952e-05 2.36116e-05 1.08283e-34 1.74537e-05 3.36824e-05 Variance: 7.67179e-06 Variances/cluster: 0.0422886 0 1.33924e-06 2.96592e-08 3.29251e-08 3.45481e-08 4.17481e-08 2.74699e-06 4.67871e-08 3.25591e-08 6.22874e-08 4.85245e-08 6.70907e-08 2.95206e-07 6.41085e-08 6.96288e-08 0 3.74507e-08 5.91764e-08 -------------------------------------------------------------- Initialization seed trial #544 of 1000; initialization seed = 493578769 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 713133 Distortion: 0.000387376 Distortions/cluster: 2.27061e-05 3.82031e-05 3.27648e-05 9.64317e-35 4.35604e-05 1.8786e-05 1.27749e-35 4.67839e-05 2.20621e-05 1.08283e-34 0 3.06463e-05 4.81569e-35 1.9419e-05 2.37044e-35 2.24305e-05 1.25053e-05 4.07957e-05 3.67128e-05 Variance: 6.56458e-08 Variances/cluster: 5.02305e-08 3.15692e-07 3.86343e-08 6.86694e-32 2.7222e-06 3.88907e-08 0 8.44208e-08 3.6104e-08 0 0 4.30994e-08 2.67973e-31 7.41129e-08 0 5.07431e-08 6.12955e-08 6.98334e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #545 of 1000; initialization seed = 493578770 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 497141 Distortion: 0.0489449 Distortions/cluster: 3.78274e-05 9.46586e-06 1.69263e-05 1.58159e-05 1.31009e-05 1.72265e-05 7.88623e-06 1.12821e-05 6.6306e-05 1.44088e-05 1.37203e-05 0.00391362 4.81569e-35 0.0446389 8.33627e-05 1.37792e-05 1.13418e-05 4.67043e-05 1.32393e-05 Variance: 8.29435e-06 Variances/cluster: 3.00181e-07 5.91566e-08 7.39082e-08 4.33276e-08 4.6126e-08 5.12646e-08 3.25839e-08 2.90743e-08 7.43933e-08 3.54865e-08 3.41271e-08 0.00391989 2.67973e-31 0.0422886 9.73555e-08 3.35231e-08 2.8711e-08 2.74699e-06 3.39435e-08 -------------------------------------------------------------- Initialization seed trial #546 of 1000; initialization seed = 493578771 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 555991 Distortion: 0.0130059 Distortions/cluster: 2.17247e-05 1.99114e-05 3.57241e-05 4.81569e-35 0 0.00391362 0.00872182 2.80572e-05 2.26152e-05 1.6426e-05 1.21027e-05 1.78151e-05 1.61051e-05 3.37991e-05 3.20268e-05 2.00931e-05 4.67043e-05 2.21038e-05 2.52451e-05 Variance: 2.20402e-06 Variances/cluster: 7.26524e-08 3.45644e-08 2.95206e-07 2.67973e-31 0 0.00391989 0.156503 4.17481e-08 4.96877e-08 3.58614e-08 6.17435e-08 3.78203e-08 3.34797e-08 7.34531e-08 7.98418e-08 4.88839e-08 2.74699e-06 4.94452e-08 5.81492e-08 -------------------------------------------------------------- Initialization seed trial #547 of 1000; initialization seed = 493578772 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 554758 Distortion: 0.0132758 Distortions/cluster: 1.37046e-05 1.83204e-05 7.10126e-05 0.00391362 1.8789e-05 2.04998e-05 8.5365e-06 0 2.1899e-05 2.40902e-05 1.92515e-05 1.9419e-05 0.00872182 1.25053e-05 1.43097e-05 2.36991e-05 2.42703e-05 2.20389e-05 0.000307974 Variance: 2.24975e-06 Variances/cluster: 5.73232e-08 4.37099e-08 1.19741e-07 0.00391989 3.91403e-08 3.50384e-08 5.04955e-08 0 4.13152e-08 4.11759e-08 5.5462e-08 7.41129e-08 0.156503 6.12955e-08 7.569e-08 5.3613e-08 6.23709e-08 4.91898e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #548 of 1000; initialization seed = 493578773 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 81 BIC score: 500277 Distortion: 0.0452578 Distortions/cluster: 1.08283e-34 1.6308e-05 2.21668e-05 2.85627e-05 2.0914e-05 1.76218e-05 1.27749e-35 1.92746e-05 0.0446389 1.19074e-05 0.000300791 3.96065e-05 2.16456e-05 1.99445e-05 1.54302e-05 2.41521e-05 1.60874e-05 2.19667e-05 2.25077e-05 Variance: 7.66951e-06 Variances/cluster: 0 3.56817e-08 7.29116e-08 4.20003e-08 7.06332e-08 3.78113e-08 0 4.63182e-08 0.0422886 6.13734e-08 1.87971e-05 3.35609e-07 5.29183e-08 3.45618e-08 5.9557e-08 6.05123e-08 3.35125e-08 4.89194e-08 5.93676e-08 -------------------------------------------------------------- Initialization seed trial #549 of 1000; initialization seed = 493578774 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 75 BIC score: 690368 Distortion: 0.000640176 Distortions/cluster: 2.09618e-05 2.3183e-05 1.27749e-35 1.08283e-34 0.000301781 3.26327e-05 1.89394e-05 4.35604e-05 2.14989e-05 2.41418e-05 1.22168e-05 3.36824e-05 0 2.37044e-35 3.17702e-05 9.64317e-35 2.50544e-05 3.15345e-05 1.92187e-05 Variance: 1.08486e-07 Variances/cluster: 5.41599e-08 4.78948e-08 0 0 2.67033e-06 6.08624e-08 6.33222e-08 2.7222e-06 3.57083e-08 7.22754e-08 6.20088e-08 5.91764e-08 0 0 4.54469e-08 6.86694e-32 7.2389e-08 3.78987e-08 3.94596e-08 -------------------------------------------------------------- Initialization seed trial #550 of 1000; initialization seed = 493578775 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 554694 Distortion: 0.0132744 Distortions/cluster: 1.99789e-05 3.99696e-05 1.41711e-05 1.44193e-05 1.40685e-05 0.00391362 2.13254e-05 3.53035e-05 4.67043e-05 4.90368e-05 0 1.23096e-05 0.00872182 1.57021e-05 8.34079e-06 1.18377e-05 1.38846e-05 0.000286218 3.57241e-05 Variance: 2.24952e-06 Variances/cluster: 4.77921e-08 6.86544e-08 3.52479e-08 3.55125e-08 3.40611e-08 0.00391989 4.89074e-08 5.95142e-08 2.74699e-06 8.51064e-08 0 3.00209e-08 0.156503 6.56936e-08 3.30946e-08 3.00414e-08 3.41955e-08 1.22306e-06 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #551 of 1000; initialization seed = 493578776 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 68 BIC score: 570871 Distortion: 0.00935696 Distortions/cluster: 0.000300791 0.00872182 2.00614e-05 1.08283e-34 3.9511e-05 3.53674e-05 1.35274e-05 3.85802e-05 1.90885e-05 2.83184e-05 1.41206e-05 1.8405e-05 1.27749e-35 4.90368e-05 1.65241e-05 1.49105e-05 0 1.08864e-05 1.601e-05 Variance: 1.58566e-06 Variances/cluster: 1.87971e-05 0.156503 3.46444e-08 0 6.81007e-08 5.95215e-08 9.52557e-08 3.38384e-07 4.55531e-08 4.20117e-08 5.43058e-08 3.88254e-08 0 8.51064e-08 3.42083e-08 4.188e-08 0 6.11545e-08 3.51838e-08 -------------------------------------------------------------- Initialization seed trial #552 of 1000; initialization seed = 493578777 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 710510 Distortion: 0.00041106 Distortions/cluster: 2.8353e-05 1.60083e-05 2.21576e-05 0 6.60089e-05 2.84268e-05 9.60684e-06 1.44571e-05 1.52149e-05 1.55035e-05 4.81569e-35 9.64317e-35 4.0343e-05 1.08283e-34 2.77592e-05 4.35604e-05 8.366e-05 1.27749e-35 2.37044e-35 Variance: 6.96593e-08 Variances/cluster: 7.48041e-08 3.6462e-08 4.70396e-08 0 7.42266e-08 6.34476e-08 4.2883e-08 3.29291e-08 3.11107e-08 3.3996e-08 2.67973e-31 6.86694e-32 3.20143e-07 0 4.16143e-08 2.7222e-06 9.74749e-08 0 0 -------------------------------------------------------------- Initialization seed trial #553 of 1000; initialization seed = 493578778 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 556507 Distortion: 0.0130022 Distortions/cluster: 4.35604e-05 3.42201e-05 2.09637e-05 2.54232e-05 4.81569e-35 1.90475e-05 7.44391e-06 2.20889e-05 3.03382e-05 0 3.27905e-05 0.00872182 1.15575e-05 2.01232e-05 1.72269e-05 2.87957e-05 2.24182e-05 0.00391362 3.07489e-05 Variance: 2.20339e-06 Variances/cluster: 2.7222e-06 3.13912e-07 4.62625e-08 5.53836e-08 2.67973e-31 3.90281e-08 1.61775e-07 3.61478e-08 7.91869e-08 0 3.86647e-08 0.156503 6.17997e-08 4.50036e-08 6.3563e-08 6.69456e-08 5.07153e-08 0.00391989 4.33656e-08 -------------------------------------------------------------- Initialization seed trial #554 of 1000; initialization seed = 493578779 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 501071 Distortion: 0.0450059 Distortions/cluster: 3.34126e-05 1.27749e-35 4.35604e-05 1.62843e-05 4.81569e-35 1.13236e-05 2.86463e-05 1.8222e-05 1.08283e-34 2.92131e-05 1.8121e-05 2.15302e-05 3.28537e-05 2.80307e-05 1.65273e-05 2.05094e-05 2.88249e-05 0.0446389 1.99705e-05 Variance: 7.62683e-06 Variances/cluster: 3.09343e-07 0 2.7222e-06 3.36423e-08 2.67973e-31 2.13594e-07 7.5181e-08 4.4538e-08 0 6.54796e-08 3.84698e-08 4.48505e-08 8.06958e-08 6.04062e-08 3.59257e-08 3.51147e-08 4.20765e-08 0.0422886 4.42662e-08 -------------------------------------------------------------- Initialization seed trial #555 of 1000; initialization seed = 493578780 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 690733 Distortion: 0.000640594 Distortions/cluster: 3.99122e-05 1.3956e-05 3.00347e-05 3.70588e-05 8.88842e-06 1.90738e-05 0 1.82371e-05 9.64317e-35 4.85863e-05 1.27749e-35 3.00268e-05 2.37044e-35 2.71289e-05 1.36293e-05 2.31671e-05 1.08283e-34 3.01035e-05 0.000300791 Variance: 1.08557e-07 Variances/cluster: 3.382e-07 7.5825e-08 4.14796e-08 4.08101e-08 5.10664e-08 5.52687e-08 0 4.40367e-08 6.86694e-32 4.89245e-08 0 7.58193e-08 0 5.46904e-08 5.72477e-08 5.87803e-08 0 6.0082e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #556 of 1000; initialization seed = 493578781 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 500564 Distortion: 0.0452577 Distortions/cluster: 1.08283e-34 2.05116e-05 2.02283e-05 1.57816e-05 2.01271e-05 3.28537e-05 2.97236e-05 0.0446389 2.94044e-05 0.000300791 1.27749e-35 2.14343e-05 2.01925e-05 1.13443e-05 1.69243e-05 1.31364e-05 3.55643e-05 1.56914e-05 1.50711e-05 Variance: 7.6695e-06 Variances/cluster: 0 4.67195e-08 4.89628e-08 5.91028e-08 4.45146e-08 8.06958e-08 6.58851e-08 0.0422886 3.75502e-08 1.87971e-05 0 3.57197e-08 4.68461e-08 6.13155e-08 3.7275e-08 2.30418e-07 3.35473e-07 3.5904e-08 3.75801e-08 -------------------------------------------------------------- Initialization seed trial #557 of 1000; initialization seed = 493578782 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 570742 Distortion: 0.00934872 Distortions/cluster: 1.27749e-35 3.36824e-05 1.65767e-05 0.00872182 1.22872e-05 0 2.00735e-05 1.08283e-34 3.96065e-05 2.51399e-05 1.96393e-05 2.2763e-05 1.74272e-05 1.62002e-05 3.26327e-05 1.8854e-05 2.91138e-05 2.21108e-05 0.000300791 Variance: 1.58426e-06 Variances/cluster: 0 5.91764e-08 3.42464e-08 0.156503 6.14306e-08 0 3.47252e-08 0 3.35609e-07 7.24266e-08 7.38266e-08 5.23239e-08 3.7555e-08 3.53685e-08 6.08624e-08 6.32482e-08 4.22514e-08 5.00203e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #558 of 1000; initialization seed = 493578783 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 496841 Distortion: 0.0489317 Distortions/cluster: 1.13353e-05 4.81569e-35 2.0139e-05 9.77058e-06 0.0446389 2.32155e-05 7.33878e-05 2.13682e-05 1.39983e-05 1.45253e-05 2.54932e-05 1.79292e-05 0.00391362 2.30014e-05 4.67043e-05 2.36124e-05 1.70273e-05 2.06187e-05 1.70423e-05 Variance: 8.2921e-06 Variances/cluster: 6.12668e-08 2.67973e-31 5.4857e-08 5.27969e-08 0.0422886 4.23603e-08 1.13769e-07 4.00866e-08 7.48343e-08 5.83159e-08 5.55361e-08 3.88044e-08 0.00391989 6.31698e-08 2.74699e-06 5.34168e-08 6.37677e-08 3.50618e-08 4.2592e-08 -------------------------------------------------------------- Initialization seed trial #559 of 1000; initialization seed = 493578784 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 570601 Distortion: 0.00935701 Distortions/cluster: 2.23091e-05 4.67043e-05 2.05187e-05 2.31325e-05 2.87549e-05 1.63402e-05 2.11141e-05 0.00872182 1.87181e-05 0 1.66064e-05 1.08283e-34 1.27749e-35 2.11957e-05 3.57241e-05 0.000296957 1.44798e-05 2.4037e-05 2.86012e-05 Variance: 1.58567e-06 Variances/cluster: 5.66035e-08 2.74699e-06 3.51307e-08 5.91436e-08 4.19132e-08 3.36882e-08 5.06169e-08 0.156503 3.92375e-08 0 3.60194e-08 0 0 7.11044e-08 2.95206e-07 6.76384e-07 5.81331e-08 4.80697e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #560 of 1000; initialization seed = 493578785 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 555205 Distortion: 0.0132667 Distortions/cluster: 1.667e-05 1.12039e-05 1.45672e-05 1.06448e-05 0.00391362 1.55462e-05 3.99696e-05 8.93304e-06 3.53035e-05 7.74147e-06 1.8237e-05 0.00872182 0.000300791 0 1.33174e-05 4.90368e-05 2.13575e-05 3.85802e-05 2.93167e-05 Variance: 2.24821e-06 Variances/cluster: 3.71238e-08 8.48709e-08 3.51834e-08 6.08222e-08 0.00391989 3.78215e-08 6.86544e-08 4.90784e-08 5.95142e-08 5.6919e-08 4.66378e-08 0.156503 1.87971e-05 0 3.83756e-08 8.51064e-08 3.57107e-08 3.38384e-07 3.74382e-08 -------------------------------------------------------------- Initialization seed trial #561 of 1000; initialization seed = 493578786 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 606058 Distortion: 0.00431868 Distortions/cluster: 1.23035e-05 0.00391362 2.38984e-05 3.00803e-05 1.01589e-05 9.32466e-06 2.37044e-35 3.0436e-05 3.68988e-05 4.81569e-35 1.11117e-05 4.67043e-05 0 2.75883e-05 9.60723e-05 4.28e-05 1.17974e-05 9.64317e-35 1.58821e-05 Variance: 7.31855e-07 Variances/cluster: 5.18967e-08 0.00391989 6.492e-08 7.57631e-08 4.83602e-08 5.20763e-08 0 6.01454e-08 4.57182e-08 2.67973e-31 5.36622e-08 2.74699e-06 0 5.62975e-08 9.8831e-08 4.46259e-08 7.23551e-08 6.86694e-32 4.09198e-08 -------------------------------------------------------------- Initialization seed trial #562 of 1000; initialization seed = 493578787 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 78 BIC score: 571109 Distortion: 0.00937134 Distortions/cluster: 1.13353e-05 1.46691e-05 1.08283e-34 1.55226e-05 1.32174e-05 0.000300791 3.56628e-05 1.49238e-05 0 1.27749e-35 2.20425e-05 1.94199e-05 1.53857e-05 1.44628e-05 1.4646e-05 8.03927e-05 5.68468e-05 2.02002e-05 0.00872182 Variance: 1.58809e-06 Variances/cluster: 6.12668e-08 3.20259e-08 0 5.90169e-08 2.20239e-07 1.87971e-05 3.36402e-07 3.47034e-08 0 0 5.17387e-08 3.41859e-08 3.63696e-08 3.49313e-08 3.67952e-08 9.47727e-08 6.54704e-08 4.62204e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #563 of 1000; initialization seed = 493578788 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 572476 Distortion: 0.00909431 Distortions/cluster: 2.28296e-05 2.2302e-05 3.57241e-05 2.31325e-05 2.06002e-05 2.95988e-05 1.91975e-05 0 1.27749e-35 3.11675e-05 2.11957e-05 3.33853e-05 4.67043e-05 2.86463e-05 1.08283e-34 1.44798e-05 2.35247e-05 0.00872182 4.81569e-35 Variance: 1.54115e-06 Variances/cluster: 5.91246e-08 3.63182e-08 2.95206e-07 5.91436e-08 4.84553e-08 6.24396e-08 3.9825e-08 0 0 4.31645e-08 7.11044e-08 3.89981e-08 2.74699e-06 7.5181e-08 0 5.81331e-08 4.86004e-08 0.156503 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #564 of 1000; initialization seed = 493578789 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 690082 Distortion: 0.000640613 Distortions/cluster: 2.52237e-05 2.23264e-05 2.92125e-05 1.68447e-05 2.90326e-05 3.33687e-05 2.37044e-35 0.000300632 2.04028e-05 3.05004e-05 1.85706e-05 1.89386e-05 1.60761e-05 9.64317e-35 0 3.27799e-05 1.08283e-34 1.27749e-35 4.67043e-05 Variance: 1.0856e-07 Variances/cluster: 7.24593e-08 4.71974e-08 6.18859e-08 3.45149e-08 7.5797e-08 5.91449e-08 0 2.56921e-06 3.49921e-08 4.44573e-08 3.90922e-08 6.33195e-08 3.51744e-08 6.86694e-32 0 6.07967e-08 0 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #565 of 1000; initialization seed = 493578790 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 511719 Distortion: 0.0360207 Distortions/cluster: 3.93613e-05 2.37044e-35 3.96953e-05 0.0356196 4.81569e-35 1.60548e-05 3.74741e-05 2.37471e-05 4.67043e-05 9.61986e-06 1.27749e-35 2.17441e-05 9.1445e-06 1.08283e-34 1.4435e-05 9.98687e-06 1.08698e-05 3.69625e-05 8.53958e-05 Variance: 6.10418e-06 Variances/cluster: 7.65724e-08 0 4.38099e-08 0.035575 2.67973e-31 6.49786e-08 5.97623e-08 6.29689e-08 2.74699e-06 5.72439e-08 0 3.59365e-08 5.25375e-08 0 3.86872e-08 4.79984e-08 5.32662e-08 5.75683e-08 1.01895e-07 -------------------------------------------------------------- Initialization seed trial #566 of 1000; initialization seed = 493578791 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 496554 Distortion: 0.0491769 Distortions/cluster: 4.67043e-05 1.67655e-05 1.48789e-05 4.67605e-05 2.83164e-05 0.00391362 0.000295334 1.12776e-05 1.45016e-05 0.0446389 1.42548e-05 3.49568e-05 1.51165e-05 1.88709e-05 1.49917e-05 1.86663e-05 1.09817e-05 1.37111e-05 8.2845e-06 Variance: 8.33366e-06 Variances/cluster: 2.74699e-06 4.05909e-08 4.17911e-08 8.43786e-08 4.79782e-08 0.00391989 2.83946e-06 8.35312e-08 3.58032e-08 0.0422886 5.44035e-08 6.1416e-08 3.18886e-08 3.36341e-08 3.59478e-08 4.54127e-08 6.13449e-08 3.40196e-08 1.7254e-07 -------------------------------------------------------------- Initialization seed trial #567 of 1000; initialization seed = 493578792 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 496329 Distortion: 0.0491764 Distortions/cluster: 3.85802e-05 1.52387e-05 0.0446389 1.49157e-05 1.25751e-05 3.89693e-05 0.00391362 1.19283e-05 0.000300791 9.55189e-06 1.53111e-05 1.38677e-05 1.07607e-05 4.90368e-05 1.41703e-05 1.27881e-05 1.6447e-05 3.53674e-05 1.35715e-05 Variance: 8.33357e-06 Variances/cluster: 3.38384e-07 5.86061e-08 0.0422886 4.27348e-08 3.38009e-08 6.72829e-08 0.00391989 3.00434e-08 1.87971e-05 4.22604e-08 3.6279e-08 3.30153e-08 6.079e-08 8.51064e-08 3.0082e-08 9.47186e-08 4.21681e-08 5.95215e-08 3.39257e-08 -------------------------------------------------------------- Initialization seed trial #568 of 1000; initialization seed = 493578793 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 572369 Distortion: 0.00911497 Distortions/cluster: 2.89131e-05 1.27749e-35 1.20571e-05 1.07602e-05 2.33419e-05 2.19164e-05 4.81569e-35 2.48404e-05 0 0.00872182 2.29451e-05 3.67876e-05 2.24236e-05 2.38336e-05 2.43013e-05 1.08283e-34 1.92146e-05 7.51073e-05 4.67043e-05 Variance: 1.54465e-06 Variances/cluster: 6.09781e-08 0 6.1826e-08 5.48818e-08 5.83493e-08 3.59245e-08 2.67973e-31 4.10546e-08 0 0.156503 4.70147e-08 4.02455e-08 4.85202e-08 7.39943e-08 7.23199e-08 0 6.44577e-08 1.28817e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #569 of 1000; initialization seed = 493578794 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 501053 Distortion: 0.0450087 Distortions/cluster: 3.41625e-05 1.53635e-05 2.49472e-05 4.35604e-05 1.60256e-05 1.39963e-05 1.8937e-05 1.45583e-05 1.69244e-05 2.86463e-05 2.89546e-05 0.0446389 4.77531e-05 1.27749e-35 3.14299e-05 1.43557e-05 2.01582e-05 1.08283e-34 4.81569e-35 Variance: 7.6273e-06 Variances/cluster: 6.05524e-08 3.6231e-08 5.50667e-08 2.7222e-06 2.50339e-07 3.72209e-08 3.39334e-08 3.58548e-08 3.24817e-08 7.5181e-08 4.90595e-08 0.0422886 8.4943e-08 0 3.11154e-07 3.47565e-08 4.2886e-08 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #570 of 1000; initialization seed = 493578795 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 510613 Distortion: 0.0362575 Distortions/cluster: 1.96652e-05 1.08283e-34 4.67839e-05 2.56477e-05 1.46064e-05 1.24356e-05 1.42127e-05 0.000300791 1.57488e-05 1.75833e-05 1.27749e-35 2.82231e-05 2.37044e-35 3.67128e-05 3.85802e-05 1.7844e-05 0.0356196 8.73214e-06 4.04031e-05 Variance: 6.1443e-06 Variances/cluster: 4.40884e-08 0 8.44208e-08 7.26505e-08 3.28944e-08 3.00343e-08 9.47433e-08 1.87971e-05 3.48395e-08 4.66363e-08 0 4.1995e-08 0 5.98708e-08 3.38384e-07 3.82062e-08 0.035575 3.56373e-08 6.92799e-08 -------------------------------------------------------------- Initialization seed trial #571 of 1000; initialization seed = 493578796 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 572835 Distortion: 0.00909869 Distortions/cluster: 4.35604e-05 3.28529e-05 1.14416e-05 1.08283e-34 2.21076e-05 1.27749e-35 4.78277e-05 3.28982e-05 1.60322e-05 1.89619e-05 2.11622e-05 0.00872182 3.09436e-05 2.07991e-05 3.07489e-05 3.45671e-05 4.81569e-35 1.29626e-05 0 Variance: 1.54189e-06 Variances/cluster: 2.7222e-06 3.12848e-07 6.15088e-08 0 3.61784e-08 0 8.49246e-08 3.87459e-08 5.93739e-08 3.89323e-08 4.70232e-08 0.156503 5.21643e-08 4.75908e-08 4.33656e-08 6.08381e-08 2.67973e-31 2.31427e-07 0 -------------------------------------------------------------- Initialization seed trial #572 of 1000; initialization seed = 493578797 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 506550 Distortion: 0.0399138 Distortions/cluster: 1.53635e-05 4.67043e-05 3.67128e-05 0.00391362 1.45659e-05 2.37044e-35 2.90326e-05 4.81569e-35 4.67839e-05 0 0.0356196 1.4805e-05 1.92567e-05 2.89099e-05 4.07957e-05 1.40107e-05 2.26123e-05 1.53886e-05 3.57241e-05 Variance: 6.76391e-06 Variances/cluster: 3.6231e-08 2.74699e-06 5.98708e-08 0.00391989 3.57853e-08 0 7.5797e-08 2.67973e-31 8.44208e-08 0 0.035575 3.60186e-08 3.40786e-08 6.20335e-08 6.98334e-08 3.4253e-08 4.81069e-08 3.23261e-08 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #573 of 1000; initialization seed = 493578798 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 570551 Distortion: 0.00936609 Distortions/cluster: 2.86196e-05 2.15556e-05 4.67043e-05 3.99696e-05 1.76247e-05 0 1.27749e-35 0.000300632 2.84588e-05 1.46177e-05 1.43906e-05 1.1169e-05 1.08283e-34 0.00872182 1.06301e-05 3.53035e-05 4.90368e-05 1.61819e-05 9.37603e-06 Variance: 1.5872e-06 Variances/cluster: 6.31728e-08 4.59566e-08 2.74699e-06 6.86544e-08 3.28168e-08 0 0 2.56921e-06 7.48856e-08 3.49676e-08 3.64282e-08 4.36247e-08 0 0.156503 2.6245e-08 5.95142e-08 8.51064e-08 3.86168e-08 3.31279e-08 -------------------------------------------------------------- Initialization seed trial #574 of 1000; initialization seed = 493578799 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 497127 Distortion: 0.0489096 Distortions/cluster: 4.81569e-35 0.00391362 2.26358e-05 2.81028e-05 1.91836e-05 1.9412e-05 1.8191e-05 3.20301e-05 1.60052e-05 4.35604e-05 3.01051e-05 9.85554e-06 3.28529e-05 2.06624e-05 1.67011e-05 1.64397e-05 1.14232e-05 0.0446389 1.98883e-05 Variance: 8.28836e-06 Variances/cluster: 2.67973e-31 0.00391989 6.71474e-08 4.20035e-08 4.66711e-08 6.40454e-08 3.81325e-08 5.66719e-08 3.50961e-08 2.7222e-06 5.66769e-08 2.18977e-07 3.12848e-07 4.61175e-08 5.69961e-08 3.41751e-08 6.17416e-08 0.0422886 3.45244e-08 -------------------------------------------------------------- Initialization seed trial #575 of 1000; initialization seed = 493578800 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 501226 Distortion: 0.0450093 Distortions/cluster: 2.82345e-05 1.14232e-05 3.28529e-05 1.4604e-05 1.08283e-34 3.45671e-05 4.35604e-05 0.0446389 4.81569e-35 2.06016e-05 4.78277e-05 3.09436e-05 1.75807e-05 1.57866e-05 1.7649e-05 1.27749e-35 1.6547e-05 1.8191e-05 1.99777e-05 Variance: 7.6274e-06 Variances/cluster: 4.20746e-08 6.17416e-08 3.12848e-07 2.56158e-07 0 6.08381e-08 2.7222e-06 0.0422886 2.67973e-31 4.6396e-08 8.49246e-08 5.21643e-08 5.97939e-08 3.50004e-08 4.27298e-08 0 3.4185e-08 3.81325e-08 3.45594e-08 -------------------------------------------------------------- Initialization seed trial #576 of 1000; initialization seed = 493578801 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 602915 Distortion: 0.00454635 Distortions/cluster: 1.82992e-05 2.54058e-05 1.51848e-05 0.000296857 0 2.79732e-05 2.86463e-05 1.60256e-05 2.0308e-05 1.55569e-05 3.41625e-05 9.64317e-35 2.89546e-05 9.50008e-06 0.00391362 9.89071e-06 2.37044e-35 3.82073e-05 4.77531e-05 Variance: 7.70437e-07 Variances/cluster: 3.84399e-08 5.52254e-08 3.2936e-08 1.9788e-05 0 4.13769e-08 7.5181e-08 2.50339e-07 4.30215e-08 3.48779e-08 6.05524e-08 6.86694e-32 4.90595e-08 3.22e-08 0.00391989 2.96095e-08 0 3.67338e-07 8.4943e-08 -------------------------------------------------------------- Initialization seed trial #577 of 1000; initialization seed = 493578802 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 500397 Distortion: 0.0452669 Distortions/cluster: 1.69068e-05 3.67128e-05 4.67839e-05 1.86267e-05 3.89148e-05 1.06335e-05 1.27749e-35 1.52135e-05 1.39986e-05 1.48326e-05 0.000300791 0.0446389 3.98577e-05 1.39774e-05 1.4241e-05 1.46068e-05 1.08283e-34 1.35852e-05 1.82698e-05 Variance: 7.67105e-06 Variances/cluster: 3.22621e-08 5.98708e-08 8.44208e-08 4.46644e-08 3.3835e-07 6.11067e-08 0 3.62196e-08 5.42539e-08 3.45717e-08 1.87971e-05 0.0422886 6.84621e-08 9.91225e-08 3.63255e-08 4.20909e-08 0 3.70135e-08 3.3214e-08 -------------------------------------------------------------- Initialization seed trial #578 of 1000; initialization seed = 493578803 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 496795 Distortion: 0.0489222 Distortions/cluster: 1.42423e-05 4.90368e-05 1.16267e-05 3.53035e-05 1.96393e-05 2.12789e-05 4.35604e-05 0.0446389 1.32659e-05 1.42671e-05 1.22799e-05 2.24808e-05 3.66664e-05 1.5517e-05 4.81569e-35 0.00391362 3.99696e-05 1.22872e-05 8.22005e-06 Variance: 8.29049e-06 Variances/cluster: 3.39882e-08 8.51064e-08 2.96567e-08 5.95142e-08 7.38266e-08 4.91389e-08 2.7222e-06 0.0422886 3.52781e-08 3.42928e-08 3.01691e-08 5.23981e-08 3.16053e-07 3.62514e-08 2.67973e-31 0.00391989 6.86544e-08 6.14306e-08 3.30084e-08 -------------------------------------------------------------- Initialization seed trial #579 of 1000; initialization seed = 493578804 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 688577 Distortion: 0.000668271 Distortions/cluster: 2.2422e-05 2.20744e-05 1.08283e-34 3.58899e-05 4.90368e-05 1.27749e-35 7.45988e-05 2.37044e-35 2.25108e-05 2.15051e-05 1.20547e-05 2.03373e-05 2.00039e-05 0 3.99696e-05 9.64317e-35 1.98931e-05 0.000307974 0 Variance: 1.13247e-07 Variances/cluster: 7.27931e-08 4.8511e-08 0 6.04009e-08 8.51064e-08 0 1.15647e-07 0 5.47658e-08 4.01926e-08 6.14985e-08 3.48201e-08 3.95298e-08 0 6.86544e-08 6.86694e-32 4.04295e-08 1.71076e-05 0 -------------------------------------------------------------- Initialization seed trial #580 of 1000; initialization seed = 493578805 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 505923 Distortion: 0.0401876 Distortions/cluster: 2.42616e-05 0.0356196 8.366e-05 8.58576e-06 1.99098e-05 0.000300791 9.28568e-06 2.37044e-35 4.16086e-05 1.66364e-05 0.00391362 1.16538e-05 9.31228e-06 1.32379e-05 1.35737e-05 8.28065e-06 1.49205e-05 1.14208e-05 6.73163e-05 Variance: 6.81031e-06 Variances/cluster: 5.70814e-08 0.035575 9.74749e-08 2.54748e-08 4.68424e-08 1.87971e-05 4.18227e-08 0 3.41014e-07 6.34928e-08 0.00391989 3.32932e-08 3.08327e-08 3.35958e-08 3.00934e-08 3.49364e-08 3.5522e-08 6.13969e-08 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #581 of 1000; initialization seed = 493578806 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 511779 Distortion: 0.0362658 Distortions/cluster: 3.99122e-05 0.000300791 4.86717e-05 1.44798e-05 2.11957e-05 1.08283e-34 2.99492e-05 0.0356196 2.71289e-05 2.30629e-05 2.37044e-35 3.00268e-05 3.0528e-05 1.27749e-35 2.11839e-05 0 2.23091e-05 3.70588e-05 0 Variance: 6.14571e-06 Variances/cluster: 3.382e-07 1.87971e-05 4.89612e-08 5.81331e-08 7.11044e-08 0 4.14188e-08 0.035575 5.46904e-08 5.91167e-08 0 7.58193e-08 6.08078e-08 0 5.06628e-08 0 5.66035e-08 4.08101e-08 0 -------------------------------------------------------------- Initialization seed trial #582 of 1000; initialization seed = 493578807 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 496911 Distortion: 0.0489146 Distortions/cluster: 1.71429e-05 9.12399e-06 2.43786e-05 1.94145e-05 4.81569e-35 1.50597e-05 4.67043e-05 2.79035e-05 3.57241e-05 1.60011e-05 0.00391362 1.32763e-05 3.36824e-05 3.25482e-05 1.79057e-05 1.56041e-05 1.96949e-05 0.0446389 1.78482e-05 Variance: 8.2892e-06 Variances/cluster: 3.71024e-08 5.92416e-08 7.18907e-08 3.42368e-08 2.67973e-31 6.63372e-08 2.74699e-06 4.1768e-08 2.95206e-07 3.53975e-08 0.00391989 4.64167e-08 5.91764e-08 6.08182e-08 5.11545e-08 3.29867e-08 6.41321e-08 0.0422886 4.81042e-08 -------------------------------------------------------------- Initialization seed trial #583 of 1000; initialization seed = 493578808 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 555132 Distortion: 0.013261 Distortions/cluster: 1.61284e-05 2.9885e-05 1.11265e-05 3.57269e-05 1.9581e-05 4.67605e-05 1.61216e-05 1.58406e-05 0 0.00391362 0.00872182 1.3363e-05 1.24154e-05 1.47635e-05 2.77132e-05 1.23784e-05 1.79702e-05 0.000300791 3.50123e-05 Variance: 2.24725e-06 Variances/cluster: 6.13201e-08 5.02949e-08 6.11293e-08 3.37008e-07 3.42885e-08 8.43786e-08 3.34444e-08 3.52767e-08 0 0.00391989 0.156503 4.25539e-08 2.1401e-07 4.43308e-08 4.14212e-08 4.63573e-08 3.81497e-08 1.87971e-05 6.14055e-08 -------------------------------------------------------------- Initialization seed trial #584 of 1000; initialization seed = 493578809 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 572325 Distortion: 0.00911357 Distortions/cluster: 2.15468e-05 2.32762e-05 4.81569e-35 1.08283e-34 3.6553e-05 2.35559e-05 1.90592e-05 2.45917e-05 1.27749e-35 2.41418e-05 0 4.67043e-05 2.40201e-05 1.22168e-05 2.11739e-05 7.54473e-05 1.55206e-05 0.00872182 2.39416e-05 Variance: 1.54441e-06 Variances/cluster: 3.96772e-08 4.77911e-08 2.67973e-31 0 4.01206e-08 5.94792e-08 4.62452e-08 4.03758e-08 0 7.22754e-08 0 2.74699e-06 6.03328e-08 6.20088e-08 7.05577e-08 1.15353e-07 5.96754e-08 0.156503 6.26536e-08 -------------------------------------------------------------- Initialization seed trial #585 of 1000; initialization seed = 493578810 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 570647 Distortion: 0.00934755 Distortions/cluster: 2.31671e-05 2.03528e-05 1.27749e-35 2.84588e-05 0 0.000300791 1.44798e-05 2.88249e-05 1.82214e-05 2.34275e-05 2.03826e-05 0.00872182 1.61511e-05 2.95309e-05 2.11957e-05 1.68447e-05 2.3009e-05 1.08283e-34 4.08979e-05 Variance: 1.58406e-06 Variances/cluster: 5.87803e-08 3.49663e-08 0 7.48856e-08 0 1.87971e-05 5.81331e-08 4.20765e-08 3.86829e-08 4.88029e-08 4.86301e-08 0.156503 3.52613e-08 6.28266e-08 7.11044e-08 3.45149e-08 5.91302e-08 0 3.37961e-07 -------------------------------------------------------------- Initialization seed trial #586 of 1000; initialization seed = 493578811 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 554804 Distortion: 0.0132633 Distortions/cluster: 1.60884e-05 2.09387e-05 2.19582e-05 2.11486e-05 2.43279e-05 1.95036e-05 0 4.67043e-05 0.00872182 2.0586e-05 2.01039e-05 1.66199e-05 1.53455e-05 2.80572e-05 2.57579e-05 3.57241e-05 1.80553e-05 0.00391362 0.000276927 Variance: 2.24763e-06 Variances/cluster: 3.52012e-08 4.85772e-08 5.80713e-08 7.07091e-08 6.04979e-08 4.74386e-08 0 2.74699e-06 0.156503 6.41259e-08 3.46578e-08 3.43357e-08 5.92298e-08 4.17481e-08 5.72351e-08 2.95206e-07 3.80876e-08 0.00391989 1.93639e-06 -------------------------------------------------------------- Initialization seed trial #587 of 1000; initialization seed = 493578812 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 496436 Distortion: 0.049179 Distortions/cluster: 0.00391362 2.90942e-05 1.81692e-05 0.0446389 1.78e-05 3.50123e-05 2.04756e-05 1.02545e-05 1.92774e-05 1.43777e-05 0.000296041 4.35604e-05 1.15736e-05 1.46168e-05 4.67605e-05 9.83434e-06 1.62301e-05 1.00017e-05 1.3355e-05 Variance: 8.33401e-06 Variances/cluster: 0.00391989 4.91295e-08 6.48852e-08 0.0422886 3.29591e-08 6.14055e-08 4.72838e-08 4.16809e-08 4.6114e-08 2.28163e-07 3.0205e-06 2.7222e-06 6.15563e-08 3.54741e-08 8.43786e-08 2.60835e-08 4.00708e-08 3.247e-08 3.35525e-08 -------------------------------------------------------------- Initialization seed trial #588 of 1000; initialization seed = 493578813 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 500791 Distortion: 0.0452626 Distortions/cluster: 4.08979e-05 1.93494e-05 2.33027e-05 1.00425e-05 2.40531e-05 1.82288e-05 1.90494e-05 6.40314e-06 0.0446389 0.000300791 1.08283e-34 3.32645e-05 7.50867e-06 1.27749e-35 2.86463e-05 2.26639e-05 9.45743e-06 2.9172e-05 3.08525e-05 Variance: 7.67033e-06 Variances/cluster: 3.37961e-07 3.95656e-08 5.86777e-08 4.80349e-08 4.94876e-08 6.82512e-08 4.39798e-08 6.66793e-08 0.0422886 1.87971e-05 0 3.8948e-08 4.66225e-08 0 7.5181e-08 3.66687e-08 5.11049e-08 6.16695e-08 4.32676e-08 -------------------------------------------------------------- Initialization seed trial #589 of 1000; initialization seed = 493578814 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 506511 Distortion: 0.0401668 Distortions/cluster: 8.29431e-06 1.86648e-05 2.95995e-05 2.69524e-05 3.70588e-05 0.00391362 6.15374e-06 9.9986e-06 4.87105e-05 1.33621e-05 5.31003e-06 3.99122e-05 3.00803e-05 1.50571e-05 0.000300791 3.05361e-05 1.31062e-05 0.0356196 2.37044e-35 Variance: 6.80677e-06 Variances/cluster: 4.63219e-08 6.11758e-08 4.11057e-08 5.4888e-08 4.08101e-08 0.00391989 5.04248e-08 5.3167e-08 4.90002e-08 3.8718e-08 4.35105e-08 3.382e-07 7.57631e-08 4.82444e-08 1.87971e-05 6.01055e-08 7.53002e-08 0.035575 0 -------------------------------------------------------------- Initialization seed trial #590 of 1000; initialization seed = 493578815 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 605656 Distortion: 0.00430892 Distortions/cluster: 2.17439e-05 2.37044e-35 3.86651e-05 4.81569e-35 2.23127e-05 2.30833e-05 7.32892e-05 2.03471e-05 1.58324e-05 1.70876e-05 0 2.88449e-05 9.64317e-35 2.96641e-05 0.00391362 4.67043e-05 2.76344e-05 1.91944e-05 1.08941e-05 Variance: 7.30202e-07 Variances/cluster: 3.55833e-08 0 4.2673e-08 2.67973e-31 4.89156e-08 7.37255e-08 1.11882e-07 3.80997e-08 9.71221e-08 4.12706e-08 0 7.55042e-08 6.86694e-32 6.07671e-08 0.00391989 2.74699e-06 5.92964e-08 6.439e-08 5.52826e-08 -------------------------------------------------------------- Initialization seed trial #591 of 1000; initialization seed = 493578816 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 570831 Distortion: 0.00936916 Distortions/cluster: 1.07676e-05 0 1.46631e-05 1.14099e-05 1.08283e-34 1.87229e-05 2.41418e-05 1.82695e-05 0.000307974 2.23562e-05 2.20138e-05 1.22168e-05 2.34739e-05 2.4639e-05 1.27749e-35 7.54473e-05 3.94934e-05 0.00872182 2.17503e-05 Variance: 1.58772e-06 Variances/cluster: 4.89279e-08 0 6.185e-08 5.48379e-08 0 4.3629e-08 7.22754e-08 6.9976e-08 1.71076e-05 4.66688e-08 3.59661e-08 6.20088e-08 5.94221e-08 6.20424e-08 0 1.15353e-07 4.33004e-08 0.156503 3.97591e-08 -------------------------------------------------------------- Initialization seed trial #592 of 1000; initialization seed = 493578817 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 21 BIC score: 555960 Distortion: 0.0130126 Distortions/cluster: 4.67839e-05 0 1.42727e-05 4.81569e-35 3.67128e-05 4.67043e-05 2.95694e-05 1.90761e-05 1.43251e-05 3.57241e-05 1.26788e-05 0.00391362 7.25036e-06 1.44833e-05 9.40758e-06 2.35162e-05 4.07957e-05 2.58642e-05 0.00872182 Variance: 2.20515e-06 Variances/cluster: 8.44208e-08 0 3.19271e-08 2.67973e-31 5.98708e-08 2.74699e-06 6.48399e-08 3.39393e-08 3.91357e-08 2.95206e-07 3.42641e-08 0.00391989 2.71525e-08 3.44809e-08 3.3716e-08 4.74074e-08 6.98334e-08 7.45306e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #593 of 1000; initialization seed = 493578818 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 605950 Distortion: 0.00428721 Distortions/cluster: 3.06463e-05 4.67043e-05 2.27061e-05 0.00391362 3.26527e-05 4.81569e-35 3.57241e-05 2.2123e-05 2.37044e-35 1.9419e-05 2.20067e-05 1.94952e-05 1.8786e-05 3.36824e-05 3.35214e-05 0 9.64317e-35 2.36116e-05 1.25053e-05 Variance: 7.26522e-07 Variances/cluster: 4.30994e-08 2.74699e-06 5.02305e-08 0.00391989 3.85931e-08 2.67973e-31 2.95206e-07 3.61445e-08 0 7.41129e-08 4.97844e-08 6.41085e-08 3.88907e-08 5.91764e-08 6.22874e-08 0 6.86694e-32 6.96288e-08 6.12955e-08 -------------------------------------------------------------- Initialization seed trial #594 of 1000; initialization seed = 493578819 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 570731 Distortion: 0.00934874 Distortions/cluster: 1.08283e-34 1.78151e-05 1.27749e-35 1.99421e-05 0.000300791 1.65241e-05 1.17107e-05 2.81897e-05 2.16108e-05 3.36824e-05 1.8854e-05 0 0.00872182 1.92589e-05 1.60456e-05 3.26327e-05 4.00975e-05 2.51399e-05 2.46274e-05 Variance: 1.58426e-06 Variances/cluster: 0 3.78203e-08 0 3.45578e-08 1.87971e-05 3.42083e-08 6.19564e-08 4.1883e-08 5.14496e-08 5.91764e-08 6.32482e-08 0 0.156503 6.57251e-08 3.51846e-08 6.08624e-08 3.36915e-07 7.24266e-08 5.43605e-08 -------------------------------------------------------------- Initialization seed trial #595 of 1000; initialization seed = 493578820 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 496914 Distortion: 0.0489146 Distortions/cluster: 0.0446389 3.35214e-05 1.60563e-05 3.36824e-05 1.57607e-05 1.94436e-05 1.94952e-05 4.67043e-05 2.36116e-05 1.71429e-05 2.79733e-05 3.57241e-05 1.34126e-05 9.12399e-06 0.00391362 4.81569e-35 1.75988e-05 1.50597e-05 1.77102e-05 Variance: 8.2892e-06 Variances/cluster: 0.0422886 6.22874e-08 3.37288e-08 5.91764e-08 3.48656e-08 3.42277e-08 6.41085e-08 2.74699e-06 6.96288e-08 3.71024e-08 4.18099e-08 2.95206e-07 4.62467e-08 5.92416e-08 0.00391989 2.67973e-31 5.10062e-08 6.63372e-08 4.82527e-08 -------------------------------------------------------------- Initialization seed trial #596 of 1000; initialization seed = 493578821 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 98 BIC score: 556347 Distortion: 0.0130241 Distortions/cluster: 9.6902e-06 4.67043e-05 2.28066e-05 2.29193e-05 4.09224e-05 2.93148e-05 1.61284e-05 7.80506e-05 0 1.36936e-05 2.61316e-05 2.86463e-05 8.80159e-06 0.00391362 1.53461e-05 2.19964e-05 4.81569e-35 7.48472e-06 0.00872182 Variance: 2.2071e-06 Variances/cluster: 5.15271e-08 2.74699e-06 6.36845e-08 3.68435e-08 4.38573e-08 6.15806e-08 5.0228e-08 1.12943e-07 0 7.60523e-08 5.32163e-08 7.5181e-08 5.08598e-08 0.00391989 4.09097e-08 4.09577e-08 2.67973e-31 4.79635e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #597 of 1000; initialization seed = 493578822 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 500900 Distortion: 0.0450127 Distortions/cluster: 3.55836e-05 1.56342e-05 1.46808e-05 0.0446389 1.5202e-05 2.11828e-05 1.94508e-05 3.67128e-05 4.67839e-05 1.14416e-05 4.81569e-35 1.66152e-05 1.41523e-05 4.67043e-05 1.08283e-34 4.07957e-05 2.47067e-05 1.27749e-35 1.41246e-05 Variance: 7.62798e-06 Variances/cluster: 2.96496e-07 3.62711e-08 3.68828e-08 0.0422886 3.54329e-08 4.80292e-08 3.43008e-08 5.98708e-08 8.44208e-08 6.15088e-08 2.67973e-31 6.34121e-08 3.4099e-08 2.74699e-06 0 6.98334e-08 5.70546e-08 0 3.14552e-08 -------------------------------------------------------------- Initialization seed trial #598 of 1000; initialization seed = 493578823 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 511287 Distortion: 0.0360005 Distortions/cluster: 2.81616e-05 1.56859e-05 1.63276e-05 0.0356196 2.31436e-05 4.35604e-05 2.37044e-35 1.92007e-05 1.96326e-05 3.67128e-05 4.07957e-05 4.67839e-05 2.26488e-05 3.86854e-05 1.08283e-34 1.75164e-05 1.27749e-35 4.81569e-35 1.20795e-05 Variance: 6.10074e-06 Variances/cluster: 4.17792e-08 3.47002e-08 3.40128e-08 0.035575 7.27731e-08 2.7222e-06 0 4.94817e-08 3.43187e-08 5.98708e-08 6.98334e-08 8.44208e-08 4.87031e-08 3.17057e-07 0 3.75852e-08 0 2.67973e-31 6.16251e-08 -------------------------------------------------------------- Initialization seed trial #599 of 1000; initialization seed = 493578824 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 72 BIC score: 602998 Distortion: 0.00455423 Distortions/cluster: 2.05094e-05 1.63126e-05 2.92125e-05 3.05004e-05 2.23264e-05 0 2.90326e-05 9.64317e-35 1.64986e-05 1.9604e-05 2.37044e-35 0.000300632 4.67043e-05 3.33687e-05 0.00391362 3.28638e-05 1.85706e-05 0 2.447e-05 Variance: 7.71772e-07 Variances/cluster: 3.51147e-08 3.36313e-08 6.18859e-08 4.44573e-08 4.71974e-08 0 7.5797e-08 6.86694e-32 3.59414e-08 6.40449e-08 0 2.56921e-06 2.74699e-06 5.91449e-08 0.00391989 6.08393e-08 3.90922e-08 0 7.1948e-08 -------------------------------------------------------------- Initialization seed trial #600 of 1000; initialization seed = 493578825 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 506535 Distortion: 0.0399192 Distortions/cluster: 2.37044e-35 7.65225e-05 4.81569e-35 0.0356196 4.04796e-05 1.37663e-05 2.24268e-05 1.9419e-05 2.4224e-05 2.28214e-05 1.82839e-05 1.94895e-05 2.39416e-05 2.25425e-05 4.67043e-05 1.43097e-05 1.25053e-05 8.6007e-06 0.00391362 Variance: 6.76482e-06 Variances/cluster: 0 1.14888e-07 2.67973e-31 0.035575 4.36635e-08 5.73413e-08 3.63439e-08 7.41129e-08 5.4309e-08 4.13392e-08 4.36228e-08 5.535e-08 6.26536e-08 4.94311e-08 2.74699e-06 7.569e-08 6.12955e-08 5.0576e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #601 of 1000; initialization seed = 493578826 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 572048 Distortion: 0.00911354 Distortions/cluster: 4.81569e-35 4.67043e-05 2.04549e-05 7.50929e-05 2.36094e-05 1.08283e-34 2.30601e-05 1.45841e-05 2.1165e-05 2.12639e-05 2.0731e-05 0.00872182 2.94324e-05 1.27749e-35 0 2.86463e-05 2.07253e-05 2.56419e-05 2.061e-05 Variance: 1.54441e-06 Variances/cluster: 2.67973e-31 2.74699e-06 4.02621e-08 1.12236e-07 6.1144e-08 0 5.91096e-08 5.83178e-08 7.10012e-08 4.96659e-08 3.5373e-08 0.156503 6.24842e-08 0 0 7.5181e-08 3.99292e-08 5.26481e-08 4.04081e-08 -------------------------------------------------------------- Initialization seed trial #602 of 1000; initialization seed = 493578827 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 496914 Distortion: 0.0489146 Distortions/cluster: 1.81818e-05 3.52542e-05 2.79733e-05 2.43786e-05 4.67043e-05 1.34126e-05 4.81569e-35 1.50597e-05 3.25482e-05 1.74514e-05 0.0446389 0.00391362 1.73563e-05 1.62013e-05 1.94096e-05 1.55849e-05 1.96949e-05 3.36824e-05 9.12399e-06 Variance: 8.2892e-06 Variances/cluster: 4.94029e-08 2.93751e-07 4.18099e-08 7.18907e-08 2.74699e-06 4.62467e-08 2.67973e-31 6.63372e-08 6.08182e-08 5.07262e-08 0.0422886 0.00391989 3.74022e-08 3.38202e-08 3.41678e-08 3.47846e-08 6.41321e-08 5.91764e-08 5.92416e-08 -------------------------------------------------------------- Initialization seed trial #603 of 1000; initialization seed = 493578828 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 555965 Distortion: 0.0130098 Distortions/cluster: 3.66664e-05 1.96326e-05 4.35604e-05 3.67128e-05 4.67839e-05 2.51463e-05 1.44231e-05 4.81569e-35 0 1.29345e-05 1.38349e-05 1.9518e-05 1.94034e-05 1.54627e-05 0.00391362 0.00872182 1.54969e-05 1.39722e-05 4.07957e-05 Variance: 2.20467e-06 Variances/cluster: 3.16053e-07 4.49221e-08 2.7222e-06 5.98708e-08 8.44208e-08 7.12306e-08 3.45847e-08 2.67973e-31 0 3.0218e-08 3.39894e-08 3.42382e-08 5.52752e-08 3.65518e-08 0.00391989 0.156503 6.62206e-08 3.52798e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #604 of 1000; initialization seed = 493578829 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 602947 Distortion: 0.00454981 Distortions/cluster: 4.67043e-05 1.14997e-05 0.000297147 1.70962e-05 0.00391362 1.67828e-05 0 1.9463e-05 2.27283e-05 3.07205e-05 3.57241e-05 2.45786e-05 1.76297e-05 2.87034e-05 2.31523e-05 1.08486e-05 3.3407e-05 2.37044e-35 9.64317e-35 Variance: 7.71023e-07 Variances/cluster: 2.74699e-06 5.5005e-08 6.61743e-07 6.9475e-08 0.00391989 6.35511e-08 0 3.96358e-08 3.67135e-08 4.3143e-08 2.95206e-07 4.87627e-08 4.23654e-08 7.51338e-08 5.88924e-08 4.9073e-08 3.90235e-08 0 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #605 of 1000; initialization seed = 493578830 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 511309 Distortion: 0.0360006 Distortions/cluster: 1.70188e-05 4.81569e-35 3.57241e-05 0.0356196 4.07957e-05 2.00091e-05 2.37044e-35 2.11129e-05 3.67128e-05 1.89901e-05 2.222e-05 4.67043e-05 1.27749e-35 1.08283e-34 1.76858e-05 4.67839e-05 2.88258e-05 1.25053e-05 1.59632e-05 Variance: 6.10076e-06 Variances/cluster: 3.45881e-08 2.67973e-31 2.95206e-07 0.035575 6.98334e-08 3.46738e-08 0 4.86428e-08 5.98708e-08 7.3886e-08 5.03813e-08 2.74699e-06 0 0 3.79486e-08 8.44208e-08 4.20164e-08 6.12955e-08 3.51581e-08 -------------------------------------------------------------- Initialization seed trial #606 of 1000; initialization seed = 493578831 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 501480 Distortion: 0.0450106 Distortions/cluster: 9.73979e-06 2.82615e-05 1.71911e-05 1.27749e-35 1.8214e-05 4.35604e-05 3.42201e-05 2.99582e-05 3.37838e-05 4.81569e-35 0.0446389 1.55226e-05 4.77531e-05 1.97918e-05 1.08283e-34 8.09249e-06 1.32317e-05 3.09726e-05 2.14162e-05 Variance: 7.62763e-06 Variances/cluster: 5.93839e-08 4.79665e-08 7.57261e-08 0 3.81009e-08 2.7222e-06 3.13912e-07 4.30397e-08 6.02014e-08 2.67973e-31 0.0422886 4.10617e-08 8.4943e-08 5.51252e-08 0 1.68542e-07 4.60997e-08 3.75392e-08 3.56896e-08 -------------------------------------------------------------- Initialization seed trial #607 of 1000; initialization seed = 493578832 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 605970 Distortion: 0.00429583 Distortions/cluster: 9.64317e-35 4.90368e-05 8.99082e-06 3.18984e-05 2.37044e-35 0 2.16426e-05 1.94535e-05 1.88463e-05 3.05316e-05 1.81389e-05 1.31668e-05 1.43819e-05 4.35604e-05 3.53035e-05 4.81569e-35 3.99696e-05 0.00391362 3.72859e-05 Variance: 7.27983e-07 Variances/cluster: 6.86694e-32 8.51064e-08 5.91451e-08 3.80615e-08 0 0 3.5828e-08 4.93698e-08 3.90155e-08 4.312e-08 6.04578e-08 4.5556e-08 5.84584e-08 2.7222e-06 5.95142e-08 2.67973e-31 6.86544e-08 0.00391989 3.13291e-07 -------------------------------------------------------------- Initialization seed trial #608 of 1000; initialization seed = 493578833 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 602459 Distortion: 0.00456896 Distortions/cluster: 4.67043e-05 0 2.65995e-05 7.52142e-05 9.35036e-06 0.00391362 1.35207e-05 2.09616e-05 1.41549e-05 9.64317e-35 2.86012e-05 2.37044e-35 2.44251e-05 2.08278e-05 0.000296963 1.84581e-05 1.8481e-05 2.18774e-05 1.92037e-05 Variance: 7.74269e-07 Variances/cluster: 2.74699e-06 0 5.26676e-08 1.12083e-07 5.22199e-08 0.00391989 5.70312e-08 4.01525e-08 7.44767e-08 6.86694e-32 7.50627e-08 0 6.22884e-08 3.54173e-08 6.65782e-07 5.52458e-08 4.39883e-08 4.11194e-08 3.95102e-08 -------------------------------------------------------------- Initialization seed trial #609 of 1000; initialization seed = 493578834 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 555977 Distortion: 0.0130049 Distortions/cluster: 2.51848e-05 1.26116e-05 1.47348e-05 1.5375e-05 4.35604e-05 3.27799e-05 1.89788e-05 2.17175e-05 4.81569e-35 2.40038e-05 2.76824e-05 0 3.86854e-05 2.9369e-05 1.51383e-05 0.00391362 3.33687e-05 0.00872182 1.6273e-05 Variance: 2.20385e-06 Variances/cluster: 7.23474e-08 4.63612e-08 3.53319e-08 3.37882e-08 2.7222e-06 6.07967e-08 6.34539e-08 4.6302e-08 2.67973e-31 7.14341e-08 4.15616e-08 0 3.17057e-07 6.73548e-08 3.37878e-08 0.00391989 5.91449e-08 0.156503 3.17795e-08 -------------------------------------------------------------- Initialization seed trial #610 of 1000; initialization seed = 493578835 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 605412 Distortion: 0.00430659 Distortions/cluster: 1.8854e-05 1.8898e-05 3.48071e-05 2.51399e-05 2.18481e-05 2.03156e-05 0 2.27383e-05 2.19779e-05 7.35898e-05 1.20547e-05 0.00391362 4.67043e-05 3.26327e-05 2.19697e-05 9.64317e-35 4.81569e-35 2.14367e-05 2.37044e-35 Variance: 7.29807e-07 Variances/cluster: 6.32482e-08 3.92855e-08 6.09382e-08 7.24266e-08 4.12192e-08 3.48426e-08 0 5.38773e-08 4.03226e-08 1.16062e-07 6.14985e-08 0.00391989 2.74699e-06 6.08624e-08 4.91452e-08 6.86694e-32 2.67973e-31 7.31571e-08 0 -------------------------------------------------------------- Initialization seed trial #611 of 1000; initialization seed = 493578836 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 572533 Distortion: 0.00912638 Distortions/cluster: 6.60089e-05 1.13353e-05 2.10052e-05 3.78274e-05 8.25872e-06 1.5707e-05 1.16385e-05 1.08283e-34 0 1.69616e-05 2.52389e-05 8.366e-05 1.27749e-35 1.44958e-05 4.81569e-35 0.00872182 4.67043e-05 1.76266e-05 2.80884e-05 Variance: 1.54658e-06 Variances/cluster: 7.42266e-08 6.12668e-08 4.81727e-08 3.00181e-07 3.27689e-08 3.46702e-08 2.99926e-08 0 0 6.37606e-08 5.65847e-08 9.74749e-08 0 3.27189e-08 2.67973e-31 0.156503 2.74699e-06 3.766e-08 4.17325e-08 -------------------------------------------------------------- Initialization seed trial #612 of 1000; initialization seed = 493578837 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 500217 Distortion: 0.0452704 Distortions/cluster: 1.88216e-05 0.000298915 1.27749e-35 4.67043e-05 2.15545e-05 1.52549e-05 3.38285e-05 2.10201e-05 3.33079e-05 2.50039e-05 1.69908e-05 2.51772e-05 1.42757e-05 1.66085e-05 1.36162e-05 1.31608e-05 1.72016e-05 0.0446389 1.08283e-34 Variance: 7.67164e-06 Variances/cluster: 4.32641e-08 2.64496e-06 0 2.74699e-06 4.75663e-08 3.52276e-08 7.48182e-08 3.28924e-08 8.00416e-08 5.82649e-08 4.68028e-08 7.2551e-08 3.65072e-08 3.19357e-08 8.72761e-08 4.43082e-08 3.92696e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #613 of 1000; initialization seed = 493578838 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 556611 Distortion: 0.0130072 Distortions/cluster: 2.98982e-05 3.10061e-05 4.81569e-35 8.63994e-06 3.13587e-05 1.23871e-05 1.47576e-05 1.84268e-05 0.00872182 0.00391362 0 4.67605e-05 3.52183e-05 1.4264e-05 1.82675e-05 3.28529e-05 1.29626e-05 2.13826e-05 4.35604e-05 Variance: 2.20423e-06 Variances/cluster: 4.30153e-08 3.75344e-08 2.67973e-31 5.8373e-08 5.23346e-08 5.8702e-08 4.76013e-08 3.83854e-08 0.156503 0.00391989 0 8.43786e-08 6.16586e-08 3.80342e-08 5.15984e-08 3.12848e-07 2.31427e-07 3.5693e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #614 of 1000; initialization seed = 493578839 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 572568 Distortion: 0.00909541 Distortions/cluster: 1.86927e-05 1.27749e-35 4.67043e-05 3.57241e-05 2.22714e-05 2.58959e-05 2.51399e-05 1.8854e-05 1.13353e-05 4.81569e-35 3.28301e-05 0.00872182 1.70273e-05 3.05572e-05 3.36824e-05 2.22447e-05 3.26327e-05 0 1.08283e-34 Variance: 1.54133e-06 Variances/cluster: 3.86974e-08 0 2.74699e-06 2.95206e-07 3.62684e-08 5.64133e-08 7.24266e-08 6.32482e-08 6.12668e-08 2.67973e-31 3.87113e-08 0.156503 6.37677e-08 4.30952e-08 5.91764e-08 4.976e-08 6.08624e-08 0 0 -------------------------------------------------------------- Initialization seed trial #615 of 1000; initialization seed = 493578840 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 66 BIC score: 511095 Distortion: 0.0360123 Distortions/cluster: 2.6026e-05 2.86463e-05 2.16403e-05 4.81569e-35 2.2094e-05 1.08283e-34 4.67043e-05 2.57455e-05 1.19718e-05 0.0356196 1.27517e-05 2.07121e-05 2.4081e-05 1.89352e-05 1.27749e-35 2.94324e-05 2.37044e-35 2.94601e-05 7.45654e-05 Variance: 6.10275e-06 Variances/cluster: 5.70561e-08 7.5181e-08 4.03699e-08 2.67973e-31 4.12935e-08 0 2.74699e-06 5.26445e-08 5.56649e-08 0.035575 5.22441e-08 3.53408e-08 7.10133e-08 3.91999e-08 0 6.24842e-08 0 5.92563e-08 1.14529e-07 -------------------------------------------------------------- Initialization seed trial #616 of 1000; initialization seed = 493578841 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 75 BIC score: 497030 Distortion: 0.0489236 Distortions/cluster: 4.81569e-35 1.42148e-05 3.67128e-05 1.54499e-05 1.03529e-05 1.01386e-05 3.6415e-05 0.0446389 1.74289e-05 1.41609e-05 4.35604e-05 0.00391362 1.52709e-05 2.77541e-05 1.45776e-05 1.33893e-05 1.50327e-05 4.67839e-05 3.98577e-05 Variance: 8.29074e-06 Variances/cluster: 2.67973e-31 9.80247e-08 5.98708e-08 3.56776e-08 6.08943e-08 4.38855e-08 3.13886e-07 0.0422886 4.27141e-08 3.27013e-08 2.7222e-06 0.00391989 3.35595e-08 4.17319e-08 4.28718e-08 5.37682e-08 3.08012e-08 8.44208e-08 6.84621e-08 -------------------------------------------------------------- Initialization seed trial #617 of 1000; initialization seed = 493578842 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 687491 Distortion: 0.000690632 Distortions/cluster: 1.97541e-05 9.26363e-06 0 1.27749e-35 0.000307974 1.78315e-05 1.3435e-05 1.97611e-05 9.64317e-35 8.37767e-05 1.58348e-05 2.195e-05 1.08283e-34 2.41844e-05 2.37044e-35 6.80765e-05 1.82485e-05 7.05412e-05 0 Variance: 1.17036e-07 Variances/cluster: 5.48675e-08 5.93772e-08 0 0 1.71076e-05 4.8451e-08 4.61645e-08 3.4483e-08 6.86694e-32 9.74973e-08 6.97517e-08 4.14114e-08 0 4.07793e-08 0 7.62086e-08 3.84955e-08 1.25955e-07 0 -------------------------------------------------------------- Initialization seed trial #618 of 1000; initialization seed = 493578843 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 570552 Distortion: 0.00935501 Distortions/cluster: 2.44086e-05 1.27749e-35 0.000300791 1.08283e-34 8.77402e-06 1.73302e-05 2.15545e-05 3.38285e-05 2.90326e-05 1.20389e-05 0 2.50039e-05 3.33079e-05 1.49788e-05 1.53277e-05 2.88982e-05 2.83093e-05 0.00872182 3.96065e-05 Variance: 1.58533e-06 Variances/cluster: 5.1274e-08 0 1.87971e-05 0 3.38726e-08 3.75891e-08 4.75663e-08 7.48182e-08 7.5797e-08 3.01692e-08 0 5.82649e-08 8.00416e-08 3.36573e-08 3.39831e-08 6.20082e-08 4.1874e-08 0.156503 3.35609e-07 -------------------------------------------------------------- Initialization seed trial #619 of 1000; initialization seed = 493578844 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 84 BIC score: 689358 Distortion: 0.000654368 Distortions/cluster: 7.80506e-05 2.38809e-05 1.54941e-05 4.09224e-05 1.15687e-05 2.29193e-05 9.64317e-35 1.03559e-05 2.97415e-05 1.81104e-05 2.61316e-05 2.86463e-05 2.19964e-05 2.37044e-35 0 0.000307974 1.27749e-35 1.85751e-05 1.08283e-34 Variance: 1.10891e-07 Variances/cluster: 1.12943e-07 6.29894e-08 3.97156e-08 4.38573e-08 5.50715e-08 3.68435e-08 6.86694e-32 4.86037e-08 6.2346e-08 6.65614e-08 5.32163e-08 7.5181e-08 4.09577e-08 0 0 1.71076e-05 0 6.47015e-08 0 -------------------------------------------------------------- Initialization seed trial #620 of 1000; initialization seed = 493578845 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 689909 Distortion: 0.000643513 Distortions/cluster: 2.95361e-05 1.44301e-05 2.80231e-05 4.90368e-05 1.62478e-05 1.49828e-05 2.24686e-05 1.08283e-34 4.08979e-05 0.000300791 9.64317e-35 2.37044e-35 2.40634e-05 1.20227e-05 0 3.53035e-05 1.27749e-35 1.57389e-05 3.99696e-05 Variance: 1.09051e-07 Variances/cluster: 6.72749e-08 3.29426e-08 4.17596e-08 8.51064e-08 3.18547e-08 3.54169e-08 4.71988e-08 0 3.37961e-07 1.87971e-05 6.86694e-32 0 7.13991e-08 4.65947e-08 0 5.95142e-08 0 3.41378e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #621 of 1000; initialization seed = 493578846 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 688858 Distortion: 0.000662333 Distortions/cluster: 2.87334e-05 2.19517e-05 7.84034e-05 1.231e-05 1.27749e-35 4.67043e-05 2.47273e-05 4.07912e-05 9.64317e-35 2.51858e-05 2.28553e-05 1.66809e-05 2.50233e-05 0.000294302 2.37044e-35 1.13353e-05 1.08283e-34 1.3329e-05 0 Variance: 1.12241e-07 Variances/cluster: 5.93469e-08 4.09507e-08 1.13453e-07 5.61921e-08 0 2.74699e-06 5.39724e-08 4.38106e-08 6.86694e-32 7.36195e-08 3.67998e-08 6.20061e-08 5.34637e-08 6.81199e-07 0 6.12668e-08 0 5.37287e-08 0 -------------------------------------------------------------- Initialization seed trial #622 of 1000; initialization seed = 493578847 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 501199 Distortion: 0.0450054 Distortions/cluster: 1.21482e-05 2.49778e-05 4.67043e-05 2.81339e-05 1.27749e-35 0.0446389 2.58158e-05 4.81569e-35 3.27383e-05 3.57241e-05 1.30749e-05 2.48758e-05 1.08283e-34 3.04461e-05 1.88043e-05 2.20421e-05 2.22198e-05 1.72269e-05 1.15575e-05 Variance: 7.62674e-06 Variances/cluster: 5.59643e-08 7.34412e-08 2.74699e-06 5.72804e-08 0 0.0422886 5.63618e-08 2.67973e-31 3.86487e-08 2.95206e-07 5.31331e-08 5.46545e-08 0 4.31211e-08 3.86882e-08 4.96399e-08 3.62434e-08 6.3563e-08 6.17997e-08 -------------------------------------------------------------- Initialization seed trial #623 of 1000; initialization seed = 493578848 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 605387 Distortion: 0.00430662 Distortions/cluster: 1.9829e-05 1.99448e-05 9.64317e-35 0 2.20417e-05 2.52237e-05 2.2666e-05 4.67043e-05 1.22168e-05 1.89386e-05 3.27799e-05 0.00391362 4.81569e-35 2.38544e-05 7.07986e-05 2.37044e-35 3.39478e-05 2.01005e-05 2.39496e-05 Variance: 7.29811e-07 Variances/cluster: 3.89533e-08 3.45624e-08 6.86694e-32 0 5.63674e-08 7.24593e-08 4.78146e-08 2.74699e-06 6.20088e-08 6.33195e-08 6.07967e-08 0.00391989 2.67973e-31 7.22805e-08 1.25518e-07 0 6.00649e-08 4.01172e-08 4.06577e-08 -------------------------------------------------------------- Initialization seed trial #624 of 1000; initialization seed = 493578849 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 496050 Distortion: 0.0491748 Distortions/cluster: 2.84588e-05 9.72785e-06 1.01553e-05 2.856e-05 0.0446389 2.0935e-05 2.20975e-05 1.57617e-05 1.43906e-05 0.000299626 2.3033e-05 1.76755e-05 0.00391362 2.41261e-05 1.89536e-05 1.71804e-05 4.67043e-05 1.1181e-05 1.3683e-05 Variance: 8.3333e-06 Variances/cluster: 7.48856e-08 2.59386e-08 3.26508e-08 6.31808e-08 0.0422886 7.02298e-08 4.6912e-08 5.99111e-08 3.64282e-08 2.60515e-06 6.05931e-08 3.28503e-08 0.00391989 6.04471e-08 4.62133e-08 4.02317e-08 2.74699e-06 4.36718e-08 3.32892e-08 -------------------------------------------------------------- Initialization seed trial #625 of 1000; initialization seed = 493578850 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 500311 Distortion: 0.0452629 Distortions/cluster: 2.7695e-05 0.0446389 3.15808e-05 1.7185e-05 1.17365e-05 1.77077e-05 1.27749e-35 1.55162e-05 1.94268e-05 8.66694e-06 1.46942e-05 1.96949e-05 2.81478e-05 3.36824e-05 1.45321e-05 0.000300791 2.43786e-05 1.08283e-34 3.85802e-05 Variance: 7.67038e-06 Variances/cluster: 7.28757e-08 0.0422886 5.92321e-08 4.46326e-08 2.97093e-08 3.81595e-08 0 3.46314e-08 4.49653e-08 3.37196e-08 1.00637e-07 6.41321e-08 4.2008e-08 5.91764e-08 3.2727e-08 1.87971e-05 7.18907e-08 0 3.38384e-07 -------------------------------------------------------------- Initialization seed trial #626 of 1000; initialization seed = 493578851 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 572864 Distortion: 0.00910366 Distortions/cluster: 2.86022e-05 1.27749e-35 0 2.29684e-05 3.7025e-05 1.88759e-05 2.83603e-05 3.6815e-05 4.81569e-35 1.37894e-05 1.80073e-05 2.26374e-05 2.84405e-05 1.08283e-34 0.00872182 1.05824e-05 4.81717e-05 4.35604e-05 2.40007e-05 Variance: 1.54273e-06 Variances/cluster: 5.81154e-08 0 0 7.31248e-08 3.13735e-07 6.41832e-08 4.03947e-08 4.0676e-08 2.67973e-31 9.07123e-08 4.49023e-08 4.96273e-08 7.32944e-08 0 0.156503 5.48135e-08 4.8654e-08 2.7222e-06 5.01012e-08 -------------------------------------------------------------- Initialization seed trial #627 of 1000; initialization seed = 493578852 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 555202 Distortion: 0.0132672 Distortions/cluster: 3.13998e-05 0 2.23215e-05 1.49822e-05 2.13606e-05 8.87334e-06 1.62435e-05 2.86012e-05 4.67043e-05 1.36936e-05 0.00391362 7.48472e-06 3.34124e-05 9.90092e-06 1.97766e-05 2.4344e-05 0.00872182 3.57241e-05 0.000296893 Variance: 2.24829e-06 Variances/cluster: 4.33662e-08 0 3.63501e-08 4.08103e-08 6.01508e-08 5.09797e-08 4.99639e-08 7.50627e-08 2.74699e-06 7.60523e-08 0.00391989 4.79635e-08 3.90297e-08 5.18206e-08 4.02742e-08 4.84897e-08 0.156503 2.95206e-07 6.67121e-07 -------------------------------------------------------------- Initialization seed trial #628 of 1000; initialization seed = 493578853 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 690357 Distortion: 0.000639009 Distortions/cluster: 4.71289e-05 1.73667e-05 2.38074e-05 4.08979e-05 2.26852e-05 2.56707e-05 1.2071e-05 2.37044e-35 1.08283e-34 2.94354e-05 1.68425e-05 0.000300791 2.01649e-05 4.03784e-05 1.27749e-35 9.64317e-35 1.22387e-05 2.95304e-05 0 Variance: 1.08288e-07 Variances/cluster: 8.00087e-08 3.75057e-08 7.08331e-08 3.37961e-07 3.7063e-08 5.71548e-08 5.58665e-08 0 0 5.75847e-08 3.39536e-08 1.87971e-05 4.08157e-08 6.08972e-08 0 6.86694e-32 5.16234e-08 4.23035e-08 0 -------------------------------------------------------------- Initialization seed trial #629 of 1000; initialization seed = 493578854 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 556142 Distortion: 0.0130114 Distortions/cluster: 4.07957e-05 1.56628e-05 0.00872182 0 1.94145e-05 9.73979e-06 1.67248e-05 1.33419e-05 3.67128e-05 4.81569e-35 0.00391362 2.79035e-05 4.67839e-05 1.80048e-05 1.60011e-05 1.71429e-05 1.53512e-05 3.57241e-05 4.67043e-05 Variance: 2.20496e-06 Variances/cluster: 6.98334e-08 4.30261e-08 0.156503 0 3.42368e-08 5.93839e-08 7.39979e-08 4.63224e-08 5.98708e-08 2.67973e-31 0.00391989 4.1768e-08 8.44208e-08 5.17332e-08 3.53975e-08 3.71024e-08 3.25898e-08 2.95206e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #630 of 1000; initialization seed = 493578855 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 570706 Distortion: 0.00934854 Distortions/cluster: 2.35453e-05 2.34275e-05 2.59451e-05 2.04028e-05 1.08283e-34 0 1.27749e-35 1.18349e-05 2.84588e-05 1.68447e-05 0.000300791 1.81712e-05 2.94354e-05 2.88249e-05 4.08979e-05 1.61511e-05 1.24608e-05 0.00872182 2.95309e-05 Variance: 1.58423e-06 Variances/cluster: 6.96388e-08 4.88029e-08 5.80241e-08 3.49921e-08 0 0 0 5.5545e-08 7.48856e-08 3.45149e-08 1.87971e-05 3.86584e-08 5.75847e-08 4.20765e-08 3.37961e-07 3.52613e-08 5.19036e-08 0.156503 6.28266e-08 -------------------------------------------------------------- Initialization seed trial #631 of 1000; initialization seed = 493578856 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 67 BIC score: 570948 Distortion: 0.00934815 Distortions/cluster: 3.93166e-05 0.000300791 0.00872182 2.83743e-05 1.22168e-05 0 2.19756e-05 2.48699e-05 1.27517e-05 1.27749e-35 2.49606e-05 1.08283e-34 1.86095e-05 2.98982e-05 2.3223e-05 2.41418e-05 2.14989e-05 1.22558e-05 3.14473e-05 Variance: 1.58416e-06 Variances/cluster: 3.38897e-07 1.87971e-05 0.156503 5.7303e-08 6.20088e-08 0 5.63426e-08 7.33396e-08 5.22441e-08 0 5.5083e-08 0 3.83665e-08 4.30153e-08 4.78785e-08 7.22754e-08 3.57083e-08 5.6201e-08 3.78394e-08 -------------------------------------------------------------- Initialization seed trial #632 of 1000; initialization seed = 493578857 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 73 BIC score: 554733 Distortion: 0.0132551 Distortions/cluster: 2.447e-05 2.15451e-05 1.89163e-05 3.93166e-05 1.51897e-05 2.11754e-05 1.9604e-05 1.48521e-05 3.34357e-05 2.19208e-05 1.37631e-05 1.53201e-05 3.27965e-05 0 1.43769e-05 0.000300791 0.00391362 0.00872182 1.21921e-05 Variance: 2.24625e-06 Variances/cluster: 7.1948e-08 5.22893e-08 3.37149e-08 3.38897e-07 3.62491e-08 7.30131e-08 6.40449e-08 3.58711e-08 5.91588e-08 4.92561e-08 3.44048e-08 3.22499e-08 6.08275e-08 0 3.55832e-08 1.87971e-05 0.00391989 0.156503 6.18836e-08 -------------------------------------------------------------- Initialization seed trial #633 of 1000; initialization seed = 493578858 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 605827 Distortion: 0.00429041 Distortions/cluster: 0.00391362 4.81569e-35 2.41418e-05 3.14473e-05 2.3223e-05 0 1.22168e-05 3.36924e-05 2.37044e-35 3.6653e-05 2.19756e-05 2.97717e-05 1.86095e-05 2.25767e-05 4.35604e-05 3.23673e-05 2.5054e-05 9.64317e-35 2.14989e-05 Variance: 7.27065e-07 Variances/cluster: 0.00391989 2.67973e-31 7.22754e-08 3.78394e-08 4.78785e-08 0 6.20088e-08 7.33809e-08 0 3.15937e-07 5.63426e-08 4.2895e-08 3.83665e-08 4.94944e-08 2.7222e-06 7.98937e-08 5.82459e-08 6.86694e-32 3.57083e-08 -------------------------------------------------------------- Initialization seed trial #634 of 1000; initialization seed = 493578859 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 511646 Distortion: 0.0360012 Distortions/cluster: 1.27749e-35 3.98577e-05 1.97207e-05 4.35604e-05 1.08864e-05 2.37044e-35 1.49516e-05 3.06223e-05 3.67128e-05 4.81569e-35 2.22733e-05 1.88043e-05 1.4111e-05 1.41897e-05 0.0356196 3.27323e-05 1.08283e-34 4.67839e-05 3.6415e-05 Variance: 6.10086e-06 Variances/cluster: 0 6.84621e-08 4.65069e-08 2.7222e-06 6.11545e-08 0 4.17609e-08 4.32481e-08 5.98708e-08 2.67973e-31 3.62715e-08 3.86882e-08 9.7985e-08 5.43625e-08 0.035575 3.86872e-08 0 8.44208e-08 3.13886e-07 -------------------------------------------------------------- Initialization seed trial #635 of 1000; initialization seed = 493578860 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 572040 Distortion: 0.00911354 Distortions/cluster: 4.67043e-05 2.98108e-05 2.42703e-05 2.23169e-05 2.18913e-05 4.81569e-35 1.90278e-05 2.5224e-05 1.27749e-35 2.06002e-05 1.44798e-05 2.06728e-05 7.32656e-05 2.31325e-05 2.11957e-05 1.08283e-34 0.00872182 0 2.91258e-05 Variance: 1.54441e-06 Variances/cluster: 2.74699e-06 7.58485e-08 6.23709e-08 4.05723e-08 4.12229e-08 2.67973e-31 3.93915e-08 5.29868e-08 0 4.84553e-08 5.81331e-08 3.52136e-08 1.15369e-07 5.91436e-08 7.11044e-08 0 0.156503 0 6.11837e-08 -------------------------------------------------------------- Initialization seed trial #636 of 1000; initialization seed = 493578861 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 572541 Distortion: 0.00909539 Distortions/cluster: 1.2013e-05 2.20237e-05 1.84954e-05 1.08283e-34 1.27749e-35 1.92126e-05 2.25231e-05 2.08903e-05 0.00872182 3.36824e-05 2.17571e-05 0 4.81569e-35 4.67043e-05 3.04461e-05 3.57241e-05 3.26884e-05 3.25482e-05 2.4864e-05 Variance: 1.54133e-06 Variances/cluster: 6.15998e-08 3.61002e-08 3.83684e-08 0 0 6.35975e-08 4.92805e-08 5.0092e-08 0.156503 5.91764e-08 7.27607e-08 0 2.67973e-31 2.74699e-06 4.31211e-08 2.95206e-07 3.86354e-08 6.08182e-08 7.22565e-08 -------------------------------------------------------------- Initialization seed trial #637 of 1000; initialization seed = 493578862 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 500826 Distortion: 0.0450248 Distortions/cluster: 2.21357e-05 2.25499e-05 2.01007e-05 4.67043e-05 1.84858e-05 2.30974e-05 2.27178e-05 2.4081e-05 1.19718e-05 1.27749e-35 2.6026e-05 4.81569e-35 2.94601e-05 1.08283e-34 2.41782e-05 1.1652e-05 1.27517e-05 6.99327e-05 0.0446389 Variance: 7.63002e-06 Variances/cluster: 4.15267e-08 5.55366e-08 3.47123e-08 2.74699e-06 3.86698e-08 4.93493e-08 7.09878e-08 7.10133e-08 5.56649e-08 0 5.70561e-08 2.67973e-31 5.92563e-08 0 4.07689e-08 6.19734e-08 5.22441e-08 1.23545e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #638 of 1000; initialization seed = 493578863 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 606535 Distortion: 0.00432999 Distortions/cluster: 1.2517e-05 4.81569e-35 3.00803e-05 4.67043e-05 2.37044e-35 1.22066e-05 9.70233e-05 4.29076e-05 9.64317e-35 2.94601e-05 2.6026e-05 0.00391362 0 3.08605e-05 0 0 3.70447e-05 2.4081e-05 2.74568e-05 Variance: 7.33772e-07 Variances/cluster: 5.21375e-08 2.67973e-31 7.57631e-08 2.74699e-06 0 5.57199e-08 9.98093e-08 4.45522e-08 6.86694e-32 5.92563e-08 5.70561e-08 0.00391989 0 6.08638e-08 0 0 4.5899e-08 7.10133e-08 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #639 of 1000; initialization seed = 493578864 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 554647 Distortion: 0.013279 Distortions/cluster: 2.59086e-05 0.00872182 2.4722e-05 1.68373e-05 2.0997e-05 2.4232e-05 2.8552e-05 0 0.00391362 1.09004e-05 1.13864e-05 1.94773e-05 1.22116e-05 9.88021e-06 1.90577e-05 7.11463e-05 2.98108e-05 0.000307974 1.05104e-05 Variance: 2.2503e-06 Variances/cluster: 6.0373e-08 0.156503 5.24836e-08 7.44783e-08 4.66449e-08 4.12069e-08 6.04867e-08 0 0.00391989 5.47582e-08 5.47247e-08 4.02388e-08 5.10782e-08 3.28208e-08 3.90493e-08 1.20986e-07 7.58485e-08 1.71076e-05 3.04613e-08 -------------------------------------------------------------- Initialization seed trial #640 of 1000; initialization seed = 493578865 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 710855 Distortion: 0.000403206 Distortions/cluster: 0 7.51105e-05 2.94324e-05 4.81569e-35 1.27749e-35 2.06598e-05 2.20832e-05 2.63467e-05 2.28447e-05 3.37085e-05 2.86463e-05 2.56419e-05 9.64317e-35 4.67043e-05 3.22652e-05 2.07749e-05 2.37044e-35 1.08283e-34 1.8987e-05 Variance: 6.83283e-08 Variances/cluster: 0 1.12263e-07 6.24842e-08 2.67973e-31 0 3.53118e-08 4.11963e-08 6.12513e-08 4.96464e-08 7.32563e-08 7.5181e-08 5.26481e-08 6.86694e-32 2.74699e-06 8.00371e-08 3.99479e-08 0 0 3.93886e-08 -------------------------------------------------------------- Initialization seed trial #641 of 1000; initialization seed = 493578866 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 602507 Distortion: 0.00455698 Distortions/cluster: 0.00391362 1.26607e-05 8.05934e-06 4.67043e-05 1.32164e-05 4.90368e-05 0 3.99696e-05 0.000300632 3.53035e-05 2.28527e-05 2.84994e-05 1.1563e-05 1.75427e-05 9.64317e-35 2.79839e-05 1.50188e-05 2.37044e-35 1.43176e-05 Variance: 7.72239e-07 Variances/cluster: 0.00391989 3.03588e-08 3.22336e-08 2.74699e-06 3.37986e-08 8.51064e-08 0 6.86544e-08 2.56921e-06 5.95142e-08 4.69213e-08 6.36095e-08 2.9875e-08 4.06045e-08 6.86694e-32 7.46177e-08 3.66277e-08 0 3.42496e-08 -------------------------------------------------------------- Initialization seed trial #642 of 1000; initialization seed = 493578867 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 20 BIC score: 570719 Distortion: 0.00935555 Distortions/cluster: 2.00619e-05 0.000300632 4.67043e-05 1.94952e-05 1.69201e-05 1.27749e-35 3.05004e-05 1.85703e-05 0 1.14416e-05 2.5173e-05 0.00872182 3.36824e-05 3.35214e-05 1.6487e-05 1.08283e-34 1.62023e-05 2.07281e-05 2.36116e-05 Variance: 1.58542e-06 Variances/cluster: 3.47051e-08 2.56921e-06 2.74699e-06 6.41085e-08 6.36047e-08 0 4.44573e-08 3.90916e-08 0 6.15088e-08 5.65639e-08 0.156503 5.91764e-08 6.22874e-08 3.58381e-08 0 3.36118e-08 4.73201e-08 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #643 of 1000; initialization seed = 493578868 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 500153 Distortion: 0.0452619 Distortions/cluster: 1.25053e-05 2.22543e-05 1.08283e-34 2.18497e-05 1.55428e-05 1.46795e-05 0.0446389 2.50039e-05 1.27749e-35 1.92665e-05 1.44431e-05 1.47779e-05 2.15545e-05 3.33079e-05 3.38285e-05 0.000300791 1.45095e-05 3.93166e-05 1.93578e-05 Variance: 7.67021e-06 Variances/cluster: 6.12955e-08 5.17494e-08 0 5.01097e-08 3.63117e-08 3.47004e-08 0.0422886 5.82649e-08 0 7.40964e-08 3.48836e-08 3.2123e-08 4.75663e-08 8.00416e-08 7.48182e-08 1.87971e-05 3.67293e-08 3.38897e-07 3.41367e-08 -------------------------------------------------------------- Initialization seed trial #644 of 1000; initialization seed = 493578869 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 496465 Distortion: 0.0491742 Distortions/cluster: 1.51873e-05 1.73171e-05 1.90814e-05 2.74305e-05 2.30075e-05 0.00391362 1.86465e-05 0.0446389 1.51142e-05 2.94524e-05 1.36735e-05 3.18828e-05 9.5642e-06 1.45644e-05 0.000285843 1.53988e-05 2.57814e-05 4.35604e-05 1.61319e-05 Variance: 8.33319e-06 Variances/cluster: 3.56475e-08 4.09351e-08 4.66501e-08 4.11834e-08 6.68614e-08 0.00391989 6.31882e-08 0.0422886 3.09683e-08 5.5869e-08 2.27834e-07 3.12543e-07 4.28841e-08 3.31733e-08 1.25912e-06 6.52437e-08 4.70309e-08 2.7222e-06 3.43933e-08 -------------------------------------------------------------- Initialization seed trial #645 of 1000; initialization seed = 493578870 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 554799 Distortion: 0.0132618 Distortions/cluster: 2.52451e-05 1.14319e-05 2.28187e-05 1.72559e-05 1.4218e-05 1.29007e-05 3.9446e-05 1.94306e-05 1.95702e-05 0.000300791 1.60324e-05 3.36443e-05 3.19815e-05 2.80359e-05 1.81233e-05 1.54191e-05 0.00391362 0.00872182 0 Variance: 2.24738e-06 Variances/cluster: 5.81492e-08 3.31332e-08 4.98064e-08 3.73469e-08 9.05541e-08 4.67378e-08 3.37107e-07 6.98885e-08 3.43297e-08 1.87971e-05 3.37494e-08 7.35967e-08 7.97291e-08 4.19035e-08 5.37735e-08 3.44916e-08 0.00391989 0.156503 0 -------------------------------------------------------------- Initialization seed trial #646 of 1000; initialization seed = 493578871 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 554625 Distortion: 0.0132648 Distortions/cluster: 2.91909e-05 3.27799e-05 0.000300151 1.16395e-05 4.67043e-05 2.86463e-05 1.40756e-05 2.52237e-05 1.89386e-05 0 1.34072e-05 0.00391362 8.28294e-06 1.23337e-05 1.43265e-05 2.24051e-05 1.78748e-05 0.00872182 3.33687e-05 Variance: 2.24789e-06 Variances/cluster: 6.26363e-08 6.07967e-08 2.58722e-06 2.96893e-08 2.74699e-06 7.5181e-08 3.37515e-08 7.24593e-08 6.33195e-08 0 3.54654e-08 0.00391989 3.31279e-08 3.02269e-08 3.40268e-08 4.80753e-08 4.09e-08 0.156503 5.91449e-08 -------------------------------------------------------------- Initialization seed trial #647 of 1000; initialization seed = 493578872 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 570704 Distortion: 0.00935879 Distortions/cluster: 2.19337e-05 3.53035e-05 1.543e-05 8.49412e-06 1.7308e-05 2.21668e-05 1.27749e-35 0 4.90368e-05 1.1667e-05 3.99696e-05 2.13156e-05 1.08283e-34 0.000300791 0.00872182 2.79648e-05 1.19074e-05 1.43633e-05 3.93166e-05 Variance: 1.58597e-06 Variances/cluster: 4.8955e-08 5.95142e-08 3.4439e-08 3.33064e-08 3.75408e-08 7.29116e-08 0 0 8.51064e-08 2.96083e-08 6.86544e-08 5.26263e-08 0 1.87971e-05 0.156503 4.18598e-08 6.13734e-08 3.26411e-08 3.38897e-07 -------------------------------------------------------------- Initialization seed trial #648 of 1000; initialization seed = 493578873 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 602534 Distortion: 0.00454955 Distortions/cluster: 9.64317e-35 3.36824e-05 1.93416e-05 1.56062e-05 0.0002968 2.37044e-35 0.00391362 1.58501e-05 3.57241e-05 1.92126e-05 1.42116e-05 1.42411e-05 2.3533e-05 4.67043e-05 2.86012e-05 0 2.4864e-05 1.50103e-05 3.25482e-05 Variance: 7.7098e-07 Variances/cluster: 6.86694e-32 5.91764e-08 3.41685e-08 3.82466e-08 6.80678e-07 0 0.00391989 3.65178e-08 2.95206e-07 6.35975e-08 3.39149e-08 3.15042e-08 4.7827e-08 2.74699e-06 7.50627e-08 0 7.22565e-08 3.53985e-08 6.08182e-08 -------------------------------------------------------------- Initialization seed trial #649 of 1000; initialization seed = 493578874 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 555088 Distortion: 0.0132987 Distortions/cluster: 1.49529e-05 2.65618e-05 1.25893e-05 2.20657e-05 9.17589e-06 8.0411e-06 8.33627e-05 8.76815e-06 0.00391362 4.67043e-05 1.949e-05 0.00872182 1.25229e-05 6.6306e-05 8.24653e-06 3.78274e-05 1.35024e-05 0.000273122 0 Variance: 2.25363e-06 Variances/cluster: 3.57693e-08 6.07771e-08 3.38389e-08 6.39535e-08 3.07889e-08 3.94127e-08 9.73555e-08 2.54866e-08 0.00391989 2.74699e-06 4.5747e-08 0.156503 3.28656e-08 7.43933e-08 3.52385e-08 3.00181e-07 3.01358e-08 2.67743e-06 0 -------------------------------------------------------------- Initialization seed trial #650 of 1000; initialization seed = 493578875 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 555827 Distortion: 0.0130242 Distortions/cluster: 2.6026e-05 2.53268e-05 1.21935e-05 0 2.95309e-05 8.56682e-06 0.00872182 4.81569e-35 2.94601e-05 1.90944e-05 2.08593e-05 1.91575e-05 7.4556e-05 0.00391362 1.19718e-05 1.27517e-05 4.67043e-05 2.84588e-05 2.4081e-05 Variance: 2.20711e-06 Variances/cluster: 5.70561e-08 5.22156e-08 3.04803e-08 0 6.28266e-08 3.35915e-08 0.156503 2.67973e-31 5.92563e-08 4.01953e-08 4.00333e-08 3.88555e-08 1.14339e-07 0.00391989 5.56649e-08 5.22441e-08 2.74699e-06 7.48856e-08 7.10133e-08 -------------------------------------------------------------- Initialization seed trial #651 of 1000; initialization seed = 493578876 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 554778 Distortion: 0.0132651 Distortions/cluster: 2.07762e-05 1.50718e-05 1.34511e-05 1.23511e-05 4.67839e-05 1.50278e-05 4.07957e-05 3.67128e-05 0.00391362 1.16357e-05 1.55687e-05 0.000300791 2.32369e-05 1.11231e-05 0 1.38879e-05 1.21826e-05 4.03032e-05 0.00872182 Variance: 2.24795e-06 Variances/cluster: 4.72145e-08 6.27944e-08 3.25665e-08 3.0344e-08 8.44208e-08 3.06031e-08 6.98334e-08 5.98708e-08 0.00391989 3.40192e-08 3.62031e-08 1.87971e-05 5.82332e-08 6.1111e-08 0 3.37876e-08 4.72145e-08 3.38644e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #652 of 1000; initialization seed = 493578877 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 496821 Distortion: 0.0489115 Distortions/cluster: 2.23146e-05 4.81569e-35 2.02651e-05 1.99421e-05 1.65241e-05 1.44798e-05 2.80572e-05 1.19648e-05 3.57241e-05 4.67043e-05 2.23091e-05 2.30629e-05 0.00391362 2.11839e-05 1.78151e-05 1.60456e-05 2.11957e-05 0.0446389 2.14088e-05 Variance: 8.28869e-06 Variances/cluster: 4.9584e-08 2.67973e-31 4.88271e-08 3.45578e-08 3.42083e-08 5.81331e-08 4.17481e-08 6.13526e-08 2.95206e-07 2.74699e-06 5.66035e-08 5.91167e-08 0.00391989 5.06628e-08 3.78203e-08 3.51846e-08 7.11044e-08 0.0422886 7.33122e-08 -------------------------------------------------------------- Initialization seed trial #653 of 1000; initialization seed = 493578878 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 572186 Distortion: 0.00910249 Distortions/cluster: 4.81569e-35 1.52327e-05 2.31698e-05 1.50429e-05 1.27749e-35 1.08283e-34 4.04474e-05 0 1.85218e-05 1.39559e-05 2.79839e-05 2.83592e-05 1.47032e-05 3.57241e-05 1.69798e-05 3.62982e-05 0.00872182 4.67043e-05 4.75489e-05 Variance: 1.54253e-06 Variances/cluster: 2.67973e-31 3.77008e-08 4.74748e-08 3.59846e-08 0 0 6.93558e-08 0 3.3429e-08 3.72124e-08 7.46177e-08 6.37235e-08 3.41906e-08 2.95206e-07 3.25254e-08 5.97798e-08 0.156503 2.74699e-06 8.47307e-08 -------------------------------------------------------------- Initialization seed trial #654 of 1000; initialization seed = 493578879 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 570595 Distortion: 0.00935555 Distortions/cluster: 2.87011e-05 2.43786e-05 1.75454e-05 1.67796e-05 1.33353e-05 1.47219e-05 1.08283e-34 1.46393e-05 2.33834e-05 3.25482e-05 2.13491e-05 3.36824e-05 1.27749e-35 0.000300632 0.00872182 1.96949e-05 4.67043e-05 0 2.5637e-05 Variance: 1.58542e-06 Variances/cluster: 6.46369e-08 7.18907e-08 3.93359e-08 3.20796e-08 4.48958e-08 3.49658e-08 0 3.70578e-08 4.67626e-08 6.08182e-08 3.30965e-08 5.91764e-08 0 2.56921e-06 0.156503 6.41321e-08 2.74699e-06 0 7.43042e-08 -------------------------------------------------------------- Initialization seed trial #655 of 1000; initialization seed = 493578880 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 555062 Distortion: 0.0132681 Distortions/cluster: 1.43312e-05 1.78584e-05 2.95577e-05 4.67605e-05 0 0.000296556 8.32592e-06 2.90942e-05 0.00872182 1.15716e-05 1.60256e-05 3.50123e-05 1.58515e-05 4.35604e-05 1.5658e-05 1.82231e-05 1.14416e-05 2.27901e-05 0.00391362 Variance: 2.24844e-06 Variances/cluster: 3.26421e-08 3.79929e-08 4.37205e-08 8.43786e-08 0 2.99519e-06 3.27754e-08 4.91295e-08 0.156503 2.99748e-08 2.50339e-07 6.14055e-08 3.4683e-08 2.7222e-06 5.90823e-08 4.26732e-08 6.15088e-08 5.13247e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #656 of 1000; initialization seed = 493578881 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 82 BIC score: 511137 Distortion: 0.0359967 Distortions/cluster: 2.88258e-05 0.0356196 1.6026e-05 3.82031e-05 1.27749e-35 2.94707e-05 1.81332e-05 2.37044e-35 1.70188e-05 4.81569e-35 4.35604e-05 3.33079e-05 2.03225e-05 2.15545e-05 2.50039e-05 3.38285e-05 2.84588e-05 2.34269e-05 1.08283e-34 Variance: 6.1001e-06 Variances/cluster: 4.20164e-08 0.035575 3.52188e-08 3.15692e-07 0 6.28322e-08 3.85774e-08 0 3.45881e-08 2.67973e-31 2.7222e-06 8.00416e-08 3.49744e-08 4.75663e-08 5.82649e-08 7.48182e-08 7.48856e-08 4.88016e-08 0 -------------------------------------------------------------- Initialization seed trial #657 of 1000; initialization seed = 493578882 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 67 BIC score: 556061 Distortion: 0.0130025 Distortions/cluster: 3.33687e-05 1.64159e-05 1.89386e-05 0.00391362 1.21027e-05 0 4.67043e-05 0.00872182 2.02609e-05 2.52237e-05 1.9924e-05 2.21328e-05 1.58612e-05 3.57241e-05 2.17247e-05 4.81569e-35 2.79733e-05 3.27799e-05 1.79471e-05 Variance: 2.20344e-06 Variances/cluster: 5.91449e-08 3.41258e-08 6.33195e-08 0.00391989 6.17435e-08 0 2.74699e-06 0.156503 4.90534e-08 7.24593e-08 3.45262e-08 4.93995e-08 3.50106e-08 2.95206e-07 7.26524e-08 2.67973e-31 4.18099e-08 6.07967e-08 3.77796e-08 -------------------------------------------------------------- Initialization seed trial #658 of 1000; initialization seed = 493578883 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 22 BIC score: 496915 Distortion: 0.0489146 Distortions/cluster: 1.94952e-05 9.12399e-06 4.67043e-05 3.35214e-05 1.71429e-05 2.36116e-05 3.57241e-05 0.0446389 1.94357e-05 1.32763e-05 0.00391362 1.50597e-05 2.7942e-05 1.62927e-05 1.78482e-05 3.36824e-05 1.76267e-05 1.55362e-05 4.81569e-35 Variance: 8.2892e-06 Variances/cluster: 6.41085e-08 5.92416e-08 2.74699e-06 6.22874e-08 3.71024e-08 6.96288e-08 2.95206e-07 0.0422886 3.42138e-08 4.64167e-08 0.00391989 6.63372e-08 4.17631e-08 3.57264e-08 4.81042e-08 5.91764e-08 5.10871e-08 3.29127e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #659 of 1000; initialization seed = 493578884 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 501566 Distortion: 0.0450309 Distortions/cluster: 1.50169e-05 8.63994e-06 8.03927e-05 1.32174e-05 1.54981e-05 1.23871e-05 1.27749e-35 3.35454e-05 1.53535e-05 1.96403e-05 1.75132e-05 1.08283e-34 0.0446389 4.81569e-35 4.35604e-05 1.59623e-05 5.63808e-05 2.80359e-05 1.68398e-05 Variance: 7.63106e-06 Variances/cluster: 4.95567e-08 5.8373e-08 9.47727e-08 2.20239e-07 4.21109e-08 5.8702e-08 0 3.13472e-07 3.44218e-08 3.43924e-08 3.76591e-08 0 0.0422886 2.67973e-31 2.7222e-06 3.36727e-08 6.50086e-08 4.19035e-08 4.86655e-08 -------------------------------------------------------------- Initialization seed trial #660 of 1000; initialization seed = 493578885 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 606284 Distortion: 0.00432754 Distortions/cluster: 2.54701e-05 2.37044e-35 2.23104e-05 0.00391362 4.67839e-05 2.11965e-05 4.81569e-35 1.25384e-05 4.07957e-05 9.64317e-35 4.67043e-05 7.59071e-05 3.80047e-05 3.73047e-05 2.28163e-05 0 0 0 2.40848e-05 Variance: 7.33357e-07 Variances/cluster: 4.16819e-08 0 3.6214e-08 0.00391989 8.44208e-08 7.30858e-08 2.67973e-31 6.17604e-08 6.98334e-08 6.86694e-32 2.74699e-06 1.28863e-07 4.09057e-08 6.0737e-08 4.8958e-08 0 0 0 5.61365e-08 -------------------------------------------------------------- Initialization seed trial #661 of 1000; initialization seed = 493578886 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 91 BIC score: 497027 Distortion: 0.0489237 Distortions/cluster: 1.56176e-05 9.26571e-06 1.51302e-05 4.35604e-05 3.6415e-05 1.41401e-05 1.00487e-05 1.34194e-05 0.0446389 2.77541e-05 3.89693e-05 0.00391362 1.47929e-05 1.73022e-05 1.57368e-05 1.45671e-05 4.90368e-05 3.53674e-05 4.81569e-35 Variance: 8.29074e-06 Variances/cluster: 3.40223e-08 4.17328e-08 5.84134e-08 2.7222e-06 3.13886e-07 3.26533e-08 6.01667e-08 9.00553e-08 0.0422886 4.17319e-08 6.72829e-08 0.00391989 3.06236e-08 4.30363e-08 3.60901e-08 4.25903e-08 8.51064e-08 5.95215e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #662 of 1000; initialization seed = 493578887 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 500588 Distortion: 0.0453025 Distortions/cluster: 9.3855e-06 1.47723e-05 1.54704e-05 8.85799e-06 1.31073e-05 8.11293e-06 0.0446389 2.06269e-05 1.23706e-05 7.68416e-06 4.35604e-05 1.08283e-34 1.28444e-05 1.27749e-35 0.000286405 6.73163e-05 3.81134e-05 2.12712e-05 8.366e-05 Variance: 7.67708e-06 Variances/cluster: 3.02731e-08 3.53373e-08 6.52705e-08 3.6005e-08 2.99903e-08 2.51152e-08 0.0422886 4.95794e-08 3.36124e-08 3.72975e-08 2.7222e-06 0 3.36212e-08 0 1.21865e-06 7.54422e-08 3.17574e-07 4.88952e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #663 of 1000; initialization seed = 493578888 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 506842 Distortion: 0.0399101 Distortions/cluster: 1.88043e-05 0.0356196 4.67043e-05 4.81569e-35 3.26914e-05 1.15575e-05 2.37044e-35 0 3.26941e-05 3.04905e-05 2.22198e-05 1.72269e-05 2.25074e-05 3.33695e-05 2.51231e-05 0.00391362 2.58158e-05 3.57241e-05 2.20421e-05 Variance: 6.76328e-06 Variances/cluster: 3.86882e-08 0.035575 2.74699e-06 2.67973e-31 7.99046e-08 6.17997e-08 0 0 3.86421e-08 4.31228e-08 3.62434e-08 6.3563e-08 4.94509e-08 7.33165e-08 5.82711e-08 0.00391989 5.63618e-08 2.95206e-07 4.96399e-08 -------------------------------------------------------------- Initialization seed trial #664 of 1000; initialization seed = 493578889 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 554669 Distortion: 0.0132786 Distortions/cluster: 0 3.99696e-05 8.02782e-06 8.60544e-06 9.6986e-06 2.70612e-05 3.53035e-05 2.31473e-05 1.40487e-05 0.000296161 4.67043e-05 1.38178e-05 1.42817e-05 3.57241e-05 0.00391362 0.00872182 9.76877e-06 4.90368e-05 1.1794e-05 Variance: 2.25023e-06 Variances/cluster: 0 6.86544e-08 2.54829e-08 3.693e-08 3.78809e-08 7.45427e-08 5.95142e-08 4.657e-08 3.52067e-08 7.11869e-07 2.74699e-06 3.41152e-08 3.55231e-08 2.95206e-07 0.00391989 0.156503 2.97802e-08 8.51064e-08 2.97793e-08 -------------------------------------------------------------- Initialization seed trial #665 of 1000; initialization seed = 493578890 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 78 BIC score: 602748 Distortion: 0.00454286 Distortions/cluster: 3.33079e-05 9.64317e-35 0.00391362 1.46137e-05 2.10572e-05 1.61486e-05 1.22168e-05 3.38285e-05 0 2.28449e-05 0.000300791 2.15545e-05 2.37044e-35 2.50039e-05 3.93166e-05 2.41418e-05 2.77784e-05 1.51474e-05 2.14891e-05 Variance: 7.69846e-07 Variances/cluster: 8.00416e-08 6.86694e-32 0.00391989 3.55529e-08 3.54457e-08 3.69502e-08 6.20088e-08 7.48182e-08 0 4.78888e-08 1.87971e-05 4.75663e-08 0 5.82649e-08 3.38897e-07 7.22754e-08 3.64036e-08 3.59763e-08 5.59559e-08 -------------------------------------------------------------- Initialization seed trial #666 of 1000; initialization seed = 493578891 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 526469 Distortion: 0.0256995 Distortions/cluster: 4.35604e-05 1.13353e-05 0.000112767 2.37044e-35 0.0214164 1.58238e-05 3.35454e-05 0.00391362 4.81569e-35 1.3405e-05 2.19291e-05 7.83759e-06 0 1.63725e-05 1.45967e-05 1.65313e-05 1.33802e-05 1.99886e-05 2.84131e-05 Variance: 4.35511e-06 Variances/cluster: 2.7222e-06 6.12668e-08 1.0615e-07 0 3.28364e-05 6.03917e-08 3.13472e-07 0.00391989 2.67973e-31 3.03246e-08 5.17153e-08 3.6281e-08 0 3.49809e-08 3.30213e-08 3.69792e-08 2.19295e-07 4.5528e-08 4.19654e-08 -------------------------------------------------------------- Initialization seed trial #667 of 1000; initialization seed = 493578892 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 570908 Distortion: 0.00935338 Distortions/cluster: 1.95196e-05 3.10443e-05 0 2.48718e-05 3.93166e-05 2.25503e-05 8.99219e-06 1.27749e-35 3.33669e-05 1.44678e-05 0.00872182 2.14162e-05 1.84268e-05 0.000300791 1.34989e-05 2.04898e-05 2.98982e-05 3.29062e-05 1.08283e-34 Variance: 1.58505e-06 Variances/cluster: 5.21869e-08 3.75806e-08 0 5.82286e-08 3.38897e-07 4.94365e-08 5.91541e-08 0 7.315e-08 6.373e-08 0.156503 3.56896e-08 3.83854e-08 1.87971e-05 4.62255e-08 5.50751e-08 4.30153e-08 8.00384e-08 0 -------------------------------------------------------------- Initialization seed trial #668 of 1000; initialization seed = 493578893 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 500789 Distortion: 0.0450237 Distortions/cluster: 2.34673e-05 2.42121e-05 2.1601e-05 1.27749e-35 2.04558e-05 2.55297e-05 1.08283e-34 4.81569e-35 1.87699e-05 2.35804e-05 2.18025e-05 1.76775e-05 0.0446389 2.39416e-05 1.47348e-05 4.67043e-05 7.16831e-05 1.14268e-05 1.92199e-05 Variance: 7.62985e-06 Variances/cluster: 5.34513e-08 6.06626e-08 7.10339e-08 0 3.5023e-08 5.61045e-08 0 2.67973e-31 3.91004e-08 4.09343e-08 4.1211e-08 6.38127e-08 0.0422886 6.26536e-08 5.84526e-08 2.74699e-06 1.1867e-07 6.14291e-08 4.6298e-08 -------------------------------------------------------------- Initialization seed trial #669 of 1000; initialization seed = 493578894 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 572681 Distortion: 0.00910352 Distortions/cluster: 1.5904e-05 1.57382e-05 1.79072e-05 0 3.25097e-05 3.67128e-05 3.07974e-05 4.35604e-05 1.27749e-35 1.08283e-34 1.40134e-05 1.87122e-05 4.67839e-05 3.60934e-05 3.98577e-05 2.19385e-05 4.81569e-35 1.11741e-05 0.00872182 Variance: 1.54271e-06 Variances/cluster: 4.24071e-08 5.89401e-08 4.44307e-08 0 3.85152e-08 5.98708e-08 4.32511e-08 2.7222e-06 0 0 9.73066e-08 3.88182e-08 8.44208e-08 3.13819e-07 6.84621e-08 3.59607e-08 2.67973e-31 6.10553e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #670 of 1000; initialization seed = 493578895 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 68 BIC score: 602781 Distortion: 0.00455801 Distortions/cluster: 1.60884e-05 1.81846e-05 4.35604e-05 2.04324e-05 2.80572e-05 1.51614e-05 4.67839e-05 0.000279402 2.01092e-05 0 1.04594e-05 9.64317e-35 1.47388e-05 4.07957e-05 3.67128e-05 2.37044e-35 0.00391362 3.72859e-05 1.66199e-05 Variance: 7.72414e-07 Variances/cluster: 3.52012e-08 3.81992e-08 2.7222e-06 4.57058e-08 4.17481e-08 5.78637e-08 8.44208e-08 1.07453e-06 3.46669e-08 0 6.08055e-08 6.86694e-32 7.22431e-08 6.98334e-08 5.98708e-08 0 0.00391989 3.13291e-07 3.43357e-08 -------------------------------------------------------------- Initialization seed trial #671 of 1000; initialization seed = 493578896 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 500246 Distortion: 0.0452588 Distortions/cluster: 1.43827e-05 1.60477e-05 1.18349e-05 0.0446389 2.94354e-05 1.08283e-34 2.59451e-05 2.97833e-05 1.67796e-05 0.000300791 4.07544e-05 1.36061e-05 1.46393e-05 2.40634e-05 1.24608e-05 1.27749e-35 2.4423e-05 2.13491e-05 2.35453e-05 Variance: 7.66968e-06 Variances/cluster: 3.40794e-08 3.63038e-08 5.5545e-08 0.0422886 5.75847e-08 0 5.80241e-08 6.70741e-08 3.20796e-08 1.87971e-05 3.39581e-07 4.53495e-08 3.70578e-08 7.13991e-08 5.19036e-08 0 4.82625e-08 3.30965e-08 6.96388e-08 -------------------------------------------------------------- Initialization seed trial #672 of 1000; initialization seed = 493578897 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 66 BIC score: 602703 Distortion: 0.00454392 Distortions/cluster: 2.13905e-05 2.18428e-05 0.000300791 1.75982e-05 2.19709e-05 2.37044e-35 9.64317e-35 1.62694e-05 2.86613e-05 1.63249e-05 3.96065e-05 3.33079e-05 2.15545e-05 2.00901e-05 3.38285e-05 0.00391362 2.50039e-05 0 1.20547e-05 Variance: 7.70025e-07 Variances/cluster: 7.32495e-08 4.91914e-08 1.87971e-05 3.7842e-08 5.25572e-08 0 6.86694e-32 3.36114e-08 4.20217e-08 3.5797e-08 3.35609e-07 8.00416e-08 4.75663e-08 3.4694e-08 7.48182e-08 0.00391989 5.82649e-08 0 6.14985e-08 -------------------------------------------------------------- Initialization seed trial #673 of 1000; initialization seed = 493578898 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 500237 Distortion: 0.0452725 Distortions/cluster: 1.27476e-05 2.81869e-05 2.79839e-05 0.0446389 1.08283e-34 2.42568e-05 1.4282e-05 4.07957e-05 8.29793e-06 4.67839e-05 9.84721e-06 0.000300791 3.67128e-05 8.6588e-06 8.12326e-06 1.35357e-05 1.27749e-35 3.93166e-05 1.32903e-05 Variance: 7.67201e-06 Variances/cluster: 3.38999e-08 6.39107e-08 7.46177e-08 0.0422886 0 5.0113e-08 3.53485e-08 6.98334e-08 3.50093e-08 8.44208e-08 3.1061e-08 1.87971e-05 5.98708e-08 3.89992e-08 2.50696e-08 3.41781e-08 0 3.38897e-07 3.02017e-08 -------------------------------------------------------------- Initialization seed trial #674 of 1000; initialization seed = 493578899 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 572145 Distortion: 0.00911481 Distortions/cluster: 1.27749e-35 1.70273e-05 2.38295e-05 3.42626e-05 1.94952e-05 7.40213e-05 2.27757e-05 0.00872182 4.81569e-35 1.13353e-05 1.08283e-34 2.36116e-05 4.67043e-05 3.35214e-05 2.5529e-05 0 2.05775e-05 1.88637e-05 2.14382e-05 Variance: 1.54462e-06 Variances/cluster: 0 6.37677e-08 5.34244e-08 6.009e-08 6.41085e-08 1.15467e-07 4.23303e-08 0.156503 2.67973e-31 6.12668e-08 0 6.96288e-08 2.74699e-06 6.22874e-08 5.63508e-08 0 3.50514e-08 3.92142e-08 4.01426e-08 -------------------------------------------------------------- Initialization seed trial #675 of 1000; initialization seed = 493578900 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 570781 Distortion: 0.00935807 Distortions/cluster: 3.53035e-05 0 1.95702e-05 1.08445e-05 1.52058e-05 1.8904e-05 1.15398e-05 1.59871e-05 1.22207e-05 1.72118e-05 3.93166e-05 4.90368e-05 1.08283e-34 3.99696e-05 1.27749e-35 2.21817e-05 0.00872182 2.81646e-05 0.000300791 Variance: 1.58584e-06 Variances/cluster: 5.95142e-08 0 3.43297e-08 6.09192e-08 3.42442e-08 5.69344e-08 3.41384e-08 3.37252e-08 5.76404e-08 3.73322e-08 3.38897e-07 8.51064e-08 0 6.86544e-08 0 6.56211e-08 0.156503 4.20331e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #676 of 1000; initialization seed = 493578901 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 511281 Distortion: 0.0360007 Distortions/cluster: 4.07957e-05 1.27749e-35 4.67043e-05 1.93073e-05 4.81569e-35 2.27685e-05 2.37044e-35 2.7942e-05 1.55315e-05 2.26741e-05 1.95035e-05 1.23631e-05 4.67839e-05 1.65743e-05 0.0356196 1.77335e-05 3.57241e-05 3.67128e-05 1.08283e-34 Variance: 6.10077e-06 Variances/cluster: 6.98334e-08 0 2.74699e-06 4.93749e-08 2.67973e-31 4.88554e-08 0 4.17631e-08 3.31133e-08 7.26679e-08 3.42126e-08 6.21209e-08 8.44208e-08 3.57174e-08 0.035575 3.76471e-08 2.95206e-07 5.98708e-08 0 -------------------------------------------------------------- Initialization seed trial #677 of 1000; initialization seed = 493578902 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 82 BIC score: 570704 Distortion: 0.00934851 Distortions/cluster: 3.93166e-05 2.04028e-05 1.68447e-05 0.000300791 2.95309e-05 2.4081e-05 2.6026e-05 2.84746e-05 1.19718e-05 0.00872182 2.83743e-05 1.61511e-05 1.08283e-34 1.85264e-05 1.27517e-05 1.27749e-35 0 2.84588e-05 2.49894e-05 Variance: 1.58422e-06 Variances/cluster: 3.38897e-07 3.49921e-08 3.45149e-08 1.87971e-05 6.28266e-08 7.10133e-08 5.70561e-08 4.20563e-08 5.56649e-08 0.156503 5.7303e-08 3.52613e-08 0 3.86734e-08 5.22441e-08 0 0 7.48856e-08 5.16263e-08 -------------------------------------------------------------- Initialization seed trial #678 of 1000; initialization seed = 493578903 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 554831 Distortion: 0.0132583 Distortions/cluster: 3.33687e-05 1.25053e-05 0 9.20459e-06 0.000300791 2.18647e-05 2.52237e-05 1.89901e-05 1.63435e-05 2.06744e-05 4.00738e-05 0.00391362 1.50419e-05 1.89386e-05 2.75293e-05 3.27799e-05 1.51459e-05 1.44301e-05 0.00872182 Variance: 2.2468e-06 Variances/cluster: 5.91449e-08 6.12955e-08 0 4.22182e-08 1.87971e-05 5.07256e-08 7.24593e-08 7.3886e-08 3.46966e-08 4.96939e-08 3.36716e-07 0.00391989 3.0947e-08 6.33195e-08 4.11463e-08 6.07967e-08 3.57181e-08 3.29426e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #679 of 1000; initialization seed = 493578904 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 556816 Distortion: 0.0130379 Distortions/cluster: 2.94969e-05 3.81075e-05 4.73658e-06 1.41052e-05 8.19208e-06 4.28344e-05 1.45067e-05 2.93628e-05 9.60381e-05 4.81569e-35 0.00391362 2.2975e-05 9.14745e-06 4.67043e-05 9.56744e-06 8.56916e-06 2.80848e-05 0 0.00872182 Variance: 2.20943e-06 Variances/cluster: 6.05637e-08 4.64674e-08 4.19029e-08 3.80069e-08 5.15063e-08 4.45225e-08 6.19745e-08 7.56714e-08 9.88975e-08 2.67973e-31 0.00391989 6.54342e-08 5.19574e-08 2.74699e-06 5.97784e-08 4.58096e-08 5.58295e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #680 of 1000; initialization seed = 493578905 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 77 BIC score: 555926 Distortion: 0.0130116 Distortions/cluster: 0 2.95361e-05 3.53035e-05 3.80553e-05 1.16195e-05 1.53704e-05 4.35604e-05 1.22415e-05 1.40581e-05 2.23665e-05 2.40634e-05 0.00391362 1.19617e-05 4.90368e-05 1.54162e-05 1.35922e-05 4.81569e-35 3.99696e-05 0.00872182 Variance: 2.20498e-06 Variances/cluster: 0 6.72749e-08 5.95142e-08 3.17091e-07 3.40715e-08 3.09227e-08 2.7222e-06 3.02233e-08 3.39537e-08 4.71826e-08 7.13991e-08 0.00391989 4.56504e-08 8.51064e-08 3.60161e-08 3.27495e-08 2.67973e-31 6.86544e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #681 of 1000; initialization seed = 493578906 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 500498 Distortion: 0.0452588 Distortions/cluster: 1.82575e-05 2.06685e-05 0.0446389 2.79204e-05 2.01786e-05 1.5139e-05 1.14416e-05 0.000300791 2.016e-05 1.58083e-05 2.9938e-05 1.08283e-34 3.60168e-05 1.27749e-35 1.66187e-05 1.59711e-05 2.06597e-05 1.85053e-05 3.17776e-05 Variance: 7.66968e-06 Variances/cluster: 3.83525e-08 4.90777e-08 0.0422886 4.14213e-08 4.47276e-08 2.5654e-07 6.15088e-08 1.87971e-05 3.47546e-08 5.92025e-08 6.62136e-08 0 3.36566e-07 0 3.43332e-08 3.50212e-08 4.67376e-08 4.30318e-08 7.98177e-08 -------------------------------------------------------------- Initialization seed trial #682 of 1000; initialization seed = 493578907 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 500960 Distortion: 0.0450081 Distortions/cluster: 0.0446389 2.15624e-05 3.26914e-05 1.27749e-35 4.81569e-35 3.80553e-05 1.13353e-05 2.49807e-05 2.22124e-05 1.55969e-05 1.53187e-05 4.35604e-05 2.93392e-05 1.68047e-05 2.25074e-05 3.33695e-05 1.67213e-05 2.51231e-05 1.08283e-34 Variance: 7.6272e-06 Variances/cluster: 0.0422886 3.58137e-08 7.99046e-08 0 2.67973e-31 3.17091e-07 6.12668e-08 5.68989e-08 4.96876e-08 3.8224e-08 3.52935e-08 2.7222e-06 3.75149e-08 3.70932e-08 4.94509e-08 7.33165e-08 6.35744e-08 5.82711e-08 0 -------------------------------------------------------------- Initialization seed trial #683 of 1000; initialization seed = 493578908 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 67 BIC score: 605576 Distortion: 0.00429076 Distortions/cluster: 9.64317e-35 1.64986e-05 1.63126e-05 3.82031e-05 2.34269e-05 2.94707e-05 2.37044e-35 0 3.26914e-05 2.84588e-05 2.0412e-05 2.25767e-05 3.33695e-05 2.5054e-05 1.80876e-05 4.35604e-05 0.00391362 4.81569e-35 2.90113e-05 Variance: 7.27123e-07 Variances/cluster: 6.86694e-32 3.59414e-08 3.36313e-08 3.15692e-07 4.88016e-08 6.28322e-08 0 0 7.99046e-08 7.48856e-08 3.50681e-08 4.94944e-08 7.33165e-08 5.82459e-08 3.85626e-08 2.7222e-06 0.00391989 2.67973e-31 4.21028e-08 -------------------------------------------------------------- Initialization seed trial #684 of 1000; initialization seed = 493578909 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 496998 Distortion: 0.0489137 Distortions/cluster: 1.60884e-05 3.60934e-05 3.18966e-05 2.81897e-05 3.33687e-05 1.65487e-05 1.11235e-05 0.00391362 1.87888e-05 0.0446389 1.80734e-05 1.25909e-05 1.82582e-05 4.35604e-05 4.81569e-35 1.55127e-05 1.56514e-05 2.013e-05 2.52896e-05 Variance: 8.28905e-06 Variances/cluster: 3.52012e-08 3.13819e-07 5.92683e-08 4.1883e-08 5.91449e-08 3.42594e-08 6.11128e-08 0.00391989 6.32418e-08 0.0422886 3.80457e-08 9.91325e-08 4.4312e-08 2.7222e-06 2.67973e-31 5.87557e-08 4.27598e-08 3.47028e-08 7.24403e-08 -------------------------------------------------------------- Initialization seed trial #685 of 1000; initialization seed = 493578910 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 710768 Distortion: 0.000415045 Distortions/cluster: 0 8.366e-05 1.08283e-34 4.81569e-35 3.78274e-05 3.28348e-05 1.9419e-05 1.8689e-05 9.64317e-35 2.37044e-35 6.60089e-05 2.20889e-05 1.27749e-35 3.06463e-05 2.27061e-05 0 4.67043e-05 1.25053e-05 2.19551e-05 Variance: 7.03347e-08 Variances/cluster: 0 9.74749e-08 0 2.67973e-31 3.00181e-07 3.86713e-08 7.41129e-08 3.87701e-08 6.86694e-32 0 7.42266e-08 3.61478e-08 0 4.30994e-08 5.02305e-08 0 2.74699e-06 6.12955e-08 4.97804e-08 -------------------------------------------------------------- Initialization seed trial #686 of 1000; initialization seed = 493578911 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 79 BIC score: 497117 Distortion: 0.048909 Distortions/cluster: 0.0446389 0.00391362 2.83184e-05 2.11194e-05 1.12289e-05 1.82575e-05 2.97451e-05 3.28529e-05 1.42195e-05 2.01039e-05 1.60884e-05 4.35604e-05 1.90237e-05 2.8329e-05 4.81569e-35 1.59272e-05 1.86893e-05 2.23809e-05 1.66199e-05 Variance: 8.28826e-06 Variances/cluster: 0.0422886 0.00391989 4.20117e-08 4.77775e-08 6.10216e-08 3.83525e-08 5.61049e-08 3.12848e-07 2.53868e-07 3.46578e-08 3.52012e-08 2.7222e-06 6.36039e-08 5.10264e-08 2.67973e-31 5.94254e-08 4.31586e-08 6.59999e-08 3.43357e-08 -------------------------------------------------------------- Initialization seed trial #687 of 1000; initialization seed = 493578912 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 69 BIC score: 711163 Distortion: 0.000406989 Distortions/cluster: 1.27749e-35 2.97415e-05 4.81569e-35 2.29193e-05 1.91514e-05 2.61316e-05 7.84947e-05 2.50109e-05 4.09224e-05 9.64317e-35 0 3.27799e-05 1.08283e-34 4.67043e-05 3.44908e-05 2.37044e-35 0 2.86463e-05 2.19964e-05 Variance: 6.89696e-08 Variances/cluster: 0 6.2346e-08 2.67973e-31 3.68435e-08 6.36054e-08 5.32163e-08 1.13421e-07 7.22633e-08 4.38573e-08 6.86694e-32 0 6.07967e-08 0 2.74699e-06 6.09179e-08 0 0 7.5181e-08 4.09577e-08 -------------------------------------------------------------- Initialization seed trial #688 of 1000; initialization seed = 493578913 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 501558 Distortion: 0.0450309 Distortions/cluster: 9.12399e-06 1.47146e-05 1.31009e-05 1.27749e-35 1.45805e-05 1.65042e-05 4.81569e-35 1.57607e-05 3.35454e-05 1.93736e-05 0.0446389 5.63808e-05 8.03927e-05 1.75388e-05 4.35604e-05 1.08283e-34 1.32174e-05 1.60616e-05 2.81057e-05 Variance: 7.63106e-06 Variances/cluster: 5.92416e-08 6.48171e-08 4.6126e-08 0 3.99432e-08 4.83949e-08 2.67973e-31 3.48656e-08 3.13472e-07 3.41646e-08 0.0422886 6.50086e-08 9.47727e-08 3.77141e-08 2.7222e-06 0 2.20239e-07 3.37398e-08 4.19452e-08 -------------------------------------------------------------- Initialization seed trial #689 of 1000; initialization seed = 493578914 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 501216 Distortion: 0.0450057 Distortions/cluster: 1.08283e-34 1.37663e-05 2.87863e-05 1.27749e-35 2.25077e-05 2.37123e-05 3.57241e-05 2.25278e-05 1.39001e-05 1.93494e-05 2.90326e-05 1.94895e-05 4.81569e-35 9.00842e-06 4.67043e-05 3.07205e-05 3.32645e-05 1.82839e-05 0.0446389 Variance: 7.62679e-06 Variances/cluster: 0 5.73413e-08 6.11124e-08 0 5.93676e-08 4.87864e-08 2.95206e-07 3.65076e-08 7.59336e-08 3.95656e-08 7.5797e-08 5.535e-08 2.67973e-31 5.11677e-08 2.74699e-06 4.3143e-08 3.8948e-08 4.36228e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #690 of 1000; initialization seed = 493578915 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 712784 Distortion: 0.00038792 Distortions/cluster: 2.85287e-05 3.65748e-05 2.86463e-05 0 2.94385e-05 2.05094e-05 1.08283e-34 9.64317e-35 4.74532e-05 2.37044e-35 1.62324e-05 2.28538e-05 1.65791e-05 3.57241e-05 1.27749e-35 4.67043e-05 4.02654e-05 1.84101e-05 4.81569e-35 Variance: 6.5738e-08 Variances/cluster: 4.18887e-08 5.98409e-08 7.5181e-08 0 6.24971e-08 3.51147e-08 0 6.86694e-32 8.47111e-08 0 3.36045e-08 4.79073e-08 3.59602e-08 2.95206e-07 0 2.74699e-06 6.94009e-08 3.88362e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #691 of 1000; initialization seed = 493578916 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 75 BIC score: 555249 Distortion: 0.0132821 Distortions/cluster: 1.29974e-05 1.43486e-05 8.03927e-05 1.03547e-05 1.02346e-05 1.74647e-05 0.000300791 1.50763e-05 1.48683e-05 1.15736e-05 1.8299e-05 2.04017e-05 1.77149e-05 3.56628e-05 5.68468e-05 0.00872182 0 0.00391362 9.59329e-06 Variance: 2.25082e-06 Variances/cluster: 3.35822e-08 3.56895e-08 9.47727e-08 2.608e-08 4.16004e-08 4.20799e-08 1.87971e-05 3.56382e-08 2.43686e-07 6.15563e-08 6.51162e-08 4.71131e-08 3.29235e-08 3.36402e-07 6.54704e-08 0.156503 0 0.00391989 3.30774e-08 -------------------------------------------------------------- Initialization seed trial #692 of 1000; initialization seed = 493578917 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 572346 Distortion: 0.00910269 Distortions/cluster: 4.67839e-05 1.63045e-05 3.68069e-05 2.18494e-05 1.767e-05 1.60872e-05 0 4.81569e-35 4.07957e-05 1.27749e-35 1.08283e-34 2.82516e-05 2.2009e-05 3.67128e-05 2.21668e-05 0.00872182 1.99616e-05 4.35604e-05 1.19074e-05 Variance: 1.54257e-06 Variances/cluster: 8.44208e-08 3.56742e-08 3.14553e-07 5.31568e-08 3.76722e-08 3.35121e-08 0 2.67973e-31 6.98334e-08 0 0 4.19127e-08 4.89047e-08 5.98708e-08 7.29116e-08 0.156503 3.45915e-08 2.7222e-06 6.13734e-08 -------------------------------------------------------------- Initialization seed trial #693 of 1000; initialization seed = 493578918 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 689048 Distortion: 0.000666376 Distortions/cluster: 1.08283e-34 1.58821e-05 0.000307974 2.80848e-05 0 2.93628e-05 1.27749e-35 2.38984e-05 9.64317e-35 3.81075e-05 1.23035e-05 1.17165e-05 4.27307e-05 2.37044e-35 2.94969e-05 9.40624e-06 1.01589e-05 9.61418e-05 1.11117e-05 Variance: 1.12926e-07 Variances/cluster: 0 4.09198e-08 1.71076e-05 5.58295e-08 0 7.56714e-08 0 6.492e-08 6.86694e-32 4.64674e-08 5.18967e-08 7.23025e-08 4.44609e-08 0 6.05637e-08 5.224e-08 4.83602e-08 9.89025e-08 5.36622e-08 -------------------------------------------------------------- Initialization seed trial #694 of 1000; initialization seed = 493578919 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 497333 Distortion: 0.0489392 Distortions/cluster: 4.35604e-05 1.74647e-05 1.01257e-05 4.81569e-35 1.8299e-05 9.76969e-06 1.77661e-05 1.29974e-05 5.63808e-05 0.00391362 8.03927e-05 1.50763e-05 1.15736e-05 1.43486e-05 1.02346e-05 0.0446389 2.04017e-05 3.34171e-05 1.48683e-05 Variance: 8.29338e-06 Variances/cluster: 2.7222e-06 4.20799e-08 3.27663e-08 2.67973e-31 6.51162e-08 2.5912e-08 3.29574e-08 3.35822e-08 6.50086e-08 0.00391989 9.47727e-08 3.56382e-08 6.15563e-08 3.56895e-08 4.16004e-08 0.0422886 4.71131e-08 3.15218e-07 2.43686e-07 -------------------------------------------------------------- Initialization seed trial #695 of 1000; initialization seed = 493578920 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 572349 Distortion: 0.00910287 Distortions/cluster: 1.61261e-05 4.81569e-35 4.07957e-05 3.57241e-05 3.67128e-05 2.55715e-05 1.15639e-05 4.67043e-05 4.67839e-05 1.99421e-05 1.64435e-05 2.04903e-05 1.79171e-05 1.82182e-05 0 2.80572e-05 1.27749e-35 0.00872182 1.08283e-34 Variance: 1.5426e-06 Variances/cluster: 3.52066e-08 2.67973e-31 6.98334e-08 2.95206e-07 5.98708e-08 5.58283e-08 6.18336e-08 2.74699e-06 8.44208e-08 3.45578e-08 3.4183e-08 4.86662e-08 3.79563e-08 6.39187e-08 0 4.17481e-08 0 0.156503 0 -------------------------------------------------------------- Initialization seed trial #696 of 1000; initialization seed = 493578921 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 72 BIC score: 556083 Distortion: 0.0130025 Distortions/cluster: 2.80572e-05 3.25482e-05 2.11772e-05 1.80553e-05 3.57241e-05 0 2.01039e-05 1.66199e-05 1.9604e-05 4.67043e-05 4.81569e-35 1.73934e-05 0.00872182 2.54763e-05 1.13443e-05 1.60884e-05 0.00391362 2.447e-05 3.36824e-05 Variance: 2.20344e-06 Variances/cluster: 4.17481e-08 6.08182e-08 4.8791e-08 3.80876e-08 2.95206e-07 0 3.46578e-08 3.43357e-08 6.40449e-08 2.74699e-06 2.67973e-31 6.37074e-08 0.156503 5.63588e-08 6.13155e-08 3.52012e-08 0.00391989 7.1948e-08 5.91764e-08 -------------------------------------------------------------- Initialization seed trial #697 of 1000; initialization seed = 493578922 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 500126 Distortion: 0.0452703 Distortions/cluster: 3.80553e-05 1.54876e-05 1.23012e-05 2.27413e-05 0.0446389 4.35604e-05 1.25682e-05 1.34522e-05 1.27749e-35 2.54544e-05 2.50544e-05 1.17307e-05 0.00029637 3.36824e-05 1.39676e-05 3.26327e-05 1.53724e-05 1.08283e-34 1.89394e-05 Variance: 7.67163e-06 Variances/cluster: 3.17091e-07 3.10337e-08 3.02959e-08 4.6982e-08 0.0422886 2.7222e-06 4.60326e-08 3.25691e-08 0 7.21029e-08 7.2389e-08 3.41969e-08 7.35351e-07 5.91764e-08 3.38991e-08 6.08624e-08 3.59978e-08 0 6.33222e-08 -------------------------------------------------------------- Initialization seed trial #698 of 1000; initialization seed = 493578923 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 710844 Distortion: 0.00040854 Distortions/cluster: 4.81569e-35 3.78274e-05 8.33627e-05 1.19655e-05 9.64317e-35 6.6306e-05 2.22096e-05 1.27749e-35 2.17842e-05 2.80572e-05 1.78151e-05 1.64397e-05 1.08283e-34 1.59696e-05 2.37044e-35 1.9924e-05 0 4.67043e-05 2.01751e-05 Variance: 6.92324e-08 Variances/cluster: 2.67973e-31 3.00181e-07 9.73555e-08 6.13566e-08 6.86694e-32 7.43933e-08 4.94604e-08 0 7.28513e-08 4.17481e-08 3.78203e-08 3.41751e-08 0 3.50948e-08 0 3.45262e-08 0 2.74699e-06 4.89643e-08 -------------------------------------------------------------- Initialization seed trial #699 of 1000; initialization seed = 493578924 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 555917 Distortion: 0.0130083 Distortions/cluster: 1.46977e-05 2.23093e-05 2.81938e-05 2.53806e-05 4.35604e-05 4.81569e-35 3.82031e-05 2.5573e-05 1.46385e-05 1.576e-05 0.00391362 0.00872182 2.80084e-05 1.61886e-05 1.20227e-05 3.13834e-05 2.33106e-05 0 3.36146e-05 Variance: 2.20442e-06 Variances/cluster: 3.51586e-08 4.71614e-08 6.46595e-08 5.80602e-08 2.7222e-06 2.67973e-31 3.15692e-07 7.45509e-08 3.31909e-08 3.41836e-08 0.00391989 0.156503 4.16136e-08 3.18011e-08 4.65947e-08 7.96278e-08 5.02222e-08 0 7.38549e-08 -------------------------------------------------------------- Initialization seed trial #700 of 1000; initialization seed = 493578925 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 572277 Distortion: 0.00909557 Distortions/cluster: 2.39539e-05 2.04028e-05 3.82031e-05 0 3.36824e-05 2.84588e-05 2.86923e-05 1.81712e-05 1.91536e-05 1.61511e-05 1.08283e-34 1.27749e-35 4.81569e-35 4.35604e-05 2.95309e-05 3.35214e-05 1.68447e-05 0.00872182 2.34275e-05 Variance: 1.54136e-06 Variances/cluster: 7.00189e-08 3.49921e-08 3.15692e-07 0 5.91764e-08 7.48856e-08 4.19442e-08 3.86584e-08 6.36129e-08 3.52613e-08 0 0 2.67973e-31 2.7222e-06 6.28266e-08 6.22874e-08 3.45149e-08 0.156503 4.88029e-08 -------------------------------------------------------------- Initialization seed trial #701 of 1000; initialization seed = 493578926 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 496425 Distortion: 0.0491749 Distortions/cluster: 1.5909e-05 7.91654e-06 2.84588e-05 3.05004e-05 4.35604e-05 2.90434e-05 9.76178e-06 2.3488e-05 0.00391362 0.0446389 1.65273e-05 1.27688e-05 1.85706e-05 1.62843e-05 2.20445e-05 2.05094e-05 0.000302301 9.45125e-06 1.5215e-05 Variance: 8.33331e-06 Variances/cluster: 5.01701e-08 4.91552e-08 7.48856e-08 4.44573e-08 2.7222e-06 6.20536e-08 5.19077e-08 4.88272e-08 0.00391989 0.0422886 3.59257e-08 7.50878e-08 3.90922e-08 3.36423e-08 6.12146e-08 3.51147e-08 2.62841e-06 5.19133e-08 4.09973e-08 -------------------------------------------------------------- Initialization seed trial #702 of 1000; initialization seed = 493578927 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 570995 Distortion: 0.00937425 Distortions/cluster: 1.36908e-05 1.50258e-05 0.000300791 0.00872182 5.68468e-05 3.56628e-05 1.08283e-34 1.23293e-05 8.03927e-05 2.16691e-05 1.10401e-05 1.32174e-05 1.55069e-05 2.86463e-05 2.50941e-05 1.27749e-35 8.34533e-06 1.41731e-05 0 Variance: 1.58859e-06 Variances/cluster: 3.41386e-08 3.62907e-08 1.87971e-05 0.156503 6.54704e-08 3.36402e-07 0 3.01425e-08 9.47727e-08 4.61987e-08 2.99969e-08 2.20239e-07 3.64837e-08 7.5181e-08 5.5269e-08 0 3.13698e-08 3.4149e-08 0 -------------------------------------------------------------- Initialization seed trial #703 of 1000; initialization seed = 493578928 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 572381 Distortion: 0.00911359 Distortions/cluster: 1.27749e-35 2.02889e-05 2.11957e-05 7.65225e-05 2.22531e-05 1.44798e-05 1.08283e-34 2.29397e-05 2.43816e-05 0.00872182 4.81569e-35 4.67043e-05 2.42703e-05 4.06528e-05 1.72269e-05 0 1.15575e-05 2.34427e-05 2.58511e-05 Variance: 1.54441e-06 Variances/cluster: 0 4.78358e-08 7.11044e-08 1.14888e-07 3.62386e-08 5.81331e-08 0 4.14035e-08 5.42972e-08 0.156503 2.67973e-31 2.74699e-06 6.23709e-08 4.37089e-08 6.3563e-08 0 6.17997e-08 5.97836e-08 5.61933e-08 -------------------------------------------------------------- Initialization seed trial #704 of 1000; initialization seed = 493578929 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 570962 Distortion: 0.00934828 Distortions/cluster: 0 2.31671e-05 1.27749e-35 2.1299e-05 1.97345e-05 1.94513e-05 2.21743e-05 3.11492e-05 0.000300791 1.44798e-05 3.26746e-05 1.41692e-05 1.08283e-34 3.85802e-05 2.63772e-05 0.00872182 1.82428e-05 2.11511e-05 2.30234e-05 Variance: 1.58419e-06 Variances/cluster: 0 5.87803e-08 0 4.61975e-08 4.04356e-08 4.67428e-08 3.61693e-08 4.344e-08 1.87971e-05 5.81331e-08 3.85735e-08 9.90769e-08 0 3.38384e-07 7.30613e-08 0.156503 4.64155e-08 7.11937e-08 5.88645e-08 -------------------------------------------------------------- Initialization seed trial #705 of 1000; initialization seed = 493578930 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 570640 Distortion: 0.00936242 Distortions/cluster: 3.54457e-05 0.000300791 8.35219e-06 0 1.21877e-05 1.08283e-34 4.08979e-05 1.01601e-05 1.46966e-05 2.40634e-05 2.6331e-05 1.4095e-05 0.00872182 3.98274e-05 2.96415e-05 1.27749e-35 4.90368e-05 2.29885e-05 1.20899e-05 Variance: 1.58658e-06 Variances/cluster: 5.95531e-08 1.87971e-05 3.58432e-08 0 3.58429e-08 0 3.37961e-07 2.65949e-08 3.5072e-08 7.13991e-08 4.06935e-08 3.07046e-08 0.156503 6.86459e-08 6.72088e-08 0 8.51064e-08 4.7591e-08 4.46073e-08 -------------------------------------------------------------- Initialization seed trial #706 of 1000; initialization seed = 493578931 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 74 BIC score: 572810 Distortion: 0.00911869 Distortions/cluster: 2.83184e-05 1.66199e-05 4.81569e-35 1.8972e-05 1.48683e-05 4.35604e-05 0 2.28415e-05 1.59272e-05 1.60884e-05 3.34171e-05 2.01039e-05 5.63808e-05 8.03927e-05 1.82575e-05 1.1123e-05 1.08283e-34 0.00872182 1.27749e-35 Variance: 1.54528e-06 Variances/cluster: 4.20117e-08 3.43357e-08 2.67973e-31 4.35098e-08 2.43686e-07 2.7222e-06 0 5.13249e-08 5.96481e-08 3.52012e-08 3.15218e-07 3.46578e-08 6.50086e-08 9.47727e-08 3.83525e-08 6.07761e-08 0 0.156503 0 -------------------------------------------------------------- Initialization seed trial #707 of 1000; initialization seed = 493578932 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 556278 Distortion: 0.013001 Distortions/cluster: 3.26941e-05 0 4.67043e-05 2.22198e-05 3.04905e-05 2.20421e-05 3.57241e-05 1.45841e-05 0.00391362 4.81569e-35 1.88043e-05 2.08381e-05 2.337e-05 1.15575e-05 2.1165e-05 0.00872182 1.72269e-05 2.58158e-05 2.22806e-05 Variance: 2.20318e-06 Variances/cluster: 3.86421e-08 0 2.74699e-06 3.62434e-08 4.31228e-08 4.96399e-08 2.95206e-07 5.83178e-08 0.00391989 2.67973e-31 3.86882e-08 4.9015e-08 5.97508e-08 6.17997e-08 7.10012e-08 0.156503 6.3563e-08 5.63618e-08 5.78527e-08 -------------------------------------------------------------- Initialization seed trial #708 of 1000; initialization seed = 493578933 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 689249 Distortion: 0.000655838 Distortions/cluster: 2.14263e-05 1.92126e-05 3.25482e-05 1.33958e-05 3.63322e-05 1.27749e-35 0 1.69263e-05 1.74136e-05 2.46453e-05 0.000307974 3.48071e-05 9.64317e-35 2.36001e-05 2.37044e-35 9.46586e-06 1.08283e-34 7.32265e-05 2.4864e-05 Variance: 1.1114e-07 Variances/cluster: 3.56469e-08 6.35975e-08 6.08182e-08 4.61886e-08 3.99221e-08 0 0 7.39082e-08 4.45322e-08 4.07323e-08 1.71076e-05 6.09382e-08 6.86694e-32 5.91426e-08 0 5.91566e-08 0 1.34102e-07 7.22565e-08 -------------------------------------------------------------- Initialization seed trial #709 of 1000; initialization seed = 493578934 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 496088 Distortion: 0.049177 Distortions/cluster: 3.57241e-05 1.53724e-05 1.38265e-05 1.17307e-05 1.23012e-05 2.94354e-05 4.67043e-05 0.000296459 2.524e-05 1.18944e-05 1.24608e-05 2.34855e-05 1.54876e-05 2.59451e-05 1.26044e-05 0.00391362 2.2346e-05 0.0446389 1.34522e-05 Variance: 8.33367e-06 Variances/cluster: 2.95206e-07 3.59978e-08 3.36382e-08 3.41969e-08 3.02959e-08 5.75847e-08 2.74699e-06 7.37401e-07 7.19032e-08 5.55635e-08 5.19036e-08 6.96683e-08 3.10337e-08 5.80241e-08 4.59968e-08 0.00391989 4.60702e-08 0.0422886 3.25691e-08 -------------------------------------------------------------- Initialization seed trial #710 of 1000; initialization seed = 493578935 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 570627 Distortion: 0.00936169 Distortions/cluster: 0 2.30585e-05 2.82137e-05 2.15545e-05 2.04028e-05 1.68447e-05 1.12608e-05 1.83653e-05 4.67043e-05 1.08283e-34 1.60306e-05 1.61511e-05 2.50039e-05 0.000293419 1.27749e-35 3.57241e-05 3.33079e-05 3.38285e-05 0.00872182 Variance: 1.58646e-06 Variances/cluster: 0 4.85398e-08 4.17945e-08 4.75663e-08 3.49921e-08 3.45149e-08 6.11949e-08 3.84175e-08 2.74699e-06 0 6.18894e-08 3.52613e-08 5.82649e-08 7.12123e-07 0 2.95206e-07 8.00416e-08 7.48182e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #711 of 1000; initialization seed = 493578936 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 81 BIC score: 688358 Distortion: 0.000670481 Distortions/cluster: 1.08283e-34 1.82502e-05 2.37044e-35 1.44071e-05 1.51461e-05 3.78274e-05 8.33627e-05 0 2.05731e-05 6.6306e-05 4.67043e-05 1.27749e-35 9.64317e-35 1.5378e-05 0.000285221 1.89163e-05 1.34724e-05 1.49945e-05 1.99217e-05 Variance: 1.13622e-07 Variances/cluster: 0 6.70907e-08 0 3.56581e-08 3.6059e-08 3.00181e-07 9.73555e-08 0 4.8517e-08 7.43933e-08 2.74699e-06 0 6.86694e-32 3.2304e-08 1.34528e-06 3.37149e-08 3.38473e-08 3.60409e-08 4.65421e-08 -------------------------------------------------------------- Initialization seed trial #712 of 1000; initialization seed = 493578937 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 77 BIC score: 602998 Distortion: 0.00453696 Distortions/cluster: 1.56942e-05 1.85264e-05 0.000300791 1.68447e-05 2.9662e-05 3.60168e-05 1.94952e-05 2.76472e-05 0.00391362 2.04028e-05 9.64317e-35 2.8329e-05 0 2.28942e-05 2.80142e-05 2.19939e-05 2.08768e-05 2.37044e-35 1.61511e-05 Variance: 7.68846e-07 Variances/cluster: 2.6595e-07 3.86734e-08 1.87971e-05 3.45149e-08 5.60539e-08 3.36566e-07 6.41085e-08 7.29419e-08 0.00391989 3.49921e-08 6.86694e-32 5.10264e-08 0 5.07591e-08 4.14376e-08 6.5633e-08 4.33989e-08 0 3.52613e-08 -------------------------------------------------------------- Initialization seed trial #713 of 1000; initialization seed = 493578938 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 69 BIC score: 570734 Distortion: 0.00935456 Distortions/cluster: 0 2.28093e-05 2.11542e-05 2.36116e-05 1.08283e-34 3.36824e-05 1.22168e-05 3.35214e-05 1.93501e-05 4.67043e-05 1.94952e-05 2.38544e-05 2.76225e-05 0.00872182 1.57403e-05 1.27749e-35 1.75993e-05 1.47424e-05 0.000300632 Variance: 1.58525e-06 Variances/cluster: 0 4.82186e-08 3.55492e-08 6.96288e-08 0 5.91764e-08 6.20088e-08 6.22874e-08 5.03863e-08 2.74699e-06 6.41085e-08 7.22805e-08 3.62945e-08 0.156503 3.66874e-08 0 4.03618e-08 3.5866e-08 2.56921e-06 -------------------------------------------------------------- Initialization seed trial #714 of 1000; initialization seed = 493578939 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 500544 Distortion: 0.045259 Distortions/cluster: 1.34989e-05 1.84268e-05 2.00026e-05 1.95196e-05 0.0446389 3.93166e-05 2.98982e-05 1.08283e-34 2.13826e-05 2.34335e-05 1.44798e-05 1.44678e-05 2.04898e-05 0.000300791 1.27749e-35 2.31671e-05 8.99219e-06 3.10779e-05 2.11511e-05 Variance: 7.66972e-06 Variances/cluster: 4.62255e-08 3.83854e-08 4.79523e-08 5.21869e-08 0.0422886 3.38897e-07 4.30153e-08 0 3.5693e-08 5.97603e-08 5.81331e-08 6.373e-08 5.50751e-08 1.87971e-05 0 5.87803e-08 5.91541e-08 3.75758e-08 7.11937e-08 -------------------------------------------------------------- Initialization seed trial #715 of 1000; initialization seed = 493578940 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 500276 Distortion: 0.0452615 Distortions/cluster: 1.27749e-35 2.34855e-05 0.0446389 2.86589e-05 2.27274e-05 1.24608e-05 1.18944e-05 9.60684e-06 1.52149e-05 1.61699e-05 2.80194e-05 2.59451e-05 2.8353e-05 1.42537e-05 1.5706e-05 2.94354e-05 0.000300791 1.08283e-34 3.98094e-05 Variance: 7.67013e-06 Variances/cluster: 0 6.96683e-08 0.0422886 6.33994e-08 4.8455e-08 5.19036e-08 5.55635e-08 4.2883e-08 3.11107e-08 3.67463e-08 4.18789e-08 5.80241e-08 7.48041e-08 3.27642e-08 3.41405e-08 5.75847e-08 1.87971e-05 0 3.40212e-07 -------------------------------------------------------------- Initialization seed trial #716 of 1000; initialization seed = 493578941 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 91 BIC score: 570973 Distortion: 0.00934847 Distortions/cluster: 2.5213e-05 3.31983e-05 1.97462e-05 1.60264e-05 2.27091e-05 3.89873e-05 1.08283e-34 1.79463e-05 0.000300791 2.86463e-05 1.78423e-05 2.95988e-05 1.27749e-35 2.23668e-05 1.05872e-05 1.14431e-05 3.15515e-05 0 0.00872182 Variance: 1.58422e-06 Variances/cluster: 5.17675e-08 3.88704e-08 4.07099e-08 4.08703e-08 5.94284e-08 3.38981e-07 0 6.59582e-08 1.87971e-05 7.5181e-08 6.43924e-08 6.24396e-08 0 3.63646e-08 4.87732e-08 5.49975e-08 4.35155e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #717 of 1000; initialization seed = 493578942 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 500596 Distortion: 0.0452604 Distortions/cluster: 2.30313e-05 3.98094e-05 2.88814e-05 0.000300791 0.0446389 1.27749e-35 1.91944e-05 1.69176e-05 1.63444e-05 2.20758e-05 2.14162e-05 3.11934e-05 2.99582e-05 1.08283e-34 2.01916e-05 9.19694e-06 1.84618e-05 1.08941e-05 1.31631e-05 Variance: 7.66996e-06 Variances/cluster: 7.37953e-08 3.40212e-07 5.86827e-08 1.87971e-05 0.0422886 0 6.439e-08 4.49898e-08 7.16805e-08 4.89328e-08 3.56896e-08 3.76699e-08 4.30397e-08 0 5.50129e-08 5.933e-08 3.83784e-08 5.52826e-08 4.61825e-08 -------------------------------------------------------------- Initialization seed trial #718 of 1000; initialization seed = 493578943 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 602773 Distortion: 0.00456933 Distortions/cluster: 2.47531e-05 1.19853e-05 4.67043e-05 1.13888e-05 2.51166e-05 1.15046e-05 1.12945e-05 4.06466e-05 1.96863e-05 7.4489e-05 1.71648e-05 1.9231e-05 0 0.000294051 2.37044e-35 2.52519e-05 2.24379e-05 9.64317e-35 0.00391362 Variance: 7.74331e-07 Variances/cluster: 6.18624e-08 5.70549e-08 2.74699e-06 5.47362e-08 4.22088e-08 5.02224e-08 6.1378e-08 4.36552e-08 4.44241e-08 1.18981e-07 6.17392e-08 7.33777e-08 0 6.75923e-07 0 5.41838e-08 3.6421e-08 6.86694e-32 0.00391989 -------------------------------------------------------------- Initialization seed trial #719 of 1000; initialization seed = 493578944 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 554825 Distortion: 0.0132543 Distortions/cluster: 0.00872182 0.00391362 2.81897e-05 1.80553e-05 2.2435e-05 2.11957e-05 2.18326e-05 0.000300791 2.31325e-05 1.14416e-05 1.70193e-05 2.15942e-05 1.60329e-05 2.57541e-05 1.44798e-05 2.00977e-05 4.00975e-05 0 1.66812e-05 Variance: 2.24611e-06 Variances/cluster: 0.156503 0.00391989 4.1883e-08 3.80876e-08 5.13341e-08 7.11044e-08 5.6837e-08 1.87971e-05 5.91436e-08 6.15088e-08 6.35001e-08 5.05556e-08 3.50799e-08 5.64735e-08 5.81331e-08 3.4707e-08 3.36915e-07 0 3.43912e-08 -------------------------------------------------------------- Initialization seed trial #720 of 1000; initialization seed = 493578945 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 511402 Distortion: 0.0360127 Distortions/cluster: 1.05384e-05 0.0356196 3.88532e-05 2.37044e-35 2.2113e-05 2.86463e-05 1.54973e-05 2.97415e-05 2.61316e-05 1.8614e-05 1.08283e-34 7.70819e-05 4.67043e-05 1.80048e-05 1.13485e-05 1.27749e-35 2.39824e-05 4.81569e-35 2.58452e-05 Variance: 6.10281e-06 Variances/cluster: 4.87733e-08 0.035575 4.17291e-08 0 4.10982e-08 7.5181e-08 3.97238e-08 6.2346e-08 5.32163e-08 6.48368e-08 0 1.12028e-07 2.74699e-06 6.66632e-08 5.48063e-08 0 6.29252e-08 2.67973e-31 4.12815e-08 -------------------------------------------------------------- Initialization seed trial #721 of 1000; initialization seed = 493578946 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 72 BIC score: 572360 Distortion: 0.00910286 Distortions/cluster: 3.67128e-05 4.67043e-05 1.08283e-34 2.80572e-05 1.27749e-35 1.66199e-05 4.81569e-35 1.60884e-05 1.70273e-05 4.67839e-05 2.17607e-05 4.07957e-05 3.57241e-05 2.01039e-05 0.00872182 2.52294e-05 0 1.13353e-05 1.80982e-05 Variance: 1.5426e-06 Variances/cluster: 5.98708e-08 2.74699e-06 0 4.17481e-08 0 3.43357e-08 2.67973e-31 3.52012e-08 6.37677e-08 8.44208e-08 4.8896e-08 6.98334e-08 2.95206e-07 3.46578e-08 0.156503 5.65636e-08 0 6.12668e-08 3.80977e-08 -------------------------------------------------------------- Initialization seed trial #722 of 1000; initialization seed = 493578947 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 572413 Distortion: 0.00910177 Distortions/cluster: 4.67839e-05 0.00872182 2.12764e-05 4.67043e-05 1.52107e-05 1.66506e-05 1.54424e-05 3.67128e-05 1.93661e-05 4.81569e-35 1.27749e-35 0 2.94273e-05 3.57241e-05 2.22389e-05 1.25053e-05 2.11134e-05 1.08283e-34 4.07957e-05 Variance: 1.54241e-06 Variances/cluster: 8.44208e-08 0.156503 3.56348e-08 2.74699e-06 3.79281e-08 3.70806e-08 3.52535e-08 5.98708e-08 7.41939e-08 2.67973e-31 0 0 3.74837e-08 2.95206e-07 5.00835e-08 6.12955e-08 4.88692e-08 0 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #723 of 1000; initialization seed = 493578948 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 511487 Distortion: 0.0359931 Distortions/cluster: 4.67043e-05 1.72269e-05 3.57241e-05 3.26941e-05 2.43786e-05 3.36824e-05 1.96949e-05 1.88043e-05 3.25482e-05 1.08283e-34 1.15575e-05 2.22198e-05 4.81569e-35 2.20421e-05 2.58158e-05 0.0356196 1.27749e-35 2.37044e-35 3.04905e-05 Variance: 6.0995e-06 Variances/cluster: 2.74699e-06 6.3563e-08 2.95206e-07 3.86421e-08 7.18907e-08 5.91764e-08 6.41321e-08 3.86882e-08 6.08182e-08 0 6.17997e-08 3.62434e-08 2.67973e-31 4.96399e-08 5.63618e-08 0.035575 0 0 4.31228e-08 -------------------------------------------------------------- Initialization seed trial #724 of 1000; initialization seed = 493578949 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 689568 Distortion: 0.000657864 Distortions/cluster: 0.000283277 1.78356e-05 3.53035e-05 1.89988e-05 4.90368e-05 3.25821e-05 3.99696e-05 0 4.35604e-05 1.27749e-35 2.37044e-35 1.08283e-34 3.77306e-05 3.06655e-05 2.63605e-05 9.64317e-35 0 2.04829e-05 2.2061e-05 Variance: 1.11483e-07 Variances/cluster: 9.25664e-07 6.32416e-08 5.95142e-08 3.93313e-08 8.51064e-08 3.85553e-08 6.86544e-08 0 2.7222e-06 0 0 0 3.14386e-07 4.31263e-08 7.55256e-08 6.86694e-32 0 4.7853e-08 3.61021e-08 -------------------------------------------------------------- Initialization seed trial #725 of 1000; initialization seed = 493578950 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 688809 Distortion: 0.000662489 Distortions/cluster: 1.08283e-34 3.85916e-05 0 2.29829e-05 2.53737e-05 1.05052e-05 2.71031e-05 1.62756e-05 1.8334e-05 2.87715e-05 7.69072e-05 1.75172e-05 1.27749e-35 2.41432e-05 1.16436e-05 9.64317e-35 4.67043e-05 0.000297636 2.37044e-35 Variance: 1.12267e-07 Variances/cluster: 0 4.11827e-08 0 3.68864e-08 4.2356e-08 4.86193e-08 5.3243e-08 4.09832e-08 6.83888e-08 7.51155e-08 1.23435e-07 6.36789e-08 0 6.2689e-08 5.51654e-08 6.86694e-32 2.74699e-06 6.49808e-07 0 -------------------------------------------------------------- Initialization seed trial #726 of 1000; initialization seed = 493578951 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 554978 Distortion: 0.0132601 Distortions/cluster: 1.38703e-05 2.23909e-05 0.000292986 1.74437e-05 1.65572e-05 2.854e-05 1.43989e-05 4.35604e-05 1.6811e-05 2.05663e-05 3.30311e-05 1.69513e-05 2.2375e-05 0.00391362 0 1.83203e-05 1.9041e-05 0.00872182 2.78004e-05 Variance: 2.24709e-06 Variances/cluster: 2.39088e-07 4.40726e-08 6.87705e-07 4.5769e-08 3.38563e-08 4.15999e-08 5.80413e-08 2.7222e-06 4.13931e-08 3.52122e-08 3.14546e-07 3.6373e-08 5.75009e-08 0.00391989 0 3.86467e-08 6.49662e-08 0.156503 7.51301e-08 -------------------------------------------------------------- Initialization seed trial #727 of 1000; initialization seed = 493578952 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 555907 Distortion: 0.0130215 Distortions/cluster: 1.80048e-05 1.54973e-05 2.39824e-05 4.67043e-05 0.00391362 2.07823e-05 0.00872182 2.86463e-05 0 4.81569e-35 2.56419e-05 1.05384e-05 2.09496e-05 2.94324e-05 7.51969e-05 1.13485e-05 2.01498e-05 1.8614e-05 2.05317e-05 Variance: 2.20665e-06 Variances/cluster: 6.66632e-08 3.97238e-08 6.29252e-08 2.74699e-06 0.00391989 3.54002e-08 0.156503 7.5181e-08 0 2.67973e-31 5.26481e-08 4.87733e-08 4.01294e-08 6.24842e-08 1.12057e-07 5.48063e-08 3.98971e-08 6.48368e-08 4.0493e-08 -------------------------------------------------------------- Initialization seed trial #728 of 1000; initialization seed = 493578953 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 570982 Distortion: 0.00934998 Distortions/cluster: 1.63556e-05 0.000300791 3.93166e-05 9.35027e-06 1.82738e-05 2.1144e-05 1.27749e-35 2.51399e-05 1.8854e-05 3.26327e-05 0.00872182 1.32361e-05 3.11417e-05 3.36824e-05 0 2.14162e-05 1.08283e-34 1.69308e-05 2.98982e-05 Variance: 1.58447e-06 Variances/cluster: 4.32651e-08 1.87971e-05 3.38897e-07 5.91739e-08 3.81462e-08 5.79234e-08 0 7.24266e-08 6.32482e-08 6.08624e-08 0.156503 4.6115e-08 3.7653e-08 5.91764e-08 0 3.56896e-08 0 7.3928e-08 4.30153e-08 -------------------------------------------------------------- Initialization seed trial #729 of 1000; initialization seed = 493578954 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 556214 Distortion: 0.0130327 Distortions/cluster: 4.81569e-35 4.67043e-05 8.25372e-06 1.22872e-05 1.37269e-05 8.33627e-05 1.42676e-05 2.20816e-05 1.20665e-05 0.00391362 1.96393e-05 1.14329e-05 1.46478e-05 3.78274e-05 0 2.01212e-05 6.6306e-05 0.00872182 1.45782e-05 Variance: 2.20857e-06 Variances/cluster: 2.67973e-31 2.74699e-06 3.24912e-08 6.14306e-08 3.40589e-08 9.73555e-08 3.40485e-08 5.00676e-08 2.9865e-08 0.00391989 7.38266e-08 2.97698e-08 3.57232e-08 3.00181e-07 0 4.79032e-08 7.43933e-08 0.156503 3.57273e-08 -------------------------------------------------------------- Initialization seed trial #730 of 1000; initialization seed = 493578955 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 572536 Distortion: 0.00909529 Distortions/cluster: 2.94354e-05 4.81569e-35 3.33853e-05 2.2302e-05 1.22387e-05 2.35247e-05 1.08283e-34 2.86463e-05 2.95988e-05 3.57241e-05 1.18944e-05 2.56707e-05 0 3.11248e-05 2.39826e-05 4.67043e-05 1.92403e-05 1.27749e-35 0.00872182 Variance: 1.54131e-06 Variances/cluster: 5.75847e-08 2.67973e-31 3.89981e-08 3.63182e-08 5.16234e-08 4.86004e-08 0 7.5181e-08 6.24396e-08 2.95206e-07 5.55635e-08 5.71548e-08 0 4.31652e-08 7.09323e-08 2.74699e-06 3.98312e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #731 of 1000; initialization seed = 493578956 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 75 BIC score: 500304 Distortion: 0.0452684 Distortions/cluster: 1.27749e-35 1.52328e-05 1.15687e-05 2.86012e-05 2.39841e-05 1.67318e-05 0.0446389 1.08283e-34 1.74003e-05 1.03559e-05 1.89739e-05 2.88572e-05 0.000296519 1.97819e-05 1.82397e-05 3.57241e-05 2.228e-05 4.67043e-05 1.85751e-05 Variance: 7.67132e-06 Variances/cluster: 0 3.96559e-08 5.50715e-08 7.50627e-08 4.81566e-08 3.66089e-08 0.0422886 0 3.45214e-08 4.86037e-08 6.9226e-08 4.20011e-08 6.76928e-07 3.44592e-08 3.8558e-08 2.95206e-07 5.84584e-08 2.74699e-06 6.47015e-08 -------------------------------------------------------------- Initialization seed trial #732 of 1000; initialization seed = 493578957 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 505702 Distortion: 0.0401599 Distortions/cluster: 2.11957e-05 1.44171e-05 2.31671e-05 2.69804e-05 2.3009e-05 1.9518e-05 2.11566e-05 1.65122e-05 2.85764e-05 0.0356196 2.61124e-05 4.67043e-05 0.00391362 1.45988e-05 2.03826e-05 3.57241e-05 1.44798e-05 0.000274238 2.37044e-35 Variance: 6.80562e-06 Variances/cluster: 7.11044e-08 3.49899e-08 5.87803e-08 6.62858e-08 5.91302e-08 5.04294e-08 3.55533e-08 3.69368e-08 3.69172e-08 0.035575 5.50849e-08 2.74699e-06 0.00391989 3.60428e-08 4.86301e-08 2.95206e-07 5.81331e-08 2.47039e-06 0 -------------------------------------------------------------- Initialization seed trial #733 of 1000; initialization seed = 493578958 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 688812 Distortion: 0.000678689 Distortions/cluster: 4.44724e-05 1.37031e-05 1.72517e-05 4.72422e-05 1.08283e-34 9.3938e-05 1.05465e-05 4.8904e-05 1.00365e-05 4.18146e-05 0 1.39524e-05 1.01903e-05 9.64317e-35 1.86626e-05 0.000307974 1.27749e-35 2.37044e-35 0 Variance: 1.15012e-07 Variances/cluster: 4.47369e-08 7.48575e-08 4.95579e-08 8.00651e-08 0 1.00352e-07 5.35184e-08 5.15265e-08 4.87054e-08 6.30633e-08 0 3.58557e-08 5.38996e-08 6.86694e-32 7.77351e-08 1.71076e-05 0 0 0 -------------------------------------------------------------- Initialization seed trial #734 of 1000; initialization seed = 493578959 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 556278 Distortion: 0.0130008 Distortions/cluster: 2.11957e-05 2.23564e-05 0.00872182 0.00391362 4.35604e-05 2.25796e-05 1.25053e-05 3.82031e-05 3.10037e-05 2.31671e-05 2.20098e-05 4.81569e-35 1.44798e-05 2.3009e-05 3.2776e-05 2.03826e-05 0 1.86776e-05 1.9419e-05 Variance: 2.20315e-06 Variances/cluster: 7.11044e-08 5.08054e-08 0.156503 0.00391989 2.7222e-06 5.00614e-08 6.12955e-08 3.15692e-07 4.31769e-08 5.87803e-08 3.60185e-08 2.67973e-31 5.81331e-08 5.91302e-08 3.86475e-08 4.86301e-08 0 3.89891e-08 7.41129e-08 -------------------------------------------------------------- Initialization seed trial #735 of 1000; initialization seed = 493578960 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 572838 Distortion: 0.00910263 Distortions/cluster: 3.00268e-05 4.84821e-05 0.00872182 3.03365e-05 4.67043e-05 1.14431e-05 3.71755e-05 1.85751e-05 1.80048e-05 3.62143e-05 2.27091e-05 1.27749e-35 2.51325e-05 1.53372e-05 1.04816e-05 1.08283e-34 3.01919e-05 0 4.81569e-35 Variance: 1.54256e-06 Variances/cluster: 7.58193e-08 4.88196e-08 0.156503 6.09117e-08 2.74699e-06 5.49975e-08 4.08486e-08 6.47015e-08 6.66632e-08 2.96805e-07 5.94284e-08 0 5.12861e-08 3.97207e-08 4.87359e-08 0 4.15819e-08 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #736 of 1000; initialization seed = 493578961 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 497396 Distortion: 0.048911 Distortions/cluster: 0.00391362 4.81569e-35 1.41226e-05 8.59117e-06 3.17164e-05 0.0446389 3.10443e-05 1.83223e-05 3.28529e-05 2.3447e-05 1.83681e-05 1.46111e-05 1.151e-05 4.35604e-05 2.14162e-05 3.0277e-05 3.00298e-05 9.85554e-06 1.87447e-05 Variance: 8.2886e-06 Variances/cluster: 0.00391989 2.67973e-31 3.76571e-08 5.84383e-08 5.66179e-08 0.0422886 3.75806e-08 3.81677e-08 3.12848e-07 6.77447e-08 5.17363e-08 4.77449e-08 5.48052e-08 2.7222e-06 3.56896e-08 5.66802e-08 4.30806e-08 2.18977e-07 6.33065e-08 -------------------------------------------------------------- Initialization seed trial #737 of 1000; initialization seed = 493578962 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 570999 Distortion: 0.00934846 Distortions/cluster: 1.94895e-05 2.23287e-05 2.93403e-05 0.000300791 3.25882e-05 1.88122e-05 8.6007e-06 1.37663e-05 3.00268e-05 1.43097e-05 0.00872182 0 1.27749e-35 4.00975e-05 1.82839e-05 3.10648e-05 2.46373e-05 1.08283e-34 2.25077e-05 Variance: 1.58422e-06 Variances/cluster: 5.535e-08 3.63027e-08 6.03661e-08 1.87971e-05 3.85625e-08 3.87843e-08 5.0576e-08 5.73413e-08 7.58193e-08 7.569e-08 0.156503 0 0 3.36915e-07 4.36228e-08 4.34434e-08 5.19727e-08 0 5.93676e-08 -------------------------------------------------------------- Initialization seed trial #738 of 1000; initialization seed = 493578963 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 556151 Distortion: 0.0130114 Distortions/cluster: 1.56041e-05 1.60011e-05 1.94145e-05 9.12399e-06 4.07957e-05 4.67043e-05 1.79057e-05 0.00872182 1.50597e-05 1.71429e-05 3.57241e-05 4.67839e-05 2.79035e-05 3.67128e-05 1.32763e-05 0.00391362 1.78482e-05 0 4.81569e-35 Variance: 2.20496e-06 Variances/cluster: 3.29867e-08 3.53975e-08 3.42368e-08 5.92416e-08 6.98334e-08 2.74699e-06 5.11545e-08 0.156503 6.63372e-08 3.71024e-08 2.95206e-07 8.44208e-08 4.1768e-08 5.98708e-08 4.64167e-08 0.00391989 4.81042e-08 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #739 of 1000; initialization seed = 493578964 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 572341 Distortion: 0.00910269 Distortions/cluster: 1.66166e-05 4.07957e-05 1.57774e-05 3.67128e-05 2.17842e-05 4.81569e-35 3.82031e-05 0 4.67839e-05 2.04647e-05 1.79504e-05 4.35604e-05 1.19655e-05 1.08283e-34 2.21805e-05 1.27749e-35 2.81616e-05 0.00872182 1.9917e-05 Variance: 1.54257e-06 Variances/cluster: 3.57315e-08 6.98334e-08 3.34237e-08 5.98708e-08 7.28513e-08 2.67973e-31 3.15692e-07 0 8.44208e-08 4.97879e-08 3.80269e-08 2.7222e-06 6.13566e-08 0 4.9506e-08 0 4.17792e-08 0.156503 3.45741e-08 -------------------------------------------------------------- Initialization seed trial #740 of 1000; initialization seed = 493578965 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 500886 Distortion: 0.0450127 Distortions/cluster: 1.93661e-05 4.04474e-05 1.57567e-05 1.43537e-05 3.55836e-05 1.46665e-05 1.27749e-35 4.67043e-05 2.04982e-05 4.81569e-35 4.75489e-05 1.43588e-05 0.0446389 1.08283e-34 2.18899e-05 1.94102e-05 3.62982e-05 1.25053e-05 1.43852e-05 Variance: 7.62798e-06 Variances/cluster: 7.41939e-08 6.93558e-08 3.63864e-08 3.42539e-08 2.96496e-07 3.70329e-08 0 2.74699e-06 4.82266e-08 2.67973e-31 8.47307e-08 3.42662e-08 0.0422886 0 4.99728e-08 3.4169e-08 5.97798e-08 6.12955e-08 3.2107e-08 -------------------------------------------------------------- Initialization seed trial #741 of 1000; initialization seed = 493578966 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 572551 Distortion: 0.00912623 Distortions/cluster: 1.27749e-35 6.73163e-05 1.08283e-34 3.90357e-05 4.35604e-05 1.17609e-05 0.00872182 1.24524e-05 1.67513e-05 8.366e-05 4.81569e-35 0 2.85183e-05 1.60403e-05 2.52411e-05 7.88064e-06 1.66819e-05 1.45213e-05 2.09873e-05 Variance: 1.54656e-06 Variances/cluster: 0 7.54422e-08 0 3.17326e-07 2.7222e-06 6.18941e-08 0.156503 3.02208e-08 6.32076e-08 9.74749e-08 2.67973e-31 0 4.1935e-08 3.49431e-08 5.64631e-08 3.36741e-08 3.69033e-08 3.27028e-08 4.90314e-08 -------------------------------------------------------------- Initialization seed trial #742 of 1000; initialization seed = 493578967 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 65 BIC score: 572110 Distortion: 0.00911483 Distortions/cluster: 7.09041e-05 0 2.3626e-05 2.18444e-05 1.84003e-05 4.81569e-35 2.22783e-05 2.36116e-05 1.27749e-35 2.00651e-05 2.48686e-05 3.34782e-05 0.00872182 2.10932e-05 3.47396e-05 1.17906e-05 1.96059e-05 4.67043e-05 1.08283e-34 Variance: 1.54462e-06 Variances/cluster: 1.214e-07 0 4.05906e-08 4.12901e-08 3.86527e-08 2.67973e-31 5.47329e-08 6.96288e-08 0 3.47107e-08 5.32474e-08 6.22071e-08 0.156503 6.61179e-08 6.09267e-08 6.23788e-08 6.42612e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #743 of 1000; initialization seed = 493578968 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 556330 Distortion: 0.0130241 Distortions/cluster: 4.07238e-05 7.44118e-05 0 2.29382e-05 3.00268e-05 2.93403e-05 2.58561e-05 9.7461e-06 1.48286e-05 0.00872182 4.67043e-05 1.65084e-05 8.87334e-06 0.00391362 7.48472e-06 2.51166e-05 4.81569e-35 2.25053e-05 1.35745e-05 Variance: 2.2071e-06 Variances/cluster: 4.36913e-08 1.19048e-07 0 6.33443e-08 7.58193e-08 6.03661e-08 5.3862e-08 5.15501e-08 4.01729e-08 0.156503 2.74699e-06 5.10933e-08 5.09797e-08 0.00391989 4.79635e-08 4.22088e-08 2.67973e-31 3.64712e-08 7.62379e-08 -------------------------------------------------------------- Initialization seed trial #744 of 1000; initialization seed = 493578969 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 496747 Distortion: 0.0489124 Distortions/cluster: 1.36762e-05 4.67043e-05 2.21248e-05 1.48979e-05 4.81569e-35 2.36116e-05 1.47499e-05 1.93472e-05 3.36824e-05 1.98503e-05 1.3783e-05 1.51887e-05 1.94952e-05 0.00391362 1.20547e-05 3.35214e-05 0.0446389 2.14367e-05 3.57241e-05 Variance: 8.28883e-06 Variances/cluster: 3.40174e-08 2.74699e-06 4.92715e-08 3.58088e-08 2.67973e-31 6.96288e-08 3.58848e-08 3.41181e-08 5.91764e-08 4.87679e-08 3.09008e-08 3.59038e-08 6.41085e-08 0.00391989 6.14985e-08 6.22874e-08 0.0422886 7.31571e-08 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #745 of 1000; initialization seed = 493578970 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 572520 Distortion: 0.00909542 Distortions/cluster: 1.96949e-05 1.20795e-05 3.57241e-05 3.14916e-05 2.14989e-05 2.43786e-05 1.08283e-34 2.00485e-05 0.00872182 1.80841e-05 3.36824e-05 4.81569e-35 4.67043e-05 1.27749e-35 0 3.03272e-05 2.30555e-05 3.25482e-05 2.42789e-05 Variance: 1.54133e-06 Variances/cluster: 6.41321e-08 6.16251e-08 2.95206e-07 3.78472e-08 3.57083e-08 7.18907e-08 0 5.19343e-08 0.156503 3.80681e-08 5.91764e-08 2.67973e-31 2.74699e-06 0 0 4.30136e-08 4.79283e-08 6.08182e-08 7.24689e-08 -------------------------------------------------------------- Initialization seed trial #746 of 1000; initialization seed = 493578971 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 556144 Distortion: 0.0130221 Distortions/cluster: 2.30227e-05 2.31325e-05 4.67043e-05 0.00872182 1.44798e-05 1.01891e-05 2.24267e-05 2.14931e-05 3.86743e-05 1.31603e-05 2.11957e-05 0 7.21319e-05 0.00391362 2.42703e-05 1.13309e-05 4.81569e-35 2.38315e-05 2.06002e-05 Variance: 2.20676e-06 Variances/cluster: 6.23863e-08 5.91436e-08 2.74699e-06 0.156503 5.81331e-08 6.02856e-08 6.44395e-08 3.56987e-08 4.26832e-08 3.64519e-08 7.11044e-08 0 1.22039e-07 0.00391989 6.23709e-08 5.78061e-08 2.67973e-31 4.05259e-08 4.84553e-08 -------------------------------------------------------------- Initialization seed trial #747 of 1000; initialization seed = 493578972 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 572037 Distortion: 0.00911359 Distortions/cluster: 4.67043e-05 2.92997e-05 2.40201e-05 1.90592e-05 1.55957e-05 1.08283e-34 2.98939e-05 4.81569e-35 2.19445e-05 1.90138e-05 0 0.00872182 2.1099e-05 2.04601e-05 7.44428e-05 2.39416e-05 1.27749e-35 2.134e-05 2.49518e-05 Variance: 1.54441e-06 Variances/cluster: 2.74699e-06 6.10362e-08 6.03328e-08 4.62452e-08 5.97345e-08 0 7.58668e-08 2.67973e-31 4.11681e-08 3.92812e-08 0 0.156503 7.05431e-08 3.50904e-08 1.1347e-07 6.26536e-08 0 4.02603e-08 5.29715e-08 -------------------------------------------------------------- Initialization seed trial #748 of 1000; initialization seed = 493578973 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 570711 Distortion: 0.00934854 Distortions/cluster: 1.27749e-35 1.08283e-34 2.05046e-05 2.90089e-05 1.80208e-05 2.36998e-05 2.50013e-05 0.000300791 2.6103e-05 0 2.90326e-05 3.97469e-05 2.92007e-05 2.84413e-05 1.21787e-05 0.00872182 1.62734e-05 1.66709e-05 1.20413e-05 Variance: 1.58423e-06 Variances/cluster: 0 0 3.51065e-08 6.19798e-08 3.85847e-08 7.07235e-08 5.1651e-08 1.87971e-05 5.7225e-08 0 7.5797e-08 3.36799e-07 5.75761e-08 4.15166e-08 5.6105e-08 0.156503 3.36198e-08 3.60809e-08 5.14422e-08 -------------------------------------------------------------- Initialization seed trial #749 of 1000; initialization seed = 493578974 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 570601 Distortion: 0.00935894 Distortions/cluster: 1.9093e-05 3.93166e-05 1.25509e-05 4.74532e-05 3.64878e-05 0 1.42233e-05 7.84612e-06 1.08283e-34 4.03525e-05 1.05292e-05 2.90326e-05 0.00872182 1.20272e-05 2.88669e-05 1.44038e-05 2.41489e-05 1.27749e-35 0.000300791 Variance: 1.58599e-06 Variances/cluster: 3.40299e-08 3.38897e-07 3.00235e-08 8.47111e-08 5.97964e-08 0 3.7036e-08 3.10096e-08 0 6.94314e-08 3.66839e-08 7.5797e-08 0.156503 3.18152e-08 6.20743e-08 3.45383e-08 5.12668e-08 0 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #750 of 1000; initialization seed = 493578975 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 75 BIC score: 571247 Distortion: 0.00935578 Distortions/cluster: 1.27749e-35 1.08283e-34 1.04978e-05 3.17791e-05 2.2646e-05 2.13648e-05 3.26983e-05 3.93613e-05 3.79303e-05 1.0069e-05 0.000300791 3.66803e-05 0.00872182 1.49182e-05 0 9.31648e-06 1.47332e-05 4.08979e-05 1.02735e-05 Variance: 1.58546e-06 Variances/cluster: 0 0 6.4782e-08 5.16683e-08 5.95752e-08 3.57829e-08 3.86014e-08 7.65724e-08 6.13708e-08 4.79321e-08 1.87971e-05 4.4511e-08 0.156503 3.97691e-08 0 5.23229e-08 5.91505e-08 3.37961e-07 5.2939e-08 -------------------------------------------------------------- Initialization seed trial #751 of 1000; initialization seed = 493578976 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 500325 Distortion: 0.0452703 Distortions/cluster: 0.0446389 1.15583e-05 1.39717e-05 1.43774e-05 1.03108e-05 3.9511e-05 7.31692e-06 0.000300791 1.98842e-05 1.50427e-05 4.90368e-05 1.27749e-35 1.08283e-34 3.85802e-05 2.58903e-05 1.74338e-05 3.53674e-05 1.29248e-05 1.94015e-05 Variance: 7.67164e-06 Variances/cluster: 0.0422886 3.15774e-08 9.63488e-08 3.78313e-08 3.47135e-08 6.81007e-08 3.11331e-08 1.87971e-05 4.46796e-08 3.49798e-08 8.51064e-08 0 0 3.38384e-07 7.27197e-08 4.63627e-08 5.95215e-08 3.06976e-08 3.41537e-08 -------------------------------------------------------------- Initialization seed trial #752 of 1000; initialization seed = 493578977 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 555026 Distortion: 0.0132555 Distortions/cluster: 1.53867e-05 0.00391362 0 0.00872182 2.53737e-05 3.85802e-05 1.39486e-05 1.86216e-05 0.000300791 1.67179e-05 1.49207e-05 1.89645e-05 2.93351e-05 1.41755e-05 1.08864e-05 3.16649e-05 2.1552e-05 1.54151e-05 3.36824e-05 Variance: 2.24631e-06 Variances/cluster: 3.80822e-08 0.00391989 0 0.156503 7.24737e-08 3.38384e-07 9.8918e-08 6.31039e-08 1.87971e-05 3.71476e-08 4.19086e-08 4.56935e-08 3.75096e-08 5.43081e-08 6.11545e-08 5.92785e-08 3.58562e-08 3.55975e-08 5.91764e-08 -------------------------------------------------------------- Initialization seed trial #753 of 1000; initialization seed = 493578978 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 500622 Distortion: 0.0452677 Distortions/cluster: 1.8689e-05 4.35604e-05 3.07716e-05 1.80625e-05 1.08283e-34 2.28296e-05 2.13212e-05 3.82031e-05 0.00028654 1.93839e-05 1.43097e-05 8.6007e-06 1.37663e-05 1.27749e-35 2.21761e-05 3.24328e-05 2.23146e-05 1.57942e-05 0.0446389 Variance: 7.67119e-06 Variances/cluster: 3.87701e-08 2.7222e-06 4.32147e-08 4.36151e-08 0 5.91246e-08 4.78014e-08 3.15692e-07 1.20386e-06 5.53649e-08 7.569e-08 5.0576e-08 5.73413e-08 0 5.07416e-08 3.84697e-08 3.62797e-08 6.58038e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #754 of 1000; initialization seed = 493578979 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 511768 Distortion: 0.0359962 Distortions/cluster: 1.61389e-05 1.29071e-05 1.13353e-05 2.27551e-05 2.09951e-05 1.08283e-34 1.89867e-05 2.37044e-35 3.50123e-05 2.22179e-05 4.81569e-35 3.25246e-05 1.27749e-35 3.25722e-05 2.9885e-05 4.67605e-05 3.09873e-05 4.35604e-05 0.0356196 Variance: 6.10001e-06 Variances/cluster: 5.95487e-08 2.18715e-07 6.12668e-08 5.0228e-08 4.79297e-08 0 3.9144e-08 0 6.14055e-08 3.61813e-08 2.67973e-31 3.85329e-08 0 3.13158e-07 5.02949e-08 8.43786e-08 4.34566e-08 2.7222e-06 0.035575 -------------------------------------------------------------- Initialization seed trial #755 of 1000; initialization seed = 493578980 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 571109 Distortion: 0.00937134 Distortions/cluster: 0.00872182 1.53673e-05 5.68468e-05 0.000300791 1.08283e-34 1.55959e-05 8.03927e-05 1.46174e-05 1.13353e-05 2.03219e-05 1.92498e-05 1.54068e-05 1.32174e-05 1.27749e-35 1.4646e-05 0 3.56628e-05 2.20366e-05 1.40282e-05 Variance: 1.58809e-06 Variances/cluster: 0.156503 3.5818e-08 6.54704e-08 1.87971e-05 0 3.64359e-08 9.47727e-08 3.46353e-08 6.12668e-08 4.62872e-08 3.40666e-08 5.90253e-08 2.20239e-07 0 3.67952e-08 0 3.36402e-07 5.17248e-08 3.12404e-08 -------------------------------------------------------------- Initialization seed trial #756 of 1000; initialization seed = 493578981 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 501019 Distortion: 0.0450049 Distortions/cluster: 3.36824e-05 1.13353e-05 1.70273e-05 1.67063e-05 2.94339e-05 1.51775e-05 1.08283e-34 2.54803e-05 2.14803e-05 2.4864e-05 1.92126e-05 1.52589e-05 4.81569e-35 4.67043e-05 1.27749e-35 3.25482e-05 3.57241e-05 0.0446389 2.13393e-05 Variance: 7.62666e-06 Variances/cluster: 5.91764e-08 6.12668e-08 6.37677e-08 3.70395e-08 3.75399e-08 3.5049e-08 0 5.63677e-08 3.57368e-08 7.22565e-08 6.35975e-08 3.79537e-08 2.67973e-31 2.74699e-06 0 6.08182e-08 2.95206e-07 0.0422886 4.89388e-08 -------------------------------------------------------------- Initialization seed trial #757 of 1000; initialization seed = 493578982 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 602518 Distortion: 0.00455667 Distortions/cluster: 2.19549e-05 1.47642e-05 4.07957e-05 1.16294e-05 1.21972e-05 2.82384e-05 4.67839e-05 2.5573e-05 0 1.70544e-05 1.34665e-05 4.67043e-05 0.000300632 1.44183e-05 0.00391362 3.67128e-05 9.64317e-35 2.37044e-35 1.21206e-05 Variance: 7.72186e-07 Variances/cluster: 4.58309e-08 3.50662e-08 6.98334e-08 4.50703e-08 3.47465e-08 6.46135e-08 8.44208e-08 7.45509e-08 0 3.92925e-08 3.25249e-08 2.74699e-06 2.56921e-06 3.0287e-08 0.00391989 5.98708e-08 6.86694e-32 0 3.01482e-08 -------------------------------------------------------------- Initialization seed trial #758 of 1000; initialization seed = 493578983 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 554879 Distortion: 0.0132568 Distortions/cluster: 1.75562e-05 1.63056e-05 2.25057e-05 2.01124e-05 1.18102e-05 0 1.38928e-05 1.8518e-05 2.85611e-05 1.91693e-05 2.04249e-05 2.87164e-05 2.14698e-05 1.63451e-05 0.000300791 0.00391362 0.00872182 3.90442e-05 2.61317e-05 Variance: 2.24653e-06 Variances/cluster: 4.64411e-08 3.36169e-08 7.21112e-08 3.47325e-08 5.81599e-08 0 9.02057e-08 3.93126e-08 4.157e-08 6.43058e-08 4.52839e-08 5.88258e-08 4.79083e-08 3.58414e-08 1.87971e-05 0.00391989 0.156503 3.39476e-07 7.29878e-08 -------------------------------------------------------------- Initialization seed trial #759 of 1000; initialization seed = 493578984 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 570858 Distortion: 0.00935758 Distortions/cluster: 3.29722e-05 0.00872182 2.12261e-05 2.19582e-05 2.57256e-05 1.6438e-05 3.06478e-05 1.95036e-05 2.40425e-05 0.000283136 1.55534e-05 4.35604e-05 1.27749e-35 0 3.72859e-05 2.21317e-05 1.08283e-34 1.93106e-05 2.22662e-05 Variance: 1.58576e-06 Variances/cluster: 3.87874e-08 0.156503 7.07315e-08 5.80713e-08 7.24607e-08 7.60958e-08 4.31014e-08 4.74386e-08 6.02377e-08 9.04513e-07 5.95723e-08 2.7222e-06 0 0 3.13291e-07 4.70845e-08 0 3.95672e-08 3.63192e-08 -------------------------------------------------------------- Initialization seed trial #760 of 1000; initialization seed = 493578985 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 77 BIC score: 572472 Distortion: 0.00909417 Distortions/cluster: 1.27749e-35 4.35604e-05 0.00872182 3.33853e-05 1.571e-05 4.81569e-35 2.38791e-05 1.87746e-05 2.39374e-05 2.25077e-05 2.14165e-05 3.82031e-05 2.86463e-05 0 3.11248e-05 1.92403e-05 1.08283e-34 2.23668e-05 2.95988e-05 Variance: 1.54112e-06 Variances/cluster: 0 2.7222e-06 0.156503 3.89981e-08 5.97148e-08 2.67973e-31 6.01297e-08 4.61142e-08 4.9453e-08 5.93676e-08 7.06594e-08 3.15692e-07 7.5181e-08 0 4.31652e-08 3.98312e-08 0 3.63646e-08 6.24396e-08 -------------------------------------------------------------- Initialization seed trial #761 of 1000; initialization seed = 493578986 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 511066 Distortion: 0.036284 Distortions/cluster: 7.33752e-05 2.90326e-05 3.41628e-05 2.23364e-05 3.33079e-05 2.62273e-05 0.0356196 1.08283e-34 2.37044e-35 0 2.0808e-05 2.56498e-05 2.1474e-05 2.91421e-05 2.19528e-05 0 0.000307974 1.27749e-35 1.90278e-05 Variance: 6.14879e-06 Variances/cluster: 1.15178e-07 7.5797e-08 7.4731e-08 4.06078e-08 8.00416e-08 6.12585e-08 0.035575 0 0 0 3.53837e-08 5.26643e-08 4.74936e-08 6.18677e-08 4.12611e-08 0 1.71076e-05 0 3.93915e-08 -------------------------------------------------------------- Initialization seed trial #762 of 1000; initialization seed = 493578987 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 497068 Distortion: 0.0489128 Distortions/cluster: 4.67043e-05 1.69963e-05 1.60691e-05 1.90592e-05 2.96398e-05 3.57241e-05 2.13826e-05 3.10061e-05 1.92743e-05 1.82732e-05 2.25077e-05 0.0446389 2.41102e-05 2.1424e-05 9.46586e-06 0.00391362 1.51783e-05 1.34926e-05 4.81569e-35 Variance: 8.28891e-06 Variances/cluster: 2.74699e-06 7.38914e-08 4.29618e-08 4.62452e-08 4.27666e-08 2.95206e-07 3.5693e-08 3.75344e-08 5.36838e-08 3.81449e-08 5.93676e-08 0.0422886 6.04074e-08 7.09182e-08 5.91566e-08 0.00391989 5.90404e-08 4.63624e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #763 of 1000; initialization seed = 493578988 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 688348 Distortion: 0.000679671 Distortions/cluster: 2.7154e-05 4.21186e-05 1.08283e-34 4.67043e-05 3.33079e-05 0 2.1474e-05 2.62273e-05 2.37044e-35 1.27749e-35 3.41628e-05 2.87034e-05 9.64317e-35 7.78554e-05 0 0 0.000297351 2.28711e-05 2.17412e-05 Variance: 1.15179e-07 Variances/cluster: 5.30305e-08 4.48508e-08 0 2.74699e-06 8.00416e-08 0 4.74936e-08 6.12585e-08 0 0 7.4731e-08 7.51338e-08 6.86694e-32 1.10895e-07 0 0 6.65161e-07 3.68253e-08 4.10172e-08 -------------------------------------------------------------- Initialization seed trial #764 of 1000; initialization seed = 493578989 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 496683 Distortion: 0.0489149 Distortions/cluster: 2.95939e-05 2.46466e-05 1.41335e-05 1.18967e-05 3.57241e-05 2.40634e-05 1.45041e-05 1.33311e-05 2.24754e-05 4.81569e-35 0.0446389 1.53508e-05 1.26244e-05 4.67043e-05 1.16714e-05 0.00391362 3.36824e-05 1.87294e-05 3.32541e-05 Variance: 8.28926e-06 Variances/cluster: 6.72534e-08 7.10055e-08 3.37286e-08 2.9964e-08 2.95206e-07 7.13991e-08 3.03397e-08 3.25121e-08 4.65287e-08 2.67973e-31 0.0422886 3.60317e-08 3.49672e-08 2.74699e-06 4.50586e-08 0.00391989 5.91764e-08 6.32546e-08 6.17908e-08 -------------------------------------------------------------- Initialization seed trial #765 of 1000; initialization seed = 493578990 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 570506 Distortion: 0.00936776 Distortions/cluster: 1.27749e-35 0.000296762 4.07957e-05 4.67043e-05 3.67128e-05 4.67839e-05 2.29632e-05 2.87034e-05 1.08283e-34 1.24431e-05 0 0.00872182 1.4491e-05 3.57241e-05 8.61007e-06 1.42661e-05 1.22251e-05 1.3913e-05 1.48389e-05 Variance: 1.58749e-06 Variances/cluster: 0 6.80592e-07 6.98334e-08 2.74699e-06 5.98708e-08 8.44208e-08 4.71482e-08 7.51338e-08 0 3.01259e-08 0 0.156503 3.56013e-08 2.95206e-07 3.49963e-08 3.42083e-08 3.01076e-08 3.41814e-08 3.61889e-08 -------------------------------------------------------------- Initialization seed trial #766 of 1000; initialization seed = 493578991 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 74 BIC score: 500660 Distortion: 0.0452643 Distortions/cluster: 1.27215e-05 1.65953e-05 1.58306e-05 1.74479e-05 1.27749e-35 2.77049e-05 1.4077e-05 1.08283e-34 4.67605e-05 1.27888e-05 8.63994e-06 3.52183e-05 3.60168e-05 1.60616e-05 0.0446389 0.000300791 1.39857e-05 1.93736e-05 3.13587e-05 Variance: 7.67061e-06 Variances/cluster: 5.88916e-08 4.85197e-08 3.49431e-08 3.75996e-08 0 4.14088e-08 4.70765e-08 0 8.43786e-08 2.32475e-07 5.8373e-08 6.16586e-08 3.36566e-07 3.37398e-08 0.0422886 1.87971e-05 3.85247e-08 3.41646e-08 5.23346e-08 -------------------------------------------------------------- Initialization seed trial #767 of 1000; initialization seed = 493578992 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 556239 Distortion: 0.0130008 Distortions/cluster: 2.41418e-05 4.81569e-35 2.18919e-05 3.68069e-05 2.14989e-05 3.03348e-05 4.35604e-05 0.00391362 3.13221e-05 1.89536e-05 2.3183e-05 1.81373e-05 1.53455e-05 1.22168e-05 2.11486e-05 0.00872182 0 2.43279e-05 2.25077e-05 Variance: 2.20316e-06 Variances/cluster: 7.22754e-08 2.67973e-31 5.62721e-08 3.14553e-07 3.57083e-08 4.31467e-08 2.7222e-06 0.00391989 3.77342e-08 4.62133e-08 4.78948e-08 3.79404e-08 5.92298e-08 6.20088e-08 7.07091e-08 0.156503 0 6.04979e-08 5.93676e-08 -------------------------------------------------------------- Initialization seed trial #768 of 1000; initialization seed = 493578993 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 554897 Distortion: 0.0132674 Distortions/cluster: 1.5336e-05 4.67839e-05 8.99219e-06 1.68321e-05 0 1.81252e-05 8.06699e-06 3.67128e-05 4.07957e-05 1.44678e-05 2.78123e-05 1.13544e-05 1.37304e-05 0.00872182 1.34989e-05 1.9308e-05 0.000300791 3.93166e-05 0.00391362 Variance: 2.24833e-06 Variances/cluster: 3.4229e-08 8.44208e-08 5.91541e-08 3.699e-08 0 5.26847e-08 3.27888e-08 5.98708e-08 6.98334e-08 6.373e-08 4.18823e-08 2.91106e-08 3.20029e-08 0.156503 4.62255e-08 5.23208e-08 1.87971e-05 3.38897e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #769 of 1000; initialization seed = 493578994 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 81 BIC score: 496259 Distortion: 0.0491858 Distortions/cluster: 3.70143e-05 0.0446389 0.00391362 1.47492e-05 4.67839e-05 4.35604e-05 4.07957e-05 1.37642e-05 1.32504e-05 3.67128e-05 0.000279247 1.35143e-05 1.4538e-05 1.47848e-05 1.05476e-05 9.81467e-06 1.4872e-05 9.75571e-06 1.95561e-05 Variance: 8.33516e-06 Variances/cluster: 3.16325e-07 0.0422886 0.00391989 5.71632e-08 8.44208e-08 2.7222e-06 6.98334e-08 3.03819e-08 3.4775e-08 5.98708e-08 1.08647e-06 3.41241e-08 3.54552e-08 3.58823e-08 6.09636e-08 3.26031e-08 7.18395e-08 2.9293e-08 4.51601e-08 -------------------------------------------------------------- Initialization seed trial #770 of 1000; initialization seed = 493578995 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 66 BIC score: 570550 Distortion: 0.00937042 Distortions/cluster: 0.000307974 2.03082e-05 1.07014e-05 1.91944e-05 2.31593e-05 0 2.01224e-05 1.08283e-34 2.26994e-05 1.84695e-05 2.96057e-05 2.20675e-05 2.7695e-05 2.18436e-05 7.31824e-05 0.00872182 1.71313e-05 1.27749e-35 1.44474e-05 Variance: 1.58794e-06 Variances/cluster: 1.71076e-05 3.48897e-08 5.48614e-08 6.439e-08 7.28052e-08 0 4.56248e-08 0 4.06033e-08 3.82358e-08 6.0772e-08 4.86985e-08 7.28757e-08 4.12887e-08 1.17081e-07 0.156503 4.4609e-08 0 9.761e-08 -------------------------------------------------------------- Initialization seed trial #771 of 1000; initialization seed = 493578996 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 710587 Distortion: 0.000406989 Distortions/cluster: 2.15836e-05 4.81569e-35 3.72578e-05 4.07184e-05 2.21173e-05 2.24378e-05 2.256e-05 1.85914e-05 0 1.19074e-05 7.32626e-05 4.67043e-05 4.6908e-05 1.08283e-34 1.27749e-35 9.64317e-35 2.37044e-35 2.29134e-05 2.00267e-05 Variance: 6.89694e-08 Variances/cluster: 4.13443e-08 2.67973e-31 6.07595e-08 6.9701e-08 3.99912e-08 5.58104e-08 4.83043e-08 3.85679e-08 0 6.13734e-08 1.18346e-07 2.74699e-06 8.44922e-08 0 0 6.86694e-32 0 7.27355e-08 3.46442e-08 -------------------------------------------------------------- Initialization seed trial #772 of 1000; initialization seed = 493578997 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 497221 Distortion: 0.0489167 Distortions/cluster: 3.50123e-05 1.27305e-05 4.67605e-05 1.58052e-05 2.08333e-05 1.75379e-05 0.00391362 1.26316e-05 3.25722e-05 1.00455e-05 4.35604e-05 0.0446389 1.5892e-05 2.70739e-05 1.45531e-05 2.9885e-05 1.40416e-05 4.81569e-35 1.52097e-05 Variance: 8.28956e-06 Variances/cluster: 6.14055e-08 5.81257e-08 8.43786e-08 3.66677e-08 3.53665e-08 5.23478e-08 0.00391989 3.59844e-08 3.13158e-07 6.01476e-08 2.7222e-06 0.0422886 4.82997e-08 3.58563e-08 2.42496e-07 5.02949e-08 3.5013e-08 2.67973e-31 3.59536e-08 -------------------------------------------------------------- Initialization seed trial #773 of 1000; initialization seed = 493578998 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 67 BIC score: 572336 Distortion: 0.0091029 Distortions/cluster: 1.27749e-35 0 2.00931e-05 4.90368e-05 2.80572e-05 1.08283e-34 2.1576e-05 3.53035e-05 1.64961e-05 1.78151e-05 0.00872182 2.22979e-05 3.57241e-05 1.99777e-05 4.67043e-05 3.99696e-05 4.81569e-35 1.20547e-05 1.59696e-05 Variance: 1.5426e-06 Variances/cluster: 0 0 4.88839e-08 8.51064e-08 4.17481e-08 0 7.28863e-08 5.95142e-08 3.42214e-08 3.78203e-08 0.156503 4.95467e-08 2.95206e-07 3.45594e-08 2.74699e-06 6.86544e-08 2.67973e-31 6.14985e-08 3.50948e-08 -------------------------------------------------------------- Initialization seed trial #774 of 1000; initialization seed = 493578999 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 77 BIC score: 570624 Distortion: 0.00936168 Distortions/cluster: 3.33079e-05 1.60884e-05 2.86923e-05 0.00872182 1.81712e-05 1.08283e-34 1.67821e-05 1.63267e-05 3.38285e-05 2.50039e-05 0.000293343 2.0401e-05 3.57241e-05 0 2.15545e-05 2.23877e-05 4.67043e-05 1.15495e-05 1.27749e-35 Variance: 1.58646e-06 Variances/cluster: 8.00416e-08 3.52012e-08 4.19442e-08 0.156503 3.86584e-08 0 3.44571e-08 6.18388e-08 7.48182e-08 5.82649e-08 7.13671e-07 3.49891e-08 2.95206e-07 0 4.75663e-08 4.78327e-08 2.74699e-06 6.14282e-08 0 -------------------------------------------------------------- Initialization seed trial #775 of 1000; initialization seed = 493579000 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 511129 Distortion: 0.0359969 Distortions/cluster: 2.90887e-05 3.57241e-05 4.67043e-05 2.82137e-05 1.64976e-05 2.23769e-05 1.62509e-05 3.10245e-05 2.64877e-05 0.0356196 1.8677e-05 2.03091e-05 3.30361e-05 4.81569e-35 1.27749e-35 2.98108e-05 1.08283e-34 2.37044e-35 2.31341e-05 Variance: 6.10013e-06 Variances/cluster: 6.12343e-08 2.95206e-07 2.74699e-06 4.17945e-08 3.58611e-08 4.8118e-08 3.36429e-08 7.95246e-08 5.76885e-08 0.035575 3.8988e-08 3.48914e-08 7.38831e-08 2.67973e-31 0 7.58485e-08 0 0 5.09398e-08 -------------------------------------------------------------- Initialization seed trial #776 of 1000; initialization seed = 493579001 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 511915 Distortion: 0.0360071 Distortions/cluster: 3.27383e-05 1.27749e-35 4.67043e-05 3.57241e-05 2.22198e-05 1.13443e-05 2.20421e-05 1.75126e-05 4.67839e-05 0.0356196 3.67128e-05 4.81569e-35 4.07957e-05 1.88043e-05 3.04461e-05 1.08283e-34 2.57426e-05 2.37044e-35 0 Variance: 6.10187e-06 Variances/cluster: 3.86487e-08 0 2.74699e-06 2.95206e-07 3.62434e-08 6.13155e-08 4.96399e-08 6.39098e-08 8.44208e-08 0.035575 5.98708e-08 2.67973e-31 6.98334e-08 3.86882e-08 4.31211e-08 0 5.6325e-08 0 0 -------------------------------------------------------------- Initialization seed trial #777 of 1000; initialization seed = 493579002 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 555903 Distortion: 0.0130021 Distortions/cluster: 1.9423e-05 0 1.5083e-05 1.56127e-05 1.42793e-05 3.27799e-05 2.24536e-05 1.46493e-05 2.86463e-05 2.50109e-05 4.81569e-35 0.00872182 3.57241e-05 4.67043e-05 1.46862e-05 3.33687e-05 1.91514e-05 2.90569e-05 0.00391362 Variance: 2.20337e-06 Variances/cluster: 3.41915e-08 0 3.75161e-08 3.62212e-08 3.40766e-08 6.07967e-08 4.76678e-08 3.49594e-08 7.5181e-08 7.22633e-08 2.67973e-31 0.156503 2.95206e-07 2.74699e-06 3.22039e-08 5.91449e-08 6.36054e-08 6.26175e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #778 of 1000; initialization seed = 493579003 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 603068 Distortion: 0.00454742 Distortions/cluster: 3.31695e-05 9.64317e-35 2.86463e-05 2.93425e-05 3.96065e-05 0 1.94952e-05 1.59675e-05 0.00391362 3.36824e-05 1.78149e-05 2.37044e-35 2.8928e-05 1.69891e-05 2.39625e-05 2.04106e-05 2.49894e-05 0 0.000300791 Variance: 7.70618e-07 Variances/cluster: 6.17483e-08 6.86694e-32 7.5181e-08 6.2559e-08 3.35609e-07 0 6.41085e-08 3.50902e-08 0.00391989 5.91764e-08 3.79811e-08 0 4.21654e-08 3.45979e-08 7.04558e-08 3.50657e-08 5.16263e-08 0 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #779 of 1000; initialization seed = 493579004 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 554726 Distortion: 0.0132834 Distortions/cluster: 2.45623e-05 2.65178e-05 1.99446e-05 0.000278369 0.00872182 1.92574e-05 6.97961e-05 0 1.98906e-05 1.83701e-05 2.14577e-05 9.42399e-06 1.85499e-05 1.42564e-05 4.67043e-05 2.3108e-05 1.35207e-05 2.42703e-05 0.00391362 Variance: 2.25105e-06 Variances/cluster: 4.09333e-08 7.01476e-08 4.05341e-08 1.73966e-06 0.156503 3.80547e-08 1.24625e-07 0 3.45283e-08 5.51476e-08 5.63143e-08 5.23387e-08 4.39429e-08 7.46183e-08 2.74699e-06 4.84403e-08 5.70312e-08 6.23709e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #780 of 1000; initialization seed = 493579005 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 61 BIC score: 690830 Distortion: 0.00063343 Distortions/cluster: 3.27799e-05 1.22168e-05 3.93166e-05 2.14989e-05 2.3223e-05 2.98982e-05 1.89386e-05 0 2.52237e-05 3.33687e-05 2.37044e-35 9.64317e-35 2.19756e-05 3.14473e-05 0.000300791 1.86095e-05 2.41418e-05 1.08283e-34 1.27749e-35 Variance: 1.07343e-07 Variances/cluster: 6.07967e-08 6.20088e-08 3.38897e-07 3.57083e-08 4.78785e-08 4.30153e-08 6.33195e-08 0 7.24593e-08 5.91449e-08 0 6.86694e-32 5.63426e-08 3.78394e-08 1.87971e-05 3.83665e-08 7.22754e-08 0 0 -------------------------------------------------------------- Initialization seed trial #781 of 1000; initialization seed = 493579006 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 84 BIC score: 556710 Distortion: 0.013027 Distortions/cluster: 1.59301e-05 1.73853e-05 1.8191e-05 1.5028e-05 5.64998e-05 1.11958e-05 4.35604e-05 2.00614e-05 0.00872182 2.82345e-05 1.08754e-05 7.98683e-05 1.64719e-05 4.81569e-35 1.09817e-05 0.00391362 1.42548e-05 3.30274e-05 0 Variance: 2.20759e-06 Variances/cluster: 3.50853e-08 4.18885e-08 3.81325e-08 4.1741e-08 6.50707e-08 8.41726e-08 2.7222e-06 3.46444e-08 0.156503 4.20746e-08 2.0908e-07 9.44888e-08 3.41712e-08 2.67973e-31 6.13449e-08 0.00391989 5.44035e-08 3.11546e-07 0 -------------------------------------------------------------- Initialization seed trial #782 of 1000; initialization seed = 493579007 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 55 BIC score: 690035 Distortion: 0.000640496 Distortions/cluster: 1.43521e-05 4.70999e-05 1.47283e-05 3.66661e-05 0.000300791 1.47427e-05 1.27749e-35 1.53635e-05 1.91091e-05 9.64317e-35 1.54938e-05 2.89099e-05 2.37044e-35 2.43634e-05 4.05268e-05 3.93166e-05 0 2.90326e-05 1.08283e-34 Variance: 1.0854e-07 Variances/cluster: 3.48322e-08 8.45331e-08 3.60074e-08 5.98924e-08 1.87971e-05 3.61308e-08 0 3.6231e-08 3.3998e-08 6.86694e-32 3.22759e-08 6.20335e-08 0 5.1395e-08 6.96115e-08 3.38897e-07 0 7.5797e-08 0 -------------------------------------------------------------- Initialization seed trial #783 of 1000; initialization seed = 493579008 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 505630 Distortion: 0.0401618 Distortions/cluster: 1.3031e-05 3.93166e-05 1.42497e-05 0.000300791 3.67128e-05 1.28092e-05 9.73979e-06 4.07957e-05 4.67839e-05 1.47745e-05 1.57607e-05 1.91167e-05 1.67248e-05 1.90282e-05 0.0356196 1.53747e-05 1.36483e-05 0.00391362 2.37044e-35 Variance: 6.80594e-06 Variances/cluster: 4.60421e-08 3.38897e-07 3.53557e-08 1.87971e-05 5.98708e-08 3.0066e-08 5.93839e-08 6.98334e-08 8.44208e-08 3.46789e-08 4.3295e-08 5.58917e-08 7.39979e-08 3.39144e-08 0.035575 3.65163e-08 3.41178e-08 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #784 of 1000; initialization seed = 493579009 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 497029 Distortion: 0.0489237 Distortions/cluster: 1.56822e-05 1.47387e-05 0.00391362 2.77541e-05 4.35604e-05 1.49783e-05 1.77442e-05 0.0446389 3.53035e-05 1.37245e-05 3.6415e-05 1.3197e-05 9.26571e-06 4.81569e-35 3.99696e-05 4.90368e-05 9.82995e-06 1.58097e-05 1.41401e-05 Variance: 8.29075e-06 Variances/cluster: 3.40888e-08 5.77944e-08 0.00391989 4.17319e-08 2.7222e-06 3.0816e-08 4.29603e-08 0.0422886 5.95142e-08 4.24873e-08 3.13886e-07 8.40503e-08 4.17328e-08 2.67973e-31 6.86544e-08 8.51064e-08 5.99336e-08 3.61745e-08 3.26533e-08 -------------------------------------------------------------- Initialization seed trial #785 of 1000; initialization seed = 493579010 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 570788 Distortion: 0.00938894 Distortions/cluster: 3.94278e-05 1.25171e-05 1.52571e-05 0.00872182 1.27749e-35 1.74612e-05 0 8.18585e-05 1.18163e-05 0.000282613 1.0497e-05 1.47768e-05 2.50775e-05 1.90027e-05 6.6306e-05 1.08283e-34 1.327e-05 1.36815e-05 4.35604e-05 Variance: 1.59108e-06 Variances/cluster: 3.17927e-07 3.39185e-08 3.59807e-08 0.156503 0 8.51697e-08 0 9.5935e-08 3.01411e-08 9.35728e-07 4.4474e-08 3.05903e-08 7.22636e-08 4.31841e-08 7.43933e-08 0 3.32553e-08 3.26498e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #786 of 1000; initialization seed = 493579011 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 603197 Distortion: 0.00456089 Distortions/cluster: 3.34977e-05 0.00391362 2.2288e-05 1.99971e-05 3.33079e-05 9.64317e-35 4.35604e-05 3.14729e-05 3.38285e-05 2.10986e-05 2.59865e-05 0 2.50039e-05 2.37044e-35 2.15545e-05 2.25063e-05 0 3.82031e-05 0.000274959 Variance: 7.72901e-07 Variances/cluster: 3.90838e-08 0.00391989 6.94273e-08 4.05581e-08 8.00416e-08 6.86694e-32 2.7222e-06 4.33474e-08 7.48182e-08 7.40246e-08 4.91194e-08 0 5.82649e-08 0 4.75663e-08 3.64728e-08 0 3.15692e-07 1.47815e-06 -------------------------------------------------------------- Initialization seed trial #787 of 1000; initialization seed = 493579012 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 605682 Distortion: 0.00429476 Distortions/cluster: 1.96778e-05 3.57241e-05 1.22168e-05 1.61623e-05 2.79035e-05 1.77335e-05 2.2717e-05 9.64317e-35 3.99696e-05 4.81569e-35 3.53035e-05 2.28723e-05 2.37044e-35 4.90368e-05 1.93073e-05 1.58058e-05 4.67043e-05 0.00391362 0 Variance: 7.27801e-07 Variances/cluster: 3.43378e-08 2.95206e-07 6.20088e-08 3.55967e-08 4.1768e-08 3.76471e-08 4.88498e-08 6.86694e-32 6.86544e-08 2.67973e-31 5.95142e-08 7.26049e-08 0 8.51064e-08 4.93749e-08 3.3133e-08 2.74699e-06 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #788 of 1000; initialization seed = 493579013 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 510777 Distortion: 0.0362668 Distortions/cluster: 1.07492e-05 1.37304e-05 0.000304149 2.25425e-05 2.50311e-05 1.9419e-05 1.89965e-05 2.42723e-05 1.27749e-35 2.46649e-05 1.08283e-34 1.88487e-05 1.14899e-05 2.37044e-35 2.23332e-05 3.79877e-05 8.05645e-05 1.25053e-05 0.0356196 Variance: 6.14588e-06 Variances/cluster: 4.92926e-08 5.91642e-08 1.78889e-05 4.94311e-08 4.2136e-08 7.41129e-08 4.38576e-08 5.42955e-08 0 6.19517e-08 0 7.19192e-08 5.49579e-08 0 3.63099e-08 4.08434e-08 1.29305e-07 6.12955e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #789 of 1000; initialization seed = 493579014 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 572395 Distortion: 0.0091149 Distortions/cluster: 1.05384e-05 4.06795e-05 2.27597e-05 7.69471e-05 0 2.57254e-05 4.81569e-35 1.13485e-05 4.67043e-05 1.08283e-34 3.00268e-05 0.00872182 1.8614e-05 2.97647e-05 1.80048e-05 2.24918e-05 1.54973e-05 2.39824e-05 1.27749e-35 Variance: 1.54464e-06 Variances/cluster: 4.87733e-08 4.37375e-08 4.13774e-08 1.14155e-07 0 5.38139e-08 2.67973e-31 5.48063e-08 2.74699e-06 0 7.58193e-08 0.156503 6.48368e-08 6.11135e-08 6.66632e-08 3.64493e-08 3.97238e-08 6.29252e-08 0 -------------------------------------------------------------- Initialization seed trial #790 of 1000; initialization seed = 493579015 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 555981 Distortion: 0.0130051 Distortions/cluster: 3.57241e-05 4.67043e-05 4.81569e-35 0 1.51084e-05 2.40634e-05 1.50263e-05 0.00391362 1.89386e-05 2.52237e-05 2.18305e-05 2.83339e-05 2.93385e-05 1.24531e-05 1.61107e-05 1.46473e-05 3.27799e-05 0.00872182 3.33687e-05 Variance: 2.20388e-06 Variances/cluster: 2.95206e-07 2.74699e-06 2.67973e-31 0 3.43343e-08 7.13991e-08 3.53525e-08 0.00391989 6.33195e-08 7.24593e-08 4.63452e-08 4.19104e-08 6.72848e-08 4.68111e-08 3.17729e-08 3.23311e-08 6.07967e-08 0.156503 5.91449e-08 -------------------------------------------------------------- Initialization seed trial #791 of 1000; initialization seed = 493579016 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 556096 Distortion: 0.0130023 Distortions/cluster: 0 1.57652e-05 2.28667e-05 4.35604e-05 1.89386e-05 0.00391362 1.75643e-05 2.52237e-05 3.27799e-05 1.68137e-05 1.17609e-05 3.68069e-05 2.89902e-05 0.00872182 2.53265e-05 1.70214e-05 2.00865e-05 3.33687e-05 4.81569e-35 Variance: 2.20341e-06 Variances/cluster: 0 3.48756e-08 5.23217e-08 2.7222e-06 6.33195e-08 0.00391989 3.77691e-08 7.24593e-08 6.07967e-08 3.44513e-08 6.18941e-08 3.14553e-07 4.21946e-08 0.156503 5.61517e-08 6.35079e-08 3.47478e-08 5.91449e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #792 of 1000; initialization seed = 493579017 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 500842 Distortion: 0.0452573 Distortions/cluster: 0.000300791 2.26955e-05 2.9835e-05 1.81938e-05 8.92782e-06 1.4066e-05 2.9962e-05 1.08283e-34 3.20301e-05 2.14162e-05 3.12377e-05 9.85554e-06 3.60168e-05 1.82353e-05 1.33626e-05 1.94952e-05 1.27749e-35 1.22845e-05 0.0446389 Variance: 7.66943e-06 Variances/cluster: 1.87971e-05 6.71253e-08 4.25569e-08 5.12453e-08 5.91196e-08 3.78086e-08 5.66208e-08 0 5.66719e-08 3.56896e-08 3.76779e-08 2.18977e-07 3.36566e-07 3.83057e-08 4.63941e-08 6.41085e-08 0 5.50833e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #793 of 1000; initialization seed = 493579018 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 500234 Distortion: 0.0452754 Distortions/cluster: 8.31601e-06 1.42676e-05 1.57257e-05 1.20367e-05 0.0446389 1.99773e-05 3.99696e-05 1.27749e-35 1.21031e-05 2.1936e-05 0.000300151 3.53035e-05 1.19411e-05 4.90368e-05 2.01656e-05 1.08283e-34 4.67043e-05 1.41735e-05 1.46995e-05 Variance: 7.6725e-06 Variances/cluster: 3.31277e-08 3.40485e-08 3.81657e-08 2.98652e-08 0.0422886 7.26392e-08 6.86544e-08 0 6.17453e-08 5.01925e-08 2.58722e-06 5.95142e-08 3.0075e-08 8.51064e-08 4.82387e-08 0 2.74699e-06 3.5342e-08 3.62026e-08 -------------------------------------------------------------- Initialization seed trial #794 of 1000; initialization seed = 493579019 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 511406 Distortion: 0.0360126 Distortions/cluster: 4.81569e-35 1.79586e-05 7.80506e-05 4.67043e-05 0.0356196 2.19964e-05 1.74457e-05 2.86463e-05 4.09224e-05 2.41432e-05 2.37044e-35 1.62756e-05 2.97415e-05 1.14907e-05 2.61316e-05 2.29193e-05 1.08283e-34 1.27749e-35 1.06737e-05 Variance: 6.1028e-06 Variances/cluster: 2.67973e-31 6.69886e-08 1.12943e-07 2.74699e-06 0.035575 4.09577e-08 6.36504e-08 7.5181e-08 4.38573e-08 6.2689e-08 0 4.09832e-08 6.2346e-08 5.49617e-08 5.32163e-08 3.68435e-08 0 0 4.89464e-08 -------------------------------------------------------------- Initialization seed trial #795 of 1000; initialization seed = 493579020 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 556368 Distortion: 0.0130058 Distortions/cluster: 0.00391362 1.13353e-05 4.35604e-05 2.03259e-05 2.8682e-05 3.13587e-05 4.81569e-35 1.9864e-05 1.6679e-05 4.67605e-05 1.54512e-05 2.06026e-05 1.62281e-05 0 1.77187e-05 3.52183e-05 0.00872182 3.3443e-05 1.31364e-05 Variance: 2.204e-06 Variances/cluster: 0.00391989 6.12668e-08 2.7222e-06 3.49803e-08 4.16249e-08 5.23346e-08 2.67973e-31 4.70671e-08 3.43866e-08 8.43786e-08 5.89697e-08 4.61899e-08 3.53522e-08 0 3.80192e-08 6.16586e-08 0.156503 3.12514e-07 2.30418e-07 -------------------------------------------------------------- Initialization seed trial #796 of 1000; initialization seed = 493579021 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 496281 Distortion: 0.0491857 Distortions/cluster: 3.62739e-05 1.44057e-05 1.04095e-05 0.000280269 4.35604e-05 3.67128e-05 1.39802e-05 1.44205e-05 1.50556e-05 1.3787e-05 1.23512e-05 4.67839e-05 1.91994e-05 1.10401e-05 8.21616e-06 0.00391362 4.07957e-05 1.5928e-05 0.0446389 Variance: 8.33515e-06 Variances/cluster: 3.15389e-07 7.87133e-08 6.0515e-08 1.01538e-06 2.7222e-06 5.98708e-08 3.38475e-08 3.43314e-08 5.76801e-08 3.58067e-08 3.01222e-08 8.44208e-08 4.45422e-08 2.9437e-08 3.22165e-08 0.00391989 6.98334e-08 3.66129e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #797 of 1000; initialization seed = 493579022 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 75 BIC score: 500953 Distortion: 0.0450058 Distortions/cluster: 3.36824e-05 2.86923e-05 2.22907e-05 1.7776e-05 1.65487e-05 4.35604e-05 3.82031e-05 1.25053e-05 1.99942e-05 2.14947e-05 1.61238e-05 3.34105e-05 4.81569e-35 0.0446389 1.96059e-05 1.08283e-34 1.93661e-05 2.36116e-05 1.27749e-35 Variance: 7.62681e-06 Variances/cluster: 5.91764e-08 4.19442e-08 5.00873e-08 3.79793e-08 3.42594e-08 2.7222e-06 3.15692e-07 6.12955e-08 3.4648e-08 4.97517e-08 3.52017e-08 6.21969e-08 2.67973e-31 0.0422886 6.42612e-08 0 7.41939e-08 6.96288e-08 0 -------------------------------------------------------------- Initialization seed trial #798 of 1000; initialization seed = 493579023 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 64 BIC score: 572405 Distortion: 0.00911492 Distortions/cluster: 2.19964e-05 1.15687e-05 4.81569e-35 2.97415e-05 7.80506e-05 1.85751e-05 4.09224e-05 2.29193e-05 0.00872182 2.61316e-05 2.86463e-05 4.67043e-05 1.54941e-05 0 1.27749e-35 1.81104e-05 1.03559e-05 2.38809e-05 1.08283e-34 Variance: 1.54464e-06 Variances/cluster: 4.09577e-08 5.50715e-08 2.67973e-31 6.2346e-08 1.12943e-07 6.47015e-08 4.38573e-08 3.68435e-08 0.156503 5.32163e-08 7.5181e-08 2.74699e-06 3.97156e-08 0 0 6.65614e-08 4.86037e-08 6.29894e-08 0 -------------------------------------------------------------- Initialization seed trial #799 of 1000; initialization seed = 493579024 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 556247 Distortion: 0.0130327 Distortions/cluster: 4.67043e-05 8.33627e-05 0 1.65363e-05 9.64323e-06 0.00872182 4.81569e-35 0.00391362 1.38499e-05 1.51131e-05 1.17609e-05 1.327e-05 1.4766e-05 1.92128e-05 1.19196e-05 2.44269e-05 6.6306e-05 3.78274e-05 1.25154e-05 Variance: 2.20855e-06 Variances/cluster: 2.74699e-06 9.73555e-08 0 6.33527e-08 4.32384e-08 0.156503 2.67973e-31 0.00391989 3.28948e-08 3.60663e-08 6.18941e-08 3.32553e-08 3.05679e-08 4.58498e-08 3.00975e-08 5.69345e-08 7.43933e-08 3.00181e-07 3.39139e-08 -------------------------------------------------------------- Initialization seed trial #800 of 1000; initialization seed = 493579025 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 64 BIC score: 556524 Distortion: 0.0129883 Distortions/cluster: 2.51749e-05 1.57716e-05 4.81569e-35 3.54306e-05 1.14268e-05 0 1.65241e-05 4.67839e-05 2.45348e-05 1.601e-05 2.00614e-05 2.99009e-05 4.07957e-05 0.00391362 1.83545e-05 1.82209e-05 0.00872182 1.59192e-05 1.79171e-05 Variance: 2.20103e-06 Variances/cluster: 5.59395e-08 1.43363e-07 2.67973e-31 5.8064e-08 6.14291e-08 0 3.42083e-08 8.44208e-08 2.72576e-06 3.51838e-08 3.46444e-08 4.42282e-08 6.98334e-08 0.00391989 6.41718e-08 4.29698e-08 0.156503 7.5794e-07 3.79563e-08 -------------------------------------------------------------- Initialization seed trial #801 of 1000; initialization seed = 493579026 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 500671 Distortion: 0.0452588 Distortions/cluster: 0.000300791 1.13864e-05 2.54232e-05 2.36273e-05 1.27749e-35 1.72269e-05 1.07598e-05 1.15575e-05 1.08283e-34 2.0928e-05 3.93166e-05 0.0446389 1.22116e-05 1.88897e-05 3.28348e-05 1.69776e-05 2.21524e-05 3.08622e-05 2.49411e-05 Variance: 7.66968e-06 Variances/cluster: 1.87971e-05 5.47247e-08 5.53836e-08 5.32099e-08 0 6.3563e-08 5.46008e-08 6.17997e-08 0 4.65952e-08 3.38897e-07 0.0422886 5.10782e-08 3.90245e-08 3.86713e-08 7.444e-08 3.61926e-08 4.33421e-08 5.82544e-08 -------------------------------------------------------------- Initialization seed trial #802 of 1000; initialization seed = 493579027 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 506455 Distortion: 0.0398985 Distortions/cluster: 0.00391362 4.35604e-05 3.05841e-05 3.68069e-05 1.53545e-05 4.81569e-35 0.0356196 2.15361e-05 1.81761e-05 3.14441e-05 2.41251e-05 2.25077e-05 2.17784e-05 2.13408e-05 1.89536e-05 1.21471e-05 2.4211e-05 2.28449e-05 2.37044e-35 Variance: 6.76132e-06 Variances/cluster: 0.00391989 2.7222e-06 4.32552e-08 3.14553e-07 5.92646e-08 2.67973e-31 0.035575 3.57108e-08 3.81013e-08 3.77901e-08 6.02935e-08 5.93676e-08 5.5837e-08 7.08776e-08 4.62133e-08 6.19696e-08 7.22661e-08 4.78888e-08 0 -------------------------------------------------------------- Initialization seed trial #803 of 1000; initialization seed = 493579028 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 570725 Distortion: 0.00935873 Distortions/cluster: 1.73581e-05 3.96065e-05 3.67128e-05 8.59437e-06 0.00872182 4.67839e-05 2.25069e-05 1.42553e-05 4.07957e-05 0.000300791 1.27749e-35 0 2.79629e-05 1.19427e-05 1.14416e-05 1.08283e-34 1.69201e-05 1.58506e-05 2.53923e-05 Variance: 1.58596e-06 Variances/cluster: 3.74869e-08 3.35609e-07 5.98708e-08 3.35679e-08 0.156503 8.44208e-08 5.17354e-08 3.26179e-08 6.98334e-08 1.87971e-05 0 0 4.17944e-08 3.0079e-08 6.15088e-08 0 6.36047e-08 3.4757e-08 5.64227e-08 -------------------------------------------------------------- Initialization seed trial #804 of 1000; initialization seed = 493579029 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 605692 Distortion: 0.00429468 Distortions/cluster: 0 2.80572e-05 4.81569e-35 2.16798e-05 3.67128e-05 1.78151e-05 1.98491e-05 3.57241e-05 0.00391362 1.61495e-05 4.07957e-05 1.2013e-05 2.22385e-05 2.00931e-05 1.6444e-05 9.64317e-35 2.37044e-35 4.67043e-05 4.67839e-05 Variance: 7.27789e-07 Variances/cluster: 0 4.17481e-08 2.67973e-31 7.27455e-08 5.98708e-08 3.78203e-08 3.45162e-08 2.95206e-07 0.00391989 3.35719e-08 6.98334e-08 6.15998e-08 4.95248e-08 4.88839e-08 3.58225e-08 6.86694e-32 0 2.74699e-06 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #805 of 1000; initialization seed = 493579030 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 556196 Distortion: 0.0130021 Distortions/cluster: 1.61511e-05 4.35604e-05 0 2.86463e-05 1.68447e-05 1.85264e-05 2.49187e-05 3.24883e-05 1.24691e-05 1.90123e-05 2.84746e-05 3.25722e-05 2.04028e-05 0.00391362 4.81569e-35 0.00872182 2.04599e-05 2.97906e-05 2.23556e-05 Variance: 2.20337e-06 Variances/cluster: 3.52613e-08 2.7222e-06 0 7.5181e-08 3.45149e-08 3.86734e-08 5.42847e-08 8.07908e-08 2.18706e-07 4.64695e-08 4.20563e-08 3.13158e-07 3.49921e-08 0.00391989 2.67973e-31 0.156503 4.48537e-08 6.58877e-08 4.67649e-08 -------------------------------------------------------------- Initialization seed trial #806 of 1000; initialization seed = 493579031 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 74 BIC score: 556370 Distortion: 0.0130058 Distortions/cluster: 1.97921e-05 4.81569e-35 1.60884e-05 0.00391362 1.79952e-05 1.67821e-05 1.13353e-05 3.52183e-05 4.67605e-05 0 1.31364e-05 2.89534e-05 1.55226e-05 2.0401e-05 0.00872182 3.13587e-05 2.06026e-05 3.28529e-05 4.35604e-05 Variance: 2.204e-06 Variances/cluster: 4.70083e-08 2.67973e-31 3.52012e-08 0.00391989 3.83656e-08 3.44571e-08 6.12668e-08 6.16586e-08 8.43786e-08 0 2.30418e-07 4.22025e-08 5.90169e-08 3.49891e-08 0.156503 5.23346e-08 4.61899e-08 3.12848e-07 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #807 of 1000; initialization seed = 493579032 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 496444 Distortion: 0.0491743 Distortions/cluster: 1.56709e-05 8.20899e-06 1.60024e-05 0.00391362 3.21941e-05 2.23622e-05 1.9043e-05 1.18295e-05 0.0446389 1.24559e-05 0.000286498 2.82472e-05 1.40978e-05 4.35604e-05 1.76437e-05 1.84927e-05 2.02112e-05 2.94143e-05 2.57814e-05 Variance: 8.33321e-06 Variances/cluster: 3.45144e-08 3.2964e-08 6.61203e-08 0.00391989 3.09525e-07 6.59447e-08 6.36687e-08 2.99447e-08 0.0422886 2.22366e-07 1.20368e-06 4.20309e-08 3.24805e-08 2.7222e-06 3.76966e-08 4.4237e-08 4.60353e-08 5.57967e-08 4.70309e-08 -------------------------------------------------------------- Initialization seed trial #808 of 1000; initialization seed = 493579033 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 688830 Distortion: 0.00066096 Distortions/cluster: 7.50387e-05 2.39416e-05 2.53706e-05 0.000289215 1.08283e-34 1.55957e-05 2.1099e-05 0 2.30372e-05 1.27749e-35 2.40201e-05 1.90592e-05 4.67043e-05 2.38687e-05 2.37044e-35 9.64317e-35 3.72178e-05 2.20839e-05 1.47085e-05 Variance: 1.12008e-07 Variances/cluster: 1.27605e-07 6.26536e-08 4.16555e-08 1.06713e-06 0 5.97345e-08 7.05431e-08 0 4.75936e-08 0 6.03328e-08 4.62452e-08 2.74699e-06 5.68251e-08 0 6.86694e-32 4.04506e-08 3.61397e-08 6.42238e-08 -------------------------------------------------------------- Initialization seed trial #809 of 1000; initialization seed = 493579034 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 497211 Distortion: 0.048918 Distortions/cluster: 1.23871e-05 0.0446389 4.81569e-35 1.38522e-05 3.45671e-05 4.35604e-05 1.74479e-05 1.58306e-05 3.28529e-05 1.93736e-05 8.63994e-06 3.09436e-05 0.00391362 1.65953e-05 1.60616e-05 1.43725e-05 2.81646e-05 4.78277e-05 1.29626e-05 Variance: 8.28978e-06 Variances/cluster: 5.8702e-08 0.0422886 2.67973e-31 3.81572e-08 6.08381e-08 2.7222e-06 3.75996e-08 3.49431e-08 3.12848e-07 3.41646e-08 5.8373e-08 5.21643e-08 0.00391989 4.85197e-08 3.37398e-08 4.74302e-08 4.20331e-08 8.49246e-08 2.31427e-07 -------------------------------------------------------------- Initialization seed trial #810 of 1000; initialization seed = 493579035 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 602632 Distortion: 0.0045401 Distortions/cluster: 3.35214e-05 0 3.36824e-05 2.91909e-05 0.00391362 2.86463e-05 1.57995e-05 1.4415e-05 2.36116e-05 1.9579e-05 1.94952e-05 1.37485e-05 4.07544e-05 1.5205e-05 0.000300791 1.52447e-05 9.64317e-35 2.27963e-05 2.37044e-35 Variance: 7.69379e-07 Variances/cluster: 6.22874e-08 0 5.91764e-08 6.26363e-08 0.00391989 7.5181e-08 3.64853e-08 3.43185e-08 6.96288e-08 3.42849e-08 6.41085e-08 3.11024e-08 3.39581e-07 3.55225e-08 1.87971e-05 3.78242e-08 6.86694e-32 4.84984e-08 0 -------------------------------------------------------------- Initialization seed trial #811 of 1000; initialization seed = 493579036 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 606049 Distortion: 0.00431062 Distortions/cluster: 2.80359e-05 5.63808e-05 2.11621e-05 1.48683e-05 1.12168e-05 1.95035e-05 0.00391362 4.35604e-05 1.78265e-05 0 4.81569e-35 1.65761e-05 1.61291e-05 9.64317e-35 2.22108e-05 8.03927e-05 2.37044e-35 3.35454e-05 1.55876e-05 Variance: 7.30489e-07 Variances/cluster: 4.19035e-08 6.50086e-08 4.60007e-08 2.43686e-07 6.12889e-08 3.42126e-08 0.00391989 2.7222e-06 3.78444e-08 0 2.67973e-31 3.57213e-08 4.3007e-08 6.86694e-32 6.55137e-08 9.47727e-08 0 3.13472e-07 3.31622e-08 -------------------------------------------------------------- Initialization seed trial #812 of 1000; initialization seed = 493579037 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 570828 Distortion: 0.00937846 Distortions/cluster: 0.00027942 1.78959e-05 7.44561e-05 1.21107e-05 1.50709e-05 2.33026e-05 1.75996e-05 2.25111e-05 0 4.67043e-05 0.00872182 1.11166e-05 2.74373e-05 1.78873e-05 4.13628e-05 2.53393e-05 1.27749e-35 1.08283e-34 2.44304e-05 Variance: 1.5893e-06 Variances/cluster: 1.04643e-06 7.24303e-08 1.18929e-07 5.52821e-08 6.05066e-08 3.7161e-08 7.58545e-08 6.9473e-08 0 2.74699e-06 0.156503 4.98341e-08 5.28609e-08 4.23732e-08 4.40929e-08 4.23694e-08 0 0 6.23019e-08 -------------------------------------------------------------- Initialization seed trial #813 of 1000; initialization seed = 493579038 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 689029 Distortion: 0.000666237 Distortions/cluster: 9.37098e-06 1.27749e-35 4.26682e-05 3.72345e-05 0.000307974 1.40788e-05 3.00803e-05 1.58671e-05 3.0436e-05 0 1.44915e-05 9.64317e-35 2.0838e-05 9.31712e-06 2.74568e-05 2.37044e-35 1.08283e-34 1.04233e-05 9.60004e-05 Variance: 1.12902e-07 Variances/cluster: 4.77957e-08 0 4.44884e-08 4.59633e-08 1.71076e-05 7.52647e-08 7.57631e-08 4.98807e-08 6.01454e-08 0 3.86313e-08 6.86694e-32 6.87495e-08 5.23265e-08 5.62588e-08 0 0 5.34359e-08 9.88587e-08 -------------------------------------------------------------- Initialization seed trial #814 of 1000; initialization seed = 493579039 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 556026 Distortion: 0.0130057 Distortions/cluster: 3.32281e-05 2.88258e-05 2.21397e-05 0 4.35604e-05 1.77351e-05 2.48718e-05 4.81569e-35 1.67213e-05 2.03459e-05 0.00391362 3.82031e-05 2.19698e-05 1.69891e-05 0.00872182 1.13353e-05 3.36284e-05 1.59046e-05 2.48148e-05 Variance: 2.20398e-06 Variances/cluster: 8.00423e-08 4.20164e-08 4.91949e-08 0 2.7222e-06 3.7973e-08 5.82286e-08 2.67973e-31 6.35744e-08 3.50147e-08 0.00391989 3.15692e-07 4.85901e-08 3.45979e-08 0.156503 6.12668e-08 7.37233e-08 3.50291e-08 5.70408e-08 -------------------------------------------------------------- Initialization seed trial #815 of 1000; initialization seed = 493579040 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 98 BIC score: 690206 Distortion: 0.000654409 Distortions/cluster: 2.5213e-05 0.000300791 3.99696e-05 3.31983e-05 3.89873e-05 3.53035e-05 9.64317e-35 4.90368e-05 1.27749e-35 1.97462e-05 1.08283e-34 3.15515e-05 0 2.37044e-35 2.86463e-05 2.23668e-05 0 2.95988e-05 0 Variance: 1.10898e-07 Variances/cluster: 5.17675e-08 1.87971e-05 6.86544e-08 3.88704e-08 3.38981e-07 5.95142e-08 6.86694e-32 8.51064e-08 0 4.07099e-08 0 4.35155e-08 0 0 7.5181e-08 3.63646e-08 0 6.24396e-08 0 -------------------------------------------------------------- Initialization seed trial #816 of 1000; initialization seed = 493579041 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 510749 Distortion: 0.0362521 Distortions/cluster: 1.71488e-05 1.07598e-05 4.05094e-05 4.08979e-05 0.000300791 1.69079e-05 1.15002e-05 1.95102e-05 4.62784e-05 1.24207e-05 1.88746e-05 1.27749e-35 2.11875e-05 1.08283e-34 3.01662e-05 2.07391e-05 2.37044e-35 0.0356196 2.48718e-05 Variance: 6.14338e-06 Variances/cluster: 3.88827e-08 5.46008e-08 6.07285e-08 3.37961e-07 1.87971e-05 7.44613e-08 5.47453e-08 4.03064e-08 7.9784e-08 5.13087e-08 3.4821e-08 0 3.59678e-08 0 4.24242e-08 4.64853e-08 0 0.035575 5.82286e-08 -------------------------------------------------------------- Initialization seed trial #817 of 1000; initialization seed = 493579042 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 570983 Distortion: 0.00934857 Distortions/cluster: 2.33556e-05 0.00872182 0 3.07489e-05 1.90475e-05 1.27749e-35 2.21524e-05 2.21225e-05 2.33408e-05 0.000300791 1.9419e-05 1.05842e-05 1.08283e-34 1.25053e-05 3.27905e-05 2.25425e-05 1.93123e-05 3.93166e-05 2.87164e-05 Variance: 1.58423e-06 Variances/cluster: 5.31969e-08 0.156503 0 4.33656e-08 3.90281e-08 0 3.61926e-08 4.88198e-08 7.38402e-08 1.87971e-05 7.41129e-08 5.45406e-08 0 6.12955e-08 3.86647e-08 4.94311e-08 6.45688e-08 3.38897e-07 5.88258e-08 -------------------------------------------------------------- Initialization seed trial #818 of 1000; initialization seed = 493579043 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 572225 Distortion: 0.00910549 Distortions/cluster: 1.08283e-34 4.81569e-35 4.67839e-05 0.00872182 3.67128e-05 2.77022e-05 1.4984e-05 2.79393e-05 1.42806e-05 3.57241e-05 1.26823e-05 4.67043e-05 1.5763e-05 4.07957e-05 2.7129e-05 1.27749e-35 1.54527e-05 2.10215e-05 0 Variance: 1.54304e-06 Variances/cluster: 0 2.67973e-31 8.44208e-08 0.156503 5.98708e-08 6.42691e-08 3.35935e-08 7.46982e-08 3.27508e-08 2.95206e-07 4.51281e-08 2.74699e-06 3.15223e-08 6.98334e-08 4.1478e-08 0 3.6101e-08 4.55958e-08 0 -------------------------------------------------------------- Initialization seed trial #819 of 1000; initialization seed = 493579044 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 500855 Distortion: 0.0450267 Distortions/cluster: 1.6509e-05 7.00236e-05 1.27749e-35 2.46633e-05 2.1577e-05 2.38496e-05 4.67043e-05 1.94117e-05 1.32983e-05 9.46586e-06 1.83227e-05 2.04487e-05 1.97927e-05 3.28638e-05 1.08283e-34 4.81569e-35 0.0446389 1.63745e-05 3.44908e-05 Variance: 7.63035e-06 Variances/cluster: 4.44948e-08 1.2327e-07 0 7.20923e-08 4.13315e-08 4.06257e-08 2.74699e-06 6.38337e-08 4.61708e-08 5.91566e-08 3.83286e-08 5.75967e-08 3.4478e-08 6.08393e-08 0 2.67973e-31 0.0422886 7.21288e-08 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #820 of 1000; initialization seed = 493579045 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 501095 Distortion: 0.0450115 Distortions/cluster: 1.12084e-05 2.25163e-05 1.72842e-05 1.8271e-05 1.08283e-34 4.01422e-05 2.00426e-05 3.01572e-05 4.62784e-05 4.81569e-35 1.66227e-05 1.27749e-35 4.67043e-05 1.20313e-05 1.82517e-05 3.57241e-05 1.40194e-05 0.0446389 2.32769e-05 Variance: 7.62777e-06 Variances/cluster: 4.97991e-08 3.69684e-08 3.72471e-08 6.97146e-08 0 6.0178e-08 4.0983e-08 4.23519e-08 7.9784e-08 2.67973e-31 3.38518e-08 0 2.74699e-06 5.51715e-08 4.33391e-08 2.95206e-07 6.174e-08 0.0422886 5.87606e-08 -------------------------------------------------------------- Initialization seed trial #821 of 1000; initialization seed = 493579046 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 690178 Distortion: 0.000640878 Distortions/cluster: 1.68592e-05 1.24607e-05 3.96065e-05 0 1.27749e-35 4.07957e-05 1.08283e-34 9.64317e-35 1.80553e-05 2.37044e-35 2.00004e-05 2.29652e-05 2.22377e-05 0.000300791 3.67128e-05 1.5821e-05 1.94668e-05 4.67839e-05 2.83219e-05 Variance: 1.08605e-07 Variances/cluster: 3.44034e-08 6.16813e-08 3.35609e-07 0 0 6.98334e-08 0 6.86694e-32 3.80876e-08 0 3.45988e-08 5.24273e-08 5.00807e-08 1.87971e-05 5.98708e-08 3.50767e-08 7.37323e-08 8.44208e-08 4.19547e-08 -------------------------------------------------------------- Initialization seed trial #822 of 1000; initialization seed = 493579047 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 556288 Distortion: 0.0130095 Distortions/cluster: 1.89113e-05 2.93351e-05 1.40316e-05 1.53187e-05 0 1.46958e-05 4.90368e-05 2.1362e-05 0.00872182 1.35274e-05 1.50543e-05 0.00391362 3.53674e-05 1.69243e-05 1.1139e-05 4.81569e-35 3.62739e-05 3.9511e-05 4.35604e-05 Variance: 2.20462e-06 Variances/cluster: 4.56752e-08 3.75096e-08 5.43817e-08 3.52935e-08 0 4.16278e-08 8.51064e-08 3.56587e-08 0.156503 9.52557e-08 3.7632e-08 0.00391989 5.95215e-08 3.7275e-08 6.11983e-08 2.67973e-31 3.15389e-07 6.81007e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #823 of 1000; initialization seed = 493579048 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 554898 Distortion: 0.0132609 Distortions/cluster: 2.00766e-05 3.77725e-05 0.00391362 1.43363e-05 9.09236e-06 1.41621e-05 1.49136e-05 2.49472e-05 1.3808e-05 1.05663e-05 3.49568e-05 0.000296857 2.86463e-05 1.60256e-05 4.67605e-05 1.33825e-05 2.91497e-05 0.00872182 0 Variance: 2.24723e-06 Variances/cluster: 4.28949e-08 3.66684e-07 0.00391989 3.57481e-08 3.2469e-08 3.47079e-08 3.57604e-08 5.50667e-08 3.04115e-08 2.97608e-08 6.1416e-08 1.9788e-05 7.5181e-08 2.50339e-07 8.43786e-08 3.48473e-08 4.91402e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #824 of 1000; initialization seed = 493579049 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 556773 Distortion: 0.0130049 Distortions/cluster: 3.64852e-05 1.14382e-05 3.48182e-05 2.06719e-05 1.11305e-05 0.00391362 1.96353e-05 0.00872182 1.01096e-05 9.72935e-06 1.34244e-05 3.56654e-05 0 3.91365e-05 4.35604e-05 3.21991e-05 1.88058e-05 3.2622e-05 4.81569e-35 Variance: 2.20384e-06 Variances/cluster: 4.42206e-08 5.03725e-08 3.13645e-07 3.51523e-08 5.4014e-08 0.00391989 4.45098e-08 0.156503 2.02133e-07 5.34408e-08 5.78458e-08 5.79876e-08 0 7.6582e-08 2.7222e-06 5.15135e-08 4.44438e-08 3.85114e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #825 of 1000; initialization seed = 493579050 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 501312 Distortion: 0.0450385 Distortions/cluster: 1.13045e-05 6.6306e-05 1.08283e-34 8.15136e-06 4.67043e-05 2.75805e-05 1.65788e-05 4.81569e-35 1.50597e-05 1.42355e-05 1.72937e-05 1.48681e-05 3.78274e-05 1.27749e-35 9.12399e-06 1.34126e-05 1.77683e-05 8.33627e-05 0.0446389 Variance: 7.63235e-06 Variances/cluster: 2.90571e-08 7.43933e-08 0 3.27326e-08 2.74699e-06 4.1596e-08 3.67567e-08 2.67973e-31 6.63372e-08 3.318e-08 5.071e-08 3.31848e-08 3.00181e-07 0 5.92416e-08 4.62467e-08 4.82795e-08 9.73555e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #826 of 1000; initialization seed = 493579051 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 570652 Distortion: 0.00935823 Distortions/cluster: 1.08283e-34 2.46138e-05 2.35129e-05 4.35604e-05 1.82594e-05 2.03821e-05 1.70755e-05 2.15936e-05 2.8984e-05 1.61046e-05 1.27749e-35 0.00872182 2.88814e-05 1.0815e-05 2.86012e-05 0.000296555 0 3.82031e-05 1.92731e-05 Variance: 1.58587e-06 Variances/cluster: 0 4.91249e-08 7.46208e-08 2.7222e-06 3.86813e-08 3.50167e-08 3.46329e-08 4.81845e-08 4.20632e-08 3.53139e-08 0 0.156503 5.86827e-08 5.51611e-08 7.50627e-08 6.7547e-07 0 3.15692e-07 6.44378e-08 -------------------------------------------------------------- Initialization seed trial #827 of 1000; initialization seed = 493579052 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 688241 Distortion: 0.00066531 Distortions/cluster: 7.35137e-05 2.23743e-05 1.05128e-05 4.67043e-05 2.14656e-05 3.27527e-05 0 1.98062e-05 9.64317e-35 2.86012e-05 0.000297273 1.08283e-34 1.0697e-05 1.27749e-35 2.43786e-05 2.61808e-05 2.37044e-35 1.65589e-05 3.44908e-05 Variance: 1.12745e-07 Variances/cluster: 1.14676e-07 4.20533e-08 3.22443e-08 2.74699e-06 4.01939e-08 6.07463e-08 0 6.42853e-08 6.86694e-32 7.50627e-08 6.67974e-07 0 3.19277e-08 0 7.18907e-08 5.23569e-08 0 3.78024e-08 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #828 of 1000; initialization seed = 493579053 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 496404 Distortion: 0.0491988 Distortions/cluster: 2.93059e-05 7.70953e-06 1.27517e-05 2.18481e-05 7.87239e-06 0.0446389 2.25722e-05 1.89478e-05 1.54128e-05 0.00391362 1.19718e-05 2.4081e-05 2.57585e-05 0.000278084 1.01255e-05 1.95077e-05 2.03736e-05 7.32692e-05 4.67043e-05 Variance: 8.33737e-06 Variances/cluster: 5.93042e-08 4.78811e-08 5.22441e-08 4.12192e-08 5.70427e-08 0.0422886 4.05206e-08 3.93073e-08 7.20162e-08 0.00391989 5.56649e-08 7.10133e-08 5.62233e-08 1.14428e-06 5.9909e-08 4.55747e-08 3.49421e-08 1.17033e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #829 of 1000; initialization seed = 493579054 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 500866 Distortion: 0.0450046 Distortions/cluster: 2.93425e-05 2.1165e-05 2.04443e-05 1.68289e-05 0.0446389 2.18326e-05 2.86463e-05 4.35604e-05 1.60747e-05 3.68069e-05 2.15942e-05 2.30601e-05 2.49894e-05 1.27749e-35 1.08283e-34 4.81569e-35 1.77218e-05 2.90395e-05 1.45841e-05 Variance: 7.62661e-06 Variances/cluster: 6.2559e-08 7.10012e-08 3.50633e-08 3.61103e-08 0.0422886 5.6837e-08 7.5181e-08 2.7222e-06 3.35558e-08 3.14553e-07 5.05556e-08 5.91096e-08 5.16263e-08 0 0 2.67973e-31 3.79444e-08 4.22049e-08 5.83178e-08 -------------------------------------------------------------- Initialization seed trial #830 of 1000; initialization seed = 493579055 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 79 BIC score: 497166 Distortion: 0.0489123 Distortions/cluster: 3.57241e-05 2.27805e-05 1.19074e-05 0.00391362 3.04905e-05 2.02986e-05 1.43097e-05 8.6007e-06 1.82839e-05 1.37663e-05 3.19043e-05 0.0446389 4.67043e-05 2.27793e-05 4.81569e-35 1.84018e-05 2.25077e-05 1.94895e-05 2.18575e-05 Variance: 8.28882e-06 Variances/cluster: 2.95206e-07 4.82598e-08 6.13734e-08 0.00391989 4.31228e-08 5.06153e-08 7.569e-08 5.0576e-08 4.36228e-08 5.73413e-08 3.81597e-08 0.0422886 2.74699e-06 7.27718e-08 2.67973e-31 3.83334e-08 5.93676e-08 5.535e-08 3.59456e-08 -------------------------------------------------------------- Initialization seed trial #831 of 1000; initialization seed = 493579056 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 571081 Distortion: 0.00937789 Distortions/cluster: 5.68468e-05 1.94508e-05 1.13353e-05 2.20425e-05 8.03927e-05 1.49584e-05 1.39163e-05 1.55226e-05 1.52182e-05 4.35604e-05 1.27749e-35 0.000296041 1.08283e-34 1.71466e-05 0.00872182 0 1.46808e-05 1.47538e-05 2.02002e-05 Variance: 1.5892e-06 Variances/cluster: 6.54704e-08 3.43008e-08 6.12668e-08 5.17387e-08 9.47727e-08 3.55276e-08 3.1411e-08 5.90169e-08 3.52241e-08 2.7222e-06 0 3.0205e-06 0 3.95047e-08 0.156503 0 3.68828e-08 2.30472e-07 4.62204e-08 -------------------------------------------------------------- Initialization seed trial #832 of 1000; initialization seed = 493579057 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 713401 Distortion: 0.000386494 Distortions/cluster: 2.51881e-05 2.23091e-05 3.00347e-05 3.01346e-05 3.09064e-05 0 2.11957e-05 2.31325e-05 4.67043e-05 4.80931e-05 4.81569e-35 1.44798e-05 3.62143e-05 1.27749e-35 9.64317e-35 1.08283e-34 3.69874e-05 2.11141e-05 2.37044e-35 Variance: 6.54964e-08 Variances/cluster: 5.17162e-08 5.66035e-08 4.14796e-08 7.5709e-08 6.08344e-08 0 7.11044e-08 5.91436e-08 2.74699e-06 4.86237e-08 2.67973e-31 5.81331e-08 2.96805e-07 0 6.86694e-32 0 4.07764e-08 5.06169e-08 0 -------------------------------------------------------------- Initialization seed trial #833 of 1000; initialization seed = 493579058 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 555987 Distortion: 0.0130013 Distortions/cluster: 1.44798e-05 1.669e-05 0 0.00872182 2.95309e-05 2.05984e-05 4.67043e-05 2.3009e-05 2.31671e-05 0.00391362 2.84588e-05 2.84321e-05 4.81569e-35 2.295e-05 1.5819e-05 1.87281e-05 3.57241e-05 2.11957e-05 2.03826e-05 Variance: 2.20324e-06 Variances/cluster: 5.81331e-08 3.44804e-08 0 0.156503 6.28266e-08 3.51468e-08 2.74699e-06 5.91302e-08 5.87803e-08 0.00391989 7.48856e-08 4.18699e-08 2.67973e-31 4.7908e-08 3.48405e-08 3.90131e-08 2.95206e-07 7.11044e-08 4.86301e-08 -------------------------------------------------------------- Initialization seed trial #834 of 1000; initialization seed = 493579059 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 66 BIC score: 500385 Distortion: 0.0452618 Distortions/cluster: 4.35604e-05 2.07646e-05 0.000298267 2.8329e-05 1.53217e-05 1.85218e-05 2.24414e-05 2.97451e-05 2.19939e-05 2.71211e-05 1.54734e-05 1.49412e-05 1.57257e-05 1.42075e-05 1.9412e-05 0.0446389 1.08283e-34 1.70089e-05 1.27749e-35 Variance: 7.67018e-06 Variances/cluster: 2.7222e-06 4.28099e-08 2.89547e-06 5.10264e-08 3.5546e-08 3.3429e-08 5.18235e-08 5.61049e-08 6.5633e-08 7.29004e-08 2.66728e-07 3.70713e-08 3.73499e-08 3.76824e-08 6.40454e-08 0.0422886 0 3.25189e-08 0 -------------------------------------------------------------- Initialization seed trial #835 of 1000; initialization seed = 493579060 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 75 BIC score: 554612 Distortion: 0.0132671 Distortions/cluster: 2.23668e-05 1.19962e-05 1.34365e-05 2.40958e-05 1.51361e-05 4.67043e-05 1.4772e-05 1.33588e-05 1.2032e-05 0.00391362 0 3.57241e-05 0.00872182 1.25235e-05 0.000296078 2.71812e-05 3.36824e-05 3.35214e-05 1.90128e-05 Variance: 2.24827e-06 Variances/cluster: 4.61129e-08 3.00629e-08 3.2531e-08 7.0024e-08 3.58644e-08 2.74699e-06 3.07715e-08 3.36465e-08 4.52281e-08 0.00391989 0 2.95206e-07 0.156503 3.38442e-08 7.15105e-07 7.44632e-08 5.91764e-08 6.22874e-08 6.35675e-08 -------------------------------------------------------------- Initialization seed trial #836 of 1000; initialization seed = 493579061 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 556551 Distortion: 0.0129985 Distortions/cluster: 2.92161e-05 2.22179e-05 2.21145e-05 4.35604e-05 2.18495e-05 3.24328e-05 2.60417e-05 1.22872e-05 1.92913e-05 9.67578e-06 0.00872182 1.96393e-05 3.38737e-05 2.14732e-05 0 4.81569e-35 3.05188e-05 1.88701e-05 0.00391362 Variance: 2.20276e-06 Variances/cluster: 5.54208e-08 3.61813e-08 6.57963e-08 2.7222e-06 4.95409e-08 3.84697e-08 4.75058e-08 6.14306e-08 6.38582e-08 1.86021e-07 0.156503 7.38266e-08 3.10734e-07 4.78205e-08 0 2.67973e-31 4.27997e-08 3.90648e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #837 of 1000; initialization seed = 493579062 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 67 BIC score: 554740 Distortion: 0.0132654 Distortions/cluster: 4.67043e-05 0.000300632 8.57305e-06 1.20832e-05 2.88814e-05 1.7982e-05 0 1.41558e-05 0.00872182 2.20999e-05 2.20758e-05 0.00391362 2.31159e-05 2.86268e-05 3.0048e-05 1.91944e-05 2.90326e-05 1.5953e-05 1.08092e-05 Variance: 2.24799e-06 Variances/cluster: 2.74699e-06 2.56921e-06 3.36159e-08 3.02045e-08 5.86827e-08 3.85017e-08 0 3.25392e-08 0.156503 4.6917e-08 4.89328e-08 0.00391989 7.38295e-08 6.11634e-08 4.43148e-08 6.439e-08 7.5797e-08 3.48288e-08 5.51315e-08 -------------------------------------------------------------- Initialization seed trial #838 of 1000; initialization seed = 493579063 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 688520 Distortion: 0.000666816 Distortions/cluster: 3.41628e-05 1.55857e-05 1.08404e-05 7.34059e-05 2.1474e-05 0 0.000281195 4.67043e-05 2.04568e-05 9.64317e-35 4.06001e-05 1.08283e-34 3.33079e-05 1.57488e-05 2.2157e-05 2.62273e-05 1.27749e-35 2.37044e-35 2.49501e-05 Variance: 1.13001e-07 Variances/cluster: 7.4731e-08 5.85885e-08 6.08961e-08 1.18769e-07 4.74936e-08 0 9.56366e-07 2.74699e-06 4.71311e-08 6.86694e-32 4.36992e-08 0 8.00416e-08 7.6075e-08 3.62001e-08 6.12585e-08 0 0 4.20703e-08 -------------------------------------------------------------- Initialization seed trial #839 of 1000; initialization seed = 493579064 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 96 BIC score: 505793 Distortion: 0.0401561 Distortions/cluster: 1.42274e-05 1.91983e-05 0.00391362 2.08404e-05 4.67605e-05 1.29071e-05 0.000300791 1.46326e-05 2.9885e-05 2.08845e-05 2.37044e-35 3.50123e-05 1.7963e-05 1.14771e-05 1.53181e-05 0.0356196 3.52768e-05 1.34693e-05 1.42599e-05 Variance: 6.80496e-06 Variances/cluster: 3.46134e-08 3.39753e-08 0.00391989 4.55989e-08 8.43786e-08 2.18715e-07 1.87971e-05 3.55988e-08 5.02949e-08 6.52591e-08 0 6.14055e-08 4.67744e-08 6.16996e-08 3.63818e-08 0.035575 3.35931e-07 3.41831e-08 3.15458e-08 -------------------------------------------------------------- Initialization seed trial #840 of 1000; initialization seed = 493579065 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 602855 Distortion: 0.00455569 Distortions/cluster: 0.000298253 1.12608e-05 1.601e-05 4.67839e-05 1.2514e-05 1.91381e-05 1.61061e-05 0 3.00292e-05 1.40363e-05 0.00391362 9.64317e-35 1.80759e-05 3.98577e-05 2.00614e-05 2.37044e-35 3.67128e-05 4.67043e-05 1.65241e-05 Variance: 7.7202e-07 Variances/cluster: 2.68666e-06 6.11949e-08 3.51838e-08 8.44208e-08 1.0787e-07 4.55627e-08 4.24927e-08 0 4.43525e-08 5.46119e-08 0.00391989 6.86694e-32 3.82118e-08 6.84621e-08 3.46444e-08 0 5.98708e-08 2.74699e-06 3.42083e-08 -------------------------------------------------------------- Initialization seed trial #841 of 1000; initialization seed = 493579066 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 572186 Distortion: 0.00910225 Distortions/cluster: 0 3.67128e-05 3.67884e-05 1.27749e-35 2.90326e-05 2.41306e-05 1.94644e-05 0.00872182 1.55318e-05 4.81569e-35 2.88669e-05 1.3841e-05 1.41992e-05 1.50212e-05 1.08283e-34 4.67839e-05 4.35604e-05 1.5706e-05 4.07957e-05 Variance: 1.54249e-06 Variances/cluster: 0 5.98708e-08 3.14394e-07 0 7.5797e-08 5.12282e-08 3.42041e-08 0.156503 3.57844e-08 2.67973e-31 6.20743e-08 3.13118e-08 3.42121e-08 3.71776e-08 0 8.44208e-08 2.7222e-06 3.62694e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #842 of 1000; initialization seed = 493579067 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 570546 Distortion: 0.00937647 Distortions/cluster: 0.000276927 1.27517e-05 1.22558e-05 2.33494e-05 0.00872182 1.08283e-34 2.94601e-05 2.0586e-05 2.37974e-05 2.58475e-05 2.21869e-05 7.35898e-05 2.1963e-05 0 1.8898e-05 1.27749e-35 2.6026e-05 4.67043e-05 2.03035e-05 Variance: 1.58896e-06 Variances/cluster: 1.93639e-06 5.22441e-08 5.6201e-08 5.33044e-08 0.156503 0 5.92563e-08 6.41259e-08 7.08035e-08 5.70537e-08 4.04832e-08 1.16062e-07 4.12802e-08 0 3.92855e-08 0 5.70561e-08 2.74699e-06 3.48817e-08 -------------------------------------------------------------- Initialization seed trial #843 of 1000; initialization seed = 493579068 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 556222 Distortion: 0.0130327 Distortions/cluster: 0 3.78274e-05 2.03034e-05 1.40828e-05 2.49721e-05 1.18711e-05 1.70214e-05 1.17609e-05 0.00872182 8.366e-05 4.81569e-35 8.25698e-06 1.20649e-05 1.52922e-05 1.39503e-05 6.60089e-05 0.00391362 1.35078e-05 4.67043e-05 Variance: 2.20856e-06 Variances/cluster: 0 3.00181e-07 4.78811e-08 3.385e-08 5.62388e-08 2.99742e-08 6.35079e-08 6.18941e-08 0.156503 9.74749e-08 2.67973e-31 3.30241e-08 2.99352e-08 3.62343e-08 3.54034e-08 7.42266e-08 0.00391989 3.35985e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #844 of 1000; initialization seed = 493579069 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 555195 Distortion: 0.0132576 Distortions/cluster: 3.32645e-05 2.86463e-05 2.9172e-05 0 2.26639e-05 0.00391362 1.38932e-05 1.93494e-05 2.40531e-05 1.54434e-05 1.05026e-05 0.00872182 1.9651e-05 4.08979e-05 0.000300791 9.48949e-06 1.32333e-05 1.02247e-05 3.08525e-05 Variance: 2.24666e-06 Variances/cluster: 3.8948e-08 7.5181e-08 6.16695e-08 0 3.66687e-08 0.00391989 3.86872e-08 3.95656e-08 4.94876e-08 4.94821e-08 5.35675e-08 0.156503 6.19701e-08 3.37961e-07 1.87971e-05 4.79113e-08 7.51666e-08 5.37971e-08 4.32676e-08 -------------------------------------------------------------- Initialization seed trial #845 of 1000; initialization seed = 493579070 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 710525 Distortion: 0.000413987 Distortions/cluster: 2.58511e-05 1.15575e-05 2.41898e-05 4.81569e-35 2.37044e-35 4.67043e-05 2.17464e-05 0 3.73047e-05 7.89562e-05 1.72269e-05 2.23064e-05 9.64317e-35 4.05638e-05 0 1.08283e-34 1.27749e-35 4.67839e-05 4.07957e-05 Variance: 7.01553e-08 Variances/cluster: 5.61933e-08 6.17997e-08 5.4111e-08 2.67973e-31 0 2.74699e-06 4.07962e-08 0 6.0737e-08 1.14088e-07 6.3563e-08 3.63255e-08 6.86694e-32 4.36601e-08 0 0 0 8.44208e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #846 of 1000; initialization seed = 493579071 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 511115 Distortion: 0.0360126 Distortions/cluster: 2.17001e-05 4.67043e-05 1.27749e-35 2.49664e-05 2.98108e-05 2.99088e-05 1.08283e-34 2.27261e-05 2.90584e-05 4.81569e-35 7.43954e-05 2.37044e-35 2.07121e-05 0.0356196 2.06719e-05 1.6185e-05 1.8722e-05 1.84476e-05 1.89993e-05 Variance: 6.10279e-06 Variances/cluster: 4.10173e-08 2.74699e-06 0 5.27783e-08 7.58485e-08 6.10189e-08 0 6.92653e-08 6.11706e-08 2.67973e-31 1.10697e-07 0 3.53408e-08 0.035575 3.99033e-08 9.68843e-08 6.34442e-08 3.89062e-08 3.93325e-08 -------------------------------------------------------------- Initialization seed trial #847 of 1000; initialization seed = 493579072 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 690059 Distortion: 0.000649926 Distortions/cluster: 2.2366e-05 1.97726e-05 2.86012e-05 0 2.4344e-05 3.32995e-05 1.89386e-05 1.08283e-34 3.14729e-05 9.64317e-35 2.52237e-05 4.67043e-05 3.33687e-05 0.000297331 1.27749e-35 3.27799e-05 2.37044e-35 0 3.57241e-05 Variance: 1.10138e-07 Variances/cluster: 3.63634e-08 4.03484e-08 7.50627e-08 0 4.84897e-08 3.8989e-08 6.33195e-08 0 4.33474e-08 6.86694e-32 7.24593e-08 2.74699e-06 5.91449e-08 6.66606e-07 0 6.07967e-08 0 0 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #848 of 1000; initialization seed = 493579073 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 603497 Distortion: 0.00457823 Distortions/cluster: 0.00391362 9.64317e-35 1.48683e-05 3.34171e-05 1.69243e-05 4.35604e-05 5.63808e-05 0.000276908 1.78527e-05 1.56914e-05 8.03927e-05 1.54894e-05 1.93132e-05 2.37044e-35 2.28404e-05 0 2.15624e-05 0 2.94044e-05 Variance: 7.75839e-07 Variances/cluster: 0.00391989 6.86694e-32 2.43686e-07 3.15218e-07 3.7275e-08 2.7222e-06 6.50086e-08 1.93625e-06 6.0719e-08 3.5904e-08 9.47727e-08 3.80537e-08 4.32024e-08 0 5.23818e-08 0 3.58137e-08 0 3.75502e-08 -------------------------------------------------------------- Initialization seed trial #849 of 1000; initialization seed = 493579074 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 69 BIC score: 570946 Distortion: 0.00935822 Distortions/cluster: 1.16404e-05 2.30313e-05 3.57241e-05 4.67043e-05 0.00872182 1.08283e-34 2.26639e-05 3.32649e-05 1.27749e-35 3.08879e-05 1.08941e-05 0 0.00029302 2.20758e-05 2.2392e-05 1.91268e-05 1.91944e-05 1.69003e-05 2.88814e-05 Variance: 1.58587e-06 Variances/cluster: 6.15842e-08 7.37953e-08 2.95206e-07 2.74699e-06 0.156503 0 3.66687e-08 3.89485e-08 0 4.31358e-08 5.52826e-08 0 6.94304e-07 4.89328e-08 4.84632e-08 3.95143e-08 6.439e-08 6.32921e-08 5.86827e-08 -------------------------------------------------------------- Initialization seed trial #850 of 1000; initialization seed = 493579075 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 74 BIC score: 554750 Distortion: 0.0132617 Distortions/cluster: 2.08909e-05 1.00812e-05 1.52103e-05 0 3.33079e-05 2.15545e-05 2.82128e-05 3.38285e-05 2.00333e-05 1.44556e-05 4.08979e-05 0.00391362 2.50039e-05 0.000300791 1.25053e-05 1.51682e-05 1.8926e-05 0.00872182 1.54307e-05 Variance: 2.24737e-06 Variances/cluster: 5.05791e-08 4.42108e-08 3.41008e-08 0 8.00416e-08 4.75663e-08 4.19797e-08 7.48182e-08 4.70222e-08 3.24087e-08 3.37961e-07 0.00391989 5.82649e-08 1.87971e-05 6.12955e-08 3.10152e-08 7.3924e-08 0.156503 3.57158e-08 -------------------------------------------------------------- Initialization seed trial #851 of 1000; initialization seed = 493579076 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 24 BIC score: 606107 Distortion: 0.00432222 Distortions/cluster: 3.78274e-05 6.6306e-05 1.96326e-05 0.00391362 8.33627e-05 1.76104e-05 0 2.80572e-05 1.58336e-05 2.46705e-05 2.37044e-35 1.17906e-05 1.93112e-05 4.67043e-05 1.63982e-05 9.64317e-35 2.10932e-05 0 4.81569e-35 Variance: 7.32455e-07 Variances/cluster: 3.00181e-07 7.43933e-08 3.43187e-08 0.00391989 9.73555e-08 3.76255e-08 0 4.17481e-08 3.31218e-08 5.33949e-08 0 6.23788e-08 4.90088e-08 2.74699e-06 3.5879e-08 6.86694e-32 6.61179e-08 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #852 of 1000; initialization seed = 493579077 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 74 BIC score: 500570 Distortion: 0.0452553 Distortions/cluster: 1.13353e-05 1.94952e-05 1.08283e-34 1.79952e-05 1.47769e-05 1.9864e-05 1.67821e-05 2.0401e-05 3.60168e-05 0.000300791 2.19939e-05 1.27749e-35 2.9662e-05 0.0446389 2.84926e-05 1.54512e-05 1.89465e-05 1.60884e-05 2.8329e-05 Variance: 7.6691e-06 Variances/cluster: 6.12668e-08 6.41085e-08 0 3.83656e-08 2.54722e-07 4.70671e-08 3.44571e-08 3.49891e-08 3.36566e-07 1.87971e-05 6.5633e-08 0 5.60539e-08 0.0422886 4.15914e-08 5.89697e-08 4.25726e-08 3.52012e-08 5.10264e-08 -------------------------------------------------------------- Initialization seed trial #853 of 1000; initialization seed = 493579078 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 501383 Distortion: 0.045019 Distortions/cluster: 7.72986e-06 4.07957e-05 1.08283e-34 7.18443e-06 1.86723e-05 4.81569e-35 0.0446389 2.13224e-05 3.57241e-05 3.10061e-05 1.38991e-05 9.62047e-06 1.60232e-05 1.78612e-05 4.67043e-05 3.00779e-05 1.27749e-35 3.67128e-05 4.67839e-05 Variance: 7.62905e-06 Variances/cluster: 4.3668e-08 6.98334e-08 0 4.20107e-08 5.44331e-08 2.67973e-31 0.0422886 3.56521e-08 2.95206e-07 3.75344e-08 3.98219e-08 5.93806e-08 7.62953e-08 3.77579e-08 2.74699e-06 4.29034e-08 0 5.98708e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #854 of 1000; initialization seed = 493579079 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 556225 Distortion: 0.0130326 Distortions/cluster: 1.96393e-05 6.73163e-05 1.2392e-05 1.10745e-05 0.00391362 1.22872e-05 1.45709e-05 1.52447e-05 3.76263e-05 8.366e-05 8.37543e-06 2.16976e-05 4.35604e-05 1.30689e-05 0.00872182 4.81569e-35 2.21909e-05 0 1.44511e-05 Variance: 2.20854e-06 Variances/cluster: 7.38266e-08 7.54422e-08 3.02218e-08 2.99276e-08 0.00391989 6.14306e-08 3.58855e-08 3.59514e-08 3.1615e-07 9.74749e-08 3.16017e-08 4.99904e-08 2.7222e-06 3.37668e-08 0.156503 2.67973e-31 5.16022e-08 0 3.42412e-08 -------------------------------------------------------------- Initialization seed trial #855 of 1000; initialization seed = 493579080 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 500443 Distortion: 0.0452465 Distortions/cluster: 1.99079e-05 1.49675e-05 1.08283e-34 1.71328e-05 1.52734e-05 3.30714e-05 2.60819e-05 2.29571e-05 1.9579e-05 2.90326e-05 1.37809e-05 3.15785e-05 1.47871e-05 2.89674e-05 0.0446389 0.00027996 2.45348e-05 1.59192e-05 1.27749e-35 Variance: 7.66759e-06 Variances/cluster: 4.29012e-08 3.72289e-08 0 3.94731e-08 3.55164e-08 7.37969e-08 5.76844e-08 5.05499e-08 3.42849e-08 7.5797e-08 3.11053e-08 7.97183e-08 3.52883e-08 6.20236e-08 0.0422886 2.64085e-06 2.72576e-06 7.5794e-07 0 -------------------------------------------------------------- Initialization seed trial #856 of 1000; initialization seed = 493579081 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 500280 Distortion: 0.0452619 Distortions/cluster: 1.27749e-35 1.08283e-34 1.20547e-05 1.1667e-05 2.19697e-05 3.25482e-05 8.53529e-06 2.17645e-05 3.96065e-05 3.36824e-05 2.14367e-05 1.71523e-05 2.78384e-05 0.0446389 1.56862e-05 1.96949e-05 1.41453e-05 2.43786e-05 0.000300791 Variance: 7.6702e-06 Variances/cluster: 0 0 6.14985e-08 2.96083e-08 4.91452e-08 6.08182e-08 3.33371e-08 5.25664e-08 3.35609e-07 5.91764e-08 7.31571e-08 3.73654e-08 4.17331e-08 0.0422886 3.45481e-08 6.41321e-08 3.2515e-08 7.18907e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #857 of 1000; initialization seed = 493579082 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 556152 Distortion: 0.0130114 Distortions/cluster: 0.00872182 1.71429e-05 1.34797e-05 1.94436e-05 3.57241e-05 4.67043e-05 1.75988e-05 4.81569e-35 4.07957e-05 0 1.57607e-05 2.79733e-05 0.00391362 9.05754e-06 1.50597e-05 1.60563e-05 1.77102e-05 3.67128e-05 4.67839e-05 Variance: 2.20496e-06 Variances/cluster: 0.156503 3.71024e-08 4.63183e-08 3.42277e-08 2.95206e-07 2.74699e-06 5.10062e-08 2.67973e-31 6.98334e-08 0 3.48656e-08 4.18099e-08 0.00391989 5.91946e-08 6.63372e-08 3.37288e-08 4.82527e-08 5.98708e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #858 of 1000; initialization seed = 493579083 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 554804 Distortion: 0.0132638 Distortions/cluster: 2.30629e-05 0.00872182 1.44798e-05 1.58102e-05 3.57241e-05 4.67043e-05 2.23091e-05 0.00391362 0.000293665 2.03908e-05 2.11839e-05 1.6707e-05 1.78935e-05 2.28233e-05 2.11957e-05 2.90113e-05 0 1.11847e-05 1.62628e-05 Variance: 2.24773e-06 Variances/cluster: 5.91167e-08 0.156503 5.81331e-08 6.15136e-08 2.95206e-07 2.74699e-06 5.66035e-08 0.00391989 7.09277e-07 3.50316e-08 5.06628e-08 3.43735e-08 3.83122e-08 4.80448e-08 7.11044e-08 4.21028e-08 0 6.11136e-08 3.54277e-08 -------------------------------------------------------------- Initialization seed trial #859 of 1000; initialization seed = 493579084 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 500908 Distortion: 0.0450126 Distortions/cluster: 3.67128e-05 4.06713e-05 1.77914e-05 1.44015e-05 1.36997e-05 2.12451e-05 1.27749e-35 1.8926e-05 1.50819e-05 0.0446389 1.25053e-05 1.08283e-34 1.45127e-05 3.80553e-05 4.6908e-05 1.83043e-05 2.13278e-05 4.81569e-35 4.35604e-05 Variance: 7.62797e-06 Variances/cluster: 5.98708e-08 6.97398e-08 3.1996e-08 3.65483e-08 3.95908e-08 4.86114e-08 0 7.3924e-08 3.58209e-08 0.0422886 6.12955e-08 0 3.39846e-08 3.17091e-07 8.44922e-08 3.32767e-08 5.06556e-08 2.67973e-31 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #860 of 1000; initialization seed = 493579085 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 688816 Distortion: 0.00067631 Distortions/cluster: 9.3938e-05 1.27749e-35 8.48425e-06 5.75946e-06 2.37044e-35 9.84566e-06 1.63055e-05 9.64317e-35 1.25167e-05 4.72422e-05 4.8904e-05 1.35829e-05 0.000307974 2.06423e-05 1.08283e-34 4.44724e-05 4.82786e-06 0 4.18146e-05 Variance: 1.14609e-07 Variances/cluster: 1.00352e-07 0 4.66016e-08 4.36179e-08 0 5.18027e-08 4.85127e-08 6.86694e-32 7.62981e-08 8.00651e-08 5.15265e-08 3.7718e-08 1.71076e-05 6.8785e-08 0 4.47369e-08 5.5476e-08 0 6.30633e-08 -------------------------------------------------------------- Initialization seed trial #861 of 1000; initialization seed = 493579086 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 688818 Distortion: 0.000662486 Distortions/cluster: 0.000297613 2.17412e-05 1.81104e-05 2.68236e-05 2.87715e-05 7.80122e-05 2.32845e-05 9.64317e-35 1.85187e-05 1.54941e-05 2.37044e-35 4.15498e-05 1.27749e-35 1.14431e-05 2.38809e-05 0 1.05384e-05 1.08283e-34 4.67043e-05 Variance: 1.12267e-07 Variances/cluster: 6.59842e-07 4.10172e-08 6.65614e-08 5.29018e-08 7.51155e-08 1.10961e-07 3.7014e-08 6.86694e-32 6.47303e-08 3.97156e-08 0 4.46733e-08 0 5.49975e-08 6.29894e-08 0 4.87733e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #862 of 1000; initialization seed = 493579087 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 510583 Distortion: 0.0362465 Distortions/cluster: 3.33687e-05 2.00685e-05 1.66378e-05 3.93166e-05 1.8111e-05 2.84222e-05 1.08283e-34 2.32453e-05 0.000300791 1.89386e-05 2.54784e-05 1.66199e-05 1.17743e-05 1.61238e-05 0.0356196 1.27749e-35 3.27799e-05 2.37044e-35 2.52237e-05 Variance: 6.14243e-06 Variances/cluster: 5.91449e-08 3.46566e-08 6.32566e-08 3.38897e-07 3.82859e-08 4.20411e-08 0 5.24677e-08 1.87971e-05 6.33195e-08 5.63634e-08 3.43357e-08 6.19647e-08 3.52017e-08 0.035575 0 6.07967e-08 0 7.24593e-08 -------------------------------------------------------------- Initialization seed trial #863 of 1000; initialization seed = 493579088 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 687815 Distortion: 0.000673371 Distortions/cluster: 1.63475e-05 1.82868e-05 3.99696e-05 4.67043e-05 0 2.08014e-05 2.0521e-05 1.00295e-05 1.08283e-34 2.37044e-35 0.000284707 4.90368e-05 1.27749e-35 1.04539e-05 7.49042e-05 2.57228e-05 3.58899e-05 9.64317e-35 1.99964e-05 Variance: 1.14111e-07 Variances/cluster: 8.55823e-08 3.84951e-08 6.86544e-08 2.74699e-06 0 4.00759e-08 4.49982e-08 3.30968e-08 0 0 8.47274e-07 8.51064e-08 0 3.02102e-08 1.15404e-07 7.26574e-08 6.04009e-08 6.86694e-32 3.97507e-08 -------------------------------------------------------------- Initialization seed trial #864 of 1000; initialization seed = 493579089 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 68 BIC score: 570627 Distortion: 0.00935939 Distortions/cluster: 2.54247e-05 1.81624e-05 1.08283e-34 1.65386e-05 4.67043e-05 0 2.80998e-05 0.00872182 3.35214e-05 2.01163e-05 1.94952e-05 0.000280964 1.99906e-05 3.57241e-05 1.95266e-05 1.27749e-35 2.36116e-05 1.601e-05 3.36824e-05 Variance: 1.58607e-06 Variances/cluster: 7.56629e-08 3.8476e-08 0 3.42384e-08 2.74699e-06 0 4.17494e-08 0.156503 6.22874e-08 4.75519e-08 6.41085e-08 1.0764e-06 3.45819e-08 2.95206e-07 5.89879e-08 0 6.96288e-08 3.51838e-08 5.91764e-08 -------------------------------------------------------------- Initialization seed trial #865 of 1000; initialization seed = 493579090 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 496498 Distortion: 0.0491624 Distortions/cluster: 1.6833e-05 1.03165e-05 2.47925e-05 0.000296857 1.60438e-05 1.75356e-05 0.00391362 1.65801e-05 1.5084e-05 2.81853e-05 3.82073e-05 2.04675e-05 1.31855e-05 2.04657e-05 1.85264e-05 2.9503e-05 0.0446389 1.13485e-05 1.59299e-05 Variance: 8.3312e-06 Variances/cluster: 3.44203e-08 4.86472e-08 5.38925e-08 1.9788e-05 4.03996e-08 6.35151e-08 0.00391989 4.57862e-08 2.4722e-07 4.15064e-08 3.67338e-07 4.35439e-08 5.03104e-08 3.51e-08 3.86734e-08 7.58372e-08 0.0422886 5.48063e-08 3.51622e-08 -------------------------------------------------------------- Initialization seed trial #866 of 1000; initialization seed = 493579091 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 500182 Distortion: 0.0452676 Distortions/cluster: 1.48262e-05 2.99093e-05 2.20932e-05 1.00376e-05 1.27749e-35 1.84444e-05 2.90326e-05 2.11957e-05 0.0446389 2.31671e-05 2.92125e-05 1.08283e-34 9.49774e-06 4.67043e-05 1.44798e-05 0.000300632 2.03826e-05 2.3009e-05 1.60206e-05 Variance: 7.67117e-06 Variances/cluster: 3.49645e-08 4.43062e-08 4.70025e-08 2.97818e-08 0 3.89084e-08 7.5797e-08 7.11044e-08 0.0422886 5.87803e-08 6.18859e-08 0 3.19753e-08 2.74699e-06 5.81331e-08 2.56921e-06 4.86301e-08 5.91302e-08 3.30975e-08 -------------------------------------------------------------- Initialization seed trial #867 of 1000; initialization seed = 493579092 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 500110 Distortion: 0.0452642 Distortions/cluster: 1.08283e-34 1.70809e-05 1.27749e-35 1.98323e-05 1.3812e-05 0.000300151 2.27232e-05 1.40631e-05 2.34297e-05 0.0446389 2.90326e-05 1.54168e-05 2.28296e-05 4.67043e-05 1.45841e-05 2.1165e-05 2.89099e-05 2.02294e-05 1.52868e-05 Variance: 7.67059e-06 Variances/cluster: 0 4.07622e-08 0 3.46678e-08 3.39332e-08 2.58722e-06 4.83429e-08 3.11793e-08 5.97506e-08 0.0422886 7.5797e-08 3.63569e-08 5.91246e-08 2.74699e-06 5.83178e-08 7.10012e-08 6.20335e-08 4.78082e-08 3.59659e-08 -------------------------------------------------------------- Initialization seed trial #868 of 1000; initialization seed = 493579093 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 58 BIC score: 555010 Distortion: 0.013251 Distortions/cluster: 2.84238e-05 1.86519e-05 1.68676e-05 1.61511e-05 1.8115e-05 2.31358e-05 2.80792e-05 2.04028e-05 0.00872182 2.86463e-05 3.59057e-05 1.68447e-05 9.96267e-06 0.00391362 0 2.24391e-05 1.64842e-05 0.000300791 1.46292e-05 Variance: 2.24555e-06 Variances/cluster: 4.15516e-08 6.42967e-08 4.42574e-08 3.52613e-08 3.84569e-08 4.81952e-08 6.03805e-08 3.49921e-08 0.156503 7.5181e-08 3.35532e-07 3.45149e-08 1.87924e-07 0.00391989 0 5.76657e-08 4.08905e-08 1.87971e-05 5.84981e-08 -------------------------------------------------------------- Initialization seed trial #869 of 1000; initialization seed = 493579094 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 710872 Distortion: 0.00040961 Distortions/cluster: 0 4.67043e-05 2.4569e-05 1.81104e-05 1.08283e-34 1.54257e-05 1.85751e-05 9.60723e-05 3.00803e-05 4.81569e-35 1.27749e-35 3.68988e-05 9.64317e-35 1.14431e-05 1.04816e-05 4.28e-05 3.08605e-05 2.37044e-35 2.75883e-05 Variance: 6.94136e-08 Variances/cluster: 0 2.74699e-06 6.44644e-08 6.65614e-08 0 3.96419e-08 6.47015e-08 9.8831e-08 7.57631e-08 2.67973e-31 0 4.57182e-08 6.86694e-32 5.49975e-08 4.87359e-08 4.46259e-08 6.08638e-08 0 5.62975e-08 -------------------------------------------------------------- Initialization seed trial #870 of 1000; initialization seed = 493579095 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 556103 Distortion: 0.0130023 Distortions/cluster: 2.47617e-05 1.69405e-05 1.76717e-05 1.9604e-05 0 4.81569e-35 3.33687e-05 1.13353e-05 3.68069e-05 2.03801e-05 0.00872182 2.89038e-05 0.00391362 1.67213e-05 4.35604e-05 2.447e-05 1.60354e-05 3.28638e-05 2.34598e-05 Variance: 2.20341e-06 Variances/cluster: 5.705e-08 3.61944e-08 3.79185e-08 6.40449e-08 0 2.67973e-31 5.91449e-08 6.12668e-08 3.14553e-07 3.50133e-08 0.156503 4.21302e-08 0.00391989 6.35744e-08 2.7222e-06 7.1948e-08 3.35438e-08 6.08393e-08 5.1669e-08 -------------------------------------------------------------- Initialization seed trial #871 of 1000; initialization seed = 493579096 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 556279 Distortion: 0.0130215 Distortions/cluster: 0.00872182 1.82839e-05 7.44118e-05 0 4.81569e-35 1.72269e-05 2.39416e-05 0.00391362 1.15575e-05 1.42116e-05 4.67043e-05 2.49036e-05 1.94895e-05 8.69846e-06 1.37663e-05 2.54232e-05 2.43963e-05 4.06084e-05 2.24379e-05 Variance: 2.20666e-06 Variances/cluster: 0.156503 4.36228e-08 1.19048e-07 0 2.67973e-31 6.3563e-08 6.26536e-08 0.00391989 6.17997e-08 7.59747e-08 2.74699e-06 4.2063e-08 5.535e-08 5.05561e-08 5.73413e-08 5.53836e-08 5.42092e-08 4.36611e-08 3.6421e-08 -------------------------------------------------------------- Initialization seed trial #872 of 1000; initialization seed = 493579097 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 556340 Distortion: 0.0130058 Distortions/cluster: 2.06661e-05 3.45671e-05 4.78277e-05 1.96794e-05 1.57068e-05 1.67785e-05 1.42195e-05 0.00391362 0.00872182 1.14771e-05 1.79432e-05 4.35604e-05 1.63012e-05 2.82345e-05 0 3.09436e-05 4.81569e-35 1.9646e-05 3.28529e-05 Variance: 2.20401e-06 Variances/cluster: 4.52175e-08 6.08381e-08 8.49246e-08 6.18802e-08 3.49009e-08 4.31285e-08 2.53868e-07 0.00391989 0.156503 6.16996e-08 3.79313e-08 2.7222e-06 3.38874e-08 4.20746e-08 0 5.21643e-08 2.67973e-31 3.42823e-08 3.12848e-07 -------------------------------------------------------------- Initialization seed trial #873 of 1000; initialization seed = 493579098 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 511308 Distortion: 0.0360004 Distortions/cluster: 1.65487e-05 1.77762e-05 1.61238e-05 2.86924e-05 3.82031e-05 4.35604e-05 1.93664e-05 2.22914e-05 1.08283e-34 2.37044e-35 1.99942e-05 0.0356196 1.27749e-35 4.07957e-05 2.14953e-05 1.25053e-05 3.67128e-05 4.81569e-35 4.67839e-05 Variance: 6.10073e-06 Variances/cluster: 3.42594e-08 3.79796e-08 3.52017e-08 4.1883e-08 3.15692e-07 2.7222e-06 7.44807e-08 5.02017e-08 0 0 3.4648e-08 0.035575 0 6.98334e-08 4.96381e-08 6.12955e-08 5.98708e-08 2.67973e-31 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #874 of 1000; initialization seed = 493579099 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 506225 Distortion: 0.039907 Distortions/cluster: 2.37044e-35 0.00391362 0.0356196 3.57241e-05 1.94369e-05 4.81569e-35 1.46119e-05 1.21921e-05 4.67839e-05 3.67128e-05 1.49891e-05 1.37435e-05 4.07957e-05 2.13003e-05 4.67043e-05 1.42882e-05 1.98982e-05 1.4602e-05 2.20467e-05 Variance: 6.76275e-06 Variances/cluster: 0 0.00391989 0.035575 2.95206e-07 3.42159e-08 2.67973e-31 3.19707e-08 6.18836e-08 8.44208e-08 5.98708e-08 3.60284e-08 3.3765e-08 6.98334e-08 7.29408e-08 2.74699e-06 3.47614e-08 4.87655e-08 3.59621e-08 4.92072e-08 -------------------------------------------------------------- Initialization seed trial #875 of 1000; initialization seed = 493579100 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 570816 Distortion: 0.00937712 Distortions/cluster: 2.12874e-05 2.26196e-05 0.00872182 1.08283e-34 0.000279397 2.24851e-05 1.51269e-05 1.44798e-05 2.11957e-05 2.30325e-05 2.04052e-05 0 2.41546e-05 4.13019e-05 1.62326e-05 7.63275e-05 4.67043e-05 1.05476e-05 1.27749e-35 Variance: 1.58907e-06 Variances/cluster: 4.67811e-08 4.13481e-08 0.156503 0 1.07451e-06 3.64384e-08 5.77317e-08 5.81331e-08 7.11044e-08 5.88878e-08 4.78841e-08 0 6.23945e-08 4.44546e-08 7.58472e-08 1.13068e-07 2.74699e-06 6.09636e-08 0 -------------------------------------------------------------- Initialization seed trial #876 of 1000; initialization seed = 493579101 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 73 BIC score: 500366 Distortion: 0.0452608 Distortions/cluster: 3.93166e-05 1.08283e-34 3.25482e-05 3.36824e-05 2.81646e-05 0.000300791 0.0446389 1.5972e-05 1.95431e-05 1.96949e-05 1.67248e-05 1.52978e-05 1.93382e-05 1.73002e-05 1.63318e-05 2.43786e-05 9.73979e-06 1.3031e-05 1.27749e-35 Variance: 7.67002e-06 Variances/cluster: 3.38897e-07 0 6.08182e-08 5.91764e-08 4.20331e-08 1.87971e-05 0.0422886 4.32809e-08 5.56733e-08 6.41321e-08 7.39979e-08 3.28957e-08 3.41624e-08 3.73619e-08 3.55007e-08 7.18907e-08 5.93839e-08 4.60421e-08 0 -------------------------------------------------------------- Initialization seed trial #877 of 1000; initialization seed = 493579102 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 572328 Distortion: 0.00910294 Distortions/cluster: 4.02654e-05 2.31436e-05 0 1.92424e-05 1.58581e-05 2.26488e-05 3.65748e-05 1.08283e-34 1.20795e-05 1.27749e-35 2.79035e-05 4.74532e-05 1.62075e-05 4.67043e-05 4.81569e-35 1.95802e-05 3.57241e-05 1.77335e-05 0.00872182 Variance: 1.54261e-06 Variances/cluster: 6.94009e-08 7.27731e-08 0 4.94617e-08 3.31731e-08 4.87031e-08 5.98409e-08 0 6.16251e-08 0 4.1768e-08 8.47111e-08 3.56176e-08 2.74699e-06 2.67973e-31 3.4287e-08 2.95206e-07 3.76471e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #878 of 1000; initialization seed = 493579103 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 554845 Distortion: 0.0132649 Distortions/cluster: 0 2.87933e-05 2.05535e-05 9.54477e-06 0.00872182 1.38409e-05 2.25077e-05 3.57241e-05 1.60625e-05 1.68e-05 2.41042e-05 0.00391362 1.85401e-05 4.67043e-05 2.86012e-05 1.39174e-05 1.88595e-05 0.000296642 1.82839e-05 Variance: 2.24791e-06 Variances/cluster: 0 4.19691e-08 3.51301e-08 5.2427e-08 0.156503 5.74125e-08 5.93676e-08 2.95206e-07 3.36006e-08 3.60484e-08 4.83006e-08 0.00391989 3.89461e-08 2.74699e-06 7.50627e-08 7.48023e-08 5.5127e-08 6.72602e-07 4.36228e-08 -------------------------------------------------------------- Initialization seed trial #879 of 1000; initialization seed = 493579104 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 500850 Distortion: 0.0450048 Distortions/cluster: 1.8677e-05 2.11957e-05 2.82137e-05 4.81569e-35 2.23091e-05 1.44798e-05 4.67043e-05 3.57241e-05 2.31325e-05 1.62843e-05 1.64641e-05 2.11141e-05 0.0446389 2.90887e-05 1.27749e-35 2.98108e-05 2.23769e-05 1.08283e-34 2.03091e-05 Variance: 7.62664e-06 Variances/cluster: 3.8988e-08 7.11044e-08 4.17945e-08 2.67973e-31 5.66035e-08 5.81331e-08 2.74699e-06 2.95206e-07 5.91436e-08 3.36423e-08 3.58663e-08 5.06169e-08 0.0422886 6.12343e-08 0 7.58485e-08 4.8118e-08 0 3.48914e-08 -------------------------------------------------------------- Initialization seed trial #880 of 1000; initialization seed = 493579105 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 79 BIC score: 555194 Distortion: 0.0132876 Distortions/cluster: 4.35604e-05 1.40633e-05 5.68468e-05 1.68814e-05 1.21066e-05 1.61826e-05 0.00391362 0.000296251 0.00872182 1.8299e-05 1.37393e-05 1.7406e-05 8.31601e-06 1.19093e-05 1.15736e-05 8.03927e-05 2.03221e-05 0 1.42676e-05 Variance: 2.25175e-06 Variances/cluster: 2.7222e-06 3.5243e-08 6.54704e-08 4.05769e-08 2.99643e-08 2.52792e-07 0.00391989 2.99211e-06 0.156503 6.51162e-08 3.40053e-08 4.20398e-08 3.31277e-08 2.99949e-08 6.15563e-08 9.47727e-08 4.71472e-08 0 3.40485e-08 -------------------------------------------------------------- Initialization seed trial #881 of 1000; initialization seed = 493579106 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 71 BIC score: 501137 Distortion: 0.0450044 Distortions/cluster: 1.25053e-05 2.27061e-05 1.44798e-05 1.08283e-34 3.26527e-05 1.8786e-05 2.2123e-05 4.67043e-05 3.06463e-05 3.57241e-05 4.81569e-35 1.9419e-05 0.0446389 2.22583e-05 2.11957e-05 2.11662e-05 2.31325e-05 2.20067e-05 1.27749e-35 Variance: 7.62658e-06 Variances/cluster: 6.12955e-08 5.02305e-08 5.81331e-08 0 3.85931e-08 3.88907e-08 3.61445e-08 2.74699e-06 4.30994e-08 2.95206e-07 2.67973e-31 7.41129e-08 0.0422886 5.66184e-08 7.11044e-08 5.06206e-08 5.91436e-08 4.97844e-08 0 -------------------------------------------------------------- Initialization seed trial #882 of 1000; initialization seed = 493579107 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 496400 Distortion: 0.0491665 Distortions/cluster: 1.19718e-05 1.83149e-05 1.65205e-05 1.64995e-05 0.0446389 2.7889e-05 1.98626e-05 1.46045e-05 1.27517e-05 1.11838e-05 0.000296857 0.00391362 2.4081e-05 1.26813e-05 1.84331e-05 2.56056e-05 2.83743e-05 1.55063e-05 4.28266e-05 Variance: 8.33189e-06 Variances/cluster: 5.56649e-08 3.85539e-08 5.59972e-08 3.41574e-08 0.0422886 4.14362e-08 3.44797e-08 3.98997e-08 5.22441e-08 6.17836e-08 1.9788e-05 0.00391989 7.10133e-08 9.90646e-08 4.6544e-08 5.6258e-08 5.7303e-08 3.47645e-08 3.69152e-07 -------------------------------------------------------------- Initialization seed trial #883 of 1000; initialization seed = 493579108 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 501122 Distortion: 0.045014 Distortions/cluster: 1.08283e-34 1.3542e-05 1.43094e-05 1.09817e-05 1.8978e-05 2.81897e-05 1.52562e-05 1.601e-05 4.35604e-05 1.65241e-05 3.6415e-05 2.00614e-05 1.79171e-05 3.98577e-05 1.27749e-35 4.67839e-05 3.67128e-05 4.81569e-35 0.0446389 Variance: 7.6282e-06 Variances/cluster: 0 1.01051e-07 5.44042e-08 6.13449e-08 4.5616e-08 4.1883e-08 4.19091e-08 3.51838e-08 2.7222e-06 3.42083e-08 3.13886e-07 3.46444e-08 3.79563e-08 6.84621e-08 0 8.44208e-08 5.98708e-08 2.67973e-31 0.0422886 -------------------------------------------------------------- Initialization seed trial #884 of 1000; initialization seed = 493579109 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 532957 Distortion: 0.022053 Distortions/cluster: 2.1222e-05 1.09818e-05 0 1.0767e-05 1.34862e-05 0.000300791 1.95866e-05 0.0214238 0.000118409 1.51158e-05 4.06459e-05 2.14646e-05 1.08283e-34 1.27749e-35 1.22872e-05 1.3252e-05 1.83556e-05 1.28255e-05 2.37044e-35 Variance: 3.73717e-06 Variances/cluster: 5.16303e-08 3.90771e-08 0 3.35391e-08 4.09875e-08 1.87971e-05 7.39062e-08 3.19177e-05 1.10421e-07 3.56474e-08 3.41521e-07 4.97978e-08 0 0 6.14306e-08 3.49625e-08 3.337e-08 2.9686e-08 0 -------------------------------------------------------------- Initialization seed trial #885 of 1000; initialization seed = 493579110 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 554890 Distortion: 0.0132585 Distortions/cluster: 1.15808e-05 3.26327e-05 2.52616e-05 1.42831e-05 3.85802e-05 0.000300791 1.86216e-05 1.43427e-05 1.71588e-05 3.36824e-05 2.53737e-05 1.54214e-05 2.00071e-05 0.00872182 2.82787e-05 1.57495e-05 1.13353e-05 0.00391362 0 Variance: 2.24683e-06 Variances/cluster: 3.78422e-08 6.08624e-08 6.17592e-08 6.02609e-08 3.38384e-07 1.87971e-05 6.31039e-08 5.82993e-08 3.70564e-08 5.91764e-08 7.24737e-08 3.41907e-08 3.45505e-08 0.156503 4.20152e-08 3.35066e-08 6.12668e-08 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #886 of 1000; initialization seed = 493579111 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 555077 Distortion: 0.0132618 Distortions/cluster: 1.14232e-05 0.00391362 1.41453e-05 1.16254e-05 4.78277e-05 0 3.09436e-05 1.56709e-05 1.42195e-05 3.45671e-05 8.21155e-06 0.000300791 2.09789e-05 1.72037e-05 2.7688e-05 0.00872182 1.74388e-05 3.60168e-05 1.75807e-05 Variance: 2.24738e-06 Variances/cluster: 6.17416e-08 0.00391989 3.2515e-08 2.95028e-08 8.49246e-08 0 5.21643e-08 3.45144e-08 2.53868e-07 6.08381e-08 3.31073e-08 1.87971e-05 4.71396e-08 4.22656e-08 4.13836e-08 0.156503 3.74991e-08 3.36566e-07 5.97939e-08 -------------------------------------------------------------- Initialization seed trial #887 of 1000; initialization seed = 493579112 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 67 BIC score: 556006 Distortion: 0.0130059 Distortions/cluster: 3.57241e-05 0 0.00391362 2.03006e-05 1.6679e-05 4.81569e-35 2.82563e-05 2.48718e-05 3.32281e-05 1.82219e-05 2.11399e-05 2.19698e-05 2.21496e-05 1.60884e-05 3.36284e-05 0.00872182 4.67043e-05 1.89901e-05 1.25053e-05 Variance: 2.20402e-06 Variances/cluster: 2.95206e-07 0 0.00391989 3.48168e-08 3.43866e-08 2.67973e-31 4.17957e-08 5.82286e-08 8.00423e-08 3.83582e-08 4.8705e-08 4.85901e-08 5.03358e-08 3.52012e-08 7.37233e-08 0.156503 2.74699e-06 7.3886e-08 6.12955e-08 -------------------------------------------------------------- Initialization seed trial #888 of 1000; initialization seed = 493579113 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 505687 Distortion: 0.0401521 Distortions/cluster: 0.000300791 0.00391362 3.93166e-05 1.53372e-05 1.78969e-05 2.19556e-05 2.98939e-05 2.37044e-35 2.92997e-05 1.17151e-05 1.62141e-05 1.03203e-05 2.45923e-05 2.27091e-05 2.87387e-05 0.0356196 1.59794e-05 1.5639e-05 1.85751e-05 Variance: 6.8043e-06 Variances/cluster: 1.87971e-05 0.00391989 3.38897e-07 3.97207e-08 6.67584e-08 3.61664e-08 7.58668e-08 0 6.10362e-08 5.5242e-08 3.72706e-08 4.84365e-08 5.24309e-08 5.94284e-08 3.71268e-08 0.035575 3.73313e-08 3.61983e-08 6.47015e-08 -------------------------------------------------------------- Initialization seed trial #889 of 1000; initialization seed = 493579114 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 711569 Distortion: 0.00039984 Distortions/cluster: 7.74101e-05 1.19718e-05 2.51786e-05 2.6026e-05 3.81032e-05 4.67043e-05 4.81569e-35 2.97647e-05 2.25053e-05 2.94601e-05 3.00268e-05 9.64317e-35 2.4081e-05 2.37044e-35 1.27749e-35 0 1.08283e-34 2.58561e-05 1.27517e-05 Variance: 6.7758e-08 Variances/cluster: 1.23845e-07 5.56649e-08 4.22419e-08 5.70561e-08 4.08797e-08 2.74699e-06 2.67973e-31 6.11135e-08 3.64712e-08 5.92563e-08 7.58193e-08 6.86694e-32 7.10133e-08 0 0 0 0 5.3862e-08 5.22441e-08 -------------------------------------------------------------- Initialization seed trial #890 of 1000; initialization seed = 493579115 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 501161 Distortion: 0.0450054 Distortions/cluster: 4.81569e-35 1.27517e-05 2.83743e-05 2.34985e-05 2.37974e-05 2.29232e-05 1.86542e-05 3.16393e-05 1.22558e-05 2.01962e-05 1.08283e-34 3.57241e-05 2.6026e-05 0.0446389 1.27749e-35 4.67043e-05 2.16332e-05 1.23631e-05 2.99534e-05 Variance: 7.62674e-06 Variances/cluster: 2.67973e-31 5.22441e-08 5.7303e-08 4.86471e-08 7.08035e-08 7.25361e-08 3.86178e-08 3.7979e-08 5.6201e-08 5.1125e-08 0 2.95206e-07 5.70561e-08 0.0422886 0 2.74699e-06 3.58125e-08 6.21209e-08 4.2848e-08 -------------------------------------------------------------- Initialization seed trial #891 of 1000; initialization seed = 493579116 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 500680 Distortion: 0.04526 Distortions/cluster: 2.45895e-05 2.63772e-05 3.29463e-05 1.55882e-05 1.08283e-34 1.96373e-05 1.20858e-05 2.13225e-05 1.34917e-05 3.08622e-05 3.85802e-05 1.7593e-05 2.22853e-05 2.06889e-05 9.82566e-06 0.000300791 1.44006e-05 0.0446389 1.27749e-35 Variance: 7.66988e-06 Variances/cluster: 5.82498e-08 7.30613e-08 3.87569e-08 7.52823e-08 0 4.00722e-08 5.51687e-08 4.62485e-08 8.81738e-08 4.33421e-08 3.38384e-07 4.62935e-08 3.63503e-08 4.64769e-08 5.33832e-08 1.87971e-05 5.29262e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #892 of 1000; initialization seed = 493579117 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 572258 Distortion: 0.00910555 Distortions/cluster: 3.53035e-05 2.82355e-05 1.27749e-35 0 1.52757e-05 1.08283e-34 1.42537e-05 3.57241e-05 3.99696e-05 4.90368e-05 1.60563e-05 4.67043e-05 2.79839e-05 2.77592e-05 0.00872182 2.19455e-05 4.81569e-35 9.69551e-06 1.57875e-05 Variance: 1.54305e-06 Variances/cluster: 5.95142e-08 6.38762e-08 0 0 3.11713e-08 0 3.27642e-08 2.95206e-07 6.86544e-08 8.51064e-08 3.6488e-08 2.74699e-06 7.46177e-08 4.16143e-08 0.156503 4.61968e-08 2.67973e-31 4.28958e-08 3.42433e-08 -------------------------------------------------------------- Initialization seed trial #893 of 1000; initialization seed = 493579118 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 602914 Distortion: 0.00453996 Distortions/cluster: 2.42446e-05 3.94034e-05 0 2.95028e-05 2.80526e-05 0.000296857 0.00391362 2.97906e-05 2.37044e-35 1.62792e-05 1.8777e-05 1.84914e-05 2.06198e-05 2.05245e-05 2.04599e-05 1.43561e-05 1.64933e-05 9.64317e-35 3.24883e-05 Variance: 7.69355e-07 Variances/cluster: 5.31636e-08 3.68214e-07 0 7.60322e-08 4.14331e-08 1.9788e-05 0.00391989 6.58877e-08 0 3.36317e-08 4.6007e-08 3.86004e-08 3.52434e-08 4.33884e-08 4.48537e-08 2.43268e-07 3.593e-08 6.86694e-32 8.07908e-08 -------------------------------------------------------------- Initialization seed trial #894 of 1000; initialization seed = 493579119 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 70 BIC score: 556050 Distortion: 0.0130101 Distortions/cluster: 3.95102e-05 1.68968e-05 0.00391362 1.8329e-05 1.38942e-05 4.35604e-05 3.62739e-05 1.35894e-05 4.75489e-05 1.48455e-05 3.62982e-05 0 1.96718e-05 1.52011e-05 1.44919e-05 0.00872182 1.80014e-05 2.65874e-05 4.81569e-35 Variance: 2.20474e-06 Variances/cluster: 6.7982e-08 3.24287e-08 0.00391989 3.32612e-08 3.73467e-08 2.7222e-06 3.15389e-07 1.02942e-07 8.47307e-08 3.44412e-08 5.97798e-08 0 4.45024e-08 3.61901e-08 3.65e-08 0.156503 4.62724e-08 7.30366e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #895 of 1000; initialization seed = 493579120 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 603061 Distortion: 0.0045666 Distortions/cluster: 0.000304149 0.00391362 2.58511e-05 2.39416e-05 2.32279e-05 2.44452e-05 2.37044e-35 8.24872e-05 0 9.64317e-35 1.72269e-05 1.56468e-05 2.2517e-05 0 3.78033e-05 2.40201e-05 1.15575e-05 2.10477e-05 1.90592e-05 Variance: 7.73869e-07 Variances/cluster: 1.78889e-05 0.00391989 5.61933e-08 6.26536e-08 4.13268e-08 5.43176e-08 0 1.2554e-07 0 6.86694e-32 6.3563e-08 5.97016e-08 3.63721e-08 0 4.08207e-08 6.03328e-08 6.17997e-08 7.06079e-08 4.62452e-08 -------------------------------------------------------------- Initialization seed trial #896 of 1000; initialization seed = 493579121 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 59 BIC score: 506141 Distortion: 0.0401698 Distortions/cluster: 0.0356196 0.00391362 2.91382e-05 2.83164e-05 2.58642e-05 1.5221e-05 8.2845e-06 4.67605e-05 1.63979e-05 3.49568e-05 1.85836e-05 1.736e-05 2.31422e-05 4.67043e-05 0.000296292 1.50634e-05 1.45749e-05 2.37044e-35 0 Variance: 6.80729e-06 Variances/cluster: 0.035575 0.00391989 6.40348e-08 4.79782e-08 7.45306e-08 3.53124e-08 1.7254e-07 8.43786e-08 3.90391e-08 6.1416e-08 3.348e-08 3.25676e-08 4.66536e-08 2.74699e-06 2.7688e-06 3.75608e-08 3.86568e-08 0 0 -------------------------------------------------------------- Initialization seed trial #897 of 1000; initialization seed = 493579122 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 68 BIC score: 556004 Distortion: 0.0130091 Distortions/cluster: 1.89498e-05 1.21921e-05 1.37156e-05 2.1629e-05 2.19208e-05 1.53201e-05 1.42934e-05 4.81569e-35 3.65297e-05 4.67839e-05 2.11754e-05 4.35604e-05 1.4866e-05 0.00391362 0 3.67128e-05 1.51897e-05 4.07957e-05 0.00872182 Variance: 2.20455e-06 Variances/cluster: 3.37145e-08 6.18836e-08 3.4372e-08 5.23657e-08 4.92561e-08 3.22499e-08 3.54643e-08 2.67973e-31 3.17613e-07 8.44208e-08 7.30131e-08 2.7222e-06 3.59046e-08 0.00391989 0 5.98708e-08 3.62491e-08 6.98334e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #898 of 1000; initialization seed = 493579123 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 71 BIC score: 500253 Distortion: 0.0452652 Distortions/cluster: 1.08283e-34 1.46481e-05 1.41401e-05 0.000300791 3.33079e-05 2.06878e-05 1.60877e-05 3.38285e-05 0.0446389 3.93166e-05 8.14135e-06 2.77229e-05 1.20547e-05 1.27749e-35 2.50039e-05 1.58454e-05 2.12761e-05 2.18956e-05 2.15545e-05 Variance: 7.67077e-06 Variances/cluster: 0 3.06409e-08 3.26533e-08 1.87971e-05 8.00416e-08 7.36166e-08 3.65594e-08 7.48182e-08 0.0422886 3.38897e-07 3.93258e-08 4.18106e-08 6.14985e-08 0 5.82649e-08 3.42944e-08 5.114e-08 4.96457e-08 4.75663e-08 -------------------------------------------------------------- Initialization seed trial #899 of 1000; initialization seed = 493579124 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 556540 Distortion: 0.0130284 Distortions/cluster: 1.90922e-05 4.81569e-35 1.15788e-05 0.00872182 4.35604e-05 3.35454e-05 2.19854e-05 1.82454e-05 2.78362e-05 0 8.3067e-06 1.43519e-05 1.32174e-05 5.63808e-05 1.55329e-05 8.03927e-05 1.75058e-05 0.00391362 1.14232e-05 Variance: 2.20783e-06 Variances/cluster: 4.65622e-08 2.67973e-31 2.93101e-08 0.156503 2.7222e-06 3.13472e-07 4.92905e-08 6.1844e-08 4.17297e-08 0 3.3223e-08 3.27639e-08 2.20239e-07 6.50086e-08 3.4438e-08 9.47727e-08 3.77245e-08 0.00391989 6.17416e-08 -------------------------------------------------------------- Initialization seed trial #900 of 1000; initialization seed = 493579125 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 70 BIC score: 572278 Distortion: 0.00909557 Distortions/cluster: 0.00872182 2.90113e-05 1.85027e-05 2.84588e-05 2.0412e-05 3.26327e-05 1.08283e-34 2.34269e-05 4.81569e-35 3.36824e-05 1.27749e-35 4.35604e-05 2.94707e-05 1.64986e-05 2.54932e-05 1.80876e-05 1.63126e-05 0 3.82031e-05 Variance: 1.54136e-06 Variances/cluster: 0.156503 4.21028e-08 6.29142e-08 7.48856e-08 3.50681e-08 6.08624e-08 0 4.88016e-08 2.67973e-31 5.91764e-08 0 2.7222e-06 6.28322e-08 3.59414e-08 7.26076e-08 3.85626e-08 3.36313e-08 0 3.15692e-07 -------------------------------------------------------------- Initialization seed trial #901 of 1000; initialization seed = 493579126 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 572277 Distortion: 0.00909558 Distortions/cluster: 2.33665e-05 2.8888e-05 1.59667e-05 1.6972e-05 0.00872182 2.36116e-05 0 4.35604e-05 2.0412e-05 1.27749e-35 2.89579e-05 4.81569e-35 1.94952e-05 1.80876e-05 3.35214e-05 1.08283e-34 3.36824e-05 3.82031e-05 2.90326e-05 Variance: 1.54136e-06 Variances/cluster: 4.87774e-08 4.20459e-08 3.50117e-08 3.46337e-08 0.156503 6.96288e-08 0 2.7222e-06 3.50681e-08 0 6.20033e-08 2.67973e-31 6.41085e-08 3.85626e-08 6.22874e-08 0 5.91764e-08 3.15692e-07 7.5797e-08 -------------------------------------------------------------- Initialization seed trial #902 of 1000; initialization seed = 493579127 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 570800 Distortion: 0.00935765 Distortions/cluster: 1.60011e-05 1.34989e-05 1.44678e-05 1.56041e-05 0 1.27749e-35 1.868e-05 3.9446e-05 1.73002e-05 0.00872182 4.02654e-05 2.80359e-05 8.99219e-06 1.9308e-05 0.000300791 1.08283e-34 4.74532e-05 3.65748e-05 1.94145e-05 Variance: 1.58577e-06 Variances/cluster: 3.53975e-08 4.62255e-08 6.373e-08 3.29867e-08 0 0 5.30632e-08 3.37107e-07 3.73619e-08 0.156503 6.94009e-08 4.19035e-08 5.91541e-08 5.23208e-08 1.87971e-05 0 8.47111e-08 5.98409e-08 3.42368e-08 -------------------------------------------------------------- Initialization seed trial #903 of 1000; initialization seed = 493579128 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 500491 Distortion: 0.0452683 Distortions/cluster: 1.3822e-05 4.35604e-05 1.95443e-05 1.13353e-05 1.99514e-05 1.70809e-05 3.41625e-05 0.0446389 1.37111e-05 2.89546e-05 1.43777e-05 0.000296041 1.08283e-34 1.27749e-35 1.51014e-05 4.77531e-05 1.53435e-05 1.57124e-05 2.28833e-05 Variance: 7.67129e-06 Variances/cluster: 3.11981e-08 2.7222e-06 3.43445e-08 6.12668e-08 4.67203e-08 4.07622e-08 6.05524e-08 0.0422886 3.40196e-08 4.90595e-08 2.28163e-07 3.0205e-06 0 0 3.52805e-08 8.4943e-08 3.64417e-08 5.92874e-08 5.13037e-08 -------------------------------------------------------------- Initialization seed trial #904 of 1000; initialization seed = 493579129 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 605936 Distortion: 0.00431241 Distortions/cluster: 2.86463e-05 2.61316e-05 0 4.67043e-05 7.80506e-05 2.29958e-05 9.64317e-35 2.42703e-05 4.81569e-35 2.37044e-35 4.08461e-05 2.19964e-05 1.44798e-05 2.06002e-05 2.97415e-05 0.00391362 2.11957e-05 2.31325e-05 0 Variance: 7.30794e-07 Variances/cluster: 7.5181e-08 5.32163e-08 0 2.74699e-06 1.12943e-07 3.69071e-08 6.86694e-32 6.23709e-08 2.67973e-31 0 4.38224e-08 4.09577e-08 5.81331e-08 4.84553e-08 6.2346e-08 0.00391989 7.11044e-08 5.91436e-08 0 -------------------------------------------------------------- Initialization seed trial #905 of 1000; initialization seed = 493579130 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 496916 Distortion: 0.0489146 Distortions/cluster: 1.94117e-05 3.25482e-05 1.76584e-05 1.74492e-05 1.75678e-05 4.67043e-05 1.9653e-05 0.00391362 9.19694e-06 1.31859e-05 2.46633e-05 1.56682e-05 0.0446389 4.81569e-35 1.49187e-05 2.79035e-05 3.57241e-05 1.60939e-05 3.36824e-05 Variance: 8.2892e-06 Variances/cluster: 6.38337e-08 6.08182e-08 4.83752e-08 5.02814e-08 3.76148e-08 2.74699e-06 3.43545e-08 0.00391989 5.933e-08 4.64253e-08 7.20923e-08 3.47379e-08 0.0422886 2.67973e-31 6.63004e-08 4.1768e-08 2.95206e-07 3.38077e-08 5.91764e-08 -------------------------------------------------------------- Initialization seed trial #906 of 1000; initialization seed = 493579131 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 500800 Distortion: 0.0450156 Distortions/cluster: 2.83952e-05 2.79839e-05 1.20809e-05 4.67043e-05 0.0446389 1.42023e-05 4.81569e-35 1.27749e-35 1.18531e-05 2.32384e-05 1.43338e-05 3.57241e-05 1.35781e-05 8.86495e-06 3.67128e-05 4.67839e-05 1.53886e-05 1.08283e-34 4.07957e-05 Variance: 7.62846e-06 Variances/cluster: 6.36612e-08 7.46177e-08 2.99749e-08 2.74699e-06 0.0422886 3.40552e-08 2.67973e-31 0 2.99286e-08 4.78114e-08 3.56528e-08 2.95206e-07 3.36896e-08 3.449e-08 5.98708e-08 8.44208e-08 3.62053e-08 0 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #907 of 1000; initialization seed = 493579132 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 57 BIC score: 570513 Distortion: 0.00936744 Distortions/cluster: 3.55836e-05 2.22409e-05 0.000296398 3.67128e-05 0.00872182 1.22981e-05 1.34387e-05 1.08283e-34 1.55595e-05 1.21206e-05 1.27749e-35 4.67043e-05 4.67839e-05 4.07957e-05 2.67417e-05 1.44183e-05 1.16294e-05 0 1.41967e-05 Variance: 1.58743e-06 Variances/cluster: 2.96496e-07 4.59482e-08 7.0903e-07 5.98708e-08 0.156503 3.48353e-08 3.25363e-08 0 3.60978e-08 3.01482e-08 0 2.74699e-06 8.44208e-08 6.98334e-08 7.44834e-08 3.0287e-08 4.50703e-08 0 3.39605e-08 -------------------------------------------------------------- Initialization seed trial #908 of 1000; initialization seed = 493579133 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 572137 Distortion: 0.0091148 Distortions/cluster: 3.44908e-05 3.27799e-05 1.14416e-05 1.08283e-34 1.89386e-05 1.88817e-05 0.00872182 4.67043e-05 0 1.27749e-35 4.81569e-35 2.52237e-05 1.71677e-05 2.57324e-05 2.37075e-05 2.3469e-05 7.19901e-05 2.18507e-05 2.05989e-05 Variance: 1.54462e-06 Variances/cluster: 6.09179e-08 6.07967e-08 6.15088e-08 0 6.33195e-08 3.91702e-08 0.156503 2.74699e-06 0 0 2.67973e-31 7.24593e-08 6.35794e-08 5.63026e-08 5.3511e-08 4.08829e-08 1.19178e-07 4.13803e-08 3.50878e-08 -------------------------------------------------------------- Initialization seed trial #909 of 1000; initialization seed = 493579134 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 497695 Distortion: 0.0489427 Distortions/cluster: 1.59533e-05 1.93525e-05 1.72201e-05 2.80359e-05 5.61579e-06 4.81569e-35 1.72118e-05 1.54132e-05 1.32174e-05 1.6207e-05 3.35454e-05 1.22945e-05 7.98737e-05 4.35604e-05 5.55252e-06 1.07032e-05 5.63808e-05 0.0446389 0.00391362 Variance: 8.29396e-06 Variances/cluster: 3.537e-08 3.41878e-08 5.38086e-08 4.19035e-08 4.96929e-08 2.67973e-31 3.73322e-08 3.26522e-08 2.20239e-07 5.01718e-08 3.13472e-07 3.54278e-08 9.42721e-08 2.7222e-06 5.96996e-08 5.75397e-08 6.50086e-08 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #910 of 1000; initialization seed = 493579135 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 32 BIC score: 570822 Distortion: 0.00936911 Distortions/cluster: 0.000307974 2.28163e-05 7.57385e-05 2.13707e-05 3.76445e-05 1.08283e-34 2.22421e-05 0 1.14431e-05 2.50726e-05 1.85751e-05 1.27749e-35 1.04816e-05 1.23658e-05 0.00872182 2.40848e-05 2.38809e-05 1.54941e-05 1.81104e-05 Variance: 1.58772e-06 Variances/cluster: 1.71076e-05 4.8958e-08 1.26219e-07 7.31819e-08 4.07372e-08 0 3.61619e-08 0 5.49975e-08 4.15069e-08 6.47015e-08 0 4.87359e-08 6.1516e-08 0.156503 5.61365e-08 6.29894e-08 3.97156e-08 6.65614e-08 -------------------------------------------------------------- Initialization seed trial #911 of 1000; initialization seed = 493579136 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 511152 Distortion: 0.0362562 Distortions/cluster: 3.49568e-05 1.27749e-35 2.91497e-05 2.05245e-05 1.60256e-05 2.80526e-05 2.37044e-35 0.000296857 2.92934e-05 2.49403e-05 1.08283e-34 0 1.84914e-05 4.67605e-05 1.64933e-05 3.82073e-05 1.62792e-05 0.0356196 2.06198e-05 Variance: 6.14408e-06 Variances/cluster: 6.1416e-08 0 4.91402e-08 4.33884e-08 2.50339e-07 4.14331e-08 0 1.9788e-05 7.58836e-08 5.43317e-08 0 0 3.86004e-08 8.43786e-08 3.593e-08 3.67338e-07 3.36317e-08 0.035575 3.52434e-08 -------------------------------------------------------------- Initialization seed trial #912 of 1000; initialization seed = 493579137 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 570774 Distortion: 0.0093883 Distortions/cluster: 0.000285115 1.18711e-05 2.03293e-05 1.20481e-05 1.53324e-05 1.3948e-05 0.00872182 1.40562e-05 1.95326e-05 8.25698e-06 1.08283e-34 4.67043e-05 0 1.33613e-05 8.366e-05 1.27749e-35 1.84335e-05 6.60089e-05 3.78274e-05 Variance: 1.59097e-06 Variances/cluster: 1.36409e-06 2.99742e-08 4.80556e-08 2.99678e-08 3.62436e-08 3.36067e-08 0.156503 3.54921e-08 4.61724e-08 3.30241e-08 0 2.74699e-06 0 3.34842e-08 9.74749e-08 0 6.727e-08 7.42266e-08 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #913 of 1000; initialization seed = 493579138 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 570567 Distortion: 0.00934827 Distortions/cluster: 1.08283e-34 3.36824e-05 1.27749e-35 1.96949e-05 1.50154e-05 3.93166e-05 2.90326e-05 1.97038e-05 1.37485e-05 2.89099e-05 2.43786e-05 0.00872182 1.44942e-05 0 0.000300791 1.48785e-05 3.25482e-05 1.5877e-05 2.43821e-05 Variance: 1.58418e-06 Variances/cluster: 0 5.91764e-08 0 6.41321e-08 3.53273e-08 3.38897e-07 7.5797e-08 3.43831e-08 3.11024e-08 6.20335e-08 7.18907e-08 0.156503 3.4507e-08 0 1.87971e-05 3.70998e-08 6.08182e-08 3.65797e-08 5.14344e-08 -------------------------------------------------------------- Initialization seed trial #914 of 1000; initialization seed = 493579139 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 43 BIC score: 688398 Distortion: 0.000664145 Distortions/cluster: 2.37981e-05 1.22168e-05 9.54171e-06 1.93518e-05 2.38544e-05 3.99696e-05 9.64317e-35 2.24661e-05 0 6.75617e-05 1.27749e-35 3.58899e-05 0.000307974 4.90368e-05 1.17845e-05 2.16103e-05 1.90889e-05 2.37044e-35 1.08283e-34 Variance: 1.12548e-07 Variances/cluster: 4.0332e-08 6.20088e-08 3.48197e-08 3.82414e-08 7.22805e-08 6.86544e-08 6.86694e-32 4.76948e-08 0 1.33509e-07 0 6.04009e-08 1.71076e-05 8.51064e-08 2.96059e-08 5.59801e-08 4.03536e-08 0 0 -------------------------------------------------------------- Initialization seed trial #915 of 1000; initialization seed = 493579140 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 37 BIC score: 554676 Distortion: 0.0132589 Distortions/cluster: 3.98094e-05 2.84588e-05 1.44951e-05 0.000300791 2.29247e-05 3.33687e-05 1.96949e-05 0.00391362 9.95571e-06 0 1.82496e-05 1.36361e-05 9.97899e-06 1.47081e-05 0.00872182 1.1616e-05 3.28638e-05 2.43786e-05 2.856e-05 Variance: 2.2469e-06 Variances/cluster: 3.40212e-07 7.48856e-08 3.55242e-08 1.87971e-05 4.82583e-08 5.91449e-08 6.41321e-08 0.00391989 2.65462e-08 0 3.34203e-08 3.40874e-08 3.1879e-08 3.56093e-08 0.156503 4.5728e-08 6.08393e-08 7.18907e-08 6.31808e-08 -------------------------------------------------------------- Initialization seed trial #916 of 1000; initialization seed = 493579141 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 712910 Distortion: 0.000394568 Distortions/cluster: 3.62143e-05 4.67043e-05 3.00268e-05 2.37044e-35 0 1.96949e-05 2.51325e-05 3.03365e-05 0 4.81569e-35 3.01919e-05 3.36824e-05 9.64317e-35 1.08283e-34 4.84821e-05 1.27749e-35 2.43786e-05 3.71755e-05 3.25482e-05 Variance: 6.68646e-08 Variances/cluster: 2.96805e-07 2.74699e-06 7.58193e-08 0 0 6.41321e-08 5.12861e-08 6.09117e-08 0 2.67973e-31 4.15819e-08 5.91764e-08 6.86694e-32 0 4.88196e-08 0 7.18907e-08 4.08486e-08 6.08182e-08 -------------------------------------------------------------- Initialization seed trial #917 of 1000; initialization seed = 493579142 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 708592 Distortion: 0.000429361 Distortions/cluster: 6.81933e-05 4.67043e-05 1.58348e-05 1.78537e-05 1.98133e-05 1.08283e-34 2.37044e-35 2.45647e-05 9.19694e-06 1.82485e-05 4.81569e-35 2.195e-05 1.27749e-35 0 1.34797e-05 1.98294e-05 8.366e-05 9.64317e-35 7.00321e-05 Variance: 7.27606e-08 Variances/cluster: 7.6254e-08 2.74699e-06 6.97517e-08 4.83799e-08 5.48794e-08 0 0 4.09374e-08 5.933e-08 3.84955e-08 2.67973e-31 4.14114e-08 0 0 4.63183e-08 3.4542e-08 9.74749e-08 6.86694e-32 1.27088e-07 -------------------------------------------------------------- Initialization seed trial #918 of 1000; initialization seed = 493579143 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 573059 Distortion: 0.00912013 Distortions/cluster: 1.27749e-35 3.04613e-05 8.63994e-06 1.23871e-05 1.56124e-05 0 1.32174e-05 5.63808e-05 3.09196e-05 4.81569e-35 3.34171e-05 1.08283e-34 0.00872182 1.84156e-05 2.14162e-05 1.80167e-05 8.03927e-05 4.35604e-05 1.54734e-05 Variance: 1.54552e-06 Variances/cluster: 0 4.32651e-08 5.8373e-08 5.8702e-08 5.08507e-08 0 2.20239e-07 6.50086e-08 3.7475e-08 2.67973e-31 3.15218e-07 0 0.156503 5.17243e-08 3.56896e-08 3.80062e-08 9.47727e-08 2.7222e-06 4.09314e-08 -------------------------------------------------------------- Initialization seed trial #919 of 1000; initialization seed = 493579144 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 690076 Distortion: 0.000649738 Distortions/cluster: 3.82031e-05 2.2366e-05 3.14729e-05 0 3.32995e-05 0.000297331 2.36116e-05 4.35604e-05 3.36824e-05 2.48215e-05 1.27749e-35 1.97726e-05 2.86012e-05 1.94952e-05 9.64317e-35 2.37044e-35 3.35214e-05 1.08283e-34 0 Variance: 1.10106e-07 Variances/cluster: 3.15692e-07 3.63634e-08 4.33474e-08 0 3.8989e-08 6.66606e-07 6.96288e-08 2.7222e-06 5.91764e-08 4.93425e-08 0 4.03484e-08 7.50627e-08 6.41085e-08 6.86694e-32 0 6.22874e-08 0 0 -------------------------------------------------------------- Initialization seed trial #920 of 1000; initialization seed = 493579145 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 605787 Distortion: 0.00429337 Distortions/cluster: 1.55532e-05 0 0.00391362 4.81569e-35 1.50226e-05 2.37044e-35 1.69243e-05 1.96393e-05 9.64317e-35 2.15161e-05 2.18372e-05 3.66664e-05 4.67839e-05 4.07957e-05 4.35604e-05 2.94698e-05 2.29797e-05 3.67128e-05 1.22872e-05 Variance: 7.27567e-07 Variances/cluster: 3.56693e-08 0 0.00391989 2.67973e-31 3.75527e-08 0 3.7275e-08 7.38266e-08 6.86694e-32 3.57963e-08 4.99665e-08 3.16053e-07 8.44208e-08 6.98334e-08 2.7222e-06 3.75858e-08 5.23409e-08 5.98708e-08 6.14306e-08 -------------------------------------------------------------- Initialization seed trial #921 of 1000; initialization seed = 493579146 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 496348 Distortion: 0.0491679 Distortions/cluster: 1.08042e-05 3.93166e-05 2.60691e-05 1.67677e-05 2.98108e-05 2.85827e-05 1.51815e-05 2.07391e-05 0.00391362 1.15002e-05 2.39951e-05 0.0446389 1.24207e-05 1.09004e-05 1.04979e-05 0.000300791 2.48718e-05 2.11964e-05 1.19397e-05 Variance: 8.33213e-06 Variances/cluster: 3.83095e-08 3.38897e-07 3.52731e-08 7.45e-08 7.58485e-08 6.05516e-08 3.82367e-08 4.64853e-08 0.00391989 5.47453e-08 5.18206e-08 0.0422886 5.13087e-08 5.47582e-08 3.58259e-08 1.87971e-05 5.82286e-08 3.54414e-08 3.14174e-08 -------------------------------------------------------------- Initialization seed trial #922 of 1000; initialization seed = 493579147 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 500341 Distortion: 0.0452897 Distortions/cluster: 1.92037e-05 1.09672e-05 2.65995e-05 9.52279e-06 9.1445e-06 0.0446389 1.08283e-34 2.37471e-05 4.67043e-05 2.09616e-05 2.08278e-05 2.18774e-05 2.87034e-05 7.52142e-05 0.00029686 1.60548e-05 1.27749e-35 9.91843e-06 1.45037e-05 Variance: 7.67492e-06 Variances/cluster: 3.95102e-08 5.34812e-08 5.26676e-08 5.70055e-08 5.25375e-08 0.0422886 0 6.29689e-08 2.74699e-06 4.01525e-08 3.54173e-08 4.11194e-08 7.51338e-08 1.12083e-07 6.67048e-07 6.49786e-08 0 4.78997e-08 3.87672e-08 -------------------------------------------------------------- Initialization seed trial #923 of 1000; initialization seed = 493579148 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 501099 Distortion: 0.0450249 Distortions/cluster: 1.85187e-05 2.39824e-05 2.34974e-05 3.89235e-05 0.0446389 1.14431e-05 1.08283e-34 2.21888e-05 1.20795e-05 7.46063e-05 1.27749e-35 4.67043e-05 1.80048e-05 2.42789e-05 2.16296e-05 4.81569e-35 2.41152e-05 1.05384e-05 1.54973e-05 Variance: 7.63005e-06 Variances/cluster: 6.47303e-08 6.29252e-08 4.7755e-08 4.28164e-08 0.0422886 5.49975e-08 0 3.9976e-08 6.16251e-08 1.16744e-07 0 2.74699e-06 6.66632e-08 7.24689e-08 3.58064e-08 2.67973e-31 6.01322e-08 4.87733e-08 3.97238e-08 -------------------------------------------------------------- Initialization seed trial #924 of 1000; initialization seed = 493579149 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 606216 Distortion: 0.00430122 Distortions/cluster: 1.88373e-05 0.00391362 2.98896e-05 3.18872e-05 1.23631e-05 2.01745e-05 2.1676e-05 3.57241e-05 2.37044e-35 3.53035e-05 9.64317e-35 0 2.28608e-05 0 3.99696e-05 2.31705e-05 4.81569e-35 4.67043e-05 4.90368e-05 Variance: 7.28897e-07 Variances/cluster: 3.86765e-08 0.00391989 4.2941e-08 3.81392e-08 6.21209e-08 5.0685e-08 3.5824e-08 2.95206e-07 0 5.95142e-08 6.86694e-32 0 7.25683e-08 0 6.86544e-08 4.86735e-08 2.67973e-31 2.74699e-06 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #925 of 1000; initialization seed = 493579150 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 500405 Distortion: 0.0452666 Distortions/cluster: 2.35453e-05 1.43463e-05 2.65178e-05 3.70157e-05 1.18349e-05 1.64494e-05 1.24608e-05 1.47061e-05 0.0446389 2.59451e-05 2.94354e-05 2.10196e-05 1.27749e-35 1.08283e-34 0.000278369 2.06757e-05 2.3582e-05 2.82021e-05 4.35604e-05 Variance: 7.671e-06 Variances/cluster: 6.96388e-08 3.55958e-08 7.01476e-08 3.19064e-07 5.5545e-08 3.67963e-08 5.19036e-08 3.57776e-08 0.0422886 5.80241e-08 5.75847e-08 3.54422e-08 0 0 1.73966e-06 5.49835e-08 4.92276e-08 3.65754e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #926 of 1000; initialization seed = 493579151 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 47 BIC score: 572354 Distortion: 0.00910286 Distortions/cluster: 4.81569e-35 2.01039e-05 2.11145e-05 3.57241e-05 1.60884e-05 4.67839e-05 1.80553e-05 4.07957e-05 2.80572e-05 1.76775e-05 2.51756e-05 1.14268e-05 1.66199e-05 1.08283e-34 0.00872182 0 1.27749e-35 4.67043e-05 3.67128e-05 Variance: 1.5426e-06 Variances/cluster: 2.67973e-31 3.46578e-08 4.8759e-08 2.95206e-07 3.52012e-08 8.44208e-08 3.80876e-08 6.98334e-08 4.17481e-08 6.38127e-08 5.61908e-08 6.14291e-08 3.43357e-08 0 0.156503 0 0 2.74699e-06 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #927 of 1000; initialization seed = 493579152 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 571256 Distortion: 0.00935351 Distortions/cluster: 3.10061e-05 3.55643e-05 1.47576e-05 2.99582e-05 2.13826e-05 0.00872182 0.000300791 1.23871e-05 1.27749e-35 1.83669e-05 3.13587e-05 3.52183e-05 0 1.08283e-34 8.63994e-06 4.67605e-05 1.82675e-05 1.29626e-05 1.4264e-05 Variance: 1.58507e-06 Variances/cluster: 3.75344e-08 3.35473e-07 4.76013e-08 4.30397e-08 3.5693e-08 0.156503 1.87971e-05 5.8702e-08 0 3.83405e-08 5.23346e-08 6.16586e-08 0 0 5.8373e-08 8.43786e-08 5.15984e-08 2.31427e-07 3.80342e-08 -------------------------------------------------------------- Initialization seed trial #928 of 1000; initialization seed = 493579153 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 500303 Distortion: 0.0452874 Distortions/cluster: 2.08515e-05 0.000292071 1.17878e-05 2.42703e-05 1.43097e-05 8.6007e-06 2.04165e-05 7.52408e-05 2.03785e-05 1.37663e-05 0.0446389 2.0848e-05 1.91256e-05 1.27749e-35 1.83204e-05 1.67717e-05 1.08283e-34 4.67043e-05 2.50637e-05 Variance: 7.67454e-06 Variances/cluster: 3.54577e-08 7.19328e-07 6.13894e-08 6.23709e-08 7.569e-08 5.0576e-08 4.03453e-08 1.12122e-07 4.01117e-08 5.73413e-08 0.0422886 4.00885e-08 5.54186e-08 0 4.37099e-08 6.37658e-08 0 2.74699e-06 5.265e-08 -------------------------------------------------------------- Initialization seed trial #929 of 1000; initialization seed = 493579154 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 45 BIC score: 572796 Distortion: 0.00911872 Distortions/cluster: 1.99421e-05 0 3.35454e-05 1.08283e-34 0.00872182 1.27749e-35 1.60456e-05 1.80333e-05 1.32174e-05 4.35604e-05 5.63808e-05 1.14232e-05 1.93288e-05 4.81569e-35 1.65241e-05 1.82454e-05 8.03927e-05 2.82324e-05 2.20257e-05 Variance: 1.54528e-06 Variances/cluster: 3.45578e-08 0 3.13472e-07 0 0.156503 0 3.51846e-08 3.82025e-08 2.20239e-07 2.7222e-06 6.50086e-08 6.17416e-08 4.67968e-08 2.67973e-31 3.42083e-08 6.1844e-08 9.47727e-08 4.18841e-08 4.92703e-08 -------------------------------------------------------------- Initialization seed trial #930 of 1000; initialization seed = 493579155 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 510827 Distortion: 0.0362567 Distortions/cluster: 1.63234e-05 2.43221e-05 2.0665e-05 2.24274e-05 0.0356196 2.85228e-05 1.27749e-35 2.96888e-05 1.84926e-05 2.5054e-05 2.37044e-35 0 3.3134e-05 0.000300791 1.08283e-34 2.9099e-05 1.62792e-05 3.30761e-05 3.93166e-05 Variance: 6.14417e-06 Variances/cluster: 3.57939e-08 5.17444e-08 3.52604e-08 4.93837e-08 0.035575 4.20653e-08 0 7.57307e-08 3.86029e-08 5.82459e-08 0 0 7.31204e-08 1.87971e-05 0 6.13853e-08 3.36317e-08 8.0062e-08 3.38897e-07 -------------------------------------------------------------- Initialization seed trial #931 of 1000; initialization seed = 493579156 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 98 BIC score: 500221 Distortion: 0.0452585 Distortions/cluster: 2.51399e-05 1.46185e-05 1.53456e-05 1.44935e-05 1.25053e-05 1.08283e-34 1.49349e-05 1.8854e-05 3.26327e-05 0.0446389 2.25497e-05 1.49238e-05 2.17429e-05 1.89901e-05 3.36824e-05 1.27749e-35 0.000300791 1.94199e-05 3.89873e-05 Variance: 7.66964e-06 Variances/cluster: 7.24266e-08 3.20553e-08 3.63608e-08 3.4837e-08 6.12955e-08 0 3.7521e-08 6.32482e-08 6.08624e-08 0.0422886 5.17148e-08 3.47034e-08 5.04435e-08 7.3886e-08 5.91764e-08 0 1.87971e-05 3.41859e-08 3.38981e-07 -------------------------------------------------------------- Initialization seed trial #932 of 1000; initialization seed = 493579157 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 512059 Distortion: 0.0360178 Distortions/cluster: 2.13826e-05 1.27749e-35 1.08283e-34 1.84268e-05 1.32657e-05 1.46783e-05 9.46586e-06 1.64646e-05 4.35604e-05 2.98982e-05 4.81569e-35 1.50763e-05 2.37044e-35 3.10061e-05 0.0356196 1.68187e-05 3.14299e-05 5.63808e-05 8.03927e-05 Variance: 6.10368e-06 Variances/cluster: 3.5693e-08 0 0 3.83854e-08 4.62181e-08 2.36687e-07 5.91566e-08 7.22077e-08 2.7222e-06 4.30153e-08 2.67973e-31 4.03077e-08 0 3.75344e-08 0.035575 4.71069e-08 3.11154e-07 6.50086e-08 9.47727e-08 -------------------------------------------------------------- Initialization seed trial #933 of 1000; initialization seed = 493579158 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 85 BIC score: 554742 Distortion: 0.013255 Distortions/cluster: 2.23308e-05 0.00391362 1.53456e-05 1.93743e-05 1.46185e-05 1.9134e-05 1.44935e-05 1.43923e-05 1.22872e-05 3.32541e-05 0 0.000300791 3.36824e-05 0.00872182 1.96393e-05 2.42407e-05 1.49238e-05 2.17832e-05 3.93166e-05 Variance: 2.24624e-06 Variances/cluster: 5.18068e-08 0.00391989 3.63608e-08 3.4166e-08 3.20553e-08 6.37594e-08 3.4837e-08 3.6618e-08 6.14306e-08 6.17908e-08 0 1.87971e-05 5.91764e-08 0.156503 7.38266e-08 7.06506e-08 3.47034e-08 4.99572e-08 3.38897e-07 -------------------------------------------------------------- Initialization seed trial #934 of 1000; initialization seed = 493579159 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 25 BIC score: 689256 Distortion: 0.000660087 Distortions/cluster: 0 2.39416e-05 2.37044e-35 2.12673e-05 2.57254e-05 2.42091e-05 0.000307974 7.69471e-05 9.64317e-35 1.27749e-35 2.24157e-05 4.07555e-05 2.97647e-05 3.00268e-05 1.08283e-34 2.27597e-05 1.89536e-05 0 1.53455e-05 Variance: 1.1186e-07 Variances/cluster: 0 6.26536e-08 0 7.06333e-08 5.38139e-08 6.05036e-08 1.71076e-05 1.14155e-07 6.86694e-32 0 3.6385e-08 4.37722e-08 6.11135e-08 7.58193e-08 0 4.13774e-08 4.62133e-08 0 5.92298e-08 -------------------------------------------------------------- Initialization seed trial #935 of 1000; initialization seed = 493579160 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 500692 Distortion: 0.0450266 Distortions/cluster: 1.22343e-05 2.9099e-05 1.27749e-35 2.48311e-05 2.42703e-05 2.05213e-05 2.31325e-05 2.06002e-05 8.53626e-06 2.96888e-05 1.92153e-05 4.67043e-05 0.0446389 2.11957e-05 4.81569e-35 1.08283e-34 1.89968e-05 7.41958e-05 1.44798e-05 Variance: 7.63034e-06 Variances/cluster: 3.01302e-08 6.13853e-08 0 5.24924e-08 6.23709e-08 3.97661e-08 5.91436e-08 4.84553e-08 3.40051e-08 7.57307e-08 3.88155e-08 2.74699e-06 0.0422886 7.11044e-08 2.67973e-31 0 4.03293e-08 1.13787e-07 5.81331e-08 -------------------------------------------------------------- Initialization seed trial #936 of 1000; initialization seed = 493579161 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 52 BIC score: 556081 Distortion: 0.0130023 Distortions/cluster: 1.9419e-05 3.82031e-05 4.81569e-35 0.00872182 3.33687e-05 1.65487e-05 0 1.61238e-05 0.00391362 2.86923e-05 1.25053e-05 1.99942e-05 2.14947e-05 4.35604e-05 2.22377e-05 3.33744e-05 1.96059e-05 2.39625e-05 1.7776e-05 Variance: 2.20341e-06 Variances/cluster: 7.41129e-08 3.15692e-07 2.67973e-31 0.156503 5.91449e-08 3.42594e-08 0 3.52017e-08 0.00391989 4.19442e-08 6.12955e-08 3.4648e-08 4.97517e-08 2.7222e-06 5.00807e-08 6.16704e-08 6.42612e-08 7.04558e-08 3.79793e-08 -------------------------------------------------------------- Initialization seed trial #937 of 1000; initialization seed = 493579162 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 500769 Distortion: 0.0452637 Distortions/cluster: 0.0446389 2.08821e-05 1.88548e-05 1.08283e-34 1.64562e-05 3.07206e-05 4.35604e-05 1.161e-05 2.22319e-05 2.26663e-05 1.47589e-05 1.27749e-35 1.83572e-05 1.13506e-05 1.68346e-05 1.69129e-05 3.31944e-05 3.34108e-05 0.000292931 Variance: 7.67051e-06 Variances/cluster: 0.0422886 4.55899e-08 3.93591e-08 0 4.08211e-08 4.24868e-08 2.7222e-06 2.14942e-07 3.62042e-08 5.78037e-08 5.87816e-08 0 6.39426e-08 6.13494e-08 4.42871e-08 6.17213e-08 3.13121e-07 3.92111e-08 6.89192e-07 -------------------------------------------------------------- Initialization seed trial #938 of 1000; initialization seed = 493579163 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 88 BIC score: 572472 Distortion: 0.00909417 Distortions/cluster: 3.82031e-05 2.95988e-05 3.33853e-05 4.35604e-05 0.00872182 2.39335e-05 2.25077e-05 1.27749e-35 2.23668e-05 1.55113e-05 0 4.81569e-35 1.92403e-05 1.08283e-34 2.15595e-05 2.39374e-05 1.87746e-05 2.86463e-05 3.11248e-05 Variance: 1.54112e-06 Variances/cluster: 3.15692e-07 6.24396e-08 3.89981e-08 2.7222e-06 0.156503 6.01153e-08 5.93676e-08 0 3.63646e-08 5.94113e-08 0 2.67973e-31 3.98312e-08 0 7.08973e-08 4.9453e-08 4.61142e-08 7.5181e-08 4.31652e-08 -------------------------------------------------------------- Initialization seed trial #939 of 1000; initialization seed = 493579164 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 711600 Distortion: 0.000399967 Distortions/cluster: 1.15575e-05 4.67043e-05 4.81569e-35 2.26674e-05 2.58511e-05 2.44452e-05 2.37044e-35 3.27799e-05 9.64317e-35 1.89386e-05 1.27749e-35 4.02749e-05 7.66228e-05 2.31837e-05 2.52237e-05 1.72269e-05 3.44908e-05 1.08283e-34 0 Variance: 6.77795e-08 Variances/cluster: 6.17997e-08 2.74699e-06 2.67973e-31 3.64386e-08 5.61933e-08 5.43176e-08 0 6.07967e-08 6.86694e-32 6.33195e-08 0 4.36309e-08 1.16437e-07 4.13217e-08 7.24593e-08 6.3563e-08 6.09179e-08 0 0 -------------------------------------------------------------- Initialization seed trial #940 of 1000; initialization seed = 493579165 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 98 BIC score: 570609 Distortion: 0.00936232 Distortions/cluster: 1.27749e-35 1.95142e-05 1.94704e-05 1.08283e-34 2.13905e-05 1.68799e-05 1.45081e-05 2.22117e-05 0.00872182 4.67839e-05 1.442e-05 3.67128e-05 1.20547e-05 0 1.35776e-05 1.4847e-05 0.000300632 4.67043e-05 4.07957e-05 Variance: 1.58657e-06 Variances/cluster: 0 4.78246e-08 3.42147e-08 0 7.32495e-08 4.0671e-08 3.47886e-08 4.9465e-08 0.156503 8.44208e-08 3.18999e-08 5.98708e-08 6.14985e-08 0 3.37722e-08 3.57723e-08 2.56921e-06 2.74699e-06 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #941 of 1000; initialization seed = 493579166 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 64 BIC score: 496761 Distortion: 0.0491728 Distortions/cluster: 1.6083e-05 1.54177e-05 3.82073e-05 9.38604e-06 1.0899e-05 0.0446389 1.94668e-05 2.77049e-05 4.67605e-05 1.72118e-05 2.86918e-05 0.00391362 1.67493e-05 1.29418e-05 8.5278e-06 0.000296857 3.49568e-05 1.0481e-05 9.92866e-06 Variance: 8.33296e-06 Variances/cluster: 3.37849e-08 3.44885e-08 3.67338e-07 8.77133e-08 1.94574e-07 0.0422886 3.42685e-08 4.14088e-08 8.43786e-08 3.73322e-08 4.85319e-08 0.00391989 5.02936e-08 4.60525e-08 5.84046e-08 1.9788e-05 6.1416e-08 5.2401e-08 3.09278e-08 -------------------------------------------------------------- Initialization seed trial #942 of 1000; initialization seed = 493579167 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 62 BIC score: 570647 Distortion: 0.00934755 Distortions/cluster: 2.88249e-05 2.31325e-05 2.34275e-05 2.84588e-05 2.11141e-05 1.81712e-05 2.23091e-05 2.11957e-05 0 1.44798e-05 4.08979e-05 0.00872182 1.08283e-34 1.61511e-05 1.27749e-35 2.95309e-05 2.04028e-05 1.68447e-05 0.000300791 Variance: 1.58406e-06 Variances/cluster: 4.20765e-08 5.91436e-08 4.88029e-08 7.48856e-08 5.06169e-08 3.86584e-08 5.66035e-08 7.11044e-08 0 5.81331e-08 3.37961e-07 0.156503 0 3.52613e-08 0 6.28266e-08 3.49921e-08 3.45149e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #943 of 1000; initialization seed = 493579168 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 77 BIC score: 690028 Distortion: 0.000647813 Distortions/cluster: 3.53035e-05 0.000300791 1.60761e-05 2.02599e-05 2.91437e-05 1.81332e-05 3.99696e-05 2.34269e-05 1.27749e-35 9.64317e-35 2.37044e-35 1.08283e-34 4.08979e-05 2.94707e-05 1.68447e-05 4.90368e-05 0 0 2.84588e-05 Variance: 1.0978e-07 Variances/cluster: 5.95142e-08 1.87971e-05 3.51744e-08 3.49268e-08 4.22335e-08 3.85774e-08 6.86544e-08 4.88016e-08 0 6.86694e-32 0 0 3.37961e-07 6.28322e-08 3.45149e-08 8.51064e-08 0 0 7.48856e-08 -------------------------------------------------------------- Initialization seed trial #944 of 1000; initialization seed = 493579169 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 63 BIC score: 690561 Distortion: 0.000633797 Distortions/cluster: 3.36824e-05 3.35214e-05 9.64317e-35 0 2.49894e-05 2.37044e-35 2.95309e-05 2.84746e-05 2.04028e-05 3.93166e-05 2.84588e-05 2.36116e-05 1.27749e-35 1.85264e-05 1.61511e-05 1.08283e-34 1.68447e-05 0.000300791 1.94952e-05 Variance: 1.07405e-07 Variances/cluster: 5.91764e-08 6.22874e-08 6.86694e-32 0 5.16263e-08 0 6.28266e-08 4.20563e-08 3.49921e-08 3.38897e-07 7.48856e-08 6.96288e-08 0 3.86734e-08 3.52613e-08 0 3.45149e-08 1.87971e-05 6.41085e-08 -------------------------------------------------------------- Initialization seed trial #945 of 1000; initialization seed = 493579170 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 18 BIC score: 605731 Distortion: 0.0042865 Distortions/cluster: 0 3.36824e-05 1.51775e-05 2.90326e-05 1.94952e-05 2.14037e-05 1.60648e-05 2.27916e-05 2.37044e-35 4.67043e-05 2.36116e-05 2.96511e-05 4.81569e-35 0.00391362 3.35214e-05 2.92125e-05 3.57241e-05 1.68047e-05 9.64317e-35 Variance: 7.26402e-07 Variances/cluster: 0 5.91764e-08 3.5049e-08 7.5797e-08 6.41085e-08 3.57283e-08 3.89883e-08 4.8283e-08 0 2.74699e-06 6.96288e-08 3.76251e-08 2.67973e-31 0.00391989 6.22874e-08 6.18859e-08 2.95206e-07 3.70932e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #946 of 1000; initialization seed = 493579171 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 602689 Distortion: 0.00454988 Distortions/cluster: 1.65604e-05 2.81191e-05 1.99445e-05 3.57241e-05 3.36824e-05 2.06282e-05 3.35214e-05 9.64317e-35 4.67043e-05 2.36116e-05 2.08421e-05 1.78909e-05 1.57734e-05 0 1.94952e-05 1.84108e-05 0.00391362 2.37044e-35 0.000285349 Variance: 7.71035e-07 Variances/cluster: 3.56873e-08 4.17781e-08 3.45618e-08 2.95206e-07 5.91764e-08 4.93452e-08 6.22874e-08 6.86694e-32 2.74699e-06 6.96288e-08 4.65188e-08 3.79009e-08 3.34153e-08 0 6.41085e-08 6.71873e-08 0.00391989 0 1.3333e-06 -------------------------------------------------------------- Initialization seed trial #947 of 1000; initialization seed = 493579172 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 556322 Distortion: 0.0130038 Distortions/cluster: 3.25482e-05 4.81569e-35 2.43786e-05 2.96398e-05 3.36824e-05 0.00391362 1.96949e-05 0.00872182 3.57241e-05 0 1.50597e-05 1.79211e-05 3.10779e-05 1.82732e-05 4.67043e-05 9.12399e-06 2.13826e-05 1.97139e-05 1.34126e-05 Variance: 2.20366e-06 Variances/cluster: 6.08182e-08 2.67973e-31 7.18907e-08 4.27666e-08 5.91764e-08 0.00391989 6.41321e-08 0.156503 2.95206e-07 0 6.63372e-08 4.81709e-08 3.75758e-08 3.81449e-08 2.74699e-06 5.92416e-08 3.5693e-08 5.3276e-08 4.62467e-08 -------------------------------------------------------------- Initialization seed trial #948 of 1000; initialization seed = 493579173 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 86 BIC score: 554737 Distortion: 0.0132639 Distortions/cluster: 2.39625e-05 3.33744e-05 2.06242e-05 2.1132e-05 1.51251e-05 0.000276927 1.89163e-05 0.00391362 1.96059e-05 3.80553e-05 1.44267e-05 1.52187e-05 1.40287e-05 0.00872182 1.45863e-05 3.33687e-05 4.35604e-05 0 2.55451e-05 Variance: 2.24774e-06 Variances/cluster: 7.04558e-08 6.16704e-08 6.40454e-08 4.94849e-08 3.60087e-08 1.93639e-06 3.37149e-08 0.00391989 6.42612e-08 3.17091e-07 3.56183e-08 3.2172e-08 3.44655e-08 0.156503 3.57476e-08 5.91449e-08 2.7222e-06 0 5.71431e-08 -------------------------------------------------------------- Initialization seed trial #949 of 1000; initialization seed = 493579174 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 26 BIC score: 496819 Distortion: 0.0489221 Distortions/cluster: 4.81569e-35 3.53035e-05 3.99696e-05 1.01884e-05 1.20574e-05 1.14416e-05 1.98803e-05 1.34427e-05 1.23656e-05 4.35604e-05 3.79355e-05 1.66152e-05 0.00391362 1.46524e-05 0.0446389 1.36265e-05 1.52243e-05 2.42616e-05 4.90368e-05 Variance: 8.29048e-06 Variances/cluster: 2.67973e-31 5.95142e-08 6.86544e-08 4.39108e-08 3.02164e-08 6.15088e-08 4.69941e-08 3.37727e-08 3.36903e-08 2.7222e-06 3.18749e-07 6.34121e-08 0.00391989 3.05223e-08 0.0422886 3.25963e-08 3.60734e-08 5.70814e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #950 of 1000; initialization seed = 493579175 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 511208 Distortion: 0.0360214 Distortions/cluster: 4.90368e-05 2.00029e-05 4.67043e-05 1.97885e-05 1.58153e-05 7.16238e-05 2.37044e-35 3.99696e-05 0.0356196 4.81569e-35 1.27749e-35 1.69308e-05 2.34047e-05 9.35027e-06 1.08283e-34 1.31583e-05 1.94722e-05 3.58899e-05 2.06742e-05 Variance: 6.10428e-06 Variances/cluster: 8.51064e-08 4.00825e-08 2.74699e-06 3.44708e-08 4.3326e-08 1.22006e-07 0 6.86544e-08 0.035575 2.67973e-31 0 7.3928e-08 4.04887e-08 5.91739e-08 0 4.61656e-08 3.93342e-08 6.04009e-08 5.72639e-08 -------------------------------------------------------------- Initialization seed trial #951 of 1000; initialization seed = 493579176 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 570561 Distortion: 0.00935807 Distortions/cluster: 0 4.67839e-05 4.07957e-05 1.22754e-05 2.37212e-05 1.44289e-05 0.000300791 0.00872182 1.08283e-34 1.53565e-05 1.19678e-05 1.16949e-05 1.44291e-05 3.67128e-05 2.65486e-05 2.79393e-05 3.93166e-05 1.3491e-05 1.27749e-35 Variance: 1.58585e-06 Variances/cluster: 0 8.44208e-08 6.98334e-08 3.44781e-08 4.97256e-08 3.0373e-08 1.87971e-05 0.156503 0 3.63007e-08 2.99918e-08 4.49757e-08 3.42703e-08 5.98708e-08 6.35083e-08 7.46982e-08 3.38897e-07 3.25841e-08 0 -------------------------------------------------------------- Initialization seed trial #952 of 1000; initialization seed = 493579177 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 603061 Distortion: 0.00456314 Distortions/cluster: 2.20425e-05 2.37044e-35 1.48707e-05 1.44635e-05 9.64317e-35 2.02002e-05 1.55226e-05 1.32174e-05 1.91303e-05 3.56628e-05 1.51263e-05 1.13353e-05 8.03927e-05 5.68468e-05 0.00391362 1.57298e-05 1.41819e-05 0 0.000300791 Variance: 7.73282e-07 Variances/cluster: 5.17387e-08 0 3.71731e-08 3.45161e-08 6.86694e-32 4.62204e-08 5.90169e-08 2.20239e-07 3.39752e-08 3.36402e-07 3.54215e-08 6.12668e-08 9.47727e-08 6.54704e-08 0.00391989 3.64928e-08 3.14427e-08 0 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #953 of 1000; initialization seed = 493579178 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 511287 Distortion: 0.0360136 Distortions/cluster: 4.81569e-35 2.78016e-05 2.32068e-05 1.92954e-05 4.67043e-05 2.38315e-05 0.0356196 1.08283e-34 1.41871e-05 7.25202e-05 2.40809e-05 2.14173e-05 2.69127e-05 1.27749e-35 3.88037e-05 2.37044e-35 2.12848e-05 2.32275e-05 1.07602e-05 Variance: 6.10296e-06 Variances/cluster: 2.67973e-31 6.02874e-08 4.92554e-08 6.45123e-08 2.74699e-06 4.05259e-08 0.035575 0 3.71358e-08 1.22696e-07 7.4072e-08 3.5632e-08 6.97167e-08 0 4.27316e-08 0 7.0708e-08 6.20999e-08 5.48818e-08 -------------------------------------------------------------- Initialization seed trial #954 of 1000; initialization seed = 493579179 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 570900 Distortion: 0.00934717 Distortions/cluster: 2.44385e-05 0 1.27749e-35 2.14989e-05 3.93166e-05 0.00872182 2.11957e-05 2.3183e-05 3.00298e-05 3.14473e-05 1.87534e-05 2.31325e-05 0.000300791 1.44798e-05 1.19199e-05 2.23091e-05 1.08283e-34 2.1738e-05 2.11141e-05 Variance: 1.584e-06 Variances/cluster: 7.25122e-08 0 0 3.57083e-08 3.38897e-07 0.156503 7.11044e-08 4.78948e-08 4.30806e-08 3.78394e-08 3.85835e-08 5.91436e-08 1.87971e-05 5.81331e-08 6.14374e-08 5.66035e-08 0 5.60206e-08 5.06169e-08 -------------------------------------------------------------- Initialization seed trial #955 of 1000; initialization seed = 493579180 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 97 BIC score: 689619 Distortion: 0.000656807 Distortions/cluster: 1.32174e-05 1.27749e-35 2.00449e-05 9.64317e-35 3.6115e-05 0.000300791 2.37044e-35 1.62203e-05 0 2.03647e-05 1.829e-05 1.63686e-05 1.12289e-05 1.6022e-05 2.29458e-05 5.68468e-05 1.08283e-34 2.79588e-05 8.03927e-05 Variance: 1.11304e-07 Variances/cluster: 2.20239e-07 0 3.46757e-08 6.86694e-32 3.37485e-07 1.87971e-05 0 3.35794e-08 0 4.71362e-08 3.84207e-08 3.58143e-08 6.10216e-08 5.95567e-08 5.12141e-08 6.54704e-08 0 4.14168e-08 9.47727e-08 -------------------------------------------------------------- Initialization seed trial #956 of 1000; initialization seed = 493579181 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 41 BIC score: 602773 Distortion: 0.00454035 Distortions/cluster: 2.98108e-05 1.60884e-05 1.84849e-05 2.43436e-05 2.0401e-05 1.67821e-05 0 2.90212e-05 3.9446e-05 0.000300791 1.2071e-05 2.94354e-05 9.64317e-35 2.38074e-05 0.00391362 2.56707e-05 1.22387e-05 2.83363e-05 2.37044e-35 Variance: 7.69421e-07 Variances/cluster: 7.58485e-08 3.52012e-08 3.86676e-08 5.17902e-08 3.49891e-08 3.44571e-08 0 6.12213e-08 3.37107e-07 1.87971e-05 5.58665e-08 5.75847e-08 6.86694e-32 7.08331e-08 0.00391989 5.71548e-08 5.16234e-08 4.1914e-08 0 -------------------------------------------------------------- Initialization seed trial #957 of 1000; initialization seed = 493579182 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 572693 Distortion: 0.00910347 Distortions/cluster: 3.53674e-05 1.41897e-05 3.9511e-05 4.35604e-05 1.35731e-05 1.89442e-05 1.08864e-05 1.08283e-34 2.20376e-05 1.98243e-05 1.27749e-35 0 0.00872182 4.81569e-35 3.06223e-05 4.90368e-05 3.62589e-05 3.28826e-05 1.49516e-05 Variance: 1.5427e-06 Variances/cluster: 5.95215e-08 5.43625e-08 6.81007e-08 2.7222e-06 9.49087e-08 3.88961e-08 6.11545e-08 0 3.6123e-08 4.66411e-08 0 0 0.156503 2.67973e-31 4.32481e-08 8.51064e-08 3.15258e-07 3.87276e-08 4.17609e-08 -------------------------------------------------------------- Initialization seed trial #958 of 1000; initialization seed = 493579183 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 21 BIC score: 711577 Distortion: 0.000399952 Distortions/cluster: 2.23134e-05 2.53103e-05 2.32435e-05 7.55891e-05 0 2.51399e-05 2.05098e-05 2.35619e-05 4.81569e-35 1.27749e-35 1.8854e-05 3.48071e-05 3.26327e-05 1.14771e-05 1.08283e-34 4.67043e-05 9.64317e-35 2.37044e-35 3.98094e-05 Variance: 6.77771e-08 Variances/cluster: 3.62188e-08 5.33928e-08 5.54688e-08 1.18282e-07 0 7.24266e-08 6.59429e-08 4.12603e-08 2.67973e-31 0 6.32482e-08 6.09382e-08 6.08624e-08 6.16996e-08 0 2.74699e-06 6.86694e-32 0 4.34562e-08 -------------------------------------------------------------- Initialization seed trial #959 of 1000; initialization seed = 493579184 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 605347 Distortion: 0.00431663 Distortions/cluster: 2.30728e-05 1.70314e-05 1.45971e-05 2.37044e-35 7.4047e-05 0.00391362 4.67043e-05 1.14208e-05 3.5954e-05 4.00733e-05 4.81569e-35 2.53923e-05 2.05185e-05 8.75913e-06 1.96288e-05 1.6941e-05 9.64317e-35 0 4.88691e-05 Variance: 7.31508e-07 Variances/cluster: 5.26728e-08 3.73462e-08 3.67642e-08 0 1.15507e-07 0.00391989 2.74699e-06 6.13969e-08 6.0407e-08 6.87144e-08 2.67973e-31 5.64227e-08 3.96073e-08 3.3685e-08 3.78172e-08 6.36833e-08 6.86694e-32 0 8.51109e-08 -------------------------------------------------------------- Initialization seed trial #960 of 1000; initialization seed = 493579185 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 27 BIC score: 556216 Distortion: 0.0130027 Distortions/cluster: 2.48337e-05 2.59206e-05 4.67043e-05 2.48758e-05 2.18087e-05 4.81569e-35 0.00872182 2.4697e-05 1.21482e-05 2.49778e-05 2.15148e-05 2.91374e-05 3.55836e-05 2.17389e-05 0.00391362 0 1.21235e-05 2.81339e-05 1.30749e-05 Variance: 2.20348e-06 Variances/cluster: 4.84991e-08 5.43356e-08 2.74699e-06 5.46545e-08 3.59837e-08 2.67973e-31 0.156503 7.24196e-08 5.59643e-08 7.34412e-08 3.96918e-08 3.71145e-08 2.96496e-07 3.92364e-08 0.00391989 0 6.18494e-08 5.72804e-08 5.31331e-08 -------------------------------------------------------------- Initialization seed trial #961 of 1000; initialization seed = 493579186 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 570601 Distortion: 0.00936458 Distortions/cluster: 4.35604e-05 1.41621e-05 1.47053e-05 4.67839e-05 3.67128e-05 1.52266e-05 3.70157e-05 1.52766e-05 1.54704e-05 0.00872182 2.1448e-05 1.89163e-05 4.07957e-05 1.44267e-05 0 0.000286405 2.18567e-05 1.27749e-35 1.08283e-34 Variance: 1.58695e-06 Variances/cluster: 2.7222e-06 3.47079e-08 3.59512e-08 8.44208e-08 5.98708e-08 3.61642e-08 3.19064e-07 3.22263e-08 6.52705e-08 0.156503 4.88523e-08 3.37149e-08 6.98334e-08 3.56183e-08 0 1.21865e-06 5.10624e-08 0 0 -------------------------------------------------------------- Initialization seed trial #962 of 1000; initialization seed = 493579187 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 56 BIC score: 554709 Distortion: 0.0132549 Distortions/cluster: 3.93166e-05 2.83743e-05 1.22558e-05 2.52154e-05 0 1.49852e-05 1.85832e-05 0.00872182 1.52011e-05 2.48699e-05 1.27517e-05 2.79839e-05 2.49606e-05 1.49412e-05 2.8302e-05 1.69419e-05 0.00391362 0.000300791 1.39559e-05 Variance: 2.24621e-06 Variances/cluster: 3.38897e-07 5.7303e-08 5.6201e-08 5.12462e-08 0 3.46849e-08 3.34794e-08 0.156503 3.61901e-08 7.33396e-08 5.22441e-08 7.46177e-08 5.5083e-08 3.70713e-08 6.35949e-08 3.25152e-08 0.00391989 1.87971e-05 3.72124e-08 -------------------------------------------------------------- Initialization seed trial #963 of 1000; initialization seed = 493579188 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 31 BIC score: 556024 Distortion: 0.0130102 Distortions/cluster: 1.41878e-05 3.67128e-05 4.67839e-05 0 1.56573e-05 1.40451e-05 4.04031e-05 1.68437e-05 0.00872182 1.92413e-05 1.40478e-05 1.92928e-05 1.39585e-05 1.54553e-05 0.00391362 3.63962e-05 2.81509e-05 4.35604e-05 4.81569e-35 Variance: 2.20474e-06 Variances/cluster: 3.61898e-08 5.98708e-08 8.44208e-08 0 3.62406e-08 3.40871e-08 6.92799e-08 4.43219e-08 0.156503 4.49521e-08 9.68732e-08 3.41426e-08 3.13646e-08 3.56903e-08 0.00391989 3.13724e-07 7.31133e-08 2.7222e-06 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #964 of 1000; initialization seed = 493579189 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 74 BIC score: 554671 Distortion: 0.0132837 Distortions/cluster: 2.05033e-05 0.00391362 1.54941e-05 1.14431e-05 1.81104e-05 2.19104e-05 2.42495e-05 1.79853e-05 2.32772e-05 2.38809e-05 1.8503e-05 4.67043e-05 0 0.00872182 1.04816e-05 2.19622e-05 0.00028509 1.85751e-05 7.00822e-05 Variance: 2.25109e-06 Variances/cluster: 3.49846e-08 0.00391989 3.97156e-08 5.49975e-08 6.65614e-08 4.80452e-08 4.07516e-08 6.71038e-08 5.50239e-08 6.29894e-08 3.87868e-08 2.74699e-06 0 0.156503 4.87359e-08 4.13564e-08 1.29576e-06 6.47015e-08 1.21871e-07 -------------------------------------------------------------- Initialization seed trial #965 of 1000; initialization seed = 493579190 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 69 BIC score: 605402 Distortion: 0.00430658 Distortions/cluster: 1.20547e-05 2.20188e-05 9.64317e-35 3.28638e-05 1.8503e-05 2.03225e-05 0.00391362 7.13073e-05 2.19006e-05 2.447e-05 4.81569e-35 3.44908e-05 2.39478e-05 0 2.37044e-35 2.2009e-05 2.27571e-05 1.9604e-05 4.67043e-05 Variance: 7.29804e-07 Variances/cluster: 6.14985e-08 7.29043e-08 6.86694e-32 6.08393e-08 3.87868e-08 3.48545e-08 0.00391989 1.20441e-07 4.13182e-08 7.1948e-08 2.67973e-31 6.09179e-08 4.11436e-08 0 0 4.89047e-08 5.43079e-08 6.40449e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #966 of 1000; initialization seed = 493579191 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 710460 Distortion: 0.000411429 Distortions/cluster: 1.56863e-05 1.17139e-05 8.366e-05 6.60089e-05 1.27749e-35 2.86515e-05 1.08283e-34 4.81569e-35 1.7884e-05 2.92721e-05 1.46792e-05 0 3.78274e-05 8.26027e-06 9.64317e-35 2.37044e-35 2.30115e-05 4.67043e-05 2.80692e-05 Variance: 6.97218e-08 Variances/cluster: 3.47782e-08 3.01095e-08 9.74749e-08 7.42266e-08 0 4.18845e-08 0 2.67973e-31 3.82919e-08 6.33544e-08 3.27632e-08 0 3.00181e-07 3.2775e-08 6.86694e-32 0 4.77373e-08 2.74699e-06 7.46462e-08 -------------------------------------------------------------- Initialization seed trial #967 of 1000; initialization seed = 493579192 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 48 BIC score: 602895 Distortion: 0.0045393 Distortions/cluster: 1.54573e-05 2.37044e-35 2.49807e-05 3.34105e-05 1.13353e-05 0.000296857 2.3476e-05 2.14037e-05 2.36116e-05 1.58795e-05 1.96059e-05 1.67213e-05 4.27926e-05 2.9543e-05 1.69243e-05 9.64317e-35 3.36824e-05 0 0.00391362 Variance: 7.69243e-07 Variances/cluster: 3.55309e-08 0 5.68989e-08 6.21969e-08 6.12668e-08 1.9788e-05 5.21643e-08 3.57283e-08 6.96288e-08 3.89165e-08 6.42612e-08 6.35744e-08 3.68859e-07 3.75833e-08 3.7275e-08 6.86694e-32 5.91764e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #968 of 1000; initialization seed = 493579193 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 54 BIC score: 506877 Distortion: 0.0399064 Distortions/cluster: 1.92403e-05 2.84668e-05 2.86463e-05 2.95988e-05 0 0.0356196 4.81569e-35 2.23668e-05 3.82031e-05 3.33853e-05 4.35604e-05 1.21482e-05 2.39374e-05 2.37044e-35 0.00391362 3.11248e-05 1.25903e-05 2.3905e-05 2.60964e-05 Variance: 6.76266e-06 Variances/cluster: 3.98312e-08 5.7374e-08 7.5181e-08 6.24396e-08 0 0.035575 2.67973e-31 3.63646e-08 3.15692e-07 3.89981e-08 2.7222e-06 5.59643e-08 4.9453e-08 0 0.00391989 4.31652e-08 5.20092e-08 7.09127e-08 5.70855e-08 -------------------------------------------------------------- Initialization seed trial #969 of 1000; initialization seed = 493579194 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 690208 Distortion: 0.000641666 Distortions/cluster: 1.08283e-34 2.48215e-05 3.32995e-05 2.86012e-05 2.28296e-05 2.1165e-05 2.34297e-05 0.000297331 9.64317e-35 3.14729e-05 2.37044e-35 0 1.45841e-05 3.82031e-05 1.27749e-35 2.2366e-05 2.02294e-05 1.97726e-05 4.35604e-05 Variance: 1.08738e-07 Variances/cluster: 0 4.93425e-08 3.8989e-08 7.50627e-08 5.91246e-08 7.10012e-08 5.97506e-08 6.66606e-07 6.86694e-32 4.33474e-08 0 0 5.83178e-08 3.15692e-07 0 3.63634e-08 4.78082e-08 4.03484e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #970 of 1000; initialization seed = 493579195 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 23 BIC score: 572270 Distortion: 0.00909576 Distortions/cluster: 1.6716e-05 3.33687e-05 2.52237e-05 1.89386e-05 2.90326e-05 1.62734e-05 1.08283e-34 3.57241e-05 2.27579e-05 4.67043e-05 3.27799e-05 4.81569e-35 0 1.7979e-05 0.00872182 2.04593e-05 2.92125e-05 1.27749e-35 2.87711e-05 Variance: 1.54139e-06 Variances/cluster: 3.61006e-08 5.91449e-08 7.24593e-08 6.33195e-08 7.5797e-08 3.36198e-08 0 2.95206e-07 4.79071e-08 2.74699e-06 6.07967e-08 2.67973e-31 0 3.84952e-08 0.156503 3.50891e-08 6.18859e-08 0 4.1998e-08 -------------------------------------------------------------- Initialization seed trial #971 of 1000; initialization seed = 493579196 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 497026 Distortion: 0.0489154 Distortions/cluster: 0.0446389 2.9885e-05 1.14771e-05 0.00391362 4.67605e-05 4.81569e-35 1.48471e-05 1.53071e-05 1.70202e-05 3.25722e-05 1.41621e-05 1.34873e-05 1.97258e-05 1.47121e-05 1.45531e-05 1.93435e-05 4.35604e-05 3.50123e-05 2.04693e-05 Variance: 8.28935e-06 Variances/cluster: 0.0422886 5.02949e-08 6.16996e-08 0.00391989 8.43786e-08 2.67973e-31 3.5859e-08 3.56778e-08 4.27605e-08 3.13158e-07 3.47079e-08 3.072e-08 6.38326e-08 3.59679e-08 2.42496e-07 3.42322e-08 2.7222e-06 6.14055e-08 4.62021e-08 -------------------------------------------------------------- Initialization seed trial #972 of 1000; initialization seed = 493579197 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 570646 Distortion: 0.00935546 Distortions/cluster: 1.47386e-05 1.33721e-05 1.20547e-05 2.15368e-05 4.07957e-05 1.39718e-05 1.27749e-35 2.18205e-05 1.46504e-05 1.08283e-34 0 3.67128e-05 4.67839e-05 0.000300791 2.16156e-05 3.93166e-05 1.9995e-05 1.54814e-05 0.00872182 Variance: 1.5854e-06 Variances/cluster: 3.52567e-08 3.07377e-08 6.14985e-08 5.23961e-08 6.98334e-08 3.42417e-08 0 4.90307e-08 3.61702e-08 0 0 5.98708e-08 8.44208e-08 1.87971e-05 7.27742e-08 3.38897e-07 3.45894e-08 3.65095e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #973 of 1000; initialization seed = 493579198 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 556150 Distortion: 0.0130113 Distortions/cluster: 4.90368e-05 1.31009e-05 1.58159e-05 3.53035e-05 4.35604e-05 1.94988e-05 0 3.74233e-05 0.00872182 1.72637e-05 1.57347e-05 2.79035e-05 3.99696e-05 1.60011e-05 9.73979e-06 1.66549e-05 1.8819e-05 0.00391362 4.81569e-35 Variance: 2.20493e-06 Variances/cluster: 8.51064e-08 4.6126e-08 4.33276e-08 5.95142e-08 2.7222e-06 3.42645e-08 0 3.14445e-07 0.156503 3.72026e-08 3.31229e-08 4.1768e-08 6.86544e-08 3.53975e-08 5.93839e-08 7.40163e-08 5.42285e-08 0.00391989 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #974 of 1000; initialization seed = 493579199 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 42 BIC score: 554721 Distortion: 0.0132836 Distortions/cluster: 0 2.13607e-05 1.96863e-05 2.01183e-05 0.00391362 6.91048e-05 1.13743e-05 0.000278369 2.47531e-05 2.29019e-05 4.67043e-05 2.42587e-05 1.79299e-05 2.64261e-05 0.00872182 1.9231e-05 1.18632e-05 1.16411e-05 2.24249e-05 Variance: 2.25107e-06 Variances/cluster: 0 5.60597e-08 4.44241e-08 3.4623e-08 0.00391989 1.22733e-07 5.4405e-08 1.73966e-06 6.18624e-08 4.85169e-08 2.74699e-06 4.08357e-08 3.79035e-08 7.00903e-08 0.156503 7.33777e-08 5.70167e-08 5.05972e-08 4.23874e-08 -------------------------------------------------------------- Initialization seed trial #975 of 1000; initialization seed = 493579200 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 39 BIC score: 570541 Distortion: 0.00936915 Distortions/cluster: 2.19838e-05 0 1.16436e-05 2.89668e-05 1.07699e-05 1.70499e-05 1.67627e-05 2.07978e-05 0.00872182 0.000307974 2.86463e-05 2.08968e-05 1.08283e-34 2.4515e-05 7.51847e-05 1.77118e-05 1.8748e-05 1.27749e-35 2.56805e-05 Variance: 1.58772e-06 Variances/cluster: 4.13192e-08 0 5.51654e-08 6.17579e-08 4.89381e-08 6.95695e-08 6.3475e-08 3.9992e-08 0.156503 1.71076e-05 7.5181e-08 3.54744e-08 0 6.22003e-08 1.12039e-07 4.23591e-08 3.90549e-08 0 5.26193e-08 -------------------------------------------------------------- Initialization seed trial #976 of 1000; initialization seed = 493579201 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 511499 Distortion: 0.0359929 Distortions/cluster: 1.94952e-05 2.37044e-35 2.58976e-05 1.73934e-05 3.36824e-05 1.27749e-35 2.39625e-05 3.31695e-05 0.0356196 1.08283e-34 3.28348e-05 2.21524e-05 4.81569e-35 1.13443e-05 4.35604e-05 2.36273e-05 1.88899e-05 3.68069e-05 3.0578e-05 Variance: 6.09947e-06 Variances/cluster: 6.41085e-08 0 5.62944e-08 6.37074e-08 5.91764e-08 0 7.04558e-08 6.17483e-08 0.035575 0 3.86713e-08 3.61926e-08 2.67973e-31 6.13155e-08 2.7222e-06 5.32099e-08 3.87845e-08 3.14553e-07 4.32465e-08 -------------------------------------------------------------- Initialization seed trial #977 of 1000; initialization seed = 493579202 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 711273 Distortion: 0.000399911 Distortions/cluster: 2.9099e-05 4.67043e-05 1.88969e-05 2.09595e-05 2.43786e-05 7.49103e-05 4.81569e-35 0 9.64317e-35 1.98062e-05 2.37044e-35 2.96888e-05 2.13406e-05 1.08283e-34 1.27749e-35 3.44908e-05 2.50468e-05 3.27527e-05 2.18369e-05 Variance: 6.77701e-08 Variances/cluster: 6.13853e-08 2.74699e-06 3.90397e-08 3.55205e-08 7.18907e-08 1.13835e-07 2.67973e-31 0 6.86694e-32 6.42853e-08 0 7.57307e-08 4.01856e-08 0 0 6.09179e-08 5.27252e-08 6.07463e-08 4.13541e-08 -------------------------------------------------------------- Initialization seed trial #978 of 1000; initialization seed = 493579203 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 71 BIC score: 500903 Distortion: 0.0450125 Distortions/cluster: 1.86193e-05 1.45609e-05 2.16026e-05 3.67128e-05 1.27749e-35 2.47617e-05 1.52821e-05 0.0446389 1.46927e-05 4.07957e-05 4.67839e-05 3.80553e-05 1.47148e-05 4.35604e-05 4.81569e-35 1.08283e-34 1.66364e-05 1.54008e-05 1.14208e-05 Variance: 7.62795e-06 Variances/cluster: 3.3424e-08 3.5861e-08 4.89811e-08 5.98708e-08 0 5.705e-08 3.62103e-08 0.0422886 3.43257e-08 6.98334e-08 8.44208e-08 3.17091e-07 3.68756e-08 2.7222e-06 2.67973e-31 0 6.34928e-08 3.2284e-08 6.13969e-08 -------------------------------------------------------------- Initialization seed trial #979 of 1000; initialization seed = 493579204 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 30 BIC score: 511447 Distortion: 0.0359934 Distortions/cluster: 3.32645e-05 3.09432e-05 2.37044e-35 2.35129e-05 1.92731e-05 1.27749e-35 4.67043e-05 1.0815e-05 2.26318e-05 1.92747e-05 2.15936e-05 2.34603e-05 2.9172e-05 1.08283e-34 4.81569e-35 0.0356196 2.88814e-05 2.86463e-05 3.57241e-05 Variance: 6.09955e-06 Variances/cluster: 3.8948e-08 4.31527e-08 0 7.46208e-08 6.44378e-08 0 2.74699e-06 5.51611e-08 3.66168e-08 3.9656e-08 4.81845e-08 4.85677e-08 6.16695e-08 0 2.67973e-31 0.035575 5.86827e-08 7.5181e-08 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #980 of 1000; initialization seed = 493579205 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 68 BIC score: 506140 Distortion: 0.0401777 Distortions/cluster: 1.60563e-05 1.94436e-05 2.79733e-05 1.54866e-05 1.57607e-05 3.53035e-05 0.00391362 0.000273193 3.99696e-05 1.57153e-05 1.75988e-05 1.71429e-05 1.94662e-05 0.0356196 2.37044e-35 3.57241e-05 4.90368e-05 0 4.67043e-05 Variance: 6.80863e-06 Variances/cluster: 3.37288e-08 3.42277e-08 4.18099e-08 4.88496e-08 3.48656e-08 5.95142e-08 0.00391989 2.60161e-06 6.86544e-08 6.6304e-08 5.10062e-08 3.71024e-08 5.12224e-08 0.035575 0 2.95206e-07 8.51064e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #981 of 1000; initialization seed = 493579206 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 29 BIC score: 500525 Distortion: 0.0452532 Distortions/cluster: 1.41524e-05 9.85708e-06 2.45348e-05 0.0446389 1.3513e-05 2.09082e-05 0.00027996 9.63497e-06 1.47535e-05 4.90368e-05 1.37206e-05 2.84994e-05 1.27749e-35 1.65401e-05 3.53035e-05 2.79839e-05 3.99696e-05 1.59192e-05 1.08283e-34 Variance: 7.66874e-06 Variances/cluster: 3.57348e-08 2.95088e-08 2.72576e-06 0.0422886 3.47349e-08 4.31949e-08 2.64085e-06 3.23284e-08 3.51244e-08 8.51064e-08 3.06236e-08 6.36095e-08 0 3.93777e-08 5.95142e-08 7.46177e-08 6.86544e-08 7.5794e-07 0 -------------------------------------------------------------- Initialization seed trial #982 of 1000; initialization seed = 493579207 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 556201 Distortion: 0.0130339 Distortions/cluster: 1.41382e-05 1.74725e-05 0.00391362 8.33627e-05 1.70164e-05 1.31746e-05 0.00872182 1.52213e-05 4.67043e-05 7.96348e-06 2.65375e-05 1.37566e-05 4.81569e-35 1.15898e-05 3.78274e-05 0 6.6306e-05 1.13855e-05 1.60057e-05 Variance: 2.20876e-06 Variances/cluster: 3.00139e-08 6.87838e-08 0.00391989 9.73555e-08 4.25374e-08 3.36058e-08 0.156503 3.5981e-08 2.74699e-06 4.02151e-08 6.98302e-08 3.3066e-08 2.67973e-31 3.25524e-08 3.00181e-07 0 7.43933e-08 2.88948e-08 4.92438e-08 -------------------------------------------------------------- Initialization seed trial #983 of 1000; initialization seed = 493579208 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 38 BIC score: 501266 Distortion: 0.0450276 Distortions/cluster: 4.09224e-05 2.61316e-05 1.08283e-34 2.86463e-05 1.53461e-05 0.0446389 7.9819e-06 9.63915e-06 2.28066e-05 4.81569e-35 2.93148e-05 2.29193e-05 2.19964e-05 1.27749e-35 4.67043e-05 1.58113e-05 1.30045e-05 9.37715e-06 7.80506e-05 Variance: 7.6305e-06 Variances/cluster: 4.38573e-08 5.32163e-08 0 7.5181e-08 4.09097e-08 0.0422886 4.8953e-08 5.20867e-08 6.36845e-08 2.67973e-31 6.15806e-08 3.68435e-08 4.09577e-08 0 2.74699e-06 5.00196e-08 7.51477e-08 5.17908e-08 1.12943e-07 -------------------------------------------------------------- Initialization seed trial #984 of 1000; initialization seed = 493579209 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 40 BIC score: 570958 Distortion: 0.0093576 Distortions/cluster: 2.30974e-05 1.69003e-05 2.3905e-05 2.83743e-05 2.6026e-05 1.27749e-35 2.24293e-05 3.11675e-05 1.87342e-05 3.33306e-05 0.00872182 0 4.35604e-05 1.21482e-05 3.82031e-05 0.000293513 1.27517e-05 1.08283e-34 1.16404e-05 Variance: 1.58577e-06 Variances/cluster: 4.98818e-08 6.32921e-08 7.09127e-08 5.7303e-08 5.70561e-08 0 3.64661e-08 4.31645e-08 3.91072e-08 3.89797e-08 0.156503 0 2.7222e-06 5.59643e-08 3.15692e-07 6.92191e-07 5.22441e-08 0 6.15842e-08 -------------------------------------------------------------- Initialization seed trial #985 of 1000; initialization seed = 493579210 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 555862 Distortion: 0.0130203 Distortions/cluster: 2.39335e-05 2.49653e-05 0 0.00872182 2.21117e-05 2.27205e-05 1.87746e-05 4.81569e-35 2.15595e-05 1.55113e-05 2.01271e-05 1.17603e-05 2.02201e-05 1.92091e-05 4.67043e-05 2.39416e-05 0.00391362 2.01131e-05 7.31786e-05 Variance: 2.20645e-06 Variances/cluster: 6.01153e-08 5.42679e-08 0 0.156503 4.04938e-08 5.39631e-08 4.61142e-08 2.67973e-31 7.08973e-08 5.94113e-08 3.97735e-08 6.18911e-08 4.03559e-08 6.57795e-08 2.74699e-06 6.26536e-08 0.00391989 3.46737e-08 1.15413e-07 -------------------------------------------------------------- Initialization seed trial #986 of 1000; initialization seed = 493579211 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 28 BIC score: 572430 Distortion: 0.00911465 Distortions/cluster: 4.81569e-35 4.07647e-05 2.94601e-05 2.45497e-05 2.6026e-05 1.15575e-05 2.58511e-05 2.22573e-05 2.4081e-05 1.19718e-05 0 7.47738e-05 2.48546e-05 1.08283e-34 1.27517e-05 4.67043e-05 1.72269e-05 1.27749e-35 0.00872182 Variance: 1.54459e-06 Variances/cluster: 2.67973e-31 4.37821e-08 5.92563e-08 5.43085e-08 5.70561e-08 6.17997e-08 5.61933e-08 3.62454e-08 7.10133e-08 5.56649e-08 0 1.19436e-07 4.20511e-08 0 5.22441e-08 2.74699e-06 6.3563e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #987 of 1000; initialization seed = 493579212 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 53 BIC score: 571014 Distortion: 0.0093521 Distortions/cluster: 0 1.27749e-35 1.89465e-05 1.13353e-05 2.86246e-05 1.47769e-05 3.60168e-05 1.54512e-05 1.77187e-05 1.9864e-05 1.69677e-05 0.00872182 3.13587e-05 0.000300791 2.03259e-05 4.67605e-05 3.52183e-05 1.08283e-34 1.61262e-05 Variance: 1.58483e-06 Variances/cluster: 0 0 4.25726e-08 6.12668e-08 4.16624e-08 2.54722e-07 3.36566e-07 5.89697e-08 3.80192e-08 4.70671e-08 3.45545e-08 0.156503 5.23346e-08 1.87971e-05 3.49803e-08 8.43786e-08 6.16586e-08 0 3.53612e-08 -------------------------------------------------------------- Initialization seed trial #988 of 1000; initialization seed = 493579213 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 100 BIC score: 690136 Distortion: 0.000641113 Distortions/cluster: 4.90368e-05 9.64317e-35 2.40833e-05 1.96326e-05 3.53035e-05 0.000300791 2.81646e-05 2.0156e-05 1.28322e-05 1.27749e-35 1.08283e-34 1.5788e-05 3.99696e-05 0 1.60603e-05 2.37044e-35 3.93166e-05 2.24647e-05 1.75134e-05 Variance: 1.08645e-07 Variances/cluster: 8.51064e-08 6.86694e-32 7.1247e-08 3.43789e-08 5.95142e-08 1.87971e-05 4.20331e-08 5.47667e-08 6.13931e-08 0 0 3.31651e-08 6.86544e-08 0 3.54501e-08 0 3.38897e-07 4.81003e-08 3.75788e-08 -------------------------------------------------------------- Initialization seed trial #989 of 1000; initialization seed = 493579214 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 46 BIC score: 556087 Distortion: 0.0130025 Distortions/cluster: 3.25482e-05 2.01039e-05 1.7018e-05 0.00391362 2.80572e-05 0 0.00872182 2.4864e-05 1.60884e-05 4.67043e-05 2.55172e-05 2.15148e-05 1.66199e-05 1.92126e-05 1.13443e-05 1.80553e-05 3.36824e-05 3.57241e-05 4.81569e-35 Variance: 2.20344e-06 Variances/cluster: 6.08182e-08 3.46578e-08 6.3733e-08 0.00391989 4.17481e-08 0 0.156503 7.22565e-08 3.52012e-08 2.74699e-06 5.65745e-08 4.8782e-08 3.43357e-08 6.35975e-08 6.13155e-08 3.80876e-08 5.91764e-08 2.95206e-07 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #990 of 1000; initialization seed = 493579215 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 33 BIC score: 496049 Distortion: 0.0491755 Distortions/cluster: 7.79716e-06 8.64955e-06 1.31956e-05 3.32281e-05 2.26455e-05 1.49849e-05 4.06155e-05 2.48718e-05 2.19698e-05 3.36284e-05 2.40634e-05 0.00391362 0.000300791 1.20839e-05 1.37077e-05 2.95361e-05 0.0446389 1.19259e-05 9.25939e-06 Variance: 8.33342e-06 Variances/cluster: 3.41951e-08 2.5363e-08 3.3832e-08 8.00423e-08 4.72723e-08 3.55905e-08 3.41268e-07 5.82286e-08 4.85901e-08 7.37233e-08 7.13991e-08 0.00391989 1.87971e-05 3.36565e-08 3.03231e-08 6.72749e-08 0.0422886 4.43294e-08 3.10691e-08 -------------------------------------------------------------- Initialization seed trial #991 of 1000; initialization seed = 493579216 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 85 BIC score: 570710 Distortion: 0.00935878 Distortions/cluster: 1.41453e-05 1.19074e-05 3.95833e-05 1.16007e-05 0.00872182 0.000300791 1.27749e-35 2.13792e-05 4.67839e-05 1.7665e-05 0 2.7557e-05 4.07957e-05 1.59183e-05 2.17839e-05 3.67128e-05 8.16651e-06 2.21668e-05 1.08283e-34 Variance: 1.58596e-06 Variances/cluster: 3.2515e-08 6.13734e-08 3.38279e-07 2.95903e-08 0.156503 1.87971e-05 0 5.26533e-08 8.44208e-08 3.83153e-08 0 4.10649e-08 6.98334e-08 3.47531e-08 4.88387e-08 5.98708e-08 3.27935e-08 7.29116e-08 0 -------------------------------------------------------------- Initialization seed trial #992 of 1000; initialization seed = 493579217 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 572551 Distortion: 0.00909541 Distortions/cluster: 3.36824e-05 3.27205e-05 3.57241e-05 4.81569e-35 1.87865e-05 1.27749e-35 1.96991e-05 1.94952e-05 2.27348e-05 4.67043e-05 0 2.18047e-05 3.31695e-05 1.25053e-05 1.08283e-34 2.21076e-05 0.00872182 3.04905e-05 2.39625e-05 Variance: 1.54133e-06 Variances/cluster: 5.91764e-08 3.86277e-08 2.95206e-07 2.67973e-31 3.86517e-08 0 7.43306e-08 6.41085e-08 4.99624e-08 2.74699e-06 0 4.98917e-08 6.17483e-08 6.12955e-08 0 3.61784e-08 0.156503 4.31228e-08 7.04558e-08 -------------------------------------------------------------- Initialization seed trial #993 of 1000; initialization seed = 493579218 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 44 BIC score: 500405 Distortion: 0.0452709 Distortions/cluster: 3.99696e-05 1.13438e-05 3.53035e-05 7.90176e-06 1.57847e-05 1.27749e-35 1.7104e-05 3.93166e-05 1.3796e-05 1.88577e-05 4.90368e-05 1.31631e-05 0.0446389 0.000300791 9.19694e-06 2.80234e-05 1.53318e-05 1.70206e-05 1.08283e-34 Variance: 7.67173e-06 Variances/cluster: 6.86544e-08 2.92332e-08 5.95142e-08 3.25137e-08 6.98387e-08 0 4.60985e-08 3.38897e-07 3.20808e-08 5.49737e-08 8.51064e-08 4.61825e-08 0.0422886 1.87971e-05 5.933e-08 4.19476e-08 3.41434e-08 3.71594e-08 0 -------------------------------------------------------------- Initialization seed trial #994 of 1000; initialization seed = 493579219 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 51 BIC score: 688886 Distortion: 0.000659833 Distortions/cluster: 0.000307974 1.08445e-05 4.70304e-05 2.07696e-05 2.2821e-05 2.37044e-35 2.28344e-05 4.14125e-05 1.08283e-34 1.14899e-05 7.74963e-05 2.46649e-05 1.27749e-35 2.1023e-05 0 1.43884e-05 1.81356e-05 1.89486e-05 9.64317e-35 Variance: 1.11817e-07 Variances/cluster: 1.71076e-05 4.92772e-08 7.99773e-08 4.03257e-08 3.71635e-08 0 4.34072e-08 6.20824e-08 0 5.49579e-08 1.08986e-07 6.19517e-08 0 4.12179e-08 0 6.14696e-08 6.99997e-08 4.38484e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #995 of 1000; initialization seed = 493579220 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 49 BIC score: 555991 Distortion: 0.0130093 Distortions/cluster: 1.42886e-05 0.00391362 4.67839e-05 3.57241e-05 1.99179e-05 4.81569e-35 3.67128e-05 0 4.07957e-05 1.21921e-05 1.44581e-05 2.21248e-05 2.13003e-05 1.36762e-05 1.47866e-05 1.48979e-05 4.67043e-05 0.00872182 1.94704e-05 Variance: 2.20459e-06 Variances/cluster: 3.18204e-08 0.00391989 8.44208e-08 2.95206e-07 4.8814e-08 2.67973e-31 5.98708e-08 0 6.98334e-08 6.18836e-08 3.4752e-08 4.92715e-08 7.29408e-08 3.40174e-08 3.58866e-08 3.58088e-08 2.74699e-06 0.156503 3.42147e-08 -------------------------------------------------------------- Initialization seed trial #996 of 1000; initialization seed = 493579221 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 36 BIC score: 570788 Distortion: 0.00938651 Distortions/cluster: 1.56589e-05 1.85751e-05 1.02655e-05 4.67043e-05 1.83759e-05 2.58879e-05 1.81104e-05 0 1.08283e-34 0.000294334 2.42831e-05 0.00872182 2.22649e-05 1.15197e-05 1.17151e-05 9.16653e-05 1.27749e-35 2.09985e-05 3.43274e-05 Variance: 1.59066e-06 Variances/cluster: 3.99333e-08 6.47015e-08 4.84066e-08 2.74699e-06 6.38003e-08 5.59083e-08 6.65614e-08 0 0 6.59888e-07 6.43901e-08 0.156503 4.19264e-08 6.15974e-08 5.5242e-08 9.89818e-08 0 4.02234e-08 4.4692e-08 -------------------------------------------------------------- Initialization seed trial #997 of 1000; initialization seed = 493579222 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 50 BIC score: 500244 Distortion: 0.0452689 Distortions/cluster: 2.88552e-05 2.20758e-05 1.08941e-05 1.47355e-05 1.7725e-05 1.25226e-05 2.98542e-05 2.86463e-05 1.27749e-35 0.0446389 4.67043e-05 2.88814e-05 2.25793e-05 1.08283e-34 0.000300151 8.56315e-06 1.91944e-05 2.30313e-05 1.55468e-05 Variance: 7.67139e-06 Variances/cluster: 6.17835e-08 4.89328e-08 5.52826e-08 3.28155e-08 3.77895e-08 3.03177e-08 4.4356e-08 7.5181e-08 0 0.0422886 2.74699e-06 5.86827e-08 4.79347e-08 0 2.58722e-06 3.49476e-08 6.439e-08 7.37953e-08 3.46996e-08 -------------------------------------------------------------- Initialization seed trial #998 of 1000; initialization seed = 493579223 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 35 BIC score: 690185 Distortion: 0.000640886 Distortions/cluster: 4.07957e-05 2.5549e-05 1.13443e-05 3.67128e-05 1.08283e-34 0.000300791 1.65917e-05 0 2.00449e-05 2.2435e-05 4.00975e-05 1.80553e-05 9.64317e-35 2.81897e-05 1.27749e-35 2.37044e-35 4.67839e-05 1.61736e-05 1.73211e-05 Variance: 1.08606e-07 Variances/cluster: 6.98334e-08 5.63948e-08 6.13155e-08 5.98708e-08 0 1.87971e-05 3.59875e-08 0 3.46757e-08 5.13341e-08 3.36915e-07 3.80876e-08 6.86694e-32 4.1883e-08 0 0 8.44208e-08 3.35523e-08 6.36756e-08 -------------------------------------------------------------- Initialization seed trial #999 of 1000; initialization seed = 493579224 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 60 BIC score: 689618 Distortion: 0.000646474 Distortions/cluster: 2.15545e-05 0 1.84444e-05 0.000296957 2.04262e-05 1.27749e-35 3.38285e-05 3.33079e-05 1.64205e-05 1.65259e-05 2.86012e-05 2.91213e-05 2.50039e-05 1.08283e-34 4.35604e-05 9.64317e-35 2.37044e-35 3.86854e-05 2.4037e-05 Variance: 1.09553e-07 Variances/cluster: 4.75663e-08 0 3.89084e-08 6.76384e-07 3.50924e-08 0 7.48182e-08 8.00416e-08 3.37148e-08 3.60009e-08 7.50627e-08 4.214e-08 5.82649e-08 0 2.7222e-06 6.86694e-32 0 3.17057e-07 4.80697e-08 -------------------------------------------------------------- Initialization seed trial #1000 of 1000; initialization seed = 493579225 -------------------------------------------------------------- Initialized k-means centers using random sampling: 19 centers Number of k-means iterations performed: 34 BIC score: 505907 Distortion: 0.0401685 Distortions/cluster: 1.23867e-05 1.56819e-05 3.41625e-05 0.000278533 4.77531e-05 4.35604e-05 2.37044e-35 8.193e-06 1.46241e-05 1.55728e-05 1.38457e-05 2.19267e-05 0.00391362 2.4384e-05 2.8497e-05 3.27353e-05 1.57697e-05 0.0356196 2.77229e-05 Variance: 6.80707e-06 Variances/cluster: 2.2113e-07 4.23798e-08 6.05524e-08 1.71919e-06 8.4943e-08 2.7222e-06 0 4.01572e-08 3.04634e-08 3.39989e-08 3.22716e-08 4.83993e-08 0.00391989 6.8876e-08 4.84484e-08 3.11731e-07 3.62487e-08 0.035575 4.18106e-08 The best initialization seed trial was #318 -------------------------------------------------------------- Run number 5 of at most 9, k = 10 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 1000; initialization seed = 493579226 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 514995 Distortion: 0.0362296 Distortions/cluster: 4.94716e-05 0 4.82377e-05 4.15022e-05 0.000307974 4.4522e-05 0.021435 9.64445e-05 0.00391362 0.0102929 Variance: 6.13023e-06 Variances/cluster: 8.03046e-08 0 5.11478e-08 6.41401e-08 1.71076e-05 4.47417e-08 2.97198e-05 1.0281e-07 0.00391989 9.98937e-06 -------------------------------------------------------------- Initialization seed trial #2 of 1000; initialization seed = 493579227 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 575774 Distortion: 0.00972664 Distortions/cluster: 4.63628e-05 0 4.90368e-05 3.73179e-05 0.00872182 0.000322216 0.000509617 1.08283e-34 1.27749e-35 4.0274e-05 Variance: 1.64579e-06 Variances/cluster: 6.49282e-08 0 8.51064e-08 6.29101e-08 0.156503 5.05793e-07 1.81794e-07 0 0 6.8705e-08 -------------------------------------------------------------- Initialization seed trial #3 of 1000; initialization seed = 493579228 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 84 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.000313359 4.67043e-05 4.66957e-05 0.0446389 6.80765e-05 4.27239e-05 5.18241e-05 8.37767e-05 9.48004e-05 0.00391362 Variance: 8.34188e-06 Variances/cluster: 4.79102e-07 2.74699e-06 4.51126e-08 0.0422886 7.62086e-08 7.72522e-08 5.30928e-08 9.74973e-08 1.03035e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #4 of 1000; initialization seed = 493579229 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 513880 Distortion: 0.0387533 Distortions/cluster: 4.60872e-05 3.30761e-05 0.000324044 2.28638e-05 0.00264785 3.31952e-05 1.27749e-35 2.66743e-05 0.0356196 2.37044e-35 Variance: 6.55725e-06 Variances/cluster: 6.40044e-08 8.0062e-08 5.00801e-07 4.958e-08 9.4964e-07 7.30942e-08 0 6.25952e-08 0.035575 0 -------------------------------------------------------------- Initialization seed trial #5 of 1000; initialization seed = 493579230 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 65 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 1.08283e-34 8.37767e-05 0.000101576 0.0446389 6.80765e-05 0.000105601 4.30816e-05 1.27749e-35 0.000307974 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 0 9.74973e-08 5.65829e-08 0.0422886 7.62086e-08 1.00182e-07 6.41994e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #6 of 1000; initialization seed = 493579231 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 505522 Distortion: 0.0455854 Distortions/cluster: 4.90368e-05 3.99696e-05 3.58899e-05 0.000115134 0.0003196 1.08283e-34 0.000343771 1.27749e-35 4.31291e-05 0.0446389 Variance: 7.71327e-06 Variances/cluster: 8.51064e-08 6.86544e-08 6.04009e-08 5.76187e-08 5.15442e-07 0 3.9647e-07 0 6.42703e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #7 of 1000; initialization seed = 493579232 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 502105 Distortion: 0.0492292 Distortions/cluster: 4.32047e-05 4.67839e-05 4.96348e-05 0.0446389 0.00391362 4.81569e-35 0.000344247 4.07957e-05 3.67128e-05 0.000115243 Variance: 8.32981e-06 Variances/cluster: 6.42872e-08 8.44208e-08 8.03088e-08 0.0422886 0.00391989 2.67973e-31 3.9702e-07 6.98334e-08 5.98708e-08 5.76447e-08 -------------------------------------------------------------- Initialization seed trial #8 of 1000; initialization seed = 493579233 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 0.00872182 0 0.000105601 0.000101507 0.0003196 4.67043e-05 0.00391362 6.80765e-05 4.30753e-05 8.37767e-05 Variance: 2.26798e-06 Variances/cluster: 0.156503 0 1.00182e-07 5.65759e-08 5.15442e-07 2.74699e-06 0.00391989 7.62086e-08 6.41901e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #9 of 1000; initialization seed = 493579234 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 16 BIC score: 505511 Distortion: 0.0455855 Distortions/cluster: 3.58899e-05 1.08283e-34 0.000319065 3.99696e-05 0.00034554 0.0446389 1.27749e-35 4.32004e-05 0.000113839 4.90368e-05 Variance: 7.71328e-06 Variances/cluster: 6.04009e-08 0 5.20456e-07 6.86544e-08 3.89087e-07 0.0422886 0 6.41852e-08 5.74306e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #10 of 1000; initialization seed = 493579235 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 505511 Distortion: 0.0455855 Distortions/cluster: 4.90368e-05 3.58899e-05 1.27749e-35 4.32004e-05 0.00034554 0.0446389 3.99696e-05 0.000113839 1.08283e-34 0.000319065 Variance: 7.71328e-06 Variances/cluster: 8.51064e-08 6.04009e-08 0 6.41852e-08 3.89087e-07 0.0422886 6.86544e-08 5.74306e-08 0 5.20456e-07 -------------------------------------------------------------- Initialization seed trial #11 of 1000; initialization seed = 493579236 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 15 BIC score: 559272 Distortion: 0.013582 Distortions/cluster: 3.58899e-05 0.00011375 0.00391362 0.00872182 4.90368e-05 4.32888e-05 0 0.00034554 0.000319065 3.99696e-05 Variance: 2.29814e-06 Variances/cluster: 6.04009e-08 5.74149e-08 0.00391989 0.156503 8.51064e-08 6.42212e-08 0 3.89087e-07 5.20456e-07 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #12 of 1000; initialization seed = 493579237 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 4.67839e-05 0.0446389 3.67128e-05 1.27749e-35 4.31291e-05 0.0003196 0.000344247 0.000115243 4.07957e-05 1.08283e-34 Variance: 7.71327e-06 Variances/cluster: 8.44208e-08 0.0422886 5.98708e-08 0 6.42703e-08 5.15442e-07 3.9702e-07 5.76447e-08 6.98334e-08 0 -------------------------------------------------------------- Initialization seed trial #13 of 1000; initialization seed = 493579238 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 61 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 4.30816e-05 6.80765e-05 0.000105601 1.08283e-34 1.27749e-35 0.000307974 4.96348e-05 8.37767e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 6.41994e-08 7.62086e-08 1.00182e-07 0 0 1.71076e-05 8.03088e-08 9.74973e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #14 of 1000; initialization seed = 493579239 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 514396 Distortion: 0.036736 Distortions/cluster: 0.0106882 4.82377e-05 4.94716e-05 0.00391362 9.64445e-05 0.0214276 0.000118409 4.4522e-05 4.15022e-05 0.000307974 Variance: 6.2159e-06 Variances/cluster: 0.197295 5.11478e-08 8.03046e-08 0.00391989 1.0281e-07 3.15473e-05 1.10421e-07 4.47417e-08 6.41401e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #15 of 1000; initialization seed = 493579240 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000105601 4.30753e-05 1.27749e-35 0.0003196 8.37767e-05 4.67043e-05 0.000101507 6.80765e-05 1.08283e-34 0.0446389 Variance: 7.68312e-06 Variances/cluster: 1.00182e-07 6.41901e-08 0 5.15442e-07 9.74973e-08 2.74699e-06 5.65759e-08 7.62086e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #16 of 1000; initialization seed = 493579241 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 506704 Distortion: 0.0456297 Distortions/cluster: 1.27749e-35 0.0446389 4.63628e-05 0.000509617 1.92126e-05 1.08283e-34 2.4864e-05 3.56534e-05 3.28638e-05 0.000322216 Variance: 7.72076e-06 Variances/cluster: 0 0.0422886 6.49282e-08 1.81794e-07 6.35975e-08 0 7.22565e-08 6.27495e-08 6.08393e-08 5.05793e-07 -------------------------------------------------------------- Initialization seed trial #17 of 1000; initialization seed = 493579242 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.00391362 9.57657e-05 4.45648e-05 4.72422e-05 8.37767e-05 0.0446389 6.80765e-05 0.000307974 4.91981e-05 4.22437e-05 Variance: 8.34034e-06 Variances/cluster: 0.00391989 1.02524e-07 4.47847e-08 8.00651e-08 9.74973e-08 0.0422886 7.62086e-08 1.71076e-05 5.15647e-08 6.36145e-08 -------------------------------------------------------------- Initialization seed trial #18 of 1000; initialization seed = 493579243 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 505513 Distortion: 0.0455854 Distortions/cluster: 4.6908e-05 0.000345962 0.0446389 4.06713e-05 1.08283e-34 4.32888e-05 1.27749e-35 0.000113915 3.67128e-05 0.000319065 Variance: 7.71327e-06 Variances/cluster: 8.44922e-08 3.9e-07 0.0422886 6.97398e-08 0 6.42212e-08 0 5.744e-08 5.98708e-08 5.20456e-07 -------------------------------------------------------------- Initialization seed trial #19 of 1000; initialization seed = 493579244 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 4.06713e-05 0.000346127 4.59395e-05 1.08283e-34 4.6908e-05 0.0446389 0.000114735 1.27749e-35 3.67128e-05 0.000316083 Variance: 7.71338e-06 Variances/cluster: 6.97398e-08 3.89309e-07 7.81222e-08 0 8.44922e-08 0.0422886 5.76211e-08 0 5.98708e-08 4.58717e-07 -------------------------------------------------------------- Initialization seed trial #20 of 1000; initialization seed = 493579245 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 4.59395e-05 4.06713e-05 0.000346127 4.6908e-05 0.000114735 1.08283e-34 0.000316083 1.27749e-35 0.0446389 3.67128e-05 Variance: 7.71338e-06 Variances/cluster: 7.81222e-08 6.97398e-08 3.89309e-07 8.44922e-08 5.76211e-08 0 4.58717e-07 0 0.0422886 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #21 of 1000; initialization seed = 493579246 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 66 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.27749e-35 4.96348e-05 1.08283e-34 6.80765e-05 8.37767e-05 0.000307974 4.30816e-05 0.0446389 0.000101576 0.000105601 Variance: 7.68167e-06 Variances/cluster: 0 8.03088e-08 0 7.62086e-08 9.74973e-08 1.71076e-05 6.41994e-08 0.0422886 5.65829e-08 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #22 of 1000; initialization seed = 493579247 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 82 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 3.64426e-05 0.000104435 3.99696e-05 0.0446389 4.90368e-05 0.000101576 4.30816e-05 0.000307974 0.00391362 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 6.12281e-08 9.92642e-08 6.86544e-08 0.0422886 8.51064e-08 5.65829e-08 6.41994e-08 1.71076e-05 0.00391989 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #23 of 1000; initialization seed = 493579248 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.0446389 4.27239e-05 0.000313359 9.48004e-05 0.00391362 6.80765e-05 8.37767e-05 4.67836e-05 4.67043e-05 5.17382e-05 Variance: 8.34188e-06 Variances/cluster: 0.0422886 7.72522e-08 4.79102e-07 1.03035e-07 0.00391989 7.62086e-08 9.74973e-08 4.51103e-08 2.74699e-06 5.31136e-08 -------------------------------------------------------------- Initialization seed trial #24 of 1000; initialization seed = 493579249 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 0.000105601 8.37767e-05 0 6.80765e-05 0.00872182 4.30816e-05 0.000307974 4.96348e-05 0.000101576 Variance: 2.26652e-06 Variances/cluster: 0.00391989 1.00182e-07 9.74973e-08 0 7.62086e-08 0.156503 6.41994e-08 1.71076e-05 8.03088e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #25 of 1000; initialization seed = 493579250 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 505505 Distortion: 0.0455855 Distortions/cluster: 0.0446389 0.000113371 4.90368e-05 4.31291e-05 3.58899e-05 0.00034554 0.0003196 1.27749e-35 3.99696e-05 1.08283e-34 Variance: 7.71328e-06 Variances/cluster: 0.0422886 5.73393e-08 8.51064e-08 6.42703e-08 6.04009e-08 3.89087e-07 5.15442e-07 0 6.86544e-08 0 -------------------------------------------------------------- Initialization seed trial #26 of 1000; initialization seed = 493579251 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 516254 Distortion: 0.0366102 Distortions/cluster: 0.000350527 0.000374615 3.99696e-05 0.000140599 1.08283e-34 0.0356196 4.90368e-05 1.27749e-35 2.37044e-35 3.58899e-05 Variance: 6.19462e-06 Variances/cluster: 3.87287e-07 3.53382e-07 6.86544e-08 6.41358e-08 0 0.035575 8.51064e-08 0 0 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #27 of 1000; initialization seed = 493579252 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.000344247 0 1.08283e-34 8.366e-05 1.27749e-35 0.00872182 4.31291e-05 0.0003196 6.81933e-05 0.000115243 Variance: 1.64059e-06 Variances/cluster: 3.9702e-07 0 0 9.74749e-08 0 0.156503 6.42703e-08 5.15442e-07 7.6254e-08 5.76447e-08 -------------------------------------------------------------- Initialization seed trial #28 of 1000; initialization seed = 493579253 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.45648e-05 9.57657e-05 4.91981e-05 8.37767e-05 0.0446389 4.72422e-05 4.22437e-05 0.00391362 6.80765e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 4.47847e-08 1.02524e-07 5.15647e-08 9.74973e-08 0.0422886 8.00651e-08 6.36145e-08 0.00391989 7.62086e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #29 of 1000; initialization seed = 493579254 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 515990 Distortion: 0.0365936 Distortions/cluster: 1.27749e-35 8.37767e-05 0.000115243 0.0003196 1.08283e-34 0.0356196 0.000344247 4.31291e-05 6.80765e-05 2.37044e-35 Variance: 6.19181e-06 Variances/cluster: 0 9.74973e-08 5.76447e-08 5.15442e-07 0 0.035575 3.9702e-07 6.42703e-08 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #30 of 1000; initialization seed = 493579255 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.000115243 6.80765e-05 0.0003196 8.37767e-05 0.00872182 4.31291e-05 1.27749e-35 0.000344247 0 1.08283e-34 Variance: 1.64059e-06 Variances/cluster: 5.76447e-08 7.62086e-08 5.15442e-07 9.74973e-08 0.156503 6.42703e-08 0 3.9702e-07 0 0 -------------------------------------------------------------- Initialization seed trial #31 of 1000; initialization seed = 493579256 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 506049 Distortion: 0.0456156 Distortions/cluster: 2.54932e-05 3.42626e-05 3.26327e-05 1.27749e-35 0.0446389 1.85027e-05 0.000140599 0.000350527 1.08283e-34 0.000374615 Variance: 7.71837e-06 Variances/cluster: 7.26076e-08 6.009e-08 6.08624e-08 0 0.0422886 6.29142e-08 6.41358e-08 3.87287e-07 0 3.53382e-07 -------------------------------------------------------------- Initialization seed trial #32 of 1000; initialization seed = 493579257 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 44 BIC score: 574965 Distortion: 0.0096959 Distortions/cluster: 4.32888e-05 0.00872182 8.37767e-05 0.000115622 6.80765e-05 0.000344247 0.000319065 1.27749e-35 1.08283e-34 0 Variance: 1.64059e-06 Variances/cluster: 6.42212e-08 0.156503 9.74973e-08 5.77185e-08 7.62086e-08 3.9702e-07 5.20456e-07 0 0 0 -------------------------------------------------------------- Initialization seed trial #33 of 1000; initialization seed = 493579258 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 0.000115243 4.07957e-05 4.31291e-05 4.67839e-05 0.000344247 0.00872182 0.00391362 3.67128e-05 0.0003196 0 Variance: 2.29813e-06 Variances/cluster: 5.76447e-08 6.98334e-08 6.42703e-08 8.44208e-08 3.9702e-07 0.156503 0.00391989 5.98708e-08 5.15442e-07 0 -------------------------------------------------------------- Initialization seed trial #34 of 1000; initialization seed = 493579259 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 514999 Distortion: 0.0362296 Distortions/cluster: 0.0214334 4.94716e-05 0.00391362 9.64445e-05 4.15022e-05 0.0102945 0 4.82377e-05 0.000307974 4.4522e-05 Variance: 6.13023e-06 Variances/cluster: 3.0178e-05 8.03046e-08 0.00391989 1.0281e-07 6.41401e-08 9.88536e-06 0 5.11478e-08 1.71076e-05 4.47417e-08 -------------------------------------------------------------- Initialization seed trial #35 of 1000; initialization seed = 493579260 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 14 BIC score: 514995 Distortion: 0.0362296 Distortions/cluster: 0.00391362 4.94716e-05 4.15022e-05 0 4.82377e-05 9.64445e-05 0.000307974 0.0102926 4.4522e-05 0.0214352 Variance: 6.13023e-06 Variances/cluster: 0.00391989 8.03046e-08 6.41401e-08 0 5.11478e-08 1.0281e-07 1.71076e-05 9.99886e-06 4.47417e-08 2.9679e-05 -------------------------------------------------------------- Initialization seed trial #36 of 1000; initialization seed = 493579261 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 501690 Distortion: 0.0492989 Distortions/cluster: 8.37767e-05 4.9371e-05 0.000307974 3.96074e-05 5.01178e-05 6.80765e-05 0.00391362 5.35423e-05 9.38948e-05 0.0446389 Variance: 8.34161e-06 Variances/cluster: 9.74973e-08 8.02717e-08 1.71076e-05 5.99151e-08 7.13866e-08 7.62086e-08 0.00391989 1.1271e-07 5.57515e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #37 of 1000; initialization seed = 493579262 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 88 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 4.90368e-05 0.000104435 3.64426e-05 0.00391362 3.99696e-05 0.000101576 0.0446389 4.30816e-05 0.000307974 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 8.51064e-08 9.92642e-08 6.12281e-08 0.00391989 6.86544e-08 5.65829e-08 0.0422886 6.41994e-08 1.71076e-05 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #38 of 1000; initialization seed = 493579263 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 515778 Distortion: 0.0362195 Distortions/cluster: 8.56694e-05 0.0214306 0 0.0102948 0.00391362 4.35173e-05 0.000300791 4.29011e-05 4.96348e-05 5.79977e-05 Variance: 6.12852e-06 Variances/cluster: 5.31066e-08 3.04312e-05 0 9.87619e-06 0.00391989 3.39937e-07 1.87971e-05 6.35517e-08 8.03088e-08 5.21516e-08 -------------------------------------------------------------- Initialization seed trial #39 of 1000; initialization seed = 493579264 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 501837 Distortion: 0.049294 Distortions/cluster: 3.61391e-05 4.90368e-05 0.0001046 4.67043e-05 0.00391362 4.76171e-05 0.000102566 0.000314497 0.0446389 4.0274e-05 Variance: 8.34077e-06 Variances/cluster: 6.1129e-08 8.51064e-08 9.93261e-08 2.74699e-06 0.00391989 8.01571e-08 5.67861e-08 4.59751e-07 0.0422886 6.8705e-08 -------------------------------------------------------------- Initialization seed trial #40 of 1000; initialization seed = 493579265 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 0.0003196 0.000101507 0.000105601 6.80765e-05 0 4.30753e-05 4.67043e-05 0.00872182 8.37767e-05 0.00391362 Variance: 2.26798e-06 Variances/cluster: 5.15442e-07 5.65759e-08 1.00182e-07 7.62086e-08 0 6.41901e-08 2.74699e-06 0.156503 9.74973e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #41 of 1000; initialization seed = 493579266 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 55 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 6.80765e-05 0.000105601 0.000307974 0.00872182 4.30816e-05 8.37767e-05 0.000101576 4.96348e-05 0.00391362 0 Variance: 2.26652e-06 Variances/cluster: 7.62086e-08 1.00182e-07 1.71076e-05 0.156503 6.41994e-08 9.74973e-08 5.65829e-08 8.03088e-08 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #42 of 1000; initialization seed = 493579267 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 58 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 8.37767e-05 4.96348e-05 1.27749e-35 1.08283e-34 4.30816e-05 0.0446389 0.000105601 6.80765e-05 0.000101576 0.000307974 Variance: 7.68167e-06 Variances/cluster: 9.74973e-08 8.03088e-08 0 0 6.41994e-08 0.0422886 1.00182e-07 7.62086e-08 5.65829e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #43 of 1000; initialization seed = 493579268 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.0446389 1.08283e-34 8.37767e-05 6.80765e-05 0.000105601 0.000101576 4.30816e-05 0.000307974 4.96348e-05 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 0.0422886 0 9.74973e-08 7.62086e-08 1.00182e-07 5.65829e-08 6.41994e-08 1.71076e-05 8.03088e-08 0 -------------------------------------------------------------- Initialization seed trial #44 of 1000; initialization seed = 493579269 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.96348e-05 0.000307974 0.000101576 0.00872182 0 4.30816e-05 6.80765e-05 8.37767e-05 0.000105601 0.00391362 Variance: 2.26652e-06 Variances/cluster: 8.03088e-08 1.71076e-05 5.65829e-08 0.156503 0 6.41994e-08 7.62086e-08 9.74973e-08 1.00182e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #45 of 1000; initialization seed = 493579270 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 44 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000105601 8.37767e-05 0.0003196 4.30753e-05 1.08283e-34 1.27749e-35 4.67043e-05 0.000101507 6.80765e-05 0.0446389 Variance: 7.68312e-06 Variances/cluster: 1.00182e-07 9.74973e-08 5.15442e-07 6.41901e-08 0 0 2.74699e-06 5.65759e-08 7.62086e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #46 of 1000; initialization seed = 493579271 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.37767e-05 0.000105601 4.96348e-05 4.30816e-05 0 0.00391362 0.00872182 0.000307974 6.80765e-05 0.000101576 Variance: 2.26652e-06 Variances/cluster: 9.74973e-08 1.00182e-07 8.03088e-08 6.41994e-08 0 0.00391989 0.156503 1.71076e-05 7.62086e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #47 of 1000; initialization seed = 493579272 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 4.0274e-05 0.000307974 0.00391362 0.000101576 4.30816e-05 4.90368e-05 0.0446389 3.61391e-05 0.000104435 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 6.8705e-08 1.71076e-05 0.00391989 5.65829e-08 6.41994e-08 8.51064e-08 0.0422886 6.1129e-08 9.92642e-08 -------------------------------------------------------------- Initialization seed trial #48 of 1000; initialization seed = 493579273 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 0.000101576 4.30816e-05 0.000307974 8.37767e-05 0.000105601 6.80765e-05 0.00872182 0 4.96348e-05 Variance: 2.26652e-06 Variances/cluster: 0.00391989 5.65829e-08 6.41994e-08 1.71076e-05 9.74973e-08 1.00182e-07 7.62086e-08 0.156503 0 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #49 of 1000; initialization seed = 493579274 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 99 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.66957e-05 5.18241e-05 4.27239e-05 0.0446389 4.67043e-05 6.80765e-05 8.37767e-05 0.00391362 9.48004e-05 0.000313359 Variance: 8.34188e-06 Variances/cluster: 4.51126e-08 5.30928e-08 7.72522e-08 0.0422886 2.74699e-06 7.62086e-08 9.74973e-08 0.00391989 1.03035e-07 4.79102e-07 -------------------------------------------------------------- Initialization seed trial #50 of 1000; initialization seed = 493579275 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 56 BIC score: 501822 Distortion: 0.0492933 Distortions/cluster: 4.30753e-05 3.99696e-05 4.67043e-05 0.000101507 0.000104435 0.0446389 0.0003196 3.64426e-05 0.00391362 4.90368e-05 Variance: 8.34066e-06 Variances/cluster: 6.41901e-08 6.86544e-08 2.74699e-06 5.65759e-08 9.92642e-08 0.0422886 5.15442e-07 6.12281e-08 0.00391989 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #51 of 1000; initialization seed = 493579276 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 42 BIC score: 505524 Distortion: 0.0455854 Distortions/cluster: 1.27749e-35 0.0446389 0.000115243 4.75489e-05 4.04474e-05 3.62982e-05 0.0003196 1.08283e-34 4.31291e-05 0.000344247 Variance: 7.71327e-06 Variances/cluster: 0 0.0422886 5.76447e-08 8.47307e-08 6.93558e-08 5.97798e-08 5.15442e-07 0 6.42703e-08 3.9702e-07 -------------------------------------------------------------- Initialization seed trial #52 of 1000; initialization seed = 493579277 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.0003196 1.08283e-34 0.000105601 0.0446389 8.37767e-05 4.30753e-05 0.000101507 6.80765e-05 1.27749e-35 4.67043e-05 Variance: 7.68312e-06 Variances/cluster: 5.15442e-07 0 1.00182e-07 0.0422886 9.74973e-08 6.41901e-08 5.65759e-08 7.62086e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #53 of 1000; initialization seed = 493579278 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 501822 Distortion: 0.0492933 Distortions/cluster: 0.00391362 4.67043e-05 3.61391e-05 4.30753e-05 0.0003196 0.000104435 4.0274e-05 0.000101507 4.90368e-05 0.0446389 Variance: 8.34066e-06 Variances/cluster: 0.00391989 2.74699e-06 6.1129e-08 6.41901e-08 5.15442e-07 9.92642e-08 6.8705e-08 5.65759e-08 8.51064e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #54 of 1000; initialization seed = 493579279 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 71 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.000104435 4.90368e-05 0.00391362 0.000101576 4.30816e-05 0.0446389 4.96348e-05 3.64426e-05 0.000307974 3.99696e-05 Variance: 8.3392e-06 Variances/cluster: 9.92642e-08 8.51064e-08 0.00391989 5.65829e-08 6.41994e-08 0.0422886 8.03088e-08 6.12281e-08 1.71076e-05 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #55 of 1000; initialization seed = 493579280 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 505522 Distortion: 0.0455854 Distortions/cluster: 3.58899e-05 0.0003196 0.000115134 4.31291e-05 1.27749e-35 4.90368e-05 1.08283e-34 3.99696e-05 0.0446389 0.000343771 Variance: 7.71327e-06 Variances/cluster: 6.04009e-08 5.15442e-07 5.76187e-08 6.42703e-08 0 8.51064e-08 0 6.86544e-08 0.0422886 3.9647e-07 -------------------------------------------------------------- Initialization seed trial #56 of 1000; initialization seed = 493579281 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 1.08283e-34 4.31291e-05 3.67128e-05 0.0003196 1.27749e-35 4.67839e-05 4.07957e-05 0.0446389 0.000115243 0.000344247 Variance: 7.71327e-06 Variances/cluster: 0 6.42703e-08 5.98708e-08 5.15442e-07 0 8.44208e-08 6.98334e-08 0.0422886 5.76447e-08 3.9702e-07 -------------------------------------------------------------- Initialization seed trial #57 of 1000; initialization seed = 493579282 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 4.67839e-05 3.67128e-05 0.000115243 0.00872182 0.0003196 0 4.31291e-05 0.00391362 0.000344247 4.07957e-05 Variance: 2.29813e-06 Variances/cluster: 8.44208e-08 5.98708e-08 5.76447e-08 0.156503 5.15442e-07 0 6.42703e-08 0.00391989 3.9702e-07 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #58 of 1000; initialization seed = 493579283 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 505513 Distortion: 0.0455854 Distortions/cluster: 0.000319065 4.32888e-05 3.67128e-05 4.07957e-05 0.0446389 0.000113915 1.08283e-34 0.000345962 1.27749e-35 4.67839e-05 Variance: 7.71327e-06 Variances/cluster: 5.20456e-07 6.42212e-08 5.98708e-08 6.98334e-08 0.0422886 5.744e-08 0 3.9e-07 0 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #59 of 1000; initialization seed = 493579284 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 41 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 1.27749e-35 0.000344247 4.31291e-05 8.366e-05 1.08283e-34 0.000115243 6.81933e-05 0.00872182 0.0003196 0 Variance: 1.64059e-06 Variances/cluster: 0 3.9702e-07 6.42703e-08 9.74749e-08 0 5.76447e-08 7.6254e-08 0.156503 5.15442e-07 0 -------------------------------------------------------------- Initialization seed trial #60 of 1000; initialization seed = 493579285 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 80 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 0.000105601 0.000307974 8.37767e-05 0.00391362 0.000101576 6.80765e-05 4.96348e-05 0.00872182 4.30816e-05 Variance: 2.26652e-06 Variances/cluster: 0 1.00182e-07 1.71076e-05 9.74973e-08 0.00391989 5.65829e-08 7.62086e-08 8.03088e-08 0.156503 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #61 of 1000; initialization seed = 493579286 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 502687 Distortion: 0.0495366 Distortions/cluster: 2.30833e-05 0.0446389 3.06273e-05 0.000322216 2.24604e-05 1.0777e-05 1.93123e-05 4.59167e-05 0.000509617 0.00391362 Variance: 8.38182e-06 Variances/cluster: 7.37255e-08 0.0422886 6.2869e-08 5.05793e-07 4.89175e-08 5.49674e-08 6.45688e-08 6.43936e-08 1.81794e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #62 of 1000; initialization seed = 493579287 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 6.80765e-05 1.08283e-34 8.37767e-05 4.30816e-05 0.000105601 0.000307974 0.000101576 0.0446389 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 7.62086e-08 0 9.74973e-08 6.41994e-08 1.00182e-07 1.71076e-05 5.65829e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #63 of 1000; initialization seed = 493579288 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.00872182 1.08283e-34 0.000344247 8.366e-05 6.81933e-05 0.0003196 0.000115243 0 1.27749e-35 4.31291e-05 Variance: 1.64059e-06 Variances/cluster: 0.156503 0 3.9702e-07 9.74749e-08 7.6254e-08 5.15442e-07 5.76447e-08 0 0 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #64 of 1000; initialization seed = 493579289 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 8.37767e-05 0 4.30753e-05 0.000101507 0.0003196 6.80765e-05 0.00872182 0.00391362 0.000105601 4.67043e-05 Variance: 2.26798e-06 Variances/cluster: 9.74973e-08 0 6.41901e-08 5.65759e-08 5.15442e-07 7.62086e-08 0.156503 0.00391989 1.00182e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #65 of 1000; initialization seed = 493579290 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 512691 Distortion: 0.0402681 Distortions/cluster: 5.19128e-05 2.37044e-35 0.000509617 0.0356196 4.81569e-35 4.07898e-05 4.67955e-05 3.89352e-05 0.00391362 4.6908e-05 Variance: 6.81356e-06 Variances/cluster: 8.14893e-08 0 1.81794e-07 0.035575 2.67973e-31 6.97038e-08 6.56261e-08 6.32885e-08 0.00391989 8.44922e-08 -------------------------------------------------------------- Initialization seed trial #66 of 1000; initialization seed = 493579291 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.08283e-34 0.000101576 4.30816e-05 8.37767e-05 6.80765e-05 1.27749e-35 0.000307974 4.96348e-05 0.000105601 0.0446389 Variance: 7.68167e-06 Variances/cluster: 0 5.65829e-08 6.41994e-08 9.74973e-08 7.62086e-08 0 1.71076e-05 8.03088e-08 1.00182e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #67 of 1000; initialization seed = 493579292 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501573 Distortion: 0.0494191 Distortions/cluster: 9.65645e-05 3.72545e-05 0.0446389 4.74932e-05 4.08121e-05 0.000266238 0.00391362 4.6227e-05 0.000307974 2.39747e-05 Variance: 8.36194e-06 Variances/cluster: 1.10983e-07 5.91291e-08 0.0422886 9.11496e-08 6.18304e-08 1.58992e-07 0.00391989 4.99165e-08 1.71076e-05 3.94274e-08 -------------------------------------------------------------- Initialization seed trial #68 of 1000; initialization seed = 493579293 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 58 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 6.80765e-05 4.96348e-05 8.37767e-05 0.000105601 0.000101576 4.30816e-05 0.000307974 0 0.00872182 Variance: 2.26652e-06 Variances/cluster: 0.00391989 7.62086e-08 8.03088e-08 9.74973e-08 1.00182e-07 5.65829e-08 6.41994e-08 1.71076e-05 0 0.156503 -------------------------------------------------------------- Initialization seed trial #69 of 1000; initialization seed = 493579294 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 521555 Distortion: 0.0321415 Distortions/cluster: 0.0214332 0 4.96348e-05 0.00998646 1.27749e-35 0.000106086 4.37837e-05 0.000101507 0.000307974 0.000112795 Variance: 5.43849e-06 Variances/cluster: 3.01353e-05 0 8.03088e-08 0.185417 0 1.00547e-07 6.50518e-08 5.65759e-08 1.71076e-05 1.08422e-07 -------------------------------------------------------------- Initialization seed trial #70 of 1000; initialization seed = 493579295 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 521568 Distortion: 0.0321415 Distortions/cluster: 0.000106086 1.27749e-35 0.000118409 4.96348e-05 0.0214276 0.000101507 4.37837e-05 0 0.000307974 0.00998646 Variance: 5.43849e-06 Variances/cluster: 1.00547e-07 0 1.10421e-07 8.03088e-08 3.15473e-05 5.65759e-08 6.50518e-08 0 1.71076e-05 0.185417 -------------------------------------------------------------- Initialization seed trial #71 of 1000; initialization seed = 493579296 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 89 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.67043e-05 5.18241e-05 4.27239e-05 0.00391362 4.66957e-05 0.0446389 8.37767e-05 6.80765e-05 0.000313359 9.48004e-05 Variance: 8.34188e-06 Variances/cluster: 2.74699e-06 5.30928e-08 7.72522e-08 0.00391989 4.51126e-08 0.0422886 9.74973e-08 7.62086e-08 4.79102e-07 1.03035e-07 -------------------------------------------------------------- Initialization seed trial #72 of 1000; initialization seed = 493579297 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 562100 Distortion: 0.0131776 Distortions/cluster: 0.000108752 4.67043e-05 6.80765e-05 0.00391362 0.000130734 0.00872182 0.000104132 4.81569e-35 8.37767e-05 0 Variance: 2.22972e-06 Variances/cluster: 1.01533e-07 2.74699e-06 7.62086e-08 0.00391989 6.50029e-08 0.156503 9.85081e-08 2.67973e-31 9.74973e-08 0 -------------------------------------------------------------- Initialization seed trial #73 of 1000; initialization seed = 493579298 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.30816e-05 0.000101576 0.000105601 0.00872182 6.80765e-05 0 8.37767e-05 0.000307974 4.96348e-05 0.00391362 Variance: 2.26652e-06 Variances/cluster: 6.41994e-08 5.65829e-08 1.00182e-07 0.156503 7.62086e-08 0 9.74973e-08 1.71076e-05 8.03088e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #74 of 1000; initialization seed = 493579299 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 0.000101576 4.6908e-05 0.0446389 4.30816e-05 4.07184e-05 0.00010499 3.72578e-05 0.000307974 0.00391362 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 5.65829e-08 8.44922e-08 0.0422886 6.41994e-08 6.9701e-08 9.9697e-08 6.07595e-08 1.71076e-05 0.00391989 -------------------------------------------------------------- Initialization seed trial #75 of 1000; initialization seed = 493579300 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.91981e-05 4.72422e-05 0.000307974 9.57657e-05 0.00391362 6.80765e-05 4.45648e-05 0.0446389 8.37767e-05 4.22437e-05 Variance: 8.34034e-06 Variances/cluster: 5.15647e-08 8.00651e-08 1.71076e-05 1.02524e-07 0.00391989 7.62086e-08 4.47847e-08 0.0422886 9.74973e-08 6.36145e-08 -------------------------------------------------------------- Initialization seed trial #76 of 1000; initialization seed = 493579301 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000307974 4.30816e-05 6.80765e-05 1.08283e-34 0.0446389 0.000101576 4.96348e-05 8.37767e-05 0.000105601 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 1.71076e-05 6.41994e-08 7.62086e-08 0 0.0422886 5.65829e-08 8.03088e-08 9.74973e-08 1.00182e-07 0 -------------------------------------------------------------- Initialization seed trial #77 of 1000; initialization seed = 493579302 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 93 BIC score: 515019 Distortion: 0.0362387 Distortions/cluster: 0 0.021435 0.0102929 5.18241e-05 4.67043e-05 4.27239e-05 0.00391362 4.66957e-05 0.000314009 9.52901e-05 Variance: 6.13177e-06 Variances/cluster: 0 2.97198e-05 9.98937e-06 5.30928e-08 2.74699e-06 7.72522e-08 0.00391989 4.51126e-08 4.79362e-07 1.03454e-07 -------------------------------------------------------------- Initialization seed trial #78 of 1000; initialization seed = 493579303 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.000307974 8.37767e-05 4.45648e-05 6.80765e-05 4.72422e-05 4.22437e-05 0.00391362 0.0446389 4.91981e-05 9.57657e-05 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 9.74973e-08 4.47847e-08 7.62086e-08 8.00651e-08 6.36145e-08 0.00391989 0.0422886 5.15647e-08 1.02524e-07 -------------------------------------------------------------- Initialization seed trial #79 of 1000; initialization seed = 493579304 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.27239e-05 0.000313359 4.67043e-05 6.80765e-05 8.37767e-05 0.00391362 9.48004e-05 0.0446389 5.18241e-05 4.66957e-05 Variance: 8.34188e-06 Variances/cluster: 7.72522e-08 4.79102e-07 2.74699e-06 7.62086e-08 9.74973e-08 0.00391989 1.03035e-07 0.0422886 5.30928e-08 4.51126e-08 -------------------------------------------------------------- Initialization seed trial #80 of 1000; initialization seed = 493579305 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 515979 Distortion: 0.0365936 Distortions/cluster: 4.32888e-05 0.0356196 8.37767e-05 0.000113915 0.000345962 1.27749e-35 6.80765e-05 2.37044e-35 1.08283e-34 0.000319065 Variance: 6.19182e-06 Variances/cluster: 6.42212e-08 0.035575 9.74973e-08 5.744e-08 3.9e-07 0 7.62086e-08 0 0 5.20456e-07 -------------------------------------------------------------- Initialization seed trial #81 of 1000; initialization seed = 493579306 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 15 BIC score: 501426 Distortion: 0.0494851 Distortions/cluster: 3.39478e-05 0.000319065 0.00034554 1.96059e-05 2.36116e-05 0.00391362 0.000113839 0.0446389 4.32004e-05 3.37267e-05 Variance: 8.37311e-06 Variances/cluster: 6.00649e-08 5.20456e-07 3.89087e-07 6.42612e-08 6.96288e-08 0.00391989 5.74306e-08 0.0422886 6.41852e-08 6.22065e-08 -------------------------------------------------------------- Initialization seed trial #82 of 1000; initialization seed = 493579307 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 84 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 4.96348e-05 8.37767e-05 0.0446389 1.08283e-34 4.30816e-05 1.27749e-35 0.000307974 0.000105601 0.000101576 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 8.03088e-08 9.74973e-08 0.0422886 0 6.41994e-08 0 1.71076e-05 1.00182e-07 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #83 of 1000; initialization seed = 493579308 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.22437e-05 6.81933e-05 4.72422e-05 0.000307974 4.91981e-05 8.366e-05 4.45648e-05 9.57657e-05 0.0446389 0.00391362 Variance: 8.34034e-06 Variances/cluster: 6.36145e-08 7.6254e-08 8.00651e-08 1.71076e-05 5.15647e-08 9.74749e-08 4.47847e-08 1.02524e-07 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #84 of 1000; initialization seed = 493579309 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 70 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 9.48004e-05 0.000313359 8.366e-05 0.0446389 4.67043e-05 5.18241e-05 6.81933e-05 4.66957e-05 0.00391362 4.27239e-05 Variance: 8.34188e-06 Variances/cluster: 1.03035e-07 4.79102e-07 9.74749e-08 0.0422886 2.74699e-06 5.30928e-08 7.6254e-08 4.51126e-08 0.00391989 7.72522e-08 -------------------------------------------------------------- Initialization seed trial #85 of 1000; initialization seed = 493579310 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 6.80765e-05 0.000105601 1.27749e-35 0.0003196 0.0446389 1.08283e-34 8.37767e-05 4.67043e-05 0.000101507 4.30753e-05 Variance: 7.68312e-06 Variances/cluster: 7.62086e-08 1.00182e-07 0 5.15442e-07 0.0422886 0 9.74973e-08 2.74699e-06 5.65759e-08 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #86 of 1000; initialization seed = 493579311 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 560278 Distortion: 0.0136295 Distortions/cluster: 0.00050868 4.62929e-05 2.61709e-05 3.36687e-05 3.43671e-05 2.16186e-05 0 0.00391362 0.00872182 0.000323218 Variance: 2.30617e-06 Variances/cluster: 1.82109e-07 6.43795e-08 6.27392e-08 8.03294e-08 7.43641e-08 4.73939e-08 0 0.00391989 0.156503 5.03415e-07 -------------------------------------------------------------- Initialization seed trial #87 of 1000; initialization seed = 493579312 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 63 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 0.00391362 6.80765e-05 0.000312393 0.0446389 4.67519e-05 8.37767e-05 5.1514e-05 4.67043e-05 9.52741e-05 4.30202e-05 Variance: 8.3418e-06 Variances/cluster: 0.00391989 7.62086e-08 5.66911e-07 0.0422886 4.51668e-08 9.74973e-08 5.29378e-08 2.74699e-06 1.03437e-07 6.53746e-08 -------------------------------------------------------------- Initialization seed trial #88 of 1000; initialization seed = 493579313 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 506689 Distortion: 0.0456297 Distortions/cluster: 1.08283e-34 0.00050868 1.27749e-35 3.28638e-05 4.54645e-05 2.4864e-05 3.56534e-05 1.92126e-05 0.0446389 0.000324044 Variance: 7.72076e-06 Variances/cluster: 0 1.82109e-07 0 6.08393e-08 6.36702e-08 7.22565e-08 6.27495e-08 6.35975e-08 0.0422886 5.00801e-07 -------------------------------------------------------------- Initialization seed trial #89 of 1000; initialization seed = 493579314 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 559285 Distortion: 0.0135826 Distortions/cluster: 4.07957e-05 0.00872182 0.000114735 0.000316083 0 0.00391362 4.59395e-05 4.67839e-05 0.000346127 3.67128e-05 Variance: 2.29824e-06 Variances/cluster: 6.98334e-08 0.156503 5.76211e-08 4.58717e-07 0 0.00391989 7.81222e-08 8.44208e-08 3.89309e-07 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #90 of 1000; initialization seed = 493579315 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 68 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 6.80765e-05 4.96348e-05 0 4.30816e-05 0.00872182 8.37767e-05 0.00391362 0.000101576 0.000307974 0.000105601 Variance: 2.26652e-06 Variances/cluster: 7.62086e-08 8.03088e-08 0 6.41994e-08 0.156503 9.74973e-08 0.00391989 5.65829e-08 1.71076e-05 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #91 of 1000; initialization seed = 493579316 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 560363 Distortion: 0.0136262 Distortions/cluster: 0.00872182 0 1.98062e-05 2.43786e-05 0.000509617 3.56534e-05 0.000322216 3.27527e-05 0.00391362 4.63628e-05 Variance: 2.30562e-06 Variances/cluster: 0.156503 0 6.42853e-08 7.18907e-08 1.81794e-07 6.27495e-08 5.05793e-07 6.07463e-08 0.00391989 6.49282e-08 -------------------------------------------------------------- Initialization seed trial #92 of 1000; initialization seed = 493579317 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 8.37767e-05 0.0446389 4.4522e-05 9.5956e-05 6.80765e-05 0.00391362 4.94716e-05 4.82377e-05 4.08682e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 9.74973e-08 0.0422886 4.47417e-08 1.02398e-07 7.62086e-08 0.00391989 8.03046e-08 5.11478e-08 6.32579e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #93 of 1000; initialization seed = 493579318 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 0.0446389 3.72578e-05 4.6908e-05 0.00391362 0.000101507 4.07184e-05 4.67043e-05 0.00010499 0.0003196 4.30753e-05 Variance: 8.34066e-06 Variances/cluster: 0.0422886 6.07595e-08 8.44922e-08 0.00391989 5.65759e-08 6.9701e-08 2.74699e-06 9.9697e-08 5.15442e-07 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #94 of 1000; initialization seed = 493579319 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 4.67043e-05 4.30753e-05 1.27749e-35 0.000101507 1.08283e-34 0.0446389 8.366e-05 0.000105601 0.0003196 6.81933e-05 Variance: 7.68312e-06 Variances/cluster: 2.74699e-06 6.41901e-08 0 5.65759e-08 0 0.0422886 9.74749e-08 1.00182e-07 5.15442e-07 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #95 of 1000; initialization seed = 493579320 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 47 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.0446389 4.07184e-05 0.00391362 3.72578e-05 0.00010499 0.000101576 4.6908e-05 4.30816e-05 4.96348e-05 0.000307974 Variance: 8.3392e-06 Variances/cluster: 0.0422886 6.9701e-08 0.00391989 6.07595e-08 9.9697e-08 5.65829e-08 8.44922e-08 6.41994e-08 8.03088e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #96 of 1000; initialization seed = 493579321 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 18 BIC score: 505510 Distortion: 0.0455855 Distortions/cluster: 1.27749e-35 0.00034554 3.5954e-05 0.00011375 1.08283e-34 0.000319065 4.01454e-05 4.32888e-05 0.0446389 4.87971e-05 Variance: 7.71328e-06 Variances/cluster: 0 3.89087e-07 6.0407e-08 5.74149e-08 0 5.20456e-07 6.87202e-08 6.42212e-08 0.0422886 8.51339e-08 -------------------------------------------------------------- Initialization seed trial #97 of 1000; initialization seed = 493579322 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 9.57657e-05 0.00391362 4.45648e-05 0.0446389 0.000307974 4.22437e-05 4.91981e-05 6.80765e-05 8.37767e-05 4.72422e-05 Variance: 8.34034e-06 Variances/cluster: 1.02524e-07 0.00391989 4.47847e-08 0.0422886 1.71076e-05 6.36145e-08 5.15647e-08 7.62086e-08 9.74973e-08 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #98 of 1000; initialization seed = 493579323 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 511484 Distortion: 0.0402929 Distortions/cluster: 0.000307974 0.000105601 0.000101576 0.0356196 8.37767e-05 0.00391362 2.37044e-35 4.96348e-05 4.30816e-05 6.80765e-05 Variance: 6.81775e-06 Variances/cluster: 1.71076e-05 1.00182e-07 5.65829e-08 0.035575 9.74973e-08 0.00391989 0 8.03088e-08 6.41994e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #99 of 1000; initialization seed = 493579324 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 58 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 6.80765e-05 0.000105601 4.30753e-05 1.27749e-35 4.67043e-05 1.08283e-34 0.0003196 0.0446389 0.000101507 8.37767e-05 Variance: 7.68312e-06 Variances/cluster: 7.62086e-08 1.00182e-07 6.41901e-08 0 2.74699e-06 0 5.15442e-07 0.0422886 5.65759e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #100 of 1000; initialization seed = 493579325 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 58 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 6.81933e-05 0.000307974 0.00391362 0.0446389 9.52741e-05 8.366e-05 4.64237e-05 4.31034e-05 4.31422e-05 5.11104e-05 Variance: 8.34034e-06 Variances/cluster: 7.6254e-08 1.71076e-05 0.00391989 0.0422886 1.03437e-07 9.74749e-08 4.50675e-08 7.72401e-08 6.53614e-08 5.27943e-08 -------------------------------------------------------------- Initialization seed trial #101 of 1000; initialization seed = 493579326 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.0003196 0.000344247 0.000115243 4.31291e-05 0.0446389 1.08283e-34 3.67128e-05 4.67839e-05 4.07957e-05 1.27749e-35 Variance: 7.71327e-06 Variances/cluster: 5.15442e-07 3.9702e-07 5.76447e-08 6.42703e-08 0.0422886 0 5.98708e-08 8.44208e-08 6.98334e-08 0 -------------------------------------------------------------- Initialization seed trial #102 of 1000; initialization seed = 493579327 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 0.000307974 0.0446389 8.37767e-05 1.27749e-35 4.30816e-05 1.08283e-34 4.96348e-05 6.80765e-05 0.000101576 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 1.71076e-05 0.0422886 9.74973e-08 0 6.41994e-08 0 8.03088e-08 7.62086e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #103 of 1000; initialization seed = 493579328 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 46 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 9.57657e-05 4.91981e-05 0.00391362 6.80765e-05 8.37767e-05 4.22437e-05 0.000307974 4.72422e-05 0.0446389 4.45648e-05 Variance: 8.34034e-06 Variances/cluster: 1.02524e-07 5.15647e-08 0.00391989 7.62086e-08 9.74973e-08 6.36145e-08 1.71076e-05 8.00651e-08 0.0422886 4.47847e-08 -------------------------------------------------------------- Initialization seed trial #104 of 1000; initialization seed = 493579329 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 4.67043e-05 4.6908e-05 0.0003196 3.72578e-05 0.00391362 4.07184e-05 0.0446389 4.30753e-05 0.00010499 0.000101507 Variance: 8.34066e-06 Variances/cluster: 2.74699e-06 8.44922e-08 5.15442e-07 6.07595e-08 0.00391989 6.9701e-08 0.0422886 6.41901e-08 9.9697e-08 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #105 of 1000; initialization seed = 493579330 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 510226 Distortion: 0.0416695 Distortions/cluster: 0.000344247 4.81569e-35 0.000115462 0.0356196 8.85931e-05 1.08283e-34 2.37044e-35 4.30796e-05 0.00540903 4.9542e-05 Variance: 7.05068e-06 Variances/cluster: 3.9702e-07 2.67973e-31 5.76963e-08 0.035575 9.8515e-08 0 0 6.41966e-08 6.33171e-06 8.02886e-08 -------------------------------------------------------------- Initialization seed trial #106 of 1000; initialization seed = 493579331 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501321 Distortion: 0.0493001 Distortions/cluster: 4.30051e-05 6.80765e-05 5.1e-05 4.74973e-05 9.52234e-05 0.0446389 0.00391362 4.67043e-05 8.37767e-05 0.000312249 Variance: 8.34181e-06 Variances/cluster: 6.54511e-08 7.62086e-08 5.31747e-08 4.51025e-08 1.03494e-07 0.0422886 0.00391989 2.74699e-06 9.74973e-08 5.68714e-07 -------------------------------------------------------------- Initialization seed trial #107 of 1000; initialization seed = 493579332 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 515025 Distortion: 0.0362388 Distortions/cluster: 0.0214334 0.0102945 4.2724e-05 4.74466e-05 0.000313778 0 9.52903e-05 5.13225e-05 4.67043e-05 0.00391362 Variance: 6.13177e-06 Variances/cluster: 3.0178e-05 9.88536e-06 7.73923e-08 4.50544e-08 4.81213e-07 0 1.0368e-07 5.32334e-08 2.74699e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #108 of 1000; initialization seed = 493579333 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 45 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000101576 0 4.30816e-05 0.000307974 4.96348e-05 0.00391362 8.37767e-05 0.000105601 6.80765e-05 0.00872182 Variance: 2.26652e-06 Variances/cluster: 5.65829e-08 0 6.41994e-08 1.71076e-05 8.03088e-08 0.00391989 9.74973e-08 1.00182e-07 7.62086e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #109 of 1000; initialization seed = 493579334 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 40 BIC score: 559283 Distortion: 0.0135826 Distortions/cluster: 3.99696e-05 0.00034554 0.00391362 0 0.00872182 3.58899e-05 4.90368e-05 0.000114735 0.000316083 4.59395e-05 Variance: 2.29825e-06 Variances/cluster: 6.86544e-08 3.89087e-07 0.00391989 0 0.156503 6.04009e-08 8.51064e-08 5.76211e-08 4.58717e-07 7.81222e-08 -------------------------------------------------------------- Initialization seed trial #110 of 1000; initialization seed = 493579335 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 4.67839e-05 1.08283e-34 3.67128e-05 4.07957e-05 1.27749e-35 0.000115243 0.0446389 0.0003196 4.31291e-05 0.000344247 Variance: 7.71327e-06 Variances/cluster: 8.44208e-08 0 5.98708e-08 6.98334e-08 0 5.76447e-08 0.0422886 5.15442e-07 6.42703e-08 3.9702e-07 -------------------------------------------------------------- Initialization seed trial #111 of 1000; initialization seed = 493579336 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 6.80765e-05 8.37767e-05 4.30753e-05 4.67043e-05 0.000105601 1.27749e-35 0.000101507 1.08283e-34 0.0446389 0.0003196 Variance: 7.68312e-06 Variances/cluster: 7.62086e-08 9.74973e-08 6.41901e-08 2.74699e-06 1.00182e-07 0 5.65759e-08 0 0.0422886 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #112 of 1000; initialization seed = 493579337 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.0003196 4.31291e-05 1.27749e-35 1.08283e-34 3.67128e-05 0.000344247 4.07957e-05 0.000115243 4.67839e-05 0.0446389 Variance: 7.71327e-06 Variances/cluster: 5.15442e-07 6.42703e-08 0 0 5.98708e-08 3.9702e-07 6.98334e-08 5.76447e-08 8.44208e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #113 of 1000; initialization seed = 493579338 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 502748 Distortion: 0.049051 Distortions/cluster: 4.67043e-05 0.000101576 4.81569e-35 8.37767e-05 6.80765e-05 4.96348e-05 4.30816e-05 0.000105601 0.0446389 0.00391362 Variance: 8.29966e-06 Variances/cluster: 2.74699e-06 5.65829e-08 2.67973e-31 9.74973e-08 7.62086e-08 8.03088e-08 6.41994e-08 1.00182e-07 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #114 of 1000; initialization seed = 493579339 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 560377 Distortion: 0.0133952 Distortions/cluster: 0.000101264 0.00872182 0.00391362 0.000105846 0.000307974 4.31509e-05 6.80765e-05 8.37767e-05 4.96348e-05 0 Variance: 2.26653e-06 Variances/cluster: 5.66295e-08 0.156503 0.00391989 9.98461e-08 1.71076e-05 6.42071e-08 7.62086e-08 9.74973e-08 8.03088e-08 0 -------------------------------------------------------------- Initialization seed trial #115 of 1000; initialization seed = 493579340 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.81933e-05 4.96348e-05 0.000101576 0.000307974 0.000105601 1.08283e-34 1.27749e-35 4.30816e-05 8.366e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 7.6254e-08 8.03088e-08 5.65829e-08 1.71076e-05 1.00182e-07 0 0 6.41994e-08 9.74749e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #116 of 1000; initialization seed = 493579341 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.000313359 4.27239e-05 6.80765e-05 9.48004e-05 8.37767e-05 0.00391362 4.67043e-05 0.0446389 5.17427e-05 4.67818e-05 Variance: 8.34188e-06 Variances/cluster: 4.79835e-07 7.72522e-08 7.62086e-08 1.03035e-07 9.74973e-08 0.00391989 2.74699e-06 0.0422886 5.32824e-08 4.49352e-08 -------------------------------------------------------------- Initialization seed trial #117 of 1000; initialization seed = 493579342 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 62 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000307974 4.96348e-05 1.08283e-34 1.27749e-35 0.000105601 6.80765e-05 4.30816e-05 0.000101576 0.0446389 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 1.71076e-05 8.03088e-08 0 0 1.00182e-07 7.62086e-08 6.41994e-08 5.65829e-08 0.0422886 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #118 of 1000; initialization seed = 493579343 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 4.30753e-05 1.27749e-35 0.0446389 1.08283e-34 0.000105601 4.67043e-05 6.80765e-05 8.37767e-05 0.0003196 0.000101507 Variance: 7.68312e-06 Variances/cluster: 6.41901e-08 0 0.0422886 0 1.00182e-07 2.74699e-06 7.62086e-08 9.74973e-08 5.15442e-07 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #119 of 1000; initialization seed = 493579344 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 575774 Distortion: 0.00972664 Distortions/cluster: 1.08283e-34 0 3.75464e-05 0.000509617 4.90368e-05 4.63628e-05 0.00872182 1.27749e-35 0.000322216 4.00463e-05 Variance: 1.64579e-06 Variances/cluster: 0 0 6.29766e-08 1.81794e-07 8.51064e-08 6.49282e-08 0.156503 0 5.05793e-07 6.8668e-08 -------------------------------------------------------------- Initialization seed trial #120 of 1000; initialization seed = 493579345 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 501303 Distortion: 0.0492914 Distortions/cluster: 4.44526e-05 4.44505e-05 9.56599e-05 8.37767e-05 6.80765e-05 5.00895e-05 4.43588e-05 0.0446389 0.000307974 0.00391362 Variance: 8.34034e-06 Variances/cluster: 7.77081e-08 4.47148e-08 1.0263e-07 9.74973e-08 7.62086e-08 5.19005e-08 6.58086e-08 0.0422886 1.71076e-05 0.00391989 -------------------------------------------------------------- Initialization seed trial #121 of 1000; initialization seed = 493579346 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.08283e-34 4.30816e-05 0.000105601 8.366e-05 1.27749e-35 0.000307974 6.81933e-05 0.000101576 0.0446389 4.96348e-05 Variance: 7.68167e-06 Variances/cluster: 0 6.41994e-08 1.00182e-07 9.74749e-08 0 1.71076e-05 7.6254e-08 5.65829e-08 0.0422886 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #122 of 1000; initialization seed = 493579347 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 4.67839e-05 4.07957e-05 0.000346127 3.67128e-05 1.27749e-35 0.0446389 0.000316083 4.59395e-05 1.08283e-34 0.000114735 Variance: 7.71338e-06 Variances/cluster: 8.44208e-08 6.98334e-08 3.89309e-07 5.98708e-08 0 0.0422886 4.58717e-07 7.81222e-08 0 5.76211e-08 -------------------------------------------------------------- Initialization seed trial #123 of 1000; initialization seed = 493579348 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 1.08283e-34 0.000115243 0.00872182 0 0.000344247 6.80765e-05 4.31291e-05 1.27749e-35 0.0003196 8.37767e-05 Variance: 1.64059e-06 Variances/cluster: 0 5.76447e-08 0.156503 0 3.9702e-07 7.62086e-08 6.42703e-08 0 5.15442e-07 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #124 of 1000; initialization seed = 493579349 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.72422e-05 4.91981e-05 4.45648e-05 4.22437e-05 0.0446389 8.366e-05 0.00391362 6.81933e-05 9.57657e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 8.00651e-08 5.15647e-08 4.47847e-08 6.36145e-08 0.0422886 9.74749e-08 0.00391989 7.6254e-08 1.02524e-07 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #125 of 1000; initialization seed = 493579350 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 62 BIC score: 511484 Distortion: 0.0402929 Distortions/cluster: 4.96348e-05 0.0356196 8.37767e-05 4.30816e-05 2.37044e-35 6.80765e-05 0.00391362 0.000307974 0.000105601 0.000101576 Variance: 6.81775e-06 Variances/cluster: 8.03088e-08 0.035575 9.74973e-08 6.41994e-08 0 7.62086e-08 0.00391989 1.71076e-05 1.00182e-07 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #126 of 1000; initialization seed = 493579351 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 501360 Distortion: 0.0494884 Distortions/cluster: 2.59086e-05 0.00391362 0.0446389 3.3134e-05 2.2611e-05 3.30761e-05 0.000113737 0.000345108 0.000319065 4.32004e-05 Variance: 8.37367e-06 Variances/cluster: 6.0373e-08 0.00391989 0.0422886 7.31204e-08 4.94611e-08 8.0062e-08 5.74085e-08 3.886e-07 5.20456e-07 6.41852e-08 -------------------------------------------------------------- Initialization seed trial #127 of 1000; initialization seed = 493579352 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 505976 Distortion: 0.0456189 Distortions/cluster: 0.000350635 0.0446389 0.000140422 2.2611e-05 2.59086e-05 3.30761e-05 3.35922e-05 0.000373689 1.08283e-34 1.27749e-35 Variance: 7.71893e-06 Variances/cluster: 3.84433e-07 0.0422886 6.42012e-08 4.94611e-08 6.0373e-08 8.0062e-08 7.39684e-08 3.53843e-07 0 0 -------------------------------------------------------------- Initialization seed trial #128 of 1000; initialization seed = 493579353 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 506048 Distortion: 0.0456156 Distortions/cluster: 0.000374615 0.000140599 2.51399e-05 0.000350527 0.0446389 3.26327e-05 1.8854e-05 1.27749e-35 1.08283e-34 3.42626e-05 Variance: 7.71837e-06 Variances/cluster: 3.53382e-07 6.41358e-08 7.24266e-08 3.87287e-07 0.0422886 6.08624e-08 6.32482e-08 0 0 6.009e-08 -------------------------------------------------------------- Initialization seed trial #129 of 1000; initialization seed = 493579354 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.366e-05 0.000101576 0.00872182 0 0.000105601 4.96348e-05 0.000307974 4.30816e-05 6.81933e-05 0.00391362 Variance: 2.26653e-06 Variances/cluster: 9.74749e-08 5.65829e-08 0.156503 0 1.00182e-07 8.03088e-08 1.71076e-05 6.41994e-08 7.6254e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #130 of 1000; initialization seed = 493579355 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 6.81933e-05 4.31291e-05 0.00872182 0.000115243 1.08283e-34 0 1.27749e-35 8.366e-05 0.0003196 0.000344247 Variance: 1.64059e-06 Variances/cluster: 7.6254e-08 6.42703e-08 0.156503 5.76447e-08 0 0 0 9.74749e-08 5.15442e-07 3.9702e-07 -------------------------------------------------------------- Initialization seed trial #131 of 1000; initialization seed = 493579356 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.000344247 1.08283e-34 0.0446389 3.67128e-05 0.0003196 0.000115243 4.31291e-05 4.07957e-05 4.67839e-05 1.27749e-35 Variance: 7.71327e-06 Variances/cluster: 3.9702e-07 0 0.0422886 5.98708e-08 5.15442e-07 5.76447e-08 6.42703e-08 6.98334e-08 8.44208e-08 0 -------------------------------------------------------------- Initialization seed trial #132 of 1000; initialization seed = 493579357 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 6.81933e-05 4.45648e-05 4.91981e-05 0.00391362 0.000307974 4.72422e-05 8.366e-05 9.57657e-05 0.0446389 4.22437e-05 Variance: 8.34034e-06 Variances/cluster: 7.6254e-08 4.47847e-08 5.15647e-08 0.00391989 1.71076e-05 8.00651e-08 9.74749e-08 1.02524e-07 0.0422886 6.36145e-08 -------------------------------------------------------------- Initialization seed trial #133 of 1000; initialization seed = 493579358 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 85 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.00391362 5.18241e-05 0.000313359 4.66957e-05 9.48004e-05 0.0446389 4.27239e-05 8.37767e-05 6.80765e-05 4.67043e-05 Variance: 8.34188e-06 Variances/cluster: 0.00391989 5.30928e-08 4.79102e-07 4.51126e-08 1.03035e-07 0.0422886 7.72522e-08 9.74973e-08 7.62086e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #134 of 1000; initialization seed = 493579359 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 67 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.27749e-35 8.37767e-05 0.000105601 0.000307974 4.96348e-05 0.0446389 1.08283e-34 0.000101576 6.80765e-05 4.30816e-05 Variance: 7.68167e-06 Variances/cluster: 0 9.74973e-08 1.00182e-07 1.71076e-05 8.03088e-08 0.0422886 0 5.65829e-08 7.62086e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #135 of 1000; initialization seed = 493579360 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 61 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.08283e-34 4.96348e-05 0.0446389 6.80765e-05 0.000307974 4.30816e-05 0.000101576 0.000105601 1.27749e-35 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 0 8.03088e-08 0.0422886 7.62086e-08 1.71076e-05 6.41994e-08 5.65829e-08 1.00182e-07 0 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #136 of 1000; initialization seed = 493579361 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 60 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 0.000101576 0.000307974 1.08283e-34 1.27749e-35 8.37767e-05 4.30816e-05 0.000105601 6.80765e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 5.65829e-08 1.71076e-05 0 0 9.74973e-08 6.41994e-08 1.00182e-07 7.62086e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #137 of 1000; initialization seed = 493579362 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 575775 Distortion: 0.00972665 Distortions/cluster: 0.00872182 3.89352e-05 0 1.08283e-34 0.000509617 4.63628e-05 0.000322216 4.07898e-05 4.6908e-05 1.27749e-35 Variance: 1.64579e-06 Variances/cluster: 0.156503 6.32885e-08 0 0 1.81794e-07 6.49282e-08 5.05793e-07 6.97038e-08 8.44922e-08 0 -------------------------------------------------------------- Initialization seed trial #138 of 1000; initialization seed = 493579363 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 575775 Distortion: 0.00972665 Distortions/cluster: 4.07898e-05 4.63628e-05 0.000322216 1.27749e-35 0 4.6908e-05 1.08283e-34 0.000509617 0.00872182 3.89352e-05 Variance: 1.64579e-06 Variances/cluster: 6.97038e-08 6.49282e-08 5.05793e-07 0 0 8.44922e-08 0 1.81794e-07 0.156503 6.32885e-08 -------------------------------------------------------------- Initialization seed trial #139 of 1000; initialization seed = 493579364 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 559741 Distortion: 0.0136121 Distortions/cluster: 3.42626e-05 0.00872182 0.000140599 2.39539e-05 3.35214e-05 0.000350527 0.000374615 0 0.00391362 1.91536e-05 Variance: 2.30323e-06 Variances/cluster: 6.009e-08 0.156503 6.41358e-08 7.00189e-08 6.22874e-08 3.87287e-07 3.53382e-07 0 0.00391989 6.36129e-08 -------------------------------------------------------------- Initialization seed trial #140 of 1000; initialization seed = 493579365 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.0446389 0.000104435 4.96348e-05 4.30816e-05 0.00391362 0.000101576 0.000307974 4.0274e-05 3.61391e-05 4.90368e-05 Variance: 8.3392e-06 Variances/cluster: 0.0422886 9.92642e-08 8.03088e-08 6.41994e-08 0.00391989 5.65829e-08 1.71076e-05 6.8705e-08 6.1129e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #141 of 1000; initialization seed = 493579366 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 0.000101576 4.96348e-05 0.000307974 0.000105601 8.37767e-05 0 0.00872182 4.30816e-05 6.80765e-05 Variance: 2.26652e-06 Variances/cluster: 0.00391989 5.65829e-08 8.03088e-08 1.71076e-05 1.00182e-07 9.74973e-08 0 0.156503 6.41994e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #142 of 1000; initialization seed = 493579367 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 83 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 0.000101507 0.00998646 1.27749e-35 0.000114171 4.37837e-05 0.0214319 0.000307974 0.000106086 0 4.96348e-05 Variance: 5.43849e-06 Variances/cluster: 5.65759e-08 0.185417 0 1.08907e-07 6.50518e-08 3.04763e-05 1.71076e-05 1.00547e-07 0 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #143 of 1000; initialization seed = 493579368 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 81 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 4.96348e-05 0.000106086 0.000101507 0.000114323 0.00998646 0.000307974 0 0.0214317 1.27749e-35 4.37837e-05 Variance: 5.43849e-06 Variances/cluster: 8.03088e-08 1.00547e-07 5.65759e-08 1.08949e-07 0.185417 1.71076e-05 0 3.05195e-05 0 6.50518e-08 -------------------------------------------------------------- Initialization seed trial #144 of 1000; initialization seed = 493579369 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 0.00391362 4.30753e-05 0.0003196 0.000105601 6.81933e-05 4.67043e-05 8.366e-05 0 0.000101507 0.00872182 Variance: 2.26798e-06 Variances/cluster: 0.00391989 6.41901e-08 5.15442e-07 1.00182e-07 7.6254e-08 2.74699e-06 9.74749e-08 0 5.65759e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #145 of 1000; initialization seed = 493579370 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 60 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 6.80765e-05 5.11104e-05 8.37767e-05 9.52741e-05 0.00391362 4.31422e-05 0.0446389 4.31034e-05 4.64237e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 7.62086e-08 5.27943e-08 9.74973e-08 1.03437e-07 0.00391989 6.53614e-08 0.0422886 7.72401e-08 4.50675e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #146 of 1000; initialization seed = 493579371 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 58 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 4.30753e-05 0.00872182 0.00391362 0.000105601 0.000101507 0.0003196 4.67043e-05 6.80765e-05 8.37767e-05 0 Variance: 2.26798e-06 Variances/cluster: 6.41901e-08 0.156503 0.00391989 1.00182e-07 5.65759e-08 5.15442e-07 2.74699e-06 7.62086e-08 9.74973e-08 0 -------------------------------------------------------------- Initialization seed trial #147 of 1000; initialization seed = 493579372 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 4.30753e-05 6.80765e-05 4.67043e-05 0.000105601 1.08283e-34 0.0003196 1.27749e-35 0.0446389 8.37767e-05 0.000101507 Variance: 7.68312e-06 Variances/cluster: 6.41901e-08 7.62086e-08 2.74699e-06 1.00182e-07 0 5.15442e-07 0 0.0422886 9.74973e-08 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #148 of 1000; initialization seed = 493579373 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 47 BIC score: 502748 Distortion: 0.049051 Distortions/cluster: 0.0446389 6.80765e-05 0.000105601 4.30816e-05 4.96348e-05 4.81569e-35 0.00391362 0.000101576 4.67043e-05 8.37767e-05 Variance: 8.29966e-06 Variances/cluster: 0.0422886 7.62086e-08 1.00182e-07 6.41994e-08 8.03088e-08 2.67973e-31 0.00391989 5.65829e-08 2.74699e-06 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #149 of 1000; initialization seed = 493579374 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 4.64237e-05 4.31422e-05 6.80765e-05 4.31034e-05 0.0446389 5.11104e-05 8.37767e-05 9.52741e-05 0.00391362 0.000307974 Variance: 8.34034e-06 Variances/cluster: 4.50675e-08 6.53614e-08 7.62086e-08 7.72401e-08 0.0422886 5.27943e-08 9.74973e-08 1.03437e-07 0.00391989 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #150 of 1000; initialization seed = 493579375 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 73 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.37767e-05 0.000105601 0.000101576 0 4.30816e-05 0.000307974 0.00872182 4.96348e-05 6.80765e-05 0.00391362 Variance: 2.26652e-06 Variances/cluster: 9.74973e-08 1.00182e-07 5.65829e-08 0 6.41994e-08 1.71076e-05 0.156503 8.03088e-08 7.62086e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #151 of 1000; initialization seed = 493579376 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.30816e-05 4.96348e-05 0.000307974 0.000101576 8.37767e-05 0.000105601 1.27749e-35 6.80765e-05 1.08283e-34 0.0446389 Variance: 7.68167e-06 Variances/cluster: 6.41994e-08 8.03088e-08 1.71076e-05 5.65829e-08 9.74973e-08 1.00182e-07 0 7.62086e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #152 of 1000; initialization seed = 493579377 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 64 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 1.27749e-35 6.80765e-05 0.0446389 0.000101576 8.37767e-05 1.08283e-34 4.96348e-05 4.30816e-05 0.000307974 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 0 7.62086e-08 0.0422886 5.65829e-08 9.74973e-08 0 8.03088e-08 6.41994e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #153 of 1000; initialization seed = 493579378 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 501301 Distortion: 0.0492914 Distortions/cluster: 4.69568e-05 0.000307974 4.2058e-05 4.56048e-05 6.80765e-05 0.00391362 8.37767e-05 0.0446389 4.90352e-05 9.53612e-05 Variance: 8.34034e-06 Variances/cluster: 7.99882e-08 1.71076e-05 6.36223e-08 4.49711e-08 7.62086e-08 0.00391989 9.74973e-08 0.0422886 5.17739e-08 1.02751e-07 -------------------------------------------------------------- Initialization seed trial #154 of 1000; initialization seed = 493579379 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 90 BIC score: 515019 Distortion: 0.0362383 Distortions/cluster: 0.000312393 0.0102929 9.57635e-05 0 4.67043e-05 5.1514e-05 0.00391362 4.67519e-05 4.36669e-05 0.021435 Variance: 6.13169e-06 Variances/cluster: 5.66911e-07 9.98937e-06 1.03856e-07 0 2.74699e-06 5.29378e-08 0.00391989 4.51668e-08 6.62567e-08 2.97198e-05 -------------------------------------------------------------- Initialization seed trial #155 of 1000; initialization seed = 493579380 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 514401 Distortion: 0.0367359 Distortions/cluster: 4.4522e-05 4.3027e-05 0.000307974 0.000118409 0.0106882 0.00391362 9.6512e-05 0.0214276 4.72422e-05 4.88408e-05 Variance: 6.21589e-06 Variances/cluster: 4.47417e-08 6.45995e-08 1.71076e-05 1.10421e-07 0.197295 0.00391989 1.02772e-07 3.15473e-05 8.00651e-08 5.146e-08 -------------------------------------------------------------- Initialization seed trial #156 of 1000; initialization seed = 493579381 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.30816e-05 0 0.000101576 0.000307974 6.80765e-05 8.37767e-05 0.000105601 0.00872182 0.00391362 4.96348e-05 Variance: 2.26652e-06 Variances/cluster: 6.41994e-08 0 5.65829e-08 1.71076e-05 7.62086e-08 9.74973e-08 1.00182e-07 0.156503 0.00391989 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #157 of 1000; initialization seed = 493579382 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501354 Distortion: 0.0494884 Distortions/cluster: 2.1474e-05 0.00011327 3.33079e-05 0.00391362 0.0003196 0.0446389 0.000345108 2.57898e-05 4.31291e-05 3.41628e-05 Variance: 8.37367e-06 Variances/cluster: 4.74936e-08 5.73171e-08 8.00416e-08 0.00391989 5.15442e-07 0.0422886 3.886e-07 6.03777e-08 6.42703e-08 7.4731e-08 -------------------------------------------------------------- Initialization seed trial #158 of 1000; initialization seed = 493579383 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.07184e-05 4.96348e-05 0.000307974 3.72578e-05 0.000101576 4.6908e-05 0.00391362 0.0446389 0.00010499 4.30816e-05 Variance: 8.3392e-06 Variances/cluster: 6.9701e-08 8.03088e-08 1.71076e-05 6.07595e-08 5.65829e-08 8.44922e-08 0.00391989 0.0422886 9.9697e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #159 of 1000; initialization seed = 493579384 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501322 Distortion: 0.0493005 Distortions/cluster: 5.11191e-05 4.26651e-05 8.37767e-05 4.67043e-05 4.78668e-05 0.000313117 6.80765e-05 9.46641e-05 0.00391362 0.0446389 Variance: 8.34188e-06 Variances/cluster: 5.32433e-08 7.74259e-08 9.74973e-08 2.74699e-06 4.51532e-08 4.8242e-07 7.62086e-08 1.03111e-07 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #160 of 1000; initialization seed = 493579385 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 559285 Distortion: 0.0135826 Distortions/cluster: 0.000114735 0 3.67128e-05 0.00391362 4.07957e-05 0.000316083 0.000346127 4.59395e-05 4.67839e-05 0.00872182 Variance: 2.29824e-06 Variances/cluster: 5.76211e-08 0 5.98708e-08 0.00391989 6.98334e-08 4.58717e-07 3.89309e-07 7.81222e-08 8.44208e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #161 of 1000; initialization seed = 493579386 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 6.80765e-05 0.000101576 8.37767e-05 0.00391362 0.000307974 0.00872182 4.96348e-05 4.30816e-05 0 0.000105601 Variance: 2.26652e-06 Variances/cluster: 7.62086e-08 5.65829e-08 9.74973e-08 0.00391989 1.71076e-05 0.156503 8.03088e-08 6.41994e-08 0 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #162 of 1000; initialization seed = 493579387 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00872182 0.000101576 8.37767e-05 0.00391362 0.000105601 4.30816e-05 0 4.96348e-05 6.80765e-05 0.000307974 Variance: 2.26652e-06 Variances/cluster: 0.156503 5.65829e-08 9.74973e-08 0.00391989 1.00182e-07 6.41994e-08 0 8.03088e-08 7.62086e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #163 of 1000; initialization seed = 493579388 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 517026 Distortion: 0.0365233 Distortions/cluster: 0.000117765 1.08283e-34 4.34095e-05 1.27749e-35 0.00026542 5.61481e-05 0.0356196 2.37044e-35 0.000113009 0.000307974 Variance: 6.17991e-06 Variances/cluster: 1.0813e-07 0 6.43047e-08 0 1.58788e-07 8.86939e-08 0.035575 0 6.1984e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #164 of 1000; initialization seed = 493579389 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.0446389 6.80765e-05 4.67043e-05 0.000101507 0.000105601 0.0003196 1.27749e-35 4.30753e-05 1.08283e-34 8.37767e-05 Variance: 7.68312e-06 Variances/cluster: 0.0422886 7.62086e-08 2.74699e-06 5.65759e-08 1.00182e-07 5.15442e-07 0 6.41901e-08 0 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #165 of 1000; initialization seed = 493579390 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.37767e-05 0.00872182 0.00391362 0.000105601 0.000101576 0.000307974 4.96348e-05 6.80765e-05 0 4.30816e-05 Variance: 2.26652e-06 Variances/cluster: 9.74973e-08 0.156503 0.00391989 1.00182e-07 5.65829e-08 1.71076e-05 8.03088e-08 7.62086e-08 0 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #166 of 1000; initialization seed = 493579391 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 514436 Distortion: 0.0367453 Distortions/cluster: 5.13762e-05 4.06629e-05 0.000114975 9.44857e-05 0.0214317 0.00031212 4.67043e-05 0.00391362 5.14642e-05 0.0106882 Variance: 6.21747e-06 Variances/cluster: 4.59494e-08 7.71531e-08 1.09466e-07 1.0405e-07 3.05195e-05 4.85371e-07 2.74699e-06 0.00391989 5.45692e-08 0.197295 -------------------------------------------------------------- Initialization seed trial #167 of 1000; initialization seed = 493579392 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 559285 Distortion: 0.0135826 Distortions/cluster: 0.000114735 0.000346127 0 0.00391362 0.000316083 3.67128e-05 4.59395e-05 0.00872182 4.07957e-05 4.67839e-05 Variance: 2.29824e-06 Variances/cluster: 5.76211e-08 3.89309e-07 0 0.00391989 4.58717e-07 5.98708e-08 7.81222e-08 0.156503 6.98334e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #168 of 1000; initialization seed = 493579393 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000105601 6.80765e-05 8.37767e-05 1.27749e-35 1.08283e-34 4.30753e-05 0.0446389 0.0003196 0.000101507 4.67043e-05 Variance: 7.68312e-06 Variances/cluster: 1.00182e-07 7.62086e-08 9.74973e-08 0 0 6.41901e-08 0.0422886 5.15442e-07 5.65759e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #169 of 1000; initialization seed = 493579394 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 574958 Distortion: 0.00969656 Distortions/cluster: 0.000316083 4.59395e-05 0.000114735 0 0.000346127 0.00872182 6.80765e-05 1.27749e-35 8.37767e-05 1.08283e-34 Variance: 1.6407e-06 Variances/cluster: 4.58717e-07 7.81222e-08 5.76211e-08 0 3.89309e-07 0.156503 7.62086e-08 0 9.74973e-08 0 -------------------------------------------------------------- Initialization seed trial #170 of 1000; initialization seed = 493579395 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 82 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 9.52741e-05 6.80765e-05 4.67043e-05 5.1514e-05 0.00391362 4.30202e-05 8.37767e-05 0.000312393 4.67519e-05 0.0446389 Variance: 8.3418e-06 Variances/cluster: 1.03437e-07 7.62086e-08 2.74699e-06 5.29378e-08 0.00391989 6.53746e-08 9.74973e-08 5.66911e-07 4.51668e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #171 of 1000; initialization seed = 493579396 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 502072 Distortion: 0.0492814 Distortions/cluster: 4.17846e-05 5.79977e-05 4.23589e-05 0.0446389 6.73163e-05 0.00391362 8.366e-05 4.96348e-05 8.53288e-05 0.000300791 Variance: 8.33865e-06 Variances/cluster: 6.20817e-08 5.21516e-08 3.38831e-07 0.0422886 7.54422e-08 0.00391989 9.74749e-08 8.03088e-08 5.28954e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #172 of 1000; initialization seed = 493579397 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.37767e-05 4.96348e-05 0.00391362 0.000105601 4.30816e-05 6.80765e-05 0.00872182 0.000101576 0 0.000307974 Variance: 2.26652e-06 Variances/cluster: 9.74973e-08 8.03088e-08 0.00391989 1.00182e-07 6.41994e-08 7.62086e-08 0.156503 5.65829e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #173 of 1000; initialization seed = 493579398 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 516256 Distortion: 0.0366102 Distortions/cluster: 1.08283e-34 0.000374615 1.27749e-35 0.0356196 2.37044e-35 3.67128e-05 0.000351114 4.07957e-05 0.000140599 4.67839e-05 Variance: 6.19461e-06 Variances/cluster: 0 3.53382e-07 0 0.035575 0 5.98708e-08 3.87508e-07 6.98334e-08 6.41358e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #174 of 1000; initialization seed = 493579399 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 574958 Distortion: 0.00969656 Distortions/cluster: 1.27749e-35 0.000316083 0.000346127 0.00872182 6.80765e-05 1.08283e-34 0 8.37767e-05 0.000114735 4.59395e-05 Variance: 1.6407e-06 Variances/cluster: 0 4.58717e-07 3.89309e-07 0.156503 7.62086e-08 0 0 9.74973e-08 5.76211e-08 7.81222e-08 -------------------------------------------------------------- Initialization seed trial #175 of 1000; initialization seed = 493579400 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 45 BIC score: 515004 Distortion: 0.0362296 Distortions/cluster: 0.0214334 0 4.88408e-05 0.0102945 4.4522e-05 9.6512e-05 4.3027e-05 0.00391362 4.72422e-05 0.000307974 Variance: 6.13022e-06 Variances/cluster: 3.0178e-05 0 5.146e-08 9.88536e-06 4.47417e-08 1.02772e-07 6.45995e-08 0.00391989 8.00651e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #176 of 1000; initialization seed = 493579401 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 82 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 8.37767e-05 1.27749e-35 0.0446389 0.000307974 4.96348e-05 0.000105601 6.80765e-05 1.08283e-34 0.000101576 4.30816e-05 Variance: 7.68167e-06 Variances/cluster: 9.74973e-08 0 0.0422886 1.71076e-05 8.03088e-08 1.00182e-07 7.62086e-08 0 5.65829e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #177 of 1000; initialization seed = 493579402 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000307974 0.000105601 1.08283e-34 1.27749e-35 4.30816e-05 4.96348e-05 6.80765e-05 0.000101576 8.37767e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 1.71076e-05 1.00182e-07 0 0 6.41994e-08 8.03088e-08 7.62086e-08 5.65829e-08 9.74973e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #178 of 1000; initialization seed = 493579403 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 98 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 6.81933e-05 0.000312393 0.0446389 4.67519e-05 0.00391362 9.52741e-05 8.366e-05 4.30202e-05 4.67043e-05 5.1514e-05 Variance: 8.3418e-06 Variances/cluster: 7.6254e-08 5.66911e-07 0.0422886 4.51668e-08 0.00391989 1.03437e-07 9.74749e-08 6.53746e-08 2.74699e-06 5.29378e-08 -------------------------------------------------------------- Initialization seed trial #179 of 1000; initialization seed = 493579404 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 559275 Distortion: 0.013582 Distortions/cluster: 0.000319065 0 4.07957e-05 0.00872182 4.67839e-05 0.000345962 3.67128e-05 4.32888e-05 0.000113915 0.00391362 Variance: 2.29813e-06 Variances/cluster: 5.20456e-07 0 6.98334e-08 0.156503 8.44208e-08 3.9e-07 5.98708e-08 6.42212e-08 5.744e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #180 of 1000; initialization seed = 493579405 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.0446389 8.37767e-05 6.80765e-05 0.000307974 4.82377e-05 4.4522e-05 0.00391362 9.5956e-05 4.08682e-05 4.94716e-05 Variance: 8.34034e-06 Variances/cluster: 0.0422886 9.74973e-08 7.62086e-08 1.71076e-05 5.11478e-08 4.47417e-08 0.00391989 1.02398e-07 6.32579e-08 8.03046e-08 -------------------------------------------------------------- Initialization seed trial #181 of 1000; initialization seed = 493579406 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 4.67043e-05 3.72578e-05 0.0446389 0.000101507 4.07184e-05 4.30753e-05 4.6908e-05 0.00391362 0.00010499 0.0003196 Variance: 8.34066e-06 Variances/cluster: 2.74699e-06 6.07595e-08 0.0422886 5.65759e-08 6.9701e-08 6.41901e-08 8.44922e-08 0.00391989 9.9697e-08 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #182 of 1000; initialization seed = 493579407 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 75 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.0446389 0.000307974 4.07184e-05 3.72578e-05 4.30816e-05 0.00391362 4.6908e-05 4.96348e-05 0.00010499 0.000101576 Variance: 8.3392e-06 Variances/cluster: 0.0422886 1.71076e-05 6.9701e-08 6.07595e-08 6.41994e-08 0.00391989 8.44922e-08 8.03088e-08 9.9697e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #183 of 1000; initialization seed = 493579408 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 72 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 6.80765e-05 0.000307974 0.000101576 0.00391362 0.000105601 4.30816e-05 0.00872182 0 8.37767e-05 4.96348e-05 Variance: 2.26652e-06 Variances/cluster: 7.62086e-08 1.71076e-05 5.65829e-08 0.00391989 1.00182e-07 6.41994e-08 0.156503 0 9.74973e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #184 of 1000; initialization seed = 493579409 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 4.30816e-05 0.000307974 4.07662e-05 0.000104435 3.67744e-05 0.000101576 4.96348e-05 0.00391362 4.79041e-05 0.0446389 Variance: 8.3392e-06 Variances/cluster: 6.41994e-08 1.71076e-05 6.93081e-08 9.92642e-08 6.12705e-08 5.65829e-08 8.03088e-08 0.00391989 8.47593e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #185 of 1000; initialization seed = 493579410 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 18 BIC score: 676019 Distortion: 0.00101818 Distortions/cluster: 0 8.37767e-05 1.08283e-34 1.27749e-35 0.000351114 0.000140599 0.000374615 6.80765e-05 9.64317e-35 2.37044e-35 Variance: 1.72281e-07 Variances/cluster: 0 9.74973e-08 0 0 3.87508e-07 6.41358e-08 3.53382e-07 7.62086e-08 6.86694e-32 0 -------------------------------------------------------------- Initialization seed trial #186 of 1000; initialization seed = 493579411 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 502748 Distortion: 0.049051 Distortions/cluster: 0.0446389 0.00391362 0.000101576 4.30816e-05 4.96348e-05 0.000105601 8.37767e-05 4.67043e-05 4.81569e-35 6.80765e-05 Variance: 8.29966e-06 Variances/cluster: 0.0422886 0.00391989 5.65829e-08 6.41994e-08 8.03088e-08 1.00182e-07 9.74973e-08 2.74699e-06 2.67973e-31 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #187 of 1000; initialization seed = 493579412 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 93 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 3.72578e-05 4.30816e-05 4.96348e-05 0.000101576 4.6908e-05 0.00010499 0.000307974 4.07184e-05 0.00391362 0.0446389 Variance: 8.3392e-06 Variances/cluster: 6.07595e-08 6.41994e-08 8.03088e-08 5.65829e-08 8.44922e-08 9.9697e-08 1.71076e-05 6.9701e-08 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #188 of 1000; initialization seed = 493579413 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 92 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 4.30816e-05 8.37767e-05 0.0446389 0.000105601 6.80765e-05 0.000307974 0.000101576 1.08283e-34 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 6.41994e-08 9.74973e-08 0.0422886 1.00182e-07 7.62086e-08 1.71076e-05 5.65829e-08 0 0 -------------------------------------------------------------- Initialization seed trial #189 of 1000; initialization seed = 493579414 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 575761 Distortion: 0.00972664 Distortions/cluster: 1.08283e-34 4.6908e-05 0.000323461 1.27749e-35 0.00872182 4.60495e-05 3.89352e-05 0.00050868 4.07898e-05 0 Variance: 1.64579e-06 Variances/cluster: 0 8.44922e-08 5.01449e-07 0 0.156503 6.43092e-08 6.32885e-08 1.82109e-07 6.97038e-08 0 -------------------------------------------------------------- Initialization seed trial #190 of 1000; initialization seed = 493579415 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 515986 Distortion: 0.0365943 Distortions/cluster: 1.27749e-35 6.80765e-05 4.86539e-05 1.08283e-34 0.000313621 0.000114485 0.000346127 0.0356196 8.37767e-05 2.37044e-35 Variance: 6.19193e-06 Variances/cluster: 0 7.62086e-08 8.01483e-08 0 4.66658e-07 5.75533e-08 3.89309e-07 0.035575 9.74973e-08 0 -------------------------------------------------------------- Initialization seed trial #191 of 1000; initialization seed = 493579416 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 1.27749e-35 8.366e-05 0.0446389 0.000101576 6.81933e-05 1.08283e-34 0.000307974 4.30816e-05 4.96348e-05 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 0 9.74749e-08 0.0422886 5.65829e-08 7.6254e-08 0 1.71076e-05 6.41994e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #192 of 1000; initialization seed = 493579417 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.37767e-05 0.000307974 0.00391362 4.96348e-05 4.30816e-05 0.000101576 0 0.000105601 6.80765e-05 0.00872182 Variance: 2.26652e-06 Variances/cluster: 9.74973e-08 1.71076e-05 0.00391989 8.03088e-08 6.41994e-08 5.65829e-08 0 1.00182e-07 7.62086e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #193 of 1000; initialization seed = 493579418 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 574948 Distortion: 0.0096959 Distortions/cluster: 0.000345962 8.37767e-05 1.08283e-34 4.32888e-05 0 0.000319065 1.27749e-35 6.80765e-05 0.00872182 0.000113915 Variance: 1.64059e-06 Variances/cluster: 3.9e-07 9.74973e-08 0 6.42212e-08 0 5.20456e-07 0 7.62086e-08 0.156503 5.744e-08 -------------------------------------------------------------- Initialization seed trial #194 of 1000; initialization seed = 493579419 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 58 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.0446389 4.30753e-05 0.000101507 0.0003196 8.37767e-05 1.08283e-34 0.000105601 4.67043e-05 6.80765e-05 1.27749e-35 Variance: 7.68312e-06 Variances/cluster: 0.0422886 6.41901e-08 5.65759e-08 5.15442e-07 9.74973e-08 0 1.00182e-07 2.74699e-06 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #195 of 1000; initialization seed = 493579420 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 81 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 4.64237e-05 5.11104e-05 6.81933e-05 4.31422e-05 0.0446389 0.000307974 4.31034e-05 0.00391362 8.366e-05 9.52741e-05 Variance: 8.34034e-06 Variances/cluster: 4.50675e-08 5.27943e-08 7.6254e-08 6.53614e-08 0.0422886 1.71076e-05 7.72401e-08 0.00391989 9.74749e-08 1.03437e-07 -------------------------------------------------------------- Initialization seed trial #196 of 1000; initialization seed = 493579421 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.000307974 6.80765e-05 4.22437e-05 9.57657e-05 4.72422e-05 0.0446389 4.91981e-05 4.45648e-05 8.37767e-05 0.00391362 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 7.62086e-08 6.36145e-08 1.02524e-07 8.00651e-08 0.0422886 5.15647e-08 4.47847e-08 9.74973e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #197 of 1000; initialization seed = 493579422 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 40 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 1.08283e-34 0 0.000115243 0.0003196 0.00872182 6.81933e-05 4.31291e-05 0.000344247 1.27749e-35 8.366e-05 Variance: 1.64059e-06 Variances/cluster: 0 0 5.76447e-08 5.15442e-07 0.156503 7.6254e-08 6.42703e-08 3.9702e-07 0 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #198 of 1000; initialization seed = 493579423 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 506464 Distortion: 0.0453431 Distortions/cluster: 4.81569e-35 0.000115243 6.81933e-05 8.366e-05 0.0446389 1.08283e-34 4.32047e-05 1.27749e-35 4.96348e-05 0.000344247 Variance: 7.67227e-06 Variances/cluster: 2.67973e-31 5.76447e-08 7.6254e-08 9.74749e-08 0.0422886 0 6.42872e-08 0 8.03088e-08 3.9702e-07 -------------------------------------------------------------- Initialization seed trial #199 of 1000; initialization seed = 493579424 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 559273 Distortion: 0.013582 Distortions/cluster: 0.000113839 4.32004e-05 0.000319065 3.58899e-05 0 3.99696e-05 0.00391362 4.90368e-05 0.00872182 0.00034554 Variance: 2.29814e-06 Variances/cluster: 5.74306e-08 6.41852e-08 5.20456e-07 6.04009e-08 0 6.86544e-08 0.00391989 8.51064e-08 0.156503 3.89087e-07 -------------------------------------------------------------- Initialization seed trial #200 of 1000; initialization seed = 493579425 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 4.07184e-05 0.00010499 0.00391362 0.0446389 3.72578e-05 0.0003196 0.000101507 4.67043e-05 4.6908e-05 4.30753e-05 Variance: 8.34066e-06 Variances/cluster: 6.9701e-08 9.9697e-08 0.00391989 0.0422886 6.07595e-08 5.15442e-07 5.65759e-08 2.74699e-06 8.44922e-08 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #201 of 1000; initialization seed = 493579426 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 505513 Distortion: 0.0455854 Distortions/cluster: 3.67128e-05 4.67839e-05 0.000319065 1.08283e-34 0.000113915 4.32888e-05 4.07957e-05 0.000345962 1.27749e-35 0.0446389 Variance: 7.71327e-06 Variances/cluster: 5.98708e-08 8.44208e-08 5.20456e-07 0 5.744e-08 6.42212e-08 6.98334e-08 3.9e-07 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #202 of 1000; initialization seed = 493579427 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 9.57657e-05 4.23198e-05 0.00391362 0.0446389 6.80765e-05 4.67043e-05 0.000317415 4.4522e-05 8.37767e-05 4.8886e-05 Variance: 8.34179e-06 Variances/cluster: 1.02524e-07 6.37292e-08 0.00391989 0.0422886 7.62086e-08 2.74699e-06 5.34325e-07 4.47417e-08 9.74973e-08 5.13992e-08 -------------------------------------------------------------- Initialization seed trial #203 of 1000; initialization seed = 493579428 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 1.27749e-35 3.67128e-05 4.07957e-05 0.000344247 0.000115243 4.67839e-05 1.08283e-34 4.31291e-05 0.0003196 0.0446389 Variance: 7.71327e-06 Variances/cluster: 0 5.98708e-08 6.98334e-08 3.9702e-07 5.76447e-08 8.44208e-08 0 6.42703e-08 5.15442e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #204 of 1000; initialization seed = 493579429 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 560789 Distortion: 0.0133396 Distortions/cluster: 0 0.00872182 4.81569e-35 4.96348e-05 4.32047e-05 6.81933e-05 0.000115243 0.000344247 0.00391362 8.366e-05 Variance: 2.25713e-06 Variances/cluster: 0 0.156503 2.67973e-31 8.03088e-08 6.42872e-08 7.6254e-08 5.76447e-08 3.9702e-07 0.00391989 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #205 of 1000; initialization seed = 493579430 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 8.37767e-05 0.000105601 1.27749e-35 0.0446389 0.000101576 1.08283e-34 0.000307974 6.80765e-05 4.30816e-05 4.96348e-05 Variance: 7.68167e-06 Variances/cluster: 9.74973e-08 1.00182e-07 0 0.0422886 5.65829e-08 0 1.71076e-05 7.62086e-08 6.41994e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #206 of 1000; initialization seed = 493579431 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 55 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 4.67043e-05 0.000101507 0.0003196 3.72578e-05 4.30753e-05 0.00391362 0.0446389 4.07184e-05 4.6908e-05 0.00010499 Variance: 8.34066e-06 Variances/cluster: 2.74699e-06 5.65759e-08 5.15442e-07 6.07595e-08 6.41901e-08 0.00391989 0.0422886 6.9701e-08 8.44922e-08 9.9697e-08 -------------------------------------------------------------- Initialization seed trial #207 of 1000; initialization seed = 493579432 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 91 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 4.64237e-05 0.0446389 0.000307974 9.52741e-05 6.80765e-05 5.11104e-05 4.31422e-05 8.37767e-05 0.00391362 4.31034e-05 Variance: 8.34034e-06 Variances/cluster: 4.50675e-08 0.0422886 1.71076e-05 1.03437e-07 7.62086e-08 5.27943e-08 6.53614e-08 9.74973e-08 0.00391989 7.72401e-08 -------------------------------------------------------------- Initialization seed trial #208 of 1000; initialization seed = 493579433 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 70 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 8.37767e-05 6.80765e-05 4.30816e-05 1.08283e-34 1.27749e-35 0.0446389 4.96348e-05 0.000105601 0.000307974 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 9.74973e-08 7.62086e-08 6.41994e-08 0 0 0.0422886 8.03088e-08 1.00182e-07 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #209 of 1000; initialization seed = 493579434 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 4.67043e-05 0.000105601 1.08283e-34 6.80765e-05 0.000101507 0.0446389 1.27749e-35 4.30753e-05 0.0003196 8.37767e-05 Variance: 7.68312e-06 Variances/cluster: 2.74699e-06 1.00182e-07 0 7.62086e-08 5.65759e-08 0.0422886 0 6.41901e-08 5.15442e-07 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #210 of 1000; initialization seed = 493579435 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.0446389 4.94716e-05 9.5956e-05 6.80765e-05 4.82377e-05 4.4522e-05 8.37767e-05 4.08682e-05 0.000307974 0.00391362 Variance: 8.34034e-06 Variances/cluster: 0.0422886 8.03046e-08 1.02398e-07 7.62086e-08 5.11478e-08 4.47417e-08 9.74973e-08 6.32579e-08 1.71076e-05 0.00391989 -------------------------------------------------------------- Initialization seed trial #211 of 1000; initialization seed = 493579436 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 55 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 1.08283e-34 0.0003196 1.27749e-35 0.000105601 4.67043e-05 0.000101507 8.37767e-05 0.0446389 4.30753e-05 6.80765e-05 Variance: 7.68312e-06 Variances/cluster: 0 5.15442e-07 0 1.00182e-07 2.74699e-06 5.65759e-08 9.74973e-08 0.0422886 6.41901e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #212 of 1000; initialization seed = 493579437 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.22437e-05 4.91981e-05 0.000307974 4.45648e-05 6.80765e-05 9.57657e-05 8.37767e-05 4.72422e-05 0.00391362 0.0446389 Variance: 8.34034e-06 Variances/cluster: 6.36145e-08 5.15647e-08 1.71076e-05 4.47847e-08 7.62086e-08 1.02524e-07 9.74973e-08 8.00651e-08 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #213 of 1000; initialization seed = 493579438 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 0 4.31291e-05 0.000344247 4.67839e-05 0.00391362 3.67128e-05 0.0003196 4.07957e-05 0.000115243 0.00872182 Variance: 2.29813e-06 Variances/cluster: 0 6.42703e-08 3.9702e-07 8.44208e-08 0.00391989 5.98708e-08 5.15442e-07 6.98334e-08 5.76447e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #214 of 1000; initialization seed = 493579439 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 91 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.27239e-05 9.48004e-05 6.80765e-05 5.18241e-05 0.0446389 0.000313359 4.67043e-05 0.00391362 4.66957e-05 8.37767e-05 Variance: 8.34188e-06 Variances/cluster: 7.72522e-08 1.03035e-07 7.62086e-08 5.30928e-08 0.0422886 4.79102e-07 2.74699e-06 0.00391989 4.51126e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #215 of 1000; initialization seed = 493579440 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 3.64426e-05 4.96348e-05 0.0446389 4.30816e-05 0.000104435 3.99696e-05 4.90368e-05 0.00391362 0.000101576 0.000307974 Variance: 8.3392e-06 Variances/cluster: 6.12281e-08 8.03088e-08 0.0422886 6.41994e-08 9.92642e-08 6.86544e-08 8.51064e-08 0.00391989 5.65829e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #216 of 1000; initialization seed = 493579441 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 91 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 0.000101576 0.000307974 6.80765e-05 1.27749e-35 0.0446389 4.96348e-05 8.37767e-05 1.08283e-34 4.30816e-05 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 5.65829e-08 1.71076e-05 7.62086e-08 0 0.0422886 8.03088e-08 9.74973e-08 0 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #217 of 1000; initialization seed = 493579442 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 506704 Distortion: 0.0456297 Distortions/cluster: 2.48957e-05 4.63628e-05 3.56534e-05 1.08283e-34 0.0446389 1.27749e-35 1.87066e-05 0.000509617 0.000322216 3.33435e-05 Variance: 7.72076e-06 Variances/cluster: 7.11084e-08 6.49282e-08 6.27495e-08 0 0.0422886 0 6.31778e-08 1.81794e-07 5.05793e-07 6.17275e-08 -------------------------------------------------------------- Initialization seed trial #218 of 1000; initialization seed = 493579443 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 507242 Distortion: 0.0454285 Distortions/cluster: 3.89352e-05 4.6908e-05 1.08283e-34 4.07898e-05 4.53377e-05 1.27749e-35 0.000322782 4.67043e-05 0.0446389 0.000248151 Variance: 7.68672e-06 Variances/cluster: 6.32885e-08 8.44922e-08 0 6.97038e-08 6.40306e-08 0 5.05888e-07 2.74699e-06 0.0422886 8.89345e-08 -------------------------------------------------------------- Initialization seed trial #219 of 1000; initialization seed = 493579444 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 9 BIC score: 512544 Distortion: 0.0403142 Distortions/cluster: 0.0356196 0.00391362 2.37044e-35 0.000248228 4.65336e-05 4.6908e-05 3.89352e-05 0.000307974 4.07898e-05 5.1638e-05 Variance: 6.82135e-06 Variances/cluster: 0.035575 0.00391989 0 8.89302e-08 6.55346e-08 8.44922e-08 6.32885e-08 1.71076e-05 6.97038e-08 8.14414e-08 -------------------------------------------------------------- Initialization seed trial #220 of 1000; initialization seed = 493579445 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 501437 Distortion: 0.0494857 Distortions/cluster: 1.94117e-05 0.0446389 0.00391362 3.28638e-05 0.00034554 4.59395e-05 3.39478e-05 0.000316083 0.000114735 2.46633e-05 Variance: 8.37322e-06 Variances/cluster: 6.38337e-08 0.0422886 0.00391989 6.08393e-08 3.89087e-07 7.81222e-08 6.00649e-08 4.58717e-07 5.76211e-08 7.20923e-08 -------------------------------------------------------------- Initialization seed trial #221 of 1000; initialization seed = 493579446 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 87 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 6.80765e-05 0.0446389 0.00391362 4.67043e-05 5.1514e-05 4.67519e-05 0.000312393 9.52741e-05 4.30202e-05 8.37767e-05 Variance: 8.3418e-06 Variances/cluster: 7.62086e-08 0.0422886 0.00391989 2.74699e-06 5.29378e-08 4.51668e-08 5.66911e-07 1.03437e-07 6.53746e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #222 of 1000; initialization seed = 493579447 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.27749e-35 6.80765e-05 0.000105601 8.37767e-05 4.30816e-05 0.000101576 1.08283e-34 0.0446389 4.96348e-05 0.000307974 Variance: 7.68167e-06 Variances/cluster: 0 7.62086e-08 1.00182e-07 9.74973e-08 6.41994e-08 5.65829e-08 0 0.0422886 8.03088e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #223 of 1000; initialization seed = 493579448 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 40 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 1.08283e-34 0.0003196 4.31291e-05 0.000115243 4.07957e-05 3.67128e-05 4.67839e-05 0.000344247 1.27749e-35 0.0446389 Variance: 7.71327e-06 Variances/cluster: 0 5.15442e-07 6.42703e-08 5.76447e-08 6.98334e-08 5.98708e-08 8.44208e-08 3.9702e-07 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #224 of 1000; initialization seed = 493579449 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.0003196 4.31291e-05 0.00872182 0.000344247 8.37767e-05 0.000115243 6.80765e-05 0 1.08283e-34 1.27749e-35 Variance: 1.64059e-06 Variances/cluster: 5.15442e-07 6.42703e-08 0.156503 3.9702e-07 9.74973e-08 5.76447e-08 7.62086e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #225 of 1000; initialization seed = 493579450 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.00391362 0.000101576 0.0446389 0.00010499 0.000307974 4.6908e-05 4.30816e-05 3.72578e-05 4.07184e-05 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 0.00391989 5.65829e-08 0.0422886 9.9697e-08 1.71076e-05 8.44922e-08 6.41994e-08 6.07595e-08 6.9701e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #226 of 1000; initialization seed = 493579451 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 4.30816e-05 4.96348e-05 0.00872182 0 0.000105601 8.366e-05 0.000307974 6.81933e-05 0.000101576 Variance: 2.26653e-06 Variances/cluster: 0.00391989 6.41994e-08 8.03088e-08 0.156503 0 1.00182e-07 9.74749e-08 1.71076e-05 7.6254e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #227 of 1000; initialization seed = 493579452 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 559283 Distortion: 0.0135826 Distortions/cluster: 4.90368e-05 3.99696e-05 3.58899e-05 0.00034554 0.00391362 0.000114735 0.00872182 4.59395e-05 0 0.000316083 Variance: 2.29825e-06 Variances/cluster: 8.51064e-08 6.86544e-08 6.04009e-08 3.89087e-07 0.00391989 5.76211e-08 0.156503 7.81222e-08 0 4.58717e-07 -------------------------------------------------------------- Initialization seed trial #228 of 1000; initialization seed = 493579453 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 559285 Distortion: 0.0135826 Distortions/cluster: 0.000114735 0.000316083 0.00872182 4.59395e-05 0 0.000346127 0.00391362 4.07957e-05 4.67839e-05 3.67128e-05 Variance: 2.29824e-06 Variances/cluster: 5.76211e-08 4.58717e-07 0.156503 7.81222e-08 0 3.89309e-07 0.00391989 6.98334e-08 8.44208e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #229 of 1000; initialization seed = 493579454 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.000313359 4.67043e-05 9.48004e-05 4.27239e-05 0.00391362 8.37767e-05 4.6718e-05 5.18033e-05 0.0446389 6.80765e-05 Variance: 8.34188e-06 Variances/cluster: 4.79102e-07 2.74699e-06 1.03035e-07 7.72522e-08 0.00391989 9.74973e-08 4.5047e-08 5.31804e-08 0.0422886 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #230 of 1000; initialization seed = 493579455 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 67 BIC score: 502748 Distortion: 0.049051 Distortions/cluster: 6.80765e-05 4.81569e-35 0.000101576 0.0446389 8.37767e-05 0.000105601 0.00391362 4.96348e-05 4.30816e-05 4.67043e-05 Variance: 8.29966e-06 Variances/cluster: 7.62086e-08 2.67973e-31 5.65829e-08 0.0422886 9.74973e-08 1.00182e-07 0.00391989 8.03088e-08 6.41994e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #231 of 1000; initialization seed = 493579456 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 0.00872182 3.67128e-05 4.67839e-05 0.0003196 4.31291e-05 0.000115243 0 0.00391362 0.000344247 4.07957e-05 Variance: 2.29813e-06 Variances/cluster: 0.156503 5.98708e-08 8.44208e-08 5.15442e-07 6.42703e-08 5.76447e-08 0 0.00391989 3.9702e-07 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #232 of 1000; initialization seed = 493579457 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 505505 Distortion: 0.0455855 Distortions/cluster: 4.90368e-05 0.00034554 3.58899e-05 0.0003196 3.99696e-05 4.31291e-05 0.000113371 1.08283e-34 1.27749e-35 0.0446389 Variance: 7.71328e-06 Variances/cluster: 8.51064e-08 3.89087e-07 6.04009e-08 5.15442e-07 6.86544e-08 6.42703e-08 5.73393e-08 0 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #233 of 1000; initialization seed = 493579458 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 505513 Distortion: 0.0455854 Distortions/cluster: 0.000345962 4.06713e-05 3.67128e-05 0.000319065 0.0446389 1.08283e-34 4.6908e-05 0.000113915 1.27749e-35 4.32888e-05 Variance: 7.71327e-06 Variances/cluster: 3.9e-07 6.97398e-08 5.98708e-08 5.20456e-07 0.0422886 0 8.44922e-08 5.744e-08 0 6.42212e-08 -------------------------------------------------------------- Initialization seed trial #234 of 1000; initialization seed = 493579459 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 98 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.37767e-05 0.000105601 0.00872182 0 0.000101576 4.96348e-05 4.30816e-05 0.00391362 0.000307974 6.80765e-05 Variance: 2.26652e-06 Variances/cluster: 9.74973e-08 1.00182e-07 0.156503 0 5.65829e-08 8.03088e-08 6.41994e-08 0.00391989 1.71076e-05 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #235 of 1000; initialization seed = 493579460 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 4.59395e-05 1.08283e-34 0.0446389 0.000316083 0.000114735 4.67839e-05 0.000346127 4.07957e-05 3.67128e-05 1.27749e-35 Variance: 7.71338e-06 Variances/cluster: 7.81222e-08 0 0.0422886 4.58717e-07 5.76211e-08 8.44208e-08 3.89309e-07 6.98334e-08 5.98708e-08 0 -------------------------------------------------------------- Initialization seed trial #236 of 1000; initialization seed = 493579461 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 82 BIC score: 514410 Distortion: 0.036745 Distortions/cluster: 0.00391362 5.18241e-05 0.000314009 4.27239e-05 0.0214317 0.0106882 4.66957e-05 9.52901e-05 4.67043e-05 0.000114323 Variance: 6.21744e-06 Variances/cluster: 0.00391989 5.30928e-08 4.79362e-07 7.72522e-08 3.05195e-05 0.197295 4.51126e-08 1.03454e-07 2.74699e-06 1.08949e-07 -------------------------------------------------------------- Initialization seed trial #237 of 1000; initialization seed = 493579462 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 575775 Distortion: 0.00972665 Distortions/cluster: 3.89352e-05 0.000509617 4.63628e-05 0.00872182 0 1.08283e-34 4.07898e-05 4.6908e-05 0.000322216 1.27749e-35 Variance: 1.64579e-06 Variances/cluster: 6.32885e-08 1.81794e-07 6.49282e-08 0.156503 0 0 6.97038e-08 8.44922e-08 5.05793e-07 0 -------------------------------------------------------------- Initialization seed trial #238 of 1000; initialization seed = 493579463 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 70 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 1.27749e-35 0.000101576 4.96348e-05 8.37767e-05 1.08283e-34 0.000105601 0.0446389 4.30816e-05 0.000307974 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 0 5.65829e-08 8.03088e-08 9.74973e-08 0 1.00182e-07 0.0422886 6.41994e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #239 of 1000; initialization seed = 493579464 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 70 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.000307974 4.07184e-05 0.000101576 3.72578e-05 4.96348e-05 4.30816e-05 0.00391362 0.0446389 4.6908e-05 0.00010499 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 6.9701e-08 5.65829e-08 6.07595e-08 8.03088e-08 6.41994e-08 0.00391989 0.0422886 8.44922e-08 9.9697e-08 -------------------------------------------------------------- Initialization seed trial #240 of 1000; initialization seed = 493579465 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 87 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 6.80765e-05 1.08283e-34 0.000307974 4.30816e-05 0.000101576 1.27749e-35 0.0446389 0.000105601 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 7.62086e-08 0 1.71076e-05 6.41994e-08 5.65829e-08 0 0.0422886 1.00182e-07 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #241 of 1000; initialization seed = 493579466 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 1.27749e-35 4.06713e-05 0.000344247 1.08283e-34 0.000115243 0.0003196 3.67128e-05 0.0446389 4.31291e-05 4.6908e-05 Variance: 7.71327e-06 Variances/cluster: 0 6.97398e-08 3.9702e-07 0 5.76447e-08 5.15442e-07 5.98708e-08 0.0422886 6.42703e-08 8.44922e-08 -------------------------------------------------------------- Initialization seed trial #242 of 1000; initialization seed = 493579467 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.08283e-34 0.0446389 6.80765e-05 0.000307974 0.000105601 4.96348e-05 4.30816e-05 8.37767e-05 1.27749e-35 0.000101576 Variance: 7.68167e-06 Variances/cluster: 0 0.0422886 7.62086e-08 1.71076e-05 1.00182e-07 8.03088e-08 6.41994e-08 9.74973e-08 0 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #243 of 1000; initialization seed = 493579468 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 0.000307974 1.08283e-34 1.27749e-35 4.96348e-05 4.30816e-05 0.000105601 8.37767e-05 6.80765e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 1.71076e-05 0 0 8.03088e-08 6.41994e-08 1.00182e-07 9.74973e-08 7.62086e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #244 of 1000; initialization seed = 493579469 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 44 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 0.0446389 0.00391362 4.23198e-05 4.67043e-05 0.000317415 8.37767e-05 4.4522e-05 4.8886e-05 6.80765e-05 9.57657e-05 Variance: 8.34179e-06 Variances/cluster: 0.0422886 0.00391989 6.37292e-08 2.74699e-06 5.34325e-07 9.74973e-08 4.47417e-08 5.13992e-08 7.62086e-08 1.02524e-07 -------------------------------------------------------------- Initialization seed trial #245 of 1000; initialization seed = 493579470 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 84 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 4.96348e-05 1.27749e-35 0.000307974 1.08283e-34 8.37767e-05 4.30816e-05 0.000105601 0.0446389 0.000101576 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 8.03088e-08 0 1.71076e-05 0 9.74973e-08 6.41994e-08 1.00182e-07 0.0422886 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #246 of 1000; initialization seed = 493579471 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 6.80765e-05 1.08283e-34 0.0446389 8.37767e-05 4.96348e-05 1.27749e-35 0.000101576 0.000307974 4.30816e-05 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 7.62086e-08 0 0.0422886 9.74973e-08 8.03088e-08 0 5.65829e-08 1.71076e-05 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #247 of 1000; initialization seed = 493579472 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 69 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.0446389 0.000104435 3.99696e-05 3.64426e-05 4.90368e-05 0.00391362 4.96348e-05 4.30816e-05 0.000101576 0.000307974 Variance: 8.3392e-06 Variances/cluster: 0.0422886 9.92642e-08 6.86544e-08 6.12281e-08 8.51064e-08 0.00391989 8.03088e-08 6.41994e-08 5.65829e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #248 of 1000; initialization seed = 493579473 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 70 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.27749e-35 1.08283e-34 0.000307974 4.96348e-05 0.000101576 8.37767e-05 0.000105601 4.30816e-05 6.80765e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 0 0 1.71076e-05 8.03088e-08 5.65829e-08 9.74973e-08 1.00182e-07 6.41994e-08 7.62086e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #249 of 1000; initialization seed = 493579474 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 501823 Distortion: 0.0492933 Distortions/cluster: 4.30753e-05 0.000104435 0.000101507 4.87393e-05 3.65069e-05 0.0446389 0.0003196 4.67043e-05 0.00391362 4.02031e-05 Variance: 8.34066e-06 Variances/cluster: 6.41901e-08 9.92642e-08 5.65759e-08 8.47371e-08 6.12331e-08 0.0422886 5.15442e-07 2.74699e-06 0.00391989 6.90555e-08 -------------------------------------------------------------- Initialization seed trial #250 of 1000; initialization seed = 493579475 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 1.27749e-35 0.000316083 4.06713e-05 1.08283e-34 3.67128e-05 0.000346127 0.0446389 4.59395e-05 0.000114735 4.6908e-05 Variance: 7.71338e-06 Variances/cluster: 0 4.58717e-07 6.97398e-08 0 5.98708e-08 3.89309e-07 0.0422886 7.81222e-08 5.76211e-08 8.44922e-08 -------------------------------------------------------------- Initialization seed trial #251 of 1000; initialization seed = 493579476 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.0446389 4.67043e-05 0.0003196 6.80765e-05 0.000105601 8.37767e-05 1.08283e-34 1.27749e-35 4.30753e-05 0.000101507 Variance: 7.68312e-06 Variances/cluster: 0.0422886 2.74699e-06 5.15442e-07 7.62086e-08 1.00182e-07 9.74973e-08 0 0 6.41901e-08 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #252 of 1000; initialization seed = 493579477 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 77 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000105601 0.00391362 0 0.00872182 6.80765e-05 0.000101576 4.30816e-05 8.37767e-05 4.96348e-05 0.000307974 Variance: 2.26652e-06 Variances/cluster: 1.00182e-07 0.00391989 0 0.156503 7.62086e-08 5.65829e-08 6.41994e-08 9.74973e-08 8.03088e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #253 of 1000; initialization seed = 493579478 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000105601 0.0446389 4.67043e-05 6.80765e-05 1.08283e-34 1.27749e-35 4.30753e-05 0.000101507 0.0003196 8.37767e-05 Variance: 7.68312e-06 Variances/cluster: 1.00182e-07 0.0422886 2.74699e-06 7.62086e-08 0 0 6.41901e-08 5.65759e-08 5.15442e-07 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #254 of 1000; initialization seed = 493579479 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 96 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 4.31422e-05 0.000307974 4.31034e-05 5.11104e-05 4.64237e-05 0.00391362 9.52741e-05 0.0446389 8.37767e-05 6.80765e-05 Variance: 8.34034e-06 Variances/cluster: 6.53614e-08 1.71076e-05 7.72401e-08 5.27943e-08 4.50675e-08 0.00391989 1.03437e-07 0.0422886 9.74973e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #255 of 1000; initialization seed = 493579480 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 3.73047e-05 0.000307974 4.07957e-05 0.0446389 0.00391362 0.000101576 4.67839e-05 0.00010499 4.96348e-05 4.30816e-05 Variance: 8.3392e-06 Variances/cluster: 6.0737e-08 1.71076e-05 6.98334e-08 0.0422886 0.00391989 5.65829e-08 8.44208e-08 9.9697e-08 8.03088e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #256 of 1000; initialization seed = 493579481 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 63 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 6.80765e-05 4.30202e-05 0.000312393 4.67043e-05 0.00391362 9.52741e-05 0.0446389 5.1514e-05 4.67519e-05 8.37767e-05 Variance: 8.3418e-06 Variances/cluster: 7.62086e-08 6.53746e-08 5.66911e-07 2.74699e-06 0.00391989 1.03437e-07 0.0422886 5.29378e-08 4.51668e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #257 of 1000; initialization seed = 493579482 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 91 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 5.1514e-05 0.00391362 6.80765e-05 9.52741e-05 4.67043e-05 4.30202e-05 8.37767e-05 0.000312393 0.0446389 4.67519e-05 Variance: 8.3418e-06 Variances/cluster: 5.29378e-08 0.00391989 7.62086e-08 1.03437e-07 2.74699e-06 6.53746e-08 9.74973e-08 5.66911e-07 0.0422886 4.51668e-08 -------------------------------------------------------------- Initialization seed trial #258 of 1000; initialization seed = 493579483 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 0.000307974 3.72578e-05 0.000101576 4.07184e-05 0.0446389 4.30816e-05 0.00010499 0.00391362 4.6908e-05 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 1.71076e-05 6.07595e-08 5.65829e-08 6.9701e-08 0.0422886 6.41994e-08 9.9697e-08 0.00391989 8.44922e-08 -------------------------------------------------------------- Initialization seed trial #259 of 1000; initialization seed = 493579484 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 505511 Distortion: 0.0455855 Distortions/cluster: 0.00034554 1.27749e-35 4.90368e-05 3.58899e-05 0.000319065 0.000113839 1.08283e-34 0.0446389 3.99696e-05 4.32004e-05 Variance: 7.71328e-06 Variances/cluster: 3.89087e-07 0 8.51064e-08 6.04009e-08 5.20456e-07 5.74306e-08 0 0.0422886 6.86544e-08 6.41852e-08 -------------------------------------------------------------- Initialization seed trial #260 of 1000; initialization seed = 493579485 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 575774 Distortion: 0.00972664 Distortions/cluster: 1.27749e-35 1.08283e-34 0.00872182 0.000509617 4.90368e-05 0.000322216 3.73179e-05 4.0274e-05 4.63628e-05 0 Variance: 1.64579e-06 Variances/cluster: 0 0 0.156503 1.81794e-07 8.51064e-08 5.05793e-07 6.29101e-08 6.8705e-08 6.49282e-08 0 -------------------------------------------------------------- Initialization seed trial #261 of 1000; initialization seed = 493579486 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 676067 Distortion: 0.00103264 Distortions/cluster: 1.08283e-34 0.000322216 6.93869e-05 0.000510895 8.37767e-05 1.27749e-35 0 4.63628e-05 9.64317e-35 2.37044e-35 Variance: 1.74727e-07 Variances/cluster: 0 5.05793e-07 7.7502e-08 1.8212e-07 9.74973e-08 0 0 6.49282e-08 6.86694e-32 0 -------------------------------------------------------------- Initialization seed trial #262 of 1000; initialization seed = 493579487 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.00391362 8.366e-05 4.94716e-05 0.0446389 9.5956e-05 0.000307974 4.82377e-05 4.4522e-05 6.81933e-05 4.08682e-05 Variance: 8.34034e-06 Variances/cluster: 0.00391989 9.74749e-08 8.03046e-08 0.0422886 1.02398e-07 1.71076e-05 5.11478e-08 4.47417e-08 7.6254e-08 6.32579e-08 -------------------------------------------------------------- Initialization seed trial #263 of 1000; initialization seed = 493579488 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 559267 Distortion: 0.013582 Distortions/cluster: 4.31291e-05 0.000113371 0.00034554 0.00391362 4.90368e-05 0 3.99696e-05 3.58899e-05 0.00872182 0.0003196 Variance: 2.29813e-06 Variances/cluster: 6.42703e-08 5.73393e-08 3.89087e-07 0.00391989 8.51064e-08 0 6.86544e-08 6.04009e-08 0.156503 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #264 of 1000; initialization seed = 493579489 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 60 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.30816e-05 8.37767e-05 0.000307974 0.0446389 0.000101576 4.96348e-05 6.80765e-05 1.08283e-34 0.000105601 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 6.41994e-08 9.74973e-08 1.71076e-05 0.0422886 5.65829e-08 8.03088e-08 7.62086e-08 0 1.00182e-07 0 -------------------------------------------------------------- Initialization seed trial #265 of 1000; initialization seed = 493579490 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 505513 Distortion: 0.0455854 Distortions/cluster: 1.27749e-35 4.32888e-05 3.67128e-05 0.000113915 4.06713e-05 4.6908e-05 0.0446389 0.000319065 1.08283e-34 0.000345962 Variance: 7.71327e-06 Variances/cluster: 0 6.42212e-08 5.98708e-08 5.744e-08 6.97398e-08 8.44922e-08 0.0422886 5.20456e-07 0 3.9e-07 -------------------------------------------------------------- Initialization seed trial #266 of 1000; initialization seed = 493579491 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.27239e-05 4.67043e-05 6.80765e-05 0.0446389 9.48004e-05 4.6718e-05 5.18033e-05 0.00391362 8.37767e-05 0.000313359 Variance: 8.34188e-06 Variances/cluster: 7.72522e-08 2.74699e-06 7.62086e-08 0.0422886 1.03035e-07 4.5047e-08 5.31804e-08 0.00391989 9.74973e-08 4.79102e-07 -------------------------------------------------------------- Initialization seed trial #267 of 1000; initialization seed = 493579492 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.0003196 8.37767e-05 4.30753e-05 1.27749e-35 0.000105601 4.67043e-05 1.08283e-34 0.0446389 0.000101507 6.80765e-05 Variance: 7.68312e-06 Variances/cluster: 5.15442e-07 9.74973e-08 6.41901e-08 0 1.00182e-07 2.74699e-06 0 0.0422886 5.65759e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #268 of 1000; initialization seed = 493579493 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 74 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 8.37767e-05 4.96348e-05 0.000307974 0 0.000105601 0.000101576 0.00872182 6.80765e-05 4.30816e-05 Variance: 2.26652e-06 Variances/cluster: 0.00391989 9.74973e-08 8.03088e-08 1.71076e-05 0 1.00182e-07 5.65829e-08 0.156503 7.62086e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #269 of 1000; initialization seed = 493579494 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 0.00010499 0.0446389 0.00391362 0.0003196 4.6908e-05 4.67043e-05 4.07184e-05 0.000101507 4.30753e-05 3.72578e-05 Variance: 8.34066e-06 Variances/cluster: 9.9697e-08 0.0422886 0.00391989 5.15442e-07 8.44922e-08 2.74699e-06 6.9701e-08 5.65759e-08 6.41901e-08 6.07595e-08 -------------------------------------------------------------- Initialization seed trial #270 of 1000; initialization seed = 493579495 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.000104435 0.00391362 4.79041e-05 4.05237e-05 4.96348e-05 0.0446389 4.30816e-05 0.000307974 0.000101576 3.70165e-05 Variance: 8.3392e-06 Variances/cluster: 9.92642e-08 0.00391989 8.47593e-08 6.92492e-08 8.03088e-08 0.0422886 6.41994e-08 1.71076e-05 5.65829e-08 6.13671e-08 -------------------------------------------------------------- Initialization seed trial #271 of 1000; initialization seed = 493579496 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501320 Distortion: 0.0493005 Distortions/cluster: 4.69939e-05 0.0003133 6.80765e-05 8.37767e-05 9.48004e-05 4.67043e-05 5.15934e-05 0.00391362 0.0446389 4.27239e-05 Variance: 8.34188e-06 Variances/cluster: 4.49661e-08 4.8048e-07 7.62086e-08 9.74973e-08 1.03035e-07 2.74699e-06 5.32933e-08 0.00391989 0.0422886 7.72522e-08 -------------------------------------------------------------- Initialization seed trial #272 of 1000; initialization seed = 493579497 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501324 Distortion: 0.0493005 Distortions/cluster: 6.80765e-05 0.000312985 8.37767e-05 4.82118e-05 4.67043e-05 5.0988e-05 0.0446389 9.46461e-05 0.00391362 4.2613e-05 Variance: 8.34189e-06 Variances/cluster: 7.62086e-08 4.82217e-07 9.74973e-08 4.52227e-08 2.74699e-06 5.32733e-08 0.0422886 1.03203e-07 0.00391989 7.76131e-08 -------------------------------------------------------------- Initialization seed trial #273 of 1000; initialization seed = 493579498 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00872182 0 4.30816e-05 8.37767e-05 0.000101576 0.00391362 4.96348e-05 6.80765e-05 0.000307974 0.000105601 Variance: 2.26652e-06 Variances/cluster: 0.156503 0 6.41994e-08 9.74973e-08 5.65829e-08 0.00391989 8.03088e-08 7.62086e-08 1.71076e-05 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #274 of 1000; initialization seed = 493579499 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 8.37767e-05 0.000105601 1.27749e-35 0.0446389 4.30753e-05 4.67043e-05 0.000101507 0.0003196 6.80765e-05 1.08283e-34 Variance: 7.68312e-06 Variances/cluster: 9.74973e-08 1.00182e-07 0 0.0422886 6.41901e-08 2.74699e-06 5.65759e-08 5.15442e-07 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #275 of 1000; initialization seed = 493579500 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 501829 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 4.05825e-05 0.00391362 0.000307974 0.00010499 4.30816e-05 0.000101576 4.75489e-05 3.67534e-05 0.0446389 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 6.94685e-08 0.00391989 1.71076e-05 9.9697e-08 6.41994e-08 5.65829e-08 8.47307e-08 6.05294e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #276 of 1000; initialization seed = 493579501 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 83 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 0.000307974 0.000101576 0.000105601 1.08283e-34 4.96348e-05 1.27749e-35 4.30816e-05 8.37767e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 1.71076e-05 5.65829e-08 1.00182e-07 0 8.03088e-08 0 6.41994e-08 9.74973e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #277 of 1000; initialization seed = 493579502 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 4.8886e-05 0.0446389 9.57657e-05 4.67043e-05 0.00391362 6.81933e-05 4.23198e-05 4.4522e-05 0.000317415 8.366e-05 Variance: 8.34179e-06 Variances/cluster: 5.13992e-08 0.0422886 1.02524e-07 2.74699e-06 0.00391989 7.6254e-08 6.37292e-08 4.47417e-08 5.34325e-07 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #278 of 1000; initialization seed = 493579503 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 4.07957e-05 0.00872182 0.0003196 4.31291e-05 0.000115243 0 4.67839e-05 0.000344247 0.00391362 3.67128e-05 Variance: 2.29813e-06 Variances/cluster: 6.98334e-08 0.156503 5.15442e-07 6.42703e-08 5.76447e-08 0 8.44208e-08 3.9702e-07 0.00391989 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #279 of 1000; initialization seed = 493579504 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 47 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 4.30816e-05 1.27749e-35 4.96348e-05 0.0446389 6.80765e-05 0.000307974 1.08283e-34 0.000105601 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 6.41994e-08 0 8.03088e-08 0.0422886 7.62086e-08 1.71076e-05 0 1.00182e-07 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #280 of 1000; initialization seed = 493579505 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 1.27749e-35 0.0003196 0.000344247 0.000115243 4.31291e-05 1.08283e-34 4.67839e-05 0.0446389 4.07957e-05 3.67128e-05 Variance: 7.71327e-06 Variances/cluster: 0 5.15442e-07 3.9702e-07 5.76447e-08 6.42703e-08 0 8.44208e-08 0.0422886 6.98334e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #281 of 1000; initialization seed = 493579506 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 4.8886e-05 9.57657e-05 4.4522e-05 0.000317415 8.37767e-05 4.23198e-05 0.00391362 6.80765e-05 0.0446389 4.67043e-05 Variance: 8.34179e-06 Variances/cluster: 5.13992e-08 1.02524e-07 4.47417e-08 5.34325e-07 9.74973e-08 6.37292e-08 0.00391989 7.62086e-08 0.0422886 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #282 of 1000; initialization seed = 493579507 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 8.366e-05 0.000101576 6.81933e-05 1.08283e-34 0.000307974 1.27749e-35 4.96348e-05 4.30816e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 9.74749e-08 5.65829e-08 7.6254e-08 0 1.71076e-05 0 8.03088e-08 6.41994e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #283 of 1000; initialization seed = 493579508 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 501300 Distortion: 0.0492914 Distortions/cluster: 4.3035e-05 0.00391362 4.98834e-05 0.000307974 0.0446389 4.44505e-05 4.59767e-05 6.80765e-05 8.37767e-05 9.56599e-05 Variance: 8.34033e-06 Variances/cluster: 6.49039e-08 0.00391989 5.17944e-08 1.71076e-05 0.0422886 4.47148e-08 7.85864e-08 7.62086e-08 9.74973e-08 1.0263e-07 -------------------------------------------------------------- Initialization seed trial #284 of 1000; initialization seed = 493579509 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 5.11104e-05 8.37767e-05 0.00391362 9.52741e-05 0.000307974 6.80765e-05 4.31422e-05 0.0446389 4.64237e-05 4.31034e-05 Variance: 8.34034e-06 Variances/cluster: 5.27943e-08 9.74973e-08 0.00391989 1.03437e-07 1.71076e-05 7.62086e-08 6.53614e-08 0.0422886 4.50675e-08 7.72401e-08 -------------------------------------------------------------- Initialization seed trial #285 of 1000; initialization seed = 493579510 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.000307974 9.57657e-05 4.91981e-05 6.81933e-05 0.00391362 4.22437e-05 0.0446389 8.366e-05 4.45648e-05 4.72422e-05 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 1.02524e-07 5.15647e-08 7.6254e-08 0.00391989 6.36145e-08 0.0422886 9.74749e-08 4.47847e-08 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #286 of 1000; initialization seed = 493579511 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 605368 Distortion: 0.00488835 Distortions/cluster: 0.000114735 0 4.73916e-05 0.000346127 2.37044e-35 9.64317e-35 0.00391362 6.80765e-05 8.37767e-05 0.000314626 Variance: 8.27133e-07 Variances/cluster: 5.76211e-08 0 8.0047e-08 3.89309e-07 0 6.86694e-32 0.00391989 7.62086e-08 9.74973e-08 4.59269e-07 -------------------------------------------------------------- Initialization seed trial #287 of 1000; initialization seed = 493579512 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 560355 Distortion: 0.0134038 Distortions/cluster: 0.000101576 0.00391362 8.366e-05 4.67043e-05 0 0.000105601 4.35454e-05 0.00872182 6.81933e-05 0.000319065 Variance: 2.26798e-06 Variances/cluster: 5.65829e-08 0.00391989 9.74749e-08 2.74699e-06 0 1.00182e-07 6.43155e-08 0.156503 7.6254e-08 5.20456e-07 -------------------------------------------------------------- Initialization seed trial #288 of 1000; initialization seed = 493579513 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 46 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.6908e-05 4.07184e-05 0.000307974 4.96348e-05 0.00010499 4.30816e-05 3.72578e-05 0.000101576 0.00391362 0.0446389 Variance: 8.3392e-06 Variances/cluster: 8.44922e-08 6.9701e-08 1.71076e-05 8.03088e-08 9.9697e-08 6.41994e-08 6.07595e-08 5.65829e-08 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #289 of 1000; initialization seed = 493579514 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 501822 Distortion: 0.0492933 Distortions/cluster: 3.99696e-05 0.000104435 3.64426e-05 0.000101507 0.0446389 4.30753e-05 0.0003196 4.90368e-05 4.67043e-05 0.00391362 Variance: 8.34066e-06 Variances/cluster: 6.86544e-08 9.92642e-08 6.12281e-08 5.65759e-08 0.0422886 6.41901e-08 5.15442e-07 8.51064e-08 2.74699e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #290 of 1000; initialization seed = 493579515 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 501301 Distortion: 0.0492914 Distortions/cluster: 0.000307974 4.44505e-05 4.38445e-05 9.56599e-05 0.0446389 4.51673e-05 4.98834e-05 0.00391362 8.366e-05 6.81933e-05 Variance: 8.34033e-06 Variances/cluster: 1.71076e-05 4.47148e-08 6.56299e-08 1.0263e-07 0.0422886 7.78684e-08 5.17944e-08 0.00391989 9.74749e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #291 of 1000; initialization seed = 493579516 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 47 BIC score: 511477 Distortion: 0.0403015 Distortions/cluster: 0.0356196 0.000105601 4.30753e-05 4.67043e-05 2.37044e-35 0.00391362 0.0003196 8.37767e-05 6.80765e-05 0.000101507 Variance: 6.81921e-06 Variances/cluster: 0.035575 1.00182e-07 6.41901e-08 2.74699e-06 0 0.00391989 5.15442e-07 9.74973e-08 7.62086e-08 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #292 of 1000; initialization seed = 493579517 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 69 BIC score: 501322 Distortion: 0.0492914 Distortions/cluster: 0.00391362 8.37767e-05 9.89379e-05 5.10422e-05 4.31034e-05 4.31422e-05 6.80765e-05 0.000304149 0.0446389 4.66706e-05 Variance: 8.34035e-06 Variances/cluster: 0.00391989 9.74973e-08 1.07648e-07 5.27784e-08 7.72401e-08 6.53614e-08 7.62086e-08 1.78889e-05 0.0422886 4.51319e-08 -------------------------------------------------------------- Initialization seed trial #293 of 1000; initialization seed = 493579518 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000101507 1.08283e-34 4.67043e-05 6.80765e-05 0.0446389 4.30753e-05 8.37767e-05 1.27749e-35 0.0003196 0.000105601 Variance: 7.68312e-06 Variances/cluster: 5.65759e-08 0 2.74699e-06 7.62086e-08 0.0422886 6.41901e-08 9.74973e-08 0 5.15442e-07 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #294 of 1000; initialization seed = 493579519 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 65 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 4.30816e-05 3.99696e-05 0.000307974 0.00391362 0.0446389 0.000104435 4.90368e-05 4.96348e-05 0.000101576 3.64426e-05 Variance: 8.3392e-06 Variances/cluster: 6.41994e-08 6.86544e-08 1.71076e-05 0.00391989 0.0422886 9.92642e-08 8.51064e-08 8.03088e-08 5.65829e-08 6.12281e-08 -------------------------------------------------------------- Initialization seed trial #295 of 1000; initialization seed = 493579520 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 99 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.00391362 4.27239e-05 4.67043e-05 4.66957e-05 6.80765e-05 0.0446389 5.18241e-05 0.000313359 9.48004e-05 8.37767e-05 Variance: 8.34188e-06 Variances/cluster: 0.00391989 7.72522e-08 2.74699e-06 4.51126e-08 7.62086e-08 0.0422886 5.30928e-08 4.79102e-07 1.03035e-07 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #296 of 1000; initialization seed = 493579521 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 0.0446389 0.00010499 4.6908e-05 4.30753e-05 4.07184e-05 3.72578e-05 4.67043e-05 0.00391362 0.0003196 0.000101507 Variance: 8.34066e-06 Variances/cluster: 0.0422886 9.9697e-08 8.44922e-08 6.41901e-08 6.9701e-08 6.07595e-08 2.74699e-06 0.00391989 5.15442e-07 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #297 of 1000; initialization seed = 493579522 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 6.80765e-05 9.57657e-05 8.37767e-05 4.91981e-05 4.45648e-05 0.00391362 0.000307974 4.72422e-05 0.0446389 4.22437e-05 Variance: 8.34034e-06 Variances/cluster: 7.62086e-08 1.02524e-07 9.74973e-08 5.15647e-08 4.47847e-08 0.00391989 1.71076e-05 8.00651e-08 0.0422886 6.36145e-08 -------------------------------------------------------------- Initialization seed trial #298 of 1000; initialization seed = 493579523 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 96 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.27749e-35 8.37767e-05 4.96348e-05 4.30816e-05 0.000101576 6.80765e-05 0.000307974 1.08283e-34 0.0446389 0.000105601 Variance: 7.68167e-06 Variances/cluster: 0 9.74973e-08 8.03088e-08 6.41994e-08 5.65829e-08 7.62086e-08 1.71076e-05 0 0.0422886 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #299 of 1000; initialization seed = 493579524 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 515025 Distortion: 0.0362297 Distortions/cluster: 0.000307974 0.0102945 0 4.31034e-05 5.11104e-05 0.0214334 4.37871e-05 0.00391362 4.64237e-05 9.57635e-05 Variance: 6.13023e-06 Variances/cluster: 1.71076e-05 9.88536e-06 0 7.72401e-08 5.27943e-08 3.0178e-05 6.6238e-08 0.00391989 4.50675e-08 1.03856e-07 -------------------------------------------------------------- Initialization seed trial #300 of 1000; initialization seed = 493579525 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 73 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.00010499 4.07184e-05 4.30816e-05 3.72578e-05 4.96348e-05 0.0446389 0.000307974 4.6908e-05 0.00391362 0.000101576 Variance: 8.3392e-06 Variances/cluster: 9.9697e-08 6.9701e-08 6.41994e-08 6.07595e-08 8.03088e-08 0.0422886 1.71076e-05 8.44922e-08 0.00391989 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #301 of 1000; initialization seed = 493579526 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 58 BIC score: 505523 Distortion: 0.0455861 Distortions/cluster: 0.00034554 4.90368e-05 0.000114735 1.08283e-34 1.27749e-35 0.000316083 3.99696e-05 4.59395e-05 0.0446389 3.58899e-05 Variance: 7.71339e-06 Variances/cluster: 3.89087e-07 8.51064e-08 5.76211e-08 0 0 4.58717e-07 6.86544e-08 7.81222e-08 0.0422886 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #302 of 1000; initialization seed = 493579527 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 82 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 0.00391362 0.000307974 5.11104e-05 9.52741e-05 8.37767e-05 4.31034e-05 0.0446389 6.80765e-05 4.31422e-05 4.64237e-05 Variance: 8.34034e-06 Variances/cluster: 0.00391989 1.71076e-05 5.27943e-08 1.03437e-07 9.74973e-08 7.72401e-08 0.0422886 7.62086e-08 6.53614e-08 4.50675e-08 -------------------------------------------------------------- Initialization seed trial #303 of 1000; initialization seed = 493579528 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 16 BIC score: 506181 Distortion: 0.0454073 Distortions/cluster: 4.67043e-05 0.000319065 6.81933e-05 1.08283e-34 0.0446389 8.366e-05 4.35454e-05 0.000101576 1.27749e-35 0.000105601 Variance: 7.68312e-06 Variances/cluster: 2.74699e-06 5.20456e-07 7.6254e-08 0 0.0422886 9.74749e-08 6.43155e-08 5.65829e-08 0 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #304 of 1000; initialization seed = 493579529 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 502748 Distortion: 0.049051 Distortions/cluster: 0.0446389 4.67043e-05 4.81569e-35 8.37767e-05 6.80765e-05 4.30816e-05 0.000105601 4.96348e-05 0.00391362 0.000101576 Variance: 8.29966e-06 Variances/cluster: 0.0422886 2.74699e-06 2.67973e-31 9.74973e-08 7.62086e-08 6.41994e-08 1.00182e-07 8.03088e-08 0.00391989 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #305 of 1000; initialization seed = 493579530 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 514390 Distortion: 0.0367359 Distortions/cluster: 4.88408e-05 0.00391362 0.0106882 4.72422e-05 4.4522e-05 9.6512e-05 4.3027e-05 0.000114171 0.000307974 0.0214319 Variance: 6.21589e-06 Variances/cluster: 5.146e-08 0.00391989 0.197295 8.00651e-08 4.47417e-08 1.02772e-07 6.45995e-08 1.08907e-07 1.71076e-05 3.04763e-05 -------------------------------------------------------------- Initialization seed trial #306 of 1000; initialization seed = 493579531 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 502748 Distortion: 0.049051 Distortions/cluster: 4.30816e-05 4.81569e-35 0.000101576 0.00391362 0.000105601 4.67043e-05 4.96348e-05 6.81933e-05 8.366e-05 0.0446389 Variance: 8.29966e-06 Variances/cluster: 6.41994e-08 2.67973e-31 5.65829e-08 0.00391989 1.00182e-07 2.74699e-06 8.03088e-08 7.6254e-08 9.74749e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #307 of 1000; initialization seed = 493579532 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 4.30753e-05 0.000101507 0.0003196 0.00391362 4.67043e-05 4.07184e-05 4.6908e-05 0.00010499 0.0446389 3.72578e-05 Variance: 8.34066e-06 Variances/cluster: 6.41901e-08 5.65759e-08 5.15442e-07 0.00391989 2.74699e-06 6.9701e-08 8.44922e-08 9.9697e-08 0.0422886 6.07595e-08 -------------------------------------------------------------- Initialization seed trial #308 of 1000; initialization seed = 493579533 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 41 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 1.08283e-34 3.67128e-05 0.000344247 0.0003196 0.000115243 4.67839e-05 4.07957e-05 0.0446389 4.31291e-05 1.27749e-35 Variance: 7.71327e-06 Variances/cluster: 0 5.98708e-08 3.9702e-07 5.15442e-07 5.76447e-08 8.44208e-08 6.98334e-08 0.0422886 6.42703e-08 0 -------------------------------------------------------------- Initialization seed trial #309 of 1000; initialization seed = 493579534 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 514408 Distortion: 0.036736 Distortions/cluster: 4.31034e-05 0.0106882 0.000112795 4.37871e-05 0.0214332 9.57635e-05 5.11104e-05 4.64237e-05 0.000307974 0.00391362 Variance: 6.2159e-06 Variances/cluster: 7.72401e-08 0.197295 1.08422e-07 6.6238e-08 3.01353e-05 1.03856e-07 5.27943e-08 4.50675e-08 1.71076e-05 0.00391989 -------------------------------------------------------------- Initialization seed trial #310 of 1000; initialization seed = 493579535 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 4.07184e-05 0.0446389 3.72578e-05 4.30753e-05 0.00391362 0.0003196 4.67043e-05 0.00010499 4.6908e-05 0.000101507 Variance: 8.34066e-06 Variances/cluster: 6.9701e-08 0.0422886 6.07595e-08 6.41901e-08 0.00391989 5.15442e-07 2.74699e-06 9.9697e-08 8.44922e-08 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #311 of 1000; initialization seed = 493579536 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 4.67043e-05 6.81933e-05 4.23198e-05 0.000317415 8.366e-05 4.8886e-05 0.00391362 4.4522e-05 9.57657e-05 0.0446389 Variance: 8.34179e-06 Variances/cluster: 2.74699e-06 7.6254e-08 6.37292e-08 5.34325e-07 9.74749e-08 5.13992e-08 0.00391989 4.47417e-08 1.02524e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #312 of 1000; initialization seed = 493579537 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 81 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000105601 0.00872182 0.000307974 8.37767e-05 6.80765e-05 0.000101576 4.30816e-05 4.96348e-05 0 0.00391362 Variance: 2.26652e-06 Variances/cluster: 1.00182e-07 0.156503 1.71076e-05 9.74973e-08 7.62086e-08 5.65829e-08 6.41994e-08 8.03088e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #313 of 1000; initialization seed = 493579538 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 559285 Distortion: 0.0135826 Distortions/cluster: 4.67839e-05 0.00391362 0.000346127 0.000114735 3.67128e-05 4.07957e-05 4.59395e-05 0.00872182 0.000316083 0 Variance: 2.29824e-06 Variances/cluster: 8.44208e-08 0.00391989 3.89309e-07 5.76211e-08 5.98708e-08 6.98334e-08 7.81222e-08 0.156503 4.58717e-07 0 -------------------------------------------------------------- Initialization seed trial #314 of 1000; initialization seed = 493579539 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 65 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 8.37767e-05 9.52741e-05 5.11104e-05 0.0446389 4.31422e-05 4.64237e-05 6.80765e-05 0.00391362 4.31034e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 9.74973e-08 1.03437e-07 5.27943e-08 0.0422886 6.53614e-08 4.50675e-08 7.62086e-08 0.00391989 7.72401e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #315 of 1000; initialization seed = 493579540 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.0003196 1.08283e-34 6.81933e-05 0.000115243 0.000344247 1.27749e-35 0.00872182 8.366e-05 0 4.31291e-05 Variance: 1.64059e-06 Variances/cluster: 5.15442e-07 0 7.6254e-08 5.76447e-08 3.9702e-07 0 0.156503 9.74749e-08 0 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #316 of 1000; initialization seed = 493579541 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 1.08283e-34 4.67839e-05 4.31291e-05 0.0446389 0.000344247 4.07957e-05 1.27749e-35 0.000115243 0.0003196 3.67128e-05 Variance: 7.71327e-06 Variances/cluster: 0 8.44208e-08 6.42703e-08 0.0422886 3.9702e-07 6.98334e-08 0 5.76447e-08 5.15442e-07 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #317 of 1000; initialization seed = 493579542 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.30816e-05 0.00872182 0 0.000307974 0.000105601 4.96348e-05 0.00391362 6.80765e-05 8.37767e-05 0.000101576 Variance: 2.26652e-06 Variances/cluster: 6.41994e-08 0.156503 0 1.71076e-05 1.00182e-07 8.03088e-08 0.00391989 7.62086e-08 9.74973e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #318 of 1000; initialization seed = 493579543 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 74 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.00391362 5.18241e-05 8.37767e-05 0.0446389 6.80765e-05 0.000313359 4.66957e-05 4.27239e-05 4.67043e-05 9.48004e-05 Variance: 8.34188e-06 Variances/cluster: 0.00391989 5.30928e-08 9.74973e-08 0.0422886 7.62086e-08 4.79102e-07 4.51126e-08 7.72522e-08 2.74699e-06 1.03035e-07 -------------------------------------------------------------- Initialization seed trial #319 of 1000; initialization seed = 493579544 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 67 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 1.08283e-34 1.27749e-35 6.80765e-05 0.000101576 0.000307974 0.0446389 8.37767e-05 4.30816e-05 4.96348e-05 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 0 0 7.62086e-08 5.65829e-08 1.71076e-05 0.0422886 9.74973e-08 6.41994e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #320 of 1000; initialization seed = 493579545 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00872182 0.000101576 0.00391362 6.81933e-05 0.000307974 4.30816e-05 0.000105601 0 8.366e-05 4.96348e-05 Variance: 2.26653e-06 Variances/cluster: 0.156503 5.65829e-08 0.00391989 7.6254e-08 1.71076e-05 6.41994e-08 1.00182e-07 0 9.74749e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #321 of 1000; initialization seed = 493579546 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 676019 Distortion: 0.00101818 Distortions/cluster: 0.000140599 0.000374615 0.000351114 0 1.27749e-35 8.37767e-05 1.08283e-34 9.64317e-35 6.80765e-05 2.37044e-35 Variance: 1.72281e-07 Variances/cluster: 6.41358e-08 3.53382e-07 3.87508e-07 0 0 9.74973e-08 0 6.86694e-32 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #322 of 1000; initialization seed = 493579547 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 4.30753e-05 4.67043e-05 8.366e-05 0.000105601 0 0.00391362 6.81933e-05 0.000101507 0.00872182 0.0003196 Variance: 2.26798e-06 Variances/cluster: 6.41901e-08 2.74699e-06 9.74749e-08 1.00182e-07 0 0.00391989 7.6254e-08 5.65759e-08 0.156503 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #323 of 1000; initialization seed = 493579548 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.37767e-05 0.000105601 0.00391362 0 0.000101576 0.000307974 4.30816e-05 4.96348e-05 6.80765e-05 0.00872182 Variance: 2.26652e-06 Variances/cluster: 9.74973e-08 1.00182e-07 0.00391989 0 5.65829e-08 1.71076e-05 6.41994e-08 8.03088e-08 7.62086e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #324 of 1000; initialization seed = 493579549 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 511248 Distortion: 0.0405131 Distortions/cluster: 0.000140422 3.40573e-05 0.000350635 2.37044e-35 0.000373689 0.00391362 2.20399e-05 0.0356196 2.57875e-05 3.33079e-05 Variance: 6.85501e-06 Variances/cluster: 6.42012e-08 7.45001e-08 3.84433e-07 0 3.53843e-07 0.00391989 4.85304e-08 0.035575 6.05141e-08 8.00416e-08 -------------------------------------------------------------- Initialization seed trial #325 of 1000; initialization seed = 493579550 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.0446389 6.81933e-05 4.08682e-05 4.82377e-05 0.00391362 0.000307974 9.5956e-05 4.94716e-05 8.366e-05 4.4522e-05 Variance: 8.34034e-06 Variances/cluster: 0.0422886 7.6254e-08 6.32579e-08 5.11478e-08 0.00391989 1.71076e-05 1.02398e-07 8.03046e-08 9.74749e-08 4.47417e-08 -------------------------------------------------------------- Initialization seed trial #326 of 1000; initialization seed = 493579551 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 4.30816e-05 4.90368e-05 0.00391362 0.000104435 0.000101576 0.0446389 4.0274e-05 3.61391e-05 0.000307974 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 6.41994e-08 8.51064e-08 0.00391989 9.92642e-08 5.65829e-08 0.0422886 6.8705e-08 6.1129e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #327 of 1000; initialization seed = 493579552 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000307974 0.000101576 0.000105601 0.00391362 4.30816e-05 6.80765e-05 0 8.37767e-05 0.00872182 4.96348e-05 Variance: 2.26652e-06 Variances/cluster: 1.71076e-05 5.65829e-08 1.00182e-07 0.00391989 6.41994e-08 7.62086e-08 0 9.74973e-08 0.156503 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #328 of 1000; initialization seed = 493579553 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 560355 Distortion: 0.0134038 Distortions/cluster: 0.00872182 0.000319065 8.366e-05 4.67043e-05 6.81933e-05 0 0.000105601 0.000101576 4.35454e-05 0.00391362 Variance: 2.26798e-06 Variances/cluster: 0.156503 5.20456e-07 9.74749e-08 2.74699e-06 7.6254e-08 0 1.00182e-07 5.65829e-08 6.43155e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #329 of 1000; initialization seed = 493579554 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 4.30202e-05 8.37767e-05 5.1514e-05 0.00391362 0.0446389 6.80765e-05 0.000312393 4.67043e-05 4.67519e-05 9.52741e-05 Variance: 8.3418e-06 Variances/cluster: 6.53746e-08 9.74973e-08 5.29378e-08 0.00391989 0.0422886 7.62086e-08 5.66911e-07 2.74699e-06 4.51668e-08 1.03437e-07 -------------------------------------------------------------- Initialization seed trial #330 of 1000; initialization seed = 493579555 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 76 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.00391362 4.30816e-05 4.96348e-05 0.000307974 0.000101576 0.00010499 3.72578e-05 4.07184e-05 0.0446389 4.6908e-05 Variance: 8.3392e-06 Variances/cluster: 0.00391989 6.41994e-08 8.03088e-08 1.71076e-05 5.65829e-08 9.9697e-08 6.07595e-08 6.9701e-08 0.0422886 8.44922e-08 -------------------------------------------------------------- Initialization seed trial #331 of 1000; initialization seed = 493579556 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 97 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 6.80765e-05 9.48004e-05 4.27239e-05 5.18241e-05 8.37767e-05 4.67043e-05 4.66957e-05 0.000313359 0.0446389 0.00391362 Variance: 8.34188e-06 Variances/cluster: 7.62086e-08 1.03035e-07 7.72522e-08 5.30928e-08 9.74973e-08 2.74699e-06 4.51126e-08 4.79102e-07 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #332 of 1000; initialization seed = 493579557 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 62 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 6.80765e-05 0.000105601 4.96348e-05 4.30816e-05 0.0446389 8.37767e-05 1.27749e-35 1.08283e-34 0.000307974 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 7.62086e-08 1.00182e-07 8.03088e-08 6.41994e-08 0.0422886 9.74973e-08 0 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #333 of 1000; initialization seed = 493579558 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 4.67839e-05 0.000115243 0 0.00872182 0.0003196 4.31291e-05 0.000344247 4.07957e-05 3.67128e-05 0.00391362 Variance: 2.29813e-06 Variances/cluster: 8.44208e-08 5.76447e-08 0 0.156503 5.15442e-07 6.42703e-08 3.9702e-07 6.98334e-08 5.98708e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #334 of 1000; initialization seed = 493579559 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 56 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 0 0.000106086 0.00998646 0.0214317 0.000307974 0.000101507 4.37837e-05 1.27749e-35 0.000114323 4.96348e-05 Variance: 5.43849e-06 Variances/cluster: 0 1.00547e-07 0.185417 3.05195e-05 1.71076e-05 5.65759e-08 6.50518e-08 0 1.08949e-07 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #335 of 1000; initialization seed = 493579560 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 0.000317415 4.8886e-05 0.00391362 8.366e-05 4.67043e-05 9.57657e-05 6.81933e-05 4.4522e-05 4.23198e-05 0.0446389 Variance: 8.34179e-06 Variances/cluster: 5.34325e-07 5.13992e-08 0.00391989 9.74749e-08 2.74699e-06 1.02524e-07 7.6254e-08 4.47417e-08 6.37292e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #336 of 1000; initialization seed = 493579561 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 3.67128e-05 0.000346127 4.06713e-05 0.000316083 0.000114735 1.08283e-34 0.0446389 4.59395e-05 4.6908e-05 1.27749e-35 Variance: 7.71338e-06 Variances/cluster: 5.98708e-08 3.89309e-07 6.97398e-08 4.58717e-07 5.76211e-08 0 0.0422886 7.81222e-08 8.44922e-08 0 -------------------------------------------------------------- Initialization seed trial #337 of 1000; initialization seed = 493579562 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 40 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 0.000307974 4.96348e-05 4.30816e-05 6.81933e-05 0.000105601 0 0.000101576 0.00872182 8.366e-05 Variance: 2.26653e-06 Variances/cluster: 0.00391989 1.71076e-05 8.03088e-08 6.41994e-08 7.6254e-08 1.00182e-07 0 5.65829e-08 0.156503 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #338 of 1000; initialization seed = 493579563 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 559275 Distortion: 0.013582 Distortions/cluster: 0.00391362 0.000319065 4.67839e-05 0.000345962 3.67128e-05 0 4.07957e-05 0.000113915 4.32888e-05 0.00872182 Variance: 2.29813e-06 Variances/cluster: 0.00391989 5.20456e-07 8.44208e-08 3.9e-07 5.98708e-08 0 6.98334e-08 5.744e-08 6.42212e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #339 of 1000; initialization seed = 493579564 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000101507 4.67043e-05 1.08283e-34 0.000105601 8.37767e-05 4.30753e-05 1.27749e-35 6.80765e-05 0.0446389 0.0003196 Variance: 7.68312e-06 Variances/cluster: 5.65759e-08 2.74699e-06 0 1.00182e-07 9.74973e-08 6.41901e-08 0 7.62086e-08 0.0422886 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #340 of 1000; initialization seed = 493579565 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 79 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.00391362 4.30816e-05 0.000101576 4.96348e-05 0.000104435 3.64426e-05 3.99696e-05 0.0446389 0.000307974 4.90368e-05 Variance: 8.3392e-06 Variances/cluster: 0.00391989 6.41994e-08 5.65829e-08 8.03088e-08 9.92642e-08 6.12281e-08 6.86544e-08 0.0422886 1.71076e-05 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #341 of 1000; initialization seed = 493579566 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 0 3.67128e-05 0.00391362 4.07957e-05 4.67839e-05 4.31291e-05 0.000115243 0.00872182 0.000344247 0.0003196 Variance: 2.29813e-06 Variances/cluster: 0 5.98708e-08 0.00391989 6.98334e-08 8.44208e-08 6.42703e-08 5.76447e-08 0.156503 3.9702e-07 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #342 of 1000; initialization seed = 493579567 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 501438 Distortion: 0.0494857 Distortions/cluster: 4.59395e-05 1.96059e-05 2.36116e-05 0.00034554 0.0446389 0.00391362 3.39478e-05 0.000316083 3.37267e-05 0.000114735 Variance: 8.37322e-06 Variances/cluster: 7.81222e-08 6.42612e-08 6.96288e-08 3.89087e-07 0.0422886 0.00391989 6.00649e-08 4.58717e-07 6.22065e-08 5.76211e-08 -------------------------------------------------------------- Initialization seed trial #343 of 1000; initialization seed = 493579568 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 505519 Distortion: 0.0455861 Distortions/cluster: 1.08283e-34 1.27749e-35 0.00034554 0.000114485 0.000313621 3.58899e-05 4.86539e-05 4.90368e-05 0.0446389 3.99696e-05 Variance: 7.71339e-06 Variances/cluster: 0 0 3.89087e-07 5.75533e-08 4.66658e-07 6.04009e-08 8.01483e-08 8.51064e-08 0.0422886 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #344 of 1000; initialization seed = 493579569 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 76 BIC score: 514926 Distortion: 0.0362902 Distortions/cluster: 4.67043e-05 4.44554e-05 0.00031533 0 4.66957e-05 0.00391362 6.9315e-05 9.48004e-05 5.18241e-05 0.0317075 Variance: 6.14048e-06 Variances/cluster: 2.74699e-06 7.98058e-08 4.79183e-07 0 4.51126e-08 0.00391989 7.74218e-08 1.03035e-07 5.30928e-08 3.72887e-05 -------------------------------------------------------------- Initialization seed trial #345 of 1000; initialization seed = 493579570 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 8.37767e-05 0.0003196 4.30753e-05 1.27749e-35 0.0446389 1.08283e-34 0.000105601 0.000101507 6.80765e-05 4.67043e-05 Variance: 7.68312e-06 Variances/cluster: 9.74973e-08 5.15442e-07 6.41901e-08 0 0.0422886 0 1.00182e-07 5.65759e-08 7.62086e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #346 of 1000; initialization seed = 493579571 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 505511 Distortion: 0.0455855 Distortions/cluster: 0.0446389 3.58899e-05 1.27749e-35 0.000113839 0.000319065 3.99696e-05 1.08283e-34 4.90368e-05 4.32004e-05 0.00034554 Variance: 7.71328e-06 Variances/cluster: 0.0422886 6.04009e-08 0 5.74306e-08 5.20456e-07 6.86544e-08 0 8.51064e-08 6.41852e-08 3.89087e-07 -------------------------------------------------------------- Initialization seed trial #347 of 1000; initialization seed = 493579572 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 4.8886e-05 9.57657e-05 0.000317415 6.80765e-05 4.23198e-05 4.4522e-05 8.37767e-05 0.00391362 4.67043e-05 0.0446389 Variance: 8.34179e-06 Variances/cluster: 5.13992e-08 1.02524e-07 5.34325e-07 7.62086e-08 6.37292e-08 4.47417e-08 9.74973e-08 0.00391989 2.74699e-06 0.0422886 -------------------------------------------------------------- Initialization seed trial #348 of 1000; initialization seed = 493579573 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.00391362 0.0446389 4.22437e-05 0.000307974 4.45648e-05 9.57657e-05 6.80765e-05 8.37767e-05 4.72422e-05 4.91981e-05 Variance: 8.34034e-06 Variances/cluster: 0.00391989 0.0422886 6.36145e-08 1.71076e-05 4.47847e-08 1.02524e-07 7.62086e-08 9.74973e-08 8.00651e-08 5.15647e-08 -------------------------------------------------------------- Initialization seed trial #349 of 1000; initialization seed = 493579574 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.0003196 8.37767e-05 6.80765e-05 0.000344247 0.00872182 1.08283e-34 0 0.000115243 1.27749e-35 4.31291e-05 Variance: 1.64059e-06 Variances/cluster: 5.15442e-07 9.74973e-08 7.62086e-08 3.9702e-07 0.156503 0 0 5.76447e-08 0 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #350 of 1000; initialization seed = 493579575 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 0.0003196 0.000105601 0.000101507 0 8.37767e-05 6.80765e-05 0.00391362 0.00872182 4.30753e-05 4.67043e-05 Variance: 2.26798e-06 Variances/cluster: 5.15442e-07 1.00182e-07 5.65759e-08 0 9.74973e-08 7.62086e-08 0.00391989 0.156503 6.41901e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #351 of 1000; initialization seed = 493579576 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.000307974 6.81933e-05 4.82377e-05 0.00391362 8.366e-05 4.08682e-05 0.0446389 9.5956e-05 4.4522e-05 4.94716e-05 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 7.6254e-08 5.11478e-08 0.00391989 9.74749e-08 6.32579e-08 0.0422886 1.02398e-07 4.47417e-08 8.03046e-08 -------------------------------------------------------------- Initialization seed trial #352 of 1000; initialization seed = 493579577 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 99 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 0.000312393 8.37767e-05 0.0446389 4.67519e-05 4.67043e-05 4.30202e-05 9.52741e-05 6.80765e-05 0.00391362 5.1514e-05 Variance: 8.3418e-06 Variances/cluster: 5.66911e-07 9.74973e-08 0.0422886 4.51668e-08 2.74699e-06 6.53746e-08 1.03437e-07 7.62086e-08 0.00391989 5.29378e-08 -------------------------------------------------------------- Initialization seed trial #353 of 1000; initialization seed = 493579578 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 6.81933e-05 0.000307974 4.30816e-05 0.000105601 8.366e-05 0.0446389 1.27749e-35 1.08283e-34 0.000101576 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 7.6254e-08 1.71076e-05 6.41994e-08 1.00182e-07 9.74749e-08 0.0422886 0 0 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #354 of 1000; initialization seed = 493579579 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 63 BIC score: 514411 Distortion: 0.036736 Distortions/cluster: 4.31034e-05 0.0214319 4.64237e-05 5.11104e-05 0.00391362 4.37871e-05 9.57635e-05 0.000307974 0.0106882 0.000114171 Variance: 6.2159e-06 Variances/cluster: 7.72401e-08 3.04763e-05 4.50675e-08 5.27943e-08 0.00391989 6.6238e-08 1.03856e-07 1.71076e-05 0.197295 1.08907e-07 -------------------------------------------------------------- Initialization seed trial #355 of 1000; initialization seed = 493579580 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 506464 Distortion: 0.0453431 Distortions/cluster: 4.32047e-05 0.000344247 4.81569e-35 1.27749e-35 0.000115243 8.37767e-05 0.0446389 6.80765e-05 1.08283e-34 4.96348e-05 Variance: 7.67227e-06 Variances/cluster: 6.42872e-08 3.9702e-07 2.67973e-31 0 5.76447e-08 9.74973e-08 0.0422886 7.62086e-08 0 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #356 of 1000; initialization seed = 493579581 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 95 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 8.37767e-05 4.67043e-05 4.27239e-05 0.00391362 5.18241e-05 6.80765e-05 9.48004e-05 4.66957e-05 0.000313359 0.0446389 Variance: 8.34188e-06 Variances/cluster: 9.74973e-08 2.74699e-06 7.72522e-08 0.00391989 5.30928e-08 7.62086e-08 1.03035e-07 4.51126e-08 4.79102e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #357 of 1000; initialization seed = 493579582 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 79 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 6.80765e-05 9.48004e-05 4.27239e-05 4.66957e-05 4.67043e-05 0.00391362 5.18241e-05 0.000313359 8.37767e-05 0.0446389 Variance: 8.34188e-06 Variances/cluster: 7.62086e-08 1.03035e-07 7.72522e-08 4.51126e-08 2.74699e-06 0.00391989 5.30928e-08 4.79102e-07 9.74973e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #358 of 1000; initialization seed = 493579583 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 559275 Distortion: 0.013582 Distortions/cluster: 4.07957e-05 0.00872182 4.67839e-05 0.000319065 0 0.000345962 3.67128e-05 0.00391362 4.32888e-05 0.000113915 Variance: 2.29813e-06 Variances/cluster: 6.98334e-08 0.156503 8.44208e-08 5.20456e-07 0 3.9e-07 5.98708e-08 0.00391989 6.42212e-08 5.744e-08 -------------------------------------------------------------- Initialization seed trial #359 of 1000; initialization seed = 493579584 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 55 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 6.80765e-05 8.37767e-05 4.45648e-05 4.22437e-05 4.91981e-05 9.57657e-05 0.00391362 4.72422e-05 0.000307974 0.0446389 Variance: 8.34034e-06 Variances/cluster: 7.62086e-08 9.74973e-08 4.47847e-08 6.36145e-08 5.15647e-08 1.02524e-07 0.00391989 8.00651e-08 1.71076e-05 0.0422886 -------------------------------------------------------------- Initialization seed trial #360 of 1000; initialization seed = 493579585 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 560998 Distortion: 0.0136699 Distortions/cluster: 0.000547343 0.00391362 2.21828e-05 1.93744e-05 0 1.09363e-05 3.00137e-05 0.00872182 2.37364e-05 0.000380849 Variance: 2.31301e-06 Variances/cluster: 1.79322e-07 0.00391989 4.79992e-08 6.45608e-08 0 5.52162e-08 6.30333e-08 0.156503 7.46194e-08 3.45569e-07 -------------------------------------------------------------- Initialization seed trial #361 of 1000; initialization seed = 493579586 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 56 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 4.30753e-05 0.000101507 4.07184e-05 0.00010499 0.0003196 0.00391362 4.67043e-05 0.0446389 4.6908e-05 3.72578e-05 Variance: 8.34066e-06 Variances/cluster: 6.41901e-08 5.65759e-08 6.9701e-08 9.9697e-08 5.15442e-07 0.00391989 2.74699e-06 0.0422886 8.44922e-08 6.07595e-08 -------------------------------------------------------------- Initialization seed trial #362 of 1000; initialization seed = 493579587 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 79 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 6.80765e-05 4.67519e-05 0.000312393 9.52741e-05 5.1514e-05 4.67043e-05 0.0446389 4.30202e-05 0.00391362 8.37767e-05 Variance: 8.3418e-06 Variances/cluster: 7.62086e-08 4.51668e-08 5.66911e-07 1.03437e-07 5.29378e-08 2.74699e-06 0.0422886 6.53746e-08 0.00391989 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #363 of 1000; initialization seed = 493579588 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 560367 Distortion: 0.0134044 Distortions/cluster: 4.73916e-05 0.000102566 8.37767e-05 4.67043e-05 0 0.000105766 0.000314722 6.80765e-05 0.00391362 0.00872182 Variance: 2.2681e-06 Variances/cluster: 8.0047e-08 5.67861e-08 9.74973e-08 2.74699e-06 0 1.00243e-07 4.58738e-07 7.62086e-08 0.00391989 0.156503 -------------------------------------------------------------- Initialization seed trial #364 of 1000; initialization seed = 493579589 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 0.000101576 1.27749e-35 6.80765e-05 0.000307974 1.08283e-34 0.000105601 0.0446389 8.37767e-05 4.30816e-05 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 5.65829e-08 0 7.62086e-08 1.71076e-05 0 1.00182e-07 0.0422886 9.74973e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #365 of 1000; initialization seed = 493579590 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 559661 Distortion: 0.0136154 Distortions/cluster: 0.000140422 3.33079e-05 0.000373689 0.000350635 0.00872182 3.40573e-05 0.00391362 2.57875e-05 2.20399e-05 0 Variance: 2.30379e-06 Variances/cluster: 6.42012e-08 8.00416e-08 3.53843e-07 3.84433e-07 0.156503 7.45001e-08 0.00391989 6.05141e-08 4.85304e-08 0 -------------------------------------------------------------- Initialization seed trial #366 of 1000; initialization seed = 493579591 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 0.00998646 0.000307974 4.37837e-05 0.000101507 1.27749e-35 0.000106086 4.96348e-05 0.000114323 0 0.0214317 Variance: 5.43849e-06 Variances/cluster: 0.185417 1.71076e-05 6.50518e-08 5.65759e-08 0 1.00547e-07 8.03088e-08 1.08949e-07 0 3.05195e-05 -------------------------------------------------------------- Initialization seed trial #367 of 1000; initialization seed = 493579592 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 0.000317415 9.57657e-05 6.80765e-05 4.8886e-05 4.67043e-05 0.00391362 4.23198e-05 4.4522e-05 8.37767e-05 0.0446389 Variance: 8.34179e-06 Variances/cluster: 5.34325e-07 1.02524e-07 7.62086e-08 5.13992e-08 2.74699e-06 0.00391989 6.37292e-08 4.47417e-08 9.74973e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #368 of 1000; initialization seed = 493579593 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 0.000101507 8.37767e-05 0.00872182 4.67043e-05 0.000105601 0 4.30753e-05 0.00391362 6.80765e-05 0.0003196 Variance: 2.26798e-06 Variances/cluster: 5.65759e-08 9.74973e-08 0.156503 2.74699e-06 1.00182e-07 0 6.41901e-08 0.00391989 7.62086e-08 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #369 of 1000; initialization seed = 493579594 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 505505 Distortion: 0.0455855 Distortions/cluster: 0.0446389 1.08283e-34 3.58899e-05 1.27749e-35 0.000113371 3.99696e-05 4.90368e-05 0.00034554 0.0003196 4.31291e-05 Variance: 7.71328e-06 Variances/cluster: 0.0422886 0 6.04009e-08 0 5.73393e-08 6.86544e-08 8.51064e-08 3.89087e-07 5.15442e-07 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #370 of 1000; initialization seed = 493579595 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 90 BIC score: 514410 Distortion: 0.036745 Distortions/cluster: 5.18241e-05 0.00391362 9.52901e-05 0.000114323 0.0106882 0.000314009 0.0214317 4.27239e-05 4.67043e-05 4.66957e-05 Variance: 6.21744e-06 Variances/cluster: 5.30928e-08 0.00391989 1.03454e-07 1.08949e-07 0.197295 4.79362e-07 3.05195e-05 7.72522e-08 2.74699e-06 4.51126e-08 -------------------------------------------------------------- Initialization seed trial #371 of 1000; initialization seed = 493579596 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 93 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.0446389 3.99696e-05 0.000307974 0.000101576 0.000104435 4.30816e-05 3.64426e-05 0.00391362 4.96348e-05 4.90368e-05 Variance: 8.3392e-06 Variances/cluster: 0.0422886 6.86544e-08 1.71076e-05 5.65829e-08 9.92642e-08 6.41994e-08 6.12281e-08 0.00391989 8.03088e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #372 of 1000; initialization seed = 493579597 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 82 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 6.80765e-05 8.37767e-05 4.30816e-05 1.27749e-35 0.000101576 0.000307974 1.08283e-34 0.0446389 4.96348e-05 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 7.62086e-08 9.74973e-08 6.41994e-08 0 5.65829e-08 1.71076e-05 0 0.0422886 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #373 of 1000; initialization seed = 493579598 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 70 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 6.80765e-05 5.18241e-05 4.66957e-05 0.0446389 4.67043e-05 9.48004e-05 4.27239e-05 0.000313359 0.00391362 8.37767e-05 Variance: 8.34188e-06 Variances/cluster: 7.62086e-08 5.30928e-08 4.51126e-08 0.0422886 2.74699e-06 1.03035e-07 7.72522e-08 4.79102e-07 0.00391989 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #374 of 1000; initialization seed = 493579599 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 60 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 4.30816e-05 0.0446389 0.000307974 0.000105601 1.08283e-34 0.000101576 4.96348e-05 8.37767e-05 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 6.41994e-08 0.0422886 1.71076e-05 1.00182e-07 0 5.65829e-08 8.03088e-08 9.74973e-08 0 -------------------------------------------------------------- Initialization seed trial #375 of 1000; initialization seed = 493579600 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 0.000114735 0.000346127 0.0446389 1.27749e-35 0.000316083 1.08283e-34 4.59395e-05 4.67839e-05 4.07957e-05 3.67128e-05 Variance: 7.71338e-06 Variances/cluster: 5.76211e-08 3.89309e-07 0.0422886 0 4.58717e-07 0 7.81222e-08 8.44208e-08 6.98334e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #376 of 1000; initialization seed = 493579601 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.000307974 0.00391362 4.07184e-05 3.72578e-05 0.00010499 0.000101576 0.0446389 4.30816e-05 4.96348e-05 4.6908e-05 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 0.00391989 6.9701e-08 6.07595e-08 9.9697e-08 5.65829e-08 0.0422886 6.41994e-08 8.03088e-08 8.44922e-08 -------------------------------------------------------------- Initialization seed trial #377 of 1000; initialization seed = 493579602 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 66 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.37767e-05 4.30816e-05 0 0.000101576 0.000307974 0.000105601 6.80765e-05 0.00391362 4.96348e-05 0.00872182 Variance: 2.26652e-06 Variances/cluster: 9.74973e-08 6.41994e-08 0 5.65829e-08 1.71076e-05 1.00182e-07 7.62086e-08 0.00391989 8.03088e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #378 of 1000; initialization seed = 493579603 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 0.000105601 4.30816e-05 4.96348e-05 0.00872182 8.37767e-05 6.80765e-05 0.000307974 0.00391362 0.000101576 Variance: 2.26652e-06 Variances/cluster: 0 1.00182e-07 6.41994e-08 8.03088e-08 0.156503 9.74973e-08 7.62086e-08 1.71076e-05 0.00391989 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #379 of 1000; initialization seed = 493579604 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.000344247 4.67839e-05 1.08283e-34 4.31291e-05 0.0446389 1.27749e-35 0.0003196 3.67128e-05 4.07957e-05 0.000115243 Variance: 7.71327e-06 Variances/cluster: 3.9702e-07 8.44208e-08 0 6.42703e-08 0.0422886 0 5.15442e-07 5.98708e-08 6.98334e-08 5.76447e-08 -------------------------------------------------------------- Initialization seed trial #380 of 1000; initialization seed = 493579605 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 65 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 4.96348e-05 6.80765e-05 0.000105601 0.000101576 4.30816e-05 0 0.000307974 0.00872182 8.37767e-05 Variance: 2.26652e-06 Variances/cluster: 0.00391989 8.03088e-08 7.62086e-08 1.00182e-07 5.65829e-08 6.41994e-08 0 1.71076e-05 0.156503 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #381 of 1000; initialization seed = 493579606 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 84 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 4.31422e-05 4.31034e-05 8.37767e-05 0.0446389 9.52741e-05 5.11104e-05 4.64237e-05 0.00391362 6.80765e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 6.53614e-08 7.72401e-08 9.74973e-08 0.0422886 1.03437e-07 5.27943e-08 4.50675e-08 0.00391989 7.62086e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #382 of 1000; initialization seed = 493579607 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 90 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 8.366e-05 4.67043e-05 4.30202e-05 0.00391362 0.0446389 9.52741e-05 4.67519e-05 5.1514e-05 6.81933e-05 0.000312393 Variance: 8.3418e-06 Variances/cluster: 9.74749e-08 2.74699e-06 6.53746e-08 0.00391989 0.0422886 1.03437e-07 4.51668e-08 5.29378e-08 7.6254e-08 5.66911e-07 -------------------------------------------------------------- Initialization seed trial #383 of 1000; initialization seed = 493579608 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 95 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.0446389 0.000313359 4.27239e-05 8.37767e-05 5.18241e-05 4.67043e-05 6.80765e-05 9.48004e-05 0.00391362 4.66957e-05 Variance: 8.34188e-06 Variances/cluster: 0.0422886 4.79102e-07 7.72522e-08 9.74973e-08 5.30928e-08 2.74699e-06 7.62086e-08 1.03035e-07 0.00391989 4.51126e-08 -------------------------------------------------------------- Initialization seed trial #384 of 1000; initialization seed = 493579609 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 4.30753e-05 0.000105601 1.08283e-34 4.67043e-05 6.80765e-05 1.27749e-35 0.0003196 0.0446389 8.37767e-05 0.000101507 Variance: 7.68312e-06 Variances/cluster: 6.41901e-08 1.00182e-07 0 2.74699e-06 7.62086e-08 0 5.15442e-07 0.0422886 9.74973e-08 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #385 of 1000; initialization seed = 493579610 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.000307974 4.0274e-05 4.30816e-05 0.000104435 0.000101576 0.0446389 4.90368e-05 4.96348e-05 0.00391362 3.61391e-05 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 6.8705e-08 6.41994e-08 9.92642e-08 5.65829e-08 0.0422886 8.51064e-08 8.03088e-08 0.00391989 6.1129e-08 -------------------------------------------------------------- Initialization seed trial #386 of 1000; initialization seed = 493579611 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 501822 Distortion: 0.0492933 Distortions/cluster: 0.0003196 0.00391362 0.000101507 0.000104435 4.90368e-05 0.0446389 3.64426e-05 4.67043e-05 4.30753e-05 3.99696e-05 Variance: 8.34066e-06 Variances/cluster: 5.15442e-07 0.00391989 5.65759e-08 9.92642e-08 8.51064e-08 0.0422886 6.12281e-08 2.74699e-06 6.41901e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #387 of 1000; initialization seed = 493579612 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 501302 Distortion: 0.0492914 Distortions/cluster: 0.000307974 0.0446389 0.00391362 4.9151e-05 4.55628e-05 4.57778e-05 9.54151e-05 6.80765e-05 8.37767e-05 4.31055e-05 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 0.0422886 0.00391989 5.18414e-08 4.49741e-08 7.85148e-08 1.02698e-07 7.62086e-08 9.74973e-08 6.49123e-08 -------------------------------------------------------------- Initialization seed trial #388 of 1000; initialization seed = 493579613 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.000307974 0.00391362 0.00010499 3.73047e-05 4.07957e-05 0.000101576 4.96348e-05 0.0446389 4.30816e-05 4.67839e-05 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 0.00391989 9.9697e-08 6.0737e-08 6.98334e-08 5.65829e-08 8.03088e-08 0.0422886 6.41994e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #389 of 1000; initialization seed = 493579614 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 501829 Distortion: 0.0492847 Distortions/cluster: 0.00391362 4.75489e-05 0.000307974 4.04474e-05 0.000101576 0.0446389 4.96348e-05 4.30816e-05 0.00010499 3.68885e-05 Variance: 8.3392e-06 Variances/cluster: 0.00391989 8.47307e-08 1.71076e-05 6.93558e-08 5.65829e-08 0.0422886 8.03088e-08 6.41994e-08 9.9697e-08 6.06519e-08 -------------------------------------------------------------- Initialization seed trial #390 of 1000; initialization seed = 493579615 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 94 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 6.80765e-05 0.0446389 0.000105601 1.27749e-35 4.30816e-05 1.08283e-34 0.000101576 8.37767e-05 0.000307974 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 7.62086e-08 0.0422886 1.00182e-07 0 6.41994e-08 0 5.65829e-08 9.74973e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #391 of 1000; initialization seed = 493579616 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 4.96348e-05 0.000101576 8.37767e-05 1.27749e-35 0.000307974 0.0446389 0.000105601 4.30816e-05 1.08283e-34 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 8.03088e-08 5.65829e-08 9.74973e-08 0 1.71076e-05 0.0422886 1.00182e-07 6.41994e-08 0 -------------------------------------------------------------- Initialization seed trial #392 of 1000; initialization seed = 493579617 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 6.80765e-05 4.96348e-05 0.00391362 0 0.000105601 4.30816e-05 0.000101576 0.000307974 0.00872182 8.37767e-05 Variance: 2.26652e-06 Variances/cluster: 7.62086e-08 8.03088e-08 0.00391989 0 1.00182e-07 6.41994e-08 5.65829e-08 1.71076e-05 0.156503 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #393 of 1000; initialization seed = 493579618 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.22437e-05 9.57657e-05 0.0446389 4.72422e-05 4.91981e-05 0.000307974 0.00391362 8.37767e-05 6.80765e-05 4.45648e-05 Variance: 8.34034e-06 Variances/cluster: 6.36145e-08 1.02524e-07 0.0422886 8.00651e-08 5.15647e-08 1.71076e-05 0.00391989 9.74973e-08 7.62086e-08 4.47847e-08 -------------------------------------------------------------- Initialization seed trial #394 of 1000; initialization seed = 493579619 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 501822 Distortion: 0.0492933 Distortions/cluster: 3.99696e-05 0.000101507 0.00391362 0.0446389 0.000104435 3.64426e-05 4.30753e-05 0.0003196 4.90368e-05 4.67043e-05 Variance: 8.34066e-06 Variances/cluster: 6.86544e-08 5.65759e-08 0.00391989 0.0422886 9.92642e-08 6.12281e-08 6.41901e-08 5.15442e-07 8.51064e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #395 of 1000; initialization seed = 493579620 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.96348e-05 0.00391362 8.37767e-05 6.80765e-05 0.000105601 4.30816e-05 0.000101576 0.000307974 0 0.00872182 Variance: 2.26652e-06 Variances/cluster: 8.03088e-08 0.00391989 9.74973e-08 7.62086e-08 1.00182e-07 6.41994e-08 5.65829e-08 1.71076e-05 0 0.156503 -------------------------------------------------------------- Initialization seed trial #396 of 1000; initialization seed = 493579621 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.0446389 0.00391362 4.30816e-05 3.73047e-05 4.96348e-05 0.00010499 0.000307974 4.67839e-05 0.000101576 4.07957e-05 Variance: 8.3392e-06 Variances/cluster: 0.0422886 0.00391989 6.41994e-08 6.0737e-08 8.03088e-08 9.9697e-08 1.71076e-05 8.44208e-08 5.65829e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #397 of 1000; initialization seed = 493579622 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501320 Distortion: 0.0493005 Distortions/cluster: 9.48004e-05 4.27239e-05 0.00391362 4.67043e-05 5.15934e-05 4.69939e-05 6.80765e-05 0.0003133 0.0446389 8.37767e-05 Variance: 8.34188e-06 Variances/cluster: 1.03035e-07 7.72522e-08 0.00391989 2.74699e-06 5.32933e-08 4.49661e-08 7.62086e-08 4.8048e-07 0.0422886 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #398 of 1000; initialization seed = 493579623 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 1.08283e-34 3.67128e-05 0.0446389 1.27749e-35 4.6908e-05 0.0003196 4.31291e-05 4.06713e-05 0.000115243 0.000344247 Variance: 7.71327e-06 Variances/cluster: 0 5.98708e-08 0.0422886 0 8.44922e-08 5.15442e-07 6.42703e-08 6.97398e-08 5.76447e-08 3.9702e-07 -------------------------------------------------------------- Initialization seed trial #399 of 1000; initialization seed = 493579624 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 61 BIC score: 514409 Distortion: 0.0367446 Distortions/cluster: 5.1514e-05 0.000312393 4.67519e-05 0.0214319 0.00391362 9.57635e-05 4.36669e-05 0.000114171 4.67043e-05 0.0106882 Variance: 6.21736e-06 Variances/cluster: 5.29378e-08 5.66911e-07 4.51668e-08 3.04763e-05 0.00391989 1.03856e-07 6.62567e-08 1.08907e-07 2.74699e-06 0.197295 -------------------------------------------------------------- Initialization seed trial #400 of 1000; initialization seed = 493579625 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 68 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.0446389 0.000101576 8.37767e-05 4.96348e-05 0.000307974 6.80765e-05 1.08283e-34 4.30816e-05 0.000105601 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 0.0422886 5.65829e-08 9.74973e-08 8.03088e-08 1.71076e-05 7.62086e-08 0 6.41994e-08 1.00182e-07 0 -------------------------------------------------------------- Initialization seed trial #401 of 1000; initialization seed = 493579626 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 4.96348e-05 0.000307974 0.000101507 4.37837e-05 0.0214319 0.000114171 0 0.00998646 0.000106086 1.27749e-35 Variance: 5.43849e-06 Variances/cluster: 8.03088e-08 1.71076e-05 5.65759e-08 6.50518e-08 3.04763e-05 1.08907e-07 0 0.185417 1.00547e-07 0 -------------------------------------------------------------- Initialization seed trial #402 of 1000; initialization seed = 493579627 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 559283 Distortion: 0.0135826 Distortions/cluster: 3.58899e-05 0.000314626 4.90368e-05 0.000114735 0 0.00391362 3.99696e-05 4.73916e-05 0.00034554 0.00872182 Variance: 2.29825e-06 Variances/cluster: 6.04009e-08 4.59269e-07 8.51064e-08 5.76211e-08 0 0.00391989 6.86544e-08 8.0047e-08 3.89087e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #403 of 1000; initialization seed = 493579628 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.000101576 0.00391362 4.30816e-05 4.67839e-05 4.96348e-05 0.00010499 4.07957e-05 0.0446389 0.000307974 3.73047e-05 Variance: 8.3392e-06 Variances/cluster: 5.65829e-08 0.00391989 6.41994e-08 8.44208e-08 8.03088e-08 9.9697e-08 6.98334e-08 0.0422886 1.71076e-05 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #404 of 1000; initialization seed = 493579629 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 605374 Distortion: 0.00488769 Distortions/cluster: 8.37767e-05 4.31291e-05 0 0.00391362 0.000344247 0.000115243 9.64317e-35 6.80765e-05 0.0003196 2.37044e-35 Variance: 8.27021e-07 Variances/cluster: 9.74973e-08 6.42703e-08 0 0.00391989 3.9702e-07 5.76447e-08 6.86694e-32 7.62086e-08 5.15442e-07 0 -------------------------------------------------------------- Initialization seed trial #405 of 1000; initialization seed = 493579630 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501321 Distortion: 0.0493005 Distortions/cluster: 8.37767e-05 6.80765e-05 5.12613e-05 9.48006e-05 4.75096e-05 4.67043e-05 0.0446389 0.00391362 4.2724e-05 0.000313127 Variance: 8.34188e-06 Variances/cluster: 9.74973e-08 7.62086e-08 5.32805e-08 1.03259e-07 4.50287e-08 2.74699e-06 0.0422886 0.00391989 7.73923e-08 4.80953e-07 -------------------------------------------------------------- Initialization seed trial #406 of 1000; initialization seed = 493579631 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 8.37767e-05 0.0003196 0.00872182 0.000344247 0 0.000115243 1.08283e-34 1.27749e-35 6.80765e-05 4.31291e-05 Variance: 1.64059e-06 Variances/cluster: 9.74973e-08 5.15442e-07 0.156503 3.9702e-07 0 5.76447e-08 0 0 7.62086e-08 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #407 of 1000; initialization seed = 493579632 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 4.96348e-05 8.37767e-05 6.80765e-05 0.00872182 4.30816e-05 0.000105601 0.000307974 0.000101576 0.00391362 Variance: 2.26652e-06 Variances/cluster: 0 8.03088e-08 9.74973e-08 7.62086e-08 0.156503 6.41994e-08 1.00182e-07 1.71076e-05 5.65829e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #408 of 1000; initialization seed = 493579633 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 12 BIC score: 506452 Distortion: 0.0454148 Distortions/cluster: 3.74453e-05 4.21752e-05 0.000104132 0.000307974 4.75489e-05 0.000128903 0.0446389 0.000107672 1.08283e-34 1.27749e-35 Variance: 7.68439e-06 Variances/cluster: 6.14664e-08 7.21947e-08 9.85081e-08 1.71076e-05 8.47307e-08 6.41881e-08 0.0422886 1.00525e-07 0 0 -------------------------------------------------------------- Initialization seed trial #409 of 1000; initialization seed = 493579634 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 40 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.000344247 0.000115243 0.0003196 1.08283e-34 4.67839e-05 4.07957e-05 0.0446389 1.27749e-35 3.67128e-05 4.31291e-05 Variance: 7.71327e-06 Variances/cluster: 3.9702e-07 5.76447e-08 5.15442e-07 0 8.44208e-08 6.98334e-08 0.0422886 0 5.98708e-08 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #410 of 1000; initialization seed = 493579635 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 9.52741e-05 4.31422e-05 6.80765e-05 4.31034e-05 0.000307974 0.00391362 4.64237e-05 0.0446389 8.37767e-05 5.11104e-05 Variance: 8.34034e-06 Variances/cluster: 1.03437e-07 6.53614e-08 7.62086e-08 7.72401e-08 1.71076e-05 0.00391989 4.50675e-08 0.0422886 9.74973e-08 5.27943e-08 -------------------------------------------------------------- Initialization seed trial #411 of 1000; initialization seed = 493579636 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 8.37767e-05 0.000101576 1.08283e-34 6.80765e-05 1.27749e-35 0.000105601 0.0446389 0.000307974 4.96348e-05 4.30816e-05 Variance: 7.68167e-06 Variances/cluster: 9.74973e-08 5.65829e-08 0 7.62086e-08 0 1.00182e-07 0.0422886 1.71076e-05 8.03088e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #412 of 1000; initialization seed = 493579637 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 0.000101576 4.30816e-05 1.27749e-35 1.08283e-34 0.000307974 0.0446389 6.80765e-05 8.37767e-05 0.000105601 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 5.65829e-08 6.41994e-08 0 0 1.71076e-05 0.0422886 7.62086e-08 9.74973e-08 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #413 of 1000; initialization seed = 493579638 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 42 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 0.00998646 0.0214317 1.27749e-35 0.000114323 0.000106086 0.000307974 4.96348e-05 0 0.000101507 4.37837e-05 Variance: 5.43849e-06 Variances/cluster: 0.185417 3.05195e-05 0 1.08949e-07 1.00547e-07 1.71076e-05 8.03088e-08 0 5.65759e-08 6.50518e-08 -------------------------------------------------------------- Initialization seed trial #414 of 1000; initialization seed = 493579639 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 1.27749e-35 8.37767e-05 0.000105601 0.000101507 0.0003196 6.80765e-05 0.0446389 4.30753e-05 1.08283e-34 4.67043e-05 Variance: 7.68312e-06 Variances/cluster: 0 9.74973e-08 1.00182e-07 5.65759e-08 5.15442e-07 7.62086e-08 0.0422886 6.41901e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #415 of 1000; initialization seed = 493579640 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 514995 Distortion: 0.0362296 Distortions/cluster: 9.64445e-05 4.94716e-05 4.4522e-05 0.000307974 4.15022e-05 0.0214352 0.0102926 0.00391362 4.82377e-05 0 Variance: 6.13023e-06 Variances/cluster: 1.0281e-07 8.03046e-08 4.47417e-08 1.71076e-05 6.41401e-08 2.9679e-05 9.99886e-06 0.00391989 5.11478e-08 0 -------------------------------------------------------------- Initialization seed trial #416 of 1000; initialization seed = 493579641 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 605369 Distortion: 0.00488836 Distortions/cluster: 0.000316083 0.000346127 8.37767e-05 9.64317e-35 2.37044e-35 6.80765e-05 0.000114735 4.59395e-05 0 0.00391362 Variance: 8.27134e-07 Variances/cluster: 4.58717e-07 3.89309e-07 9.74973e-08 6.86694e-32 0 7.62086e-08 5.76211e-08 7.81222e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #417 of 1000; initialization seed = 493579642 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 3.73047e-05 0.00391362 4.96348e-05 4.30816e-05 0.000101576 0.0446389 4.07957e-05 0.00010499 4.67839e-05 0.000307974 Variance: 8.3392e-06 Variances/cluster: 6.0737e-08 0.00391989 8.03088e-08 6.41994e-08 5.65829e-08 0.0422886 6.98334e-08 9.9697e-08 8.44208e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #418 of 1000; initialization seed = 493579643 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 574958 Distortion: 0.00969656 Distortions/cluster: 1.27749e-35 0.000346127 8.37767e-05 0.000316083 4.59395e-05 0 6.80765e-05 0.00872182 1.08283e-34 0.000114735 Variance: 1.6407e-06 Variances/cluster: 0 3.89309e-07 9.74973e-08 4.58717e-07 7.81222e-08 0 7.62086e-08 0.156503 0 5.76211e-08 -------------------------------------------------------------- Initialization seed trial #419 of 1000; initialization seed = 493579644 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 1.08283e-34 0.000105601 1.27749e-35 0.0446389 0.000101507 0.0003196 8.37767e-05 4.67043e-05 6.80765e-05 4.30753e-05 Variance: 7.68312e-06 Variances/cluster: 0 1.00182e-07 0 0.0422886 5.65759e-08 5.15442e-07 9.74973e-08 2.74699e-06 7.62086e-08 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #420 of 1000; initialization seed = 493579645 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 71 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000307974 1.08283e-34 0.000101576 4.96348e-05 0.000105601 8.37767e-05 1.27749e-35 4.30816e-05 0.0446389 6.80765e-05 Variance: 7.68167e-06 Variances/cluster: 1.71076e-05 0 5.65829e-08 8.03088e-08 1.00182e-07 9.74973e-08 0 6.41994e-08 0.0422886 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #421 of 1000; initialization seed = 493579646 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.000307974 0.00391362 0.000101576 4.07957e-05 4.96348e-05 4.30816e-05 0.00010499 3.73047e-05 0.0446389 4.67839e-05 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 0.00391989 5.65829e-08 6.98334e-08 8.03088e-08 6.41994e-08 9.9697e-08 6.0737e-08 0.0422886 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #422 of 1000; initialization seed = 493579647 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 0.000115243 4.04474e-05 4.31291e-05 0.0003196 4.75489e-05 0.00872182 0 3.62982e-05 0.00391362 0.000344247 Variance: 2.29813e-06 Variances/cluster: 5.76447e-08 6.93558e-08 6.42703e-08 5.15442e-07 8.47307e-08 0.156503 0 5.97798e-08 0.00391989 3.9702e-07 -------------------------------------------------------------- Initialization seed trial #423 of 1000; initialization seed = 493579648 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.6908e-05 3.72578e-05 4.30816e-05 0.000101576 0.0446389 4.07184e-05 0.00391362 0.00010499 4.96348e-05 0.000307974 Variance: 8.3392e-06 Variances/cluster: 8.44922e-08 6.07595e-08 6.41994e-08 5.65829e-08 0.0422886 6.9701e-08 0.00391989 9.9697e-08 8.03088e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #424 of 1000; initialization seed = 493579649 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.08682e-05 0.00391362 0.000307974 4.4522e-05 8.366e-05 4.94716e-05 4.82377e-05 9.5956e-05 0.0446389 6.81933e-05 Variance: 8.34034e-06 Variances/cluster: 6.32579e-08 0.00391989 1.71076e-05 4.47417e-08 9.74749e-08 8.03046e-08 5.11478e-08 1.02398e-07 0.0422886 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #425 of 1000; initialization seed = 493579650 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 506689 Distortion: 0.0456297 Distortions/cluster: 2.4864e-05 3.56534e-05 0.000324044 1.08283e-34 1.92126e-05 0.00050868 1.27749e-35 4.54645e-05 0.0446389 3.28638e-05 Variance: 7.72076e-06 Variances/cluster: 7.22565e-08 6.27495e-08 5.00801e-07 0 6.35975e-08 1.82109e-07 0 6.36702e-08 0.0422886 6.08393e-08 -------------------------------------------------------------- Initialization seed trial #426 of 1000; initialization seed = 493579651 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 79 BIC score: 530867 Distortion: 0.0260686 Distortions/cluster: 4.37837e-05 0.000101507 0.000307974 0.000106086 0.00391362 0.000118409 2.37044e-35 0.0214276 0 4.96348e-05 Variance: 4.41094e-06 Variances/cluster: 6.50518e-08 5.65759e-08 1.71076e-05 1.00547e-07 0.00391989 1.10421e-07 0 3.15473e-05 0 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #427 of 1000; initialization seed = 493579652 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 511477 Distortion: 0.0403015 Distortions/cluster: 0.000101507 4.67043e-05 0.0003196 0.000105601 2.37044e-35 0.0356196 0.00391362 8.37767e-05 6.80765e-05 4.30753e-05 Variance: 6.81921e-06 Variances/cluster: 5.65759e-08 2.74699e-06 5.15442e-07 1.00182e-07 0 0.035575 0.00391989 9.74973e-08 7.62086e-08 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #428 of 1000; initialization seed = 493579653 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501418 Distortion: 0.0494851 Distortions/cluster: 0.00034554 4.31291e-05 0.0003196 3.39478e-05 3.27527e-05 2.43786e-05 0.000113371 0.0446389 0.00391362 1.98062e-05 Variance: 8.37311e-06 Variances/cluster: 3.89087e-07 6.42703e-08 5.15442e-07 6.00649e-08 6.07463e-08 7.18907e-08 5.73393e-08 0.0422886 0.00391989 6.42853e-08 -------------------------------------------------------------- Initialization seed trial #429 of 1000; initialization seed = 493579654 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 505524 Distortion: 0.0455854 Distortions/cluster: 3.99055e-05 1.08283e-34 0.000115243 4.90368e-05 0.0446389 3.53674e-05 4.31291e-05 1.27749e-35 0.0003196 0.000344247 Variance: 7.71327e-06 Variances/cluster: 6.86622e-08 0 5.76447e-08 8.51064e-08 0.0422886 5.95215e-08 6.42703e-08 0 5.15442e-07 3.9702e-07 -------------------------------------------------------------- Initialization seed trial #430 of 1000; initialization seed = 493579655 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000101507 0.000105601 4.30753e-05 8.37767e-05 0.0446389 1.08283e-34 1.27749e-35 0.0003196 4.67043e-05 6.80765e-05 Variance: 7.68312e-06 Variances/cluster: 5.65759e-08 1.00182e-07 6.41901e-08 9.74973e-08 0.0422886 0 0 5.15442e-07 2.74699e-06 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #431 of 1000; initialization seed = 493579656 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 559267 Distortion: 0.013582 Distortions/cluster: 3.99696e-05 0.00391362 3.58899e-05 0.000113371 0.0003196 0.00034554 4.31291e-05 4.90368e-05 0.00872182 0 Variance: 2.29813e-06 Variances/cluster: 6.86544e-08 0.00391989 6.04009e-08 5.73393e-08 5.15442e-07 3.89087e-07 6.42703e-08 8.51064e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #432 of 1000; initialization seed = 493579657 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 72 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 1.27749e-35 0.0446389 6.80765e-05 4.30816e-05 0.000105601 4.96348e-05 8.37767e-05 1.08283e-34 0.000307974 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 0 0.0422886 7.62086e-08 6.41994e-08 1.00182e-07 8.03088e-08 9.74973e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #433 of 1000; initialization seed = 493579658 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 86 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 4.30202e-05 0.00391362 9.52741e-05 0.0446389 4.67043e-05 8.366e-05 5.1514e-05 4.67519e-05 0.000312393 6.81933e-05 Variance: 8.3418e-06 Variances/cluster: 6.53746e-08 0.00391989 1.03437e-07 0.0422886 2.74699e-06 9.74749e-08 5.29378e-08 4.51668e-08 5.66911e-07 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #434 of 1000; initialization seed = 493579659 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 516254 Distortion: 0.0366102 Distortions/cluster: 1.08283e-34 3.58899e-05 2.37044e-35 4.90368e-05 0.000374615 3.99696e-05 0.000350527 0.000140599 0.0356196 1.27749e-35 Variance: 6.19462e-06 Variances/cluster: 0 6.04009e-08 0 8.51064e-08 3.53382e-07 6.86544e-08 3.87287e-07 6.41358e-08 0.035575 0 -------------------------------------------------------------- Initialization seed trial #435 of 1000; initialization seed = 493579660 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 1.08283e-34 4.30753e-05 1.27749e-35 0.000105601 6.80765e-05 0.000101507 8.37767e-05 0.0446389 4.67043e-05 0.0003196 Variance: 7.68312e-06 Variances/cluster: 0 6.41901e-08 0 1.00182e-07 7.62086e-08 5.65759e-08 9.74973e-08 0.0422886 2.74699e-06 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #436 of 1000; initialization seed = 493579661 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 0.000307974 4.67839e-05 4.07957e-05 3.73047e-05 0.000101576 0.0446389 4.30816e-05 0.00391362 0.00010499 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 1.71076e-05 8.44208e-08 6.98334e-08 6.0737e-08 5.65829e-08 0.0422886 6.41994e-08 0.00391989 9.9697e-08 -------------------------------------------------------------- Initialization seed trial #437 of 1000; initialization seed = 493579662 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.0446389 4.96348e-05 4.30816e-05 1.08283e-34 6.81933e-05 0.000105601 0.000307974 1.27749e-35 0.000101576 8.366e-05 Variance: 7.68167e-06 Variances/cluster: 0.0422886 8.03088e-08 6.41994e-08 0 7.6254e-08 1.00182e-07 1.71076e-05 0 5.65829e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #438 of 1000; initialization seed = 493579663 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 4.31291e-05 0.0003196 0.000344247 0.00391362 0.00872182 3.67128e-05 0 4.06713e-05 0.000115243 4.6908e-05 Variance: 2.29813e-06 Variances/cluster: 6.42703e-08 5.15442e-07 3.9702e-07 0.00391989 0.156503 5.98708e-08 0 6.97398e-08 5.76447e-08 8.44922e-08 -------------------------------------------------------------- Initialization seed trial #439 of 1000; initialization seed = 493579664 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 574958 Distortion: 0.00969656 Distortions/cluster: 1.27749e-35 0.000316083 4.59395e-05 1.08283e-34 0.000114735 0.000346127 0 8.37767e-05 0.00872182 6.80765e-05 Variance: 1.6407e-06 Variances/cluster: 0 4.58717e-07 7.81222e-08 0 5.76211e-08 3.89309e-07 0 9.74973e-08 0.156503 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #440 of 1000; initialization seed = 493579665 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 14 BIC score: 560365 Distortion: 0.0134044 Distortions/cluster: 0.00391362 4.67043e-05 6.80765e-05 0 4.82643e-05 0.000105766 0.000102487 0.000313931 0.00872182 8.37767e-05 Variance: 2.2681e-06 Variances/cluster: 0.00391989 2.74699e-06 7.62086e-08 0 8.01668e-08 1.00243e-07 5.67741e-08 4.63669e-07 0.156503 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #441 of 1000; initialization seed = 493579666 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000101507 0.000105601 1.27749e-35 0.0003196 4.30753e-05 0.0446389 1.08283e-34 4.67043e-05 8.37767e-05 6.80765e-05 Variance: 7.68312e-06 Variances/cluster: 5.65759e-08 1.00182e-07 0 5.15442e-07 6.41901e-08 0.0422886 0 2.74699e-06 9.74973e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #442 of 1000; initialization seed = 493579667 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 575775 Distortion: 0.00972665 Distortions/cluster: 0.000509617 4.07898e-05 4.63628e-05 0.000322216 3.89352e-05 1.08283e-34 0.00872182 4.6908e-05 0 1.27749e-35 Variance: 1.64579e-06 Variances/cluster: 1.81794e-07 6.97038e-08 6.49282e-08 5.05793e-07 6.32885e-08 0 0.156503 8.44922e-08 0 0 -------------------------------------------------------------- Initialization seed trial #443 of 1000; initialization seed = 493579668 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 0.000307974 0.000101576 1.08283e-34 0.000105601 4.30816e-05 8.37767e-05 4.96348e-05 1.27749e-35 0.0446389 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 1.71076e-05 5.65829e-08 0 1.00182e-07 6.41994e-08 9.74973e-08 8.03088e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #444 of 1000; initialization seed = 493579669 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 501419 Distortion: 0.0494851 Distortions/cluster: 3.28638e-05 2.43786e-05 3.39478e-05 0.0446389 4.31291e-05 1.96949e-05 0.0003196 0.00391362 0.000113371 0.00034554 Variance: 8.37311e-06 Variances/cluster: 6.08393e-08 7.18907e-08 6.00649e-08 0.0422886 6.42703e-08 6.41321e-08 5.15442e-07 0.00391989 5.73393e-08 3.89087e-07 -------------------------------------------------------------- Initialization seed trial #445 of 1000; initialization seed = 493579670 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 6.81933e-05 0.000307974 4.96348e-05 8.366e-05 0.000101576 0.000105601 4.30816e-05 0.00872182 0.00391362 Variance: 2.26653e-06 Variances/cluster: 0 7.6254e-08 1.71076e-05 8.03088e-08 9.74749e-08 5.65829e-08 1.00182e-07 6.41994e-08 0.156503 0.00391989 -------------------------------------------------------------- Initialization seed trial #446 of 1000; initialization seed = 493579671 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000101576 0.000307974 0 0.000105601 6.80765e-05 4.30816e-05 4.96348e-05 0.00872182 0.00391362 8.37767e-05 Variance: 2.26652e-06 Variances/cluster: 5.65829e-08 1.71076e-05 0 1.00182e-07 7.62086e-08 6.41994e-08 8.03088e-08 0.156503 0.00391989 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #447 of 1000; initialization seed = 493579672 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 560367 Distortion: 0.0136271 Distortions/cluster: 3.37267e-05 5.10797e-05 2.36116e-05 0.000478745 3.56534e-05 0.00391362 1.96059e-05 0.00872182 0.000349229 0 Variance: 2.30577e-06 Variances/cluster: 6.22065e-08 8.0434e-08 6.96288e-08 1.70538e-07 6.27495e-08 0.00391989 6.42612e-08 0.156503 4.90447e-07 0 -------------------------------------------------------------- Initialization seed trial #448 of 1000; initialization seed = 493579673 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 8.37767e-05 0.0446389 4.22437e-05 9.57657e-05 4.45648e-05 4.72422e-05 4.91981e-05 0.00391362 6.80765e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 9.74973e-08 0.0422886 6.36145e-08 1.02524e-07 4.47847e-08 8.00651e-08 5.15647e-08 0.00391989 7.62086e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #449 of 1000; initialization seed = 493579674 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 99 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.000313359 6.80765e-05 8.37767e-05 9.48004e-05 4.66957e-05 4.27239e-05 5.18241e-05 0.0446389 4.67043e-05 0.00391362 Variance: 8.34188e-06 Variances/cluster: 4.79102e-07 7.62086e-08 9.74973e-08 1.03035e-07 4.51126e-08 7.72522e-08 5.30928e-08 0.0422886 2.74699e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #450 of 1000; initialization seed = 493579675 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 501359 Distortion: 0.0494884 Distortions/cluster: 3.33079e-05 2.57898e-05 0.00391362 0.000113649 4.32888e-05 0.000345108 2.1474e-05 3.41628e-05 0.0446389 0.000319065 Variance: 8.37367e-06 Variances/cluster: 8.00416e-08 6.03777e-08 0.00391989 5.73927e-08 6.42212e-08 3.886e-07 4.74936e-08 7.4731e-08 0.0422886 5.20456e-07 -------------------------------------------------------------- Initialization seed trial #451 of 1000; initialization seed = 493579676 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 58 BIC score: 501822 Distortion: 0.0492933 Distortions/cluster: 3.64426e-05 4.90368e-05 3.99696e-05 4.30753e-05 0.0003196 0.000104435 4.67043e-05 0.0446389 0.00391362 0.000101507 Variance: 8.34066e-06 Variances/cluster: 6.12281e-08 8.51064e-08 6.86544e-08 6.41901e-08 5.15442e-07 9.92642e-08 2.74699e-06 0.0422886 0.00391989 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #452 of 1000; initialization seed = 493579677 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 41 BIC score: 511484 Distortion: 0.0402929 Distortions/cluster: 4.30816e-05 0.0356196 6.80765e-05 0.00391362 2.37044e-35 0.000101576 8.37767e-05 4.96348e-05 0.000105601 0.000307974 Variance: 6.81775e-06 Variances/cluster: 6.41994e-08 0.035575 7.62086e-08 0.00391989 0 5.65829e-08 9.74973e-08 8.03088e-08 1.00182e-07 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #453 of 1000; initialization seed = 493579678 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 501822 Distortion: 0.0492933 Distortions/cluster: 0.0003196 3.64426e-05 3.99696e-05 4.90368e-05 0.000104435 4.67043e-05 0.0446389 0.00391362 4.30753e-05 0.000101507 Variance: 8.34066e-06 Variances/cluster: 5.15442e-07 6.12281e-08 6.86544e-08 8.51064e-08 9.92642e-08 2.74699e-06 0.0422886 0.00391989 6.41901e-08 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #454 of 1000; initialization seed = 493579679 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 505505 Distortion: 0.0455855 Distortions/cluster: 0.0003196 1.08283e-34 4.90368e-05 0.00034554 3.58899e-05 0.0446389 3.99696e-05 4.31291e-05 1.27749e-35 0.000113371 Variance: 7.71328e-06 Variances/cluster: 5.15442e-07 0 8.51064e-08 3.89087e-07 6.04009e-08 0.0422886 6.86544e-08 6.42703e-08 0 5.73393e-08 -------------------------------------------------------------- Initialization seed trial #455 of 1000; initialization seed = 493579680 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 515990 Distortion: 0.0365936 Distortions/cluster: 0.0003196 1.27749e-35 6.80765e-05 8.37767e-05 1.08283e-34 0.000344247 2.37044e-35 0.000115243 0.0356196 4.31291e-05 Variance: 6.19181e-06 Variances/cluster: 5.15442e-07 0 7.62086e-08 9.74973e-08 0 3.9702e-07 0 5.76447e-08 0.035575 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #456 of 1000; initialization seed = 493579681 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 65 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 4.31034e-05 9.52741e-05 5.11104e-05 4.31422e-05 4.64237e-05 6.80765e-05 0.0446389 8.37767e-05 0.00391362 0.000307974 Variance: 8.34034e-06 Variances/cluster: 7.72401e-08 1.03437e-07 5.27943e-08 6.53614e-08 4.50675e-08 7.62086e-08 0.0422886 9.74973e-08 0.00391989 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #457 of 1000; initialization seed = 493579682 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 6.80765e-05 0.000313359 8.37767e-05 0.00391362 5.18243e-05 4.67043e-05 4.27239e-05 0.0446389 4.66958e-05 9.48004e-05 Variance: 8.34188e-06 Variances/cluster: 7.62086e-08 4.79102e-07 9.74973e-08 0.00391989 5.30386e-08 2.74699e-06 7.72522e-08 0.0422886 4.51563e-08 1.03035e-07 -------------------------------------------------------------- Initialization seed trial #458 of 1000; initialization seed = 493579683 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 77 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.66957e-05 5.18241e-05 4.67043e-05 9.48004e-05 0.0446389 8.37767e-05 4.27239e-05 6.80765e-05 0.000313359 0.00391362 Variance: 8.34188e-06 Variances/cluster: 4.51126e-08 5.30928e-08 2.74699e-06 1.03035e-07 0.0422886 9.74973e-08 7.72522e-08 7.62086e-08 4.79102e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #459 of 1000; initialization seed = 493579684 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 502748 Distortion: 0.049051 Distortions/cluster: 4.96348e-05 0.000101576 4.30816e-05 4.81569e-35 0.000105601 0.00391362 4.67043e-05 8.366e-05 0.0446389 6.81933e-05 Variance: 8.29966e-06 Variances/cluster: 8.03088e-08 5.65829e-08 6.41994e-08 2.67973e-31 1.00182e-07 0.00391989 2.74699e-06 9.74749e-08 0.0422886 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #460 of 1000; initialization seed = 493579685 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 84 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.00010499 0.000307974 0.00391362 3.72578e-05 0.000101576 4.30816e-05 0.0446389 4.96348e-05 4.6908e-05 4.07184e-05 Variance: 8.3392e-06 Variances/cluster: 9.9697e-08 1.71076e-05 0.00391989 6.07595e-08 5.65829e-08 6.41994e-08 0.0422886 8.03088e-08 8.44922e-08 6.9701e-08 -------------------------------------------------------------- Initialization seed trial #461 of 1000; initialization seed = 493579686 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 0 0.00391362 0.000101507 8.37767e-05 6.80765e-05 4.30753e-05 4.67043e-05 0.000105601 0.0003196 0.00872182 Variance: 2.26798e-06 Variances/cluster: 0 0.00391989 5.65759e-08 9.74973e-08 7.62086e-08 6.41901e-08 2.74699e-06 1.00182e-07 5.15442e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #462 of 1000; initialization seed = 493579687 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000307974 6.80765e-05 8.37767e-05 4.30816e-05 0 0.00391362 0.000101576 0.00872182 0.000105601 4.96348e-05 Variance: 2.26652e-06 Variances/cluster: 1.71076e-05 7.62086e-08 9.74973e-08 6.41994e-08 0 0.00391989 5.65829e-08 0.156503 1.00182e-07 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #463 of 1000; initialization seed = 493579688 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 0.000115243 3.67128e-05 4.67839e-05 0 0.00391362 0.000344247 4.07957e-05 0.0003196 0.00872182 4.31291e-05 Variance: 2.29813e-06 Variances/cluster: 5.76447e-08 5.98708e-08 8.44208e-08 0 0.00391989 3.9702e-07 6.98334e-08 5.15442e-07 0.156503 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #464 of 1000; initialization seed = 493579689 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501371 Distortion: 0.049489 Distortions/cluster: 0.000345172 0.00391362 2.19698e-05 3.32281e-05 3.36284e-05 0.000316083 0.0446389 4.59395e-05 0.00011457 2.59086e-05 Variance: 8.37378e-06 Variances/cluster: 3.88235e-07 0.00391989 4.85901e-08 8.00423e-08 7.37233e-08 4.58717e-07 0.0422886 7.81222e-08 5.7596e-08 6.0373e-08 -------------------------------------------------------------- Initialization seed trial #465 of 1000; initialization seed = 493579690 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 65 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 4.30816e-05 0.0446389 6.80765e-05 0.000105601 0.000307974 1.08283e-34 1.27749e-35 0.000101576 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 6.41994e-08 0.0422886 7.62086e-08 1.00182e-07 1.71076e-05 0 0 5.65829e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #466 of 1000; initialization seed = 493579691 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.000307974 4.91981e-05 8.37767e-05 6.80765e-05 0.00391362 4.45648e-05 0.0446389 4.22437e-05 9.57657e-05 4.72422e-05 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 5.15647e-08 9.74973e-08 7.62086e-08 0.00391989 4.47847e-08 0.0422886 6.36145e-08 1.02524e-07 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #467 of 1000; initialization seed = 493579692 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 64 BIC score: 502748 Distortion: 0.049051 Distortions/cluster: 4.67043e-05 4.81569e-35 4.30816e-05 6.80765e-05 4.96348e-05 0.00391362 0.000105601 0.0446389 8.37767e-05 0.000101576 Variance: 8.29966e-06 Variances/cluster: 2.74699e-06 2.67973e-31 6.41994e-08 7.62086e-08 8.03088e-08 0.00391989 1.00182e-07 0.0422886 9.74973e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #468 of 1000; initialization seed = 493579693 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.30816e-05 6.81933e-05 8.366e-05 4.96348e-05 1.08283e-34 0.0446389 1.27749e-35 0.000105601 0.000101576 0.000307974 Variance: 7.68167e-06 Variances/cluster: 6.41994e-08 7.6254e-08 9.74749e-08 8.03088e-08 0 0.0422886 0 1.00182e-07 5.65829e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #469 of 1000; initialization seed = 493579694 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 0.00391362 0.00010499 0.000101507 0.0003196 3.72578e-05 4.6908e-05 4.07184e-05 4.30753e-05 0.0446389 4.67043e-05 Variance: 8.34066e-06 Variances/cluster: 0.00391989 9.9697e-08 5.65759e-08 5.15442e-07 6.07595e-08 8.44922e-08 6.9701e-08 6.41901e-08 0.0422886 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #470 of 1000; initialization seed = 493579695 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 0.00010499 3.72578e-05 4.07184e-05 4.6908e-05 0.0003196 0.000101507 0.0446389 4.67043e-05 4.30753e-05 0.00391362 Variance: 8.34066e-06 Variances/cluster: 9.9697e-08 6.07595e-08 6.9701e-08 8.44922e-08 5.15442e-07 5.65759e-08 0.0422886 2.74699e-06 6.41901e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #471 of 1000; initialization seed = 493579696 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 95 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.0446389 6.80765e-05 4.27239e-05 0.00391362 8.37767e-05 0.000313359 4.67043e-05 4.66957e-05 9.48004e-05 5.18241e-05 Variance: 8.34188e-06 Variances/cluster: 0.0422886 7.62086e-08 7.72522e-08 0.00391989 9.74973e-08 4.79102e-07 2.74699e-06 4.51126e-08 1.03035e-07 5.30928e-08 -------------------------------------------------------------- Initialization seed trial #472 of 1000; initialization seed = 493579697 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.000307974 4.45648e-05 4.72422e-05 0.00391362 6.81933e-05 9.57657e-05 8.366e-05 4.22437e-05 4.91981e-05 0.0446389 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 4.47847e-08 8.00651e-08 0.00391989 7.6254e-08 1.02524e-07 9.74749e-08 6.36145e-08 5.15647e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #473 of 1000; initialization seed = 493579698 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 44 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.37767e-05 4.96348e-05 4.30816e-05 6.80765e-05 0.00391362 0.000101576 0 0.000307974 0.00872182 0.000105601 Variance: 2.26652e-06 Variances/cluster: 9.74973e-08 8.03088e-08 6.41994e-08 7.62086e-08 0.00391989 5.65829e-08 0 1.71076e-05 0.156503 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #474 of 1000; initialization seed = 493579699 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 61 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.0446389 4.67043e-05 6.80765e-05 0.000105601 0.000101507 1.08283e-34 8.37767e-05 0.0003196 1.27749e-35 4.30753e-05 Variance: 7.68312e-06 Variances/cluster: 0.0422886 2.74699e-06 7.62086e-08 1.00182e-07 5.65759e-08 0 9.74973e-08 5.15442e-07 0 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #475 of 1000; initialization seed = 493579700 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 606052 Distortion: 0.00491845 Distortions/cluster: 0.00391362 0 4.6908e-05 0.000322216 2.37044e-35 3.89352e-05 4.07898e-05 0.000509617 9.64317e-35 4.63628e-05 Variance: 8.32225e-07 Variances/cluster: 0.00391989 0 8.44922e-08 5.05793e-07 0 6.32885e-08 6.97038e-08 1.81794e-07 6.86694e-32 6.49282e-08 -------------------------------------------------------------- Initialization seed trial #476 of 1000; initialization seed = 493579701 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 505523 Distortion: 0.0455861 Distortions/cluster: 1.08283e-34 3.58899e-05 0.000316083 4.59395e-05 0.00034554 0.000114735 4.90368e-05 3.99696e-05 0.0446389 1.27749e-35 Variance: 7.71339e-06 Variances/cluster: 0 6.04009e-08 4.58717e-07 7.81222e-08 3.89087e-07 5.76211e-08 8.51064e-08 6.86544e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #477 of 1000; initialization seed = 493579702 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 63 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 4.30816e-05 0.000101576 1.27749e-35 6.80765e-05 0.000307974 4.96348e-05 1.08283e-34 0.0446389 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 6.41994e-08 5.65829e-08 0 7.62086e-08 1.71076e-05 8.03088e-08 0 0.0422886 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #478 of 1000; initialization seed = 493579703 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 1.08283e-34 0.000105601 4.30753e-05 6.80765e-05 1.27749e-35 0.0003196 0.000101507 0.0446389 4.67043e-05 8.37767e-05 Variance: 7.68312e-06 Variances/cluster: 0 1.00182e-07 6.41901e-08 7.62086e-08 0 5.15442e-07 5.65759e-08 0.0422886 2.74699e-06 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #479 of 1000; initialization seed = 493579704 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 0.000101507 4.67043e-05 0.0446389 4.07184e-05 4.6908e-05 3.72578e-05 0.00391362 0.0003196 0.00010499 4.30753e-05 Variance: 8.34066e-06 Variances/cluster: 5.65759e-08 2.74699e-06 0.0422886 6.9701e-08 8.44922e-08 6.07595e-08 0.00391989 5.15442e-07 9.9697e-08 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #480 of 1000; initialization seed = 493579705 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.000307974 0.0446389 0.000101576 4.30816e-05 0.000104435 3.64426e-05 0.00391362 4.90368e-05 3.99696e-05 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 0.0422886 5.65829e-08 6.41994e-08 9.92642e-08 6.12281e-08 0.00391989 8.51064e-08 6.86544e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #481 of 1000; initialization seed = 493579706 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 0.000101576 1.08283e-34 0.0446389 0.000105601 4.96348e-05 1.27749e-35 4.30816e-05 0.000307974 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 5.65829e-08 0 0.0422886 1.00182e-07 8.03088e-08 0 6.41994e-08 1.71076e-05 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #482 of 1000; initialization seed = 493579707 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 4.96348e-05 0.00391362 8.37767e-05 4.30816e-05 0.000105601 0.00872182 6.80765e-05 0.000307974 0.000101576 Variance: 2.26652e-06 Variances/cluster: 0 8.03088e-08 0.00391989 9.74973e-08 6.41994e-08 1.00182e-07 0.156503 7.62086e-08 1.71076e-05 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #483 of 1000; initialization seed = 493579708 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 505523 Distortion: 0.0455861 Distortions/cluster: 0.00034554 0.000114735 1.08283e-34 4.59395e-05 3.99696e-05 0.0446389 1.27749e-35 4.90368e-05 3.58899e-05 0.000316083 Variance: 7.71339e-06 Variances/cluster: 3.89087e-07 5.76211e-08 0 7.81222e-08 6.86544e-08 0.0422886 0 8.51064e-08 6.04009e-08 4.58717e-07 -------------------------------------------------------------- Initialization seed trial #484 of 1000; initialization seed = 493579709 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 501829 Distortion: 0.0492847 Distortions/cluster: 4.30816e-05 4.96348e-05 4.75489e-05 0.0446389 4.04474e-05 3.68885e-05 0.000307974 0.00391362 0.00010499 0.000101576 Variance: 8.3392e-06 Variances/cluster: 6.41994e-08 8.03088e-08 8.47307e-08 0.0422886 6.93558e-08 6.06519e-08 1.71076e-05 0.00391989 9.9697e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #485 of 1000; initialization seed = 493579710 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 505513 Distortion: 0.0455854 Distortions/cluster: 3.67128e-05 4.32888e-05 1.08283e-34 0.0446389 0.000113915 0.000345962 1.27749e-35 0.000319065 4.07957e-05 4.67839e-05 Variance: 7.71327e-06 Variances/cluster: 5.98708e-08 6.42212e-08 0 0.0422886 5.744e-08 3.9e-07 0 5.20456e-07 6.98334e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #486 of 1000; initialization seed = 493579711 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 559285 Distortion: 0.0135826 Distortions/cluster: 0.00391362 0 3.67128e-05 0.000114735 0.00872182 4.59395e-05 0.000316083 0.000346127 4.06713e-05 4.6908e-05 Variance: 2.29824e-06 Variances/cluster: 0.00391989 0 5.98708e-08 5.76211e-08 0.156503 7.81222e-08 4.58717e-07 3.89309e-07 6.97398e-08 8.44922e-08 -------------------------------------------------------------- Initialization seed trial #487 of 1000; initialization seed = 493579712 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501328 Distortion: 0.0493006 Distortions/cluster: 0.0446389 8.37767e-05 9.43593e-05 4.20618e-05 6.80765e-05 0.00391362 4.67043e-05 0.000313266 4.90832e-05 5.07145e-05 Variance: 8.34189e-06 Variances/cluster: 0.0422886 9.74973e-08 1.03228e-07 7.78861e-08 7.62086e-08 0.00391989 2.74699e-06 4.79692e-07 4.54854e-08 5.32658e-08 -------------------------------------------------------------- Initialization seed trial #488 of 1000; initialization seed = 493579713 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 8.37767e-05 4.45648e-05 4.22437e-05 0.0446389 6.80765e-05 0.000307974 9.57657e-05 4.91981e-05 4.72422e-05 0.00391362 Variance: 8.34034e-06 Variances/cluster: 9.74973e-08 4.47847e-08 6.36145e-08 0.0422886 7.62086e-08 1.71076e-05 1.02524e-07 5.15647e-08 8.00651e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #489 of 1000; initialization seed = 493579714 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 6.81933e-05 0.000101576 4.96348e-05 0.00391362 0.000307974 0 0.00872182 8.366e-05 4.30816e-05 0.000105601 Variance: 2.26653e-06 Variances/cluster: 7.6254e-08 5.65829e-08 8.03088e-08 0.00391989 1.71076e-05 0 0.156503 9.74749e-08 6.41994e-08 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #490 of 1000; initialization seed = 493579715 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 559285 Distortion: 0.013582 Distortions/cluster: 0.000115243 4.31291e-05 0.00391362 4.90368e-05 0.0003196 0.000344247 0 0.00872182 3.53674e-05 3.99055e-05 Variance: 2.29813e-06 Variances/cluster: 5.76447e-08 6.42703e-08 0.00391989 8.51064e-08 5.15442e-07 3.9702e-07 0 0.156503 5.95215e-08 6.86622e-08 -------------------------------------------------------------- Initialization seed trial #491 of 1000; initialization seed = 493579716 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 4.4522e-05 0.000317415 0.0446389 4.67043e-05 6.80765e-05 9.57657e-05 0.00391362 4.8886e-05 8.37767e-05 4.23198e-05 Variance: 8.34179e-06 Variances/cluster: 4.47417e-08 5.34325e-07 0.0422886 2.74699e-06 7.62086e-08 1.02524e-07 0.00391989 5.13992e-08 9.74973e-08 6.37292e-08 -------------------------------------------------------------- Initialization seed trial #492 of 1000; initialization seed = 493579717 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 77 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 3.64426e-05 0.0446389 0.00391362 0.000104435 0.000307974 3.99696e-05 4.30816e-05 4.90368e-05 4.96348e-05 0.000101576 Variance: 8.3392e-06 Variances/cluster: 6.12281e-08 0.0422886 0.00391989 9.92642e-08 1.71076e-05 6.86544e-08 6.41994e-08 8.51064e-08 8.03088e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #493 of 1000; initialization seed = 493579718 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 45 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 8.37767e-05 0.0446389 6.80765e-05 4.91981e-05 4.72422e-05 0.00391362 4.22437e-05 0.000307974 4.45648e-05 9.57657e-05 Variance: 8.34034e-06 Variances/cluster: 9.74973e-08 0.0422886 7.62086e-08 5.15647e-08 8.00651e-08 0.00391989 6.36145e-08 1.71076e-05 4.47847e-08 1.02524e-07 -------------------------------------------------------------- Initialization seed trial #494 of 1000; initialization seed = 493579719 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 4.67043e-05 6.80765e-05 0.0003196 0.000101507 0 0.00872182 0.000105601 4.30753e-05 0.00391362 8.37767e-05 Variance: 2.26798e-06 Variances/cluster: 2.74699e-06 7.62086e-08 5.15442e-07 5.65759e-08 0 0.156503 1.00182e-07 6.41901e-08 0.00391989 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #495 of 1000; initialization seed = 493579720 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 501834 Distortion: 0.0492847 Distortions/cluster: 0.000101576 0.00391362 4.67839e-05 0.00010888 4.30816e-05 0.000304149 3.73047e-05 0.0446389 4.07957e-05 4.96348e-05 Variance: 8.33921e-06 Variances/cluster: 5.65829e-08 0.00391989 8.44208e-08 1.03292e-07 6.41994e-08 1.78889e-05 6.0737e-08 0.0422886 6.98334e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #496 of 1000; initialization seed = 493579721 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 574948 Distortion: 0.0096959 Distortions/cluster: 0.00872182 8.37767e-05 1.27749e-35 1.08283e-34 0.000319065 0.000345962 6.80765e-05 0 0.000113915 4.32888e-05 Variance: 1.64059e-06 Variances/cluster: 0.156503 9.74973e-08 0 0 5.20456e-07 3.9e-07 7.62086e-08 0 5.744e-08 6.42212e-08 -------------------------------------------------------------- Initialization seed trial #497 of 1000; initialization seed = 493579722 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.30816e-05 6.80765e-05 8.37767e-05 0.000101576 0.000307974 0.000105601 1.08283e-34 4.96348e-05 1.27749e-35 0.0446389 Variance: 7.68167e-06 Variances/cluster: 6.41994e-08 7.62086e-08 9.74973e-08 5.65829e-08 1.71076e-05 1.00182e-07 0 8.03088e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #498 of 1000; initialization seed = 493579723 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 64 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 8.37767e-05 4.30816e-05 4.96348e-05 6.80765e-05 1.08283e-34 1.27749e-35 0.000307974 0.0446389 0.000101576 0.000105601 Variance: 7.68167e-06 Variances/cluster: 9.74973e-08 6.41994e-08 8.03088e-08 7.62086e-08 0 0 1.71076e-05 0.0422886 5.65829e-08 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #499 of 1000; initialization seed = 493579724 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 505524 Distortion: 0.0455854 Distortions/cluster: 3.62982e-05 0.0446389 4.31291e-05 0.0003196 1.08283e-34 1.27749e-35 4.04474e-05 4.75489e-05 0.000344247 0.000115243 Variance: 7.71327e-06 Variances/cluster: 5.97798e-08 0.0422886 6.42703e-08 5.15442e-07 0 0 6.93558e-08 8.47307e-08 3.9702e-07 5.76447e-08 -------------------------------------------------------------- Initialization seed trial #500 of 1000; initialization seed = 493579725 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 1.27749e-35 4.30753e-05 6.80765e-05 0.0003196 8.37767e-05 1.08283e-34 0.0446389 4.67043e-05 0.000105601 0.000101507 Variance: 7.68312e-06 Variances/cluster: 0 6.41901e-08 7.62086e-08 5.15442e-07 9.74973e-08 0 0.0422886 2.74699e-06 1.00182e-07 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #501 of 1000; initialization seed = 493579726 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.94716e-05 0.0446389 0.000307974 4.08682e-05 8.37767e-05 9.5956e-05 0.00391362 4.4522e-05 4.82377e-05 6.80765e-05 Variance: 8.34034e-06 Variances/cluster: 8.03046e-08 0.0422886 1.71076e-05 6.32579e-08 9.74973e-08 1.02398e-07 0.00391989 4.47417e-08 5.11478e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #502 of 1000; initialization seed = 493579727 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 559285 Distortion: 0.013582 Distortions/cluster: 4.31291e-05 0.000115243 0.0003196 0.000344247 3.53674e-05 3.99055e-05 4.90368e-05 0 0.00872182 0.00391362 Variance: 2.29813e-06 Variances/cluster: 6.42703e-08 5.76447e-08 5.15442e-07 3.9702e-07 5.95215e-08 6.86622e-08 8.51064e-08 0 0.156503 0.00391989 -------------------------------------------------------------- Initialization seed trial #503 of 1000; initialization seed = 493579728 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 6.80765e-05 0.000312393 0.00391362 8.37767e-05 4.67043e-05 9.52741e-05 0.0446389 4.67519e-05 5.1514e-05 4.30202e-05 Variance: 8.3418e-06 Variances/cluster: 7.62086e-08 5.66911e-07 0.00391989 9.74973e-08 2.74699e-06 1.03437e-07 0.0422886 4.51668e-08 5.29378e-08 6.53746e-08 -------------------------------------------------------------- Initialization seed trial #504 of 1000; initialization seed = 493579729 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 56 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.0446389 1.08283e-34 4.30753e-05 0.000105601 1.27749e-35 0.0003196 6.80765e-05 4.67043e-05 0.000101507 8.37767e-05 Variance: 7.68312e-06 Variances/cluster: 0.0422886 0 6.41901e-08 1.00182e-07 0 5.15442e-07 7.62086e-08 2.74699e-06 5.65759e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #505 of 1000; initialization seed = 493579730 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 61 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000307974 0.000105601 6.80765e-05 8.37767e-05 4.30816e-05 0.0446389 4.96348e-05 1.27749e-35 1.08283e-34 0.000101576 Variance: 7.68167e-06 Variances/cluster: 1.71076e-05 1.00182e-07 7.62086e-08 9.74973e-08 6.41994e-08 0.0422886 8.03088e-08 0 0 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #506 of 1000; initialization seed = 493579731 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 80 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.96348e-05 0.00872182 0.000307974 0 0.000105601 6.80765e-05 0.00391362 4.30816e-05 8.37767e-05 0.000101576 Variance: 2.26652e-06 Variances/cluster: 8.03088e-08 0.156503 1.71076e-05 0 1.00182e-07 7.62086e-08 0.00391989 6.41994e-08 9.74973e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #507 of 1000; initialization seed = 493579732 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.0446389 0.00391362 4.94716e-05 4.08682e-05 9.5956e-05 4.82377e-05 4.4522e-05 0.000307974 6.80765e-05 8.37767e-05 Variance: 8.34034e-06 Variances/cluster: 0.0422886 0.00391989 8.03046e-08 6.32579e-08 1.02398e-07 5.11478e-08 4.47417e-08 1.71076e-05 7.62086e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #508 of 1000; initialization seed = 493579733 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 55 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000101576 6.80765e-05 4.96348e-05 4.30816e-05 0.000105601 0 0.000307974 8.37767e-05 0.00391362 0.00872182 Variance: 2.26652e-06 Variances/cluster: 5.65829e-08 7.62086e-08 8.03088e-08 6.41994e-08 1.00182e-07 0 1.71076e-05 9.74973e-08 0.00391989 0.156503 -------------------------------------------------------------- Initialization seed trial #509 of 1000; initialization seed = 493579734 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 81 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 0.000312393 5.1514e-05 0.0446389 6.80765e-05 0.00391362 4.67043e-05 8.37767e-05 9.52741e-05 4.67519e-05 4.30202e-05 Variance: 8.3418e-06 Variances/cluster: 5.66911e-07 5.29378e-08 0.0422886 7.62086e-08 0.00391989 2.74699e-06 9.74973e-08 1.03437e-07 4.51668e-08 6.53746e-08 -------------------------------------------------------------- Initialization seed trial #510 of 1000; initialization seed = 493579735 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 4.67043e-05 0.0446389 1.08283e-34 0.000101507 6.80765e-05 0.0003196 4.30753e-05 1.27749e-35 0.000105601 8.37767e-05 Variance: 7.68312e-06 Variances/cluster: 2.74699e-06 0.0422886 0 5.65759e-08 7.62086e-08 5.15442e-07 6.41901e-08 0 1.00182e-07 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #511 of 1000; initialization seed = 493579736 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 76 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.37767e-05 4.30816e-05 0.000101576 4.96348e-05 0 0.00872182 0.000307974 0.000105601 6.80765e-05 0.00391362 Variance: 2.26652e-06 Variances/cluster: 9.74973e-08 6.41994e-08 5.65829e-08 8.03088e-08 0 0.156503 1.71076e-05 1.00182e-07 7.62086e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #512 of 1000; initialization seed = 493579737 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 44 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.91981e-05 6.80765e-05 0.000307974 4.45648e-05 4.72422e-05 8.37767e-05 9.57657e-05 0.0446389 4.22437e-05 0.00391362 Variance: 8.34034e-06 Variances/cluster: 5.15647e-08 7.62086e-08 1.71076e-05 4.47847e-08 8.00651e-08 9.74973e-08 1.02524e-07 0.0422886 6.36145e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #513 of 1000; initialization seed = 493579738 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.65898e-05 4.27239e-05 6.80765e-05 0.0446389 0.000313359 9.48004e-05 5.19309e-05 0.00391362 8.37767e-05 4.67043e-05 Variance: 8.34188e-06 Variances/cluster: 4.49668e-08 7.72522e-08 7.62086e-08 0.0422886 4.79102e-07 1.03035e-07 5.32567e-08 0.00391989 9.74973e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #514 of 1000; initialization seed = 493579739 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 3.67128e-05 4.31291e-05 4.67839e-05 0.000344247 0 0.000115243 0.0003196 4.07957e-05 0.00872182 0.00391362 Variance: 2.29813e-06 Variances/cluster: 5.98708e-08 6.42703e-08 8.44208e-08 3.9702e-07 0 5.76447e-08 5.15442e-07 6.98334e-08 0.156503 0.00391989 -------------------------------------------------------------- Initialization seed trial #515 of 1000; initialization seed = 493579740 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.72422e-05 0.000307974 4.22437e-05 6.80765e-05 0.0446389 0.00391362 4.45648e-05 4.91981e-05 8.37767e-05 9.57657e-05 Variance: 8.34034e-06 Variances/cluster: 8.00651e-08 1.71076e-05 6.36145e-08 7.62086e-08 0.0422886 0.00391989 4.47847e-08 5.15647e-08 9.74973e-08 1.02524e-07 -------------------------------------------------------------- Initialization seed trial #516 of 1000; initialization seed = 493579741 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.30816e-05 0.000101576 6.80765e-05 1.08283e-34 0.000105601 0.0446389 4.96348e-05 8.37767e-05 1.27749e-35 0.000307974 Variance: 7.68167e-06 Variances/cluster: 6.41994e-08 5.65829e-08 7.62086e-08 0 1.00182e-07 0.0422886 8.03088e-08 9.74973e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #517 of 1000; initialization seed = 493579742 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 559267 Distortion: 0.013582 Distortions/cluster: 0.00034554 0.0003196 4.31291e-05 3.99696e-05 3.58899e-05 0.000113371 0 0.00872182 4.90368e-05 0.00391362 Variance: 2.29813e-06 Variances/cluster: 3.89087e-07 5.15442e-07 6.42703e-08 6.86544e-08 6.04009e-08 5.73393e-08 0 0.156503 8.51064e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #518 of 1000; initialization seed = 493579743 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.82377e-05 4.4522e-05 4.08682e-05 9.5956e-05 0.0446389 4.94716e-05 0.000307974 0.00391362 6.81933e-05 8.366e-05 Variance: 8.34034e-06 Variances/cluster: 5.11478e-08 4.47417e-08 6.32579e-08 1.02398e-07 0.0422886 8.03046e-08 1.71076e-05 0.00391989 7.6254e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #519 of 1000; initialization seed = 493579744 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 56 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 4.96348e-05 6.80765e-05 1.08283e-34 8.37767e-05 0.000105601 0.0446389 1.27749e-35 4.30816e-05 0.000307974 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 8.03088e-08 7.62086e-08 0 9.74973e-08 1.00182e-07 0.0422886 0 6.41994e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #520 of 1000; initialization seed = 493579745 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.4522e-05 4.82377e-05 6.81933e-05 4.08682e-05 0.0446389 0.000307974 8.366e-05 9.5956e-05 0.00391362 4.94716e-05 Variance: 8.34034e-06 Variances/cluster: 4.47417e-08 5.11478e-08 7.6254e-08 6.32579e-08 0.0422886 1.71076e-05 9.74749e-08 1.02398e-07 0.00391989 8.03046e-08 -------------------------------------------------------------- Initialization seed trial #521 of 1000; initialization seed = 493579746 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 71 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000307974 6.80765e-05 0.000101576 0.0446389 0.000105601 4.30816e-05 1.08283e-34 4.96348e-05 1.27749e-35 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 1.71076e-05 7.62086e-08 5.65829e-08 0.0422886 1.00182e-07 6.41994e-08 0 8.03088e-08 0 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #522 of 1000; initialization seed = 493579747 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 72 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.30816e-05 8.37767e-05 0.000307974 0.000101576 0 4.96348e-05 0.000105601 6.80765e-05 0.00872182 0.00391362 Variance: 2.26652e-06 Variances/cluster: 6.41994e-08 9.74973e-08 1.71076e-05 5.65829e-08 0 8.03088e-08 1.00182e-07 7.62086e-08 0.156503 0.00391989 -------------------------------------------------------------- Initialization seed trial #523 of 1000; initialization seed = 493579748 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 514410 Distortion: 0.036745 Distortions/cluster: 4.27239e-05 0.0106882 9.52901e-05 0.000314009 4.67043e-05 5.17382e-05 4.67836e-05 0.000114323 0.0214317 0.00391362 Variance: 6.21744e-06 Variances/cluster: 7.72522e-08 0.197295 1.03454e-07 4.79362e-07 2.74699e-06 5.31136e-08 4.51103e-08 1.08949e-07 3.05195e-05 0.00391989 -------------------------------------------------------------- Initialization seed trial #524 of 1000; initialization seed = 493579749 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 4.30753e-05 4.67043e-05 4.74532e-05 3.67534e-05 4.06785e-05 0.0003196 0.0446389 0.000101507 0.00010499 0.00391362 Variance: 8.34066e-06 Variances/cluster: 6.41901e-08 2.74699e-06 8.47111e-08 6.05294e-08 6.95137e-08 5.15442e-07 0.0422886 5.65759e-08 9.9697e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #525 of 1000; initialization seed = 493579750 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 521549 Distortion: 0.0321501 Distortions/cluster: 0.0214319 1.27749e-35 0.00998646 0.000106086 0.000114171 0.000101507 4.67043e-05 0.0003196 0 4.3708e-05 Variance: 5.43995e-06 Variances/cluster: 3.04763e-05 0 0.185417 1.00547e-07 1.08907e-07 5.65759e-08 2.74699e-06 5.15442e-07 0 6.50359e-08 -------------------------------------------------------------- Initialization seed trial #526 of 1000; initialization seed = 493579751 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 4.31291e-05 0.000344247 0.0003196 4.07957e-05 3.67128e-05 1.27749e-35 0.000115243 1.08283e-34 4.67839e-05 0.0446389 Variance: 7.71327e-06 Variances/cluster: 6.42703e-08 3.9702e-07 5.15442e-07 6.98334e-08 5.98708e-08 0 5.76447e-08 0 8.44208e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #527 of 1000; initialization seed = 493579752 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 92 BIC score: 515023 Distortion: 0.0362387 Distortions/cluster: 0 0.0102945 0.000314009 0.00391362 4.67043e-05 9.52901e-05 0.0214334 4.66957e-05 4.27239e-05 5.18241e-05 Variance: 6.13177e-06 Variances/cluster: 0 9.88536e-06 4.79362e-07 0.00391989 2.74699e-06 1.03454e-07 3.0178e-05 4.51126e-08 7.72522e-08 5.30928e-08 -------------------------------------------------------------- Initialization seed trial #528 of 1000; initialization seed = 493579753 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.30816e-05 0.000105601 1.08283e-34 0.000307974 0.000101576 0.0446389 4.96348e-05 8.366e-05 6.81933e-05 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 6.41994e-08 1.00182e-07 0 1.71076e-05 5.65829e-08 0.0422886 8.03088e-08 9.74749e-08 7.6254e-08 0 -------------------------------------------------------------- Initialization seed trial #529 of 1000; initialization seed = 493579754 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 4.90368e-05 3.99696e-05 0.000104435 0.000307974 4.30816e-05 0.000101576 4.96348e-05 3.64426e-05 0.00391362 0.0446389 Variance: 8.3392e-06 Variances/cluster: 8.51064e-08 6.86544e-08 9.92642e-08 1.71076e-05 6.41994e-08 5.65829e-08 8.03088e-08 6.12281e-08 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #530 of 1000; initialization seed = 493579755 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 559280 Distortion: 0.0135826 Distortions/cluster: 4.67839e-05 0 0.000313621 4.86539e-05 0.00391362 3.67128e-05 0.000114485 0.000346127 4.07957e-05 0.00872182 Variance: 2.29824e-06 Variances/cluster: 8.44208e-08 0 4.66658e-07 8.01483e-08 0.00391989 5.98708e-08 5.75533e-08 3.89309e-07 6.98334e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #531 of 1000; initialization seed = 493579756 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 86 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 4.6908e-05 0.000101576 4.30816e-05 0.000307974 0.0446389 3.72578e-05 0.00010499 0.00391362 4.07184e-05 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 8.44922e-08 5.65829e-08 6.41994e-08 1.71076e-05 0.0422886 6.07595e-08 9.9697e-08 0.00391989 6.9701e-08 -------------------------------------------------------------- Initialization seed trial #532 of 1000; initialization seed = 493579757 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.0446389 0.000307974 0.000101576 0.00010499 4.96348e-05 4.07184e-05 3.72578e-05 0.00391362 4.30816e-05 4.6908e-05 Variance: 8.3392e-06 Variances/cluster: 0.0422886 1.71076e-05 5.65829e-08 9.9697e-08 8.03088e-08 6.9701e-08 6.07595e-08 0.00391989 6.41994e-08 8.44922e-08 -------------------------------------------------------------- Initialization seed trial #533 of 1000; initialization seed = 493579758 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 91 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 8.37767e-05 6.80765e-05 9.48004e-05 4.66957e-05 4.27239e-05 0.000313359 4.67043e-05 0.00391362 0.0446389 5.18241e-05 Variance: 8.34188e-06 Variances/cluster: 9.74973e-08 7.62086e-08 1.03035e-07 4.51126e-08 7.72522e-08 4.79102e-07 2.74699e-06 0.00391989 0.0422886 5.30928e-08 -------------------------------------------------------------- Initialization seed trial #534 of 1000; initialization seed = 493579759 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 9.57657e-05 4.72422e-05 4.91981e-05 6.80765e-05 4.22437e-05 0.000307974 0.00391362 0.0446389 4.45648e-05 8.37767e-05 Variance: 8.34034e-06 Variances/cluster: 1.02524e-07 8.00651e-08 5.15647e-08 7.62086e-08 6.36145e-08 1.71076e-05 0.00391989 0.0422886 4.47847e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #535 of 1000; initialization seed = 493579760 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 0 6.80765e-05 8.37767e-05 0.000105601 0.000307974 4.30816e-05 4.96348e-05 0.000101576 0.00872182 Variance: 2.26652e-06 Variances/cluster: 0.00391989 0 7.62086e-08 9.74973e-08 1.00182e-07 1.71076e-05 6.41994e-08 8.03088e-08 5.65829e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #536 of 1000; initialization seed = 493579761 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 85 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 0.000114323 0.000307974 1.27749e-35 0.00998646 0.000101507 0.0214317 0.000106086 4.96348e-05 0 4.37837e-05 Variance: 5.43849e-06 Variances/cluster: 1.08949e-07 1.71076e-05 0 0.185417 5.65759e-08 3.05195e-05 1.00547e-07 8.03088e-08 0 6.50518e-08 -------------------------------------------------------------- Initialization seed trial #537 of 1000; initialization seed = 493579762 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 506148 Distortion: 0.0453989 Distortions/cluster: 1.27749e-35 9.57143e-05 1.08283e-34 8.37767e-05 6.80765e-05 0.00011116 0.000307974 0.0446389 4.36151e-05 4.96356e-05 Variance: 7.6817e-06 Variances/cluster: 0 5.59677e-08 0 9.74973e-08 7.62086e-08 9.81027e-08 1.71076e-05 0.0422886 6.41342e-08 8.07019e-08 -------------------------------------------------------------- Initialization seed trial #538 of 1000; initialization seed = 493579763 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 78 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 8.37767e-05 4.27239e-05 5.18241e-05 4.66957e-05 0.0446389 9.48004e-05 0.00391362 4.67043e-05 0.000313359 6.80765e-05 Variance: 8.34188e-06 Variances/cluster: 9.74973e-08 7.72522e-08 5.30928e-08 4.51126e-08 0.0422886 1.03035e-07 0.00391989 2.74699e-06 4.79102e-07 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #539 of 1000; initialization seed = 493579764 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 8.37767e-05 9.48004e-05 5.17427e-05 4.67818e-05 4.27239e-05 0.0446389 0.00391362 6.80765e-05 0.000313359 4.67043e-05 Variance: 8.34188e-06 Variances/cluster: 9.74973e-08 1.03035e-07 5.32824e-08 4.49352e-08 7.72522e-08 0.0422886 0.00391989 7.62086e-08 4.79835e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #540 of 1000; initialization seed = 493579765 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 605363 Distortion: 0.00488771 Distortions/cluster: 0.000345962 8.37767e-05 4.32888e-05 6.80765e-05 0.000319065 9.64317e-35 2.37044e-35 0.000113915 0.00391362 0 Variance: 8.27023e-07 Variances/cluster: 3.9e-07 9.74973e-08 6.42212e-08 7.62086e-08 5.20456e-07 6.86694e-32 0 5.744e-08 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #541 of 1000; initialization seed = 493579766 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 605369 Distortion: 0.00488836 Distortions/cluster: 6.80765e-05 4.59395e-05 0.00391362 0.000316083 0.000114735 9.64317e-35 8.37767e-05 0 0.000346127 2.37044e-35 Variance: 8.27134e-07 Variances/cluster: 7.62086e-08 7.81222e-08 0.00391989 4.58717e-07 5.76211e-08 6.86694e-32 9.74973e-08 0 3.89309e-07 0 -------------------------------------------------------------- Initialization seed trial #542 of 1000; initialization seed = 493579767 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 502352 Distortion: 0.0493144 Distortions/cluster: 0.000307974 1.94117e-05 2.46633e-05 0.000104296 0.00391362 0.000128738 0.000107672 0.0446389 3.44908e-05 3.45909e-05 Variance: 8.34423e-06 Variances/cluster: 1.71076e-05 6.38337e-08 7.20923e-08 9.85705e-08 0.00391989 6.41383e-08 1.00525e-07 0.0422886 6.09179e-08 6.39184e-08 -------------------------------------------------------------- Initialization seed trial #543 of 1000; initialization seed = 493579768 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 41 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.0446389 4.96348e-05 0.000105601 1.08283e-34 4.30816e-05 0.000101576 1.27749e-35 0.000307974 8.37767e-05 6.80765e-05 Variance: 7.68167e-06 Variances/cluster: 0.0422886 8.03088e-08 1.00182e-07 0 6.41994e-08 5.65829e-08 0 1.71076e-05 9.74973e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #544 of 1000; initialization seed = 493579769 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 501423 Distortion: 0.0494851 Distortions/cluster: 3.39478e-05 3.27527e-05 0.00391362 0.00034554 2.43786e-05 4.32888e-05 0.000319065 0.00011375 1.98062e-05 0.0446389 Variance: 8.37311e-06 Variances/cluster: 6.00649e-08 6.07463e-08 0.00391989 3.89087e-07 7.18907e-08 6.42212e-08 5.20456e-07 5.74149e-08 6.42853e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #545 of 1000; initialization seed = 493579770 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 56 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.0003196 1.27749e-35 0.0446389 4.67043e-05 1.08283e-34 0.000105601 8.37767e-05 4.30753e-05 0.000101507 6.80765e-05 Variance: 7.68312e-06 Variances/cluster: 5.15442e-07 0 0.0422886 2.74699e-06 0 1.00182e-07 9.74973e-08 6.41901e-08 5.65759e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #546 of 1000; initialization seed = 493579771 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 515031 Distortion: 0.0362388 Distortions/cluster: 5.12768e-05 0.000313727 0.00391362 0.0102945 4.87759e-05 0 9.45297e-05 0.0214334 4.23054e-05 4.67043e-05 Variance: 6.13178e-06 Variances/cluster: 5.35191e-08 4.81875e-07 0.00391989 9.88536e-06 4.54533e-08 0 1.03302e-07 3.0178e-05 7.79043e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #547 of 1000; initialization seed = 493579772 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.72422e-05 9.57657e-05 6.80765e-05 4.45648e-05 0.0446389 0.00391362 4.22437e-05 8.37767e-05 4.91981e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 8.00651e-08 1.02524e-07 7.62086e-08 4.47847e-08 0.0422886 0.00391989 6.36145e-08 9.74973e-08 5.15647e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #548 of 1000; initialization seed = 493579773 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 3.67128e-05 1.27749e-35 0.000344247 4.67839e-05 4.07957e-05 0.0003196 1.08283e-34 0.000115243 0.0446389 4.31291e-05 Variance: 7.71327e-06 Variances/cluster: 5.98708e-08 0 3.9702e-07 8.44208e-08 6.98334e-08 5.15442e-07 0 5.76447e-08 0.0422886 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #549 of 1000; initialization seed = 493579774 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 0.0446389 4.30816e-05 8.366e-05 0.000307974 0.000101576 4.96348e-05 1.08283e-34 1.27749e-35 6.81933e-05 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 0.0422886 6.41994e-08 9.74749e-08 1.71076e-05 5.65829e-08 8.03088e-08 0 0 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #550 of 1000; initialization seed = 493579775 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 86 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00872182 0.00391362 8.37767e-05 4.30816e-05 0.000307974 0.000101576 0.000105601 0 6.80765e-05 4.96348e-05 Variance: 2.26652e-06 Variances/cluster: 0.156503 0.00391989 9.74973e-08 6.41994e-08 1.71076e-05 5.65829e-08 1.00182e-07 0 7.62086e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #551 of 1000; initialization seed = 493579776 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 47 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 6.80765e-05 4.30816e-05 0.000101576 1.27749e-35 0.0446389 8.37767e-05 0.000307974 1.08283e-34 4.96348e-05 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 7.62086e-08 6.41994e-08 5.65829e-08 0 0.0422886 9.74973e-08 1.71076e-05 0 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #552 of 1000; initialization seed = 493579777 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 0.0446389 9.52741e-05 8.37767e-05 4.31422e-05 0.00391362 5.11104e-05 0.000307974 4.31034e-05 6.80765e-05 4.64237e-05 Variance: 8.34034e-06 Variances/cluster: 0.0422886 1.03437e-07 9.74973e-08 6.53614e-08 0.00391989 5.27943e-08 1.71076e-05 7.72401e-08 7.62086e-08 4.50675e-08 -------------------------------------------------------------- Initialization seed trial #553 of 1000; initialization seed = 493579778 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 514999 Distortion: 0.0362296 Distortions/cluster: 0.0102945 4.94716e-05 4.15022e-05 0.0214334 4.4522e-05 9.64445e-05 0 0.000307974 4.82377e-05 0.00391362 Variance: 6.13023e-06 Variances/cluster: 9.88536e-06 8.03046e-08 6.41401e-08 3.0178e-05 4.47417e-08 1.0281e-07 0 1.71076e-05 5.11478e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #554 of 1000; initialization seed = 493579779 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 70 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.000307974 4.6908e-05 0.000101576 4.30816e-05 4.07184e-05 0.00010499 3.72578e-05 4.96348e-05 0.0446389 0.00391362 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 8.44922e-08 5.65829e-08 6.41994e-08 6.9701e-08 9.9697e-08 6.07595e-08 8.03088e-08 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #555 of 1000; initialization seed = 493579780 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 515000 Distortion: 0.0362296 Distortions/cluster: 0.0102926 0.0214352 4.4522e-05 9.6512e-05 0.000307974 0.00391362 0 4.41193e-05 4.61478e-05 4.88408e-05 Variance: 6.13022e-06 Variances/cluster: 9.99886e-06 2.9679e-05 4.47417e-08 1.02772e-07 1.71076e-05 0.00391989 0 6.59424e-08 7.86101e-08 5.146e-08 -------------------------------------------------------------- Initialization seed trial #556 of 1000; initialization seed = 493579781 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 95 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 0.000307974 4.31422e-05 4.31034e-05 0.00391362 6.80765e-05 9.52741e-05 5.11104e-05 8.37767e-05 4.64237e-05 0.0446389 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 6.53614e-08 7.72401e-08 0.00391989 7.62086e-08 1.03437e-07 5.27943e-08 9.74973e-08 4.50675e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #557 of 1000; initialization seed = 493579782 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 42 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.000344247 0.000115243 1.08283e-34 1.27749e-35 4.67839e-05 0.0446389 3.67128e-05 4.07957e-05 4.31291e-05 0.0003196 Variance: 7.71327e-06 Variances/cluster: 3.9702e-07 5.76447e-08 0 0 8.44208e-08 0.0422886 5.98708e-08 6.98334e-08 6.42703e-08 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #558 of 1000; initialization seed = 493579783 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 574948 Distortion: 0.0096959 Distortions/cluster: 0 6.80765e-05 0.000113915 1.08283e-34 1.27749e-35 8.37767e-05 0.00872182 0.000345962 0.000319065 4.32888e-05 Variance: 1.64059e-06 Variances/cluster: 0 7.62086e-08 5.744e-08 0 0 9.74973e-08 0.156503 3.9e-07 5.20456e-07 6.42212e-08 -------------------------------------------------------------- Initialization seed trial #559 of 1000; initialization seed = 493579784 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 515174 Distortion: 0.0367329 Distortions/cluster: 4.20574e-05 0.021426 8.58208e-05 4.96348e-05 4.67043e-05 0.00391362 5.96587e-05 0.000118409 0.0106882 0.000302797 Variance: 6.21537e-06 Variances/cluster: 6.24869e-08 3.16849e-05 5.31674e-08 8.03088e-08 2.74699e-06 0.00391989 5.34528e-08 1.10421e-07 0.197295 2.48165e-06 -------------------------------------------------------------- Initialization seed trial #560 of 1000; initialization seed = 493579785 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.00872182 0 0.000115243 0.0003196 4.31291e-05 6.80765e-05 1.08283e-34 0.000344247 1.27749e-35 8.37767e-05 Variance: 1.64059e-06 Variances/cluster: 0.156503 0 5.76447e-08 5.15442e-07 6.42703e-08 7.62086e-08 0 3.9702e-07 0 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #561 of 1000; initialization seed = 493579786 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 3.64426e-05 4.30816e-05 0.000101576 3.99696e-05 0.0446389 0.00391362 0.000307974 4.90368e-05 0.000104435 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 6.12281e-08 6.41994e-08 5.65829e-08 6.86544e-08 0.0422886 0.00391989 1.71076e-05 8.51064e-08 9.92642e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #562 of 1000; initialization seed = 493579787 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.00391362 0.000307974 4.4522e-05 4.08682e-05 6.80765e-05 9.5956e-05 4.82377e-05 8.37767e-05 4.94716e-05 0.0446389 Variance: 8.34034e-06 Variances/cluster: 0.00391989 1.71076e-05 4.47417e-08 6.32579e-08 7.62086e-08 1.02398e-07 5.11478e-08 9.74973e-08 8.03046e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #563 of 1000; initialization seed = 493579788 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.81933e-05 0.000105601 0.000101576 0.000307974 4.30816e-05 8.366e-05 1.27749e-35 1.08283e-34 4.96348e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 7.6254e-08 1.00182e-07 5.65829e-08 1.71076e-05 6.41994e-08 9.74749e-08 0 0 8.03088e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #564 of 1000; initialization seed = 493579789 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.00391362 0.0446389 4.08682e-05 4.4522e-05 4.94716e-05 9.5956e-05 4.82377e-05 8.366e-05 0.000307974 6.81933e-05 Variance: 8.34034e-06 Variances/cluster: 0.00391989 0.0422886 6.32579e-08 4.47417e-08 8.03046e-08 1.02398e-07 5.11478e-08 9.74749e-08 1.71076e-05 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #565 of 1000; initialization seed = 493579790 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 83 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.96348e-05 0 0.000101576 0.00872182 8.37767e-05 0.000307974 6.80765e-05 4.30816e-05 0.00391362 0.000105601 Variance: 2.26652e-06 Variances/cluster: 8.03088e-08 0 5.65829e-08 0.156503 9.74973e-08 1.71076e-05 7.62086e-08 6.41994e-08 0.00391989 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #566 of 1000; initialization seed = 493579791 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.000307974 3.72578e-05 0.0446389 0.00391362 4.96348e-05 4.07184e-05 4.6908e-05 0.000101576 0.00010499 4.30816e-05 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 6.07595e-08 0.0422886 0.00391989 8.03088e-08 6.9701e-08 8.44922e-08 5.65829e-08 9.9697e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #567 of 1000; initialization seed = 493579792 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 88 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.27239e-05 6.80765e-05 5.18241e-05 8.37767e-05 9.48004e-05 4.67043e-05 0.0446389 0.000313359 0.00391362 4.66957e-05 Variance: 8.34188e-06 Variances/cluster: 7.72522e-08 7.62086e-08 5.30928e-08 9.74973e-08 1.03035e-07 2.74699e-06 0.0422886 4.79102e-07 0.00391989 4.51126e-08 -------------------------------------------------------------- Initialization seed trial #568 of 1000; initialization seed = 493579793 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.0446389 4.30816e-05 0.00391362 0.000101576 4.96348e-05 0.00010499 3.72578e-05 4.6908e-05 4.07184e-05 0.000307974 Variance: 8.3392e-06 Variances/cluster: 0.0422886 6.41994e-08 0.00391989 5.65829e-08 8.03088e-08 9.9697e-08 6.07595e-08 8.44922e-08 6.9701e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #569 of 1000; initialization seed = 493579794 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 574948 Distortion: 0.0096959 Distortions/cluster: 0.000113915 6.81933e-05 1.27749e-35 0 8.366e-05 0.000345962 1.08283e-34 0.00872182 4.32888e-05 0.000319065 Variance: 1.64059e-06 Variances/cluster: 5.744e-08 7.6254e-08 0 0 9.74749e-08 3.9e-07 0 0.156503 6.42212e-08 5.20456e-07 -------------------------------------------------------------- Initialization seed trial #570 of 1000; initialization seed = 493579795 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000101576 0.000307974 8.366e-05 0 4.96348e-05 6.81933e-05 0.00872182 0.00391362 0.000105601 4.30816e-05 Variance: 2.26653e-06 Variances/cluster: 5.65829e-08 1.71076e-05 9.74749e-08 0 8.03088e-08 7.6254e-08 0.156503 0.00391989 1.00182e-07 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #571 of 1000; initialization seed = 493579796 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.00391362 0.000307974 0.000101576 0.000104435 4.96348e-05 0.0446389 3.99696e-05 4.30816e-05 3.64426e-05 4.90368e-05 Variance: 8.3392e-06 Variances/cluster: 0.00391989 1.71076e-05 5.65829e-08 9.92642e-08 8.03088e-08 0.0422886 6.86544e-08 6.41994e-08 6.12281e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #572 of 1000; initialization seed = 493579797 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 515004 Distortion: 0.0362296 Distortions/cluster: 0.000307974 9.6512e-05 0.0102945 0.00391362 0.0214334 0 4.88408e-05 4.72422e-05 4.4522e-05 4.3027e-05 Variance: 6.13022e-06 Variances/cluster: 1.71076e-05 1.02772e-07 9.88536e-06 0.00391989 3.0178e-05 0 5.146e-08 8.00651e-08 4.47417e-08 6.45995e-08 -------------------------------------------------------------- Initialization seed trial #573 of 1000; initialization seed = 493579798 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501322 Distortion: 0.0493005 Distortions/cluster: 8.37767e-05 5.11191e-05 0.00391362 9.46641e-05 6.80765e-05 0.0446389 0.000313117 4.67043e-05 4.26651e-05 4.78668e-05 Variance: 8.34188e-06 Variances/cluster: 9.74973e-08 5.32433e-08 0.00391989 1.03111e-07 7.62086e-08 0.0422886 4.8242e-07 2.74699e-06 7.74259e-08 4.51532e-08 -------------------------------------------------------------- Initialization seed trial #574 of 1000; initialization seed = 493579799 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.000307974 4.94716e-05 4.08682e-05 6.80765e-05 4.82377e-05 8.37767e-05 9.5956e-05 4.4522e-05 0.00391362 0.0446389 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 8.03046e-08 6.32579e-08 7.62086e-08 5.11478e-08 9.74973e-08 1.02398e-07 4.47417e-08 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #575 of 1000; initialization seed = 493579800 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 515000 Distortion: 0.0362296 Distortions/cluster: 0 4.72422e-05 4.88408e-05 0.021435 9.6512e-05 0.00391362 4.4522e-05 0.000307974 4.3027e-05 0.0102929 Variance: 6.13022e-06 Variances/cluster: 0 8.00651e-08 5.146e-08 2.97198e-05 1.02772e-07 0.00391989 4.47417e-08 1.71076e-05 6.45995e-08 9.98937e-06 -------------------------------------------------------------- Initialization seed trial #576 of 1000; initialization seed = 493579801 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 46 BIC score: 515990 Distortion: 0.0365936 Distortions/cluster: 0.000115243 0.0003196 4.31291e-05 6.80765e-05 1.08283e-34 8.37767e-05 0.000344247 2.37044e-35 0.0356196 1.27749e-35 Variance: 6.19181e-06 Variances/cluster: 5.76447e-08 5.15442e-07 6.42703e-08 7.62086e-08 0 9.74973e-08 3.9702e-07 0 0.035575 0 -------------------------------------------------------------- Initialization seed trial #577 of 1000; initialization seed = 493579802 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 559283 Distortion: 0.0135826 Distortions/cluster: 3.99696e-05 0.000114735 0.00034554 4.90368e-05 0.00872182 3.58899e-05 0.000316083 0.00391362 0 4.59395e-05 Variance: 2.29825e-06 Variances/cluster: 6.86544e-08 5.76211e-08 3.89087e-07 8.51064e-08 0.156503 6.04009e-08 4.58717e-07 0.00391989 0 7.81222e-08 -------------------------------------------------------------- Initialization seed trial #578 of 1000; initialization seed = 493579803 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 501297 Distortion: 0.0493 Distortions/cluster: 0.0446389 9.54753e-05 4.48234e-05 4.9696e-05 0.000315303 0.00391362 6.81933e-05 4.67043e-05 8.366e-05 4.35939e-05 Variance: 8.34179e-06 Variances/cluster: 0.0422886 1.02652e-07 4.48194e-08 5.1815e-08 5.43582e-07 0.00391989 7.6254e-08 2.74699e-06 9.74749e-08 6.51571e-08 -------------------------------------------------------------- Initialization seed trial #579 of 1000; initialization seed = 493579804 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.000344247 4.67839e-05 4.31291e-05 0.0003196 3.67128e-05 0.000115243 1.08283e-34 4.07957e-05 0.0446389 1.27749e-35 Variance: 7.71327e-06 Variances/cluster: 3.9702e-07 8.44208e-08 6.42703e-08 5.15442e-07 5.98708e-08 5.76447e-08 0 6.98334e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #580 of 1000; initialization seed = 493579805 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 559283 Distortion: 0.0135826 Distortions/cluster: 0.000316083 4.05612e-05 4.59395e-05 0.00391362 0.00872182 3.60327e-05 0.00034554 0.000114735 0 4.83015e-05 Variance: 2.29825e-06 Variances/cluster: 4.58717e-07 6.9195e-08 7.81222e-08 0.00391989 0.156503 6.04377e-08 3.89087e-07 5.76211e-08 0 8.47127e-08 -------------------------------------------------------------- Initialization seed trial #581 of 1000; initialization seed = 493579806 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 521550 Distortion: 0.0321501 Distortions/cluster: 0 4.3708e-05 0.0003196 0.000114323 4.67043e-05 0.00998646 0.0214317 0.000106086 0.000101507 1.27749e-35 Variance: 5.43995e-06 Variances/cluster: 0 6.50359e-08 5.15442e-07 1.08949e-07 2.74699e-06 0.185417 3.05195e-05 1.00547e-07 5.65759e-08 0 -------------------------------------------------------------- Initialization seed trial #582 of 1000; initialization seed = 493579807 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 55 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 4.37837e-05 0 0.00998646 0.0214317 0.000307974 0.000106086 1.27749e-35 4.96348e-05 0.000114323 0.000101507 Variance: 5.43849e-06 Variances/cluster: 6.50518e-08 0 0.185417 3.05195e-05 1.71076e-05 1.00547e-07 0 8.03088e-08 1.08949e-07 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #583 of 1000; initialization seed = 493579808 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 8.37767e-05 0 6.80765e-05 4.30816e-05 0.000307974 0.00391362 4.96348e-05 0.000101576 0.00872182 0.000105601 Variance: 2.26652e-06 Variances/cluster: 9.74973e-08 0 7.62086e-08 6.41994e-08 1.71076e-05 0.00391989 8.03088e-08 5.65829e-08 0.156503 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #584 of 1000; initialization seed = 493579809 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 515023 Distortion: 0.0362303 Distortions/cluster: 0.000307974 4.96877e-05 4.44057e-05 0 9.66738e-05 0.0316083 0.00391362 0.000119925 4.27596e-05 4.70304e-05 Variance: 6.13034e-06 Variances/cluster: 1.71076e-05 5.17523e-08 4.47147e-08 0 1.03275e-07 4.72277e-05 0.00391989 1.10904e-07 6.44886e-08 7.99773e-08 -------------------------------------------------------------- Initialization seed trial #585 of 1000; initialization seed = 493579810 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.0003196 3.67128e-05 0.000344247 4.67839e-05 4.31291e-05 4.07957e-05 1.27749e-35 0.0446389 1.08283e-34 0.000115243 Variance: 7.71327e-06 Variances/cluster: 5.15442e-07 5.98708e-08 3.9702e-07 8.44208e-08 6.42703e-08 6.98334e-08 0 0.0422886 0 5.76447e-08 -------------------------------------------------------------- Initialization seed trial #586 of 1000; initialization seed = 493579811 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 501424 Distortion: 0.0494851 Distortions/cluster: 4.32004e-05 0.00391362 3.27527e-05 0.00034554 3.39478e-05 2.43786e-05 0.000113839 0.0446389 0.000319065 1.98062e-05 Variance: 8.37311e-06 Variances/cluster: 6.41852e-08 0.00391989 6.07463e-08 3.89087e-07 6.00649e-08 7.18907e-08 5.74306e-08 0.0422886 5.20456e-07 6.42853e-08 -------------------------------------------------------------- Initialization seed trial #587 of 1000; initialization seed = 493579812 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 514424 Distortion: 0.0367451 Distortions/cluster: 5.1397e-05 4.67043e-05 9.46641e-05 0.0214276 4.30407e-05 4.81347e-05 0.0106882 0.000118629 0.00391362 0.000313122 Variance: 6.21744e-06 Variances/cluster: 5.35329e-08 2.74699e-06 1.03111e-07 3.15473e-05 7.82496e-08 4.52778e-08 0.197295 1.10626e-07 0.00391989 4.82428e-07 -------------------------------------------------------------- Initialization seed trial #588 of 1000; initialization seed = 493579813 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 58 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.0446389 4.30816e-05 3.72578e-05 0.00010499 4.6908e-05 0.00391362 0.000101576 4.96348e-05 0.000307974 4.07184e-05 Variance: 8.3392e-06 Variances/cluster: 0.0422886 6.41994e-08 6.07595e-08 9.9697e-08 8.44922e-08 0.00391989 5.65829e-08 8.03088e-08 1.71076e-05 6.9701e-08 -------------------------------------------------------------- Initialization seed trial #589 of 1000; initialization seed = 493579814 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 6.81933e-05 0.00391362 8.366e-05 0 0.000307974 0.000105601 4.30816e-05 0.00872182 0.000101576 4.96348e-05 Variance: 2.26653e-06 Variances/cluster: 7.6254e-08 0.00391989 9.74749e-08 0 1.71076e-05 1.00182e-07 6.41994e-08 0.156503 5.65829e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #590 of 1000; initialization seed = 493579815 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 89 BIC score: 501829 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 0.00391362 0.000101576 4.75489e-05 0.00010499 0.0446389 3.68885e-05 0.000307974 4.04474e-05 4.30816e-05 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 0.00391989 5.65829e-08 8.47307e-08 9.9697e-08 0.0422886 6.06519e-08 1.71076e-05 6.93558e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #591 of 1000; initialization seed = 493579816 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 506464 Distortion: 0.0453431 Distortions/cluster: 6.80765e-05 1.27749e-35 8.37767e-05 1.08283e-34 4.32047e-05 4.96348e-05 0.000115243 4.81569e-35 0.000344247 0.0446389 Variance: 7.67227e-06 Variances/cluster: 7.62086e-08 0 9.74973e-08 0 6.42872e-08 8.03088e-08 5.76447e-08 2.67973e-31 3.9702e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #592 of 1000; initialization seed = 493579817 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 85 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 8.37767e-05 4.27239e-05 0.000313359 0.0446389 4.66957e-05 5.18241e-05 6.80765e-05 4.67043e-05 9.48004e-05 0.00391362 Variance: 8.34188e-06 Variances/cluster: 9.74973e-08 7.72522e-08 4.79102e-07 0.0422886 4.51126e-08 5.30928e-08 7.62086e-08 2.74699e-06 1.03035e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #593 of 1000; initialization seed = 493579818 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.08283e-34 0.0446389 0.000307974 4.30816e-05 4.96348e-05 8.366e-05 1.27749e-35 0.000101576 0.000105601 6.81933e-05 Variance: 7.68167e-06 Variances/cluster: 0 0.0422886 1.71076e-05 6.41994e-08 8.03088e-08 9.74749e-08 0 5.65829e-08 1.00182e-07 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #594 of 1000; initialization seed = 493579819 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 505511 Distortion: 0.0455855 Distortions/cluster: 0.000113839 0.00034554 1.08283e-34 0.000319065 3.58899e-05 4.32004e-05 4.90368e-05 3.99696e-05 1.27749e-35 0.0446389 Variance: 7.71328e-06 Variances/cluster: 5.74306e-08 3.89087e-07 0 5.20456e-07 6.04009e-08 6.41852e-08 8.51064e-08 6.86544e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #595 of 1000; initialization seed = 493579820 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 4.96348e-05 8.37767e-05 6.80765e-05 0.000307974 0.000101576 0 4.30816e-05 0.00872182 0.000105601 Variance: 2.26652e-06 Variances/cluster: 0.00391989 8.03088e-08 9.74973e-08 7.62086e-08 1.71076e-05 5.65829e-08 0 6.41994e-08 0.156503 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #596 of 1000; initialization seed = 493579821 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 0 6.80765e-05 0.000101507 0.00391362 4.67043e-05 4.30753e-05 0.0003196 8.37767e-05 0.000105601 0.00872182 Variance: 2.26798e-06 Variances/cluster: 0 7.62086e-08 5.65759e-08 0.00391989 2.74699e-06 6.41901e-08 5.15442e-07 9.74973e-08 1.00182e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #597 of 1000; initialization seed = 493579822 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 46 BIC score: 511484 Distortion: 0.0402929 Distortions/cluster: 4.30816e-05 8.37767e-05 0.000101576 0.000105601 0.000307974 0.00391362 0.0356196 4.96348e-05 6.80765e-05 2.37044e-35 Variance: 6.81775e-06 Variances/cluster: 6.41994e-08 9.74973e-08 5.65829e-08 1.00182e-07 1.71076e-05 0.00391989 0.035575 8.03088e-08 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #598 of 1000; initialization seed = 493579823 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 505511 Distortion: 0.0455855 Distortions/cluster: 0.000319065 3.58899e-05 1.08283e-34 0.00034554 1.27749e-35 0.0446389 3.99696e-05 4.90368e-05 0.000113839 4.32004e-05 Variance: 7.71328e-06 Variances/cluster: 5.20456e-07 6.04009e-08 0 3.89087e-07 0 0.0422886 6.86544e-08 8.51064e-08 5.74306e-08 6.41852e-08 -------------------------------------------------------------- Initialization seed trial #599 of 1000; initialization seed = 493579824 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 56 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000105601 6.80765e-05 0.000101576 0.00391362 4.96348e-05 0 0.000307974 8.37767e-05 4.30816e-05 0.00872182 Variance: 2.26652e-06 Variances/cluster: 1.00182e-07 7.62086e-08 5.65829e-08 0.00391989 8.03088e-08 0 1.71076e-05 9.74973e-08 6.41994e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #600 of 1000; initialization seed = 493579825 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 47 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000307974 4.96348e-05 6.80765e-05 1.27749e-35 4.30816e-05 1.08283e-34 0.000105601 0.0446389 0.000101576 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 1.71076e-05 8.03088e-08 7.62086e-08 0 6.41994e-08 0 1.00182e-07 0.0422886 5.65829e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #601 of 1000; initialization seed = 493579826 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 71 BIC score: 501322 Distortion: 0.0492914 Distortions/cluster: 9.89379e-05 5.10422e-05 4.66706e-05 0.000304149 0.0446389 8.37767e-05 4.31034e-05 0.00391362 4.31422e-05 6.80765e-05 Variance: 8.34035e-06 Variances/cluster: 1.07648e-07 5.27784e-08 4.51319e-08 1.78889e-05 0.0422886 9.74973e-08 7.72401e-08 0.00391989 6.53614e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #602 of 1000; initialization seed = 493579827 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 501372 Distortion: 0.049489 Distortions/cluster: 0.000345172 2.31056e-05 0.0446389 3.34815e-05 0.00391362 3.19815e-05 0.000316083 4.59395e-05 2.61627e-05 0.00011457 Variance: 8.37378e-06 Variances/cluster: 3.88235e-07 4.9888e-08 0.0422886 7.35625e-08 0.00391989 7.97291e-08 4.58717e-07 7.81222e-08 6.04022e-08 5.7596e-08 -------------------------------------------------------------- Initialization seed trial #603 of 1000; initialization seed = 493579828 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000307974 1.27749e-35 0.000105601 0.000101576 0.0446389 6.80765e-05 1.08283e-34 8.37767e-05 4.30816e-05 4.96348e-05 Variance: 7.68167e-06 Variances/cluster: 1.71076e-05 0 1.00182e-07 5.65829e-08 0.0422886 7.62086e-08 0 9.74973e-08 6.41994e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #604 of 1000; initialization seed = 493579829 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.0446389 8.37767e-05 4.45648e-05 0.000307974 4.22437e-05 9.57657e-05 4.72422e-05 4.91981e-05 6.80765e-05 0.00391362 Variance: 8.34034e-06 Variances/cluster: 0.0422886 9.74973e-08 4.47847e-08 1.71076e-05 6.36145e-08 1.02524e-07 8.00651e-08 5.15647e-08 7.62086e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #605 of 1000; initialization seed = 493579830 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 44 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 0.00010499 0.00391362 0.0446389 4.6908e-05 3.72578e-05 4.30816e-05 0.000307974 4.07184e-05 0.000101576 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 9.9697e-08 0.00391989 0.0422886 8.44922e-08 6.07595e-08 6.41994e-08 1.71076e-05 6.9701e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #606 of 1000; initialization seed = 493579831 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 0.000115243 0.00872182 0 3.67128e-05 4.31291e-05 4.07957e-05 4.67839e-05 0.000344247 0.00391362 0.0003196 Variance: 2.29813e-06 Variances/cluster: 5.76447e-08 0.156503 0 5.98708e-08 6.42703e-08 6.98334e-08 8.44208e-08 3.9702e-07 0.00391989 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #607 of 1000; initialization seed = 493579832 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 574948 Distortion: 0.0096959 Distortions/cluster: 8.366e-05 0 0.000345962 6.81933e-05 0.000319065 1.27749e-35 4.32888e-05 1.08283e-34 0.000113915 0.00872182 Variance: 1.64059e-06 Variances/cluster: 9.74749e-08 0 3.9e-07 7.6254e-08 5.20456e-07 0 6.42212e-08 0 5.744e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #608 of 1000; initialization seed = 493579833 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.000101576 4.96348e-05 4.90368e-05 0.000307974 0.000104435 4.30816e-05 0.00391362 3.64426e-05 3.99696e-05 0.0446389 Variance: 8.3392e-06 Variances/cluster: 5.65829e-08 8.03088e-08 8.51064e-08 1.71076e-05 9.92642e-08 6.41994e-08 0.00391989 6.12281e-08 6.86544e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #609 of 1000; initialization seed = 493579834 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 0.000307974 8.37767e-05 0.000101576 6.80765e-05 4.96348e-05 0.00391362 0.00872182 0.000105601 4.30816e-05 Variance: 2.26652e-06 Variances/cluster: 0 1.71076e-05 9.74973e-08 5.65829e-08 7.62086e-08 8.03088e-08 0.00391989 0.156503 1.00182e-07 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #610 of 1000; initialization seed = 493579835 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 0.000105601 6.80765e-05 8.37767e-05 4.96348e-05 4.30816e-05 0.000307974 1.27749e-35 0.0446389 1.08283e-34 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 1.00182e-07 7.62086e-08 9.74973e-08 8.03088e-08 6.41994e-08 1.71076e-05 0 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #611 of 1000; initialization seed = 493579836 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 88 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 4.31422e-05 8.37767e-05 9.52741e-05 0.00391362 4.64237e-05 5.11104e-05 6.80765e-05 0.000307974 4.31034e-05 0.0446389 Variance: 8.34034e-06 Variances/cluster: 6.53614e-08 9.74973e-08 1.03437e-07 0.00391989 4.50675e-08 5.27943e-08 7.62086e-08 1.71076e-05 7.72401e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #612 of 1000; initialization seed = 493579837 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 41 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.000115243 1.08283e-34 4.07957e-05 3.67128e-05 0.000344247 0.0003196 0.0446389 1.27749e-35 4.31291e-05 4.67839e-05 Variance: 7.71327e-06 Variances/cluster: 5.76447e-08 0 6.98334e-08 5.98708e-08 3.9702e-07 5.15442e-07 0.0422886 0 6.42703e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #613 of 1000; initialization seed = 493579838 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 84 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 0.000101576 4.96348e-05 0.000105601 4.30816e-05 0.0446389 1.27749e-35 1.08283e-34 8.37767e-05 0.000307974 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 5.65829e-08 8.03088e-08 1.00182e-07 6.41994e-08 0.0422886 0 0 9.74973e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #614 of 1000; initialization seed = 493579839 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 514420 Distortion: 0.0367451 Distortions/cluster: 0.000119056 0.000313359 4.27239e-05 5.17382e-05 0.00391362 4.67836e-05 9.52901e-05 0.0214276 4.67043e-05 0.0106882 Variance: 6.21744e-06 Variances/cluster: 1.10921e-07 4.79102e-07 7.72522e-08 5.31136e-08 0.00391989 4.51103e-08 1.03454e-07 3.15473e-05 2.74699e-06 0.197295 -------------------------------------------------------------- Initialization seed trial #615 of 1000; initialization seed = 493579840 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 515979 Distortion: 0.0365936 Distortions/cluster: 0.000345962 8.37767e-05 4.32888e-05 0.000319065 2.37044e-35 1.27749e-35 6.80765e-05 1.08283e-34 0.000113915 0.0356196 Variance: 6.19182e-06 Variances/cluster: 3.9e-07 9.74973e-08 6.42212e-08 5.20456e-07 0 0 7.62086e-08 0 5.744e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #616 of 1000; initialization seed = 493579841 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 514995 Distortion: 0.0362296 Distortions/cluster: 4.15022e-05 0.0102929 4.82377e-05 0.00391362 0 0.021435 4.4522e-05 4.94716e-05 9.64445e-05 0.000307974 Variance: 6.13023e-06 Variances/cluster: 6.41401e-08 9.98937e-06 5.11478e-08 0.00391989 0 2.97198e-05 4.47417e-08 8.03046e-08 1.0281e-07 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #617 of 1000; initialization seed = 493579842 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.82377e-05 0.0446389 4.4522e-05 4.94716e-05 8.37767e-05 0.00391362 6.80765e-05 9.5956e-05 4.08682e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 5.11478e-08 0.0422886 4.47417e-08 8.03046e-08 9.74973e-08 0.00391989 7.62086e-08 1.02398e-07 6.32579e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #618 of 1000; initialization seed = 493579843 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 3.72578e-05 4.6908e-05 0.00010499 0.0003196 0.000101507 0.0446389 4.07184e-05 4.67043e-05 4.30753e-05 0.00391362 Variance: 8.34066e-06 Variances/cluster: 6.07595e-08 8.44922e-08 9.9697e-08 5.15442e-07 5.65759e-08 0.0422886 6.9701e-08 2.74699e-06 6.41901e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #619 of 1000; initialization seed = 493579844 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 88 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.0446389 4.27239e-05 4.67043e-05 0.00391362 6.80765e-05 0.000313359 9.48004e-05 8.37767e-05 4.66957e-05 5.18241e-05 Variance: 8.34188e-06 Variances/cluster: 0.0422886 7.72522e-08 2.74699e-06 0.00391989 7.62086e-08 4.79102e-07 1.03035e-07 9.74973e-08 4.51126e-08 5.30928e-08 -------------------------------------------------------------- Initialization seed trial #620 of 1000; initialization seed = 493579845 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 6.80765e-05 0.000105601 8.37767e-05 1.27749e-35 0.0003196 4.30753e-05 1.08283e-34 0.000101507 4.67043e-05 0.0446389 Variance: 7.68312e-06 Variances/cluster: 7.62086e-08 1.00182e-07 9.74973e-08 0 5.15442e-07 6.41901e-08 0 5.65759e-08 2.74699e-06 0.0422886 -------------------------------------------------------------- Initialization seed trial #621 of 1000; initialization seed = 493579846 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 80 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 5.1514e-05 0.00391362 0.000312393 4.67519e-05 8.37767e-05 4.30202e-05 0.0446389 6.80765e-05 9.52741e-05 4.67043e-05 Variance: 8.3418e-06 Variances/cluster: 5.29378e-08 0.00391989 5.66911e-07 4.51668e-08 9.74973e-08 6.53746e-08 0.0422886 7.62086e-08 1.03437e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #622 of 1000; initialization seed = 493579847 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 85 BIC score: 514409 Distortion: 0.036745 Distortions/cluster: 0.00391362 4.66957e-05 0.0106882 4.67043e-05 4.27239e-05 0.000114171 5.18241e-05 0.000314009 0.0214319 9.52901e-05 Variance: 6.21744e-06 Variances/cluster: 0.00391989 4.51126e-08 0.197295 2.74699e-06 7.72522e-08 1.08907e-07 5.30928e-08 4.79362e-07 3.04763e-05 1.03454e-07 -------------------------------------------------------------- Initialization seed trial #623 of 1000; initialization seed = 493579848 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 76 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 4.96348e-05 0.000106086 0.000101507 1.27749e-35 0 0.00998646 4.37837e-05 0.000307974 0.0214319 0.000114171 Variance: 5.43849e-06 Variances/cluster: 8.03088e-08 1.00547e-07 5.65759e-08 0 0 0.185417 6.50518e-08 1.71076e-05 3.04763e-05 1.08907e-07 -------------------------------------------------------------- Initialization seed trial #624 of 1000; initialization seed = 493579849 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.82377e-05 4.94716e-05 4.08682e-05 0.000307974 8.37767e-05 6.80765e-05 4.4522e-05 0.00391362 0.0446389 9.5956e-05 Variance: 8.34034e-06 Variances/cluster: 5.11478e-08 8.03046e-08 6.32579e-08 1.71076e-05 9.74973e-08 7.62086e-08 4.47417e-08 0.00391989 0.0422886 1.02398e-07 -------------------------------------------------------------- Initialization seed trial #625 of 1000; initialization seed = 493579850 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 4.23198e-05 6.80765e-05 0.00391362 4.4522e-05 9.57657e-05 8.37767e-05 4.8886e-05 0.0446389 0.000317415 4.67043e-05 Variance: 8.34179e-06 Variances/cluster: 6.37292e-08 7.62086e-08 0.00391989 4.47417e-08 1.02524e-07 9.74973e-08 5.13992e-08 0.0422886 5.34325e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #626 of 1000; initialization seed = 493579851 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 1.27749e-35 0.0446389 4.30816e-05 1.08283e-34 8.37767e-05 0.000307974 6.80765e-05 0.000105601 0.000101576 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 0 0.0422886 6.41994e-08 0 9.74973e-08 1.71076e-05 7.62086e-08 1.00182e-07 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #627 of 1000; initialization seed = 493579852 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 505522 Distortion: 0.0455854 Distortions/cluster: 3.58899e-05 3.99696e-05 0.0003196 4.31291e-05 4.90368e-05 1.08283e-34 0.000115134 0.0446389 0.000343771 1.27749e-35 Variance: 7.71327e-06 Variances/cluster: 6.04009e-08 6.86544e-08 5.15442e-07 6.42703e-08 8.51064e-08 0 5.76187e-08 0.0422886 3.9647e-07 0 -------------------------------------------------------------- Initialization seed trial #628 of 1000; initialization seed = 493579853 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 514382 Distortion: 0.036736 Distortions/cluster: 0.000112795 4.94716e-05 0.00391362 9.64445e-05 4.82377e-05 0.0106882 4.15022e-05 0.000307974 4.4522e-05 0.0214332 Variance: 6.2159e-06 Variances/cluster: 1.08422e-07 8.03046e-08 0.00391989 1.0281e-07 5.11478e-08 0.197295 6.41401e-08 1.71076e-05 4.47417e-08 3.01353e-05 -------------------------------------------------------------- Initialization seed trial #629 of 1000; initialization seed = 493579854 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 676067 Distortion: 0.00103264 Distortions/cluster: 6.93869e-05 0.000322216 0.000510895 9.64317e-35 1.27749e-35 8.37767e-05 2.37044e-35 4.63628e-05 0 1.08283e-34 Variance: 1.74727e-07 Variances/cluster: 7.7502e-08 5.05793e-07 1.8212e-07 6.86694e-32 0 9.74973e-08 0 6.49282e-08 0 0 -------------------------------------------------------------- Initialization seed trial #630 of 1000; initialization seed = 493579855 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 88 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.000313359 4.27239e-05 4.66957e-05 9.48004e-05 4.67043e-05 5.18241e-05 0.0446389 8.37767e-05 6.80765e-05 0.00391362 Variance: 8.34188e-06 Variances/cluster: 4.79102e-07 7.72522e-08 4.51126e-08 1.03035e-07 2.74699e-06 5.30928e-08 0.0422886 9.74973e-08 7.62086e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #631 of 1000; initialization seed = 493579856 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.0446389 6.80765e-05 4.45648e-05 9.57657e-05 0.00391362 4.22437e-05 4.72422e-05 4.91981e-05 8.37767e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 0.0422886 7.62086e-08 4.47847e-08 1.02524e-07 0.00391989 6.36145e-08 8.00651e-08 5.15647e-08 9.74973e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #632 of 1000; initialization seed = 493579857 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.96348e-05 4.30816e-05 0.000101576 0.000105601 0.000307974 0.00391362 0.00872182 0 8.37767e-05 6.80765e-05 Variance: 2.26652e-06 Variances/cluster: 8.03088e-08 6.41994e-08 5.65829e-08 1.00182e-07 1.71076e-05 0.00391989 0.156503 0 9.74973e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #633 of 1000; initialization seed = 493579858 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 69 BIC score: 501829 Distortion: 0.0492847 Distortions/cluster: 0.00010499 4.75489e-05 0.0446389 4.04474e-05 4.30816e-05 3.68885e-05 0.000307974 4.96348e-05 0.00391362 0.000101576 Variance: 8.3392e-06 Variances/cluster: 9.9697e-08 8.47307e-08 0.0422886 6.93558e-08 6.41994e-08 6.06519e-08 1.71076e-05 8.03088e-08 0.00391989 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #634 of 1000; initialization seed = 493579859 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.4522e-05 4.82377e-05 6.80765e-05 0.000307974 0.00391362 9.5956e-05 4.94716e-05 8.37767e-05 4.08682e-05 0.0446389 Variance: 8.34034e-06 Variances/cluster: 4.47417e-08 5.11478e-08 7.62086e-08 1.71076e-05 0.00391989 1.02398e-07 8.03046e-08 9.74973e-08 6.32579e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #635 of 1000; initialization seed = 493579860 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 501303 Distortion: 0.0492914 Distortions/cluster: 4.44526e-05 0.00391362 0.0446389 9.56599e-05 0.000307974 5.00895e-05 8.37767e-05 4.43588e-05 4.44505e-05 6.80765e-05 Variance: 8.34034e-06 Variances/cluster: 7.77081e-08 0.00391989 0.0422886 1.0263e-07 1.71076e-05 5.19005e-08 9.74973e-08 6.58086e-08 4.47148e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #636 of 1000; initialization seed = 493579861 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 63 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 0.000114323 0.000106086 0.0214317 0.000101507 0.000307974 1.27749e-35 0.00998646 4.96348e-05 4.37837e-05 0 Variance: 5.43849e-06 Variances/cluster: 1.08949e-07 1.00547e-07 3.05195e-05 5.65759e-08 1.71076e-05 0 0.185417 8.03088e-08 6.50518e-08 0 -------------------------------------------------------------- Initialization seed trial #637 of 1000; initialization seed = 493579862 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 8.366e-05 1.27749e-35 4.31291e-05 0 6.81933e-05 0.000344247 0.00872182 1.08283e-34 0.000115243 0.0003196 Variance: 1.64059e-06 Variances/cluster: 9.74749e-08 0 6.42703e-08 0 7.6254e-08 3.9702e-07 0.156503 0 5.76447e-08 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #638 of 1000; initialization seed = 493579863 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 15 BIC score: 505511 Distortion: 0.0455855 Distortions/cluster: 4.32004e-05 1.27749e-35 0.000113839 0.0446389 3.58899e-05 3.99696e-05 0.00034554 0.000319065 1.08283e-34 4.90368e-05 Variance: 7.71328e-06 Variances/cluster: 6.41852e-08 0 5.74306e-08 0.0422886 6.04009e-08 6.86544e-08 3.89087e-07 5.20456e-07 0 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #639 of 1000; initialization seed = 493579864 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 16 BIC score: 511484 Distortion: 0.0402929 Distortions/cluster: 0.00391362 0.000307974 2.37044e-35 4.96348e-05 0.0356196 0.000101576 8.37767e-05 4.30816e-05 6.80765e-05 0.000105601 Variance: 6.81775e-06 Variances/cluster: 0.00391989 1.71076e-05 0 8.03088e-08 0.035575 5.65829e-08 9.74973e-08 6.41994e-08 7.62086e-08 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #640 of 1000; initialization seed = 493579865 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 0.000346127 3.67128e-05 1.27749e-35 1.08283e-34 4.07957e-05 4.59395e-05 4.67839e-05 0.000316083 0.0446389 0.000114735 Variance: 7.71338e-06 Variances/cluster: 3.89309e-07 5.98708e-08 0 0 6.98334e-08 7.81222e-08 8.44208e-08 4.58717e-07 0.0422886 5.76211e-08 -------------------------------------------------------------- Initialization seed trial #641 of 1000; initialization seed = 493579866 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 94 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.08283e-34 8.37767e-05 4.96348e-05 0.000101576 4.30816e-05 0.000307974 0.0446389 0.000105601 1.27749e-35 6.80765e-05 Variance: 7.68167e-06 Variances/cluster: 0 9.74973e-08 8.03088e-08 5.65829e-08 6.41994e-08 1.71076e-05 0.0422886 1.00182e-07 0 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #642 of 1000; initialization seed = 493579867 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 83 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.0446389 1.27749e-35 0.000101576 1.08283e-34 4.30816e-05 4.96348e-05 0.000307974 0.000105601 6.80765e-05 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 0.0422886 0 5.65829e-08 0 6.41994e-08 8.03088e-08 1.71076e-05 1.00182e-07 7.62086e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #643 of 1000; initialization seed = 493579868 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 56 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 8.37767e-05 4.96348e-05 6.80765e-05 0.000101576 1.27749e-35 0.0446389 4.30816e-05 1.08283e-34 0.000105601 0.000307974 Variance: 7.68167e-06 Variances/cluster: 9.74973e-08 8.03088e-08 7.62086e-08 5.65829e-08 0 0.0422886 6.41994e-08 0 1.00182e-07 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #644 of 1000; initialization seed = 493579869 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 4.96348e-05 0.0214317 0.000307974 0.000101507 0.00998646 0.000114323 0 0.000106086 4.37837e-05 1.27749e-35 Variance: 5.43849e-06 Variances/cluster: 8.03088e-08 3.05195e-05 1.71076e-05 5.65759e-08 0.185417 1.08949e-07 0 1.00547e-07 6.50518e-08 0 -------------------------------------------------------------- Initialization seed trial #645 of 1000; initialization seed = 493579870 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.0446389 0.000115243 0.0003196 4.31291e-05 4.67839e-05 0.000344247 4.07957e-05 3.67128e-05 1.27749e-35 1.08283e-34 Variance: 7.71327e-06 Variances/cluster: 0.0422886 5.76447e-08 5.15442e-07 6.42703e-08 8.44208e-08 3.9702e-07 6.98334e-08 5.98708e-08 0 0 -------------------------------------------------------------- Initialization seed trial #646 of 1000; initialization seed = 493579871 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 521550 Distortion: 0.0321501 Distortions/cluster: 4.67043e-05 0.00998646 0 4.3708e-05 0.000106086 0.000101507 0.0003196 1.27749e-35 0.000114323 0.0214317 Variance: 5.43995e-06 Variances/cluster: 2.74699e-06 0.185417 0 6.50359e-08 1.00547e-07 5.65759e-08 5.15442e-07 0 1.08949e-07 3.05195e-05 -------------------------------------------------------------- Initialization seed trial #647 of 1000; initialization seed = 493579872 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.30816e-05 0.00010499 4.07957e-05 4.67839e-05 0.000101576 0.00391362 0.000307974 3.73047e-05 0.0446389 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 6.41994e-08 9.9697e-08 6.98334e-08 8.44208e-08 5.65829e-08 0.00391989 1.71076e-05 6.0737e-08 0.0422886 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #648 of 1000; initialization seed = 493579873 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 515000 Distortion: 0.0362296 Distortions/cluster: 0.021435 9.6512e-05 4.72422e-05 4.88408e-05 0.0102929 0 4.4522e-05 0.00391362 0.000307974 4.3027e-05 Variance: 6.13022e-06 Variances/cluster: 2.97198e-05 1.02772e-07 8.00651e-08 5.146e-08 9.98937e-06 0 4.47417e-08 0.00391989 1.71076e-05 6.45995e-08 -------------------------------------------------------------- Initialization seed trial #649 of 1000; initialization seed = 493579874 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 9.57657e-05 8.366e-05 4.22437e-05 0.0446389 0.000307974 0.00391362 6.81933e-05 4.91981e-05 4.45648e-05 4.72422e-05 Variance: 8.34034e-06 Variances/cluster: 1.02524e-07 9.74749e-08 6.36145e-08 0.0422886 1.71076e-05 0.00391989 7.6254e-08 5.15647e-08 4.47847e-08 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #650 of 1000; initialization seed = 493579875 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 18 BIC score: 501301 Distortion: 0.0492914 Distortions/cluster: 8.366e-05 4.2058e-05 9.54151e-05 4.69568e-05 4.90487e-05 0.0446389 0.00391362 0.000307974 4.55373e-05 6.81933e-05 Variance: 8.34034e-06 Variances/cluster: 9.74749e-08 6.36223e-08 1.02698e-07 7.99882e-08 5.17881e-08 0.0422886 0.00391989 1.71076e-05 4.49489e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #651 of 1000; initialization seed = 493579876 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 502629 Distortion: 0.049259 Distortions/cluster: 0.0446389 0.000140599 3.39478e-05 0.00391362 2.51399e-05 0.000104449 0.000350527 4.81569e-35 3.28638e-05 1.89386e-05 Variance: 8.33486e-06 Variances/cluster: 0.0422886 6.41358e-08 6.00649e-08 0.00391989 7.24266e-08 9.86222e-08 3.87287e-07 2.67973e-31 6.08393e-08 6.33195e-08 -------------------------------------------------------------- Initialization seed trial #652 of 1000; initialization seed = 493579877 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 40 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 1.08283e-34 0.000115243 0.0446389 3.67128e-05 4.31291e-05 0.000344247 0.0003196 4.67839e-05 1.27749e-35 4.07957e-05 Variance: 7.71327e-06 Variances/cluster: 0 5.76447e-08 0.0422886 5.98708e-08 6.42703e-08 3.9702e-07 5.15442e-07 8.44208e-08 0 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #653 of 1000; initialization seed = 493579878 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 511484 Distortion: 0.0402929 Distortions/cluster: 6.81933e-05 2.37044e-35 0.000307974 8.366e-05 0.000105601 4.30816e-05 0.0356196 0.000101576 4.96348e-05 0.00391362 Variance: 6.81775e-06 Variances/cluster: 7.6254e-08 0 1.71076e-05 9.74749e-08 1.00182e-07 6.41994e-08 0.035575 5.65829e-08 8.03088e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #654 of 1000; initialization seed = 493579879 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 93 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.67043e-05 9.48004e-05 0.000313359 0.0446389 6.80765e-05 4.27239e-05 4.66957e-05 8.37767e-05 5.18241e-05 0.00391362 Variance: 8.34188e-06 Variances/cluster: 2.74699e-06 1.03035e-07 4.79102e-07 0.0422886 7.62086e-08 7.72522e-08 4.51126e-08 9.74973e-08 5.30928e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #655 of 1000; initialization seed = 493579880 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 1.08283e-34 4.96348e-05 0.000307974 0.000101576 0.000105601 8.37767e-05 1.27749e-35 0.0446389 4.30816e-05 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 0 8.03088e-08 1.71076e-05 5.65829e-08 1.00182e-07 9.74973e-08 0 0.0422886 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #656 of 1000; initialization seed = 493579881 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 517573 Distortion: 0.0366608 Distortions/cluster: 1.91074e-05 1.08283e-34 3.38382e-05 0.0356196 0.000381447 0.000547204 3.56534e-05 2.40007e-05 1.27749e-35 2.37044e-35 Variance: 6.20318e-06 Variances/cluster: 6.36709e-08 0 6.22972e-08 0.035575 3.45485e-07 1.79335e-07 6.27495e-08 6.9951e-08 0 0 -------------------------------------------------------------- Initialization seed trial #657 of 1000; initialization seed = 493579882 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 81 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 0.00391362 4.67519e-05 0.0446389 0.000312393 4.67043e-05 4.30202e-05 5.1514e-05 8.37767e-05 9.52741e-05 6.80765e-05 Variance: 8.3418e-06 Variances/cluster: 0.00391989 4.51668e-08 0.0422886 5.66911e-07 2.74699e-06 6.53746e-08 5.29378e-08 9.74973e-08 1.03437e-07 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #658 of 1000; initialization seed = 493579883 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 88 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 6.80765e-05 4.96348e-05 0.0446389 0.000105601 1.08283e-34 8.37767e-05 1.27749e-35 4.30816e-05 0.000307974 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 7.62086e-08 8.03088e-08 0.0422886 1.00182e-07 0 9.74973e-08 0 6.41994e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #659 of 1000; initialization seed = 493579884 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000105601 0.000101576 4.30816e-05 8.37767e-05 0.00391362 0 6.80765e-05 0.00872182 0.000307974 4.96348e-05 Variance: 2.26652e-06 Variances/cluster: 1.00182e-07 5.65829e-08 6.41994e-08 9.74973e-08 0.00391989 0 7.62086e-08 0.156503 1.71076e-05 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #660 of 1000; initialization seed = 493579885 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 505530 Distortion: 0.0455854 Distortions/cluster: 4.32888e-05 0.0446389 0.000344247 1.27749e-35 4.6908e-05 0.000319065 1.08283e-34 0.000115622 3.67128e-05 4.06713e-05 Variance: 7.71327e-06 Variances/cluster: 6.42212e-08 0.0422886 3.9702e-07 0 8.44922e-08 5.20456e-07 0 5.77185e-08 5.98708e-08 6.97398e-08 -------------------------------------------------------------- Initialization seed trial #661 of 1000; initialization seed = 493579886 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 514410 Distortion: 0.0367451 Distortions/cluster: 4.27239e-05 0.000114324 0.00391362 4.67043e-05 0.0106882 5.15926e-05 0.000313951 0.0214317 9.52901e-05 4.69936e-05 Variance: 6.21744e-06 Variances/cluster: 7.72522e-08 1.08845e-07 0.00391989 2.74699e-06 0.197295 5.32924e-08 4.80741e-07 3.05195e-05 1.03454e-07 4.50089e-08 -------------------------------------------------------------- Initialization seed trial #662 of 1000; initialization seed = 493579887 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 514992 Distortion: 0.0362382 Distortions/cluster: 0 0.00391362 4.86962e-05 4.29577e-05 4.67043e-05 0.021435 0.0102929 9.64445e-05 4.4522e-05 0.000317415 Variance: 6.13168e-06 Variances/cluster: 0 0.00391989 5.13616e-08 6.45925e-08 2.74699e-06 2.97198e-05 9.98937e-06 1.0281e-07 4.47417e-08 5.34325e-07 -------------------------------------------------------------- Initialization seed trial #663 of 1000; initialization seed = 493579888 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 514995 Distortion: 0.0362296 Distortions/cluster: 4.94716e-05 4.4522e-05 4.15022e-05 9.64445e-05 0 0.021435 0.00391362 4.82377e-05 0.0102929 0.000307974 Variance: 6.13023e-06 Variances/cluster: 8.03046e-08 4.47417e-08 6.41401e-08 1.0281e-07 0 2.97198e-05 0.00391989 5.11478e-08 9.98937e-06 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #664 of 1000; initialization seed = 493579889 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.000307974 0.000101576 0.00391362 4.90368e-05 0.0446389 4.96348e-05 3.99696e-05 3.64426e-05 0.000104435 4.30816e-05 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 5.65829e-08 0.00391989 8.51064e-08 0.0422886 8.03088e-08 6.86544e-08 6.12281e-08 9.92642e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #665 of 1000; initialization seed = 493579890 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 4.30753e-05 1.27749e-35 8.37767e-05 0.000105601 4.67043e-05 0.0446389 0.000101507 0.0003196 1.08283e-34 6.80765e-05 Variance: 7.68312e-06 Variances/cluster: 6.41901e-08 0 9.74973e-08 1.00182e-07 2.74699e-06 0.0422886 5.65759e-08 5.15442e-07 0 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #666 of 1000; initialization seed = 493579891 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 1.08283e-34 1.27749e-35 0.000105601 4.67043e-05 0.000101507 8.37767e-05 0.0003196 0.0446389 6.80765e-05 4.30753e-05 Variance: 7.68312e-06 Variances/cluster: 0 0 1.00182e-07 2.74699e-06 5.65759e-08 9.74973e-08 5.15442e-07 0.0422886 7.62086e-08 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #667 of 1000; initialization seed = 493579892 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 505513 Distortion: 0.0455854 Distortions/cluster: 0.000319065 4.32888e-05 1.08283e-34 1.27749e-35 4.70999e-05 4.05268e-05 0.000113915 3.66661e-05 0.0446389 0.000345962 Variance: 7.71327e-06 Variances/cluster: 5.20456e-07 6.42212e-08 0 0 8.45331e-08 6.96115e-08 5.744e-08 5.98924e-08 0.0422886 3.9e-07 -------------------------------------------------------------- Initialization seed trial #668 of 1000; initialization seed = 493579893 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.72422e-05 4.45648e-05 0.00391362 0.0446389 6.80765e-05 4.22437e-05 8.37767e-05 0.000307974 9.57657e-05 4.91981e-05 Variance: 8.34034e-06 Variances/cluster: 8.00651e-08 4.47847e-08 0.00391989 0.0422886 7.62086e-08 6.36145e-08 9.74973e-08 1.71076e-05 1.02524e-07 5.15647e-08 -------------------------------------------------------------- Initialization seed trial #669 of 1000; initialization seed = 493579894 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 99 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 9.48004e-05 0.00391362 5.18241e-05 4.66957e-05 6.80765e-05 0.000313359 8.37767e-05 4.67043e-05 0.0446389 4.27239e-05 Variance: 8.34188e-06 Variances/cluster: 1.03035e-07 0.00391989 5.30928e-08 4.51126e-08 7.62086e-08 4.79102e-07 9.74973e-08 2.74699e-06 0.0422886 7.72522e-08 -------------------------------------------------------------- Initialization seed trial #670 of 1000; initialization seed = 493579895 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 0.000105601 0.000307974 4.96348e-05 8.37767e-05 1.08283e-34 1.27749e-35 0.000101576 4.30816e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 1.00182e-07 1.71076e-05 8.03088e-08 9.74973e-08 0 0 5.65829e-08 6.41994e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #671 of 1000; initialization seed = 493579896 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.000344247 0 8.37767e-05 4.31291e-05 1.27749e-35 1.08283e-34 0.0003196 0.000115243 6.80765e-05 0.00872182 Variance: 1.64059e-06 Variances/cluster: 3.9702e-07 0 9.74973e-08 6.42703e-08 0 0 5.15442e-07 5.76447e-08 7.62086e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #672 of 1000; initialization seed = 493579897 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 505505 Distortion: 0.0455855 Distortions/cluster: 4.90368e-05 3.58899e-05 0.000113371 0.00034554 1.08283e-34 0.0446389 1.27749e-35 4.31291e-05 3.99696e-05 0.0003196 Variance: 7.71328e-06 Variances/cluster: 8.51064e-08 6.04009e-08 5.73393e-08 3.89087e-07 0 0.0422886 0 6.42703e-08 6.86544e-08 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #673 of 1000; initialization seed = 493579898 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 60 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 4.30753e-05 0.00391362 0.0446389 0.00010499 4.6908e-05 4.67043e-05 0.0003196 0.000101507 3.72578e-05 4.07184e-05 Variance: 8.34066e-06 Variances/cluster: 6.41901e-08 0.00391989 0.0422886 9.9697e-08 8.44922e-08 2.74699e-06 5.15442e-07 5.65759e-08 6.07595e-08 6.9701e-08 -------------------------------------------------------------- Initialization seed trial #674 of 1000; initialization seed = 493579899 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 42 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 3.67128e-05 1.27749e-35 0.000316083 0.0446389 4.6908e-05 0.000114735 4.06713e-05 0.000346127 1.08283e-34 4.59395e-05 Variance: 7.71338e-06 Variances/cluster: 5.98708e-08 0 4.58717e-07 0.0422886 8.44922e-08 5.76211e-08 6.97398e-08 3.89309e-07 0 7.81222e-08 -------------------------------------------------------------- Initialization seed trial #675 of 1000; initialization seed = 493579900 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 9.57657e-05 0.000307974 6.80765e-05 0.00391362 4.22437e-05 4.91981e-05 0.0446389 4.45648e-05 4.72422e-05 8.37767e-05 Variance: 8.34034e-06 Variances/cluster: 1.02524e-07 1.71076e-05 7.62086e-08 0.00391989 6.36145e-08 5.15647e-08 0.0422886 4.47847e-08 8.00651e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #676 of 1000; initialization seed = 493579901 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 4.67043e-05 0 6.80765e-05 0.00391362 4.30753e-05 0.00872182 0.000105601 0.0003196 8.37767e-05 0.000101507 Variance: 2.26798e-06 Variances/cluster: 2.74699e-06 0 7.62086e-08 0.00391989 6.41901e-08 0.156503 1.00182e-07 5.15442e-07 9.74973e-08 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #677 of 1000; initialization seed = 493579902 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 76 BIC score: 514411 Distortion: 0.036736 Distortions/cluster: 4.64237e-05 9.57635e-05 0.000307974 0.0214319 0.00391362 0.0106882 0.000114171 4.37871e-05 5.11104e-05 4.31034e-05 Variance: 6.2159e-06 Variances/cluster: 4.50675e-08 1.03856e-07 1.71076e-05 3.04763e-05 0.00391989 0.197295 1.08907e-07 6.6238e-08 5.27943e-08 7.72401e-08 -------------------------------------------------------------- Initialization seed trial #678 of 1000; initialization seed = 493579903 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 4.90368e-05 0.000104435 3.61391e-05 0.00391362 0.0446389 0.000307974 4.30816e-05 0.000101576 4.0274e-05 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 8.51064e-08 9.92642e-08 6.1129e-08 0.00391989 0.0422886 1.71076e-05 6.41994e-08 5.65829e-08 6.8705e-08 -------------------------------------------------------------- Initialization seed trial #679 of 1000; initialization seed = 493579904 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 506181 Distortion: 0.0454073 Distortions/cluster: 8.37767e-05 0.000319065 1.08283e-34 6.80765e-05 0.0446389 4.67043e-05 4.35454e-05 1.27749e-35 0.000105601 0.000101576 Variance: 7.68312e-06 Variances/cluster: 9.74973e-08 5.20456e-07 0 7.62086e-08 0.0422886 2.74699e-06 6.43155e-08 0 1.00182e-07 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #680 of 1000; initialization seed = 493579905 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 6.80765e-05 0.000307974 0.000105601 1.27749e-35 4.30816e-05 0.000101576 8.37767e-05 1.08283e-34 0.0446389 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 7.62086e-08 1.71076e-05 1.00182e-07 0 6.41994e-08 5.65829e-08 9.74973e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #681 of 1000; initialization seed = 493579906 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 506704 Distortion: 0.0456297 Distortions/cluster: 1.96059e-05 1.08283e-34 1.27749e-35 4.63628e-05 0.000509617 3.56534e-05 2.36116e-05 0.000322216 3.37267e-05 0.0446389 Variance: 7.72076e-06 Variances/cluster: 6.42612e-08 0 0 6.49282e-08 1.81794e-07 6.27495e-08 6.96288e-08 5.05793e-07 6.22065e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #682 of 1000; initialization seed = 493579907 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 18 BIC score: 574948 Distortion: 0.0096959 Distortions/cluster: 1.27749e-35 1.08283e-34 0.000113915 4.32888e-05 0.000345962 0.00872182 8.366e-05 6.81933e-05 0 0.000319065 Variance: 1.64059e-06 Variances/cluster: 0 0 5.744e-08 6.42212e-08 3.9e-07 0.156503 9.74749e-08 7.6254e-08 0 5.20456e-07 -------------------------------------------------------------- Initialization seed trial #683 of 1000; initialization seed = 493579908 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 40 BIC score: 506464 Distortion: 0.0453431 Distortions/cluster: 0.000344247 4.96348e-05 1.27749e-35 6.81933e-05 4.32047e-05 0.000115243 8.366e-05 0.0446389 1.08283e-34 4.81569e-35 Variance: 7.67227e-06 Variances/cluster: 3.9702e-07 8.03088e-08 0 7.6254e-08 6.42872e-08 5.76447e-08 9.74749e-08 0.0422886 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #684 of 1000; initialization seed = 493579909 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 65 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 1.27749e-35 0.0214317 0.000307974 0.00998646 0.000114323 4.96348e-05 0.000106086 0 0.000101507 4.37837e-05 Variance: 5.43849e-06 Variances/cluster: 0 3.05195e-05 1.71076e-05 0.185417 1.08949e-07 8.03088e-08 1.00547e-07 0 5.65759e-08 6.50518e-08 -------------------------------------------------------------- Initialization seed trial #685 of 1000; initialization seed = 493579910 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 505505 Distortion: 0.0455855 Distortions/cluster: 4.90368e-05 0.000113371 0.0446389 1.27749e-35 0.00034554 4.31291e-05 3.99696e-05 1.08283e-34 0.0003196 3.58899e-05 Variance: 7.71328e-06 Variances/cluster: 8.51064e-08 5.73393e-08 0.0422886 0 3.89087e-07 6.42703e-08 6.86544e-08 0 5.15442e-07 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #686 of 1000; initialization seed = 493579911 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 559285 Distortion: 0.0135826 Distortions/cluster: 0.000316083 0 4.59395e-05 0.00872182 4.6908e-05 0.00391362 3.67128e-05 0.000114735 0.000346127 4.06713e-05 Variance: 2.29824e-06 Variances/cluster: 4.58717e-07 0 7.81222e-08 0.156503 8.44922e-08 0.00391989 5.98708e-08 5.76211e-08 3.89309e-07 6.97398e-08 -------------------------------------------------------------- Initialization seed trial #687 of 1000; initialization seed = 493579912 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 514426 Distortion: 0.0367451 Distortions/cluster: 4.84811e-05 4.28839e-05 0.000313005 9.46461e-05 5.13517e-05 4.67043e-05 0.00391362 0.0214276 0.0106882 0.000118629 Variance: 6.21745e-06 Variances/cluster: 4.54327e-08 7.83922e-08 4.80766e-07 1.03203e-07 5.35973e-08 2.74699e-06 0.00391989 3.15473e-05 0.197295 1.10626e-07 -------------------------------------------------------------- Initialization seed trial #688 of 1000; initialization seed = 493579913 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 515990 Distortion: 0.0365936 Distortions/cluster: 1.27749e-35 1.08283e-34 4.31291e-05 0.0356196 0.0003196 8.37767e-05 6.80765e-05 0.000115243 0.000344247 2.37044e-35 Variance: 6.19181e-06 Variances/cluster: 0 0 6.42703e-08 0.035575 5.15442e-07 9.74973e-08 7.62086e-08 5.76447e-08 3.9702e-07 0 -------------------------------------------------------------- Initialization seed trial #689 of 1000; initialization seed = 493579914 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 4.07957e-05 0.0003196 4.67839e-05 1.08283e-34 3.67128e-05 0.000115243 0.000344247 1.27749e-35 0.0446389 4.31291e-05 Variance: 7.71327e-06 Variances/cluster: 6.98334e-08 5.15442e-07 8.44208e-08 0 5.98708e-08 5.76447e-08 3.9702e-07 0 0.0422886 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #690 of 1000; initialization seed = 493579915 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 79 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.00391362 4.90368e-05 0.000307974 0.000104435 3.99696e-05 4.30816e-05 3.64426e-05 0.0446389 0.000101576 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 0.00391989 8.51064e-08 1.71076e-05 9.92642e-08 6.86544e-08 6.41994e-08 6.12281e-08 0.0422886 5.65829e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #691 of 1000; initialization seed = 493579916 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 4.6908e-05 4.30816e-05 0.000307974 0.00010499 4.07184e-05 0.00391362 0.0446389 0.000101576 3.72578e-05 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 8.44922e-08 6.41994e-08 1.71076e-05 9.9697e-08 6.9701e-08 0.00391989 0.0422886 5.65829e-08 6.07595e-08 -------------------------------------------------------------- Initialization seed trial #692 of 1000; initialization seed = 493579917 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000307974 0.0446389 4.96348e-05 4.30816e-05 1.08283e-34 0.000105601 0.000101576 6.80765e-05 8.37767e-05 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 1.71076e-05 0.0422886 8.03088e-08 6.41994e-08 0 1.00182e-07 5.65829e-08 7.62086e-08 9.74973e-08 0 -------------------------------------------------------------- Initialization seed trial #693 of 1000; initialization seed = 493579918 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 575775 Distortion: 0.00972665 Distortions/cluster: 3.89352e-05 1.08283e-34 4.6908e-05 0.000509617 4.63628e-05 0.000322216 4.07898e-05 0 1.27749e-35 0.00872182 Variance: 1.64579e-06 Variances/cluster: 6.32885e-08 0 8.44922e-08 1.81794e-07 6.49282e-08 5.05793e-07 6.97038e-08 0 0 0.156503 -------------------------------------------------------------- Initialization seed trial #694 of 1000; initialization seed = 493579919 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 502105 Distortion: 0.0492292 Distortions/cluster: 0.000344247 0.000115243 4.81569e-35 4.06713e-05 4.96348e-05 4.6908e-05 3.67128e-05 0.00391362 0.0446389 4.32047e-05 Variance: 8.32981e-06 Variances/cluster: 3.9702e-07 5.76447e-08 2.67973e-31 6.97398e-08 8.03088e-08 8.44922e-08 5.98708e-08 0.00391989 0.0422886 6.42872e-08 -------------------------------------------------------------- Initialization seed trial #695 of 1000; initialization seed = 493579920 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 510800 Distortion: 0.0404803 Distortions/cluster: 4.07957e-05 0.000114735 0.0356196 3.67128e-05 2.37044e-35 4.59395e-05 4.67839e-05 0.000316083 0.00391362 0.000346127 Variance: 6.84947e-06 Variances/cluster: 6.98334e-08 5.76211e-08 0.035575 5.98708e-08 0 7.81222e-08 8.44208e-08 4.58717e-07 0.00391989 3.89309e-07 -------------------------------------------------------------- Initialization seed trial #696 of 1000; initialization seed = 493579921 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.96348e-05 6.80765e-05 0.00391362 8.37767e-05 0.000105601 0 0.000307974 4.30816e-05 0.00872182 0.000101576 Variance: 2.26652e-06 Variances/cluster: 8.03088e-08 7.62086e-08 0.00391989 9.74973e-08 1.00182e-07 0 1.71076e-05 6.41994e-08 0.156503 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #697 of 1000; initialization seed = 493579922 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 88 BIC score: 502748 Distortion: 0.049051 Distortions/cluster: 0.000105601 0.000101576 0.00391362 4.81569e-35 4.30816e-05 0.0446389 4.96348e-05 8.37767e-05 6.80765e-05 4.67043e-05 Variance: 8.29966e-06 Variances/cluster: 1.00182e-07 5.65829e-08 0.00391989 2.67973e-31 6.41994e-08 0.0422886 8.03088e-08 9.74973e-08 7.62086e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #698 of 1000; initialization seed = 493579923 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 74 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 3.72578e-05 0.0446389 0.000101576 4.6908e-05 0.000307974 0.00391362 4.07184e-05 0.00010499 4.30816e-05 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 6.07595e-08 0.0422886 5.65829e-08 8.44922e-08 1.71076e-05 0.00391989 6.9701e-08 9.9697e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #699 of 1000; initialization seed = 493579924 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 18 BIC score: 559267 Distortion: 0.013582 Distortions/cluster: 4.31291e-05 0.00391362 0.0003196 0.000113371 4.90368e-05 3.58899e-05 0.00034554 0 0.00872182 3.99696e-05 Variance: 2.29813e-06 Variances/cluster: 6.42703e-08 0.00391989 5.15442e-07 5.73393e-08 8.51064e-08 6.04009e-08 3.89087e-07 0 0.156503 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #700 of 1000; initialization seed = 493579925 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 0 0.0003196 6.80765e-05 0.000105601 4.67043e-05 8.37767e-05 4.30753e-05 0.000101507 0.00391362 0.00872182 Variance: 2.26798e-06 Variances/cluster: 0 5.15442e-07 7.62086e-08 1.00182e-07 2.74699e-06 9.74973e-08 6.41901e-08 5.65759e-08 0.00391989 0.156503 -------------------------------------------------------------- Initialization seed trial #701 of 1000; initialization seed = 493579926 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 506639 Distortion: 0.0456329 Distortions/cluster: 4.63628e-05 1.27749e-35 2.16186e-05 0.0446389 1.08283e-34 3.36687e-05 0.000509617 2.61709e-05 3.43671e-05 0.000322216 Variance: 7.72131e-06 Variances/cluster: 6.49282e-08 0 4.73939e-08 0.0422886 0 8.03294e-08 1.81794e-07 6.27392e-08 7.43641e-08 5.05793e-07 -------------------------------------------------------------- Initialization seed trial #702 of 1000; initialization seed = 493579927 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000101507 8.37767e-05 4.30753e-05 6.80765e-05 0.0446389 0.0003196 4.67043e-05 1.27749e-35 0.000105601 1.08283e-34 Variance: 7.68312e-06 Variances/cluster: 5.65759e-08 9.74973e-08 6.41901e-08 7.62086e-08 0.0422886 5.15442e-07 2.74699e-06 0 1.00182e-07 0 -------------------------------------------------------------- Initialization seed trial #703 of 1000; initialization seed = 493579928 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 40 BIC score: 501436 Distortion: 0.0494857 Distortions/cluster: 3.39478e-05 2.43786e-05 0.00034554 0.000316083 3.27527e-05 0.0446389 1.98062e-05 4.59395e-05 0.000114735 0.00391362 Variance: 8.37322e-06 Variances/cluster: 6.00649e-08 7.18907e-08 3.89087e-07 4.58717e-07 6.07463e-08 0.0422886 6.42853e-08 7.81222e-08 5.76211e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #704 of 1000; initialization seed = 493579929 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 0.0446389 4.05825e-05 0.00391362 0.0003196 0.00010499 3.67534e-05 4.30753e-05 4.67043e-05 0.000101507 4.75489e-05 Variance: 8.34066e-06 Variances/cluster: 0.0422886 6.94685e-08 0.00391989 5.15442e-07 9.9697e-08 6.05294e-08 6.41901e-08 2.74699e-06 5.65759e-08 8.47307e-08 -------------------------------------------------------------- Initialization seed trial #705 of 1000; initialization seed = 493579930 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 14 BIC score: 506707 Distortion: 0.0456298 Distortions/cluster: 0.000321623 0.000128129 1.90128e-05 0.000428572 3.38382e-05 2.40958e-05 3.56534e-05 1.27749e-35 1.08283e-34 0.0446389 Variance: 7.72079e-06 Variances/cluster: 5.05656e-07 1.79436e-07 6.35675e-08 1.52829e-07 6.22972e-08 7.0024e-08 6.27495e-08 0 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #706 of 1000; initialization seed = 493579931 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 56 BIC score: 501322 Distortion: 0.0492914 Distortions/cluster: 6.80765e-05 4.66706e-05 4.31034e-05 9.89379e-05 4.31422e-05 0.00391362 5.10422e-05 0.000304149 8.37767e-05 0.0446389 Variance: 8.34035e-06 Variances/cluster: 7.62086e-08 4.51319e-08 7.72401e-08 1.07648e-07 6.53614e-08 0.00391989 5.27784e-08 1.78889e-05 9.74973e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #707 of 1000; initialization seed = 493579932 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 42 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.45648e-05 0.0446389 4.22437e-05 9.57657e-05 8.37767e-05 4.91981e-05 4.72422e-05 0.000307974 0.00391362 6.80765e-05 Variance: 8.34034e-06 Variances/cluster: 4.47847e-08 0.0422886 6.36145e-08 1.02524e-07 9.74973e-08 5.15647e-08 8.00651e-08 1.71076e-05 0.00391989 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #708 of 1000; initialization seed = 493579933 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 505505 Distortion: 0.0455855 Distortions/cluster: 4.90368e-05 0.000113371 1.27749e-35 3.58899e-05 4.31291e-05 0.0003196 0.0446389 3.99696e-05 0.00034554 1.08283e-34 Variance: 7.71328e-06 Variances/cluster: 8.51064e-08 5.73393e-08 0 6.04009e-08 6.42703e-08 5.15442e-07 0.0422886 6.86544e-08 3.89087e-07 0 -------------------------------------------------------------- Initialization seed trial #709 of 1000; initialization seed = 493579934 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.000307974 0.00010499 0.000101576 4.30816e-05 0.0446389 4.6908e-05 3.72578e-05 4.07184e-05 4.96348e-05 0.00391362 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 9.9697e-08 5.65829e-08 6.41994e-08 0.0422886 8.44922e-08 6.07595e-08 6.9701e-08 8.03088e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #710 of 1000; initialization seed = 493579935 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 3.64426e-05 4.90368e-05 4.96348e-05 0.0446389 3.99696e-05 0.000101576 0.000307974 4.30816e-05 0.000104435 0.00391362 Variance: 8.3392e-06 Variances/cluster: 6.12281e-08 8.51064e-08 8.03088e-08 0.0422886 6.86544e-08 5.65829e-08 1.71076e-05 6.41994e-08 9.92642e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #711 of 1000; initialization seed = 493579936 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 8.366e-05 9.5956e-05 0.00391362 4.94716e-05 4.4522e-05 4.08682e-05 6.81933e-05 0.000307974 0.0446389 4.82377e-05 Variance: 8.34034e-06 Variances/cluster: 9.74749e-08 1.02398e-07 0.00391989 8.03046e-08 4.47417e-08 6.32579e-08 7.6254e-08 1.71076e-05 0.0422886 5.11478e-08 -------------------------------------------------------------- Initialization seed trial #712 of 1000; initialization seed = 493579937 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 4.30753e-05 4.6908e-05 0.0003196 0.000101507 4.67043e-05 3.72578e-05 4.07184e-05 0.00010499 0.00391362 0.0446389 Variance: 8.34066e-06 Variances/cluster: 6.41901e-08 8.44922e-08 5.15442e-07 5.65759e-08 2.74699e-06 6.07595e-08 6.9701e-08 9.9697e-08 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #713 of 1000; initialization seed = 493579938 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 88 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.0446389 8.37767e-05 1.08283e-34 6.80765e-05 1.27749e-35 0.000307974 0.000105601 0.000101576 4.30816e-05 4.96348e-05 Variance: 7.68167e-06 Variances/cluster: 0.0422886 9.74973e-08 0 7.62086e-08 0 1.71076e-05 1.00182e-07 5.65829e-08 6.41994e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #714 of 1000; initialization seed = 493579939 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 98 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 8.37767e-05 6.80765e-05 0.000313359 5.18241e-05 0.00391362 4.66957e-05 0.0446389 4.27239e-05 9.48004e-05 4.67043e-05 Variance: 8.34188e-06 Variances/cluster: 9.74973e-08 7.62086e-08 4.79102e-07 5.30928e-08 0.00391989 4.51126e-08 0.0422886 7.72522e-08 1.03035e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #715 of 1000; initialization seed = 493579940 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 70 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.00391362 9.48004e-05 4.66957e-05 4.67043e-05 4.27239e-05 0.0446389 0.000313359 5.18241e-05 8.37767e-05 6.80765e-05 Variance: 8.34188e-06 Variances/cluster: 0.00391989 1.03035e-07 4.51126e-08 2.74699e-06 7.72522e-08 0.0422886 4.79102e-07 5.30928e-08 9.74973e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #716 of 1000; initialization seed = 493579941 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 502107 Distortion: 0.0492292 Distortions/cluster: 0.0446389 4.67839e-05 4.07957e-05 0.00391362 4.30796e-05 4.9542e-05 0.000344247 4.81569e-35 3.67128e-05 0.000115462 Variance: 8.32981e-06 Variances/cluster: 0.0422886 8.44208e-08 6.98334e-08 0.00391989 6.41966e-08 8.02886e-08 3.9702e-07 2.67973e-31 5.98708e-08 5.76963e-08 -------------------------------------------------------------- Initialization seed trial #717 of 1000; initialization seed = 493579942 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 0.00872182 0 0.00391362 0.0003196 0.000115243 4.31291e-05 4.07957e-05 0.000344247 4.67839e-05 3.67128e-05 Variance: 2.29813e-06 Variances/cluster: 0.156503 0 0.00391989 5.15442e-07 5.76447e-08 6.42703e-08 6.98334e-08 3.9702e-07 8.44208e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #718 of 1000; initialization seed = 493579943 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 18 BIC score: 506689 Distortion: 0.0456297 Distortions/cluster: 2.51159e-05 1.08283e-34 0.0446389 3.27799e-05 1.90462e-05 4.54645e-05 0.000324044 3.56534e-05 0.00050868 1.27749e-35 Variance: 7.72076e-06 Variances/cluster: 7.23574e-08 0 0.0422886 6.07967e-08 6.34671e-08 6.36702e-08 5.00801e-07 6.27495e-08 1.82109e-07 0 -------------------------------------------------------------- Initialization seed trial #719 of 1000; initialization seed = 493579944 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.000307974 6.81933e-05 4.4522e-05 0.00391362 9.5956e-05 8.366e-05 4.08682e-05 4.94716e-05 4.82377e-05 0.0446389 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 7.6254e-08 4.47417e-08 0.00391989 1.02398e-07 9.74749e-08 6.32579e-08 8.03046e-08 5.11478e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #720 of 1000; initialization seed = 493579945 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 78 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 6.80765e-05 0 4.96348e-05 8.37767e-05 0.00391362 4.30816e-05 0.00872182 0.000307974 0.000105601 0.000101576 Variance: 2.26652e-06 Variances/cluster: 7.62086e-08 0 8.03088e-08 9.74973e-08 0.00391989 6.41994e-08 0.156503 1.71076e-05 1.00182e-07 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #721 of 1000; initialization seed = 493579946 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 515000 Distortion: 0.0362296 Distortions/cluster: 4.3027e-05 4.72422e-05 0 9.6512e-05 0.021435 0.0102929 0.000307974 4.88408e-05 4.4522e-05 0.00391362 Variance: 6.13022e-06 Variances/cluster: 6.45995e-08 8.00651e-08 0 1.02772e-07 2.97198e-05 9.98937e-06 1.71076e-05 5.146e-08 4.47417e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #722 of 1000; initialization seed = 493579947 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 0.000101576 0.0446389 8.37767e-05 1.27749e-35 0.000105601 4.30816e-05 6.80765e-05 1.08283e-34 0.000307974 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 5.65829e-08 0.0422886 9.74973e-08 0 1.00182e-07 6.41994e-08 7.62086e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #723 of 1000; initialization seed = 493579948 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 59 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.08283e-34 0.000307974 0.000105601 1.27749e-35 4.30816e-05 4.96348e-05 0.000101576 0.0446389 8.37767e-05 6.80765e-05 Variance: 7.68167e-06 Variances/cluster: 0 1.71076e-05 1.00182e-07 0 6.41994e-08 8.03088e-08 5.65829e-08 0.0422886 9.74973e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #724 of 1000; initialization seed = 493579949 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 506689 Distortion: 0.0456297 Distortions/cluster: 0.000324044 4.54645e-05 1.90236e-05 0.00050868 3.56534e-05 1.08283e-34 2.51385e-05 3.27799e-05 1.27749e-35 0.0446389 Variance: 7.72076e-06 Variances/cluster: 5.00801e-07 6.36702e-08 6.33916e-08 1.82109e-07 6.27495e-08 0 7.24227e-08 6.07967e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #725 of 1000; initialization seed = 493579950 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 79 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.000313359 4.67043e-05 0.0446389 4.27239e-05 0.00391362 8.366e-05 4.66957e-05 5.18241e-05 9.48004e-05 6.81933e-05 Variance: 8.34188e-06 Variances/cluster: 4.79102e-07 2.74699e-06 0.0422886 7.72522e-08 0.00391989 9.74749e-08 4.51126e-08 5.30928e-08 1.03035e-07 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #726 of 1000; initialization seed = 493579951 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 511477 Distortion: 0.0403015 Distortions/cluster: 0.00391362 4.30753e-05 6.80765e-05 0.0003196 0.000101507 2.37044e-35 4.67043e-05 8.37767e-05 0.000105601 0.0356196 Variance: 6.81921e-06 Variances/cluster: 0.00391989 6.41901e-08 7.62086e-08 5.15442e-07 5.65759e-08 0 2.74699e-06 9.74973e-08 1.00182e-07 0.035575 -------------------------------------------------------------- Initialization seed trial #727 of 1000; initialization seed = 493579952 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 514396 Distortion: 0.036736 Distortions/cluster: 0.00391362 9.64445e-05 4.4522e-05 4.15022e-05 0.000118409 0.000307974 0.0214276 4.82377e-05 4.94716e-05 0.0106882 Variance: 6.2159e-06 Variances/cluster: 0.00391989 1.0281e-07 4.47417e-08 6.41401e-08 1.10421e-07 1.71076e-05 3.15473e-05 5.11478e-08 8.03046e-08 0.197295 -------------------------------------------------------------- Initialization seed trial #728 of 1000; initialization seed = 493579953 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 9.52741e-05 4.31424e-05 4.31034e-05 6.80765e-05 0.00391362 8.37767e-05 4.64238e-05 0.000307974 0.0446389 5.11106e-05 Variance: 8.34034e-06 Variances/cluster: 1.03437e-07 6.54608e-08 7.72401e-08 7.62086e-08 0.00391989 9.74973e-08 4.50239e-08 1.71076e-05 0.0422886 5.27945e-08 -------------------------------------------------------------- Initialization seed trial #729 of 1000; initialization seed = 493579954 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00872182 0.00391362 6.80765e-05 8.37767e-05 0.000105601 0.000101576 4.30816e-05 0.000307974 0 4.96348e-05 Variance: 2.26652e-06 Variances/cluster: 0.156503 0.00391989 7.62086e-08 9.74973e-08 1.00182e-07 5.65829e-08 6.41994e-08 1.71076e-05 0 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #730 of 1000; initialization seed = 493579955 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.94716e-05 4.08682e-05 0.00391362 8.366e-05 9.5956e-05 0.0446389 6.81933e-05 4.82377e-05 4.4522e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 8.03046e-08 6.32579e-08 0.00391989 9.74749e-08 1.02398e-07 0.0422886 7.6254e-08 5.11478e-08 4.47417e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #731 of 1000; initialization seed = 493579956 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 61 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 6.80765e-05 4.30816e-05 0.0446389 8.37767e-05 1.27749e-35 0.000307974 0.000105601 0.000101576 1.08283e-34 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 7.62086e-08 6.41994e-08 0.0422886 9.74973e-08 0 1.71076e-05 1.00182e-07 5.65829e-08 0 -------------------------------------------------------------- Initialization seed trial #732 of 1000; initialization seed = 493579957 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 66 BIC score: 521558 Distortion: 0.0321415 Distortions/cluster: 0.000114171 0 4.37837e-05 4.96348e-05 0.000101507 1.27749e-35 0.0214319 0.000106086 0.00998646 0.000307974 Variance: 5.43849e-06 Variances/cluster: 1.08907e-07 0 6.50518e-08 8.03088e-08 5.65759e-08 0 3.04763e-05 1.00547e-07 0.185417 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #733 of 1000; initialization seed = 493579958 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 4.23198e-05 8.37767e-05 9.57657e-05 6.80765e-05 4.67043e-05 0.00391362 4.4522e-05 0.0446389 0.000317415 4.8886e-05 Variance: 8.34179e-06 Variances/cluster: 6.37292e-08 9.74973e-08 1.02524e-07 7.62086e-08 2.74699e-06 0.00391989 4.47417e-08 0.0422886 5.34325e-07 5.13992e-08 -------------------------------------------------------------- Initialization seed trial #734 of 1000; initialization seed = 493579959 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 0 0.000105601 4.96348e-05 6.80765e-05 4.30816e-05 0.000307974 0.000101576 0.00872182 8.37767e-05 Variance: 2.26652e-06 Variances/cluster: 0.00391989 0 1.00182e-07 8.03088e-08 7.62086e-08 6.41994e-08 1.71076e-05 5.65829e-08 0.156503 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #735 of 1000; initialization seed = 493579960 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 505513 Distortion: 0.0455854 Distortions/cluster: 4.32888e-05 4.06713e-05 1.27749e-35 4.6908e-05 3.67128e-05 0.000113915 1.08283e-34 0.000319065 0.0446389 0.000345962 Variance: 7.71327e-06 Variances/cluster: 6.42212e-08 6.97398e-08 0 8.44922e-08 5.98708e-08 5.744e-08 0 5.20456e-07 0.0422886 3.9e-07 -------------------------------------------------------------- Initialization seed trial #736 of 1000; initialization seed = 493579961 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 62 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 4.30816e-05 0.000101576 0.000307974 1.27749e-35 0.0446389 6.80765e-05 0.000105601 1.08283e-34 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 6.41994e-08 5.65829e-08 1.71076e-05 0 0.0422886 7.62086e-08 1.00182e-07 0 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #737 of 1000; initialization seed = 493579962 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000307974 6.81933e-05 0.0446389 4.96348e-05 1.27749e-35 8.366e-05 4.30816e-05 0.000105601 0.000101576 1.08283e-34 Variance: 7.68167e-06 Variances/cluster: 1.71076e-05 7.6254e-08 0.0422886 8.03088e-08 0 9.74749e-08 6.41994e-08 1.00182e-07 5.65829e-08 0 -------------------------------------------------------------- Initialization seed trial #738 of 1000; initialization seed = 493579963 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 64 BIC score: 514409 Distortion: 0.0367446 Distortions/cluster: 4.67043e-05 4.36669e-05 4.67519e-05 0.00391362 5.1514e-05 9.57635e-05 0.0106882 0.000114171 0.0214319 0.000312393 Variance: 6.21736e-06 Variances/cluster: 2.74699e-06 6.62567e-08 4.51668e-08 0.00391989 5.29378e-08 1.03856e-07 0.197295 1.08907e-07 3.04763e-05 5.66911e-07 -------------------------------------------------------------- Initialization seed trial #739 of 1000; initialization seed = 493579964 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 4.67839e-05 4.31291e-05 1.08283e-34 3.67128e-05 0.000344247 1.27749e-35 0.0446389 4.07957e-05 0.0003196 0.000115243 Variance: 7.71327e-06 Variances/cluster: 8.44208e-08 6.42703e-08 0 5.98708e-08 3.9702e-07 0 0.0422886 6.98334e-08 5.15442e-07 5.76447e-08 -------------------------------------------------------------- Initialization seed trial #740 of 1000; initialization seed = 493579965 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 91 BIC score: 514410 Distortion: 0.036745 Distortions/cluster: 0.000314009 0.00391362 0.000114323 9.52901e-05 4.67043e-05 0.0106882 5.18241e-05 4.66957e-05 0.0214317 4.27239e-05 Variance: 6.21744e-06 Variances/cluster: 4.79362e-07 0.00391989 1.08949e-07 1.03454e-07 2.74699e-06 0.197295 5.30928e-08 4.51126e-08 3.05195e-05 7.72522e-08 -------------------------------------------------------------- Initialization seed trial #741 of 1000; initialization seed = 493579966 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 501421 Distortion: 0.0494851 Distortions/cluster: 0.00391362 3.35214e-05 4.31291e-05 3.42626e-05 0.0003196 0.0446389 0.00034554 1.94952e-05 2.36116e-05 0.000113371 Variance: 8.37311e-06 Variances/cluster: 0.00391989 6.22874e-08 6.42703e-08 6.009e-08 5.15442e-07 0.0422886 3.89087e-07 6.41085e-08 6.96288e-08 5.73393e-08 -------------------------------------------------------------- Initialization seed trial #742 of 1000; initialization seed = 493579967 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.00872182 0.0003196 1.27749e-35 8.366e-05 0 0.000115243 4.31291e-05 1.08283e-34 6.81933e-05 0.000344247 Variance: 1.64059e-06 Variances/cluster: 0.156503 5.15442e-07 0 9.74749e-08 0 5.76447e-08 6.42703e-08 0 7.6254e-08 3.9702e-07 -------------------------------------------------------------- Initialization seed trial #743 of 1000; initialization seed = 493579968 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 4.96348e-05 0.000307974 0.00872182 4.30816e-05 6.80765e-05 0.000101576 0.00391362 8.37767e-05 0.000105601 Variance: 2.26652e-06 Variances/cluster: 0 8.03088e-08 1.71076e-05 0.156503 6.41994e-08 7.62086e-08 5.65829e-08 0.00391989 9.74973e-08 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #744 of 1000; initialization seed = 493579969 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 0.000344247 4.31291e-05 0.00872182 4.07957e-05 0 3.67128e-05 4.67839e-05 0.0003196 0.00391362 0.000115243 Variance: 2.29813e-06 Variances/cluster: 3.9702e-07 6.42703e-08 0.156503 6.98334e-08 0 5.98708e-08 8.44208e-08 5.15442e-07 0.00391989 5.76447e-08 -------------------------------------------------------------- Initialization seed trial #745 of 1000; initialization seed = 493579970 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.0003196 0.000115243 0.00872182 8.37767e-05 0.000344247 1.27749e-35 4.31291e-05 1.08283e-34 0 6.80765e-05 Variance: 1.64059e-06 Variances/cluster: 5.15442e-07 5.76447e-08 0.156503 9.74973e-08 3.9702e-07 0 6.42703e-08 0 0 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #746 of 1000; initialization seed = 493579971 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 67 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000307974 8.37767e-05 0 0.00391362 6.80765e-05 0.000101576 4.96348e-05 0.000105601 4.30816e-05 0.00872182 Variance: 2.26652e-06 Variances/cluster: 1.71076e-05 9.74973e-08 0 0.00391989 7.62086e-08 5.65829e-08 8.03088e-08 1.00182e-07 6.41994e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #747 of 1000; initialization seed = 493579972 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000101507 4.67043e-05 0.0003196 6.80765e-05 1.08283e-34 0.000105601 8.37767e-05 1.27749e-35 0.0446389 4.30753e-05 Variance: 7.68312e-06 Variances/cluster: 5.65759e-08 2.74699e-06 5.15442e-07 7.62086e-08 0 1.00182e-07 9.74973e-08 0 0.0422886 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #748 of 1000; initialization seed = 493579973 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 559267 Distortion: 0.013582 Distortions/cluster: 0.00391362 4.31291e-05 3.99696e-05 4.90368e-05 0.000113371 3.58899e-05 0.00872182 0 0.00034554 0.0003196 Variance: 2.29813e-06 Variances/cluster: 0.00391989 6.42703e-08 6.86544e-08 8.51064e-08 5.73393e-08 6.04009e-08 0.156503 0 3.89087e-07 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #749 of 1000; initialization seed = 493579974 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.000307974 0.0446389 0.00391362 4.94716e-05 8.366e-05 4.08682e-05 4.82377e-05 6.81933e-05 4.4522e-05 9.5956e-05 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 0.0422886 0.00391989 8.03046e-08 9.74749e-08 6.32579e-08 5.11478e-08 7.6254e-08 4.47417e-08 1.02398e-07 -------------------------------------------------------------- Initialization seed trial #750 of 1000; initialization seed = 493579975 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 0.0003196 4.31291e-05 0.000115243 4.07957e-05 4.67839e-05 3.67128e-05 0.00391362 0 0.000344247 0.00872182 Variance: 2.29813e-06 Variances/cluster: 5.15442e-07 6.42703e-08 5.76447e-08 6.98334e-08 8.44208e-08 5.98708e-08 0.00391989 0 3.9702e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #751 of 1000; initialization seed = 493579976 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 45 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.91981e-05 0.0446389 8.37767e-05 4.45648e-05 4.72422e-05 4.22437e-05 0.00391362 9.57657e-05 6.80765e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 5.15647e-08 0.0422886 9.74973e-08 4.47847e-08 8.00651e-08 6.36145e-08 0.00391989 1.02524e-07 7.62086e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #752 of 1000; initialization seed = 493579977 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 60 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.30816e-05 0.0446389 6.80765e-05 0.000101576 8.37767e-05 0.000105601 4.96348e-05 1.08283e-34 0.000307974 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 6.41994e-08 0.0422886 7.62086e-08 5.65829e-08 9.74973e-08 1.00182e-07 8.03088e-08 0 1.71076e-05 0 -------------------------------------------------------------- Initialization seed trial #753 of 1000; initialization seed = 493579978 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 505523 Distortion: 0.0455861 Distortions/cluster: 3.58899e-05 4.90368e-05 0.000316083 4.59395e-05 3.99696e-05 1.08283e-34 0.00034554 1.27749e-35 0.0446389 0.000114735 Variance: 7.71339e-06 Variances/cluster: 6.04009e-08 8.51064e-08 4.58717e-07 7.81222e-08 6.86544e-08 0 3.89087e-07 0 0.0422886 5.76211e-08 -------------------------------------------------------------- Initialization seed trial #754 of 1000; initialization seed = 493579979 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 506464 Distortion: 0.0453431 Distortions/cluster: 4.96348e-05 1.08283e-34 0.000115243 4.81569e-35 0.000344247 6.80765e-05 4.32047e-05 1.27749e-35 0.0446389 8.37767e-05 Variance: 7.67227e-06 Variances/cluster: 8.03088e-08 0 5.76447e-08 2.67973e-31 3.9702e-07 7.62086e-08 6.42872e-08 0 0.0422886 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #755 of 1000; initialization seed = 493579980 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 559279 Distortion: 0.0135826 Distortions/cluster: 3.58899e-05 0.00034554 0.00391362 0.000313621 0.000114485 4.90368e-05 3.99696e-05 4.86539e-05 0 0.00872182 Variance: 2.29825e-06 Variances/cluster: 6.04009e-08 3.89087e-07 0.00391989 4.66658e-07 5.75533e-08 8.51064e-08 6.86544e-08 8.01483e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #756 of 1000; initialization seed = 493579981 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 515990 Distortion: 0.0365943 Distortions/cluster: 6.80765e-05 1.27749e-35 0.000346127 0.000114735 0.0356196 1.08283e-34 8.37767e-05 0.000316083 2.37044e-35 4.59395e-05 Variance: 6.19193e-06 Variances/cluster: 7.62086e-08 0 3.89309e-07 5.76211e-08 0.035575 0 9.74973e-08 4.58717e-07 0 7.81222e-08 -------------------------------------------------------------- Initialization seed trial #757 of 1000; initialization seed = 493579982 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 94 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 4.30816e-05 0.000307974 1.08283e-34 1.27749e-35 6.80765e-05 0.0446389 0.000101576 0.000105601 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 6.41994e-08 1.71076e-05 0 0 7.62086e-08 0.0422886 5.65829e-08 1.00182e-07 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #758 of 1000; initialization seed = 493579983 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 45 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 0.000316083 4.06713e-05 0.000346127 4.6908e-05 1.08283e-34 4.59395e-05 3.67128e-05 1.27749e-35 0.000114735 0.0446389 Variance: 7.71338e-06 Variances/cluster: 4.58717e-07 6.97398e-08 3.89309e-07 8.44922e-08 0 7.81222e-08 5.98708e-08 0 5.76211e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #759 of 1000; initialization seed = 493579984 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000105601 4.30753e-05 4.67043e-05 0.0003196 0.000101507 1.08283e-34 8.37767e-05 1.27749e-35 0.0446389 6.80765e-05 Variance: 7.68312e-06 Variances/cluster: 1.00182e-07 6.41901e-08 2.74699e-06 5.15442e-07 5.65759e-08 0 9.74973e-08 0 0.0422886 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #760 of 1000; initialization seed = 493579985 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 67 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000101576 4.96348e-05 8.37767e-05 0 6.80765e-05 4.30816e-05 0.000307974 0.00391362 0.000105601 0.00872182 Variance: 2.26652e-06 Variances/cluster: 5.65829e-08 8.03088e-08 9.74973e-08 0 7.62086e-08 6.41994e-08 1.71076e-05 0.00391989 1.00182e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #761 of 1000; initialization seed = 493579986 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 86 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.00391362 4.67043e-05 8.37767e-05 5.18241e-05 0.0446389 9.48004e-05 0.000313359 4.66957e-05 4.27239e-05 6.80765e-05 Variance: 8.34188e-06 Variances/cluster: 0.00391989 2.74699e-06 9.74973e-08 5.30928e-08 0.0422886 1.03035e-07 4.79102e-07 4.51126e-08 7.72522e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #762 of 1000; initialization seed = 493579987 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 67 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 4.30816e-05 8.37767e-05 0.000307974 1.08283e-34 0.000101576 1.27749e-35 0.000105601 0.0446389 4.96348e-05 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 6.41994e-08 9.74973e-08 1.71076e-05 0 5.65829e-08 0 1.00182e-07 0.0422886 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #763 of 1000; initialization seed = 493579988 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 44 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.00391362 0.000101576 4.30816e-05 3.72578e-05 0.0446389 0.000307974 0.00010499 4.07184e-05 4.6908e-05 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 0.00391989 5.65829e-08 6.41994e-08 6.07595e-08 0.0422886 1.71076e-05 9.9697e-08 6.9701e-08 8.44922e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #764 of 1000; initialization seed = 493579989 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 4.31291e-05 3.67128e-05 1.08283e-34 0.0003196 1.27749e-35 0.000344247 0.000115243 0.0446389 4.07957e-05 4.67839e-05 Variance: 7.71327e-06 Variances/cluster: 6.42703e-08 5.98708e-08 0 5.15442e-07 0 3.9702e-07 5.76447e-08 0.0422886 6.98334e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #765 of 1000; initialization seed = 493579990 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 574958 Distortion: 0.00969656 Distortions/cluster: 1.27749e-35 0.000114735 6.80765e-05 0.000346127 0 0.00872182 8.37767e-05 1.08283e-34 0.000316083 4.59395e-05 Variance: 1.6407e-06 Variances/cluster: 0 5.76211e-08 7.62086e-08 3.89309e-07 0 0.156503 9.74973e-08 0 4.58717e-07 7.81222e-08 -------------------------------------------------------------- Initialization seed trial #766 of 1000; initialization seed = 493579991 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 559275 Distortion: 0.013582 Distortions/cluster: 0.000319065 4.32888e-05 0.000345962 0.00872182 4.67839e-05 0 0.000113915 0.00391362 3.67128e-05 4.07957e-05 Variance: 2.29813e-06 Variances/cluster: 5.20456e-07 6.42212e-08 3.9e-07 0.156503 8.44208e-08 0 5.744e-08 0.00391989 5.98708e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #767 of 1000; initialization seed = 493579992 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.0446389 9.57657e-05 0.00391362 4.91981e-05 6.80765e-05 4.72422e-05 4.45648e-05 4.22437e-05 0.000307974 8.37767e-05 Variance: 8.34034e-06 Variances/cluster: 0.0422886 1.02524e-07 0.00391989 5.15647e-08 7.62086e-08 8.00651e-08 4.47847e-08 6.36145e-08 1.71076e-05 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #768 of 1000; initialization seed = 493579993 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 76 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.000307974 3.64426e-05 0.000104435 4.30816e-05 4.96348e-05 0.00391362 4.90368e-05 0.000101576 0.0446389 3.99696e-05 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 6.12281e-08 9.92642e-08 6.41994e-08 8.03088e-08 0.00391989 8.51064e-08 5.65829e-08 0.0422886 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #769 of 1000; initialization seed = 493579994 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 63 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 5.11104e-05 0.000307974 6.81933e-05 4.31422e-05 8.366e-05 4.64237e-05 4.31034e-05 9.52741e-05 0.00391362 0.0446389 Variance: 8.34034e-06 Variances/cluster: 5.27943e-08 1.71076e-05 7.6254e-08 6.53614e-08 9.74749e-08 4.50675e-08 7.72401e-08 1.03437e-07 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #770 of 1000; initialization seed = 493579995 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 501421 Distortion: 0.0494851 Distortions/cluster: 0.0446389 0.000113371 4.31291e-05 0.0003196 0.00391362 3.26327e-05 3.42626e-05 2.51399e-05 0.00034554 1.8854e-05 Variance: 8.37311e-06 Variances/cluster: 0.0422886 5.73393e-08 6.42703e-08 5.15442e-07 0.00391989 6.08624e-08 6.009e-08 7.24266e-08 3.89087e-07 6.32482e-08 -------------------------------------------------------------- Initialization seed trial #771 of 1000; initialization seed = 493579996 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 98 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 0.0446389 4.96348e-05 6.80765e-05 1.08283e-34 1.27749e-35 4.30816e-05 0.000101576 0.000307974 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 0.0422886 8.03088e-08 7.62086e-08 0 0 6.41994e-08 5.65829e-08 1.71076e-05 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #772 of 1000; initialization seed = 493579997 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 4.07957e-05 0.000346127 0.000114735 4.67839e-05 4.59395e-05 0.000316083 1.27749e-35 3.67128e-05 0.0446389 1.08283e-34 Variance: 7.71338e-06 Variances/cluster: 6.98334e-08 3.89309e-07 5.76211e-08 8.44208e-08 7.81222e-08 4.58717e-07 0 5.98708e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #773 of 1000; initialization seed = 493579998 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 46 BIC score: 521560 Distortion: 0.0321501 Distortions/cluster: 0.0214276 0.00998646 1.27749e-35 0.0003196 0 4.3708e-05 0.000101507 0.000106086 4.67043e-05 0.000118409 Variance: 5.43995e-06 Variances/cluster: 3.15473e-05 0.185417 0 5.15442e-07 0 6.50359e-08 5.65759e-08 1.00547e-07 2.74699e-06 1.10421e-07 -------------------------------------------------------------- Initialization seed trial #774 of 1000; initialization seed = 493579999 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.00391362 9.57657e-05 4.22437e-05 6.80765e-05 0.000307974 8.37767e-05 4.91981e-05 0.0446389 4.45648e-05 4.72422e-05 Variance: 8.34034e-06 Variances/cluster: 0.00391989 1.02524e-07 6.36145e-08 7.62086e-08 1.71076e-05 9.74973e-08 5.15647e-08 0.0422886 4.47847e-08 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #775 of 1000; initialization seed = 493580000 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 6.81933e-05 0.000101576 0 0.000307974 0.00872182 4.96348e-05 8.366e-05 0.00391362 4.30816e-05 0.000105601 Variance: 2.26653e-06 Variances/cluster: 7.6254e-08 5.65829e-08 0 1.71076e-05 0.156503 8.03088e-08 9.74749e-08 0.00391989 6.41994e-08 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #776 of 1000; initialization seed = 493580001 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 0.0003196 0 0.000105601 0.00391362 6.80765e-05 4.30753e-05 4.67043e-05 8.37767e-05 0.000101507 0.00872182 Variance: 2.26798e-06 Variances/cluster: 5.15442e-07 0 1.00182e-07 0.00391989 7.62086e-08 6.41901e-08 2.74699e-06 9.74973e-08 5.65759e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #777 of 1000; initialization seed = 493580002 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 87 BIC score: 514307 Distortion: 0.0367994 Distortions/cluster: 4.67519e-05 4.43622e-05 4.67043e-05 0.021531 6.84051e-05 5.1514e-05 0.000313562 0.00391362 0.0106882 9.52741e-05 Variance: 6.22663e-06 Variances/cluster: 4.51668e-08 6.7108e-08 2.74699e-06 2.50572e-05 7.70077e-08 5.29378e-08 5.65951e-07 0.00391989 0.197295 1.03437e-07 -------------------------------------------------------------- Initialization seed trial #778 of 1000; initialization seed = 493580003 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 515990 Distortion: 0.0365936 Distortions/cluster: 1.08283e-34 0.000115243 0.0356196 4.31291e-05 0.0003196 1.27749e-35 0.000344247 2.37044e-35 6.80765e-05 8.37767e-05 Variance: 6.19181e-06 Variances/cluster: 0 5.76447e-08 0.035575 6.42703e-08 5.15442e-07 0 3.9702e-07 0 7.62086e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #779 of 1000; initialization seed = 493580004 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 96 BIC score: 514411 Distortion: 0.036736 Distortions/cluster: 4.37871e-05 0.0214319 0.00391362 0.0106882 9.57635e-05 5.11104e-05 4.31034e-05 0.000307974 0.000114171 4.64237e-05 Variance: 6.2159e-06 Variances/cluster: 6.6238e-08 3.04763e-05 0.00391989 0.197295 1.03856e-07 5.27943e-08 7.72401e-08 1.71076e-05 1.08907e-07 4.50675e-08 -------------------------------------------------------------- Initialization seed trial #780 of 1000; initialization seed = 493580005 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 4.06713e-05 1.08283e-34 0.000316083 0.0446389 0.000114735 4.6908e-05 0.000346127 4.59395e-05 3.67128e-05 1.27749e-35 Variance: 7.71338e-06 Variances/cluster: 6.97398e-08 0 4.58717e-07 0.0422886 5.76211e-08 8.44922e-08 3.89309e-07 7.81222e-08 5.98708e-08 0 -------------------------------------------------------------- Initialization seed trial #781 of 1000; initialization seed = 493580006 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000105601 0.000101576 4.96348e-05 0.00872182 0.00391362 0 6.80765e-05 8.37767e-05 0.000307974 4.30816e-05 Variance: 2.26652e-06 Variances/cluster: 1.00182e-07 5.65829e-08 8.03088e-08 0.156503 0.00391989 0 7.62086e-08 9.74973e-08 1.71076e-05 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #782 of 1000; initialization seed = 493580007 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 67 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.27749e-35 0.000101576 4.96348e-05 1.08283e-34 8.37767e-05 0.0446389 6.80765e-05 4.30816e-05 0.000307974 0.000105601 Variance: 7.68167e-06 Variances/cluster: 0 5.65829e-08 8.03088e-08 0 9.74973e-08 0.0422886 7.62086e-08 6.41994e-08 1.71076e-05 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #783 of 1000; initialization seed = 493580008 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 77 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.0446389 1.08283e-34 6.80765e-05 4.96348e-05 0.000101576 0.000105601 4.30816e-05 1.27749e-35 0.000307974 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 0.0422886 0 7.62086e-08 8.03088e-08 5.65829e-08 1.00182e-07 6.41994e-08 0 1.71076e-05 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #784 of 1000; initialization seed = 493580009 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 87 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 0.00391362 5.1514e-05 8.37767e-05 0.0446389 4.30202e-05 4.67043e-05 6.80765e-05 9.52741e-05 4.67519e-05 0.000312393 Variance: 8.3418e-06 Variances/cluster: 0.00391989 5.29378e-08 9.74973e-08 0.0422886 6.53746e-08 2.74699e-06 7.62086e-08 1.03437e-07 4.51668e-08 5.66911e-07 -------------------------------------------------------------- Initialization seed trial #785 of 1000; initialization seed = 493580010 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 506639 Distortion: 0.0456329 Distortions/cluster: 1.27749e-35 0.000322216 0.0446389 1.08283e-34 2.16186e-05 3.36687e-05 3.43671e-05 4.63628e-05 2.61709e-05 0.000509617 Variance: 7.72131e-06 Variances/cluster: 0 5.05793e-07 0.0422886 0 4.73939e-08 8.03294e-08 7.43641e-08 6.49282e-08 6.27392e-08 1.81794e-07 -------------------------------------------------------------- Initialization seed trial #786 of 1000; initialization seed = 493580011 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 84 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.00010499 4.30816e-05 3.72578e-05 4.07184e-05 0.000101576 0.0446389 0.00391362 4.6908e-05 0.000307974 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 9.9697e-08 6.41994e-08 6.07595e-08 6.9701e-08 5.65829e-08 0.0422886 0.00391989 8.44922e-08 1.71076e-05 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #787 of 1000; initialization seed = 493580012 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 74 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 8.37767e-05 4.96348e-05 0.0446389 1.27749e-35 1.08283e-34 0.000105601 6.80765e-05 0.000307974 4.30816e-05 0.000101576 Variance: 7.68167e-06 Variances/cluster: 9.74973e-08 8.03088e-08 0.0422886 0 0 1.00182e-07 7.62086e-08 1.71076e-05 6.41994e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #788 of 1000; initialization seed = 493580013 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 42 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.0446389 8.37767e-05 9.57657e-05 6.80765e-05 4.91981e-05 0.000307974 0.00391362 4.72422e-05 4.45648e-05 4.22437e-05 Variance: 8.34034e-06 Variances/cluster: 0.0422886 9.74973e-08 1.02524e-07 7.62086e-08 5.15647e-08 1.71076e-05 0.00391989 8.00651e-08 4.47847e-08 6.36145e-08 -------------------------------------------------------------- Initialization seed trial #789 of 1000; initialization seed = 493580014 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 6.80765e-05 4.91981e-05 0.000307974 0.00391362 4.22437e-05 9.57657e-05 4.72422e-05 0.0446389 8.37767e-05 4.45648e-05 Variance: 8.34034e-06 Variances/cluster: 7.62086e-08 5.15647e-08 1.71076e-05 0.00391989 6.36145e-08 1.02524e-07 8.00651e-08 0.0422886 9.74973e-08 4.47847e-08 -------------------------------------------------------------- Initialization seed trial #790 of 1000; initialization seed = 493580015 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.0446389 8.37767e-05 4.08682e-05 0.000307974 0.00391362 9.5956e-05 6.80765e-05 4.82377e-05 4.4522e-05 4.94716e-05 Variance: 8.34034e-06 Variances/cluster: 0.0422886 9.74973e-08 6.32579e-08 1.71076e-05 0.00391989 1.02398e-07 7.62086e-08 5.11478e-08 4.47417e-08 8.03046e-08 -------------------------------------------------------------- Initialization seed trial #791 of 1000; initialization seed = 493580016 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 559275 Distortion: 0.013582 Distortions/cluster: 0.000319065 0.000113915 4.67839e-05 4.07957e-05 0 3.67128e-05 4.32888e-05 0.00872182 0.000345962 0.00391362 Variance: 2.29813e-06 Variances/cluster: 5.20456e-07 5.744e-08 8.44208e-08 6.98334e-08 0 5.98708e-08 6.42212e-08 0.156503 3.9e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #792 of 1000; initialization seed = 493580017 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000101507 0.0003196 0.0446389 4.67043e-05 1.08283e-34 6.81933e-05 8.366e-05 0.000105601 4.30753e-05 1.27749e-35 Variance: 7.68312e-06 Variances/cluster: 5.65759e-08 5.15442e-07 0.0422886 2.74699e-06 0 7.6254e-08 9.74749e-08 1.00182e-07 6.41901e-08 0 -------------------------------------------------------------- Initialization seed trial #793 of 1000; initialization seed = 493580018 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 21 BIC score: 501968 Distortion: 0.049521 Distortions/cluster: 1.89536e-05 2.07709e-05 2.35134e-05 0.000350635 2.43728e-05 0.000140422 0.00391362 0.000374152 0.0446389 1.56781e-05 Variance: 8.37919e-06 Variances/cluster: 4.62133e-08 7.03879e-08 6.16946e-08 3.84433e-07 6.04591e-08 6.42012e-08 0.00391989 3.53946e-07 0.0422886 5.9821e-08 -------------------------------------------------------------- Initialization seed trial #794 of 1000; initialization seed = 493580019 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 511770 Distortion: 0.0402374 Distortions/cluster: 4.96348e-05 4.32047e-05 4.81569e-35 0.00391362 0.000115243 6.81933e-05 0.0356196 8.366e-05 2.37044e-35 0.000344247 Variance: 6.80835e-06 Variances/cluster: 8.03088e-08 6.42872e-08 2.67973e-31 0.00391989 5.76447e-08 7.6254e-08 0.035575 9.74749e-08 0 3.9702e-07 -------------------------------------------------------------- Initialization seed trial #795 of 1000; initialization seed = 493580020 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 514387 Distortion: 0.0367359 Distortions/cluster: 0.00391362 9.6512e-05 4.4522e-05 0.0214332 4.88408e-05 0.000112795 4.72422e-05 0.000307974 0.0106882 4.3027e-05 Variance: 6.21589e-06 Variances/cluster: 0.00391989 1.02772e-07 4.47417e-08 3.01353e-05 5.146e-08 1.08422e-07 8.00651e-08 1.71076e-05 0.197295 6.45995e-08 -------------------------------------------------------------- Initialization seed trial #796 of 1000; initialization seed = 493580021 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.4522e-05 0.000307974 8.37767e-05 4.94716e-05 0.00391362 9.5956e-05 6.80765e-05 4.82377e-05 4.08682e-05 0.0446389 Variance: 8.34034e-06 Variances/cluster: 4.47417e-08 1.71076e-05 9.74973e-08 8.03046e-08 0.00391989 1.02398e-07 7.62086e-08 5.11478e-08 6.32579e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #797 of 1000; initialization seed = 493580022 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 1.27749e-35 0.000344247 0.000115243 8.37767e-05 0.00872182 0.0003196 4.31291e-05 6.80765e-05 1.08283e-34 0 Variance: 1.64059e-06 Variances/cluster: 0 3.9702e-07 5.76447e-08 9.74973e-08 0.156503 5.15442e-07 6.42703e-08 7.62086e-08 0 0 -------------------------------------------------------------- Initialization seed trial #798 of 1000; initialization seed = 493580023 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 52 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 0.00872182 6.80765e-05 0.000307974 4.30816e-05 0.000105601 4.96348e-05 0.000101576 0.00391362 8.37767e-05 Variance: 2.26652e-06 Variances/cluster: 0 0.156503 7.62086e-08 1.71076e-05 6.41994e-08 1.00182e-07 8.03088e-08 5.65829e-08 0.00391989 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #799 of 1000; initialization seed = 493580024 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 75 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 9.52741e-05 6.80765e-05 0.00391362 4.67519e-05 4.30202e-05 0.0446389 5.1514e-05 0.000312393 4.67043e-05 8.37767e-05 Variance: 8.3418e-06 Variances/cluster: 1.03437e-07 7.62086e-08 0.00391989 4.51668e-08 6.53746e-08 0.0422886 5.29378e-08 5.66911e-07 2.74699e-06 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #800 of 1000; initialization seed = 493580025 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 9.48004e-05 8.37767e-05 4.67043e-05 4.27239e-05 0.00391362 6.80765e-05 4.6718e-05 0.000313359 0.0446389 5.18033e-05 Variance: 8.34188e-06 Variances/cluster: 1.03035e-07 9.74973e-08 2.74699e-06 7.72522e-08 0.00391989 7.62086e-08 4.5047e-08 4.79102e-07 0.0422886 5.31804e-08 -------------------------------------------------------------- Initialization seed trial #801 of 1000; initialization seed = 493580026 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 94 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.000313359 0.00391362 4.27239e-05 0.0446389 8.37767e-05 4.66957e-05 5.18241e-05 4.67043e-05 9.48004e-05 6.80765e-05 Variance: 8.34188e-06 Variances/cluster: 4.79102e-07 0.00391989 7.72522e-08 0.0422886 9.74973e-08 4.51126e-08 5.30928e-08 2.74699e-06 1.03035e-07 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #802 of 1000; initialization seed = 493580027 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 505513 Distortion: 0.0455854 Distortions/cluster: 4.07957e-05 0.000113915 1.08283e-34 1.27749e-35 0.000319065 3.67128e-05 4.32888e-05 0.000345962 4.67839e-05 0.0446389 Variance: 7.71327e-06 Variances/cluster: 6.98334e-08 5.744e-08 0 0 5.20456e-07 5.98708e-08 6.42212e-08 3.9e-07 8.44208e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #803 of 1000; initialization seed = 493580028 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.0003196 1.27749e-35 4.07957e-05 1.08283e-34 0.000344247 0.000115243 3.67128e-05 4.67839e-05 0.0446389 4.31291e-05 Variance: 7.71327e-06 Variances/cluster: 5.15442e-07 0 6.98334e-08 0 3.9702e-07 5.76447e-08 5.98708e-08 8.44208e-08 0.0422886 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #804 of 1000; initialization seed = 493580029 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501326 Distortion: 0.0493001 Distortions/cluster: 6.80765e-05 4.22779e-05 0.000312192 4.91809e-05 0.00391362 8.37767e-05 9.48531e-05 0.0446389 4.67043e-05 5.05202e-05 Variance: 8.34181e-06 Variances/cluster: 7.62086e-08 6.49374e-08 5.69647e-07 4.55759e-08 0.00391989 9.74973e-08 1.03769e-07 0.0422886 2.74699e-06 5.33983e-08 -------------------------------------------------------------- Initialization seed trial #805 of 1000; initialization seed = 493580030 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 515990 Distortion: 0.0365936 Distortions/cluster: 0.000344247 1.27749e-35 6.80765e-05 0.000115243 4.31291e-05 8.37767e-05 0.0356196 1.08283e-34 0.0003196 2.37044e-35 Variance: 6.19181e-06 Variances/cluster: 3.9702e-07 0 7.62086e-08 5.76447e-08 6.42703e-08 9.74973e-08 0.035575 0 5.15442e-07 0 -------------------------------------------------------------- Initialization seed trial #806 of 1000; initialization seed = 493580031 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 76 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 1.08283e-34 1.27749e-35 0.000105601 0.000307974 0.0446389 0.000101576 4.30816e-05 4.96348e-05 8.37767e-05 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 0 0 1.00182e-07 1.71076e-05 0.0422886 5.65829e-08 6.41994e-08 8.03088e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #807 of 1000; initialization seed = 493580032 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 515990 Distortion: 0.0365943 Distortions/cluster: 0.000114735 0.000346127 0.000316083 6.80765e-05 8.37767e-05 1.08283e-34 1.27749e-35 0.0356196 2.37044e-35 4.59395e-05 Variance: 6.19193e-06 Variances/cluster: 5.76211e-08 3.89309e-07 4.58717e-07 7.62086e-08 9.74973e-08 0 0 0.035575 0 7.81222e-08 -------------------------------------------------------------- Initialization seed trial #808 of 1000; initialization seed = 493580033 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.67839e-05 0.000101576 4.30816e-05 0.0446389 3.73047e-05 4.07957e-05 4.96348e-05 0.00010499 0.00391362 0.000307974 Variance: 8.3392e-06 Variances/cluster: 8.44208e-08 5.65829e-08 6.41994e-08 0.0422886 6.0737e-08 6.98334e-08 8.03088e-08 9.9697e-08 0.00391989 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #809 of 1000; initialization seed = 493580034 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 65 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 1.08283e-34 0.000307974 8.37767e-05 4.96348e-05 0.0446389 0.000101576 6.80765e-05 4.30816e-05 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 0 1.71076e-05 9.74973e-08 8.03088e-08 0.0422886 5.65829e-08 7.62086e-08 6.41994e-08 0 -------------------------------------------------------------- Initialization seed trial #810 of 1000; initialization seed = 493580035 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000105601 4.30816e-05 0.00391362 0.000101576 6.80765e-05 4.96348e-05 8.37767e-05 0.00872182 0.000307974 0 Variance: 2.26652e-06 Variances/cluster: 1.00182e-07 6.41994e-08 0.00391989 5.65829e-08 7.62086e-08 8.03088e-08 9.74973e-08 0.156503 1.71076e-05 0 -------------------------------------------------------------- Initialization seed trial #811 of 1000; initialization seed = 493580036 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 83 BIC score: 514420 Distortion: 0.0367451 Distortions/cluster: 0.000119056 0.00391362 0.000313359 9.52901e-05 0.0106882 5.18241e-05 4.27239e-05 4.67043e-05 0.0214276 4.66957e-05 Variance: 6.21744e-06 Variances/cluster: 1.10921e-07 0.00391989 4.79102e-07 1.03454e-07 0.197295 5.30928e-08 7.72522e-08 2.74699e-06 3.15473e-05 4.51126e-08 -------------------------------------------------------------- Initialization seed trial #812 of 1000; initialization seed = 493580037 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 94 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.66957e-05 6.80765e-05 8.37767e-05 0.00391362 0.0446389 0.000313359 9.48004e-05 4.67043e-05 4.27239e-05 5.18241e-05 Variance: 8.34188e-06 Variances/cluster: 4.51126e-08 7.62086e-08 9.74973e-08 0.00391989 0.0422886 4.79102e-07 1.03035e-07 2.74699e-06 7.72522e-08 5.30928e-08 -------------------------------------------------------------- Initialization seed trial #813 of 1000; initialization seed = 493580038 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 41 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.27749e-35 8.37767e-05 0.000105601 4.96348e-05 0.0446389 6.80765e-05 0.000101576 0.000307974 4.30816e-05 1.08283e-34 Variance: 7.68167e-06 Variances/cluster: 0 9.74973e-08 1.00182e-07 8.03088e-08 0.0422886 7.62086e-08 5.65829e-08 1.71076e-05 6.41994e-08 0 -------------------------------------------------------------- Initialization seed trial #814 of 1000; initialization seed = 493580039 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 505522 Distortion: 0.0455854 Distortions/cluster: 1.27749e-35 0.000115134 0.0003196 3.99696e-05 4.90368e-05 1.08283e-34 0.000343771 3.58899e-05 4.31291e-05 0.0446389 Variance: 7.71327e-06 Variances/cluster: 0 5.76187e-08 5.15442e-07 6.86544e-08 8.51064e-08 0 3.9647e-07 6.04009e-08 6.42703e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #815 of 1000; initialization seed = 493580040 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 676067 Distortion: 0.00103264 Distortions/cluster: 8.37767e-05 6.93869e-05 4.63628e-05 0.000510895 1.08283e-34 0.000322216 9.64317e-35 2.37044e-35 1.27749e-35 0 Variance: 1.74727e-07 Variances/cluster: 9.74973e-08 7.7502e-08 6.49282e-08 1.8212e-07 0 5.05793e-07 6.86694e-32 0 0 0 -------------------------------------------------------------- Initialization seed trial #816 of 1000; initialization seed = 493580041 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 56 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 4.07184e-05 3.72578e-05 0.00010499 0.0446389 0.00391362 4.6908e-05 4.67043e-05 0.0003196 0.000101507 4.30753e-05 Variance: 8.34066e-06 Variances/cluster: 6.9701e-08 6.07595e-08 9.9697e-08 0.0422886 0.00391989 8.44922e-08 2.74699e-06 5.15442e-07 5.65759e-08 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #817 of 1000; initialization seed = 493580042 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 515019 Distortion: 0.0362383 Distortions/cluster: 0.000312393 4.36669e-05 9.57635e-05 0.0214352 0 4.67519e-05 4.67043e-05 0.00391362 5.1514e-05 0.0102926 Variance: 6.13169e-06 Variances/cluster: 5.66911e-07 6.62567e-08 1.03856e-07 2.9679e-05 0 4.51668e-08 2.74699e-06 0.00391989 5.29378e-08 9.99886e-06 -------------------------------------------------------------- Initialization seed trial #818 of 1000; initialization seed = 493580043 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.91981e-05 0.000307974 4.22437e-05 0.0446389 4.45648e-05 8.37767e-05 4.72422e-05 0.00391362 6.80765e-05 9.57657e-05 Variance: 8.34034e-06 Variances/cluster: 5.15647e-08 1.71076e-05 6.36145e-08 0.0422886 4.47847e-08 9.74973e-08 8.00651e-08 0.00391989 7.62086e-08 1.02524e-07 -------------------------------------------------------------- Initialization seed trial #819 of 1000; initialization seed = 493580044 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 14 BIC score: 559283 Distortion: 0.0135826 Distortions/cluster: 0.00034554 0.000316083 3.58899e-05 0 0.000114735 0.00872182 4.59395e-05 3.99696e-05 0.00391362 4.90368e-05 Variance: 2.29825e-06 Variances/cluster: 3.89087e-07 4.58717e-07 6.04009e-08 0 5.76211e-08 0.156503 7.81222e-08 6.86544e-08 0.00391989 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #820 of 1000; initialization seed = 493580045 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 88 BIC score: 514409 Distortion: 0.036745 Distortions/cluster: 0.000114171 0.0214319 4.67043e-05 0.00391362 4.66957e-05 9.52901e-05 0.000314009 4.27239e-05 0.0106882 5.18241e-05 Variance: 6.21744e-06 Variances/cluster: 1.08907e-07 3.04763e-05 2.74699e-06 0.00391989 4.51126e-08 1.03454e-07 4.79362e-07 7.72522e-08 0.197295 5.30928e-08 -------------------------------------------------------------- Initialization seed trial #821 of 1000; initialization seed = 493580046 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 42 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 6.81933e-05 4.30202e-05 0.000312393 9.52741e-05 5.1514e-05 0.00391362 0.0446389 4.67519e-05 8.366e-05 4.67043e-05 Variance: 8.3418e-06 Variances/cluster: 7.6254e-08 6.53746e-08 5.66911e-07 1.03437e-07 5.29378e-08 0.00391989 0.0422886 4.51668e-08 9.74749e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #822 of 1000; initialization seed = 493580047 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 501436 Distortion: 0.0494857 Distortions/cluster: 1.98062e-05 3.39478e-05 4.59395e-05 2.43786e-05 0.000316083 0.00034554 0.000114735 0.00391362 3.27527e-05 0.0446389 Variance: 8.37322e-06 Variances/cluster: 6.42853e-08 6.00649e-08 7.81222e-08 7.18907e-08 4.58717e-07 3.89087e-07 5.76211e-08 0.00391989 6.07463e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #823 of 1000; initialization seed = 493580048 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 6.81933e-05 4.08682e-05 0.000307974 9.5956e-05 0.0446389 4.82377e-05 0.00391362 4.4522e-05 8.366e-05 4.94716e-05 Variance: 8.34034e-06 Variances/cluster: 7.6254e-08 6.32579e-08 1.71076e-05 1.02398e-07 0.0422886 5.11478e-08 0.00391989 4.47417e-08 9.74749e-08 8.03046e-08 -------------------------------------------------------------- Initialization seed trial #824 of 1000; initialization seed = 493580049 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 82 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000105601 1.27749e-35 1.08283e-34 0.000307974 8.37767e-05 4.30816e-05 0.000101576 6.80765e-05 4.96348e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 1.00182e-07 0 0 1.71076e-05 9.74973e-08 6.41994e-08 5.65829e-08 7.62086e-08 8.03088e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #825 of 1000; initialization seed = 493580050 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 66 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.00010499 4.96348e-05 0.00391362 0.0446389 0.000101576 4.6908e-05 4.07184e-05 4.30816e-05 0.000307974 3.72578e-05 Variance: 8.3392e-06 Variances/cluster: 9.9697e-08 8.03088e-08 0.00391989 0.0422886 5.65829e-08 8.44922e-08 6.9701e-08 6.41994e-08 1.71076e-05 6.07595e-08 -------------------------------------------------------------- Initialization seed trial #826 of 1000; initialization seed = 493580051 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 6.81933e-05 0.0003196 8.366e-05 0.000115243 1.27749e-35 4.31291e-05 0.000344247 0 1.08283e-34 0.00872182 Variance: 1.64059e-06 Variances/cluster: 7.6254e-08 5.15442e-07 9.74749e-08 5.76447e-08 0 6.42703e-08 3.9702e-07 0 0 0.156503 -------------------------------------------------------------- Initialization seed trial #827 of 1000; initialization seed = 493580052 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 501303 Distortion: 0.0492914 Distortions/cluster: 6.80765e-05 4.31771e-05 8.37767e-05 4.93323e-05 0.00391362 0.0446389 9.51825e-05 4.57528e-05 0.000307974 4.55684e-05 Variance: 8.34034e-06 Variances/cluster: 7.62086e-08 6.50201e-08 9.74973e-08 5.19778e-08 0.00391989 0.0422886 1.0278e-07 4.4984e-08 1.71076e-05 7.84247e-08 -------------------------------------------------------------- Initialization seed trial #828 of 1000; initialization seed = 493580053 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.0446389 0.000307974 4.30816e-05 1.27749e-35 0.000105601 6.80765e-05 0.000101576 1.08283e-34 8.37767e-05 4.96348e-05 Variance: 7.68167e-06 Variances/cluster: 0.0422886 1.71076e-05 6.41994e-08 0 1.00182e-07 7.62086e-08 5.65829e-08 0 9.74973e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #829 of 1000; initialization seed = 493580054 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 85 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 0.00391362 0.000307974 8.37767e-05 0.00872182 4.96348e-05 0.000105601 6.80765e-05 4.30816e-05 0.000101576 Variance: 2.26652e-06 Variances/cluster: 0 0.00391989 1.71076e-05 9.74973e-08 0.156503 8.03088e-08 1.00182e-07 7.62086e-08 6.41994e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #830 of 1000; initialization seed = 493580055 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.08682e-05 4.82377e-05 8.37767e-05 4.94716e-05 9.5956e-05 0.0446389 0.000307974 6.80765e-05 4.4522e-05 0.00391362 Variance: 8.34034e-06 Variances/cluster: 6.32579e-08 5.11478e-08 9.74973e-08 8.03046e-08 1.02398e-07 0.0422886 1.71076e-05 7.62086e-08 4.47417e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #831 of 1000; initialization seed = 493580056 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.0003196 0.000115243 0.0446389 4.31291e-05 4.67839e-05 0.000344247 4.07957e-05 1.08283e-34 1.27749e-35 3.67128e-05 Variance: 7.71327e-06 Variances/cluster: 5.15442e-07 5.76447e-08 0.0422886 6.42703e-08 8.44208e-08 3.9702e-07 6.98334e-08 0 0 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #832 of 1000; initialization seed = 493580057 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 511484 Distortion: 0.0402929 Distortions/cluster: 4.96348e-05 0.0356196 2.37044e-35 0.000101576 6.81933e-05 0.00391362 4.30816e-05 0.000307974 8.366e-05 0.000105601 Variance: 6.81775e-06 Variances/cluster: 8.03088e-08 0.035575 0 5.65829e-08 7.6254e-08 0.00391989 6.41994e-08 1.71076e-05 9.74749e-08 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #833 of 1000; initialization seed = 493580058 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 40 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.0003196 4.07957e-05 1.27749e-35 0.000344247 3.67128e-05 4.67839e-05 0.0446389 0.000115243 4.31291e-05 1.08283e-34 Variance: 7.71327e-06 Variances/cluster: 5.15442e-07 6.98334e-08 0 3.9702e-07 5.98708e-08 8.44208e-08 0.0422886 5.76447e-08 6.42703e-08 0 -------------------------------------------------------------- Initialization seed trial #834 of 1000; initialization seed = 493580059 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 87 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 1.27749e-35 0.000105601 0.000307974 0.000101576 0.0446389 1.08283e-34 8.37767e-05 4.96348e-05 4.30816e-05 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 0 1.00182e-07 1.71076e-05 5.65829e-08 0.0422886 0 9.74973e-08 8.03088e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #835 of 1000; initialization seed = 493580060 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 501436 Distortion: 0.0494857 Distortions/cluster: 0.000316083 0.00034554 0.0446389 3.39478e-05 0.000114735 0.00391362 3.27527e-05 1.98062e-05 2.43786e-05 4.59395e-05 Variance: 8.37322e-06 Variances/cluster: 4.58717e-07 3.89087e-07 0.0422886 6.00649e-08 5.76211e-08 0.00391989 6.07463e-08 6.42853e-08 7.18907e-08 7.81222e-08 -------------------------------------------------------------- Initialization seed trial #836 of 1000; initialization seed = 493580061 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.0446389 4.96348e-05 3.72578e-05 0.00010499 0.00391362 4.6908e-05 0.000101576 0.000307974 4.07184e-05 4.30816e-05 Variance: 8.3392e-06 Variances/cluster: 0.0422886 8.03088e-08 6.07595e-08 9.9697e-08 0.00391989 8.44922e-08 5.65829e-08 1.71076e-05 6.9701e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #837 of 1000; initialization seed = 493580062 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 514291 Distortion: 0.0367907 Distortions/cluster: 6.84051e-05 0.0215304 4.43867e-05 0.0106882 0.00391362 9.56599e-05 4.98834e-05 4.44505e-05 0.000307974 4.77127e-05 Variance: 6.22515e-06 Variances/cluster: 7.70077e-08 2.50857e-05 6.66409e-08 0.197295 0.00391989 1.0263e-07 5.17944e-08 4.47148e-08 1.71076e-05 8.09996e-08 -------------------------------------------------------------- Initialization seed trial #838 of 1000; initialization seed = 493580063 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.00391362 4.07184e-05 4.96348e-05 4.30816e-05 0.00010499 3.72578e-05 4.6908e-05 0.0446389 0.000101576 0.000307974 Variance: 8.3392e-06 Variances/cluster: 0.00391989 6.9701e-08 8.03088e-08 6.41994e-08 9.9697e-08 6.07595e-08 8.44922e-08 0.0422886 5.65829e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #839 of 1000; initialization seed = 493580064 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 506690 Distortion: 0.0456297 Distortions/cluster: 1.08283e-34 1.85027e-05 0.000324044 0.0446389 0.00050868 2.55764e-05 3.56534e-05 4.54645e-05 1.27749e-35 3.28653e-05 Variance: 7.72076e-06 Variances/cluster: 0 6.29142e-08 5.00801e-07 0.0422886 1.82109e-07 7.26376e-08 6.27495e-08 6.36702e-08 0 6.08421e-08 -------------------------------------------------------------- Initialization seed trial #840 of 1000; initialization seed = 493580065 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.27749e-35 0.000105601 4.30816e-05 1.08283e-34 6.80765e-05 8.37767e-05 0.000101576 4.96348e-05 0.0446389 0.000307974 Variance: 7.68167e-06 Variances/cluster: 0 1.00182e-07 6.41994e-08 0 7.62086e-08 9.74973e-08 5.65829e-08 8.03088e-08 0.0422886 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #841 of 1000; initialization seed = 493580066 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 3.67128e-05 4.31291e-05 0.0446389 0.000115243 0.0003196 0.000344247 4.07957e-05 1.08283e-34 1.27749e-35 4.67839e-05 Variance: 7.71327e-06 Variances/cluster: 5.98708e-08 6.42703e-08 0.0422886 5.76447e-08 5.15442e-07 3.9702e-07 6.98334e-08 0 0 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #842 of 1000; initialization seed = 493580067 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 0.000307974 8.366e-05 4.31034e-05 5.11104e-05 0.0446389 4.31422e-05 4.64237e-05 9.52741e-05 6.81933e-05 0.00391362 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 9.74749e-08 7.72401e-08 5.27943e-08 0.0422886 6.53614e-08 4.50675e-08 1.03437e-07 7.6254e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #843 of 1000; initialization seed = 493580068 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 54 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 5.11104e-05 8.37767e-05 0.00391362 0.000307974 9.52741e-05 6.80765e-05 4.31422e-05 0.0446389 4.31034e-05 4.64237e-05 Variance: 8.34034e-06 Variances/cluster: 5.27943e-08 9.74973e-08 0.00391989 1.71076e-05 1.03437e-07 7.62086e-08 6.53614e-08 0.0422886 7.72401e-08 4.50675e-08 -------------------------------------------------------------- Initialization seed trial #844 of 1000; initialization seed = 493580069 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 3.72578e-05 0.0446389 4.07184e-05 0.000307974 0.000101576 0.00391362 4.6908e-05 4.96348e-05 0.00010499 4.30816e-05 Variance: 8.3392e-06 Variances/cluster: 6.07595e-08 0.0422886 6.9701e-08 1.71076e-05 5.65829e-08 0.00391989 8.44922e-08 8.03088e-08 9.9697e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #845 of 1000; initialization seed = 493580070 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 506181 Distortion: 0.0454073 Distortions/cluster: 1.08283e-34 8.37767e-05 1.27749e-35 0.000105601 0.000101576 4.67043e-05 4.35454e-05 0.000319065 0.0446389 6.80765e-05 Variance: 7.68312e-06 Variances/cluster: 0 9.74973e-08 0 1.00182e-07 5.65829e-08 2.74699e-06 6.43155e-08 5.20456e-07 0.0422886 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #846 of 1000; initialization seed = 493580071 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 506467 Distortion: 0.0453431 Distortions/cluster: 1.08283e-34 8.37767e-05 6.80765e-05 0.000115462 4.81569e-35 4.30796e-05 4.9542e-05 1.27749e-35 0.000344247 0.0446389 Variance: 7.67227e-06 Variances/cluster: 0 9.74973e-08 7.62086e-08 5.76963e-08 2.67973e-31 6.41966e-08 8.02886e-08 0 3.9702e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #847 of 1000; initialization seed = 493580072 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 72 BIC score: 502748 Distortion: 0.049051 Distortions/cluster: 4.96348e-05 4.30816e-05 0.000105601 0.00391362 4.67043e-05 6.80765e-05 8.37767e-05 0.000101576 0.0446389 4.81569e-35 Variance: 8.29966e-06 Variances/cluster: 8.03088e-08 6.41994e-08 1.00182e-07 0.00391989 2.74699e-06 7.62086e-08 9.74973e-08 5.65829e-08 0.0422886 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #848 of 1000; initialization seed = 493580073 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 3.61391e-05 0.0446389 0.000307974 4.30816e-05 0.000104435 4.0274e-05 0.00391362 4.90368e-05 4.96348e-05 0.000101576 Variance: 8.3392e-06 Variances/cluster: 6.1129e-08 0.0422886 1.71076e-05 6.41994e-08 9.92642e-08 6.8705e-08 0.00391989 8.51064e-08 8.03088e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #849 of 1000; initialization seed = 493580074 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 66 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 0.00391362 0.000105601 0.000101576 6.80765e-05 4.30816e-05 8.37767e-05 0.00872182 4.96348e-05 0.000307974 Variance: 2.26652e-06 Variances/cluster: 0 0.00391989 1.00182e-07 5.65829e-08 7.62086e-08 6.41994e-08 9.74973e-08 0.156503 8.03088e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #850 of 1000; initialization seed = 493580075 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 42 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.27749e-35 8.37767e-05 6.80765e-05 4.96348e-05 0.000105601 1.08283e-34 4.30816e-05 0.000101576 0.000307974 0.0446389 Variance: 7.68167e-06 Variances/cluster: 0 9.74973e-08 7.62086e-08 8.03088e-08 1.00182e-07 0 6.41994e-08 5.65829e-08 1.71076e-05 0.0422886 -------------------------------------------------------------- Initialization seed trial #851 of 1000; initialization seed = 493580076 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 87 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.0446389 4.67043e-05 0.000313359 0.00391362 4.27239e-05 6.80765e-05 8.37767e-05 5.18241e-05 4.66957e-05 9.48004e-05 Variance: 8.34188e-06 Variances/cluster: 0.0422886 2.74699e-06 4.79102e-07 0.00391989 7.72522e-08 7.62086e-08 9.74973e-08 5.30928e-08 4.51126e-08 1.03035e-07 -------------------------------------------------------------- Initialization seed trial #852 of 1000; initialization seed = 493580077 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 4.66962e-05 5.15712e-05 9.52741e-05 0.0446389 0.000312393 8.37767e-05 6.80765e-05 4.67043e-05 4.30202e-05 0.00391362 Variance: 8.3418e-06 Variances/cluster: 4.50694e-08 5.30511e-08 1.03437e-07 0.0422886 5.66911e-07 9.74973e-08 7.62086e-08 2.74699e-06 6.53746e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #853 of 1000; initialization seed = 493580078 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 4.30816e-05 0.000307974 4.96348e-05 0.0446389 1.08283e-34 8.37767e-05 0.000105601 6.80765e-05 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 6.41994e-08 1.71076e-05 8.03088e-08 0.0422886 0 9.74973e-08 1.00182e-07 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #854 of 1000; initialization seed = 493580079 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 86 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 1.08283e-34 4.30816e-05 4.96348e-05 0.000105601 6.80765e-05 0.000307974 0.0446389 8.37767e-05 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 0 6.41994e-08 8.03088e-08 1.00182e-07 7.62086e-08 1.71076e-05 0.0422886 9.74973e-08 0 -------------------------------------------------------------- Initialization seed trial #855 of 1000; initialization seed = 493580080 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 515031 Distortion: 0.0362388 Distortions/cluster: 0 0.000313727 9.45297e-05 4.23054e-05 4.67043e-05 0.0102945 4.87759e-05 5.12768e-05 0.00391362 0.0214334 Variance: 6.13178e-06 Variances/cluster: 0 4.81875e-07 1.03302e-07 7.79043e-08 2.74699e-06 9.88536e-06 4.54533e-08 5.35191e-08 0.00391989 3.0178e-05 -------------------------------------------------------------- Initialization seed trial #856 of 1000; initialization seed = 493580081 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 0.000317415 4.23198e-05 4.8886e-05 0.0446389 0.00391362 9.57657e-05 4.4522e-05 8.37767e-05 6.80765e-05 4.67043e-05 Variance: 8.34179e-06 Variances/cluster: 5.34325e-07 6.37292e-08 5.13992e-08 0.0422886 0.00391989 1.02524e-07 4.47417e-08 9.74973e-08 7.62086e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #857 of 1000; initialization seed = 493580082 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.0446389 9.5956e-05 4.4522e-05 4.08682e-05 4.94716e-05 0.00391362 6.81933e-05 4.82377e-05 8.366e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 0.0422886 1.02398e-07 4.47417e-08 6.32579e-08 8.03046e-08 0.00391989 7.6254e-08 5.11478e-08 9.74749e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #858 of 1000; initialization seed = 493580083 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 501371 Distortion: 0.049489 Distortions/cluster: 4.59395e-05 2.57898e-05 3.33079e-05 0.0446389 0.000345172 0.000316083 2.1474e-05 0.00011457 3.41628e-05 0.00391362 Variance: 8.37378e-06 Variances/cluster: 7.81222e-08 6.03777e-08 8.00416e-08 0.0422886 3.88235e-07 4.58717e-07 4.74936e-08 5.7596e-08 7.4731e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #859 of 1000; initialization seed = 493580084 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 501822 Distortion: 0.0492933 Distortions/cluster: 4.30753e-05 0.00391362 0.000104435 0.000101507 3.99696e-05 4.67043e-05 3.64426e-05 0.0446389 4.90368e-05 0.0003196 Variance: 8.34066e-06 Variances/cluster: 6.41901e-08 0.00391989 9.92642e-08 5.65759e-08 6.86544e-08 2.74699e-06 6.12281e-08 0.0422886 8.51064e-08 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #860 of 1000; initialization seed = 493580085 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.82377e-05 0.0446389 6.81933e-05 8.366e-05 0.000307974 4.08682e-05 4.4522e-05 4.94716e-05 0.00391362 9.5956e-05 Variance: 8.34034e-06 Variances/cluster: 5.11478e-08 0.0422886 7.6254e-08 9.74749e-08 1.71076e-05 6.32579e-08 4.47417e-08 8.03046e-08 0.00391989 1.02398e-07 -------------------------------------------------------------- Initialization seed trial #861 of 1000; initialization seed = 493580086 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 4.30816e-05 0.000105601 6.81933e-05 0 4.96348e-05 0.000101576 0.000307974 0.00872182 8.366e-05 Variance: 2.26653e-06 Variances/cluster: 0.00391989 6.41994e-08 1.00182e-07 7.6254e-08 0 8.03088e-08 5.65829e-08 1.71076e-05 0.156503 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #862 of 1000; initialization seed = 493580087 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 38 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.000115243 0.00872182 0.000344247 0 0.0003196 4.31291e-05 1.08283e-34 6.81933e-05 8.366e-05 1.27749e-35 Variance: 1.64059e-06 Variances/cluster: 5.76447e-08 0.156503 3.9702e-07 0 5.15442e-07 6.42703e-08 0 7.6254e-08 9.74749e-08 0 -------------------------------------------------------------- Initialization seed trial #863 of 1000; initialization seed = 493580088 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 72 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.00391362 4.30816e-05 6.80765e-05 0.00872182 0.000101576 0 0.000307974 4.96348e-05 0.000105601 8.37767e-05 Variance: 2.26652e-06 Variances/cluster: 0.00391989 6.41994e-08 7.62086e-08 0.156503 5.65829e-08 0 1.71076e-05 8.03088e-08 1.00182e-07 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #864 of 1000; initialization seed = 493580089 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 64 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.30816e-05 8.37767e-05 0 0.00391362 0.000105601 0.00872182 0.000307974 6.80765e-05 0.000101576 4.96348e-05 Variance: 2.26652e-06 Variances/cluster: 6.41994e-08 9.74973e-08 0 0.00391989 1.00182e-07 0.156503 1.71076e-05 7.62086e-08 5.65829e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #865 of 1000; initialization seed = 493580090 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 515990 Distortion: 0.0365936 Distortions/cluster: 0.000344247 2.37044e-35 1.27749e-35 0.000115243 4.31291e-05 0.0356196 6.81933e-05 8.366e-05 1.08283e-34 0.0003196 Variance: 6.19181e-06 Variances/cluster: 3.9702e-07 0 0 5.76447e-08 6.42703e-08 0.035575 7.6254e-08 9.74749e-08 0 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #866 of 1000; initialization seed = 493580091 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 0.0446389 0.000312393 9.52741e-05 6.80765e-05 4.67043e-05 8.37767e-05 0.00391362 4.30202e-05 5.1514e-05 4.67519e-05 Variance: 8.3418e-06 Variances/cluster: 0.0422886 5.66911e-07 1.03437e-07 7.62086e-08 2.74699e-06 9.74973e-08 0.00391989 6.53746e-08 5.29378e-08 4.51668e-08 -------------------------------------------------------------- Initialization seed trial #867 of 1000; initialization seed = 493580092 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 559274 Distortion: 0.013582 Distortions/cluster: 0 0.00872182 0.000345962 4.04474e-05 3.62982e-05 4.75489e-05 0.000113915 0.000319065 4.32888e-05 0.00391362 Variance: 2.29813e-06 Variances/cluster: 0 0.156503 3.9e-07 6.93558e-08 5.97798e-08 8.47307e-08 5.744e-08 5.20456e-07 6.42212e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #868 of 1000; initialization seed = 493580093 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 16 BIC score: 505511 Distortion: 0.0455855 Distortions/cluster: 0.00034554 3.99696e-05 1.08283e-34 1.27749e-35 4.32004e-05 0.000319065 0.0446389 0.000113839 3.58899e-05 4.90368e-05 Variance: 7.71328e-06 Variances/cluster: 3.89087e-07 6.86544e-08 0 0 6.41852e-08 5.20456e-07 0.0422886 5.74306e-08 6.04009e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #869 of 1000; initialization seed = 493580094 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 67 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 3.72578e-05 0.0446389 4.07184e-05 4.96348e-05 0.000101576 4.6908e-05 0.00010499 4.30816e-05 0.000307974 0.00391362 Variance: 8.3392e-06 Variances/cluster: 6.07595e-08 0.0422886 6.9701e-08 8.03088e-08 5.65829e-08 8.44922e-08 9.9697e-08 6.41994e-08 1.71076e-05 0.00391989 -------------------------------------------------------------- Initialization seed trial #870 of 1000; initialization seed = 493580095 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 80 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 9.48004e-05 4.27239e-05 6.80765e-05 4.67043e-05 0.0446389 0.00391362 5.18241e-05 4.66957e-05 0.000313359 8.37767e-05 Variance: 8.34188e-06 Variances/cluster: 1.03035e-07 7.72522e-08 7.62086e-08 2.74699e-06 0.0422886 0.00391989 5.30928e-08 4.51126e-08 4.79102e-07 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #871 of 1000; initialization seed = 493580096 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 67 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000307974 8.37767e-05 0 4.30816e-05 6.80765e-05 4.96348e-05 0.00391362 0.00872182 0.000105601 0.000101576 Variance: 2.26652e-06 Variances/cluster: 1.71076e-05 9.74973e-08 0 6.41994e-08 7.62086e-08 8.03088e-08 0.00391989 0.156503 1.00182e-07 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #872 of 1000; initialization seed = 493580097 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 561391 Distortion: 0.0134164 Distortions/cluster: 0.000307974 0 0.00872182 3.89352e-05 4.07898e-05 5.28709e-05 4.6908e-05 0.00391362 4.53778e-05 0.000248151 Variance: 2.27013e-06 Variances/cluster: 1.71076e-05 0 0.156503 6.32885e-08 6.97038e-08 8.24753e-08 8.44922e-08 0.00391989 6.44514e-08 8.89345e-08 -------------------------------------------------------------- Initialization seed trial #873 of 1000; initialization seed = 493580098 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 83 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 4.31034e-05 6.81933e-05 5.11104e-05 8.366e-05 4.31422e-05 0.000307974 0.0446389 4.64237e-05 0.00391362 9.52741e-05 Variance: 8.34034e-06 Variances/cluster: 7.72401e-08 7.6254e-08 5.27943e-08 9.74749e-08 6.53614e-08 1.71076e-05 0.0422886 4.50675e-08 0.00391989 1.03437e-07 -------------------------------------------------------------- Initialization seed trial #874 of 1000; initialization seed = 493580099 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 0.000307974 4.82377e-05 4.4522e-05 8.366e-05 0.00391362 4.08682e-05 0.0446389 6.81933e-05 4.94716e-05 9.5956e-05 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 5.11478e-08 4.47417e-08 9.74749e-08 0.00391989 6.32579e-08 0.0422886 7.6254e-08 8.03046e-08 1.02398e-07 -------------------------------------------------------------- Initialization seed trial #875 of 1000; initialization seed = 493580100 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 501300 Distortion: 0.0492914 Distortions/cluster: 9.56599e-05 0.00391362 4.3035e-05 0.0446389 8.37767e-05 4.44505e-05 0.000307974 4.59767e-05 6.80765e-05 4.98834e-05 Variance: 8.34033e-06 Variances/cluster: 1.0263e-07 0.00391989 6.49039e-08 0.0422886 9.74973e-08 4.47148e-08 1.71076e-05 7.85864e-08 7.62086e-08 5.17944e-08 -------------------------------------------------------------- Initialization seed trial #876 of 1000; initialization seed = 493580101 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 65 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.30816e-05 0.000105601 0.0446389 1.08283e-34 0.000101576 8.37767e-05 6.80765e-05 1.27749e-35 4.96348e-05 0.000307974 Variance: 7.68167e-06 Variances/cluster: 6.41994e-08 1.00182e-07 0.0422886 0 5.65829e-08 9.74973e-08 7.62086e-08 0 8.03088e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #877 of 1000; initialization seed = 493580102 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 559272 Distortion: 0.013582 Distortions/cluster: 0.00011375 3.99696e-05 0.00391362 0.00872182 3.58899e-05 4.32888e-05 4.90368e-05 0.000319065 0 0.00034554 Variance: 2.29814e-06 Variances/cluster: 5.74149e-08 6.86544e-08 0.00391989 0.156503 6.04009e-08 6.42212e-08 8.51064e-08 5.20456e-07 0 3.89087e-07 -------------------------------------------------------------- Initialization seed trial #878 of 1000; initialization seed = 493580103 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 22 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.4522e-05 4.82377e-05 8.366e-05 6.81933e-05 4.08682e-05 4.94716e-05 0.0446389 0.00391362 0.000307974 9.5956e-05 Variance: 8.34034e-06 Variances/cluster: 4.47417e-08 5.11478e-08 9.74749e-08 7.6254e-08 6.32579e-08 8.03046e-08 0.0422886 0.00391989 1.71076e-05 1.02398e-07 -------------------------------------------------------------- Initialization seed trial #879 of 1000; initialization seed = 493580104 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 501292 Distortion: 0.0493 Distortions/cluster: 6.80765e-05 4.67043e-05 0.0446389 4.8886e-05 9.57657e-05 0.00391362 0.000317415 8.37767e-05 4.23198e-05 4.4522e-05 Variance: 8.34179e-06 Variances/cluster: 7.62086e-08 2.74699e-06 0.0422886 5.13992e-08 1.02524e-07 0.00391989 5.34325e-07 9.74973e-08 6.37292e-08 4.47417e-08 -------------------------------------------------------------- Initialization seed trial #880 of 1000; initialization seed = 493580105 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 0.0446389 0.000114735 0.000316083 1.08283e-34 4.6908e-05 4.06713e-05 0.000346127 1.27749e-35 3.67128e-05 4.59395e-05 Variance: 7.71338e-06 Variances/cluster: 0.0422886 5.76211e-08 4.58717e-07 0 8.44922e-08 6.97398e-08 3.89309e-07 0 5.98708e-08 7.81222e-08 -------------------------------------------------------------- Initialization seed trial #881 of 1000; initialization seed = 493580106 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 511484 Distortion: 0.0402929 Distortions/cluster: 0.000101576 0.000307974 8.37767e-05 6.80765e-05 0.0356196 4.30816e-05 0.000105601 4.96348e-05 0.00391362 2.37044e-35 Variance: 6.81775e-06 Variances/cluster: 5.65829e-08 1.71076e-05 9.74973e-08 7.62086e-08 0.035575 6.41994e-08 1.00182e-07 8.03088e-08 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #882 of 1000; initialization seed = 493580107 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 88 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 9.48004e-05 0.000313359 6.80765e-05 4.66957e-05 5.18241e-05 4.27239e-05 4.67043e-05 0.0446389 8.37767e-05 0.00391362 Variance: 8.34188e-06 Variances/cluster: 1.03035e-07 4.79102e-07 7.62086e-08 4.51126e-08 5.30928e-08 7.72522e-08 2.74699e-06 0.0422886 9.74973e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #883 of 1000; initialization seed = 493580108 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 64 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 0.0446389 1.08283e-34 1.27749e-35 0.000105601 8.37767e-05 0.000307974 0.000101576 4.30816e-05 4.96348e-05 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 0.0422886 0 0 1.00182e-07 9.74973e-08 1.71076e-05 5.65829e-08 6.41994e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #884 of 1000; initialization seed = 493580109 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.00391362 0.000307974 0.00010499 4.07957e-05 4.30816e-05 0.0446389 4.67839e-05 3.73047e-05 4.96348e-05 0.000101576 Variance: 8.3392e-06 Variances/cluster: 0.00391989 1.71076e-05 9.9697e-08 6.98334e-08 6.41994e-08 0.0422886 8.44208e-08 6.0737e-08 8.03088e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #885 of 1000; initialization seed = 493580110 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 559285 Distortion: 0.013582 Distortions/cluster: 0.0003196 4.31291e-05 0.000344247 3.53674e-05 0.000115243 0.00391362 0 0.00872182 3.99055e-05 4.90368e-05 Variance: 2.29813e-06 Variances/cluster: 5.15442e-07 6.42703e-08 3.9702e-07 5.95215e-08 5.76447e-08 0.00391989 0 0.156503 6.86622e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #886 of 1000; initialization seed = 493580111 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 99 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.27749e-35 0.000101576 8.37767e-05 4.96348e-05 6.80765e-05 0.0446389 0.000105601 4.30816e-05 1.08283e-34 0.000307974 Variance: 7.68167e-06 Variances/cluster: 0 5.65829e-08 9.74973e-08 8.03088e-08 7.62086e-08 0.0422886 1.00182e-07 6.41994e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #887 of 1000; initialization seed = 493580112 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 77 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 3.72578e-05 0.000101576 4.30816e-05 4.6908e-05 0.0446389 4.96348e-05 4.07184e-05 0.00010499 0.000307974 0.00391362 Variance: 8.3392e-06 Variances/cluster: 6.07595e-08 5.65829e-08 6.41994e-08 8.44922e-08 0.0422886 8.03088e-08 6.9701e-08 9.9697e-08 1.71076e-05 0.00391989 -------------------------------------------------------------- Initialization seed trial #888 of 1000; initialization seed = 493580113 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 4.22437e-05 4.91981e-05 8.37767e-05 0.00391362 9.57657e-05 4.45648e-05 0.000307974 4.72422e-05 6.80765e-05 0.0446389 Variance: 8.34034e-06 Variances/cluster: 6.36145e-08 5.15647e-08 9.74973e-08 0.00391989 1.02524e-07 4.47847e-08 1.71076e-05 8.00651e-08 7.62086e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #889 of 1000; initialization seed = 493580114 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 8.37767e-05 4.96348e-05 4.30816e-05 0.000105601 0.000101576 1.08283e-34 0.000307974 1.27749e-35 6.80765e-05 0.0446389 Variance: 7.68167e-06 Variances/cluster: 9.74973e-08 8.03088e-08 6.41994e-08 1.00182e-07 5.65829e-08 0 1.71076e-05 0 7.62086e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #890 of 1000; initialization seed = 493580115 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 0.000307974 4.96348e-05 0.000105601 6.80765e-05 0.00872182 8.37767e-05 0.000101576 4.30816e-05 0.00391362 Variance: 2.26652e-06 Variances/cluster: 0 1.71076e-05 8.03088e-08 1.00182e-07 7.62086e-08 0.156503 9.74973e-08 5.65829e-08 6.41994e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #891 of 1000; initialization seed = 493580116 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 0.00872182 8.37767e-05 0.000105601 4.30753e-05 0.00391362 0.0003196 6.80765e-05 4.67043e-05 0 0.000101507 Variance: 2.26798e-06 Variances/cluster: 0.156503 9.74973e-08 1.00182e-07 6.41901e-08 0.00391989 5.15442e-07 7.62086e-08 2.74699e-06 0 5.65759e-08 -------------------------------------------------------------- Initialization seed trial #892 of 1000; initialization seed = 493580117 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 501822 Distortion: 0.0492933 Distortions/cluster: 0.000104435 3.61391e-05 4.0274e-05 0.0446389 4.67043e-05 0.000101507 0.00391362 0.0003196 4.90368e-05 4.30753e-05 Variance: 8.34066e-06 Variances/cluster: 9.92642e-08 6.1129e-08 6.8705e-08 0.0422886 2.74699e-06 5.65759e-08 0.00391989 5.15442e-07 8.51064e-08 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #893 of 1000; initialization seed = 493580118 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 676019 Distortion: 0.00101818 Distortions/cluster: 1.08283e-34 0 8.37767e-05 0.000351114 0.000140599 6.80765e-05 9.64317e-35 2.37044e-35 0.000374615 1.27749e-35 Variance: 1.72281e-07 Variances/cluster: 0 0 9.74973e-08 3.87508e-07 6.41358e-08 7.62086e-08 6.86694e-32 0 3.53382e-07 0 -------------------------------------------------------------- Initialization seed trial #894 of 1000; initialization seed = 493580119 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 47 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.000307974 4.45648e-05 4.72422e-05 6.80765e-05 4.22437e-05 0.00391362 0.0446389 9.57657e-05 4.91981e-05 8.37767e-05 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 4.47847e-08 8.00651e-08 7.62086e-08 6.36145e-08 0.00391989 0.0422886 1.02524e-07 5.15647e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #895 of 1000; initialization seed = 493580120 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 575170 Distortion: 0.00971244 Distortions/cluster: 0.000351114 1.27749e-35 3.67128e-05 0.000374615 0.000140599 4.67839e-05 0 4.07957e-05 0.00872182 1.08283e-34 Variance: 1.64339e-06 Variances/cluster: 3.87508e-07 0 5.98708e-08 3.53382e-07 6.41358e-08 8.44208e-08 0 6.98334e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #896 of 1000; initialization seed = 493580121 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 97 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.0446389 6.80765e-05 8.37767e-05 0.000313359 4.66957e-05 5.18241e-05 4.67043e-05 4.27239e-05 9.48004e-05 0.00391362 Variance: 8.34188e-06 Variances/cluster: 0.0422886 7.62086e-08 9.74973e-08 4.79102e-07 4.51126e-08 5.30928e-08 2.74699e-06 7.72522e-08 1.03035e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #897 of 1000; initialization seed = 493580122 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 96 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.67043e-05 8.37767e-05 4.27239e-05 4.66957e-05 0.0446389 0.000313359 9.48004e-05 6.80765e-05 5.18241e-05 0.00391362 Variance: 8.34188e-06 Variances/cluster: 2.74699e-06 9.74973e-08 7.72522e-08 4.51126e-08 0.0422886 4.79102e-07 1.03035e-07 7.62086e-08 5.30928e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #898 of 1000; initialization seed = 493580123 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 516962 Distortion: 0.036423 Distortions/cluster: 0.000307974 8.37767e-05 6.80765e-05 0.000108833 1.08283e-34 1.27749e-35 0.000104132 2.37044e-35 0.0356196 0.000130652 Variance: 6.16294e-06 Variances/cluster: 1.71076e-05 9.74973e-08 7.62086e-08 1.01514e-07 0 0 9.85081e-08 0 0.035575 6.49947e-08 -------------------------------------------------------------- Initialization seed trial #899 of 1000; initialization seed = 493580124 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.30816e-05 4.96348e-05 0.00010499 4.6908e-05 0.0446389 4.07184e-05 0.00391362 0.000307974 3.72578e-05 0.000101576 Variance: 8.3392e-06 Variances/cluster: 6.41994e-08 8.03088e-08 9.9697e-08 8.44922e-08 0.0422886 6.9701e-08 0.00391989 1.71076e-05 6.07595e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #900 of 1000; initialization seed = 493580125 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 82 BIC score: 514420 Distortion: 0.0367446 Distortions/cluster: 0.0106882 0.00391362 4.67043e-05 5.1514e-05 0.000312393 4.67519e-05 4.30202e-05 9.57635e-05 0.0214276 0.000119056 Variance: 6.21736e-06 Variances/cluster: 0.197295 0.00391989 2.74699e-06 5.29378e-08 5.66911e-07 4.51668e-08 6.53746e-08 1.03856e-07 3.15473e-05 1.10921e-07 -------------------------------------------------------------- Initialization seed trial #901 of 1000; initialization seed = 493580126 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 8.37767e-05 6.80765e-05 1.27749e-35 4.96348e-05 0.000105601 0.000101576 1.08283e-34 0.000307974 0.0446389 4.30816e-05 Variance: 7.68167e-06 Variances/cluster: 9.74973e-08 7.62086e-08 0 8.03088e-08 1.00182e-07 5.65829e-08 0 1.71076e-05 0.0422886 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #902 of 1000; initialization seed = 493580127 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 9.57657e-05 4.22437e-05 8.366e-05 6.81933e-05 4.72422e-05 4.45648e-05 0.000307974 0.00391362 4.91981e-05 0.0446389 Variance: 8.34034e-06 Variances/cluster: 1.02524e-07 6.36145e-08 9.74749e-08 7.6254e-08 8.00651e-08 4.47847e-08 1.71076e-05 0.00391989 5.15647e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #903 of 1000; initialization seed = 493580128 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.000307974 0.00391362 0.0446389 0.000101576 4.96348e-05 4.07957e-05 4.67839e-05 4.30816e-05 0.00010499 3.73047e-05 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 0.00391989 0.0422886 5.65829e-08 8.03088e-08 6.98334e-08 8.44208e-08 6.41994e-08 9.9697e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #904 of 1000; initialization seed = 493580129 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 1.27749e-35 0.0446389 8.37767e-05 1.08283e-34 6.80765e-05 0.0003196 0.000105601 0.000101507 4.67043e-05 4.30753e-05 Variance: 7.68312e-06 Variances/cluster: 0 0.0422886 9.74973e-08 0 7.62086e-08 5.15442e-07 1.00182e-07 5.65759e-08 2.74699e-06 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #905 of 1000; initialization seed = 493580130 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 605971 Distortion: 0.0049318 Distortions/cluster: 0.000351114 6.80765e-05 0.000140599 0 9.64317e-35 2.37044e-35 0 0.00391362 8.37767e-05 0.000374615 Variance: 8.34485e-07 Variances/cluster: 3.87508e-07 7.62086e-08 6.41358e-08 0 6.86694e-32 0 0 0.00391989 9.74973e-08 3.53382e-07 -------------------------------------------------------------- Initialization seed trial #906 of 1000; initialization seed = 493580131 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 34 BIC score: 559285 Distortion: 0.0135826 Distortions/cluster: 0.00872182 0.000114735 0.000346127 4.6908e-05 3.67128e-05 4.59395e-05 0.000316083 4.06713e-05 0.00391362 0 Variance: 2.29824e-06 Variances/cluster: 0.156503 5.76211e-08 3.89309e-07 8.44922e-08 5.98708e-08 7.81222e-08 4.58717e-07 6.97398e-08 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #907 of 1000; initialization seed = 493580132 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 4.96348e-05 0.000105601 4.30816e-05 0.000307974 0 0.00391362 0.00872182 0.000101576 6.80765e-05 8.37767e-05 Variance: 2.26652e-06 Variances/cluster: 8.03088e-08 1.00182e-07 6.41994e-08 1.71076e-05 0 0.00391989 0.156503 5.65829e-08 7.62086e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #908 of 1000; initialization seed = 493580133 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 61 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.30816e-05 0.000307974 4.6908e-05 0.000101576 0.0446389 4.07184e-05 0.00010499 0.00391362 3.72578e-05 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 6.41994e-08 1.71076e-05 8.44922e-08 5.65829e-08 0.0422886 6.9701e-08 9.9697e-08 0.00391989 6.07595e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #909 of 1000; initialization seed = 493580134 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 76 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.00391362 0.000307974 3.99696e-05 0.000104435 0.0446389 4.96348e-05 4.30816e-05 3.64426e-05 4.90368e-05 0.000101576 Variance: 8.3392e-06 Variances/cluster: 0.00391989 1.71076e-05 6.86544e-08 9.92642e-08 0.0422886 8.03088e-08 6.41994e-08 6.12281e-08 8.51064e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #910 of 1000; initialization seed = 493580135 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.00391362 4.45648e-05 0.0446389 9.57657e-05 6.80765e-05 4.22437e-05 8.37767e-05 4.72422e-05 4.91981e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 0.00391989 4.47847e-08 0.0422886 1.02524e-07 7.62086e-08 6.36145e-08 9.74973e-08 8.00651e-08 5.15647e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #911 of 1000; initialization seed = 493580136 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 1.27749e-35 1.08283e-34 6.81933e-05 8.366e-05 0 0.000115243 0.000344247 0.00872182 0.0003196 4.31291e-05 Variance: 1.64059e-06 Variances/cluster: 0 0 7.6254e-08 9.74749e-08 0 5.76447e-08 3.9702e-07 0.156503 5.15442e-07 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #912 of 1000; initialization seed = 493580137 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 73 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000101576 4.96348e-05 0.000307974 4.30816e-05 6.80765e-05 8.37767e-05 0.00872182 0.00391362 0.000105601 0 Variance: 2.26652e-06 Variances/cluster: 5.65829e-08 8.03088e-08 1.71076e-05 6.41994e-08 7.62086e-08 9.74973e-08 0.156503 0.00391989 1.00182e-07 0 -------------------------------------------------------------- Initialization seed trial #913 of 1000; initialization seed = 493580138 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 18 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.000101507 1.27749e-35 0.0003196 8.366e-05 4.30753e-05 4.67043e-05 6.81933e-05 1.08283e-34 0.0446389 0.000105601 Variance: 7.68312e-06 Variances/cluster: 5.65759e-08 0 5.15442e-07 9.74749e-08 6.41901e-08 2.74699e-06 7.6254e-08 0 0.0422886 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #914 of 1000; initialization seed = 493580139 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 0.000101576 0.0001046 4.33813e-05 3.61391e-05 0.000319065 0.0446389 4.90368e-05 4.67043e-05 4.0274e-05 0.00391362 Variance: 8.34066e-06 Variances/cluster: 5.65829e-08 9.93261e-08 6.41679e-08 6.1129e-08 5.20456e-07 0.0422886 8.51064e-08 2.74699e-06 6.8705e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #915 of 1000; initialization seed = 493580140 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 75 BIC score: 530867 Distortion: 0.0260686 Distortions/cluster: 0.00391362 0.000106086 0 0.000307974 2.37044e-35 4.37837e-05 0.000118409 4.96348e-05 0.000101507 0.0214276 Variance: 4.41094e-06 Variances/cluster: 0.00391989 1.00547e-07 0 1.71076e-05 0 6.50518e-08 1.10421e-07 8.03088e-08 5.65759e-08 3.15473e-05 -------------------------------------------------------------- Initialization seed trial #916 of 1000; initialization seed = 493580141 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 501322 Distortion: 0.0493001 Distortions/cluster: 6.80765e-05 4.67043e-05 5.0823e-05 4.29429e-05 4.77487e-05 8.37767e-05 0.000312249 9.52238e-05 0.0446389 0.00391362 Variance: 8.34181e-06 Variances/cluster: 7.62086e-08 2.74699e-06 5.30455e-08 6.55561e-08 4.5127e-08 9.74973e-08 5.68714e-07 1.0372e-07 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #917 of 1000; initialization seed = 493580142 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 80 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 9.48004e-05 0.000313359 8.37767e-05 4.27239e-05 5.18241e-05 4.67043e-05 6.80765e-05 0.00391362 4.66957e-05 0.0446389 Variance: 8.34188e-06 Variances/cluster: 1.03035e-07 4.79102e-07 9.74973e-08 7.72522e-08 5.30928e-08 2.74699e-06 7.62086e-08 0.00391989 4.51126e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #918 of 1000; initialization seed = 493580143 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 575775 Distortion: 0.00972665 Distortions/cluster: 0.000509617 4.63628e-05 4.6908e-05 0 1.27749e-35 1.08283e-34 0.00872182 0.000322216 3.89352e-05 4.07898e-05 Variance: 1.64579e-06 Variances/cluster: 1.81794e-07 6.49282e-08 8.44922e-08 0 0 0 0.156503 5.05793e-07 6.32885e-08 6.97038e-08 -------------------------------------------------------------- Initialization seed trial #919 of 1000; initialization seed = 493580144 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 514395 Distortion: 0.0367359 Distortions/cluster: 4.92382e-05 0.000307974 4.36832e-05 0.0214319 0.0106882 0.00391362 0.000114171 9.59041e-05 4.55373e-05 4.57778e-05 Variance: 6.21589e-06 Variances/cluster: 5.18787e-08 1.71076e-05 6.57823e-08 3.04763e-05 0.197295 0.00391989 1.08907e-07 1.03113e-07 4.49489e-08 7.85148e-08 -------------------------------------------------------------- Initialization seed trial #920 of 1000; initialization seed = 493580145 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 514995 Distortion: 0.0362296 Distortions/cluster: 0 4.4522e-05 0.000307974 4.15022e-05 0.021435 0.00391362 4.94716e-05 9.64445e-05 0.0102929 4.82377e-05 Variance: 6.13023e-06 Variances/cluster: 0 4.47417e-08 1.71076e-05 6.41401e-08 2.97198e-05 0.00391989 8.03046e-08 1.0281e-07 9.98937e-06 5.11478e-08 -------------------------------------------------------------- Initialization seed trial #921 of 1000; initialization seed = 493580146 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 55 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.6908e-05 4.96348e-05 0.00010499 0.00391362 0.000307974 0.000101576 4.30816e-05 3.72578e-05 4.07184e-05 0.0446389 Variance: 8.3392e-06 Variances/cluster: 8.44922e-08 8.03088e-08 9.9697e-08 0.00391989 1.71076e-05 5.65829e-08 6.41994e-08 6.07595e-08 6.9701e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #922 of 1000; initialization seed = 493580147 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 24 BIC score: 558865 Distortion: 0.0136069 Distortions/cluster: 3.67128e-05 0.00010547 0.00391362 0.000340909 4.67839e-05 0 0.00037082 2.99492e-05 4.07957e-05 0.00872182 Variance: 2.30235e-06 Variances/cluster: 5.98708e-08 6.69162e-08 0.00391989 4.23977e-07 8.44208e-08 0 3.57216e-07 4.05221e-08 6.98334e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #923 of 1000; initialization seed = 493580148 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 44 BIC score: 501419 Distortion: 0.0493417 Distortions/cluster: 0.000186436 8.366e-05 4.23707e-05 0.000255754 5.09596e-05 0.0446389 6.81933e-05 5.93499e-05 0.00391362 4.24503e-05 Variance: 8.34885e-06 Variances/cluster: 9.32104e-05 9.74749e-08 7.73126e-08 3.39165e-07 5.48486e-08 0.0422886 7.6254e-08 4.68015e-08 0.00391989 6.49031e-08 -------------------------------------------------------------- Initialization seed trial #924 of 1000; initialization seed = 493580149 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.000115243 8.366e-05 1.08283e-34 1.27749e-35 0 6.81933e-05 0.0003196 0.00872182 0.000344247 4.31291e-05 Variance: 1.64059e-06 Variances/cluster: 5.76447e-08 9.74749e-08 0 0 0 7.6254e-08 5.15442e-07 0.156503 3.9702e-07 6.42703e-08 -------------------------------------------------------------- Initialization seed trial #925 of 1000; initialization seed = 493580150 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 505525 Distortion: 0.0455861 Distortions/cluster: 4.07957e-05 4.59395e-05 0.0446389 1.08283e-34 4.67839e-05 0.000346127 0.000316083 0.000114735 3.67128e-05 1.27749e-35 Variance: 7.71338e-06 Variances/cluster: 6.98334e-08 7.81222e-08 0.0422886 0 8.44208e-08 3.89309e-07 4.58717e-07 5.76211e-08 5.98708e-08 0 -------------------------------------------------------------- Initialization seed trial #926 of 1000; initialization seed = 493580151 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 36 BIC score: 511477 Distortion: 0.0403015 Distortions/cluster: 0.0003196 0.000105601 0.0356196 8.366e-05 0.00391362 4.67043e-05 4.30753e-05 0.000101507 2.37044e-35 6.81933e-05 Variance: 6.81921e-06 Variances/cluster: 5.15442e-07 1.00182e-07 0.035575 9.74749e-08 0.00391989 2.74699e-06 6.41901e-08 5.65759e-08 0 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #927 of 1000; initialization seed = 493580152 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 43 BIC score: 515990 Distortion: 0.0365936 Distortions/cluster: 0.000344247 0.000115243 4.31291e-05 1.08283e-34 0.0003196 2.37044e-35 1.27749e-35 0.0356196 8.37767e-05 6.80765e-05 Variance: 6.19181e-06 Variances/cluster: 3.9702e-07 5.76447e-08 6.42703e-08 0 5.15442e-07 0 0 0.035575 9.74973e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #928 of 1000; initialization seed = 493580153 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.82377e-05 4.94716e-05 0.00391362 4.08682e-05 8.366e-05 4.4522e-05 6.81933e-05 9.5956e-05 0.000307974 0.0446389 Variance: 8.34034e-06 Variances/cluster: 5.11478e-08 8.03046e-08 0.00391989 6.32579e-08 9.74749e-08 4.47417e-08 7.6254e-08 1.02398e-07 1.71076e-05 0.0422886 -------------------------------------------------------------- Initialization seed trial #929 of 1000; initialization seed = 493580154 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.82377e-05 0.0446389 4.4522e-05 6.81933e-05 9.5956e-05 0.00391362 4.94716e-05 8.366e-05 0.000307974 4.08682e-05 Variance: 8.34034e-06 Variances/cluster: 5.11478e-08 0.0422886 4.47417e-08 7.6254e-08 1.02398e-07 0.00391989 8.03046e-08 9.74749e-08 1.71076e-05 6.32579e-08 -------------------------------------------------------------- Initialization seed trial #930 of 1000; initialization seed = 493580155 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 40 BIC score: 501374 Distortion: 0.0494884 Distortions/cluster: 0.000343239 0.00391362 0.000115134 0.0003196 3.34833e-05 0.0446389 4.31291e-05 2.62866e-05 3.15785e-05 2.33822e-05 Variance: 8.37367e-06 Variances/cluster: 3.96314e-07 0.00391989 5.76187e-08 5.15442e-07 7.37285e-08 0.0422886 6.42703e-08 6.02705e-08 7.97183e-08 5.01603e-08 -------------------------------------------------------------- Initialization seed trial #931 of 1000; initialization seed = 493580156 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 55 BIC score: 501824 Distortion: 0.0492933 Distortions/cluster: 3.72578e-05 0.0003196 0.00010499 4.67043e-05 4.30753e-05 4.6908e-05 4.07184e-05 0.000101507 0.0446389 0.00391362 Variance: 8.34066e-06 Variances/cluster: 6.07595e-08 5.15442e-07 9.9697e-08 2.74699e-06 6.41901e-08 8.44922e-08 6.9701e-08 5.65759e-08 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #932 of 1000; initialization seed = 493580157 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 6.80765e-05 4.45648e-05 0.00391362 8.37767e-05 9.57657e-05 4.91981e-05 4.22437e-05 0.0446389 0.000307974 4.72422e-05 Variance: 8.34034e-06 Variances/cluster: 7.62086e-08 4.47847e-08 0.00391989 9.74973e-08 1.02524e-07 5.15647e-08 6.36145e-08 0.0422886 1.71076e-05 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #933 of 1000; initialization seed = 493580158 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 501425 Distortion: 0.0494851 Distortions/cluster: 0.0446389 3.27217e-05 0.000319065 3.40897e-05 0.00391362 2.4864e-05 0.00034554 0.000113839 4.32004e-05 1.92126e-05 Variance: 8.37311e-06 Variances/cluster: 0.0422886 6.08015e-08 5.20456e-07 6.01033e-08 0.00391989 7.22565e-08 3.89087e-07 5.74306e-08 6.41852e-08 6.35975e-08 -------------------------------------------------------------- Initialization seed trial #934 of 1000; initialization seed = 493580159 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.000307974 8.37767e-05 4.22437e-05 9.57657e-05 4.45648e-05 4.72422e-05 6.80765e-05 4.91981e-05 0.00391362 0.0446389 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 9.74973e-08 6.36145e-08 1.02524e-07 4.47847e-08 8.00651e-08 7.62086e-08 5.15647e-08 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #935 of 1000; initialization seed = 493580160 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 51 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 0.00391362 8.366e-05 4.64237e-05 0.000307974 4.31422e-05 0.0446389 5.11104e-05 4.31034e-05 9.52741e-05 6.81933e-05 Variance: 8.34034e-06 Variances/cluster: 0.00391989 9.74749e-08 4.50675e-08 1.71076e-05 6.53614e-08 0.0422886 5.27943e-08 7.72401e-08 1.03437e-07 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #936 of 1000; initialization seed = 493580161 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 1.08283e-34 4.67839e-05 4.07957e-05 1.27749e-35 0.0446389 0.000115243 3.67128e-05 4.31291e-05 0.0003196 0.000344247 Variance: 7.71327e-06 Variances/cluster: 0 8.44208e-08 6.98334e-08 0 0.0422886 5.76447e-08 5.98708e-08 6.42703e-08 5.15442e-07 3.9702e-07 -------------------------------------------------------------- Initialization seed trial #937 of 1000; initialization seed = 493580162 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 65 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.08283e-34 0.000101576 4.30816e-05 1.27749e-35 8.37767e-05 0.0446389 4.96348e-05 0.000105601 0.000307974 6.80765e-05 Variance: 7.68167e-06 Variances/cluster: 0 5.65829e-08 6.41994e-08 0 9.74973e-08 0.0422886 8.03088e-08 1.00182e-07 1.71076e-05 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #938 of 1000; initialization seed = 493580163 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 18 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000307974 1.08283e-34 1.27749e-35 0.000101576 0.000105601 0.0446389 6.81933e-05 4.96348e-05 8.366e-05 4.30816e-05 Variance: 7.68167e-06 Variances/cluster: 1.71076e-05 0 0 5.65829e-08 1.00182e-07 0.0422886 7.6254e-08 8.03088e-08 9.74749e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #939 of 1000; initialization seed = 493580164 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 58 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 4.96348e-05 8.37767e-05 6.80765e-05 0.000105601 1.08283e-34 4.30816e-05 0.000307974 0.000101576 0.0446389 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 8.03088e-08 9.74973e-08 7.62086e-08 1.00182e-07 0 6.41994e-08 1.71076e-05 5.65829e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #940 of 1000; initialization seed = 493580165 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 46 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 8.37767e-05 1.08283e-34 1.27749e-35 0.000307974 0.000105601 0.0446389 4.96348e-05 4.30816e-05 6.80765e-05 0.000101576 Variance: 7.68167e-06 Variances/cluster: 9.74973e-08 0 0 1.71076e-05 1.00182e-07 0.0422886 8.03088e-08 6.41994e-08 7.62086e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #941 of 1000; initialization seed = 493580166 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 41 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 6.80765e-05 9.57657e-05 4.91981e-05 0.0446389 0.00391362 4.72422e-05 4.45648e-05 8.37767e-05 0.000307974 4.22437e-05 Variance: 8.34034e-06 Variances/cluster: 7.62086e-08 1.02524e-07 5.15647e-08 0.0422886 0.00391989 8.00651e-08 4.47847e-08 9.74973e-08 1.71076e-05 6.36145e-08 -------------------------------------------------------------- Initialization seed trial #942 of 1000; initialization seed = 493580167 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 505513 Distortion: 0.0455854 Distortions/cluster: 4.32888e-05 3.67128e-05 4.07957e-05 0.000113915 4.67839e-05 0.000345962 0.0446389 0.000319065 1.27749e-35 1.08283e-34 Variance: 7.71327e-06 Variances/cluster: 6.42212e-08 5.98708e-08 6.98334e-08 5.744e-08 8.44208e-08 3.9e-07 0.0422886 5.20456e-07 0 0 -------------------------------------------------------------- Initialization seed trial #943 of 1000; initialization seed = 493580168 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 559275 Distortion: 0.013582 Distortions/cluster: 0.000319065 0.00872182 0.000345962 3.67128e-05 4.67839e-05 0 0.000113915 0.00391362 4.32888e-05 4.07957e-05 Variance: 2.29813e-06 Variances/cluster: 5.20456e-07 0.156503 3.9e-07 5.98708e-08 8.44208e-08 0 5.744e-08 0.00391989 6.42212e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #944 of 1000; initialization seed = 493580169 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 514382 Distortion: 0.036736 Distortions/cluster: 4.4522e-05 4.15022e-05 9.64445e-05 0.000307974 0.0106882 0.00391362 0.0214332 4.82377e-05 4.94716e-05 0.000112795 Variance: 6.2159e-06 Variances/cluster: 4.47417e-08 6.41401e-08 1.0281e-07 1.71076e-05 0.197295 0.00391989 3.01353e-05 5.11478e-08 8.03046e-08 1.08422e-07 -------------------------------------------------------------- Initialization seed trial #945 of 1000; initialization seed = 493580170 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 4.96348e-05 4.30816e-05 0.0446389 3.99696e-05 4.90368e-05 3.64426e-05 0.000101576 0.00391362 0.000104435 0.000307974 Variance: 8.3392e-06 Variances/cluster: 8.03088e-08 6.41994e-08 0.0422886 6.86544e-08 8.51064e-08 6.12281e-08 5.65829e-08 0.00391989 9.92642e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #946 of 1000; initialization seed = 493580171 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 76 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 9.48004e-05 4.27239e-05 6.80765e-05 5.18241e-05 0.000313359 0.00391362 0.0446389 4.67043e-05 4.66957e-05 8.37767e-05 Variance: 8.34188e-06 Variances/cluster: 1.03035e-07 7.72522e-08 7.62086e-08 5.30928e-08 4.79102e-07 0.00391989 0.0422886 2.74699e-06 4.51126e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #947 of 1000; initialization seed = 493580172 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 514390 Distortion: 0.0367359 Distortions/cluster: 0.0106882 0.00391362 0.000307974 4.72422e-05 4.3027e-05 4.88408e-05 4.4522e-05 0.0214319 0.000114171 9.6512e-05 Variance: 6.21589e-06 Variances/cluster: 0.197295 0.00391989 1.71076e-05 8.00651e-08 6.45995e-08 5.146e-08 4.47417e-08 3.04763e-05 1.08907e-07 1.02772e-07 -------------------------------------------------------------- Initialization seed trial #948 of 1000; initialization seed = 493580173 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 80 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 5.18241e-05 6.80765e-05 4.66957e-05 9.48004e-05 0.00391362 4.67043e-05 4.27239e-05 0.000313359 0.0446389 8.37767e-05 Variance: 8.34188e-06 Variances/cluster: 5.30928e-08 7.62086e-08 4.51126e-08 1.03035e-07 0.00391989 2.74699e-06 7.72522e-08 4.79102e-07 0.0422886 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #949 of 1000; initialization seed = 493580174 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 505524 Distortion: 0.0455861 Distortions/cluster: 4.67839e-05 0.000346127 1.08283e-34 4.07957e-05 0.000114735 1.27749e-35 0.0446389 0.000314626 3.67128e-05 4.73916e-05 Variance: 7.71338e-06 Variances/cluster: 8.44208e-08 3.89309e-07 0 6.98334e-08 5.76211e-08 0 0.0422886 4.59269e-07 5.98708e-08 8.0047e-08 -------------------------------------------------------------- Initialization seed trial #950 of 1000; initialization seed = 493580175 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 4.31291e-05 1.27749e-35 6.81933e-05 0.00872182 1.08283e-34 0.000344247 0.0003196 8.366e-05 0 0.000115243 Variance: 1.64059e-06 Variances/cluster: 6.42703e-08 0 7.6254e-08 0.156503 0 3.9702e-07 5.15442e-07 9.74749e-08 0 5.76447e-08 -------------------------------------------------------------- Initialization seed trial #951 of 1000; initialization seed = 493580176 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 63 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 0.000101576 0.000307974 4.96348e-05 0.00391362 8.37767e-05 4.30816e-05 0.00872182 0.000105601 6.80765e-05 Variance: 2.26652e-06 Variances/cluster: 0 5.65829e-08 1.71076e-05 8.03088e-08 0.00391989 9.74973e-08 6.41994e-08 0.156503 1.00182e-07 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #952 of 1000; initialization seed = 493580177 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0.000307974 8.37767e-05 0.00872182 4.30816e-05 0.000101576 0.000105601 6.80765e-05 4.96348e-05 0 0.00391362 Variance: 2.26652e-06 Variances/cluster: 1.71076e-05 9.74973e-08 0.156503 6.41994e-08 5.65829e-08 1.00182e-07 7.62086e-08 8.03088e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #953 of 1000; initialization seed = 493580178 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 35 BIC score: 515990 Distortion: 0.0365943 Distortions/cluster: 1.08283e-34 0.000114735 8.37767e-05 1.27749e-35 0.0356196 0.000346127 2.37044e-35 4.59395e-05 0.000316083 6.80765e-05 Variance: 6.19193e-06 Variances/cluster: 0 5.76211e-08 9.74973e-08 0 0.035575 3.89309e-07 0 7.81222e-08 4.58717e-07 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #954 of 1000; initialization seed = 493580179 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 20 BIC score: 575774 Distortion: 0.00972664 Distortions/cluster: 1.08283e-34 1.27749e-35 4.00463e-05 0.00872182 0 4.90368e-05 0.000322216 0.000509617 4.63628e-05 3.75464e-05 Variance: 1.64579e-06 Variances/cluster: 0 0 6.8668e-08 0.156503 0 8.51064e-08 5.05793e-07 1.81794e-07 6.49282e-08 6.29766e-08 -------------------------------------------------------------- Initialization seed trial #955 of 1000; initialization seed = 493580180 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 61 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 8.37767e-05 0.0446389 0.00391362 4.67519e-05 5.1514e-05 6.80765e-05 4.67043e-05 9.52741e-05 4.30202e-05 0.000312393 Variance: 8.3418e-06 Variances/cluster: 9.74973e-08 0.0422886 0.00391989 4.51668e-08 5.29378e-08 7.62086e-08 2.74699e-06 1.03437e-07 6.53746e-08 5.66911e-07 -------------------------------------------------------------- Initialization seed trial #956 of 1000; initialization seed = 493580181 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 9.5956e-05 0.00391362 6.81933e-05 0.0446389 4.4522e-05 8.366e-05 4.94716e-05 4.82377e-05 4.08682e-05 0.000307974 Variance: 8.34034e-06 Variances/cluster: 1.02398e-07 0.00391989 7.6254e-08 0.0422886 4.47417e-08 9.74749e-08 8.03046e-08 5.11478e-08 6.32579e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #957 of 1000; initialization seed = 493580182 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 78 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 0.000101576 8.37767e-05 4.30816e-05 0.0446389 4.96348e-05 0.000307974 0.000105601 1.08283e-34 1.27749e-35 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 5.65829e-08 9.74973e-08 6.41994e-08 0.0422886 8.03088e-08 1.71076e-05 1.00182e-07 0 0 -------------------------------------------------------------- Initialization seed trial #958 of 1000; initialization seed = 493580183 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 501292 Distortion: 0.0492914 Distortions/cluster: 4.94716e-05 6.80765e-05 4.08682e-05 0.00391362 8.37767e-05 9.5956e-05 4.82377e-05 4.4522e-05 0.000307974 0.0446389 Variance: 8.34034e-06 Variances/cluster: 8.03046e-08 7.62086e-08 6.32579e-08 0.00391989 9.74973e-08 1.02398e-07 5.11478e-08 4.47417e-08 1.71076e-05 0.0422886 -------------------------------------------------------------- Initialization seed trial #959 of 1000; initialization seed = 493580184 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 559286 Distortion: 0.013582 Distortions/cluster: 0.0003196 4.67839e-05 3.67128e-05 4.31291e-05 0.000344247 0.00391362 4.07957e-05 0 0.00872182 0.000115243 Variance: 2.29813e-06 Variances/cluster: 5.15442e-07 8.44208e-08 5.98708e-08 6.42703e-08 3.9702e-07 0.00391989 6.98334e-08 0 0.156503 5.76447e-08 -------------------------------------------------------------- Initialization seed trial #960 of 1000; initialization seed = 493580185 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 33 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 8.37767e-05 0.00391362 0.000307974 6.80765e-05 0.00872182 4.30816e-05 4.96348e-05 0.000105601 0.000101576 Variance: 2.26652e-06 Variances/cluster: 0 9.74973e-08 0.00391989 1.71076e-05 7.62086e-08 0.156503 6.41994e-08 8.03088e-08 1.00182e-07 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #961 of 1000; initialization seed = 493580186 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501437 Distortion: 0.0494851 Distortions/cluster: 0.00391362 0.000343771 4.31291e-05 3.25482e-05 3.42626e-05 0.0446389 1.92126e-05 2.4864e-05 0.0003196 0.000115134 Variance: 8.37311e-06 Variances/cluster: 0.00391989 3.9647e-07 6.42703e-08 6.08182e-08 6.009e-08 0.0422886 6.35975e-08 7.22565e-08 5.15442e-07 5.76187e-08 -------------------------------------------------------------- Initialization seed trial #962 of 1000; initialization seed = 493580187 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 0.00391362 0 6.80765e-05 0.000101507 4.30753e-05 0.000105601 8.37767e-05 0.00872182 4.67043e-05 0.0003196 Variance: 2.26798e-06 Variances/cluster: 0.00391989 0 7.62086e-08 5.65759e-08 6.41901e-08 1.00182e-07 9.74973e-08 0.156503 2.74699e-06 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #963 of 1000; initialization seed = 493580188 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 505525 Distortion: 0.0455854 Distortions/cluster: 0.0003196 4.31291e-05 0.000115243 0.000344247 1.08283e-34 4.07957e-05 0.0446389 1.27749e-35 4.67839e-05 3.67128e-05 Variance: 7.71327e-06 Variances/cluster: 5.15442e-07 6.42703e-08 5.76447e-08 3.9702e-07 0 6.98334e-08 0.0422886 0 8.44208e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #964 of 1000; initialization seed = 493580189 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 0.0446389 6.80765e-05 8.37767e-05 4.67043e-05 0.000101507 1.27749e-35 0.000105601 4.30753e-05 0.0003196 1.08283e-34 Variance: 7.68312e-06 Variances/cluster: 0.0422886 7.62086e-08 9.74973e-08 2.74699e-06 5.65759e-08 0 1.00182e-07 6.41901e-08 5.15442e-07 0 -------------------------------------------------------------- Initialization seed trial #965 of 1000; initialization seed = 493580190 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 26 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 6.81933e-05 0 8.366e-05 0.000101507 0.00391362 0.000105601 4.67043e-05 4.30753e-05 0.00872182 0.0003196 Variance: 2.26798e-06 Variances/cluster: 7.6254e-08 0 9.74749e-08 5.65759e-08 0.00391989 1.00182e-07 2.74699e-06 6.41901e-08 0.156503 5.15442e-07 -------------------------------------------------------------- Initialization seed trial #966 of 1000; initialization seed = 493580191 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.0446389 3.73047e-05 0.00010499 0.000307974 4.30816e-05 4.67839e-05 4.07957e-05 4.96348e-05 0.000101576 0.00391362 Variance: 8.3392e-06 Variances/cluster: 0.0422886 6.0737e-08 9.9697e-08 1.71076e-05 6.41994e-08 8.44208e-08 6.98334e-08 8.03088e-08 5.65829e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #967 of 1000; initialization seed = 493580192 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 505505 Distortion: 0.0455855 Distortions/cluster: 4.31291e-05 1.27749e-35 3.58899e-05 3.99696e-05 0.000113371 0.00034554 0.0446389 1.08283e-34 0.0003196 4.90368e-05 Variance: 7.71328e-06 Variances/cluster: 6.42703e-08 0 6.04009e-08 6.86544e-08 5.73393e-08 3.89087e-07 0.0422886 0 5.15442e-07 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #968 of 1000; initialization seed = 493580193 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 502748 Distortion: 0.049051 Distortions/cluster: 0.0446389 4.67043e-05 4.30816e-05 0.00391362 0.000101576 0.000105601 4.96348e-05 6.81933e-05 8.366e-05 4.81569e-35 Variance: 8.29966e-06 Variances/cluster: 0.0422886 2.74699e-06 6.41994e-08 0.00391989 5.65829e-08 1.00182e-07 8.03088e-08 7.6254e-08 9.74749e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #969 of 1000; initialization seed = 493580194 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 57 BIC score: 506180 Distortion: 0.0454073 Distortions/cluster: 6.80765e-05 1.08283e-34 0.000105601 0.0003196 1.27749e-35 0.0446389 0.000101507 8.37767e-05 4.67043e-05 4.30753e-05 Variance: 7.68312e-06 Variances/cluster: 7.62086e-08 0 1.00182e-07 5.15442e-07 0 0.0422886 5.65759e-08 9.74973e-08 2.74699e-06 6.41901e-08 -------------------------------------------------------------- Initialization seed trial #970 of 1000; initialization seed = 493580195 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 0.000307974 4.30816e-05 0.000101576 8.37767e-05 0.00391362 4.96348e-05 6.80765e-05 0.000105601 0.00872182 Variance: 2.26652e-06 Variances/cluster: 0 1.71076e-05 6.41994e-08 5.65829e-08 9.74973e-08 0.00391989 8.03088e-08 7.62086e-08 1.00182e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #971 of 1000; initialization seed = 493580196 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 32 BIC score: 514382 Distortion: 0.036736 Distortions/cluster: 4.15022e-05 0.0214332 0.000112795 0.0106882 4.82377e-05 9.64445e-05 0.000307974 4.94716e-05 4.4522e-05 0.00391362 Variance: 6.2159e-06 Variances/cluster: 6.41401e-08 3.01353e-05 1.08422e-07 0.197295 5.11478e-08 1.0281e-07 1.71076e-05 8.03046e-08 4.47417e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #972 of 1000; initialization seed = 493580197 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 87 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.000307974 4.30816e-05 4.90368e-05 3.64426e-05 0.0446389 4.96348e-05 0.000101576 0.00391362 0.000104435 3.99696e-05 Variance: 8.3392e-06 Variances/cluster: 1.71076e-05 6.41994e-08 8.51064e-08 6.12281e-08 0.0422886 8.03088e-08 5.65829e-08 0.00391989 9.92642e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #973 of 1000; initialization seed = 493580198 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.0446389 3.61391e-05 4.0274e-05 0.000104435 0.00391362 4.96348e-05 0.000307974 4.30816e-05 0.000101576 4.90368e-05 Variance: 8.3392e-06 Variances/cluster: 0.0422886 6.1129e-08 6.8705e-08 9.92642e-08 0.00391989 8.03088e-08 1.71076e-05 6.41994e-08 5.65829e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #974 of 1000; initialization seed = 493580199 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 17 BIC score: 501300 Distortion: 0.0493 Distortions/cluster: 0.00391362 4.67043e-05 4.33177e-05 8.37767e-05 4.94605e-05 6.80765e-05 9.51825e-05 4.5801e-05 0.0446389 0.000315136 Variance: 8.34179e-06 Variances/cluster: 0.00391989 2.74699e-06 6.50359e-08 9.74973e-08 5.2058e-08 7.62086e-08 1.0278e-07 4.49871e-08 0.0422886 5.45175e-07 -------------------------------------------------------------- Initialization seed trial #975 of 1000; initialization seed = 493580200 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 27 BIC score: 514995 Distortion: 0.0362296 Distortions/cluster: 0.00391362 9.64445e-05 4.15022e-05 0.0102929 4.94716e-05 4.82377e-05 0.021435 0.000307974 0 4.4522e-05 Variance: 6.13023e-06 Variances/cluster: 0.00391989 1.0281e-07 6.41401e-08 9.98937e-06 8.03046e-08 5.11478e-08 2.97198e-05 1.71076e-05 0 4.47417e-08 -------------------------------------------------------------- Initialization seed trial #976 of 1000; initialization seed = 493580201 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 40 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0 0.00872182 6.81933e-05 0.0003196 8.366e-05 1.08283e-34 4.31291e-05 0.000115243 0.000344247 1.27749e-35 Variance: 1.64059e-06 Variances/cluster: 0 0.156503 7.6254e-08 5.15442e-07 9.74749e-08 0 6.42703e-08 5.76447e-08 3.9702e-07 0 -------------------------------------------------------------- Initialization seed trial #977 of 1000; initialization seed = 493580202 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 100 BIC score: 560376 Distortion: 0.0133952 Distortions/cluster: 4.96348e-05 4.31509e-05 8.37767e-05 0.00872182 0.000307974 0.000106106 0.000101005 0.00391362 6.80765e-05 0 Variance: 2.26653e-06 Variances/cluster: 8.03088e-08 6.42071e-08 9.74973e-08 0.156503 1.71076e-05 9.99964e-08 5.65163e-08 0.00391989 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #978 of 1000; initialization seed = 493580203 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 6.80765e-05 0.0446389 4.91981e-05 8.37767e-05 4.72422e-05 0.00391362 4.45648e-05 0.000307974 4.22437e-05 9.57657e-05 Variance: 8.34034e-06 Variances/cluster: 7.62086e-08 0.0422886 5.15647e-08 9.74973e-08 8.00651e-08 0.00391989 4.47847e-08 1.71076e-05 6.36145e-08 1.02524e-07 -------------------------------------------------------------- Initialization seed trial #979 of 1000; initialization seed = 493580204 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 28 BIC score: 560354 Distortion: 0.0134038 Distortions/cluster: 8.37767e-05 0 4.67043e-05 0.000105601 0.00391362 0.0003196 0.000101507 6.80765e-05 4.30753e-05 0.00872182 Variance: 2.26798e-06 Variances/cluster: 9.74973e-08 0 2.74699e-06 1.00182e-07 0.00391989 5.15442e-07 5.65759e-08 7.62086e-08 6.41901e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #980 of 1000; initialization seed = 493580205 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 25 BIC score: 501828 Distortion: 0.0492847 Distortions/cluster: 0.0446389 0.000104435 0.00391362 4.90368e-05 0.000307974 0.000101576 4.0274e-05 3.61391e-05 4.30816e-05 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 0.0422886 9.92642e-08 0.00391989 8.51064e-08 1.71076e-05 5.65829e-08 6.8705e-08 6.1129e-08 6.41994e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #981 of 1000; initialization seed = 493580206 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 81 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.27749e-35 0.000307974 4.30816e-05 4.96348e-05 8.37767e-05 0.000105601 1.08283e-34 0.0446389 6.80765e-05 0.000101576 Variance: 7.68167e-06 Variances/cluster: 0 1.71076e-05 6.41994e-08 8.03088e-08 9.74973e-08 1.00182e-07 0 0.0422886 7.62086e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #982 of 1000; initialization seed = 493580207 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 80 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.000101576 0.000105601 6.80765e-05 1.08283e-34 1.27749e-35 0.0446389 0.000307974 4.96348e-05 8.37767e-05 4.30816e-05 Variance: 7.68167e-06 Variances/cluster: 5.65829e-08 1.00182e-07 7.62086e-08 0 0 0.0422886 1.71076e-05 8.03088e-08 9.74973e-08 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #983 of 1000; initialization seed = 493580208 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 37 BIC score: 501297 Distortion: 0.0492914 Distortions/cluster: 0.000307974 8.37767e-05 4.91981e-05 9.57657e-05 4.45648e-05 0.0446389 0.00391362 4.22437e-05 6.80765e-05 4.72422e-05 Variance: 8.34034e-06 Variances/cluster: 1.71076e-05 9.74973e-08 5.15647e-08 1.02524e-07 4.47847e-08 0.0422886 0.00391989 6.36145e-08 7.62086e-08 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #984 of 1000; initialization seed = 493580209 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 90 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 0.00391362 4.66957e-05 8.37767e-05 9.48004e-05 0.000313359 0.0446389 5.18241e-05 4.27239e-05 4.67043e-05 6.80765e-05 Variance: 8.34188e-06 Variances/cluster: 0.00391989 4.51126e-08 9.74973e-08 1.03035e-07 4.79102e-07 0.0422886 5.30928e-08 7.72522e-08 2.74699e-06 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #985 of 1000; initialization seed = 493580210 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 67 BIC score: 560380 Distortion: 0.0133952 Distortions/cluster: 0 0.000307974 0.000105601 0.00872182 6.80765e-05 8.37767e-05 4.30816e-05 0.00391362 0.000101576 4.96348e-05 Variance: 2.26652e-06 Variances/cluster: 0 1.71076e-05 1.00182e-07 0.156503 7.62086e-08 9.74973e-08 6.41994e-08 0.00391989 5.65829e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #986 of 1000; initialization seed = 493580211 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 49 BIC score: 511477 Distortion: 0.0403015 Distortions/cluster: 4.67043e-05 2.37044e-35 0.0003196 0.000101507 0.00391362 0.0356196 0.000105601 6.80765e-05 4.30753e-05 8.37767e-05 Variance: 6.81921e-06 Variances/cluster: 2.74699e-06 0 5.15442e-07 5.65759e-08 0.00391989 0.035575 1.00182e-07 7.62086e-08 6.41901e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #987 of 1000; initialization seed = 493580212 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 30 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 6.81933e-05 0.000344247 4.31291e-05 1.08283e-34 0.000115243 0.0003196 0.00872182 1.27749e-35 8.366e-05 0 Variance: 1.64059e-06 Variances/cluster: 7.6254e-08 3.9702e-07 6.42703e-08 0 5.76447e-08 5.15442e-07 0.156503 0 9.74749e-08 0 -------------------------------------------------------------- Initialization seed trial #988 of 1000; initialization seed = 493580213 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 50 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 1.08283e-34 0.0446389 4.96348e-05 6.80765e-05 0.000105601 0.000101576 1.27749e-35 4.30816e-05 8.37767e-05 0.000307974 Variance: 7.68167e-06 Variances/cluster: 0 0.0422886 8.03088e-08 7.62086e-08 1.00182e-07 5.65829e-08 0 6.41994e-08 9.74973e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #989 of 1000; initialization seed = 493580214 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 89 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 0.00391362 0.00010499 4.30816e-05 4.96348e-05 0.0446389 4.07184e-05 4.6908e-05 0.000307974 3.72578e-05 0.000101576 Variance: 8.3392e-06 Variances/cluster: 0.00391989 9.9697e-08 6.41994e-08 8.03088e-08 0.0422886 6.9701e-08 8.44922e-08 1.71076e-05 6.07595e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #990 of 1000; initialization seed = 493580215 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 73 BIC score: 501830 Distortion: 0.0492847 Distortions/cluster: 4.30816e-05 0.000307974 0.0446389 3.72578e-05 4.07184e-05 0.000101576 0.00010499 4.6908e-05 0.00391362 4.96348e-05 Variance: 8.3392e-06 Variances/cluster: 6.41994e-08 1.71076e-05 0.0422886 6.07595e-08 6.9701e-08 5.65829e-08 9.9697e-08 8.44922e-08 0.00391989 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #991 of 1000; initialization seed = 493580216 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 79 BIC score: 501319 Distortion: 0.0493005 Distortions/cluster: 4.66957e-05 0.0446389 4.67043e-05 0.00391362 0.000313359 5.18241e-05 9.48004e-05 6.80765e-05 4.27239e-05 8.37767e-05 Variance: 8.34188e-06 Variances/cluster: 4.51126e-08 0.0422886 2.74699e-06 0.00391989 4.79102e-07 5.30928e-08 1.03035e-07 7.62086e-08 7.72522e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #992 of 1000; initialization seed = 493580217 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 23 BIC score: 506703 Distortion: 0.0456297 Distortions/cluster: 3.27799e-05 1.08283e-34 2.50109e-05 0.000509617 0.0446389 0.000322216 1.91514e-05 1.27749e-35 4.63628e-05 3.56534e-05 Variance: 7.72076e-06 Variances/cluster: 6.07967e-08 0 7.22633e-08 1.81794e-07 0.0422886 5.05793e-07 6.36054e-08 0 6.49282e-08 6.27495e-08 -------------------------------------------------------------- Initialization seed trial #993 of 1000; initialization seed = 493580218 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 91 BIC score: 501319 Distortion: 0.0493001 Distortions/cluster: 6.81933e-05 9.52741e-05 0.00391362 4.67519e-05 8.366e-05 4.67043e-05 0.0446389 5.1514e-05 0.000312393 4.30202e-05 Variance: 8.3418e-06 Variances/cluster: 7.6254e-08 1.03437e-07 0.00391989 4.51668e-08 9.74749e-08 2.74699e-06 0.0422886 5.29378e-08 5.66911e-07 6.53746e-08 -------------------------------------------------------------- Initialization seed trial #994 of 1000; initialization seed = 493580219 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 31 BIC score: 575760 Distortion: 0.00972664 Distortions/cluster: 0.00050868 4.54645e-05 4.07898e-05 1.08283e-34 0 4.6908e-05 0.00872182 3.89352e-05 1.27749e-35 0.000324044 Variance: 1.64579e-06 Variances/cluster: 1.82109e-07 6.36702e-08 6.97038e-08 0 0 8.44922e-08 0.156503 6.32885e-08 0 5.00801e-07 -------------------------------------------------------------- Initialization seed trial #995 of 1000; initialization seed = 493580220 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 48 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 6.80765e-05 4.30816e-05 0.000307974 0.0446389 8.37767e-05 1.27749e-35 4.96348e-05 0.000101576 1.08283e-34 0.000105601 Variance: 7.68167e-06 Variances/cluster: 7.62086e-08 6.41994e-08 1.71076e-05 0.0422886 9.74973e-08 0 8.03088e-08 5.65829e-08 0 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #996 of 1000; initialization seed = 493580221 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 53 BIC score: 501318 Distortion: 0.0492914 Distortions/cluster: 0.0446389 4.64237e-05 0.00391362 9.52741e-05 6.80765e-05 4.31034e-05 5.11104e-05 0.000307974 8.37767e-05 4.31422e-05 Variance: 8.34034e-06 Variances/cluster: 0.0422886 4.50675e-08 0.00391989 1.03437e-07 7.62086e-08 7.72401e-08 5.27943e-08 1.71076e-05 9.74973e-08 6.53614e-08 -------------------------------------------------------------- Initialization seed trial #997 of 1000; initialization seed = 493580222 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 19 BIC score: 576318 Distortion: 0.00976307 Distortions/cluster: 0.000547204 1.08283e-34 1.27749e-35 2.48123e-05 3.35127e-05 0.00872182 1.86216e-05 0.000381447 3.56534e-05 0 Variance: 1.65196e-06 Variances/cluster: 1.79335e-07 0 0 7.10731e-08 6.18118e-08 0.156503 6.31039e-08 3.45485e-07 6.27495e-08 0 -------------------------------------------------------------- Initialization seed trial #998 of 1000; initialization seed = 493580223 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 90 BIC score: 506186 Distortion: 0.0453986 Distortions/cluster: 0.0446389 1.27749e-35 1.08283e-34 0.000101576 4.96348e-05 0.000307974 8.37767e-05 6.80765e-05 4.30816e-05 0.000105601 Variance: 7.68167e-06 Variances/cluster: 0.0422886 0 0 5.65829e-08 8.03088e-08 1.71076e-05 9.74973e-08 7.62086e-08 6.41994e-08 1.00182e-07 -------------------------------------------------------------- Initialization seed trial #999 of 1000; initialization seed = 493580224 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 39 BIC score: 574960 Distortion: 0.00969589 Distortions/cluster: 0.000344247 0.0003196 6.80765e-05 0.00872182 0.000115243 4.31291e-05 1.08283e-34 1.27749e-35 0 8.37767e-05 Variance: 1.64059e-06 Variances/cluster: 3.9702e-07 5.15442e-07 7.62086e-08 0.156503 5.76447e-08 6.42703e-08 0 0 0 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #1000 of 1000; initialization seed = 493580225 -------------------------------------------------------------- Initialized k-means centers using random sampling: 10 centers Number of k-means iterations performed: 29 BIC score: 515995 Distortion: 0.0365936 Distortions/cluster: 1.08283e-34 0.000344247 8.37767e-05 4.32888e-05 6.80765e-05 0.0356196 0.000319065 0.000115622 1.27749e-35 2.37044e-35 Variance: 6.19181e-06 Variances/cluster: 0 3.9702e-07 9.74973e-08 6.42212e-08 7.62086e-08 0.035575 5.20456e-07 5.77185e-08 0 0 The best initialization seed trial was #261 -------------------------------------------------------------- Run number 6 of at most 9, k = 14 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 1000; initialization seed = 493580226 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 90 BIC score: 512580 Distortion: 0.0361648 Distortions/cluster: 2.94225e-05 1.53187e-05 0.000300791 2.35684e-05 0.0102924 4.30953e-05 0.00391362 1.69243e-05 2.15574e-05 2.97165e-05 0.0214317 0 1.78051e-05 2.88659e-05 Variance: 6.1234e-06 Variances/cluster: 6.28634e-08 3.52935e-08 1.87971e-05 4.91989e-08 9.99867e-06 3.4472e-07 0.00391989 3.7275e-08 3.5865e-08 3.76602e-08 3.00065e-05 0 4.30032e-08 7.57574e-08 -------------------------------------------------------------- Initialization seed trial #2 of 1000; initialization seed = 493580227 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 557377 Distortion: 0.0133016 Distortions/cluster: 2.07945e-05 4.05644e-05 3.48496e-05 3.77533e-05 3.53035e-05 3.99696e-05 4.90368e-05 3.26589e-05 0.00872182 0.00391362 0.000300791 3.80062e-05 0 3.64804e-05 Variance: 2.25223e-06 Variances/cluster: 3.52409e-08 3.37998e-07 5.79811e-08 4.46745e-08 5.95142e-08 6.86544e-08 8.51064e-08 3.84642e-08 0.156503 0.00391989 1.87971e-05 7.64653e-08 0 5.74438e-08 -------------------------------------------------------------- Initialization seed trial #3 of 1000; initialization seed = 493580228 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 508017 Distortion: 0.0402241 Distortions/cluster: 4.0274e-05 0.00029753 0.00391362 4.90368e-05 4.08461e-05 7.84947e-05 0.0356196 2.29958e-05 2.64841e-05 3.04605e-05 3.61391e-05 2.37044e-35 4.67043e-05 2.19964e-05 Variance: 6.81072e-06 Variances/cluster: 6.8705e-08 8.01903e-07 0.00391989 8.51064e-08 4.38224e-08 1.13421e-07 0.035575 3.69071e-08 5.31762e-08 6.33224e-08 6.1129e-08 0 2.74699e-06 4.09577e-08 -------------------------------------------------------------- Initialization seed trial #4 of 1000; initialization seed = 493580229 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 502823 Distortion: 0.0453198 Distortions/cluster: 0.0446389 1.08283e-34 3.98484e-05 3.39984e-05 1.27749e-35 4.13048e-05 2.45285e-05 0.000307974 3.73976e-05 3.25482e-05 2.43786e-05 3.48071e-05 8.43873e-05 1.96949e-05 Variance: 7.67352e-06 Variances/cluster: 0.0422886 0 6.30459e-08 5.3875e-08 0 7.70551e-08 4.04713e-08 1.71076e-05 4.10475e-08 6.08182e-08 7.18907e-08 6.09382e-08 1.03154e-07 6.41321e-08 -------------------------------------------------------------- Initialization seed trial #5 of 1000; initialization seed = 493580230 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 17 BIC score: 502817 Distortion: 0.0453198 Distortions/cluster: 8.01195e-05 2.4313e-05 3.26894e-05 1.8854e-05 2.91284e-05 1.08283e-34 4.60707e-05 1.27749e-35 0.000307974 4.14888e-05 2.51399e-05 4.03662e-05 3.47506e-05 0.0446389 Variance: 7.67352e-06 Variances/cluster: 1.0555e-07 3.79254e-08 6.08545e-08 6.32482e-08 5.14587e-08 0 7.97007e-08 0 1.71076e-05 4.46557e-08 7.24266e-08 6.10631e-08 6.0946e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #6 of 1000; initialization seed = 493580231 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 558631 Distortion: 0.013073 Distortions/cluster: 3.06146e-05 0.00872182 4.67043e-05 0 4.81569e-35 4.29485e-05 0.00391362 2.7763e-05 4.07184e-05 9.75063e-05 3.70691e-05 3.00268e-05 4.6908e-05 3.72578e-05 Variance: 2.2135e-06 Variances/cluster: 6.12242e-08 0.156503 2.74699e-06 0 2.67973e-31 4.46411e-08 0.00391989 5.61954e-08 6.9701e-08 1.00203e-07 4.57591e-08 7.58193e-08 8.44922e-08 6.07595e-08 -------------------------------------------------------------- Initialization seed trial #7 of 1000; initialization seed = 493580232 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 498845 Distortion: 0.0492362 Distortions/cluster: 0.0446389 0.00391362 0.000297226 2.37324e-05 1.68047e-05 1.66321e-05 2.9803e-05 3.78274e-05 2.14233e-05 8.366e-05 2.86012e-05 6.60089e-05 4.67043e-05 1.52401e-05 Variance: 8.33664e-06 Variances/cluster: 0.0422886 0.00391989 6.69374e-07 4.82322e-08 3.70932e-08 3.95962e-08 3.77221e-08 3.00181e-07 3.57611e-08 9.74749e-08 7.50627e-08 7.42266e-08 2.74699e-06 3.51125e-08 -------------------------------------------------------------- Initialization seed trial #8 of 1000; initialization seed = 493580233 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 61 BIC score: 508026 Distortion: 0.0402236 Distortions/cluster: 2.29791e-05 3.73047e-05 2.86012e-05 2.7094e-05 2.16866e-05 4.20705e-05 4.67043e-05 4.67839e-05 0.00391362 2.37044e-35 7.89067e-05 0.000297453 4.07957e-05 0.0356196 Variance: 6.81063e-06 Variances/cluster: 3.68804e-08 6.0737e-08 7.50627e-08 5.30168e-08 4.09915e-08 4.48473e-08 2.74699e-06 8.44208e-08 0.00391989 0 1.11914e-07 6.63905e-07 6.98334e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #9 of 1000; initialization seed = 493580234 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 78 BIC score: 508025 Distortion: 0.0402236 Distortions/cluster: 0.000297453 7.89067e-05 0.0356196 3.58899e-05 4.20705e-05 4.67043e-05 2.37044e-35 0.00391362 2.29791e-05 2.86012e-05 2.16866e-05 3.99696e-05 2.7094e-05 4.90368e-05 Variance: 6.81063e-06 Variances/cluster: 6.63905e-07 1.11914e-07 0.035575 6.04009e-08 4.48473e-08 2.74699e-06 0 0.00391989 3.68804e-08 7.50627e-08 4.09915e-08 6.86544e-08 5.30168e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #10 of 1000; initialization seed = 493580235 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 573101 Distortion: 0.00943165 Distortions/cluster: 0.000307974 2.26133e-05 1.08283e-34 7.86324e-05 2.51166e-05 3.00268e-05 2.97647e-05 0.00872182 2.58561e-05 8.37767e-05 0 6.80765e-05 3.79951e-05 1.27749e-35 Variance: 1.59696e-06 Variances/cluster: 1.71076e-05 3.65278e-08 0 1.25199e-07 4.22088e-08 7.58193e-08 6.11135e-08 0.156503 5.3862e-08 9.74973e-08 0 7.62086e-08 4.08514e-08 0 -------------------------------------------------------------- Initialization seed trial #11 of 1000; initialization seed = 493580236 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 42 BIC score: 503183 Distortion: 0.0453368 Distortions/cluster: 3.33079e-05 1.08283e-34 7.50127e-05 2.86012e-05 8.40047e-05 2.62273e-05 4.67043e-05 2.76653e-05 3.41628e-05 2.3267e-05 1.27749e-35 0.0446389 0.000297453 2.1474e-05 Variance: 7.6764e-06 Variances/cluster: 8.00416e-08 0 5.11284e-08 7.50627e-08 1.07551e-07 6.12585e-08 2.74699e-06 5.35065e-08 7.4731e-08 4.30828e-08 0 0.0422886 6.63905e-07 4.74936e-08 -------------------------------------------------------------- Initialization seed trial #12 of 1000; initialization seed = 493580237 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 498719 Distortion: 0.049236 Distortions/cluster: 2.28553e-05 3.58899e-05 4.67043e-05 4.07912e-05 1.69003e-05 4.90368e-05 2.19517e-05 0.0446389 2.49934e-05 0.00391362 1.16404e-05 0.000293803 3.99696e-05 7.89562e-05 Variance: 8.33661e-06 Variances/cluster: 3.67998e-08 6.04009e-08 2.74699e-06 4.38106e-08 6.32921e-08 8.51064e-08 4.09507e-08 0.0422886 5.35143e-08 0.00391989 6.15842e-08 6.8162e-07 6.86544e-08 1.14088e-07 -------------------------------------------------------------- Initialization seed trial #13 of 1000; initialization seed = 493580238 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 70 BIC score: 502740 Distortion: 0.0453498 Distortions/cluster: 2.21585e-05 2.86012e-05 6.81933e-05 2.07756e-05 0.0002974 1.89267e-05 7.67994e-05 1.08283e-34 8.366e-05 1.27749e-35 0.0446389 4.67043e-05 2.10157e-05 2.65995e-05 Variance: 7.67859e-06 Variances/cluster: 4.12598e-08 7.50627e-08 7.6254e-08 3.53888e-08 6.65271e-07 3.92636e-08 1.14105e-07 0 9.74749e-08 0 0.0422886 2.74699e-06 4.01791e-08 5.26676e-08 -------------------------------------------------------------- Initialization seed trial #14 of 1000; initialization seed = 493580239 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 53 BIC score: 573028 Distortion: 0.0094167 Distortions/cluster: 3.58899e-05 4.00583e-05 4.90368e-05 2.45285e-05 0 3.73976e-05 4.14869e-05 3.99696e-05 0.00872182 1.27749e-35 1.08283e-34 0.000307974 8.48007e-05 3.374e-05 Variance: 1.59443e-06 Variances/cluster: 6.04009e-08 6.30785e-08 8.51064e-08 4.04713e-08 0 4.10475e-08 7.71071e-08 6.86544e-08 0.156503 0 0 1.71076e-05 1.03786e-07 5.37209e-08 -------------------------------------------------------------- Initialization seed trial #15 of 1000; initialization seed = 493580240 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 498797 Distortion: 0.0492352 Distortions/cluster: 3.85809e-05 8.64093e-05 0.000307416 2.6026e-05 0.0446389 0.00391362 3.95651e-05 2.13371e-05 1.27517e-05 3.83627e-05 2.94601e-05 1.21482e-05 2.3905e-05 4.67043e-05 Variance: 8.33647e-06 Variances/cluster: 7.63917e-08 1.01769e-07 4.94992e-07 5.70561e-08 0.0422886 0.00391989 4.36663e-08 3.56767e-08 5.22441e-08 5.84741e-08 5.92563e-08 5.59643e-08 7.09127e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #16 of 1000; initialization seed = 493580241 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 558572 Distortion: 0.013084 Distortions/cluster: 2.25481e-05 4.0572e-05 6.80765e-05 0 2.2483e-05 0.00872182 2.99459e-05 2.95451e-05 0.00391362 4.81569e-35 4.67043e-05 8.37767e-05 2.60245e-05 7.88843e-05 Variance: 2.21537e-06 Variances/cluster: 3.64814e-08 4.3716e-08 7.62086e-08 0 4.12493e-08 0.156503 7.58063e-08 6.10386e-08 0.00391989 2.67973e-31 2.74699e-06 9.74973e-08 5.39878e-08 1.15486e-07 -------------------------------------------------------------- Initialization seed trial #17 of 1000; initialization seed = 493580242 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 498525 Distortion: 0.0492241 Distortions/cluster: 0.000307974 3.00268e-05 2.58561e-05 3.41628e-05 2.1474e-05 2.25053e-05 2.51166e-05 2.62273e-05 3.33079e-05 4.07238e-05 7.44118e-05 2.97647e-05 0.00391362 0.0446389 Variance: 8.33459e-06 Variances/cluster: 1.71076e-05 7.58193e-08 5.3862e-08 7.4731e-08 4.74936e-08 3.64712e-08 4.22088e-08 6.12585e-08 8.00416e-08 4.36913e-08 1.19048e-07 6.11135e-08 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #18 of 1000; initialization seed = 493580243 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 557057 Distortion: 0.0133382 Distortions/cluster: 2.08285e-05 1.98429e-05 2.32077e-05 7.40674e-05 0 2.92997e-05 0.000307974 0.00391362 6.81933e-05 8.366e-05 2.08192e-05 2.49718e-05 2.98939e-05 0.00872182 Variance: 2.25842e-06 Variances/cluster: 3.53585e-08 3.96823e-08 4.10717e-08 1.19068e-07 0 6.10362e-08 1.71076e-05 0.00391989 7.6254e-08 9.74749e-08 4.05796e-08 5.30138e-08 7.58668e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #19 of 1000; initialization seed = 493580244 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 76 BIC score: 502719 Distortion: 0.0453212 Distortions/cluster: 4.17764e-05 2.86463e-05 4.07957e-05 0.000307974 4.67839e-05 2.29193e-05 1.08283e-34 1.27749e-35 2.61719e-05 7.8852e-05 2.14045e-05 2.96461e-05 0.0446389 3.73047e-05 Variance: 7.67375e-06 Variances/cluster: 4.46767e-08 7.5181e-08 6.98334e-08 1.71076e-05 8.44208e-08 3.68435e-08 0 0 5.31902e-08 1.11995e-07 4.07665e-08 6.24078e-08 0.0422886 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #20 of 1000; initialization seed = 493580245 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 503514 Distortion: 0.0450726 Distortions/cluster: 3.99431e-05 2.16173e-05 4.04474e-05 3.66857e-05 3.68885e-05 1.08283e-34 4.75489e-05 8.62183e-05 1.27749e-35 4.01629e-05 3.74201e-05 0.0446389 4.81569e-35 4.67043e-05 Variance: 7.63166e-06 Variances/cluster: 4.38415e-08 3.5905e-08 6.93558e-08 5.74055e-08 6.06519e-08 0 8.47307e-08 1.02999e-07 0 7.67873e-08 6.00593e-08 0.0422886 2.67973e-31 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #21 of 1000; initialization seed = 493580246 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 75 BIC score: 499275 Distortion: 0.0489735 Distortions/cluster: 4.67043e-05 4.07957e-05 2.29193e-05 7.8852e-05 2.14045e-05 2.61719e-05 4.81569e-35 2.96461e-05 4.67839e-05 2.86463e-05 0.0446389 3.73047e-05 0.00391362 4.17764e-05 Variance: 8.29217e-06 Variances/cluster: 2.74699e-06 6.98334e-08 3.68435e-08 1.11995e-07 4.07665e-08 5.31902e-08 2.67973e-31 6.24078e-08 8.44208e-08 7.5181e-08 0.0422886 6.0737e-08 0.00391989 4.46767e-08 -------------------------------------------------------------- Initialization seed trial #22 of 1000; initialization seed = 493580247 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 67 BIC score: 557238 Distortion: 0.0133275 Distortions/cluster: 3.25448e-05 4.6908e-05 4.67043e-05 2.34656e-05 0 0.000277999 7.97732e-05 3.72578e-05 0.00872182 0.00391362 2.3444e-05 4.05401e-05 4.07184e-05 4.27051e-05 Variance: 2.2566e-06 Variances/cluster: 5.49694e-08 8.44922e-08 2.74699e-06 3.71249e-08 0 1.79339e-06 1.10479e-07 6.07595e-08 0.156503 0.00391989 4.36532e-08 7.34365e-08 6.9701e-08 4.51866e-08 -------------------------------------------------------------- Initialization seed trial #23 of 1000; initialization seed = 493580248 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 499633 Distortion: 0.0489941 Distortions/cluster: 1.15575e-05 2.23087e-05 7.88843e-05 1.72269e-05 2.23566e-05 2.58511e-05 4.05228e-05 8.37767e-05 6.80765e-05 4.67043e-05 0.0446389 4.81569e-35 2.42944e-05 0.00391362 Variance: 8.29565e-06 Variances/cluster: 6.17997e-08 3.62701e-08 1.15486e-07 6.3563e-08 4.11684e-08 5.61933e-08 4.37101e-08 9.74973e-08 7.62086e-08 2.74699e-06 0.0422886 2.67973e-31 5.42237e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #24 of 1000; initialization seed = 493580249 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 502703 Distortion: 0.0453211 Distortions/cluster: 2.25886e-05 2.59965e-05 4.67839e-05 1.27749e-35 4.07957e-05 2.96673e-05 0.0446389 3.83291e-05 8.05487e-05 1.08283e-34 2.99459e-05 2.60335e-05 0.000304149 3.73047e-05 Variance: 7.67373e-06 Variances/cluster: 3.64879e-08 4.2474e-08 8.44208e-08 0 6.98334e-08 6.10388e-08 0.0422886 4.09901e-08 1.32906e-07 0 7.58063e-08 5.40066e-08 1.78889e-05 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #25 of 1000; initialization seed = 493580250 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 527451 Distortion: 0.0260197 Distortions/cluster: 0.0214253 2.37044e-35 4.67043e-05 2.35336e-05 2.90085e-05 2.1729e-05 7.4615e-05 0.0002974 0 2.66652e-05 0.000117982 2.23656e-05 2.08106e-05 0.00391362 Variance: 4.40564e-06 Variances/cluster: 3.17778e-05 0 2.74699e-06 4.57806e-08 7.59323e-08 3.59711e-08 1.17493e-07 6.65271e-07 0 5.26933e-08 1.10126e-07 3.92345e-08 4.29046e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #26 of 1000; initialization seed = 493580251 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 502980 Distortion: 0.045332 Distortions/cluster: 0.000299446 2.80316e-05 3.0597e-05 2.50109e-05 3.44908e-05 1.27749e-35 3.6773e-05 9.71447e-05 1.91514e-05 0.0446389 1.08283e-34 4.2926e-05 4.67043e-05 3.27799e-05 Variance: 7.67558e-06 Variances/cluster: 6.09819e-07 5.62832e-08 7.53561e-08 7.22633e-08 6.09179e-08 0 4.56189e-08 9.97289e-08 6.36054e-08 0.0422886 0 4.47107e-08 2.74699e-06 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #27 of 1000; initialization seed = 493580252 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 557206 Distortion: 0.0133479 Distortions/cluster: 0 6.81933e-05 0.000277999 1.95786e-05 7.75435e-05 2.20401e-05 0.00872182 2.20186e-05 4.05401e-05 3.24168e-05 8.366e-05 4.67043e-05 0.00391362 2.17292e-05 Variance: 2.26005e-06 Variances/cluster: 0 7.6254e-08 1.79339e-06 3.99529e-08 1.12535e-07 4.20572e-08 0.156503 4.1307e-08 7.34365e-08 5.48459e-08 9.74749e-08 2.74699e-06 0.00391989 3.61509e-08 -------------------------------------------------------------- Initialization seed trial #28 of 1000; initialization seed = 493580253 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 53 BIC score: 502813 Distortion: 0.0453285 Distortions/cluster: 2.51186e-05 2.48053e-05 4.67043e-05 1.27749e-35 8.3003e-05 1.94952e-05 4.1867e-05 2.36116e-05 3.48071e-05 1.08283e-34 3.35214e-05 0.0446389 0.000317415 3.92069e-05 Variance: 7.67499e-06 Variances/cluster: 3.8521e-08 4.49329e-08 2.74699e-06 0 1.14162e-07 6.41085e-08 6.26697e-08 6.96288e-08 6.09382e-08 0 6.22874e-08 0.0422886 5.34325e-07 4.16173e-08 -------------------------------------------------------------- Initialization seed trial #29 of 1000; initialization seed = 493580254 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 573156 Distortion: 0.00942884 Distortions/cluster: 4.67839e-05 0.00872182 9.76081e-05 4.67043e-05 2.85345e-05 3.80351e-05 0.000299528 1.27749e-35 1.08283e-34 4.29557e-05 4.07957e-05 3.73047e-05 0 2.87715e-05 Variance: 1.59649e-06 Variances/cluster: 8.44208e-08 0.156503 1.00308e-07 2.74699e-06 5.57265e-08 4.64357e-08 6.17534e-07 0 0 4.4556e-08 6.98334e-08 6.0737e-08 0 7.51155e-08 -------------------------------------------------------------- Initialization seed trial #30 of 1000; initialization seed = 493580255 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 67 BIC score: 557552 Distortion: 0.0133301 Distortions/cluster: 1.98062e-05 0 4.6775e-05 3.88937e-05 0.00391362 3.44908e-05 4.4256e-05 4.67043e-05 2.43786e-05 0.00872182 9.46155e-05 0.000277677 3.42791e-05 3.27527e-05 Variance: 2.25704e-06 Variances/cluster: 6.42853e-08 0 5.0453e-08 7.16218e-08 0.00391989 6.09179e-08 4.4654e-08 2.74699e-06 7.18907e-08 0.156503 1.0151e-07 1.83876e-06 5.79967e-08 6.07463e-08 -------------------------------------------------------------- Initialization seed trial #31 of 1000; initialization seed = 493580256 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 98 BIC score: 503013 Distortion: 0.045332 Distortions/cluster: 2.87034e-05 1.96059e-05 9.48599e-05 0.000297696 4.67043e-05 0.0446389 3.37267e-05 2.78453e-05 1.08283e-34 2.36116e-05 1.27749e-35 3.44908e-05 4.22095e-05 4.36199e-05 Variance: 7.67558e-06 Variances/cluster: 7.51338e-08 6.42612e-08 1.00799e-07 6.57112e-07 2.74699e-06 0.0422886 6.22065e-08 5.4487e-08 0 6.96288e-08 0 6.09179e-08 4.87353e-08 4.44155e-08 -------------------------------------------------------------- Initialization seed trial #32 of 1000; initialization seed = 493580257 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 499545 Distortion: 0.0489761 Distortions/cluster: 0.0446389 4.67043e-05 4.29076e-05 3.70447e-05 3.00803e-05 3.27799e-05 4.81569e-35 0.00391362 3.08605e-05 1.89386e-05 3.44908e-05 9.70233e-05 2.74568e-05 2.52237e-05 Variance: 8.29259e-06 Variances/cluster: 0.0422886 2.74699e-06 4.45522e-08 4.5899e-08 7.57631e-08 6.07967e-08 2.67973e-31 0.00391989 6.08638e-08 6.33195e-08 6.09179e-08 9.98093e-08 5.62588e-08 7.24593e-08 -------------------------------------------------------------- Initialization seed trial #33 of 1000; initialization seed = 493580258 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 498681 Distortion: 0.0492357 Distortions/cluster: 4.90368e-05 3.58899e-05 2.34811e-05 2.50114e-05 1.98207e-05 0.000284539 7.76041e-05 0.00391362 4.67043e-05 2.09776e-05 0.0446389 3.99696e-05 2.2518e-05 3.75865e-05 Variance: 8.33655e-06 Variances/cluster: 8.51064e-08 6.04009e-08 5.5115e-08 4.05982e-08 6.78735e-08 1.40157e-06 1.1599e-07 0.00391989 2.74699e-06 4.59996e-08 0.0422886 6.86544e-08 4.10125e-08 4.07185e-08 -------------------------------------------------------------- Initialization seed trial #34 of 1000; initialization seed = 493580259 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 498643 Distortion: 0.0492357 Distortions/cluster: 2.35463e-05 0.000287296 2.1702e-05 3.73047e-05 2.28165e-05 2.3351e-05 4.67043e-05 0.0446389 3.94494e-05 4.07957e-05 1.827e-05 4.67839e-05 7.51433e-05 0.00391362 Variance: 8.33656e-06 Variances/cluster: 5.84221e-08 1.13998e-06 3.58077e-08 6.0737e-08 4.67512e-08 4.05361e-08 2.74699e-06 0.0422886 4.30632e-08 6.98334e-08 6.74115e-08 8.44208e-08 1.20798e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #35 of 1000; initialization seed = 493580260 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 86 BIC score: 513378 Distortion: 0.0363292 Distortions/cluster: 1.08283e-34 2.21275e-05 2.60888e-05 1.27749e-35 5.18241e-05 4.67043e-05 0.000313359 4.27239e-05 4.66957e-05 2.37044e-35 3.32281e-05 9.32091e-05 0.0356196 3.37304e-05 Variance: 6.15124e-06 Variances/cluster: 0 4.86161e-08 6.13652e-08 0 5.30928e-08 2.74699e-06 4.79102e-07 7.72522e-08 4.51126e-08 0 8.00423e-08 1.01637e-07 0.035575 7.3624e-08 -------------------------------------------------------------- Initialization seed trial #36 of 1000; initialization seed = 493580261 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 8.37767e-05 4.20705e-05 1.27749e-35 1.08283e-34 2.29791e-05 7.95166e-05 2.7094e-05 2.86012e-05 0 0.000297453 4.67043e-05 6.80765e-05 0.00872182 2.16866e-05 Variance: 1.59834e-06 Variances/cluster: 9.74973e-08 4.48473e-08 0 0 3.68804e-08 1.12619e-07 5.30168e-08 7.50627e-08 0 6.63905e-07 2.74699e-06 7.62086e-08 0.156503 4.09915e-08 -------------------------------------------------------------- Initialization seed trial #37 of 1000; initialization seed = 493580262 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 557075 Distortion: 0.0133258 Distortions/cluster: 0.00391362 2.29791e-05 3.58899e-05 3.99696e-05 7.89067e-05 2.73381e-05 2.17332e-05 0.00872182 0.000297176 2.86021e-05 4.90368e-05 4.67043e-05 4.20705e-05 0 Variance: 2.25632e-06 Variances/cluster: 0.00391989 3.68804e-08 6.04009e-08 6.86544e-08 1.11914e-07 5.26699e-08 4.10022e-08 0.156503 6.73814e-07 7.54613e-08 8.51064e-08 2.74699e-06 4.48473e-08 0 -------------------------------------------------------------- Initialization seed trial #38 of 1000; initialization seed = 493580263 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 527449 Distortion: 0.0260196 Distortions/cluster: 0.000118314 2.9111e-05 2.67466e-05 2.09004e-05 0 2.0498e-05 2.01295e-05 7.55066e-05 2.37044e-35 2.54487e-05 0.0214249 0.00391362 4.67043e-05 0.000297681 Variance: 4.40562e-06 Variances/cluster: 1.1023e-07 7.60016e-08 5.275e-08 3.54804e-08 0 4.05063e-08 3.96997e-08 1.16153e-07 0 4.63501e-08 3.18719e-05 0.00391989 2.74699e-06 6.58533e-07 -------------------------------------------------------------- Initialization seed trial #39 of 1000; initialization seed = 493580264 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 573091 Distortion: 0.00943978 Distortions/cluster: 6.81933e-05 2.31056e-05 2.7154e-05 4.67043e-05 2.86012e-05 0 1.08283e-34 0.00872182 0.000297453 2.16866e-05 1.27749e-35 7.95166e-05 8.366e-05 4.18847e-05 Variance: 1.59834e-06 Variances/cluster: 7.6254e-08 3.69647e-08 5.30305e-08 2.74699e-06 7.50627e-08 0 0 0.156503 6.63905e-07 4.09915e-08 0 1.12619e-07 9.74749e-08 4.47925e-08 -------------------------------------------------------------- Initialization seed trial #40 of 1000; initialization seed = 493580265 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 513945 Distortion: 0.0363459 Distortions/cluster: 9.82411e-05 8.366e-05 3.08605e-05 6.81933e-05 3.00803e-05 0.0356196 2.37044e-35 2.74568e-05 1.27749e-35 1.08283e-34 0 0.000307974 4.28824e-05 3.7004e-05 Variance: 6.15406e-06 Variances/cluster: 1.00751e-07 9.74749e-08 6.08638e-08 7.6254e-08 7.57631e-08 0.035575 0 5.62588e-08 0 0 0 1.71076e-05 4.45261e-08 4.59054e-08 -------------------------------------------------------------- Initialization seed trial #41 of 1000; initialization seed = 493580266 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 74 BIC score: 607906 Distortion: 0.0043787 Distortions/cluster: 6.81933e-05 3.08605e-05 9.82411e-05 4.81569e-35 3.7004e-05 9.64317e-35 3.00803e-05 0 4.28824e-05 2.37044e-35 4.67043e-05 8.366e-05 0.00391362 2.74568e-05 Variance: 7.41399e-07 Variances/cluster: 7.6254e-08 6.08638e-08 1.00751e-07 2.67973e-31 4.59054e-08 6.86694e-32 7.57631e-08 0 4.45261e-08 0 2.74699e-06 9.74749e-08 0.00391989 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #42 of 1000; initialization seed = 493580267 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 557534 Distortion: 0.0133246 Distortions/cluster: 0.000307974 4.31034e-05 2.1424e-05 1.51783e-05 0.00391362 4.62472e-05 9.32357e-05 0 2.45642e-05 1.90592e-05 0.00872182 5.11104e-05 4.31422e-05 2.41102e-05 Variance: 2.25611e-06 Variances/cluster: 1.71076e-05 7.72401e-08 7.09182e-08 5.90404e-08 0.00391989 4.50273e-08 1.01334e-07 0 6.41151e-08 4.62452e-08 0.156503 5.27943e-08 6.53614e-08 6.04074e-08 -------------------------------------------------------------- Initialization seed trial #43 of 1000; initialization seed = 493580268 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 502719 Distortion: 0.0453212 Distortions/cluster: 4.17764e-05 2.96461e-05 2.14045e-05 1.08283e-34 2.61719e-05 2.29193e-05 1.27749e-35 7.8852e-05 2.86463e-05 4.05268e-05 3.72578e-05 0.0446389 4.70999e-05 0.000307974 Variance: 7.67375e-06 Variances/cluster: 4.46767e-08 6.24078e-08 4.07665e-08 0 5.31902e-08 3.68435e-08 0 1.11995e-07 7.5181e-08 6.96115e-08 6.07595e-08 0.0422886 8.45331e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #44 of 1000; initialization seed = 493580269 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 51 BIC score: 498611 Distortion: 0.0492289 Distortions/cluster: 3.44908e-05 3.28638e-05 0.00391362 4.20705e-05 2.43786e-05 2.17412e-05 2.86012e-05 2.29791e-05 1.96949e-05 0.0446389 2.7094e-05 4.67043e-05 0.000297453 7.82999e-05 Variance: 8.33541e-06 Variances/cluster: 6.09179e-08 6.08393e-08 0.00391989 4.48473e-08 7.18907e-08 4.10172e-08 7.50627e-08 3.68804e-08 6.41321e-08 0.0422886 5.30168e-08 2.74699e-06 6.63905e-07 1.1137e-07 -------------------------------------------------------------- Initialization seed trial #45 of 1000; initialization seed = 493580270 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 557444 Distortion: 0.0133242 Distortions/cluster: 3.00268e-05 0.00391362 3.25794e-05 2.97647e-05 0.000301126 2.22907e-05 0.00872182 2.27887e-05 3.28124e-05 1.93288e-05 6.76894e-05 8.366e-05 4.67043e-05 0 Variance: 2.25605e-06 Variances/cluster: 7.58193e-08 0.00391989 4.55616e-08 6.11135e-08 2.55162e-06 3.62998e-08 0.156503 4.84822e-08 3.86905e-08 3.96044e-08 7.57754e-08 9.74749e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #46 of 1000; initialization seed = 493580271 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 2.7094e-05 0.000297453 4.67043e-05 8.37767e-05 2.29791e-05 0 7.95166e-05 6.80765e-05 2.86012e-05 2.16866e-05 1.08283e-34 0.00872182 1.27749e-35 4.20705e-05 Variance: 1.59834e-06 Variances/cluster: 5.30168e-08 6.63905e-07 2.74699e-06 9.74973e-08 3.68804e-08 0 1.12619e-07 7.62086e-08 7.50627e-08 4.09915e-08 0 0.156503 0 4.48473e-08 -------------------------------------------------------------- Initialization seed trial #47 of 1000; initialization seed = 493580272 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 557210 Distortion: 0.0133164 Distortions/cluster: 3.93613e-05 3.69625e-05 3.37267e-05 3.96282e-05 3.44908e-05 0.00391362 3.79002e-05 2.36116e-05 2.18112e-05 0.000307974 8.58408e-05 1.96059e-05 0.00872182 0 Variance: 2.25472e-06 Variances/cluster: 7.65724e-08 5.75683e-08 6.22065e-08 4.37842e-08 6.09179e-08 0.00391989 6.03455e-08 6.96288e-08 3.59879e-08 1.71076e-05 1.02304e-07 6.42612e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #48 of 1000; initialization seed = 493580273 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 86 BIC score: 557076 Distortion: 0.0133258 Distortions/cluster: 0.00872182 3.73047e-05 4.20705e-05 4.67839e-05 4.07957e-05 2.7094e-05 0.00391362 7.89067e-05 4.67043e-05 2.16866e-05 2.86012e-05 0.000297453 2.29791e-05 0 Variance: 2.25632e-06 Variances/cluster: 0.156503 6.0737e-08 4.48473e-08 8.44208e-08 6.98334e-08 5.30168e-08 0.00391989 1.11914e-07 2.74699e-06 4.09915e-08 7.50627e-08 6.63905e-07 3.68804e-08 0 -------------------------------------------------------------- Initialization seed trial #49 of 1000; initialization seed = 493580274 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 8.01568e-05 0.0446389 2.14045e-05 2.96461e-05 1.08283e-34 2.29193e-05 2.86463e-05 4.10797e-05 1.27749e-35 6.80765e-05 4.67043e-05 4.81569e-35 2.61719e-05 8.37767e-05 Variance: 7.63419e-06 Variances/cluster: 1.13526e-07 0.0422886 4.07665e-08 6.24078e-08 0 3.68435e-08 7.5181e-08 4.39787e-08 0 7.62086e-08 2.74699e-06 2.67973e-31 5.31902e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #50 of 1000; initialization seed = 493580275 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 514261 Distortion: 0.0360846 Distortions/cluster: 2.37044e-35 1.08283e-34 2.74568e-05 4.81569e-35 4.29076e-05 9.81749e-05 1.27749e-35 3.70447e-05 6.80765e-05 3.00803e-05 4.67043e-05 3.08605e-05 8.37767e-05 0.0356196 Variance: 6.10983e-06 Variances/cluster: 0 0 5.62588e-08 2.67973e-31 4.45522e-08 1.00787e-07 0 4.5899e-08 7.62086e-08 7.57631e-08 2.74699e-06 6.08638e-08 9.74973e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #51 of 1000; initialization seed = 493580276 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 502946 Distortion: 0.0453353 Distortions/cluster: 9.52478e-05 3.41628e-05 2.7932e-05 4.30249e-05 2.62273e-05 0.0446389 3.33079e-05 4.18954e-05 1.08283e-34 0.000297696 1.27749e-35 4.67043e-05 2.1474e-05 2.87034e-05 Variance: 7.67614e-06 Variances/cluster: 9.99363e-08 7.4731e-08 5.45499e-08 4.44433e-08 6.12585e-08 0.0422886 8.00416e-08 4.83726e-08 0 6.57112e-07 0 2.74699e-06 4.74936e-08 7.51338e-08 -------------------------------------------------------------- Initialization seed trial #52 of 1000; initialization seed = 493580277 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 557074 Distortion: 0.0133258 Distortions/cluster: 0 7.87748e-05 4.07957e-05 0.000297453 4.67043e-05 2.17412e-05 3.92239e-05 2.86012e-05 3.73047e-05 2.58452e-05 4.67839e-05 2.7154e-05 0.00391362 0.00872182 Variance: 2.25632e-06 Variances/cluster: 0 1.12045e-07 6.98334e-08 6.63905e-07 2.74699e-06 4.10172e-08 4.1947e-08 7.50627e-08 6.0737e-08 4.12815e-08 8.44208e-08 5.30305e-08 0.00391989 0.156503 -------------------------------------------------------------- Initialization seed trial #53 of 1000; initialization seed = 493580278 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 604671 Distortion: 0.00461718 Distortions/cluster: 4.90368e-05 0.000317415 2.53095e-05 3.64426e-05 4.26139e-05 4.67043e-05 0 7.95758e-05 2.46265e-05 0.00391362 3.99696e-05 9.64317e-35 2.37044e-35 4.1867e-05 Variance: 7.81778e-07 Variances/cluster: 8.51064e-08 5.34325e-07 3.86952e-08 6.12281e-08 4.51858e-08 2.74699e-06 0 1.09599e-07 4.47712e-08 0.00391989 6.86544e-08 6.86694e-32 0 6.26697e-08 -------------------------------------------------------------- Initialization seed trial #54 of 1000; initialization seed = 493580279 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 88 BIC score: 498979 Distortion: 0.0492385 Distortions/cluster: 4.67043e-05 1.19718e-05 4.36199e-05 2.78453e-05 2.4081e-05 4.22095e-05 2.94601e-05 2.87034e-05 0.0446389 0.00391362 9.48599e-05 1.27517e-05 2.6026e-05 0.000297696 Variance: 8.33703e-06 Variances/cluster: 2.74699e-06 5.56649e-08 4.44155e-08 5.4487e-08 7.10133e-08 4.87353e-08 5.92563e-08 7.51338e-08 0.0422886 0.00391989 1.00799e-07 5.22441e-08 5.70561e-08 6.57112e-07 -------------------------------------------------------------- Initialization seed trial #55 of 1000; initialization seed = 493580280 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 557033 Distortion: 0.0133469 Distortions/cluster: 6.81933e-05 0.00872182 2.14146e-05 7.45856e-05 4.67043e-05 0.00391362 2.49518e-05 2.89397e-05 0.000300177 2.07818e-05 8.366e-05 2.29491e-05 0 1.90621e-05 Variance: 2.25988e-06 Variances/cluster: 7.6254e-08 0.156503 4.00983e-08 1.16348e-07 2.74699e-06 0.00391989 5.29715e-08 6.07928e-08 7.52264e-07 3.53391e-08 9.74749e-08 4.23378e-08 0 3.9381e-08 -------------------------------------------------------------- Initialization seed trial #56 of 1000; initialization seed = 493580281 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 74 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 1.27749e-35 4.81569e-35 2.86463e-05 1.08283e-34 6.81933e-05 4.67043e-05 2.61719e-05 8.366e-05 2.14045e-05 0.0446389 4.10797e-05 2.29193e-05 2.96461e-05 8.01568e-05 Variance: 7.63419e-06 Variances/cluster: 0 2.67973e-31 7.5181e-08 0 7.6254e-08 2.74699e-06 5.31902e-08 9.74749e-08 4.07665e-08 0.0422886 4.39787e-08 3.68435e-08 6.24078e-08 1.13526e-07 -------------------------------------------------------------- Initialization seed trial #57 of 1000; initialization seed = 493580282 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 83 BIC score: 518494 Distortion: 0.0320634 Distortions/cluster: 3.1227e-05 3.33197e-05 2.24563e-05 1.27749e-35 2.90536e-05 0.00998646 0.0214289 0.000113752 2.39886e-05 2.95988e-05 0.000300791 0 4.29072e-05 2.09325e-05 Variance: 5.42896e-06 Variances/cluster: 4.31871e-08 3.8967e-08 3.64508e-08 0 7.60505e-08 0.185417 3.07344e-05 1.08611e-07 4.94565e-08 6.24396e-08 1.87971e-05 0 3.40492e-07 4.32447e-08 -------------------------------------------------------------- Initialization seed trial #58 of 1000; initialization seed = 493580283 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 687226 Distortion: 0.000731081 Distortions/cluster: 0 6.81933e-05 3.6642e-05 2.45493e-05 1.27749e-35 8.366e-05 2.37044e-35 3.74432e-05 0.000309691 3.75684e-05 4.67043e-05 1.08283e-34 8.663e-05 9.64317e-35 Variance: 1.23786e-07 Variances/cluster: 0 7.6254e-08 5.7427e-08 4.05727e-08 0 9.74749e-08 0 4.10525e-08 5.95511e-07 6.01044e-08 2.74699e-06 0 1.03491e-07 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #59 of 1000; initialization seed = 493580284 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 498368 Distortion: 0.0492277 Distortions/cluster: 2.07833e-05 3.58899e-05 2.06726e-05 2.92997e-05 0.00391362 2.0035e-05 0.000307974 3.99696e-05 0.0446389 7.34631e-05 2.49718e-05 2.32077e-05 2.98939e-05 4.90368e-05 Variance: 8.33521e-06 Variances/cluster: 3.53417e-08 6.04009e-08 4.05309e-08 6.10362e-08 0.00391989 3.97484e-08 1.71076e-05 6.86544e-08 0.0422886 1.18287e-07 5.30138e-08 4.10717e-08 7.58668e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #60 of 1000; initialization seed = 493580285 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 573025 Distortion: 0.00941674 Distortions/cluster: 0.00872182 0 8.03531e-05 4.72422e-05 4.19863e-05 2.51849e-05 0.000307974 2.46832e-05 4.26139e-05 3.73047e-05 1.08283e-34 4.07957e-05 4.67839e-05 1.27749e-35 Variance: 1.59444e-06 Variances/cluster: 0.156503 0 1.09762e-07 8.00651e-08 6.27544e-08 3.85636e-08 1.71076e-05 4.5038e-08 4.51858e-08 6.0737e-08 0 6.98334e-08 8.44208e-08 0 -------------------------------------------------------------- Initialization seed trial #61 of 1000; initialization seed = 493580286 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 604825 Distortion: 0.00462064 Distortions/cluster: 9.64317e-35 2.37044e-35 9.76081e-05 3.73047e-05 0 0.00391362 4.67043e-05 4.07957e-05 3.80351e-05 2.85345e-05 4.67839e-05 0.000299528 4.29557e-05 2.87715e-05 Variance: 7.82364e-07 Variances/cluster: 6.86694e-32 0 1.00308e-07 6.0737e-08 0 0.00391989 2.74699e-06 6.98334e-08 4.64357e-08 5.57265e-08 8.44208e-08 6.17534e-07 4.4556e-08 7.51155e-08 -------------------------------------------------------------- Initialization seed trial #62 of 1000; initialization seed = 493580287 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 558624 Distortion: 0.013073 Distortions/cluster: 0.00391362 4.67043e-05 4.29272e-05 2.83349e-05 3.58899e-05 9.86505e-05 3.45357e-05 3.99696e-05 3.12744e-05 0 4.81569e-35 0.00872182 3.02112e-05 4.90368e-05 Variance: 2.21351e-06 Variances/cluster: 0.00391989 2.74699e-06 4.47585e-08 5.72371e-08 6.04009e-08 9.98397e-08 4.43853e-08 6.86544e-08 6.06044e-08 0 2.67973e-31 0.156503 7.57112e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #63 of 1000; initialization seed = 493580288 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 502949 Distortion: 0.045312 Distortions/cluster: 3.99696e-05 0.000300632 1.08283e-34 3.88808e-05 3.38937e-05 4.90368e-05 1.27749e-35 4.67043e-05 3.91365e-05 0.0446389 3.53035e-05 2.06719e-05 3.27258e-05 3.60924e-05 Variance: 7.67219e-06 Variances/cluster: 6.86544e-08 2.56921e-06 0 4.68968e-08 5.40517e-08 8.51064e-08 0 2.74699e-06 7.6582e-08 0.0422886 5.95142e-08 3.51523e-08 3.85884e-08 5.85866e-08 -------------------------------------------------------------- Initialization seed trial #64 of 1000; initialization seed = 493580289 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 498377 Distortion: 0.0492358 Distortions/cluster: 1.86658e-05 3.73047e-05 2.19295e-05 2.28673e-05 2.65995e-05 7.4304e-05 2.13118e-05 4.67839e-05 4.67043e-05 4.07957e-05 0.0002974 2.86012e-05 0.0446389 0.00391362 Variance: 8.33657e-06 Variances/cluster: 3.88028e-08 6.0737e-08 4.06816e-08 4.25005e-08 5.26676e-08 1.15011e-07 3.5694e-08 8.44208e-08 2.74699e-06 6.98334e-08 6.65271e-07 7.50627e-08 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #65 of 1000; initialization seed = 493580290 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 502930 Distortion: 0.0453352 Distortions/cluster: 2.87715e-05 0.0446389 9.66205e-05 1.27749e-35 3.20268e-05 4.29557e-05 2.31726e-05 0.000299528 1.08283e-34 2.85345e-05 2.67265e-05 4.67043e-05 3.80351e-05 3.3242e-05 Variance: 7.67613e-06 Variances/cluster: 7.51155e-08 0.0422886 9.94973e-08 0 7.98418e-08 4.4556e-08 5.00327e-08 6.17534e-07 0 5.57265e-08 6.11389e-08 2.74699e-06 4.64357e-08 7.35211e-08 -------------------------------------------------------------- Initialization seed trial #66 of 1000; initialization seed = 493580291 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 502703 Distortion: 0.0453293 Distortions/cluster: 4.67043e-05 3.73047e-05 3.85916e-05 1.08283e-34 2.87034e-05 1.27749e-35 4.67839e-05 2.29829e-05 2.52487e-05 0.000298141 2.71031e-05 4.07957e-05 0.0446389 7.80233e-05 Variance: 7.67513e-06 Variances/cluster: 2.74699e-06 6.0737e-08 4.11827e-08 0 7.51338e-08 0 8.44208e-08 3.68864e-08 4.22886e-08 6.4808e-07 5.3243e-08 6.98334e-08 0.0422886 1.24428e-07 -------------------------------------------------------------- Initialization seed trial #67 of 1000; initialization seed = 493580292 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 513263 Distortion: 0.0363266 Distortions/cluster: 2.96543e-05 3.99696e-05 2.87959e-05 4.90368e-05 9.76722e-05 4.67043e-05 2.37044e-35 0.000298988 1.08283e-34 3.58899e-05 3.7643e-05 4.2689e-05 0.0356196 1.27749e-35 Variance: 6.15079e-06 Variances/cluster: 7.56427e-08 6.86544e-08 5.61273e-08 8.51064e-08 1.0027e-07 2.74699e-06 0 6.18973e-07 0 6.04009e-08 4.62393e-08 4.44638e-08 0.035575 0 -------------------------------------------------------------- Initialization seed trial #68 of 1000; initialization seed = 493580293 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 573266 Distortion: 0.00942239 Distortions/cluster: 0 4.22437e-05 1.08283e-34 4.45648e-05 4.72422e-05 9.41759e-05 2.25503e-05 3.29062e-05 3.33669e-05 0.000307974 4.91981e-05 1.27749e-35 2.63467e-05 0.00872182 Variance: 1.59539e-06 Variances/cluster: 0 6.36145e-08 0 4.47847e-08 8.00651e-08 1.01147e-07 4.94365e-08 8.00384e-08 7.315e-08 1.71076e-05 5.15647e-08 0 6.12513e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #69 of 1000; initialization seed = 493580294 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 17 BIC score: 557085 Distortion: 0.0133177 Distortions/cluster: 2.27752e-05 4.07957e-05 0.000307974 0 4.67839e-05 7.87748e-05 4.11199e-05 0.00872182 2.95451e-05 2.99459e-05 2.59025e-05 3.73047e-05 0.00391362 2.13489e-05 Variance: 2.25495e-06 Variances/cluster: 3.65531e-08 6.98334e-08 1.71076e-05 0 8.44208e-08 1.12045e-07 4.445e-08 0.156503 6.10386e-08 7.58063e-08 5.39587e-08 6.0737e-08 0.00391989 4.07383e-08 -------------------------------------------------------------- Initialization seed trial #70 of 1000; initialization seed = 493580295 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 557488 Distortion: 0.0133135 Distortions/cluster: 4.67043e-05 3.62143e-05 4.67839e-05 0 0.000299154 4.07957e-05 0.00872182 4.87998e-05 3.72413e-05 3.0599e-05 0.00391362 3.67128e-05 2.87715e-05 2.62813e-05 Variance: 2.25423e-06 Variances/cluster: 2.74699e-06 2.96805e-07 8.44208e-08 0 6.25794e-07 6.98334e-08 0.156503 4.89914e-08 4.0876e-08 4.17971e-08 0.00391989 5.98708e-08 7.51155e-08 5.11263e-08 -------------------------------------------------------------- Initialization seed trial #71 of 1000; initialization seed = 493580296 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 499537 Distortion: 0.0489761 Distortions/cluster: 0.00391362 4.27879e-05 3.40797e-05 2.78271e-05 3.10082e-05 0.0446389 3.27799e-05 3.11938e-05 3.44908e-05 2.51848e-05 4.81569e-35 4.67043e-05 9.84776e-05 1.89788e-05 Variance: 8.29259e-06 Variances/cluster: 0.00391989 4.47065e-08 4.40826e-08 5.74887e-08 7.56237e-08 0.0422886 6.07967e-08 6.02148e-08 6.09179e-08 7.23474e-08 2.67973e-31 2.74699e-06 9.92628e-08 6.34539e-08 -------------------------------------------------------------- Initialization seed trial #72 of 1000; initialization seed = 493580297 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 557435 Distortion: 0.0133268 Distortions/cluster: 3.78274e-05 3.14729e-05 8.33627e-05 0.00391362 0.00872182 0 2.2366e-05 2.86012e-05 3.32995e-05 2.4344e-05 1.97726e-05 6.6306e-05 4.67043e-05 0.000297331 Variance: 2.25649e-06 Variances/cluster: 3.00181e-07 4.33474e-08 9.73555e-08 0.00391989 0.156503 0 3.63634e-08 7.50627e-08 3.8989e-08 4.84897e-08 4.03484e-08 7.43933e-08 2.74699e-06 6.66606e-07 -------------------------------------------------------------- Initialization seed trial #73 of 1000; initialization seed = 493580298 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 502733 Distortion: 0.0453417 Distortions/cluster: 1.27749e-35 2.58759e-05 1.08283e-34 1.9155e-05 6.81933e-05 0.0446389 2.94324e-05 0.000307974 2.86463e-05 7.41654e-05 8.366e-05 2.20807e-05 2.08885e-05 2.2675e-05 Variance: 7.67722e-06 Variances/cluster: 0 5.26956e-08 0 3.94914e-08 7.6254e-08 0.0422886 6.24842e-08 1.71076e-05 7.5181e-08 1.18844e-07 9.74749e-08 4.13459e-08 3.54603e-08 4.05596e-08 -------------------------------------------------------------- Initialization seed trial #74 of 1000; initialization seed = 493580299 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 54 BIC score: 498807 Distortion: 0.0492279 Distortions/cluster: 0.000300791 2.9099e-05 2.43221e-05 6.73163e-05 2.05094e-05 8.366e-05 2.86613e-05 1.6469e-05 0.00391362 0.0446389 1.80728e-05 1.62792e-05 2.96888e-05 4.04593e-05 Variance: 8.33523e-06 Variances/cluster: 1.87971e-05 6.13853e-08 5.17444e-08 7.54422e-08 3.51147e-08 9.74749e-08 4.20217e-08 3.5877e-08 0.00391989 0.0422886 3.82862e-08 3.36317e-08 7.57307e-08 3.37121e-07 -------------------------------------------------------------- Initialization seed trial #75 of 1000; initialization seed = 493580300 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 604708 Distortion: 0.00463158 Distortions/cluster: 0 0.000297453 2.29128e-05 6.81933e-05 2.17412e-05 8.01568e-05 4.14403e-05 4.67043e-05 2.7094e-05 8.366e-05 2.37044e-35 0.00391362 2.86012e-05 9.64317e-35 Variance: 7.84216e-07 Variances/cluster: 0 6.63905e-07 3.6833e-08 7.6254e-08 4.10172e-08 1.13526e-07 4.41755e-08 2.74699e-06 5.30168e-08 9.74749e-08 0 0.00391989 7.50627e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #76 of 1000; initialization seed = 493580301 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 513245 Distortion: 0.0363375 Distortions/cluster: 4.18847e-05 2.16866e-05 7.95166e-05 6.81933e-05 4.67043e-05 8.366e-05 2.31056e-05 2.37044e-35 1.08283e-34 1.27749e-35 2.86012e-05 0.0356196 0.000297453 2.7154e-05 Variance: 6.15264e-06 Variances/cluster: 4.47925e-08 4.09915e-08 1.12619e-07 7.6254e-08 2.74699e-06 9.74749e-08 3.69647e-08 0 0 0 7.50627e-08 0.035575 6.63905e-07 5.30305e-08 -------------------------------------------------------------- Initialization seed trial #77 of 1000; initialization seed = 493580302 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 4.07957e-05 2.16866e-05 2.29791e-05 4.67839e-05 1.27749e-35 3.73047e-05 2.7094e-05 4.67043e-05 1.08283e-34 2.86012e-05 4.20705e-05 7.89067e-05 0.000297453 0.0446389 Variance: 7.67513e-06 Variances/cluster: 6.98334e-08 4.09915e-08 3.68804e-08 8.44208e-08 0 6.0737e-08 5.30168e-08 2.74699e-06 0 7.50627e-08 4.48473e-08 1.11914e-07 6.63905e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #78 of 1000; initialization seed = 493580303 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 528550 Distortion: 0.0257573 Distortions/cluster: 0 7.91878e-05 2.71931e-05 2.29829e-05 2.97415e-05 0.00391362 0.000117982 4.67043e-05 2.90536e-05 2.63314e-05 0.0214261 2.37044e-35 4.81569e-35 3.84321e-05 Variance: 4.36122e-06 Variances/cluster: 0 1.24107e-07 4.59299e-08 3.68864e-08 6.2346e-08 0.00391989 1.10126e-07 2.74699e-06 7.60505e-08 5.32975e-08 3.1685e-05 0 2.67973e-31 4.11003e-08 -------------------------------------------------------------- Initialization seed trial #79 of 1000; initialization seed = 493580304 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 53 BIC score: 557197 Distortion: 0.0133164 Distortions/cluster: 4.26139e-05 1.89386e-05 4.19863e-05 4.72422e-05 3.44908e-05 7.98017e-05 0.000307974 2.52237e-05 0 3.27799e-05 2.51849e-05 0.00391362 2.46832e-05 0.00872182 Variance: 2.25472e-06 Variances/cluster: 4.51858e-08 6.33195e-08 6.27544e-08 8.00651e-08 6.09179e-08 1.09158e-07 1.71076e-05 7.24593e-08 0 6.07967e-08 3.85636e-08 0.00391989 4.5038e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #80 of 1000; initialization seed = 493580305 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 77 BIC score: 573332 Distortion: 0.00942821 Distortions/cluster: 0.000313359 2.53737e-05 4.27239e-05 9.36493e-05 1.27749e-35 3.48071e-05 4.66957e-05 5.18241e-05 0 1.86216e-05 4.67043e-05 0.00872182 3.26327e-05 1.08283e-34 Variance: 1.59638e-06 Variances/cluster: 4.79102e-07 7.24737e-08 7.72522e-08 1.02005e-07 0 6.09382e-08 4.51126e-08 5.30928e-08 0 6.31039e-08 2.74699e-06 0.156503 6.08624e-08 0 -------------------------------------------------------------- Initialization seed trial #81 of 1000; initialization seed = 493580306 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 518494 Distortion: 0.0320634 Distortions/cluster: 0 2.32072e-05 4.42496e-05 2.95971e-05 3.09579e-05 0.000300791 0.0214219 2.24e-05 3.30061e-05 1.27749e-35 2.18918e-05 0.000118617 0.00998646 3.03016e-05 Variance: 5.42895e-06 Variances/cluster: 0 4.91633e-08 3.42978e-07 6.102e-08 4.31131e-08 1.87971e-05 3.22513e-05 3.64186e-08 3.87817e-08 0 4.51331e-08 1.10306e-07 0.185417 7.67067e-08 -------------------------------------------------------------- Initialization seed trial #82 of 1000; initialization seed = 493580307 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 688483 Distortion: 0.000711322 Distortions/cluster: 4.08682e-05 0 1.08283e-34 3.58899e-05 9.53521e-05 4.82377e-05 0.000307974 4.94716e-05 4.90368e-05 4.4522e-05 9.64317e-35 3.99696e-05 2.37044e-35 1.27749e-35 Variance: 1.20441e-07 Variances/cluster: 6.32579e-08 0 0 6.04009e-08 1.01863e-07 5.11478e-08 1.71076e-05 8.03046e-08 8.51064e-08 4.47417e-08 6.86694e-32 6.86544e-08 0 0 -------------------------------------------------------------- Initialization seed trial #83 of 1000; initialization seed = 493580308 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 557465 Distortion: 0.0133174 Distortions/cluster: 8.366e-05 0 6.73163e-05 2.97647e-05 0.000300791 3.07336e-05 3.00268e-05 2.22203e-05 0.00872182 2.51196e-05 1.89607e-05 3.28826e-05 0.00391362 4.04593e-05 Variance: 2.25489e-06 Variances/cluster: 9.74749e-08 0 7.54422e-08 6.11135e-08 1.87971e-05 4.32221e-08 7.58193e-08 3.62443e-08 0.156503 5.28786e-08 3.89299e-08 3.87276e-08 0.00391989 3.37121e-07 -------------------------------------------------------------- Initialization seed trial #84 of 1000; initialization seed = 493580309 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 14 BIC score: 498593 Distortion: 0.0492208 Distortions/cluster: 0.000307974 2.26308e-05 4.06743e-05 7.66999e-05 2.34655e-05 3.44908e-05 0.00391362 3.27527e-05 2.57807e-05 2.95558e-05 3.00268e-05 1.98062e-05 0.0446389 2.43786e-05 Variance: 8.33403e-06 Variances/cluster: 1.71076e-05 3.6556e-08 4.3685e-08 1.16378e-07 4.1528e-08 6.09179e-08 0.00391989 6.07463e-08 5.3817e-08 6.10607e-08 7.58193e-08 6.42853e-08 0.0422886 7.18907e-08 -------------------------------------------------------------- Initialization seed trial #85 of 1000; initialization seed = 493580310 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 502735 Distortion: 0.0453417 Distortions/cluster: 2.98108e-05 2.04286e-05 2.0783e-05 8.366e-05 2.49664e-05 2.90584e-05 1.27749e-35 0.0446389 1.08283e-34 2.05548e-05 6.81933e-05 7.65736e-05 0.000307974 2.07643e-05 Variance: 7.67722e-06 Variances/cluster: 7.58485e-08 4.02895e-08 3.98869e-08 9.74749e-08 5.27783e-08 6.11706e-08 0 0.0422886 0 3.96011e-08 7.6254e-08 1.1601e-07 1.71076e-05 3.54298e-08 -------------------------------------------------------------- Initialization seed trial #86 of 1000; initialization seed = 493580311 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 59 BIC score: 557359 Distortion: 0.0133202 Distortions/cluster: 3.00803e-05 0.00391362 3.37267e-05 0.000307974 3.44908e-05 2.36116e-05 4.29076e-05 0.00872182 3.08605e-05 1.96059e-05 0 3.70447e-05 9.70233e-05 2.74568e-05 Variance: 2.25537e-06 Variances/cluster: 7.57631e-08 0.00391989 6.22065e-08 1.71076e-05 6.09179e-08 6.96288e-08 4.45522e-08 0.156503 6.08638e-08 6.42612e-08 0 4.5899e-08 9.98093e-08 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #87 of 1000; initialization seed = 493580312 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 504026 Distortion: 0.045075 Distortions/cluster: 3.06988e-05 3.7039e-05 2.93598e-05 6.73163e-05 1.27749e-35 3.70588e-05 0.0446389 8.366e-05 1.08283e-34 4.81569e-35 3.00803e-05 2.55374e-05 4.86091e-05 4.67043e-05 Variance: 7.63207e-06 Variances/cluster: 6.07847e-08 2.98666e-07 4.10006e-08 7.54422e-08 0 4.08101e-08 0.0422886 9.74749e-08 0 2.67973e-31 7.57631e-08 5.19006e-08 4.88491e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #88 of 1000; initialization seed = 493580313 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 502835 Distortion: 0.0453198 Distortions/cluster: 0.0446389 3.77449e-05 1.27749e-35 3.7205e-05 2.36116e-05 1.08283e-34 2.14667e-05 3.93613e-05 8.57833e-05 3.35214e-05 3.99423e-05 0.000307974 3.48071e-05 1.94952e-05 Variance: 7.67352e-06 Variances/cluster: 0.0422886 6.02903e-08 0 5.76767e-08 6.96288e-08 0 3.58333e-08 7.65724e-08 1.02358e-07 6.22874e-08 4.37925e-08 1.71076e-05 6.09382e-08 6.41085e-08 -------------------------------------------------------------- Initialization seed trial #89 of 1000; initialization seed = 493580314 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 20 BIC score: 572963 Distortion: 0.00943704 Distortions/cluster: 6.80765e-05 1.27749e-35 8.37767e-05 0 0.000307974 7.81338e-05 2.33789e-05 0.00872182 1.99553e-05 2.17177e-05 1.08283e-34 2.30533e-05 4.19152e-05 4.72422e-05 Variance: 1.59787e-06 Variances/cluster: 7.62086e-08 0 9.74973e-08 0 1.71076e-05 1.11929e-07 3.77036e-08 0.156503 4.07215e-08 4.07426e-08 0 4.30861e-08 6.26481e-08 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #90 of 1000; initialization seed = 493580315 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 502718 Distortion: 0.0453293 Distortions/cluster: 2.86012e-05 4.67043e-05 7.89067e-05 4.90368e-05 2.7094e-05 0.0446389 3.58899e-05 2.29791e-05 3.99696e-05 1.08283e-34 1.27749e-35 2.16866e-05 0.000297453 4.20705e-05 Variance: 7.67513e-06 Variances/cluster: 7.50627e-08 2.74699e-06 1.11914e-07 8.51064e-08 5.30168e-08 0.0422886 6.04009e-08 3.68804e-08 6.86544e-08 0 0 4.09915e-08 6.63905e-07 4.48473e-08 -------------------------------------------------------------- Initialization seed trial #91 of 1000; initialization seed = 493580316 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 62 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 6.81933e-05 1.27749e-35 8.366e-05 1.08283e-34 2.14045e-05 2.61719e-05 4.10797e-05 2.29193e-05 8.01568e-05 0.0446389 2.96461e-05 2.86463e-05 4.81569e-35 4.67043e-05 Variance: 7.63419e-06 Variances/cluster: 7.6254e-08 0 9.74749e-08 0 4.07665e-08 5.31902e-08 4.39787e-08 3.68435e-08 1.13526e-07 0.0422886 6.24078e-08 7.5181e-08 2.67973e-31 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #92 of 1000; initialization seed = 493580317 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 499638 Distortion: 0.0489746 Distortions/cluster: 2.95988e-05 2.35247e-05 4.81569e-35 3.33853e-05 2.2302e-05 3.78274e-05 6.6306e-05 3.11248e-05 1.92403e-05 0.00391362 2.86463e-05 8.33627e-05 0.0446389 4.67043e-05 Variance: 8.29234e-06 Variances/cluster: 6.24396e-08 4.86004e-08 2.67973e-31 3.89981e-08 3.63182e-08 3.00181e-07 7.43933e-08 4.31652e-08 3.98312e-08 0.00391989 7.5181e-08 9.73555e-08 0.0422886 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #93 of 1000; initialization seed = 493580318 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 20 BIC score: 508022 Distortion: 0.0402236 Distortions/cluster: 2.37044e-35 0.0356196 4.67043e-05 2.14519e-05 2.87715e-05 4.67839e-05 4.07957e-05 4.1864e-05 7.8852e-05 3.73047e-05 0.000298073 0.00391362 2.29193e-05 2.68664e-05 Variance: 6.81063e-06 Variances/cluster: 0 0.035575 2.74699e-06 4.07791e-08 7.51155e-08 8.44208e-08 6.98334e-08 4.47225e-08 1.11995e-07 6.0737e-08 6.49343e-07 0.00391989 3.68435e-08 5.3196e-08 -------------------------------------------------------------- Initialization seed trial #94 of 1000; initialization seed = 493580319 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 573344 Distortion: 0.00941909 Distortions/cluster: 4.91981e-05 4.45648e-05 1.08283e-34 4.72422e-05 3.44908e-05 4.22437e-05 2.51159e-05 3.27799e-05 1.27749e-35 0 0.00872182 1.90462e-05 9.46155e-05 0.000307974 Variance: 1.59483e-06 Variances/cluster: 5.15647e-08 4.47847e-08 0 8.00651e-08 6.09179e-08 6.36145e-08 7.23574e-08 6.07967e-08 0 0 0.156503 6.34671e-08 1.0151e-07 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #95 of 1000; initialization seed = 493580320 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 81 BIC score: 513111 Distortion: 0.0363348 Distortions/cluster: 1.27749e-35 4.70304e-05 8.366e-05 6.81933e-05 7.89272e-05 0.000307974 2.29516e-05 4.1844e-05 0.0356196 1.9936e-05 1.08283e-34 2.2116e-05 2.37044e-35 2.25955e-05 Variance: 6.15218e-06 Variances/cluster: 0 7.99773e-08 9.74749e-08 7.6254e-08 1.10843e-07 1.71076e-05 3.72548e-08 6.26353e-08 0.035575 4.0682e-08 0 4.11807e-08 0 4.31171e-08 -------------------------------------------------------------- Initialization seed trial #96 of 1000; initialization seed = 493580321 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 557602 Distortion: 0.0133285 Distortions/cluster: 0 3.07903e-05 3.23738e-05 3.42212e-05 4.67043e-05 2.17811e-05 3.78274e-05 3.94347e-05 2.25667e-05 0.00872182 0.000277677 6.6306e-05 8.33627e-05 0.00391362 Variance: 2.25677e-06 Variances/cluster: 0 5.23599e-08 4.32767e-08 3.95586e-08 2.74699e-06 4.29567e-08 3.00181e-07 7.3293e-08 3.65707e-08 0.156503 1.83876e-06 7.43933e-08 9.73555e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #97 of 1000; initialization seed = 493580322 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 507887 Distortion: 0.0402208 Distortions/cluster: 2.30533e-05 4.07957e-05 2.01063e-05 4.19152e-05 0.000307974 0.00391362 0.0356196 4.67839e-05 3.73047e-05 2.37044e-35 2.33118e-05 4.72422e-05 2.16338e-05 7.75296e-05 Variance: 6.81016e-06 Variances/cluster: 4.30861e-08 6.98334e-08 4.06974e-08 6.26481e-08 1.71076e-05 0.00391989 0.035575 8.44208e-08 6.0737e-08 0 3.7656e-08 8.00651e-08 4.08149e-08 1.11223e-07 -------------------------------------------------------------- Initialization seed trial #98 of 1000; initialization seed = 493580323 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 69 BIC score: 503848 Distortion: 0.045075 Distortions/cluster: 4.31034e-05 3.44908e-05 4.67043e-05 9.41233e-05 1.98062e-05 4.81569e-35 3.27527e-05 2.43786e-05 4.64237e-05 4.31422e-05 1.27749e-35 5.11104e-05 0.0446389 1.08283e-34 Variance: 7.63206e-06 Variances/cluster: 7.72401e-08 6.09179e-08 2.74699e-06 1.0241e-07 6.42853e-08 2.67973e-31 6.07463e-08 7.18907e-08 4.50675e-08 6.53614e-08 0 5.27943e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #99 of 1000; initialization seed = 493580324 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 604825 Distortion: 0.00462064 Distortions/cluster: 2.85345e-05 4.29557e-05 3.80351e-05 4.67043e-05 2.87715e-05 0 9.76081e-05 4.67839e-05 0.000299528 2.37044e-35 9.64317e-35 0.00391362 3.73047e-05 4.07957e-05 Variance: 7.82364e-07 Variances/cluster: 5.57265e-08 4.4556e-08 4.64357e-08 2.74699e-06 7.51155e-08 0 1.00308e-07 8.44208e-08 6.17534e-07 0 6.86694e-32 0.00391989 6.0737e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #100 of 1000; initialization seed = 493580325 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 503013 Distortion: 0.045332 Distortions/cluster: 9.48599e-05 2.87034e-05 3.44908e-05 1.27749e-35 0.000297696 4.67043e-05 4.21401e-05 0.0446389 4.36893e-05 1.89386e-05 2.52237e-05 3.27799e-05 2.78453e-05 1.08283e-34 Variance: 7.67558e-06 Variances/cluster: 1.00799e-07 7.51338e-08 6.09179e-08 0 6.57112e-07 2.74699e-06 4.87115e-08 0.0422886 4.44409e-08 6.33195e-08 7.24593e-08 6.07967e-08 5.4487e-08 0 -------------------------------------------------------------- Initialization seed trial #101 of 1000; initialization seed = 493580326 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 527789 Distortion: 0.0260199 Distortions/cluster: 8.01799e-05 2.49934e-05 2.28553e-05 2.37044e-35 0 0.000114171 1.16404e-05 0.00391362 0.000293803 4.67043e-05 1.69003e-05 0.0214304 4.08575e-05 2.37605e-05 Variance: 4.40566e-06 Variances/cluster: 1.13398e-07 5.35143e-08 3.67998e-08 0 0 1.08907e-07 6.15842e-08 0.00391989 6.8162e-07 2.74699e-06 6.32921e-08 3.06048e-05 4.38818e-08 4.5082e-08 -------------------------------------------------------------- Initialization seed trial #102 of 1000; initialization seed = 493580327 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 77 BIC score: 503786 Distortion: 0.0450783 Distortions/cluster: 1.08283e-34 2.33822e-05 0.0446389 3.34833e-05 1.27749e-35 3.15785e-05 5.11104e-05 4.31422e-05 2.67265e-05 4.81569e-35 9.36835e-05 4.31034e-05 4.64237e-05 4.67043e-05 Variance: 7.63262e-06 Variances/cluster: 0 5.01603e-08 0.0422886 7.37285e-08 0 7.97183e-08 5.27943e-08 6.53614e-08 6.11389e-08 2.67973e-31 1.02043e-07 7.72401e-08 4.50675e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #103 of 1000; initialization seed = 493580328 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 573121 Distortion: 0.00943167 Distortions/cluster: 7.94619e-05 1.27749e-35 4.15428e-05 2.31538e-05 0.000307974 6.80765e-05 1.08283e-34 2.96461e-05 2.14045e-05 2.61719e-05 2.86463e-05 8.37767e-05 0 0.00872182 Variance: 1.59696e-06 Variances/cluster: 1.12702e-07 0 4.46178e-08 3.69827e-08 1.71076e-05 7.62086e-08 0 6.24078e-08 4.07665e-08 5.31902e-08 7.5181e-08 9.74973e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #104 of 1000; initialization seed = 493580329 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 508040 Distortion: 0.040244 Distortions/cluster: 2.37044e-35 6.81933e-05 2.05548e-05 7.66228e-05 0.00029723 2.66652e-05 2.87715e-05 2.08234e-05 2.1129e-05 0.00391362 2.04853e-05 8.366e-05 4.67043e-05 0.0356196 Variance: 6.81409e-06 Variances/cluster: 0 7.6254e-08 3.96011e-08 1.15909e-07 6.67879e-07 5.26933e-08 7.51155e-08 3.54702e-08 4.01653e-08 0.00391989 4.03218e-08 9.74749e-08 2.74699e-06 0.035575 -------------------------------------------------------------- Initialization seed trial #105 of 1000; initialization seed = 493580330 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 60 BIC score: 499546 Distortion: 0.0489761 Distortions/cluster: 3.00803e-05 9.70233e-05 0.00391362 0.0446389 1.94952e-05 3.48071e-05 3.08605e-05 4.81569e-35 2.36116e-05 2.74568e-05 4.67043e-05 4.29076e-05 3.70447e-05 3.35214e-05 Variance: 8.29259e-06 Variances/cluster: 7.57631e-08 9.98093e-08 0.00391989 0.0422886 6.41085e-08 6.09382e-08 6.08638e-08 2.67973e-31 6.96288e-08 5.62588e-08 2.74699e-06 4.45522e-08 4.5899e-08 6.22874e-08 -------------------------------------------------------------- Initialization seed trial #106 of 1000; initialization seed = 493580331 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 51 BIC score: 557172 Distortion: 0.013325 Distortions/cluster: 2.51849e-05 0.00872182 0.00391362 3.46333e-05 4.17072e-05 2.4864e-05 1.92126e-05 4.67043e-05 7.98017e-05 0.000317415 3.27217e-05 4.26139e-05 0 2.46832e-05 Variance: 2.25618e-06 Variances/cluster: 3.85636e-08 0.156503 0.00391989 6.09541e-08 6.2618e-08 7.22565e-08 6.35975e-08 2.74699e-06 1.09158e-07 5.34325e-07 6.08015e-08 4.51858e-08 0 4.5038e-08 -------------------------------------------------------------- Initialization seed trial #107 of 1000; initialization seed = 493580332 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 573152 Distortion: 0.00942885 Distortions/cluster: 4.67839e-05 0 4.67043e-05 3.73047e-05 2.87715e-05 1.27749e-35 2.88994e-05 1.08283e-34 3.77383e-05 0.00872182 4.07957e-05 0.000299669 9.76722e-05 4.2689e-05 Variance: 1.59649e-06 Variances/cluster: 8.44208e-08 0 2.74699e-06 6.0737e-08 7.51155e-08 0 5.60016e-08 0 4.62995e-08 0.156503 6.98334e-08 6.14026e-07 1.0027e-07 4.44638e-08 -------------------------------------------------------------- Initialization seed trial #108 of 1000; initialization seed = 493580333 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 573121 Distortion: 0.00943167 Distortions/cluster: 0.000307974 2.96461e-05 8.37767e-05 1.08283e-34 2.31538e-05 2.61719e-05 1.27749e-35 0.00872182 6.80765e-05 0 2.86463e-05 7.94619e-05 2.14045e-05 4.15428e-05 Variance: 1.59696e-06 Variances/cluster: 1.71076e-05 6.24078e-08 9.74973e-08 0 3.69827e-08 5.31902e-08 0 0.156503 7.62086e-08 0 7.5181e-08 1.12702e-07 4.07665e-08 4.46178e-08 -------------------------------------------------------------- Initialization seed trial #109 of 1000; initialization seed = 493580334 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 502764 Distortion: 0.0453231 Distortions/cluster: 0.0446389 0.000307974 3.33079e-05 3.74445e-05 3.41628e-05 4.02578e-05 1.08283e-34 2.62273e-05 2.45496e-05 3.44687e-05 2.1474e-05 1.27749e-35 3.94387e-05 8.48851e-05 Variance: 7.67408e-06 Variances/cluster: 0.0422886 1.71076e-05 8.00416e-08 4.1054e-08 7.4731e-08 7.68217e-08 0 6.12585e-08 4.05063e-08 5.46203e-08 4.74936e-08 0 6.26952e-08 1.02139e-07 -------------------------------------------------------------- Initialization seed trial #110 of 1000; initialization seed = 493580335 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 573075 Distortion: 0.00943978 Distortions/cluster: 7.59364e-05 2.52487e-05 6.80765e-05 0.000298073 2.87715e-05 2.71909e-05 4.67043e-05 1.08283e-34 0.00872182 0 8.37767e-05 4.12045e-05 1.27749e-35 2.29829e-05 Variance: 1.59834e-06 Variances/cluster: 1.20907e-07 4.22886e-08 7.62086e-08 6.49343e-07 7.51155e-08 5.33108e-08 2.74699e-06 0 0.156503 0 9.74973e-08 4.4018e-08 0 3.68864e-08 -------------------------------------------------------------- Initialization seed trial #111 of 1000; initialization seed = 493580336 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 83 BIC score: 557359 Distortion: 0.0133202 Distortions/cluster: 3.08605e-05 1.96561e-05 0 0.00391362 3.70447e-05 2.74568e-05 3.48071e-05 0.000307974 3.00803e-05 0.00872182 4.29076e-05 9.70233e-05 2.35614e-05 3.34105e-05 Variance: 2.25537e-06 Variances/cluster: 6.08638e-08 6.42149e-08 0 0.00391989 4.5899e-08 5.62588e-08 6.09382e-08 1.71076e-05 7.57631e-08 0.156503 4.45522e-08 9.98093e-08 6.96866e-08 6.21969e-08 -------------------------------------------------------------- Initialization seed trial #112 of 1000; initialization seed = 493580337 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 558402 Distortion: 0.0133397 Distortions/cluster: 0.000101095 0.00391362 1.81104e-05 1.03559e-05 0.000307974 4.31509e-05 0.00872182 1.54941e-05 0.00010376 1.15687e-05 2.45007e-05 1.85751e-05 0 4.96348e-05 Variance: 2.25866e-06 Variances/cluster: 5.65038e-08 0.00391989 6.65614e-08 4.86037e-08 1.71076e-05 6.42071e-08 0.156503 3.97156e-08 9.83424e-08 5.50715e-08 6.44543e-08 6.47015e-08 0 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #113 of 1000; initialization seed = 493580338 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 65 BIC score: 575004 Distortion: 0.0091869 Distortions/cluster: 6.81933e-05 4.67043e-05 3.00803e-05 2.74568e-05 3.08605e-05 0 4.81569e-35 9.82411e-05 1.08283e-34 3.7004e-05 1.27749e-35 8.366e-05 4.28824e-05 0.00872182 Variance: 1.55552e-06 Variances/cluster: 7.6254e-08 2.74699e-06 7.57631e-08 5.62588e-08 6.08638e-08 0 2.67973e-31 1.00751e-07 0 4.59054e-08 0 9.74749e-08 4.45261e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #114 of 1000; initialization seed = 493580339 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 72 BIC score: 557088 Distortion: 0.0133176 Distortions/cluster: 3.73047e-05 2.97415e-05 2.86463e-05 0.000304149 0.00391362 3.83178e-05 2.34655e-05 0.00872182 8.35241e-05 0 4.67839e-05 4.07957e-05 2.62597e-05 2.31697e-05 Variance: 2.25493e-06 Variances/cluster: 6.0737e-08 6.2346e-08 7.5181e-08 1.78889e-05 0.00391989 4.10659e-08 4.1528e-08 0.156503 1.2654e-07 0 8.44208e-08 6.98334e-08 5.32602e-08 3.7008e-08 -------------------------------------------------------------- Initialization seed trial #115 of 1000; initialization seed = 493580340 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 502925 Distortion: 0.0453352 Distortions/cluster: 4.2689e-05 3.33079e-05 0.000299669 2.87715e-05 3.41628e-05 1.27749e-35 2.62273e-05 1.08283e-34 9.66845e-05 4.67043e-05 0.0446389 2.1474e-05 3.77383e-05 2.88994e-05 Variance: 7.67613e-06 Variances/cluster: 4.44638e-08 8.00416e-08 6.14026e-07 7.51155e-08 7.4731e-08 0 6.12585e-08 0 9.94607e-08 2.74699e-06 0.0422886 4.74936e-08 4.62995e-08 5.60016e-08 -------------------------------------------------------------- Initialization seed trial #116 of 1000; initialization seed = 493580341 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 557356 Distortion: 0.0133231 Distortions/cluster: 2.01649e-05 4.71289e-05 2.25553e-05 0.00391362 0 0.00872182 1.65459e-05 4.03784e-05 1.7797e-05 4.17482e-05 6.73163e-05 2.95304e-05 8.366e-05 0.000300791 Variance: 2.25585e-06 Variances/cluster: 4.08157e-08 8.00087e-08 3.71544e-08 0.00391989 0 0.156503 3.37643e-08 6.08972e-08 3.75432e-08 3.39376e-07 7.54422e-08 4.23035e-08 9.74749e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #117 of 1000; initialization seed = 493580342 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 499287 Distortion: 0.048994 Distortions/cluster: 2.08911e-05 0.0446389 2.20075e-05 2.92997e-05 8.37767e-05 0.00391362 6.80765e-05 1.87676e-05 2.41504e-05 7.28905e-05 4.81569e-35 4.67043e-05 2.50327e-05 2.98939e-05 Variance: 8.29564e-06 Variances/cluster: 3.54045e-08 0.0422886 4.13639e-08 6.10362e-08 9.74973e-08 0.00391989 7.62086e-08 3.90957e-08 4.12788e-08 1.21271e-07 2.67973e-31 2.74699e-06 5.30307e-08 7.58668e-08 -------------------------------------------------------------- Initialization seed trial #118 of 1000; initialization seed = 493580343 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 99 BIC score: 503181 Distortion: 0.0453371 Distortions/cluster: 2.06002e-05 1.44798e-05 9.27613e-05 0.000313359 4.65189e-05 0.0446389 2.11957e-05 4.67043e-05 5.18241e-05 1.27749e-35 1.08283e-34 2.31325e-05 2.48952e-05 4.27239e-05 Variance: 7.67645e-06 Variances/cluster: 4.84553e-08 5.81331e-08 1.00928e-07 4.79102e-07 4.50724e-08 0.0422886 7.11044e-08 2.74699e-06 5.30928e-08 0 0 5.91436e-08 6.38127e-08 7.72522e-08 -------------------------------------------------------------- Initialization seed trial #119 of 1000; initialization seed = 493580344 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 89 BIC score: 503096 Distortion: 0.0453209 Distortions/cluster: 0.0446389 2.95988e-05 3.13821e-05 1.27749e-35 6.73163e-05 2.39374e-05 1.92403e-05 8.366e-05 3.32602e-05 0.000300791 2.86463e-05 4.17482e-05 2.23668e-05 1.08283e-34 Variance: 7.6737e-06 Variances/cluster: 0.0422886 6.24396e-08 4.34016e-08 0 7.54422e-08 4.9453e-08 3.98312e-08 9.74749e-08 3.88975e-08 1.87971e-05 7.5181e-08 3.39376e-07 3.63646e-08 0 -------------------------------------------------------------- Initialization seed trial #120 of 1000; initialization seed = 493580345 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 687000 Distortion: 0.000747962 Distortions/cluster: 6.80765e-05 4.67043e-05 8.37767e-05 1.27749e-35 4.27239e-05 5.19309e-05 1.08283e-34 9.48004e-05 4.65898e-05 9.64317e-35 0.000313359 2.37044e-35 0 0 Variance: 1.26644e-07 Variances/cluster: 7.62086e-08 2.74699e-06 9.74973e-08 0 7.72522e-08 5.32567e-08 0 1.03035e-07 4.49668e-08 6.86694e-32 4.79102e-07 0 0 0 -------------------------------------------------------------- Initialization seed trial #121 of 1000; initialization seed = 493580346 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 573156 Distortion: 0.00942884 Distortions/cluster: 2.85345e-05 1.08283e-34 2.87715e-05 4.29557e-05 4.67839e-05 0.000299528 0.00872182 3.73047e-05 3.80351e-05 9.76081e-05 4.07957e-05 0 1.27749e-35 4.67043e-05 Variance: 1.59649e-06 Variances/cluster: 5.57265e-08 0 7.51155e-08 4.4556e-08 8.44208e-08 6.17534e-07 0.156503 6.0737e-08 4.64357e-08 1.00308e-07 6.98334e-08 0 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #122 of 1000; initialization seed = 493580347 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 498729 Distortion: 0.0492164 Distortions/cluster: 3.57241e-05 2.2366e-05 3.32995e-05 3.14729e-05 2.86012e-05 4.07957e-05 2.4344e-05 0.000297331 3.67128e-05 1.97726e-05 4.67839e-05 4.67043e-05 0.00391362 0.0446389 Variance: 8.3333e-06 Variances/cluster: 2.95206e-07 3.63634e-08 3.8989e-08 4.33474e-08 7.50627e-08 6.98334e-08 4.84897e-08 6.66606e-07 5.98708e-08 4.03484e-08 8.44208e-08 2.74699e-06 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #123 of 1000; initialization seed = 493580348 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 558989 Distortion: 0.0130715 Distortions/cluster: 3.00268e-05 2.51325e-05 3.71041e-05 0.00391362 0 4.90529e-05 4.81569e-35 3.01919e-05 6.6306e-05 8.33627e-05 3.03365e-05 0.00872182 4.67043e-05 3.78274e-05 Variance: 2.21326e-06 Variances/cluster: 7.58193e-08 5.12861e-08 4.0815e-08 0.00391989 0 4.92951e-08 2.67973e-31 4.15819e-08 7.43933e-08 9.73555e-08 6.09117e-08 0.156503 2.74699e-06 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #124 of 1000; initialization seed = 493580349 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 498766 Distortion: 0.0492131 Distortions/cluster: 1.54021e-05 3.81223e-05 1.50967e-05 0.000300791 4.90368e-05 3.53035e-05 2.80626e-05 0.00391362 3.51536e-05 4.14153e-05 0.0446389 3.99696e-05 3.5512e-05 2.67416e-05 Variance: 8.33274e-06 Variances/cluster: 3.08006e-08 7.63913e-08 5.20523e-08 1.87971e-05 8.51064e-08 5.95142e-08 3.60207e-08 0.00391989 4.32356e-08 3.39431e-07 0.0422886 6.86544e-08 5.82116e-08 5.11261e-08 -------------------------------------------------------------- Initialization seed trial #125 of 1000; initialization seed = 493580350 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 60 BIC score: 498642 Distortion: 0.0492357 Distortions/cluster: 2.28165e-05 4.67839e-05 0.00391362 3.94494e-05 2.35463e-05 4.07957e-05 2.39243e-05 4.67043e-05 0.000287296 7.45669e-05 1.827e-05 0.0446389 2.1702e-05 3.73047e-05 Variance: 8.33656e-06 Variances/cluster: 4.67512e-08 8.44208e-08 0.00391989 4.30632e-08 5.84221e-08 6.98334e-08 4.06838e-08 2.74699e-06 1.13998e-06 1.2223e-07 6.74115e-08 0.0422886 3.58077e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #126 of 1000; initialization seed = 493580351 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 498370 Distortion: 0.0492277 Distortions/cluster: 2.92997e-05 0.000307974 0.0446389 2.50327e-05 7.34342e-05 2.98939e-05 2.28943e-05 4.07957e-05 2.08285e-05 2.18702e-05 4.67839e-05 1.90726e-05 3.73047e-05 0.00391362 Variance: 8.33521e-06 Variances/cluster: 6.10362e-08 1.71076e-05 0.0422886 5.30307e-08 1.18051e-07 7.58668e-08 4.07333e-08 6.98334e-08 3.53585e-08 4.14957e-08 8.44208e-08 3.91599e-08 6.0737e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #127 of 1000; initialization seed = 493580352 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 69 BIC score: 513477 Distortion: 0.0363201 Distortions/cluster: 1.27749e-35 2.37044e-35 3.91365e-05 3.16551e-05 8.366e-05 1.08283e-34 2.11853e-05 0.0356196 3.29741e-05 4.67043e-05 3.80878e-05 3.82062e-05 0.000301296 6.76894e-05 Variance: 6.1497e-06 Variances/cluster: 0 0 7.6582e-08 5.12998e-08 9.74749e-08 0 3.56614e-08 0.035575 3.86533e-08 2.74699e-06 6.13278e-08 4.64755e-08 2.53161e-06 7.57754e-08 -------------------------------------------------------------- Initialization seed trial #128 of 1000; initialization seed = 493580353 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 20 BIC score: 557067 Distortion: 0.0133382 Distortions/cluster: 8.366e-05 6.81933e-05 0.00391362 2.06709e-05 2.0716e-05 0 2.90584e-05 7.68695e-05 2.04414e-05 0.00872182 2.51024e-05 2.98108e-05 0.000307974 2.02663e-05 Variance: 2.25842e-06 Variances/cluster: 9.74749e-08 7.6254e-08 0.00391989 3.99785e-08 3.52872e-08 0 6.11706e-08 1.1387e-07 4.03147e-08 0.156503 5.2954e-08 7.58485e-08 1.71076e-05 4.00485e-08 -------------------------------------------------------------- Initialization seed trial #129 of 1000; initialization seed = 493580354 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 53 BIC score: 687200 Distortion: 0.000734644 Distortions/cluster: 6.81933e-05 2.78453e-05 9.59243e-05 9.64317e-35 1.27749e-35 8.366e-05 2.37044e-35 4.22972e-05 0 4.67043e-05 4.36199e-05 0.000297696 2.87034e-05 1.08283e-34 Variance: 1.24389e-07 Variances/cluster: 7.6254e-08 5.4487e-08 1.01821e-07 6.86694e-32 0 9.74749e-08 0 4.87802e-08 0 2.74699e-06 4.44155e-08 6.57112e-07 7.51338e-08 0 -------------------------------------------------------------- Initialization seed trial #130 of 1000; initialization seed = 493580355 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 503674 Distortion: 0.0450765 Distortions/cluster: 4.81569e-35 3.0027e-05 4.28176e-05 9.74916e-05 4.67043e-05 2.77361e-05 1.08283e-34 4.6908e-05 3.72578e-05 3.03233e-05 1.27749e-35 3.75479e-05 4.07184e-05 0.0446389 Variance: 7.63231e-06 Variances/cluster: 2.67973e-31 7.60118e-08 4.45513e-08 1.00602e-07 2.74699e-06 5.64839e-08 0 8.44922e-08 6.07595e-08 6.08853e-08 0 4.57291e-08 6.9701e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #131 of 1000; initialization seed = 493580356 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 502741 Distortion: 0.0453498 Distortions/cluster: 1.27749e-35 6.81933e-05 2.20057e-05 2.09616e-05 4.67043e-05 0.0002974 2.86012e-05 2.08278e-05 8.366e-05 1.90261e-05 2.65995e-05 1.08283e-34 7.68534e-05 0.0446389 Variance: 7.67859e-06 Variances/cluster: 0 7.6254e-08 4.12056e-08 4.01525e-08 2.74699e-06 6.65271e-07 7.50627e-08 3.54173e-08 9.74749e-08 3.93067e-08 5.26676e-08 0 1.14015e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #132 of 1000; initialization seed = 493580357 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 48 BIC score: 498899 Distortion: 0.0492181 Distortions/cluster: 3.94347e-05 3.07903e-05 4.67043e-05 2.17811e-05 2.25667e-05 0.00391362 0.0446389 3.57241e-05 4.90368e-05 3.99696e-05 3.23738e-05 0.000277677 3.42212e-05 3.53035e-05 Variance: 8.33358e-06 Variances/cluster: 7.3293e-08 5.23599e-08 2.74699e-06 4.29567e-08 3.65707e-08 0.00391989 0.0422886 2.95206e-07 8.51064e-08 6.86544e-08 4.32767e-08 1.83876e-06 3.95586e-08 5.95142e-08 -------------------------------------------------------------- Initialization seed trial #133 of 1000; initialization seed = 493580358 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 502716 Distortion: 0.0453293 Distortions/cluster: 2.17412e-05 4.90368e-05 0.0446389 3.99696e-05 0.000297453 3.58899e-05 2.3241e-05 2.86012e-05 1.08283e-34 4.18869e-05 7.87748e-05 1.27749e-35 2.7094e-05 4.67043e-05 Variance: 7.67513e-06 Variances/cluster: 4.10172e-08 8.51064e-08 0.0422886 6.86544e-08 6.63905e-07 6.04009e-08 3.70037e-08 7.50627e-08 0 4.48428e-08 1.12045e-07 0 5.30168e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #134 of 1000; initialization seed = 493580359 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 498584 Distortion: 0.0492294 Distortions/cluster: 7.49308e-05 4.06466e-05 3.44908e-05 4.67043e-05 0.00391362 2.51166e-05 0.000300272 1.89386e-05 2.94789e-05 0.0446389 3.27799e-05 2.58152e-05 2.25053e-05 2.52237e-05 Variance: 8.3355e-06 Variances/cluster: 1.19496e-07 4.36552e-08 6.09179e-08 2.74699e-06 0.00391989 4.22088e-08 7.5062e-07 6.33195e-08 6.07763e-08 0.0422886 6.07967e-08 5.3889e-08 3.64712e-08 7.24593e-08 -------------------------------------------------------------- Initialization seed trial #135 of 1000; initialization seed = 493580360 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 557049 Distortion: 0.0133463 Distortions/cluster: 2.86012e-05 2.11361e-05 0 7.68511e-05 4.67043e-05 2.09514e-05 8.37767e-05 2.65995e-05 2.02284e-05 6.80765e-05 2.05058e-05 0.0002974 0.00872182 0.00391362 Variance: 2.25978e-06 Variances/cluster: 7.50627e-08 4.03321e-08 0 1.13843e-07 2.74699e-06 3.55068e-08 9.74973e-08 5.26676e-08 3.99736e-08 7.62086e-08 4.04417e-08 6.65271e-07 0.156503 0.00391989 -------------------------------------------------------------- Initialization seed trial #136 of 1000; initialization seed = 493580361 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 503102 Distortion: 0.0453141 Distortions/cluster: 4.67839e-05 2.63149e-05 3.67128e-05 2.99492e-05 3.75573e-05 1.27749e-35 0.000303891 3.00268e-05 3.0528e-05 1.08283e-34 4.90598e-05 4.35604e-05 4.07957e-05 0.0446389 Variance: 7.67255e-06 Variances/cluster: 8.44208e-08 5.32642e-08 5.98708e-08 4.14188e-08 4.13135e-08 0 2.55342e-06 7.58193e-08 6.08078e-08 0 4.93515e-08 2.7222e-06 6.98334e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #137 of 1000; initialization seed = 493580362 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 573025 Distortion: 0.00941679 Distortions/cluster: 4.67839e-05 0.00872182 2.29287e-05 0 4.07957e-05 4.23066e-05 1.27749e-35 0.000307974 2.53722e-05 4.94716e-05 4.1779e-05 8.02583e-05 1.08283e-34 3.73047e-05 Variance: 1.59445e-06 Variances/cluster: 8.44208e-08 0.156503 4.26936e-08 0 6.98334e-08 4.46705e-08 0 1.71076e-05 3.87317e-08 8.03046e-08 6.32003e-08 1.11615e-07 0 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #138 of 1000; initialization seed = 493580363 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 503515 Distortion: 0.0450726 Distortions/cluster: 3.79002e-05 4.81569e-35 2.17441e-05 1.27749e-35 3.73047e-05 4.07957e-05 1.08283e-34 3.93613e-05 3.98296e-05 4.67839e-05 3.69625e-05 8.62562e-05 4.67043e-05 0.0446389 Variance: 7.63166e-06 Variances/cluster: 6.03455e-08 2.67973e-31 3.59365e-08 0 6.0737e-08 6.98334e-08 0 7.65724e-08 4.38614e-08 8.44208e-08 5.75683e-08 1.02922e-07 2.74699e-06 0.0422886 -------------------------------------------------------------- Initialization seed trial #139 of 1000; initialization seed = 493580364 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 557435 Distortion: 0.0133268 Distortions/cluster: 0.00391362 4.67043e-05 0 2.86012e-05 0.00872182 3.34124e-05 8.366e-05 0.000297331 3.78274e-05 3.13998e-05 1.97766e-05 6.60089e-05 2.4344e-05 2.23215e-05 Variance: 2.25649e-06 Variances/cluster: 0.00391989 2.74699e-06 0 7.50627e-08 0.156503 3.90297e-08 9.74749e-08 6.66606e-07 3.00181e-07 4.33662e-08 4.02742e-08 7.42266e-08 4.84897e-08 3.63501e-08 -------------------------------------------------------------- Initialization seed trial #140 of 1000; initialization seed = 493580365 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 61 BIC score: 498992 Distortion: 0.0492385 Distortions/cluster: 3.71301e-05 3.35214e-05 3.48071e-05 9.70816e-05 2.36116e-05 1.15485e-05 1.94952e-05 1.74113e-05 0.0446389 2.68122e-05 0.000295226 4.25881e-05 0.00391362 4.67043e-05 Variance: 8.33703e-06 Variances/cluster: 4.59479e-08 6.22874e-08 6.09382e-08 9.97666e-08 6.96288e-08 6.14228e-08 6.41085e-08 6.3309e-08 0.0422886 5.64417e-08 6.45954e-07 4.44513e-08 0.00391989 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #141 of 1000; initialization seed = 493580366 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 95 BIC score: 607906 Distortion: 0.0043787 Distortions/cluster: 2.37044e-35 3.08605e-05 3.00803e-05 4.67043e-05 2.74568e-05 9.82411e-05 0 4.81569e-35 3.7004e-05 9.64317e-35 8.366e-05 0.00391362 6.81933e-05 4.28824e-05 Variance: 7.41399e-07 Variances/cluster: 0 6.08638e-08 7.57631e-08 2.74699e-06 5.62588e-08 1.00751e-07 0 2.67973e-31 4.59054e-08 6.86694e-32 9.74749e-08 0.00391989 7.6254e-08 4.45261e-08 -------------------------------------------------------------- Initialization seed trial #142 of 1000; initialization seed = 493580367 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 74 BIC score: 503088 Distortion: 0.0453302 Distortions/cluster: 4.35604e-05 1.27749e-35 2.23215e-05 3.95163e-05 0.000297331 2.86012e-05 1.97766e-05 2.4344e-05 6.73163e-05 8.366e-05 3.34124e-05 1.08283e-34 3.13998e-05 0.0446389 Variance: 7.67527e-06 Variances/cluster: 2.7222e-06 0 3.63501e-08 3.18642e-07 6.66606e-07 7.50627e-08 4.02742e-08 4.84897e-08 7.54422e-08 9.74749e-08 3.90297e-08 0 4.33662e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #143 of 1000; initialization seed = 493580368 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 91 BIC score: 573256 Distortion: 0.00943151 Distortions/cluster: 3.36084e-05 0.000313359 2.3733e-05 4.67043e-05 1.27749e-35 0.00872182 5.18241e-05 0 9.32091e-05 1.08283e-34 4.27239e-05 2.67265e-05 3.11053e-05 4.66957e-05 Variance: 1.59694e-06 Variances/cluster: 7.4004e-08 4.79102e-07 5.03723e-08 2.74699e-06 0 0.156503 5.30928e-08 0 1.01637e-07 0 7.72522e-08 6.11389e-08 7.95278e-08 4.51126e-08 -------------------------------------------------------------- Initialization seed trial #144 of 1000; initialization seed = 493580369 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 557473 Distortion: 0.0133174 Distortions/cluster: 2.93825e-05 6.73163e-05 4.04593e-05 3.30928e-05 0.00391362 1.87342e-05 0 2.24053e-05 2.4857e-05 0.000300791 2.98108e-05 8.366e-05 0.00872182 3.14248e-05 Variance: 2.25489e-06 Variances/cluster: 6.10813e-08 7.54422e-08 3.37121e-07 3.8838e-08 0.00391989 3.91072e-08 0 3.63681e-08 5.2547e-08 1.87971e-05 7.58485e-08 9.74749e-08 0.156503 4.34007e-08 -------------------------------------------------------------- Initialization seed trial #145 of 1000; initialization seed = 493580370 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 54 BIC score: 503672 Distortion: 0.0450764 Distortions/cluster: 0.0446389 1.08283e-34 4.81569e-35 9.75704e-05 4.67839e-05 4.29076e-05 4.07957e-05 3.73047e-05 1.27749e-35 4.67043e-05 3.00803e-05 2.74568e-05 3.08605e-05 3.70447e-05 Variance: 7.63231e-06 Variances/cluster: 0.0422886 0 2.67973e-31 1.00269e-07 8.44208e-08 4.45522e-08 6.98334e-08 6.0737e-08 0 2.74699e-06 7.57631e-08 5.62588e-08 6.08638e-08 4.5899e-08 -------------------------------------------------------------- Initialization seed trial #146 of 1000; initialization seed = 493580371 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 573227 Distortion: 0.00943101 Distortions/cluster: 9.45153e-05 4.67043e-05 0 1.08283e-34 4.85475e-05 4.4522e-05 4.23198e-05 1.27749e-35 3.41628e-05 2.62273e-05 0.000317415 3.33079e-05 2.1474e-05 0.00872182 Variance: 1.59685e-06 Variances/cluster: 1.00969e-07 2.74699e-06 0 0 5.13131e-08 4.47417e-08 6.37292e-08 0 7.4731e-08 6.12585e-08 5.34325e-07 8.00416e-08 4.74936e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #147 of 1000; initialization seed = 493580372 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 502719 Distortion: 0.0453212 Distortions/cluster: 1.08283e-34 7.8852e-05 4.07957e-05 4.67839e-05 2.61719e-05 1.27749e-35 0.000307974 3.73047e-05 0.0446389 2.86463e-05 2.96461e-05 2.29193e-05 2.14045e-05 4.17764e-05 Variance: 7.67375e-06 Variances/cluster: 0 1.11995e-07 6.98334e-08 8.44208e-08 5.31902e-08 0 1.71076e-05 6.0737e-08 0.0422886 7.5181e-08 6.24078e-08 3.68435e-08 4.07665e-08 4.46767e-08 -------------------------------------------------------------- Initialization seed trial #148 of 1000; initialization seed = 493580373 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 557065 Distortion: 0.0133382 Distortions/cluster: 0.00872182 2.50187e-05 6.81933e-05 2.05641e-05 8.366e-05 0 2.06709e-05 0.00391362 2.03331e-05 2.92075e-05 0.000307974 2.98108e-05 2.06334e-05 7.66987e-05 Variance: 2.25842e-06 Variances/cluster: 0.156503 5.2889e-08 7.6254e-08 3.52084e-08 9.74749e-08 0 3.99785e-08 0.00391989 4.034e-08 6.12266e-08 1.71076e-05 7.58485e-08 4.01392e-08 1.14125e-07 -------------------------------------------------------------- Initialization seed trial #149 of 1000; initialization seed = 493580374 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 498605 Distortion: 0.0492208 Distortions/cluster: 0.000307974 3.27799e-05 2.61316e-05 3.44908e-05 7.84034e-05 0.00391362 2.52237e-05 2.58452e-05 2.19964e-05 2.97415e-05 1.89386e-05 2.86463e-05 3.80902e-05 0.0446389 Variance: 8.33403e-06 Variances/cluster: 1.71076e-05 6.07967e-08 5.32163e-08 6.09179e-08 1.13453e-07 0.00391989 7.24593e-08 4.12815e-08 4.09577e-08 6.2346e-08 6.33195e-08 7.5181e-08 4.09536e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #150 of 1000; initialization seed = 493580375 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 498547 Distortion: 0.0492322 Distortions/cluster: 3.26914e-05 2.7094e-05 7.78554e-05 0.000297453 2.17412e-05 0.0446389 0.00391362 4.67043e-05 2.29791e-05 3.34615e-05 2.26691e-05 2.86012e-05 4.20705e-05 2.63467e-05 Variance: 8.33597e-06 Variances/cluster: 7.99046e-08 5.30168e-08 1.10895e-07 6.63905e-07 4.10172e-08 0.0422886 0.00391989 2.74699e-06 3.68804e-08 7.33573e-08 4.948e-08 7.50627e-08 4.48473e-08 6.12513e-08 -------------------------------------------------------------- Initialization seed trial #151 of 1000; initialization seed = 493580376 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 605062 Distortion: 0.0046109 Distortions/cluster: 9.64317e-35 9.46155e-05 3.48071e-05 0.00391362 2.39539e-05 4.72422e-05 4.91981e-05 2.37044e-35 3.35214e-05 1.91536e-05 0 4.45648e-05 4.22437e-05 0.000307974 Variance: 7.80714e-07 Variances/cluster: 6.86694e-32 1.0151e-07 6.09382e-08 0.00391989 7.00189e-08 8.00651e-08 5.15647e-08 0 6.22874e-08 6.36129e-08 0 4.47847e-08 6.36145e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #152 of 1000; initialization seed = 493580377 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 513382 Distortion: 0.0363293 Distortions/cluster: 1.08283e-34 4.75199e-05 0.0356196 2.33039e-05 5.11471e-05 4.67043e-05 0.000313117 3.16601e-05 1.27749e-35 3.348e-05 9.33869e-05 2.67265e-05 2.37044e-35 4.26651e-05 Variance: 6.15125e-06 Variances/cluster: 0 4.5124e-08 0.035575 5.00998e-08 5.32171e-08 2.74699e-06 4.81677e-07 7.97229e-08 0 7.37213e-08 1.01498e-07 6.11389e-08 0 7.74259e-08 -------------------------------------------------------------- Initialization seed trial #153 of 1000; initialization seed = 493580378 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 54 BIC score: 513446 Distortion: 0.0363169 Distortions/cluster: 3.33744e-05 2.37044e-35 0.000307974 1.96059e-05 9.41233e-05 5.11104e-05 0.0356196 4.64237e-05 4.31422e-05 1.08283e-34 1.27749e-35 2.39625e-05 4.31034e-05 3.44908e-05 Variance: 6.14915e-06 Variances/cluster: 6.16704e-08 0 1.71076e-05 6.42612e-08 1.0241e-07 5.27943e-08 0.035575 4.50675e-08 6.53614e-08 0 0 7.04558e-08 7.72401e-08 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #154 of 1000; initialization seed = 493580379 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 74 BIC score: 499545 Distortion: 0.0489761 Distortions/cluster: 9.70233e-05 3.70447e-05 3.08605e-05 0.0446389 3.44908e-05 3.00803e-05 4.29076e-05 3.27799e-05 2.74568e-05 4.67043e-05 0.00391362 1.91514e-05 2.50109e-05 4.81569e-35 Variance: 8.29259e-06 Variances/cluster: 9.98093e-08 4.5899e-08 6.08638e-08 0.0422886 6.09179e-08 7.57631e-08 4.45522e-08 6.07967e-08 5.62588e-08 2.74699e-06 0.00391989 6.36054e-08 7.22633e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #155 of 1000; initialization seed = 493580380 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 87 BIC score: 573330 Distortion: 0.00942821 Distortions/cluster: 2.52237e-05 3.44908e-05 4.27239e-05 4.67043e-05 4.66957e-05 9.36493e-05 1.89386e-05 5.18241e-05 1.27749e-35 0.000313359 0 1.08283e-34 0.00872182 3.27799e-05 Variance: 1.59638e-06 Variances/cluster: 7.24593e-08 6.09179e-08 7.72522e-08 2.74699e-06 4.51126e-08 1.02005e-07 6.33195e-08 5.30928e-08 0 4.79102e-07 0 0 0.156503 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #156 of 1000; initialization seed = 493580381 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 557363 Distortion: 0.0133285 Distortions/cluster: 1.91074e-05 4.67043e-05 3.38382e-05 0 0.000297696 4.18954e-05 3.44908e-05 2.40007e-05 2.87034e-05 0.00872182 0.00391362 4.30249e-05 9.56882e-05 2.7932e-05 Variance: 2.25678e-06 Variances/cluster: 6.36709e-08 2.74699e-06 6.22972e-08 0 6.57112e-07 4.83726e-08 6.09179e-08 6.9951e-08 7.51338e-08 0.156503 0.00391989 4.44433e-08 1.00293e-07 5.45499e-08 -------------------------------------------------------------- Initialization seed trial #157 of 1000; initialization seed = 493580382 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 499001 Distortion: 0.0492069 Distortions/cluster: 0.000300791 3.70588e-05 3.36824e-05 3.00268e-05 4.86717e-05 3.0528e-05 2.71289e-05 1.94117e-05 2.99492e-05 3.25482e-05 2.46633e-05 0.0446389 0.00391362 3.99122e-05 Variance: 8.33168e-06 Variances/cluster: 1.87971e-05 4.08101e-08 5.91764e-08 7.58193e-08 4.89612e-08 6.08078e-08 5.46904e-08 6.38337e-08 4.14188e-08 6.08182e-08 7.20923e-08 0.0422886 0.00391989 3.382e-07 -------------------------------------------------------------- Initialization seed trial #158 of 1000; initialization seed = 493580383 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 499275 Distortion: 0.0489735 Distortions/cluster: 2.29193e-05 0.00391362 2.86463e-05 4.67043e-05 2.61719e-05 4.81569e-35 4.07957e-05 7.8852e-05 2.96461e-05 2.14045e-05 4.67839e-05 0.0446389 3.73047e-05 4.17764e-05 Variance: 8.29217e-06 Variances/cluster: 3.68435e-08 0.00391989 7.5181e-08 2.74699e-06 5.31902e-08 2.67973e-31 6.98334e-08 1.11995e-07 6.24078e-08 4.07665e-08 8.44208e-08 0.0422886 6.0737e-08 4.46767e-08 -------------------------------------------------------------- Initialization seed trial #159 of 1000; initialization seed = 493580384 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 502820 Distortion: 0.0453198 Distortions/cluster: 3.32922e-05 8.37545e-05 4.00681e-05 2.52237e-05 1.08283e-34 2.17182e-05 3.27799e-05 3.44908e-05 0.000307974 4.23055e-05 0.0446389 1.27749e-35 4.03066e-05 1.89386e-05 Variance: 7.67351e-06 Variances/cluster: 5.34333e-08 1.03776e-07 6.27973e-08 7.24593e-08 0 3.59531e-08 6.07967e-08 6.09179e-08 1.71076e-05 7.73348e-08 0.0422886 0 4.40471e-08 6.33195e-08 -------------------------------------------------------------- Initialization seed trial #160 of 1000; initialization seed = 493580385 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 89 BIC score: 688589 Distortion: 0.000721428 Distortions/cluster: 4.31509e-05 2.68674e-05 1.08283e-34 1.27749e-35 3.33079e-05 4.96348e-05 0 0.00010376 2.1474e-05 3.41628e-05 0.000307974 9.64317e-35 2.37044e-35 0.000101095 Variance: 1.22152e-07 Variances/cluster: 6.42071e-08 6.26074e-08 0 0 8.00416e-08 8.03088e-08 0 9.83424e-08 4.74936e-08 7.4731e-08 1.71076e-05 6.86694e-32 0 5.65038e-08 -------------------------------------------------------------- Initialization seed trial #161 of 1000; initialization seed = 493580386 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 499639 Distortion: 0.0489746 Distortions/cluster: 2.86463e-05 8.366e-05 4.67043e-05 3.78274e-05 0.0446389 2.35247e-05 2.95988e-05 6.60089e-05 2.2302e-05 3.33853e-05 4.81569e-35 3.11675e-05 0.00391362 1.91975e-05 Variance: 8.29234e-06 Variances/cluster: 7.5181e-08 9.74749e-08 2.74699e-06 3.00181e-07 0.0422886 4.86004e-08 6.24396e-08 7.42266e-08 3.63182e-08 3.89981e-08 2.67973e-31 4.31645e-08 0.00391989 3.9825e-08 -------------------------------------------------------------- Initialization seed trial #162 of 1000; initialization seed = 493580387 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 557072 Distortion: 0.0133177 Distortions/cluster: 2.51166e-05 0.00391362 2.25053e-05 2.97647e-05 0.000307974 4.0274e-05 4.90368e-05 2.58561e-05 4.07238e-05 3.00268e-05 0 3.61391e-05 0.00872182 7.48535e-05 Variance: 2.25495e-06 Variances/cluster: 4.22088e-08 0.00391989 3.64712e-08 6.11135e-08 1.71076e-05 6.8705e-08 8.51064e-08 5.3862e-08 4.36913e-08 7.58193e-08 0 6.1129e-08 0.156503 1.19563e-07 -------------------------------------------------------------- Initialization seed trial #163 of 1000; initialization seed = 493580388 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 499572 Distortion: 0.048994 Distortions/cluster: 4.81569e-35 3.89617e-05 2.36059e-05 7.51081e-05 2.37064e-05 6.80765e-05 0.00391362 2.34974e-05 8.37767e-05 4.67043e-05 0.0446389 2.41418e-05 2.16649e-05 1.22168e-05 Variance: 8.29563e-06 Variances/cluster: 2.67973e-31 4.28584e-08 5.88623e-08 1.22714e-07 4.05893e-08 7.62086e-08 0.00391989 4.7755e-08 9.74973e-08 2.74699e-06 0.0422886 7.22754e-08 3.58056e-08 6.20088e-08 -------------------------------------------------------------- Initialization seed trial #164 of 1000; initialization seed = 493580389 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 557074 Distortion: 0.0133258 Distortions/cluster: 7.89067e-05 2.31056e-05 0.00391362 4.67839e-05 0 2.86012e-05 4.07957e-05 3.73047e-05 2.7154e-05 0.000297453 4.67043e-05 4.18847e-05 2.16866e-05 0.00872182 Variance: 2.25632e-06 Variances/cluster: 1.11914e-07 3.69647e-08 0.00391989 8.44208e-08 0 7.50627e-08 6.98334e-08 6.0737e-08 5.30305e-08 6.63905e-07 2.74699e-06 4.47925e-08 4.09915e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #165 of 1000; initialization seed = 493580390 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 503089 Distortion: 0.0453209 Distortions/cluster: 2.97647e-05 0.000300791 8.366e-05 1.89607e-05 3.07336e-05 0.0446389 3.28826e-05 3.00268e-05 1.08283e-34 6.73163e-05 2.22203e-05 4.04593e-05 1.27749e-35 2.51196e-05 Variance: 7.6737e-06 Variances/cluster: 6.11135e-08 1.87971e-05 9.74749e-08 3.89299e-08 4.32221e-08 0.0422886 3.87276e-08 7.58193e-08 0 7.54422e-08 3.62443e-08 3.37121e-07 0 5.28786e-08 -------------------------------------------------------------- Initialization seed trial #166 of 1000; initialization seed = 493580391 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 62 BIC score: 502737 Distortion: 0.0453498 Distortions/cluster: 1.08283e-34 1.27749e-35 1.906e-05 4.67043e-05 2.21935e-05 8.37767e-05 0.0002974 0.0446389 7.5837e-05 2.17614e-05 6.80765e-05 2.86012e-05 2.65225e-05 2.09051e-05 Variance: 7.67859e-06 Variances/cluster: 0 0 3.93766e-08 2.74699e-06 4.1325e-08 9.74973e-08 6.65271e-07 0.0422886 1.15595e-07 4.05201e-08 7.62086e-08 7.50627e-08 5.26193e-08 3.54884e-08 -------------------------------------------------------------- Initialization seed trial #167 of 1000; initialization seed = 493580392 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 557542 Distortion: 0.0133346 Distortions/cluster: 1.91944e-05 4.18905e-05 4.67043e-05 2.30833e-05 1.08941e-05 2.23127e-05 4.8886e-05 2.96641e-05 0 9.46155e-05 4.4522e-05 0.000317415 0.00391362 0.00872182 Variance: 2.25781e-06 Variances/cluster: 6.439e-08 6.31779e-08 2.74699e-06 7.37255e-08 5.52826e-08 4.89156e-08 5.13992e-08 6.07671e-08 0 1.0151e-07 4.47417e-08 5.34325e-07 0.00391989 0.156503 -------------------------------------------------------------- Initialization seed trial #168 of 1000; initialization seed = 493580393 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 502736 Distortion: 0.0453498 Distortions/cluster: 2.87034e-05 2.18418e-05 7.57568e-05 0.0446389 6.80765e-05 0.000297298 8.37767e-05 1.08283e-34 2.65995e-05 1.906e-05 2.08278e-05 1.27749e-35 4.67043e-05 2.21935e-05 Variance: 7.67859e-06 Variances/cluster: 7.51338e-08 4.05943e-08 1.15649e-07 0.0422886 7.62086e-08 6.66533e-07 9.74973e-08 0 5.26676e-08 3.93766e-08 3.54173e-08 0 2.74699e-06 4.1325e-08 -------------------------------------------------------------- Initialization seed trial #169 of 1000; initialization seed = 493580394 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 498539 Distortion: 0.0492322 Distortions/cluster: 2.297e-05 0.00391362 2.70593e-05 4.10797e-05 2.28123e-05 0.000298073 3.07589e-05 7.74668e-05 0.0446389 2.87715e-05 3.25417e-05 2.39464e-05 4.67043e-05 2.74908e-05 Variance: 8.33597e-06 Variances/cluster: 3.68657e-08 0.00391989 5.32616e-08 4.39787e-08 4.1473e-08 6.49343e-07 7.94549e-08 1.14416e-07 0.0422886 7.51155e-08 7.3935e-08 5.14811e-08 2.74699e-06 5.9743e-08 -------------------------------------------------------------- Initialization seed trial #170 of 1000; initialization seed = 493580395 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 573111 Distortion: 0.00943166 Distortions/cluster: 8.37767e-05 4.07382e-05 2.24818e-05 2.95451e-05 2.99459e-05 1.08283e-34 1.27749e-35 2.1872e-05 2.60245e-05 0 6.80765e-05 0.00872182 7.94006e-05 0.000307974 Variance: 1.59696e-06 Variances/cluster: 9.74973e-08 4.37537e-08 3.64331e-08 6.10386e-08 7.58063e-08 0 0 4.08784e-08 5.39878e-08 0 7.62086e-08 0.156503 1.14896e-07 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #171 of 1000; initialization seed = 493580396 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 96 BIC score: 557363 Distortion: 0.0133285 Distortions/cluster: 9.48599e-05 0 1.96561e-05 4.22095e-05 2.35614e-05 4.67043e-05 0.000297696 4.36199e-05 3.44908e-05 0.00872182 2.78453e-05 0.00391362 2.87034e-05 3.37267e-05 Variance: 2.25678e-06 Variances/cluster: 1.00799e-07 0 6.42149e-08 4.87353e-08 6.96866e-08 2.74699e-06 6.57112e-07 4.44155e-08 6.09179e-08 0.156503 5.4487e-08 0.00391989 7.51338e-08 6.22065e-08 -------------------------------------------------------------- Initialization seed trial #172 of 1000; initialization seed = 493580397 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 499259 Distortion: 0.0489735 Distortions/cluster: 2.97647e-05 3.61391e-05 4.04063e-05 7.82098e-05 4.67043e-05 0.0446389 4.81569e-35 2.19882e-05 4.0274e-05 3.00268e-05 2.57254e-05 0.00391362 2.27259e-05 4.90368e-05 Variance: 8.29217e-06 Variances/cluster: 6.11135e-08 6.1129e-08 4.36786e-08 1.13502e-07 2.74699e-06 0.0422886 2.67973e-31 4.10188e-08 6.8705e-08 7.58193e-08 5.38139e-08 0.00391989 3.65326e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #173 of 1000; initialization seed = 493580398 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 499228 Distortion: 0.0492359 Distortions/cluster: 9.3938e-05 0.00391362 1.82839e-05 4.8904e-05 4.72422e-05 0.000307974 4.18146e-05 4.44724e-05 2.45642e-05 1.88595e-05 1.38409e-05 1.39174e-05 0.0446389 9.54477e-06 Variance: 8.33659e-06 Variances/cluster: 1.00352e-07 0.00391989 4.36228e-08 5.15265e-08 8.00651e-08 1.71076e-05 6.30633e-08 4.47369e-08 6.41151e-08 5.5127e-08 5.74125e-08 7.48023e-08 0.0422886 5.2427e-08 -------------------------------------------------------------- Initialization seed trial #174 of 1000; initialization seed = 493580399 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 74 BIC score: 503672 Distortion: 0.0450764 Distortions/cluster: 9.75704e-05 1.27749e-35 3.08605e-05 0.0446389 4.67839e-05 2.74568e-05 4.81569e-35 3.70447e-05 4.29076e-05 3.00803e-05 3.73047e-05 4.07957e-05 4.67043e-05 1.08283e-34 Variance: 7.63231e-06 Variances/cluster: 1.00269e-07 0 6.08638e-08 0.0422886 8.44208e-08 5.62588e-08 2.67973e-31 4.5899e-08 4.45522e-08 7.57631e-08 6.0737e-08 6.98334e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #175 of 1000; initialization seed = 493580400 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 508041 Distortion: 0.040244 Distortions/cluster: 1.906e-05 7.5837e-05 6.80765e-05 0.00391362 2.65225e-05 2.09051e-05 2.37044e-35 2.21935e-05 2.86012e-05 8.37767e-05 0.0002974 0.0356196 4.67043e-05 2.17614e-05 Variance: 6.81409e-06 Variances/cluster: 3.93766e-08 1.15595e-07 7.62086e-08 0.00391989 5.26193e-08 3.54884e-08 0 4.1325e-08 7.50627e-08 9.74973e-08 6.65271e-07 0.035575 2.74699e-06 4.05201e-08 -------------------------------------------------------------- Initialization seed trial #176 of 1000; initialization seed = 493580401 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 557238 Distortion: 0.0133275 Distortions/cluster: 7.97732e-05 0 3.73047e-05 4.67043e-05 3.25448e-05 0.00872182 2.3444e-05 0.000277999 4.67839e-05 2.34656e-05 4.27051e-05 4.07957e-05 0.00391362 4.05401e-05 Variance: 2.2566e-06 Variances/cluster: 1.10479e-07 0 6.0737e-08 2.74699e-06 5.49694e-08 0.156503 4.36532e-08 1.79339e-06 8.44208e-08 3.71249e-08 4.51866e-08 6.98334e-08 0.00391989 7.34365e-08 -------------------------------------------------------------- Initialization seed trial #177 of 1000; initialization seed = 493580402 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 69 BIC score: 557432 Distortion: 0.0133354 Distortions/cluster: 4.25881e-05 4.67043e-05 3.71885e-05 3.72578e-05 0.00391362 0 4.07184e-05 1.74113e-05 2.68122e-05 1.15485e-05 0.000295226 0.00872182 9.75704e-05 4.6908e-05 Variance: 2.25794e-06 Variances/cluster: 4.44513e-08 2.74699e-06 4.59633e-08 6.07595e-08 0.00391989 0 6.9701e-08 6.3309e-08 5.64417e-08 6.14228e-08 6.45954e-07 0.156503 1.00269e-07 8.44922e-08 -------------------------------------------------------------- Initialization seed trial #178 of 1000; initialization seed = 493580403 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 557238 Distortion: 0.0133275 Distortions/cluster: 3.25448e-05 4.70999e-05 4.67043e-05 3.72578e-05 7.97732e-05 0.00872182 4.27051e-05 2.3444e-05 2.34656e-05 4.05268e-05 0.000277999 4.05401e-05 0 0.00391362 Variance: 2.2566e-06 Variances/cluster: 5.49694e-08 8.45331e-08 2.74699e-06 6.07595e-08 1.10479e-07 0.156503 4.51866e-08 4.36532e-08 3.71249e-08 6.96115e-08 1.79339e-06 7.34365e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #179 of 1000; initialization seed = 493580404 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 503638 Distortion: 0.0450875 Distortions/cluster: 0.0446389 2.97647e-05 7.88843e-05 6.80765e-05 1.08283e-34 4.03463e-05 2.57254e-05 1.27749e-35 4.67043e-05 2.27752e-05 4.81569e-35 3.00268e-05 8.37767e-05 2.2483e-05 Variance: 7.63418e-06 Variances/cluster: 0.0422886 6.11135e-08 1.15486e-07 7.62086e-08 0 4.37084e-08 5.38139e-08 0 2.74699e-06 3.65531e-08 2.67973e-31 7.58193e-08 9.74973e-08 4.12493e-08 -------------------------------------------------------------- Initialization seed trial #180 of 1000; initialization seed = 493580405 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 513267 Distortion: 0.0363183 Distortions/cluster: 3.08605e-05 3.99696e-05 0.000307974 3.70447e-05 1.27749e-35 9.75704e-05 4.29076e-05 3.00803e-05 1.08283e-34 3.58899e-05 2.37044e-35 0.0356196 4.90368e-05 2.74568e-05 Variance: 6.1494e-06 Variances/cluster: 6.08638e-08 6.86544e-08 1.71076e-05 4.5899e-08 0 1.00269e-07 4.45522e-08 7.57631e-08 0 6.04009e-08 0 0.035575 8.51064e-08 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #181 of 1000; initialization seed = 493580406 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 573345 Distortion: 0.00941909 Distortions/cluster: 1.94952e-05 0.000307974 0.00872182 4.22437e-05 4.91981e-05 3.48071e-05 2.36116e-05 4.72422e-05 3.35214e-05 0 4.45648e-05 1.08283e-34 1.27749e-35 9.46155e-05 Variance: 1.59483e-06 Variances/cluster: 6.41085e-08 1.71076e-05 0.156503 6.36145e-08 5.15647e-08 6.09382e-08 6.96288e-08 8.00651e-08 6.22874e-08 0 4.47847e-08 0 0 1.0151e-07 -------------------------------------------------------------- Initialization seed trial #182 of 1000; initialization seed = 493580407 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 573149 Distortion: 0.00942886 Distortions/cluster: 1.27749e-35 1.08283e-34 2.88994e-05 0.000298986 4.67043e-05 3.58899e-05 4.90368e-05 3.99696e-05 4.27712e-05 2.9455e-05 9.76722e-05 3.76561e-05 0.00872182 0 Variance: 1.59649e-06 Variances/cluster: 0 0 5.60016e-08 6.20253e-07 2.74699e-06 6.04009e-08 8.51064e-08 6.86544e-08 4.4503e-08 7.57139e-08 1.0027e-07 4.62554e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #183 of 1000; initialization seed = 493580408 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 572968 Distortion: 0.00943713 Distortions/cluster: 2.49995e-05 4.45301e-05 2.22003e-05 1.27749e-35 4.20073e-05 2.25116e-05 8.37767e-05 0.00872182 0.000307974 1.08283e-34 0 6.80765e-05 1.97962e-05 7.94353e-05 Variance: 1.59789e-06 Variances/cluster: 4.65495e-08 7.82541e-08 4.18048e-08 0 6.28798e-08 3.69001e-08 9.74973e-08 0.156503 1.71076e-05 0 0 7.62086e-08 4.01511e-08 1.09255e-07 -------------------------------------------------------------- Initialization seed trial #184 of 1000; initialization seed = 493580409 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 573152 Distortion: 0.00942885 Distortions/cluster: 4.27712e-05 0.00872182 9.76722e-05 4.67043e-05 4.07957e-05 2.87715e-05 2.88994e-05 0 3.76561e-05 0.000299669 1.08283e-34 4.67839e-05 1.27749e-35 3.73047e-05 Variance: 1.59649e-06 Variances/cluster: 4.4503e-08 0.156503 1.0027e-07 2.74699e-06 6.98334e-08 7.51155e-08 5.60016e-08 0 4.62554e-08 6.14026e-07 0 8.44208e-08 0 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #185 of 1000; initialization seed = 493580410 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 688443 Distortion: 0.000732152 Distortions/cluster: 4.90368e-05 0.000101576 2.37044e-35 1.27749e-35 0.000307974 4.30816e-05 3.99696e-05 0 4.96348e-05 3.64426e-05 0.000104435 9.64317e-35 1.08283e-34 0 Variance: 1.23967e-07 Variances/cluster: 8.51064e-08 5.65829e-08 0 0 1.71076e-05 6.41994e-08 6.86544e-08 0 8.03088e-08 6.12281e-08 9.92642e-08 6.86694e-32 0 0 -------------------------------------------------------------- Initialization seed trial #186 of 1000; initialization seed = 493580411 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 557074 Distortion: 0.0133258 Distortions/cluster: 0.000297453 0 2.86012e-05 0.00872182 4.67839e-05 0.00391362 3.73047e-05 2.7154e-05 4.67043e-05 4.07957e-05 2.58452e-05 3.91468e-05 7.89067e-05 2.16866e-05 Variance: 2.25632e-06 Variances/cluster: 6.63905e-07 0 7.50627e-08 0.156503 8.44208e-08 0.00391989 6.0737e-08 5.30305e-08 2.74699e-06 6.98334e-08 4.12815e-08 4.19094e-08 1.11914e-07 4.09915e-08 -------------------------------------------------------------- Initialization seed trial #187 of 1000; initialization seed = 493580412 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 557074 Distortion: 0.0133258 Distortions/cluster: 3.92239e-05 2.86012e-05 0.000297453 2.58452e-05 2.7154e-05 7.87748e-05 4.67043e-05 3.73047e-05 0 4.07957e-05 0.00872182 2.17412e-05 4.67839e-05 0.00391362 Variance: 2.25632e-06 Variances/cluster: 4.1947e-08 7.50627e-08 6.63905e-07 4.12815e-08 5.30305e-08 1.12045e-07 2.74699e-06 6.0737e-08 0 6.98334e-08 0.156503 4.10172e-08 8.44208e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #188 of 1000; initialization seed = 493580413 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 573344 Distortion: 0.00941909 Distortions/cluster: 1.08283e-34 0.000307974 4.22437e-05 0 4.72422e-05 2.4864e-05 3.28638e-05 4.91981e-05 9.46155e-05 1.92126e-05 3.44908e-05 4.45648e-05 0.00872182 1.27749e-35 Variance: 1.59483e-06 Variances/cluster: 0 1.71076e-05 6.36145e-08 0 8.00651e-08 7.22565e-08 6.08393e-08 5.15647e-08 1.0151e-07 6.35975e-08 6.09179e-08 4.47847e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #189 of 1000; initialization seed = 493580414 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 73 BIC score: 688859 Distortion: 0.000718134 Distortions/cluster: 2.4864e-05 4.30816e-05 1.92126e-05 0 2.37044e-35 0.000101576 0.000307974 1.27749e-35 9.64317e-35 0.000104435 3.44908e-05 1.08283e-34 3.28638e-05 4.96348e-05 Variance: 1.21594e-07 Variances/cluster: 7.22565e-08 6.41994e-08 6.35975e-08 0 0 5.65829e-08 1.71076e-05 0 6.86694e-32 9.92642e-08 6.09179e-08 0 6.08393e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #190 of 1000; initialization seed = 493580415 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 92 BIC score: 502715 Distortion: 0.0453211 Distortions/cluster: 1.08283e-34 4.67839e-05 8.18044e-05 2.28877e-05 4.07957e-05 2.97415e-05 1.27749e-35 0.0446389 4.09577e-05 2.61316e-05 3.73047e-05 0.000304149 2.86463e-05 2.297e-05 Variance: 7.67374e-06 Variances/cluster: 0 8.44208e-08 1.20645e-07 4.14594e-08 6.98334e-08 6.2346e-08 0 0.0422886 4.38951e-08 5.32163e-08 6.0737e-08 1.78889e-05 7.5181e-08 3.68657e-08 -------------------------------------------------------------- Initialization seed trial #191 of 1000; initialization seed = 493580416 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 572987 Distortion: 0.00942537 Distortions/cluster: 0.000317415 4.67839e-05 4.1867e-05 2.46265e-05 2.53095e-05 4.07957e-05 4.67043e-05 0 4.26139e-05 0.00872182 1.08283e-34 8.01272e-05 1.27749e-35 3.73047e-05 Variance: 1.5959e-06 Variances/cluster: 5.34325e-07 8.44208e-08 6.26697e-08 4.47712e-08 3.86952e-08 6.98334e-08 2.74699e-06 0 4.51858e-08 0.156503 0 1.10206e-07 0 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #192 of 1000; initialization seed = 493580417 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 502999 Distortion: 0.0453262 Distortions/cluster: 1.70076e-05 0.0446389 3.91365e-05 1.90629e-05 1.08283e-34 4.37006e-05 1.61692e-05 6.60089e-05 8.366e-05 1.27749e-35 3.16319e-05 3.6261e-05 3.387e-05 0.000300791 Variance: 7.67461e-06 Variances/cluster: 3.62603e-08 0.0422886 7.6582e-08 3.41589e-08 0 3.4137e-07 3.34736e-08 7.42266e-08 9.74749e-08 0 5.31577e-08 5.86698e-08 4.34751e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #193 of 1000; initialization seed = 493580418 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 573163 Distortion: 0.00942065 Distortions/cluster: 3.73047e-05 3.50647e-05 4.67839e-05 2.7616e-05 0.000304149 3.19827e-05 4.07957e-05 0 1.27749e-35 0.00872182 1.08283e-34 0.000104529 3.14533e-05 3.91505e-05 Variance: 1.5951e-06 Variances/cluster: 6.0737e-08 4.46066e-08 8.44208e-08 5.78898e-08 1.78889e-05 7.52474e-08 6.98334e-08 0 0 0.156503 0 1.0698e-07 6.01353e-08 4.12944e-08 -------------------------------------------------------------- Initialization seed trial #194 of 1000; initialization seed = 493580419 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 85 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 4.10797e-05 2.29193e-05 4.81569e-35 2.14045e-05 2.96461e-05 2.86463e-05 6.80765e-05 0 0.00872182 2.61719e-05 4.67043e-05 8.37767e-05 0.00391362 8.01568e-05 Variance: 2.21538e-06 Variances/cluster: 4.39787e-08 3.68435e-08 2.67973e-31 4.07665e-08 6.24078e-08 7.5181e-08 7.62086e-08 0 0.156503 5.31902e-08 2.74699e-06 9.74973e-08 0.00391989 1.13526e-07 -------------------------------------------------------------- Initialization seed trial #195 of 1000; initialization seed = 493580420 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 87 BIC score: 514280 Distortion: 0.0363305 Distortions/cluster: 2.4081e-05 0.000104435 0.0356196 2.63193e-05 2.37044e-35 4.96348e-05 1.27517e-05 4.30816e-05 2.91667e-05 0.000307974 1.27749e-35 0.000101576 1.08283e-34 1.19718e-05 Variance: 6.15146e-06 Variances/cluster: 7.10133e-08 9.92642e-08 0.035575 5.70733e-08 0 8.03088e-08 5.22441e-08 6.41994e-08 5.92624e-08 1.71076e-05 0 5.65829e-08 0 5.56649e-08 -------------------------------------------------------------- Initialization seed trial #196 of 1000; initialization seed = 493580421 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 68 BIC score: 557348 Distortion: 0.0133085 Distortions/cluster: 4.67839e-05 3.29741e-05 0.00391362 4.07957e-05 3.15928e-05 0 4.67043e-05 3.80878e-05 0.00872182 3.84375e-05 0.000300632 2.11853e-05 3.91365e-05 3.67128e-05 Variance: 2.25338e-06 Variances/cluster: 8.44208e-08 3.86533e-08 0.00391989 6.98334e-08 5.12821e-08 0 2.74699e-06 6.13278e-08 0.156503 4.66434e-08 2.56921e-06 3.56614e-08 7.6582e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #197 of 1000; initialization seed = 493580422 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 70 BIC score: 499653 Distortion: 0.0489611 Distortions/cluster: 2.51325e-05 3.01919e-05 0.00391362 3.62143e-05 3.03365e-05 3.62982e-05 3.00268e-05 4.81569e-35 4.04474e-05 3.71755e-05 0.0446389 4.67043e-05 4.75489e-05 4.84821e-05 Variance: 8.29006e-06 Variances/cluster: 5.12861e-08 4.15819e-08 0.00391989 2.96805e-07 6.09117e-08 5.97798e-08 7.58193e-08 2.67973e-31 6.93558e-08 4.08486e-08 0.0422886 2.74699e-06 8.47307e-08 4.88196e-08 -------------------------------------------------------------- Initialization seed trial #198 of 1000; initialization seed = 493580423 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 64 BIC score: 557364 Distortion: 0.0133285 Distortions/cluster: 2.87034e-05 3.48071e-05 0 4.36199e-05 2.36116e-05 4.67043e-05 0.00391362 3.35214e-05 4.22095e-05 0.000297696 0.00872182 2.78453e-05 1.94952e-05 9.48599e-05 Variance: 2.25678e-06 Variances/cluster: 7.51338e-08 6.09382e-08 0 4.44155e-08 6.96288e-08 2.74699e-06 0.00391989 6.22874e-08 4.87353e-08 6.57112e-07 0.156503 5.4487e-08 6.41085e-08 1.00799e-07 -------------------------------------------------------------- Initialization seed trial #199 of 1000; initialization seed = 493580424 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 557071 Distortion: 0.0133177 Distortions/cluster: 2.97647e-05 0.00391362 3.00268e-05 2.58561e-05 4.90368e-05 3.58899e-05 2.51166e-05 0 0.00872182 3.99696e-05 2.26899e-05 3.79187e-05 0.000307974 7.80233e-05 Variance: 2.25495e-06 Variances/cluster: 6.11135e-08 0.00391989 7.58193e-08 5.3862e-08 8.51064e-08 6.04009e-08 4.22088e-08 0 0.156503 6.86544e-08 3.65334e-08 4.08571e-08 1.71076e-05 1.24428e-07 -------------------------------------------------------------- Initialization seed trial #200 of 1000; initialization seed = 493580425 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 573091 Distortion: 0.00943978 Distortions/cluster: 0 2.86012e-05 6.80765e-05 7.95166e-05 4.18847e-05 8.37767e-05 2.7154e-05 2.31056e-05 1.27749e-35 0.00872182 1.08283e-34 2.16866e-05 4.67043e-05 0.000297453 Variance: 1.59834e-06 Variances/cluster: 0 7.50627e-08 7.62086e-08 1.12619e-07 4.47925e-08 9.74973e-08 5.30305e-08 3.69647e-08 0 0.156503 0 4.09915e-08 2.74699e-06 6.63905e-07 -------------------------------------------------------------- Initialization seed trial #201 of 1000; initialization seed = 493580426 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 573154 Distortion: 0.00942885 Distortions/cluster: 2.85345e-05 1.27749e-35 3.99696e-05 0 4.67043e-05 2.87715e-05 3.80351e-05 3.58899e-05 9.76081e-05 0.000299528 4.29557e-05 4.90368e-05 1.08283e-34 0.00872182 Variance: 1.59649e-06 Variances/cluster: 5.57265e-08 0 6.86544e-08 0 2.74699e-06 7.51155e-08 4.64357e-08 6.04009e-08 1.00308e-07 6.17534e-07 4.4556e-08 8.51064e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #202 of 1000; initialization seed = 493580427 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 498598 Distortion: 0.0492289 Distortions/cluster: 4.09808e-05 1.92126e-05 2.70593e-05 3.27217e-05 3.46333e-05 0.000298073 7.69118e-05 2.4864e-05 2.33828e-05 0.00391362 4.67043e-05 2.87715e-05 0.0446389 2.30492e-05 Variance: 8.33541e-06 Variances/cluster: 4.38728e-08 6.35975e-08 5.32616e-08 6.08015e-08 6.09541e-08 6.49343e-07 1.1582e-07 7.22565e-08 4.16025e-08 0.00391989 2.74699e-06 7.51155e-08 0.0422886 3.69336e-08 -------------------------------------------------------------- Initialization seed trial #203 of 1000; initialization seed = 493580428 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 503249 Distortion: 0.0453335 Distortions/cluster: 4.67043e-05 2.39539e-05 7.49785e-05 0.000297453 3.48071e-05 0.0446389 1.91536e-05 2.86012e-05 2.76653e-05 8.43981e-05 3.35214e-05 1.08283e-34 2.33576e-05 1.27749e-35 Variance: 7.67584e-06 Variances/cluster: 2.74699e-06 7.00189e-08 5.11051e-08 6.63905e-07 6.09382e-08 0.0422886 6.36129e-08 7.50627e-08 5.35065e-08 1.08332e-07 6.22874e-08 0 4.30117e-08 0 -------------------------------------------------------------- Initialization seed trial #204 of 1000; initialization seed = 493580429 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 17 BIC score: 503035 Distortion: 0.0453524 Distortions/cluster: 1.08283e-34 1.67667e-05 4.67043e-05 2.83269e-05 7.58113e-05 3.91995e-05 1.69821e-05 1.98305e-05 2.19663e-05 0.000296651 6.75124e-05 1.27749e-35 0.0446389 8.37767e-05 Variance: 7.67905e-06 Variances/cluster: 0 9.63514e-08 2.74699e-06 6.21155e-08 1.11313e-07 4.28373e-08 4.08186e-08 3.80588e-08 3.58886e-08 8.21682e-07 7.5662e-08 0 0.0422886 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #205 of 1000; initialization seed = 493580430 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 76 BIC score: 574151 Distortion: 0.00943281 Distortions/cluster: 4.96348e-05 4.30816e-05 1.27517e-05 0.000101576 2.63193e-05 2.4081e-05 2.91667e-05 1.27749e-35 1.08283e-34 0.00872182 0.000104435 1.19718e-05 0.000307974 0 Variance: 1.59716e-06 Variances/cluster: 8.03088e-08 6.41994e-08 5.22441e-08 5.65829e-08 5.70733e-08 7.10133e-08 5.92624e-08 0 0 0.156503 9.92642e-08 5.56649e-08 1.71076e-05 0 -------------------------------------------------------------- Initialization seed trial #206 of 1000; initialization seed = 493580431 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 68 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 1.27749e-35 4.10797e-05 2.96461e-05 2.29193e-05 2.61719e-05 8.01568e-05 2.14045e-05 4.81569e-35 8.37767e-05 0.0446389 1.08283e-34 6.80765e-05 2.86463e-05 4.67043e-05 Variance: 7.63419e-06 Variances/cluster: 0 4.39787e-08 6.24078e-08 3.68435e-08 5.31902e-08 1.13526e-07 4.07665e-08 2.67973e-31 9.74973e-08 0.0422886 0 7.62086e-08 7.5181e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #207 of 1000; initialization seed = 493580432 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 557139 Distortion: 0.0133196 Distortions/cluster: 3.97965e-05 2.62273e-05 3.79002e-05 3.69625e-05 0.00872182 2.15338e-05 3.93613e-05 8.55035e-05 0.000307974 2.1474e-05 3.33079e-05 0 3.41628e-05 0.00391362 Variance: 2.25527e-06 Variances/cluster: 4.37767e-08 6.12585e-08 6.03455e-08 5.75683e-08 0.156503 3.58856e-08 7.65724e-08 1.01781e-07 1.71076e-05 4.74936e-08 8.00416e-08 0 7.4731e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #208 of 1000; initialization seed = 493580433 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 502954 Distortion: 0.045312 Distortions/cluster: 4.67839e-05 3.23783e-05 1.08283e-34 4.67043e-05 3.73393e-05 3.84454e-05 0.0446389 3.30709e-05 2.04581e-05 0.000300762 1.27749e-35 3.67128e-05 3.9588e-05 4.07957e-05 Variance: 7.67219e-06 Variances/cluster: 8.44208e-08 3.83596e-08 0 2.74699e-06 6.12068e-08 7.64261e-08 0.0422886 5.21572e-08 3.4967e-08 2.54854e-06 0 5.98708e-08 4.70126e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #209 of 1000; initialization seed = 493580434 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 498531 Distortion: 0.0492322 Distortions/cluster: 4.67043e-05 2.29829e-05 7.69072e-05 0.000298073 2.60888e-05 3.32281e-05 2.21275e-05 3.37304e-05 2.87715e-05 0.00391362 2.53737e-05 2.71031e-05 0.0446389 3.85916e-05 Variance: 8.33597e-06 Variances/cluster: 2.74699e-06 3.68864e-08 1.23435e-07 6.49343e-07 6.13652e-08 8.00423e-08 4.86161e-08 7.3624e-08 7.51155e-08 0.00391989 4.2356e-08 5.3243e-08 0.0422886 4.11827e-08 -------------------------------------------------------------- Initialization seed trial #210 of 1000; initialization seed = 493580435 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 62 BIC score: 498379 Distortion: 0.0492358 Distortions/cluster: 3.58899e-05 4.90368e-05 2.86012e-05 0.0446389 3.99696e-05 2.08278e-05 1.92264e-05 2.65995e-05 2.10157e-05 0.00391362 0.0002974 7.593e-05 4.67043e-05 2.20708e-05 Variance: 8.33658e-06 Variances/cluster: 6.04009e-08 8.51064e-08 7.50627e-08 0.0422886 6.86544e-08 3.54173e-08 3.94757e-08 5.26676e-08 4.01791e-08 0.00391989 6.65271e-07 1.13487e-07 2.74699e-06 4.13274e-08 -------------------------------------------------------------- Initialization seed trial #211 of 1000; initialization seed = 493580436 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 574861 Distortion: 0.00918304 Distortions/cluster: 8.366e-05 8.663e-05 1.27749e-35 4.81569e-35 4.00832e-05 3.78154e-05 6.81933e-05 1.08283e-34 0.00872182 2.17441e-05 3.70266e-05 0 4.67043e-05 3.93613e-05 Variance: 1.55487e-06 Variances/cluster: 9.74749e-08 1.03491e-07 0 2.67973e-31 4.40437e-08 6.03065e-08 7.6254e-08 0 0.156503 3.59365e-08 5.75785e-08 0 2.74699e-06 7.65724e-08 -------------------------------------------------------------- Initialization seed trial #212 of 1000; initialization seed = 493580437 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 557197 Distortion: 0.0133164 Distortions/cluster: 4.1779e-05 1.92126e-05 4.94716e-05 8.24906e-05 0.000307974 3.48071e-05 2.4864e-05 2.29287e-05 0.00391362 0 3.25482e-05 3.95286e-05 2.53722e-05 0.00872182 Variance: 2.25473e-06 Variances/cluster: 6.32003e-08 6.35975e-08 8.03046e-08 1.14719e-07 1.71076e-05 6.09382e-08 7.22565e-08 4.26936e-08 0.00391989 0 6.08182e-08 4.17813e-08 3.87317e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #213 of 1000; initialization seed = 493580438 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 42 BIC score: 503079 Distortion: 0.04535 Distortions/cluster: 4.08575e-05 1.16404e-05 1.08283e-34 6.81933e-05 1.27749e-35 7.95014e-05 2.49934e-05 2.28553e-05 1.69003e-05 0.000293803 2.19517e-05 4.67043e-05 8.366e-05 0.0446389 Variance: 7.67863e-06 Variances/cluster: 4.38818e-08 6.15842e-08 0 7.6254e-08 0 1.1471e-07 5.35143e-08 3.67998e-08 6.32921e-08 6.8162e-07 4.09507e-08 2.74699e-06 9.74749e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #214 of 1000; initialization seed = 493580439 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 499498 Distortion: 0.0489949 Distortions/cluster: 8.37767e-05 6.80765e-05 4.81569e-35 2.6985e-05 0.00391362 3.62262e-05 0.0446389 2.15798e-05 2.38315e-05 7.6245e-05 1.42598e-05 4.67043e-05 2.31608e-05 2.14931e-05 Variance: 8.29578e-06 Variances/cluster: 9.74973e-08 7.62086e-08 2.67973e-31 7.06358e-08 0.00391989 3.98494e-08 0.0422886 7.07476e-08 4.05259e-08 1.2878e-07 3.72287e-08 2.74699e-06 6.20876e-08 3.56987e-08 -------------------------------------------------------------- Initialization seed trial #215 of 1000; initialization seed = 493580440 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 499646 Distortion: 0.0489744 Distortions/cluster: 3.32645e-05 4.81569e-35 2.27283e-05 3.85104e-05 2.86463e-05 0.0446389 2.95988e-05 2.55481e-05 8.366e-05 6.64516e-05 1.90628e-05 3.08525e-05 4.35604e-05 0.00391362 Variance: 8.29232e-06 Variances/cluster: 3.8948e-08 2.67973e-31 3.67135e-08 3.18229e-07 7.5181e-08 0.0422886 6.24396e-08 5.22408e-08 9.74749e-08 7.46404e-08 3.90593e-08 4.32676e-08 2.7222e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #216 of 1000; initialization seed = 493580441 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 76 BIC score: 499546 Distortion: 0.0489761 Distortions/cluster: 0.0446389 1.89618e-05 2.50318e-05 0.00391362 3.08605e-05 3.00803e-05 4.67043e-05 4.81569e-35 3.26327e-05 3.70447e-05 9.70233e-05 3.48071e-05 4.29076e-05 2.74568e-05 Variance: 8.29259e-06 Variances/cluster: 0.0422886 6.3397e-08 7.23235e-08 0.00391989 6.08638e-08 7.57631e-08 2.74699e-06 2.67973e-31 6.08624e-08 4.5899e-08 9.98093e-08 6.09382e-08 4.45522e-08 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #217 of 1000; initialization seed = 493580442 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 74 BIC score: 605003 Distortion: 0.00462001 Distortions/cluster: 2.37044e-35 0 0.00391362 2.36116e-05 4.66957e-05 9.36493e-05 3.37267e-05 4.67043e-05 1.96059e-05 3.44908e-05 0.000313359 9.64317e-35 5.18241e-05 4.27239e-05 Variance: 7.82258e-07 Variances/cluster: 0 0 0.00391989 6.96288e-08 4.51126e-08 1.02005e-07 6.22065e-08 2.74699e-06 6.42612e-08 6.09179e-08 4.79102e-07 6.86694e-32 5.30928e-08 7.72522e-08 -------------------------------------------------------------- Initialization seed trial #218 of 1000; initialization seed = 493580443 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 54 BIC score: 500187 Distortion: 0.0492523 Distortions/cluster: 1.29089e-05 9.62403e-06 0.00391362 1.51799e-05 7.98011e-06 0.00010376 4.96348e-05 2.34192e-05 0.000101095 4.27164e-05 0.000307974 9.76178e-06 0.0446389 1.56941e-05 Variance: 8.33937e-06 Variances/cluster: 7.50292e-08 5.22877e-08 0.00391989 4.0793e-08 4.92441e-08 9.83424e-08 8.03088e-08 6.5213e-08 5.65038e-08 6.36553e-08 1.71076e-05 5.19077e-08 0.0422886 4.98065e-08 -------------------------------------------------------------- Initialization seed trial #219 of 1000; initialization seed = 493580444 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 508940 Distortion: 0.0402416 Distortions/cluster: 0.000301709 0 2.07586e-05 0.00391362 4.23392e-05 6.76894e-05 3.70766e-05 4.01979e-05 2.10299e-05 0.0356196 4.72422e-05 2.37044e-35 4.67043e-05 8.366e-05 Variance: 6.81368e-06 Variances/cluster: 2.51395e-06 0 3.81558e-08 0.00391989 4.70917e-08 7.57754e-08 4.62827e-08 6.08086e-08 4.02837e-08 0.035575 8.00651e-08 0 2.74699e-06 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #220 of 1000; initialization seed = 493580445 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 65 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 8.37767e-05 2.29193e-05 2.96461e-05 2.86463e-05 0.00391362 4.81569e-35 0.00872182 4.67043e-05 2.61719e-05 8.01568e-05 6.80765e-05 4.10797e-05 2.14045e-05 0 Variance: 2.21538e-06 Variances/cluster: 9.74973e-08 3.68435e-08 6.24078e-08 7.5181e-08 0.00391989 2.67973e-31 0.156503 2.74699e-06 5.31902e-08 1.13526e-07 7.62086e-08 4.39787e-08 4.07665e-08 0 -------------------------------------------------------------- Initialization seed trial #221 of 1000; initialization seed = 493580446 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 19 BIC score: 557044 Distortion: 0.0133463 Distortions/cluster: 0.00029723 2.87715e-05 0 2.65995e-05 2.16822e-05 8.366e-05 7.49997e-05 2.13118e-05 1.8847e-05 0.00391362 0.00872182 4.67043e-05 6.81933e-05 2.28436e-05 Variance: 2.25978e-06 Variances/cluster: 6.67879e-07 7.51155e-08 0 5.26676e-08 4.05994e-08 9.74749e-08 1.15551e-07 3.5694e-08 3.88564e-08 0.00391989 0.156503 2.74699e-06 7.6254e-08 4.25355e-08 -------------------------------------------------------------- Initialization seed trial #222 of 1000; initialization seed = 493580447 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 53 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 2.86012e-05 2.7094e-05 0 8.366e-05 1.27749e-35 4.20705e-05 0.000297453 0.00872182 4.67043e-05 2.16866e-05 1.08283e-34 2.29791e-05 7.95166e-05 6.81933e-05 Variance: 1.59834e-06 Variances/cluster: 7.50627e-08 5.30168e-08 0 9.74749e-08 0 4.48473e-08 6.63905e-07 0.156503 2.74699e-06 4.09915e-08 0 3.68804e-08 1.12619e-07 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #223 of 1000; initialization seed = 493580448 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 503013 Distortion: 0.045332 Distortions/cluster: 4.67043e-05 9.48599e-05 4.22095e-05 1.27749e-35 2.78453e-05 0.000297696 4.36199e-05 0.0446389 1.89386e-05 3.44908e-05 3.27799e-05 2.52237e-05 2.87034e-05 1.08283e-34 Variance: 7.67558e-06 Variances/cluster: 2.74699e-06 1.00799e-07 4.87353e-08 0 5.4487e-08 6.57112e-07 4.44155e-08 0.0422886 6.33195e-08 6.09179e-08 6.07967e-08 7.24593e-08 7.51338e-08 0 -------------------------------------------------------------- Initialization seed trial #224 of 1000; initialization seed = 493580449 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 67 BIC score: 575727 Distortion: 0.00917869 Distortions/cluster: 4.30816e-05 4.67043e-05 1.86216e-05 0.000101576 3.44908e-05 1.08283e-34 2.48123e-05 3.35127e-05 1.27749e-35 0.00872182 4.96348e-05 0.000104435 0 4.81569e-35 Variance: 1.55413e-06 Variances/cluster: 6.41994e-08 2.74699e-06 6.31039e-08 5.65829e-08 6.09179e-08 0 7.10731e-08 6.18118e-08 0 0.156503 8.03088e-08 9.92642e-08 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #225 of 1000; initialization seed = 493580450 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 66 BIC score: 499413 Distortion: 0.0492342 Distortions/cluster: 1.56942e-05 4.35604e-05 3.43047e-05 3.36414e-05 3.2123e-05 0.000277076 2.29058e-05 2.15266e-05 3.48795e-05 5.81888e-05 8.03927e-05 0.0446389 0.00391362 2.74074e-05 Variance: 8.33631e-06 Variances/cluster: 2.6595e-07 2.7222e-06 3.96094e-08 6.40739e-08 4.3347e-08 1.89761e-06 3.68217e-08 4.22879e-08 3.14191e-07 6.66322e-08 9.47727e-08 0.0422886 0.00391989 4.66865e-08 -------------------------------------------------------------- Initialization seed trial #226 of 1000; initialization seed = 493580451 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 51 BIC score: 508036 Distortion: 0.0402359 Distortions/cluster: 0.00391362 2.92997e-05 2.50327e-05 2.98939e-05 2.13714e-05 2.37044e-35 7.46415e-05 8.37767e-05 2.0748e-05 0.0356196 2.27124e-05 1.92305e-05 0.000307974 6.80765e-05 Variance: 6.81272e-06 Variances/cluster: 0.00391989 6.10362e-08 5.30307e-08 7.58668e-08 4.12538e-08 0 1.1772e-07 9.74973e-08 3.52816e-08 0.035575 4.09931e-08 3.89248e-08 1.71076e-05 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #227 of 1000; initialization seed = 493580452 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 572962 Distortion: 0.00943705 Distortions/cluster: 1.27749e-35 7.68805e-05 1.92251e-05 2.28092e-05 8.37767e-05 1.08283e-34 0.00872182 2.34348e-05 4.19933e-05 0 4.72422e-05 0.000307974 2.38216e-05 6.80765e-05 Variance: 1.59788e-06 Variances/cluster: 0 1.12553e-07 4.01323e-08 4.28703e-08 9.74973e-08 0 0.156503 3.76723e-08 6.26712e-08 0 8.00651e-08 1.71076e-05 4.26109e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #228 of 1000; initialization seed = 493580453 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 498372 Distortion: 0.0492277 Distortions/cluster: 7.42777e-05 2.07105e-05 2.98939e-05 2.05623e-05 0.00391362 4.07957e-05 1.99439e-05 2.49718e-05 0.0446389 2.26665e-05 0.000307974 4.67839e-05 2.92997e-05 3.73047e-05 Variance: 8.33521e-06 Variances/cluster: 1.16412e-07 3.52179e-08 7.58668e-08 4.05531e-08 0.00391989 6.98334e-08 3.97253e-08 5.30138e-08 0.0422886 4.09843e-08 1.71076e-05 8.44208e-08 6.10362e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #229 of 1000; initialization seed = 493580454 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 604821 Distortion: 0.00462065 Distortions/cluster: 4.67839e-05 0.00391362 4.07957e-05 2.87715e-05 4.27712e-05 3.76561e-05 9.76722e-05 4.67043e-05 0 2.37044e-35 0.000299669 2.88994e-05 3.73047e-05 9.64317e-35 Variance: 7.82365e-07 Variances/cluster: 8.44208e-08 0.00391989 6.98334e-08 7.51155e-08 4.4503e-08 4.62554e-08 1.0027e-07 2.74699e-06 0 0 6.14026e-07 5.60016e-08 6.0737e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #230 of 1000; initialization seed = 493580455 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 18 BIC score: 502705 Distortion: 0.0453212 Distortions/cluster: 2.97647e-05 2.57254e-05 7.82744e-05 4.67839e-05 2.2483e-05 0.0446389 4.07957e-05 2.23644e-05 4.07555e-05 0.000307974 3.73047e-05 1.27749e-35 1.08283e-34 3.00268e-05 Variance: 7.67375e-06 Variances/cluster: 6.11135e-08 5.38139e-08 1.14761e-07 8.44208e-08 4.12493e-08 0.0422886 6.98334e-08 3.63607e-08 4.37722e-08 1.71076e-05 6.0737e-08 0 0 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #231 of 1000; initialization seed = 493580456 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 502702 Distortion: 0.0453212 Distortions/cluster: 2.90326e-05 4.07957e-05 2.98517e-05 0.0446389 4.67839e-05 1.27749e-35 2.52487e-05 2.6331e-05 7.80233e-05 1.08283e-34 3.8131e-05 0.000307974 2.27833e-05 3.73047e-05 Variance: 7.67375e-06 Variances/cluster: 7.5797e-08 6.98334e-08 6.1545e-08 0.0422886 8.44208e-08 0 4.22886e-08 5.38419e-08 1.24428e-07 0 4.09096e-08 1.71076e-05 3.66839e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #232 of 1000; initialization seed = 493580457 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 527800 Distortion: 0.0260198 Distortions/cluster: 1.70351e-05 0 0.000294389 1.12608e-05 4.13217e-05 4.67043e-05 0.0214253 2.50339e-05 2.37044e-35 7.89901e-05 2.52535e-05 0.000117982 2.2985e-05 0.00391362 Variance: 4.40566e-06 Variances/cluster: 6.33227e-08 0 6.79826e-07 6.11949e-08 4.45238e-08 2.74699e-06 3.17778e-05 5.34864e-08 0 1.11716e-07 4.76434e-08 1.10126e-07 3.68307e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #233 of 1000; initialization seed = 493580458 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 59 BIC score: 512510 Distortion: 0.0361752 Distortions/cluster: 2.4037e-05 0.0102924 2.01861e-05 2.91874e-05 3.83517e-05 4.67043e-05 1.66747e-05 0.00391362 0.000296957 2.04262e-05 0.0214313 0 1.63402e-05 2.90085e-05 Variance: 6.12516e-06 Variances/cluster: 4.80697e-08 9.99867e-06 4.24035e-08 4.21747e-08 3.01944e-07 2.74699e-06 3.60893e-08 0.00391989 6.76384e-07 3.50924e-08 3.0048e-05 0 3.36882e-08 7.59323e-08 -------------------------------------------------------------- Initialization seed trial #234 of 1000; initialization seed = 493580459 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 508020 Distortion: 0.0402155 Distortions/cluster: 0.00391362 0.0356196 7.83262e-05 2.86463e-05 3.61391e-05 2.97415e-05 2.19964e-05 2.58452e-05 2.37044e-35 4.90368e-05 4.0274e-05 3.81673e-05 0.000307974 2.61316e-05 Variance: 6.80925e-06 Variances/cluster: 0.00391989 0.035575 1.13506e-07 7.5181e-08 6.1129e-08 6.2346e-08 4.09577e-08 4.12815e-08 0 8.51064e-08 6.8705e-08 4.09924e-08 1.71076e-05 5.32163e-08 -------------------------------------------------------------- Initialization seed trial #235 of 1000; initialization seed = 493580460 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 513268 Distortion: 0.0363266 Distortions/cluster: 2.88994e-05 4.07957e-05 1.27749e-35 4.67839e-05 3.73047e-05 9.76722e-05 1.08283e-34 2.87715e-05 2.37044e-35 4.27712e-05 3.76561e-05 0.0356196 0.000299669 4.67043e-05 Variance: 6.15079e-06 Variances/cluster: 5.60016e-08 6.98334e-08 0 8.44208e-08 6.0737e-08 1.0027e-07 0 7.51155e-08 0 4.4503e-08 4.62554e-08 0.035575 6.14026e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #236 of 1000; initialization seed = 493580461 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 502712 Distortion: 0.0453211 Distortions/cluster: 2.86463e-05 2.97415e-05 2.58964e-05 8.11434e-05 1.27749e-35 0.0446389 3.73047e-05 2.62597e-05 1.08283e-34 4.67839e-05 4.07957e-05 0.000304149 2.31561e-05 3.82908e-05 Variance: 7.67374e-06 Variances/cluster: 7.5181e-08 6.2346e-08 4.12973e-08 1.21461e-07 0 0.0422886 6.0737e-08 5.32602e-08 0 8.44208e-08 6.98334e-08 1.78889e-05 4.15689e-08 4.1081e-08 -------------------------------------------------------------- Initialization seed trial #237 of 1000; initialization seed = 493580462 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 80 BIC score: 503177 Distortion: 0.0453098 Distortions/cluster: 0.000300791 3.38285e-05 4.12327e-05 4.70304e-05 1.27749e-35 3.33079e-05 4.15486e-05 4.15046e-05 3.73008e-05 1.08283e-34 4.77407e-05 2.50039e-05 2.15545e-05 0.0446389 Variance: 7.67182e-06 Variances/cluster: 1.87971e-05 7.48182e-08 4.80514e-08 7.99773e-08 0 8.00416e-08 6.20074e-08 3.37398e-07 4.04528e-08 0 4.88603e-08 5.82649e-08 4.75663e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #238 of 1000; initialization seed = 493580463 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 527454 Distortion: 0.0260115 Distortions/cluster: 0.000307974 2.91421e-05 1.88619e-05 0.00391362 2.55938e-05 2.31262e-05 2.06598e-05 0.000113752 0.0214304 2.94394e-05 7.69073e-05 2.37044e-35 0 2.20832e-05 Variance: 4.40426e-06 Variances/cluster: 1.71076e-05 6.18677e-08 3.92104e-08 0.00391989 5.26574e-08 4.42987e-08 3.53118e-08 1.08611e-07 3.06048e-05 7.6659e-08 1.13926e-07 0 0 4.11963e-08 -------------------------------------------------------------- Initialization seed trial #239 of 1000; initialization seed = 493580464 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 558483 Distortion: 0.0130691 Distortions/cluster: 4.67839e-05 2.17441e-05 4.67043e-05 0.00872182 8.62562e-05 4.81569e-35 0 4.07957e-05 3.79002e-05 3.98296e-05 3.69625e-05 3.93613e-05 3.73047e-05 0.00391362 Variance: 2.21285e-06 Variances/cluster: 8.44208e-08 3.59365e-08 2.74699e-06 0.156503 1.02922e-07 2.67973e-31 0 6.98334e-08 6.03455e-08 4.38614e-08 5.75683e-08 7.65724e-08 6.0737e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #240 of 1000; initialization seed = 493580465 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 502994 Distortion: 0.0453319 Distortions/cluster: 0.000299528 1.27749e-35 2.52237e-05 9.7061e-05 4.67043e-05 1.08283e-34 2.85345e-05 3.80351e-05 3.44908e-05 2.87715e-05 0.0446389 1.89386e-05 3.27799e-05 4.29557e-05 Variance: 7.67557e-06 Variances/cluster: 6.17534e-07 0 7.24593e-08 9.98481e-08 2.74699e-06 0 5.57265e-08 4.64357e-08 6.09179e-08 7.51155e-08 0.0422886 6.33195e-08 6.07967e-08 4.4556e-08 -------------------------------------------------------------- Initialization seed trial #241 of 1000; initialization seed = 493580466 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 498613 Distortion: 0.0492289 Distortions/cluster: 0.00391362 3.35214e-05 2.7094e-05 3.48071e-05 0.000297453 0.0446389 4.67043e-05 1.94952e-05 2.36116e-05 4.20705e-05 7.82999e-05 2.86012e-05 2.17412e-05 2.29791e-05 Variance: 8.33541e-06 Variances/cluster: 0.00391989 6.22874e-08 5.30168e-08 6.09382e-08 6.63905e-07 0.0422886 2.74699e-06 6.41085e-08 6.96288e-08 4.48473e-08 1.1137e-07 7.50627e-08 4.10172e-08 3.68804e-08 -------------------------------------------------------------- Initialization seed trial #242 of 1000; initialization seed = 493580467 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 77 BIC score: 503181 Distortion: 0.0453371 Distortions/cluster: 2.48952e-05 4.27239e-05 0.000313359 2.11957e-05 0.0446389 4.67043e-05 5.18241e-05 1.08283e-34 2.06002e-05 9.27613e-05 1.27749e-35 4.65189e-05 2.31325e-05 1.44798e-05 Variance: 7.67645e-06 Variances/cluster: 6.38127e-08 7.72522e-08 4.79102e-07 7.11044e-08 0.0422886 2.74699e-06 5.30928e-08 0 4.84553e-08 1.00928e-07 0 4.50724e-08 5.91436e-08 5.81331e-08 -------------------------------------------------------------- Initialization seed trial #243 of 1000; initialization seed = 493580468 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 51 BIC score: 574093 Distortion: 0.00943174 Distortions/cluster: 0.000307974 4.96348e-05 1.08283e-34 2.48952e-05 4.31509e-05 2.02889e-05 0.000101095 1.27749e-35 2.11957e-05 0.00010376 0 0.00872182 1.44798e-05 2.34427e-05 Variance: 1.59698e-06 Variances/cluster: 1.71076e-05 8.03088e-08 0 6.38127e-08 6.42071e-08 4.78358e-08 5.65038e-08 0 7.11044e-08 9.83424e-08 0 0.156503 5.81331e-08 5.97836e-08 -------------------------------------------------------------- Initialization seed trial #244 of 1000; initialization seed = 493580469 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 573333 Distortion: 0.00942823 Distortions/cluster: 4.67043e-05 5.13219e-05 0.00872182 2.36116e-05 0 3.44908e-05 1.96059e-05 4.2724e-05 1.27749e-35 9.37256e-05 1.08283e-34 3.37267e-05 4.73701e-05 0.000313127 Variance: 1.59638e-06 Variances/cluster: 2.74699e-06 5.32881e-08 0.156503 6.96288e-08 0 6.09179e-08 6.42612e-08 7.73923e-08 0 1.01977e-07 0 6.22065e-08 4.50674e-08 4.80953e-07 -------------------------------------------------------------- Initialization seed trial #245 of 1000; initialization seed = 493580470 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 688067 Distortion: 0.000730065 Distortions/cluster: 4.33813e-05 0.000101165 2.37044e-35 3.36687e-05 4.67043e-05 1.27749e-35 0.000103924 1.08283e-34 0 2.16186e-05 0.000319065 2.61709e-05 3.43671e-05 9.64317e-35 Variance: 1.23614e-07 Variances/cluster: 6.41679e-08 5.65109e-08 0 8.03294e-08 2.74699e-06 0 9.84041e-08 0 0 4.73939e-08 5.20456e-07 6.27392e-08 7.43641e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #246 of 1000; initialization seed = 493580471 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 502765 Distortion: 0.0453301 Distortions/cluster: 1.08283e-34 4.74532e-05 0.0446389 4.67043e-05 3.7166e-05 8.03574e-05 2.15407e-05 2.34447e-05 2.95406e-05 4.02654e-05 1.27749e-35 4.21879e-05 0.000299516 2.29947e-05 Variance: 7.67526e-06 Variances/cluster: 0 8.47111e-08 0.0422886 2.74699e-06 6.07089e-08 1.07708e-07 7.61095e-08 4.43985e-08 5.21873e-08 6.94009e-08 0 4.49246e-08 6.64063e-07 3.69648e-08 -------------------------------------------------------------- Initialization seed trial #247 of 1000; initialization seed = 493580472 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 502963 Distortion: 0.0453423 Distortions/cluster: 3.89617e-05 7.43491e-05 0.000307974 6.80765e-05 1.08283e-34 2.1505e-05 8.37767e-05 1.27749e-35 0.0446389 2.35605e-05 1.78042e-05 2.36941e-05 2.60207e-05 1.76883e-05 Variance: 7.67733e-06 Variances/cluster: 4.28584e-08 1.22475e-07 1.71076e-05 7.62086e-08 0 3.57185e-08 9.74973e-08 0 0.0422886 6.11904e-08 6.95418e-08 4.05682e-08 7.08955e-08 4.17141e-08 -------------------------------------------------------------- Initialization seed trial #248 of 1000; initialization seed = 493580473 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 557053 Distortion: 0.0133264 Distortions/cluster: 0.00391362 2.56846e-05 4.0274e-05 4.90368e-05 4.04063e-05 3.61391e-05 4.67043e-05 0 2.27259e-05 0.000300272 2.19882e-05 0.00872182 7.82098e-05 2.94789e-05 Variance: 2.25641e-06 Variances/cluster: 0.00391989 5.38412e-08 6.8705e-08 8.51064e-08 4.36786e-08 6.1129e-08 2.74699e-06 0 3.65326e-08 7.5062e-07 4.10188e-08 0.156503 1.13502e-07 6.07763e-08 -------------------------------------------------------------- Initialization seed trial #249 of 1000; initialization seed = 493580474 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 502727 Distortion: 0.0453417 Distortions/cluster: 0.000307974 0.0446389 1.27749e-35 2.33312e-05 8.366e-05 2.04404e-05 2.08308e-05 6.81933e-05 2.06051e-05 7.37023e-05 2.48361e-05 2.98939e-05 1.08283e-34 2.92997e-05 Variance: 7.67722e-06 Variances/cluster: 1.71076e-05 0.0422886 0 4.10721e-08 9.74749e-08 3.95331e-08 3.54828e-08 7.6254e-08 4.03985e-08 1.2121e-07 5.28379e-08 7.58668e-08 0 6.10362e-08 -------------------------------------------------------------- Initialization seed trial #250 of 1000; initialization seed = 493580475 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 557338 Distortion: 0.0133285 Distortions/cluster: 2.9455e-05 0.000298986 4.2689e-05 2.43786e-05 1.98062e-05 3.27527e-05 4.67043e-05 0 2.88994e-05 0.00872182 3.77383e-05 0.00391362 9.7125e-05 3.44908e-05 Variance: 2.25677e-06 Variances/cluster: 7.57139e-08 6.20253e-07 4.44638e-08 7.18907e-08 6.42853e-08 6.07463e-08 2.74699e-06 0 5.60016e-08 0.156503 4.62995e-08 0.00391989 9.98112e-08 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #251 of 1000; initialization seed = 493580476 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 557031 Distortion: 0.0133469 Distortions/cluster: 1.9155e-05 0.00872182 8.366e-05 7.41654e-05 0.00391362 2.89479e-05 4.67043e-05 2.5224e-05 6.81933e-05 2.2675e-05 0.000299913 0 2.07535e-05 2.2019e-05 Variance: 2.25988e-06 Variances/cluster: 3.94914e-08 0.156503 9.74749e-08 1.18844e-07 0.00391989 6.11957e-08 2.74699e-06 5.29868e-08 7.6254e-08 4.05596e-08 7.55387e-07 0 3.52911e-08 4.13079e-08 -------------------------------------------------------------- Initialization seed trial #252 of 1000; initialization seed = 493580477 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 63 BIC score: 503095 Distortion: 0.0453277 Distortions/cluster: 2.31568e-05 0.0446389 6.76894e-05 1.08283e-34 8.366e-05 1.93914e-05 2.86463e-05 0.000301126 4.67043e-05 1.27749e-35 3.33853e-05 2.95988e-05 3.30006e-05 2.2411e-05 Variance: 7.67485e-06 Variances/cluster: 4.79393e-08 0.0422886 7.57754e-08 0 9.74749e-08 3.99784e-08 7.5181e-08 2.55162e-06 2.74699e-06 0 3.89981e-08 6.24396e-08 4.55769e-08 3.64364e-08 -------------------------------------------------------------- Initialization seed trial #253 of 1000; initialization seed = 493580478 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 3.73047e-05 4.67839e-05 0.000297453 2.86012e-05 4.07957e-05 4.67043e-05 7.89067e-05 1.27749e-35 1.08283e-34 2.7094e-05 2.29311e-05 0.0446389 4.21186e-05 2.16866e-05 Variance: 7.67513e-06 Variances/cluster: 6.0737e-08 8.44208e-08 6.63905e-07 7.50627e-08 6.98334e-08 2.74699e-06 1.11914e-07 0 0 5.30168e-08 3.68625e-08 0.0422886 4.48508e-08 4.09915e-08 -------------------------------------------------------------- Initialization seed trial #254 of 1000; initialization seed = 493580479 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 573117 Distortion: 0.00943156 Distortions/cluster: 2.86463e-05 8.4973e-05 2.31654e-05 1.08283e-34 3.81534e-05 0 2.61316e-05 1.27749e-35 0.00872182 8.366e-05 0.000304149 6.81933e-05 2.2931e-05 2.97415e-05 Variance: 1.59695e-06 Variances/cluster: 7.5181e-08 1.25503e-07 3.69421e-08 0 4.10216e-08 0 5.32163e-08 0 0.156503 9.74749e-08 1.78889e-05 7.6254e-08 4.14626e-08 6.2346e-08 -------------------------------------------------------------- Initialization seed trial #255 of 1000; initialization seed = 493580480 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 573091 Distortion: 0.00943978 Distortions/cluster: 4.18365e-05 1.27749e-35 1.08283e-34 2.7094e-05 7.95166e-05 0.000297453 2.16866e-05 2.86012e-05 0 0.00872182 8.37767e-05 4.67043e-05 2.3214e-05 6.80765e-05 Variance: 1.59834e-06 Variances/cluster: 4.47889e-08 0 0 5.30168e-08 1.12619e-07 6.63905e-07 4.09915e-08 7.50627e-08 0 0.156503 9.74973e-08 2.74699e-06 3.70196e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #256 of 1000; initialization seed = 493580481 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 19 BIC score: 513523 Distortion: 0.0363282 Distortions/cluster: 2.33576e-05 4.67043e-05 7.49785e-05 2.76653e-05 0.0356196 1.08283e-34 4.74532e-05 0.000297453 2.37044e-35 2.86012e-05 3.73099e-05 1.27749e-35 4.06785e-05 8.43981e-05 Variance: 6.15106e-06 Variances/cluster: 4.30117e-08 2.74699e-06 5.11051e-08 5.35065e-08 0.035575 0 8.47111e-08 6.63905e-07 0 7.50627e-08 6.13449e-08 0 6.95137e-08 1.08332e-07 -------------------------------------------------------------- Initialization seed trial #257 of 1000; initialization seed = 493580482 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 59 BIC score: 502712 Distortion: 0.0453211 Distortions/cluster: 2.97415e-05 1.27749e-35 2.31697e-05 1.08283e-34 8.35241e-05 4.07957e-05 0.0446389 3.83178e-05 2.34655e-05 2.86463e-05 2.62597e-05 4.67839e-05 0.000304149 3.73047e-05 Variance: 7.67373e-06 Variances/cluster: 6.2346e-08 0 3.7008e-08 0 1.2654e-07 6.98334e-08 0.0422886 4.10659e-08 4.1528e-08 7.5181e-08 5.32602e-08 8.44208e-08 1.78889e-05 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #258 of 1000; initialization seed = 493580483 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 68 BIC score: 502989 Distortion: 0.0453237 Distortions/cluster: 3.08605e-05 2.52237e-05 2.74568e-05 1.89386e-05 3.70447e-05 3.00803e-05 3.44908e-05 3.27799e-05 0.000307974 0.0446389 4.29076e-05 9.70233e-05 1.08283e-34 1.27749e-35 Variance: 7.67418e-06 Variances/cluster: 6.08638e-08 7.24593e-08 5.62588e-08 6.33195e-08 4.5899e-08 7.57631e-08 6.09179e-08 6.07967e-08 1.71076e-05 0.0422886 4.45522e-08 9.98093e-08 0 0 -------------------------------------------------------------- Initialization seed trial #259 of 1000; initialization seed = 493580484 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 503830 Distortion: 0.0450749 Distortions/cluster: 9.46155e-05 4.81569e-35 4.67043e-05 4.72422e-05 4.45648e-05 1.08283e-34 1.96059e-05 1.27749e-35 4.91981e-05 3.44908e-05 4.22437e-05 3.37267e-05 2.36116e-05 0.0446389 Variance: 7.63206e-06 Variances/cluster: 1.0151e-07 2.67973e-31 2.74699e-06 8.00651e-08 4.47847e-08 0 6.42612e-08 0 5.15647e-08 6.09179e-08 6.36145e-08 6.22065e-08 6.96288e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #260 of 1000; initialization seed = 493580485 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 18 BIC score: 498656 Distortion: 0.0492277 Distortions/cluster: 2.328e-05 1.19199e-05 4.67839e-05 3.88037e-05 4.07957e-05 2.16649e-05 7.51433e-05 0.00391362 2.36361e-05 3.73047e-05 0.000307974 0.0446389 2.44385e-05 2.34091e-05 Variance: 8.3352e-06 Variances/cluster: 4.04831e-08 6.14374e-08 8.44208e-08 4.27316e-08 6.98334e-08 3.58056e-08 1.20798e-07 0.00391989 5.87909e-08 6.0737e-08 1.71076e-05 0.0422886 7.25122e-08 4.77697e-08 -------------------------------------------------------------- Initialization seed trial #261 of 1000; initialization seed = 493580486 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 502739 Distortion: 0.0453498 Distortions/cluster: 4.67043e-05 2.03102e-05 8.37767e-05 2.66652e-05 2.07542e-05 2.09616e-05 0.0002974 1.27749e-35 2.86012e-05 7.67359e-05 1.08283e-34 2.08468e-05 6.80765e-05 0.0446389 Variance: 7.67859e-06 Variances/cluster: 2.74699e-06 4.03746e-08 9.74973e-08 5.26933e-08 4.02959e-08 4.01525e-08 6.65271e-07 0 7.50627e-08 1.1401e-07 0 3.54496e-08 7.62086e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #262 of 1000; initialization seed = 493580487 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 608671 Distortion: 0.00437049 Distortions/cluster: 2.52237e-05 4.81569e-35 1.89386e-05 4.67043e-05 0 0.00391362 3.27799e-05 0.000104435 9.64317e-35 4.96348e-05 4.30816e-05 2.37044e-35 3.44908e-05 0.000101576 Variance: 7.40008e-07 Variances/cluster: 7.24593e-08 2.67973e-31 6.33195e-08 2.74699e-06 0 0.00391989 6.07967e-08 9.92642e-08 6.86694e-32 8.03088e-08 6.41994e-08 0 6.09179e-08 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #263 of 1000; initialization seed = 493580488 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 573304 Distortion: 0.00942771 Distortions/cluster: 1.27749e-35 4.8886e-05 4.23198e-05 3.27527e-05 3.44908e-05 4.67043e-05 9.46155e-05 2.43786e-05 1.98062e-05 0.000317415 1.08283e-34 0 4.4522e-05 0.00872182 Variance: 1.59629e-06 Variances/cluster: 0 5.13992e-08 6.37292e-08 6.07463e-08 6.09179e-08 2.74699e-06 1.0151e-07 7.18907e-08 6.42853e-08 5.34325e-07 0 0 4.47417e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #264 of 1000; initialization seed = 493580489 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 572969 Distortion: 0.00943707 Distortions/cluster: 4.18722e-05 6.81933e-05 0.000307974 4.72422e-05 1.27749e-35 7.81615e-05 1.89982e-05 2.3913e-05 0.00872182 8.366e-05 1.08283e-34 0 2.23774e-05 2.28566e-05 Variance: 1.59788e-06 Variances/cluster: 6.25839e-08 7.6254e-08 1.71076e-05 8.00651e-08 0 1.11809e-07 4.17506e-08 4.12256e-08 0.156503 9.74749e-08 0 0 4.23775e-08 3.72215e-08 -------------------------------------------------------------- Initialization seed trial #265 of 1000; initialization seed = 493580490 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 573040 Distortion: 0.00941673 Distortions/cluster: 4.07957e-05 3.72489e-05 8.61812e-05 4.0051e-05 0 0.00872182 4.67839e-05 0.000307974 3.77449e-05 3.93613e-05 3.73047e-05 1.08283e-34 1.27749e-35 2.14667e-05 Variance: 1.59443e-06 Variances/cluster: 6.98334e-08 5.76553e-08 1.02955e-07 4.38636e-08 0 0.156503 8.44208e-08 1.71076e-05 6.02903e-08 7.65724e-08 6.0737e-08 0 0 3.58333e-08 -------------------------------------------------------------- Initialization seed trial #266 of 1000; initialization seed = 493580491 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 75 BIC score: 604777 Distortion: 0.00462347 Distortions/cluster: 2.61719e-05 0.000307974 8.01568e-05 9.64317e-35 2.86463e-05 0 2.29193e-05 0.00391362 4.10797e-05 2.14045e-05 6.80765e-05 8.37767e-05 2.96461e-05 2.37044e-35 Variance: 7.82844e-07 Variances/cluster: 5.31902e-08 1.71076e-05 1.13526e-07 6.86694e-32 7.5181e-08 0 3.68435e-08 0.00391989 4.39787e-08 4.07665e-08 7.62086e-08 9.74973e-08 6.24078e-08 0 -------------------------------------------------------------- Initialization seed trial #267 of 1000; initialization seed = 493580492 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 57 BIC score: 503004 Distortion: 0.045333 Distortions/cluster: 0.0446389 1.63817e-05 1.27749e-35 3.55994e-05 3.11386e-05 3.91365e-05 1.68975e-05 3.65308e-05 1.08283e-34 8.366e-05 4.67043e-05 0.000301255 1.91249e-05 6.76894e-05 Variance: 7.67576e-06 Variances/cluster: 0.0422886 3.53022e-08 0 4.57536e-08 5.24168e-08 7.6582e-08 3.44817e-08 5.88208e-08 0 9.74749e-08 2.74699e-06 2.53127e-06 3.42088e-08 7.57754e-08 -------------------------------------------------------------- Initialization seed trial #268 of 1000; initialization seed = 493580493 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 502989 Distortion: 0.0453237 Distortions/cluster: 9.70233e-05 1.27749e-35 2.74568e-05 3.08605e-05 3.00803e-05 0.000307974 2.36116e-05 3.72345e-05 1.08283e-34 0.0446389 3.48071e-05 1.94952e-05 4.27172e-05 3.35214e-05 Variance: 7.67418e-06 Variances/cluster: 9.98093e-08 0 5.62588e-08 6.08638e-08 7.57631e-08 1.71076e-05 6.96288e-08 4.59633e-08 0 0.0422886 6.09382e-08 6.41085e-08 4.44932e-08 6.22874e-08 -------------------------------------------------------------- Initialization seed trial #269 of 1000; initialization seed = 493580494 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 604765 Distortion: 0.00460855 Distortions/cluster: 3.69625e-05 0.000307974 3.99696e-05 3.79002e-05 4.90368e-05 3.98296e-05 3.93613e-05 3.58899e-05 8.62562e-05 9.64317e-35 0.00391362 0 2.17441e-05 2.37044e-35 Variance: 7.80316e-07 Variances/cluster: 5.75683e-08 1.71076e-05 6.86544e-08 6.03455e-08 8.51064e-08 4.38614e-08 7.65724e-08 6.04009e-08 1.02922e-07 6.86694e-32 0.00391989 0 3.59365e-08 0 -------------------------------------------------------------- Initialization seed trial #270 of 1000; initialization seed = 493580495 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 498736 Distortion: 0.0492138 Distortions/cluster: 0.0446389 3.32979e-05 2.31568e-05 2.95988e-05 1.93784e-05 4.07957e-05 3.67128e-05 2.86463e-05 3.31047e-05 4.67839e-05 4.67043e-05 2.24067e-05 0.000300632 0.00391362 Variance: 8.33284e-06 Variances/cluster: 0.0422886 3.89415e-08 4.79393e-08 6.24396e-08 3.99516e-08 6.98334e-08 5.98708e-08 7.5181e-08 4.56577e-08 8.44208e-08 2.74699e-06 3.64294e-08 2.56921e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #271 of 1000; initialization seed = 493580496 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 66 BIC score: 498729 Distortion: 0.0492164 Distortions/cluster: 2.4344e-05 0.0446389 2.86012e-05 4.07957e-05 2.2366e-05 0.00391362 0.000297331 1.97726e-05 3.32995e-05 4.67839e-05 4.67043e-05 3.67128e-05 3.57241e-05 3.14729e-05 Variance: 8.3333e-06 Variances/cluster: 4.84897e-08 0.0422886 7.50627e-08 6.98334e-08 3.63634e-08 0.00391989 6.66606e-07 4.03484e-08 3.8989e-08 8.44208e-08 2.74699e-06 5.98708e-08 2.95206e-07 4.33474e-08 -------------------------------------------------------------- Initialization seed trial #272 of 1000; initialization seed = 493580497 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 94 BIC score: 557568 Distortion: 0.0133351 Distortions/cluster: 1.08941e-05 4.66957e-05 5.18241e-05 1.91944e-05 0.00391362 0.000312931 2.96641e-05 2.23127e-05 0.00872182 0 4.67043e-05 9.36493e-05 4.27239e-05 2.30833e-05 Variance: 2.25789e-06 Variances/cluster: 5.52826e-08 4.51126e-08 5.30928e-08 6.439e-08 0.00391989 4.79179e-07 6.07671e-08 4.89156e-08 0.156503 0 2.74699e-06 1.02005e-07 7.72522e-08 7.37255e-08 -------------------------------------------------------------- Initialization seed trial #273 of 1000; initialization seed = 493580498 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 557602 Distortion: 0.0133285 Distortions/cluster: 6.6306e-05 4.67043e-05 0.00391362 3.94347e-05 2.25667e-05 3.07903e-05 3.42212e-05 2.17811e-05 3.23738e-05 8.33627e-05 0.000277677 0.00872182 0 3.78274e-05 Variance: 2.25677e-06 Variances/cluster: 7.43933e-08 2.74699e-06 0.00391989 7.3293e-08 3.65707e-08 5.23599e-08 3.95586e-08 4.29567e-08 4.32767e-08 9.73555e-08 1.83876e-06 0.156503 0 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #274 of 1000; initialization seed = 493580499 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 499258 Distortion: 0.0489735 Distortions/cluster: 4.67043e-05 2.57254e-05 2.97647e-05 2.34655e-05 7.71757e-05 4.67839e-05 2.25053e-05 0.0446389 4.07238e-05 3.00268e-05 4.81569e-35 3.73047e-05 0.00391362 4.07957e-05 Variance: 8.29216e-06 Variances/cluster: 2.74699e-06 5.38139e-08 6.11135e-08 4.1528e-08 1.171e-07 8.44208e-08 3.64712e-08 0.0422886 4.36913e-08 7.58193e-08 2.67973e-31 6.0737e-08 0.00391989 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #275 of 1000; initialization seed = 493580500 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 608374 Distortion: 0.00439123 Distortions/cluster: 6.81933e-05 4.4522e-05 0 4.67043e-05 9.64317e-35 4.94716e-05 8.366e-05 0.00391362 4.08682e-05 9.5956e-05 2.37044e-35 4.81569e-35 0 4.82377e-05 Variance: 7.43521e-07 Variances/cluster: 7.6254e-08 4.47417e-08 0 2.74699e-06 6.86694e-32 8.03046e-08 9.74749e-08 0.00391989 6.32579e-08 1.02398e-07 0 2.67973e-31 0 5.11478e-08 -------------------------------------------------------------- Initialization seed trial #276 of 1000; initialization seed = 493580501 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 2.7094e-05 0 2.29791e-05 1.08283e-34 6.80765e-05 2.16866e-05 7.95166e-05 1.27749e-35 4.20705e-05 0.00872182 8.37767e-05 4.67043e-05 2.86012e-05 0.000297453 Variance: 1.59834e-06 Variances/cluster: 5.30168e-08 0 3.68804e-08 0 7.62086e-08 4.09915e-08 1.12619e-07 0 4.48473e-08 0.156503 9.74973e-08 2.74699e-06 7.50627e-08 6.63905e-07 -------------------------------------------------------------- Initialization seed trial #277 of 1000; initialization seed = 493580502 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 518355 Distortion: 0.0321475 Distortions/cluster: 0.00998646 1.76409e-05 4.67043e-05 0.0215304 6.84051e-05 2.48313e-05 1.21998e-05 1.27749e-35 0 7.95014e-05 4.08575e-05 2.28553e-05 2.19517e-05 0.000295684 Variance: 5.44319e-06 Variances/cluster: 0.185417 6.50905e-08 2.74699e-06 2.50857e-05 7.70077e-08 5.35109e-08 6.42038e-08 0 0 1.1471e-07 4.38818e-08 3.67998e-08 4.09507e-08 6.78116e-07 -------------------------------------------------------------- Initialization seed trial #278 of 1000; initialization seed = 493580503 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 604691 Distortion: 0.00463158 Distortions/cluster: 0.00391362 2.29829e-05 9.64317e-35 2.71031e-05 0.000298073 7.86324e-05 4.67043e-05 2.37044e-35 2.52487e-05 2.87715e-05 6.80765e-05 0 3.85916e-05 8.37767e-05 Variance: 7.84216e-07 Variances/cluster: 0.00391989 3.68864e-08 6.86694e-32 5.3243e-08 6.49343e-07 1.25199e-07 2.74699e-06 0 4.22886e-08 7.51155e-08 7.62086e-08 0 4.11827e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #279 of 1000; initialization seed = 493580504 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 504279 Distortion: 0.0450987 Distortions/cluster: 1.72269e-05 2.47169e-05 1.27749e-35 7.50369e-05 8.17713e-05 2.58511e-05 1.15575e-05 4.81569e-35 8.37767e-05 1.08283e-34 2.50426e-05 0.0446389 6.80765e-05 4.67043e-05 Variance: 7.63608e-06 Variances/cluster: 6.3563e-08 4.26113e-08 0 5.111e-08 1.14998e-07 5.61933e-08 6.17997e-08 2.67973e-31 9.74973e-08 0 5.46733e-08 0.0422886 7.62086e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #280 of 1000; initialization seed = 493580505 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 83 BIC score: 502990 Distortion: 0.0453237 Distortions/cluster: 3.26894e-05 1.08283e-34 3.08605e-05 0.0446389 2.74568e-05 1.8854e-05 4.29076e-05 3.00803e-05 3.47506e-05 1.27749e-35 3.70447e-05 0.000307974 9.70233e-05 2.51399e-05 Variance: 7.67418e-06 Variances/cluster: 6.08545e-08 0 6.08638e-08 0.0422886 5.62588e-08 6.32482e-08 4.45522e-08 7.57631e-08 6.0946e-08 0 4.5899e-08 1.71076e-05 9.98093e-08 7.24266e-08 -------------------------------------------------------------- Initialization seed trial #281 of 1000; initialization seed = 493580506 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 557513 Distortion: 0.0133337 Distortions/cluster: 5.18241e-05 4.67043e-05 4.27239e-05 0.00872182 0.00391362 0 2.45642e-05 2.41251e-05 9.27613e-05 0.000313359 1.53545e-05 4.65189e-05 2.13408e-05 1.89536e-05 Variance: 2.25765e-06 Variances/cluster: 5.30928e-08 2.74699e-06 7.72522e-08 0.156503 0.00391989 0 6.41151e-08 6.02935e-08 1.00928e-07 4.79102e-07 5.92646e-08 4.50724e-08 7.08776e-08 4.62133e-08 -------------------------------------------------------------- Initialization seed trial #282 of 1000; initialization seed = 493580507 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 498918 Distortion: 0.0492376 Distortions/cluster: 1.98552e-05 2.0623e-05 1.73259e-05 0.00391362 6.6306e-05 4.67043e-05 2.88627e-05 0.000291685 1.93142e-05 2.42193e-05 2.8971e-05 8.33627e-05 3.78274e-05 0.0446389 Variance: 8.33688e-06 Variances/cluster: 3.68338e-08 3.51288e-08 6.76735e-08 0.00391989 7.43933e-08 2.74699e-06 3.71431e-08 9.25913e-07 3.90942e-08 4.66614e-08 5.50725e-08 9.73555e-08 3.00181e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #283 of 1000; initialization seed = 493580508 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 558485 Distortion: 0.0130691 Distortions/cluster: 0 4.67043e-05 3.73047e-05 3.93613e-05 0.00391362 3.77449e-05 4.81569e-35 4.67839e-05 3.72489e-05 4.07957e-05 2.14667e-05 8.61812e-05 0.00872182 4.0051e-05 Variance: 2.21285e-06 Variances/cluster: 0 2.74699e-06 6.0737e-08 7.65724e-08 0.00391989 6.02903e-08 2.67973e-31 8.44208e-08 5.76553e-08 6.98334e-08 3.58333e-08 1.02955e-07 0.156503 4.38636e-08 -------------------------------------------------------------- Initialization seed trial #284 of 1000; initialization seed = 493580509 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 20 BIC score: 498686 Distortion: 0.0492356 Distortions/cluster: 0.00391362 2.36033e-05 4.67839e-05 0.0446389 2.27125e-05 7.75199e-05 3.73047e-05 2.22305e-05 4.03939e-05 1.54704e-05 2.26711e-05 0.000286913 4.07957e-05 4.67043e-05 Variance: 8.33655e-06 Variances/cluster: 0.00391989 5.50142e-08 8.44208e-08 0.0422886 4.86308e-08 1.16037e-07 6.0737e-08 3.62019e-08 4.36181e-08 6.52705e-08 4.11415e-08 1.1855e-06 6.98334e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #285 of 1000; initialization seed = 493580510 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 504074 Distortion: 0.0453431 Distortions/cluster: 1.27749e-35 1.85751e-05 0.0446389 0.000307974 1.56589e-05 1.04453e-05 1.8367e-05 1.08283e-34 2.42831e-05 0.000100996 4.96348e-05 1.17151e-05 4.28162e-05 0.00010376 Variance: 7.67747e-06 Variances/cluster: 0 6.47015e-08 0.0422886 1.71076e-05 3.99333e-08 4.85671e-08 6.80044e-08 0 6.43901e-08 5.64796e-08 8.03088e-08 5.5242e-08 6.37091e-08 9.83424e-08 -------------------------------------------------------------- Initialization seed trial #286 of 1000; initialization seed = 493580511 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 82 BIC score: 573174 Distortion: 0.00942889 Distortions/cluster: 4.22095e-05 0.000297696 3.73047e-05 4.07957e-05 4.36199e-05 0 1.08283e-34 4.67839e-05 4.67043e-05 2.78453e-05 2.87034e-05 9.54072e-05 1.27749e-35 0.00872182 Variance: 1.59649e-06 Variances/cluster: 4.87353e-08 6.57112e-07 6.0737e-08 6.98334e-08 4.44155e-08 0 0 8.44208e-08 2.74699e-06 5.4487e-08 7.51338e-08 1.01272e-07 0 0.156503 -------------------------------------------------------------- Initialization seed trial #287 of 1000; initialization seed = 493580512 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 77 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 4.67839e-05 2.86012e-05 0.0446389 1.27749e-35 7.89067e-05 2.7094e-05 4.20705e-05 4.67043e-05 2.16866e-05 2.29791e-05 1.08283e-34 3.73047e-05 0.000297453 4.07957e-05 Variance: 7.67513e-06 Variances/cluster: 8.44208e-08 7.50627e-08 0.0422886 0 1.11914e-07 5.30168e-08 4.48473e-08 2.74699e-06 4.09915e-08 3.68804e-08 0 6.0737e-08 6.63905e-07 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #288 of 1000; initialization seed = 493580513 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 498722 Distortion: 0.0492484 Distortions/cluster: 0.0446389 8.366e-05 2.25181e-05 6.81933e-05 2.1457e-05 7.52274e-05 0.00391362 1.19074e-05 2.02296e-05 2.21508e-05 2.00101e-05 1.99315e-05 2.25695e-05 0.000307974 Variance: 8.3387e-06 Variances/cluster: 0.0422886 9.74749e-08 5.49172e-08 7.6254e-08 4.01778e-08 1.1644e-07 0.00391989 6.13734e-08 4.02945e-08 4.84659e-08 3.46155e-08 3.97008e-08 7.27995e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #289 of 1000; initialization seed = 493580514 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 513426 Distortion: 0.0363168 Distortions/cluster: 2.37044e-35 4.91981e-05 0.000307974 1.08283e-34 4.22437e-05 9.46155e-05 4.72422e-05 0.0356196 3.37267e-05 4.45648e-05 1.27749e-35 3.44908e-05 1.96059e-05 2.36116e-05 Variance: 6.14914e-06 Variances/cluster: 0 5.15647e-08 1.71076e-05 0 6.36145e-08 1.0151e-07 8.00651e-08 0.035575 6.22065e-08 4.47847e-08 0 6.09179e-08 6.42612e-08 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #290 of 1000; initialization seed = 493580515 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 558434 Distortion: 0.0130894 Distortions/cluster: 0 8.37767e-05 2.30533e-05 0.00872182 4.19152e-05 7.80077e-05 6.80765e-05 0.00391362 2.01657e-05 4.72422e-05 2.33789e-05 4.67043e-05 4.81569e-35 2.16338e-05 Variance: 2.21629e-06 Variances/cluster: 0 9.74973e-08 4.30861e-08 0.156503 6.26481e-08 1.11909e-07 7.62086e-08 0.00391989 4.08176e-08 8.00651e-08 3.77036e-08 2.74699e-06 2.67973e-31 4.08149e-08 -------------------------------------------------------------- Initialization seed trial #291 of 1000; initialization seed = 493580516 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 92 BIC score: 687957 Distortion: 0.000720388 Distortions/cluster: 4.27239e-05 4.66957e-05 4.67839e-05 4.07957e-05 0 9.64317e-35 0.000313359 1.08283e-34 9.4196e-05 4.67043e-05 3.73047e-05 1.27749e-35 2.37044e-35 5.18241e-05 Variance: 1.21976e-07 Variances/cluster: 7.72522e-08 4.51126e-08 8.44208e-08 6.98334e-08 0 6.86694e-32 4.79102e-07 0 1.02489e-07 2.74699e-06 6.0737e-08 0 0 5.30928e-08 -------------------------------------------------------------- Initialization seed trial #292 of 1000; initialization seed = 493580517 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 508301 Distortion: 0.0402208 Distortions/cluster: 1.73667e-05 4.71289e-05 0.0356196 2.95304e-05 0.00391362 6.73163e-05 8.366e-05 2.01649e-05 4.03784e-05 4.17482e-05 0.000300791 1.68425e-05 2.37044e-35 2.26852e-05 Variance: 6.81016e-06 Variances/cluster: 3.75057e-08 8.00087e-08 0.035575 4.23035e-08 0.00391989 7.54422e-08 9.74749e-08 4.08157e-08 6.08972e-08 3.39376e-07 1.87971e-05 3.39536e-08 0 3.7063e-08 -------------------------------------------------------------- Initialization seed trial #293 of 1000; initialization seed = 493580518 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 498880 Distortion: 0.0492292 Distortions/cluster: 1.90592e-05 2.1099e-05 2.45642e-05 9.6703e-05 2.40201e-05 3.39052e-05 0.000307974 2.79135e-05 0.0446389 1.55957e-05 3.10082e-05 0.00391362 4.34882e-05 3.12814e-05 Variance: 8.33545e-06 Variances/cluster: 4.62452e-08 7.05431e-08 6.41151e-08 9.77699e-08 6.03328e-08 4.39706e-08 1.71076e-05 5.75483e-08 0.0422886 5.97345e-08 7.56237e-08 0.00391989 4.53908e-08 6.02676e-08 -------------------------------------------------------------- Initialization seed trial #294 of 1000; initialization seed = 493580519 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 85 BIC score: 558437 Distortion: 0.0130894 Distortions/cluster: 4.70304e-05 4.67043e-05 4.81569e-35 0.00391362 2.28369e-05 6.81933e-05 0.00872182 4.1844e-05 2.21649e-05 2.25955e-05 8.366e-05 2.00733e-05 0 7.88552e-05 Variance: 2.21629e-06 Variances/cluster: 7.99773e-08 2.74699e-06 2.67973e-31 0.00391989 3.71895e-08 7.6254e-08 0.156503 6.26353e-08 4.12718e-08 4.31171e-08 9.74749e-08 4.07131e-08 0 1.10897e-07 -------------------------------------------------------------- Initialization seed trial #295 of 1000; initialization seed = 493580520 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 498693 Distortion: 0.0492357 Distortions/cluster: 2.13009e-05 7.68894e-05 3.61391e-05 4.0274e-05 2.28214e-05 4.90368e-05 1.91244e-05 4.67043e-05 2.52158e-05 2.37795e-05 0.000284094 0.0446389 0.00391362 3.77685e-05 Variance: 8.33655e-06 Variances/cluster: 4.68113e-08 1.15439e-07 6.1129e-08 6.8705e-08 4.13392e-08 8.51064e-08 6.75719e-08 2.74699e-06 4.07317e-08 5.45352e-08 1.44935e-06 0.0422886 0.00391989 4.07831e-08 -------------------------------------------------------------- Initialization seed trial #296 of 1000; initialization seed = 493580521 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 498778 Distortion: 0.0492559 Distortions/cluster: 1.9263e-05 4.67043e-05 2.60063e-05 2.69804e-05 0.00391362 7.16674e-05 2.05888e-05 2.20238e-05 2.40683e-05 6.80765e-05 8.37767e-05 0.000274238 1.99573e-05 0.0446389 Variance: 8.33997e-06 Variances/cluster: 3.82929e-08 2.74699e-06 5.48611e-08 6.62858e-08 0.00391989 1.25942e-07 4.08471e-08 5.54705e-08 4.07209e-08 7.62086e-08 9.74973e-08 2.47039e-06 3.45243e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #297 of 1000; initialization seed = 493580522 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 687002 Distortion: 0.000747466 Distortions/cluster: 1.27749e-35 4.67043e-05 4.4522e-05 8.37767e-05 9.64317e-35 0.000317415 4.23198e-05 4.8886e-05 1.08283e-34 6.80765e-05 2.37044e-35 9.57657e-05 0 0 Variance: 1.2656e-07 Variances/cluster: 0 2.74699e-06 4.47417e-08 9.74973e-08 6.86694e-32 5.34325e-07 6.37292e-08 5.13992e-08 0 7.62086e-08 0 1.02524e-07 0 0 -------------------------------------------------------------- Initialization seed trial #298 of 1000; initialization seed = 493580523 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 556941 Distortion: 0.0133231 Distortions/cluster: 0 0.00872182 3.58899e-05 0.000307974 4.1794e-05 2.33118e-05 4.72422e-05 2.0095e-05 0.00391362 4.90368e-05 2.1818e-05 3.99696e-05 7.75846e-05 2.29461e-05 Variance: 2.25586e-06 Variances/cluster: 0 0.156503 6.04009e-08 1.71076e-05 6.25604e-08 3.7656e-08 8.00651e-08 4.10066e-08 0.00391989 8.51064e-08 4.07016e-08 6.86544e-08 1.11143e-07 4.30467e-08 -------------------------------------------------------------- Initialization seed trial #299 of 1000; initialization seed = 493580524 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 48 BIC score: 557430 Distortion: 0.0133354 Distortions/cluster: 3.71885e-05 3.99696e-05 0.00391362 4.25881e-05 1.74113e-05 9.75704e-05 2.68122e-05 1.15485e-05 4.67043e-05 4.90368e-05 0.000295226 3.58899e-05 0 0.00872182 Variance: 2.25794e-06 Variances/cluster: 4.59633e-08 6.86544e-08 0.00391989 4.44513e-08 6.3309e-08 1.00269e-07 5.64417e-08 6.14228e-08 2.74699e-06 8.51064e-08 6.45954e-07 6.04009e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #300 of 1000; initialization seed = 493580525 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 503088 Distortion: 0.0453302 Distortions/cluster: 3.95163e-05 1.27749e-35 1.08283e-34 2.86012e-05 4.35604e-05 2.2366e-05 3.32995e-05 0.000297331 0.0446389 2.4344e-05 8.366e-05 1.97726e-05 3.14729e-05 6.73163e-05 Variance: 7.67527e-06 Variances/cluster: 3.18642e-07 0 0 7.50627e-08 2.7222e-06 3.63634e-08 3.8989e-08 6.66606e-07 0.0422886 4.84897e-08 9.74749e-08 4.03484e-08 4.33474e-08 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #301 of 1000; initialization seed = 493580526 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 503065 Distortion: 0.0453416 Distortions/cluster: 1.08283e-34 1.27749e-35 2.4224e-05 0.0446389 8.366e-05 3.78303e-05 2.31281e-05 8.41329e-05 2.249e-05 6.81933e-05 2.29781e-05 1.9419e-05 0.000304149 1.25053e-05 Variance: 7.67721e-06 Variances/cluster: 0 0 5.4309e-08 0.0422886 9.74749e-08 4.08059e-08 4.12962e-08 1.2727e-07 3.63873e-08 7.6254e-08 5.02762e-08 7.41129e-08 1.78889e-05 6.12955e-08 -------------------------------------------------------------- Initialization seed trial #302 of 1000; initialization seed = 493580527 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 503212 Distortion: 0.0453377 Distortions/cluster: 2.6026e-05 4.85475e-05 4.4522e-05 1.27749e-35 2.4081e-05 2.94601e-05 4.23198e-05 1.08283e-34 1.19718e-05 0.0446389 0.000317415 1.27517e-05 4.67043e-05 9.4955e-05 Variance: 7.67654e-06 Variances/cluster: 5.70561e-08 5.13131e-08 4.47417e-08 0 7.10133e-08 5.92563e-08 6.37292e-08 0 5.56649e-08 0.0422886 5.34325e-07 5.22441e-08 2.74699e-06 1.0133e-07 -------------------------------------------------------------- Initialization seed trial #303 of 1000; initialization seed = 493580528 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 2.7094e-05 1.27749e-35 4.07957e-05 1.08283e-34 4.67043e-05 2.16866e-05 3.73047e-05 4.67839e-05 0.0446389 2.29791e-05 2.86012e-05 0.000297453 4.20705e-05 7.89067e-05 Variance: 7.67513e-06 Variances/cluster: 5.30168e-08 0 6.98334e-08 0 2.74699e-06 4.09915e-08 6.0737e-08 8.44208e-08 0.0422886 3.68804e-08 7.50627e-08 6.63905e-07 4.48473e-08 1.11914e-07 -------------------------------------------------------------- Initialization seed trial #304 of 1000; initialization seed = 493580529 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 513246 Distortion: 0.0363375 Distortions/cluster: 6.81933e-05 0.000297453 1.08283e-34 4.20705e-05 4.67043e-05 8.366e-05 2.29791e-05 0.0356196 7.95166e-05 2.7094e-05 2.16866e-05 2.37044e-35 1.27749e-35 2.86012e-05 Variance: 6.15264e-06 Variances/cluster: 7.6254e-08 6.63905e-07 0 4.48473e-08 2.74699e-06 9.74749e-08 3.68804e-08 0.035575 1.12619e-07 5.30168e-08 4.09915e-08 0 0 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #305 of 1000; initialization seed = 493580530 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 508191 Distortion: 0.0402252 Distortions/cluster: 4.67043e-05 4.0274e-05 3.61391e-05 2.34656e-05 2.3444e-05 4.90368e-05 0.0356196 7.92215e-05 4.05401e-05 2.37044e-35 0.00391362 0.000277999 3.25448e-05 4.27051e-05 Variance: 6.81091e-06 Variances/cluster: 2.74699e-06 6.8705e-08 6.1129e-08 3.71249e-08 4.36532e-08 8.51064e-08 0.035575 1.09867e-07 7.34365e-08 0 0.00391989 1.79339e-06 5.49694e-08 4.51866e-08 -------------------------------------------------------------- Initialization seed trial #306 of 1000; initialization seed = 493580531 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 498693 Distortion: 0.0492369 Distortions/cluster: 2.15818e-05 7.90236e-05 0.00391362 1.68433e-05 4.67043e-05 4.67839e-05 2.23652e-05 0.000282486 2.6375e-05 4.07957e-05 3.73047e-05 2.26435e-05 4.14564e-05 0.0446389 Variance: 8.33676e-06 Variances/cluster: 4.12614e-08 1.11763e-07 0.00391989 7.76127e-08 2.74699e-06 8.44208e-08 4.76827e-08 9.32219e-07 7.22545e-08 6.98334e-08 6.0737e-08 3.65765e-08 4.4525e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #307 of 1000; initialization seed = 493580532 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 87 BIC score: 687957 Distortion: 0.000720388 Distortions/cluster: 5.18241e-05 9.4196e-05 0.000313359 4.67839e-05 4.07957e-05 0 4.67043e-05 9.64317e-35 2.37044e-35 4.27239e-05 4.66957e-05 1.08283e-34 3.73047e-05 1.27749e-35 Variance: 1.21976e-07 Variances/cluster: 5.30928e-08 1.02489e-07 4.79102e-07 8.44208e-08 6.98334e-08 0 2.74699e-06 6.86694e-32 0 7.72522e-08 4.51126e-08 0 6.0737e-08 0 -------------------------------------------------------------- Initialization seed trial #308 of 1000; initialization seed = 493580533 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 498727 Distortion: 0.0492164 Distortions/cluster: 4.67839e-05 3.35102e-05 2.2695e-05 0.0446389 3.67128e-05 4.07957e-05 2.86012e-05 3.57241e-05 0.00391362 3.07571e-05 1.94722e-05 2.48192e-05 0.000297331 4.67043e-05 Variance: 8.3333e-06 Variances/cluster: 8.44208e-08 3.90528e-08 3.6719e-08 0.0422886 5.98708e-08 6.98334e-08 7.50627e-08 2.95206e-07 0.00391989 4.31339e-08 3.96543e-08 4.89486e-08 6.66606e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #309 of 1000; initialization seed = 493580534 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 57 BIC score: 502719 Distortion: 0.0453212 Distortions/cluster: 2.14045e-05 1.08283e-34 0.000307974 4.07957e-05 2.96461e-05 0.0446389 2.29193e-05 3.73047e-05 2.61719e-05 1.27749e-35 2.86463e-05 7.8852e-05 4.17764e-05 4.67839e-05 Variance: 7.67375e-06 Variances/cluster: 4.07665e-08 0 1.71076e-05 6.98334e-08 6.24078e-08 0.0422886 3.68435e-08 6.0737e-08 5.31902e-08 0 7.5181e-08 1.11995e-07 4.46767e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #310 of 1000; initialization seed = 493580535 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 498726 Distortion: 0.0492252 Distortions/cluster: 3.73976e-05 3.36913e-05 0.00391362 2.45285e-05 2.07132e-05 4.14869e-05 1.56052e-05 2.39416e-05 0.000307974 3.9971e-05 1.90592e-05 0.0446389 8.39423e-05 2.43966e-05 Variance: 8.33479e-06 Variances/cluster: 4.10475e-08 5.37289e-08 0.00391989 4.04713e-08 7.04311e-08 7.71071e-08 5.97708e-08 6.26536e-08 1.71076e-05 6.30404e-08 4.62452e-08 0.0422886 1.02735e-07 6.05182e-08 -------------------------------------------------------------- Initialization seed trial #311 of 1000; initialization seed = 493580536 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 573509 Distortion: 0.00940317 Distortions/cluster: 3.99696e-05 1.08283e-34 0.000296857 4.85805e-05 0 4.26657e-05 4.75901e-05 4.37295e-05 3.53035e-05 3.84682e-05 1.27749e-35 0.00872182 3.91508e-05 4.90368e-05 Variance: 1.59214e-06 Variances/cluster: 6.86544e-08 0 1.9788e-05 4.91662e-08 0 6.34851e-08 8.01117e-08 3.67433e-07 5.95142e-08 4.1227e-08 0 0.156503 4.69944e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #312 of 1000; initialization seed = 493580537 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 86 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 4.10797e-05 6.81933e-05 8.366e-05 0.00391362 0 4.81569e-35 2.29193e-05 8.01568e-05 2.86463e-05 2.96461e-05 2.61719e-05 0.00872182 2.14045e-05 4.67043e-05 Variance: 2.21538e-06 Variances/cluster: 4.39787e-08 7.6254e-08 9.74749e-08 0.00391989 0 2.67973e-31 3.68435e-08 1.13526e-07 7.5181e-08 6.24078e-08 5.31902e-08 0.156503 4.07665e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #313 of 1000; initialization seed = 493580538 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 573343 Distortion: 0.00941909 Distortions/cluster: 0.000307974 1.91514e-05 1.08283e-34 4.72422e-05 0.00872182 3.27799e-05 4.91981e-05 1.27749e-35 4.22437e-05 0 2.50109e-05 3.44908e-05 4.45648e-05 9.46155e-05 Variance: 1.59483e-06 Variances/cluster: 1.71076e-05 6.36054e-08 0 8.00651e-08 0.156503 6.07967e-08 5.15647e-08 0 6.36145e-08 0 7.22633e-08 6.09179e-08 4.47847e-08 1.0151e-07 -------------------------------------------------------------- Initialization seed trial #314 of 1000; initialization seed = 493580539 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 604749 Distortion: 0.00460857 Distortions/cluster: 0.000307974 3.97864e-05 4.72422e-05 4.0274e-05 4.90368e-05 2.80203e-05 0.00391362 3.61391e-05 2.53619e-05 9.64317e-35 0 4.21075e-05 2.37044e-35 7.90021e-05 Variance: 7.80319e-07 Variances/cluster: 1.71076e-05 4.23222e-08 8.00651e-08 6.8705e-08 8.51064e-08 4.2709e-08 0.00391989 6.1129e-08 4.5858e-08 6.86694e-32 0 6.28416e-08 0 1.08959e-07 -------------------------------------------------------------- Initialization seed trial #315 of 1000; initialization seed = 493580540 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 687732 Distortion: 0.000722504 Distortions/cluster: 8.366e-05 2.51186e-05 4.21913e-05 2.47607e-05 1.08283e-34 4.72422e-05 9.64317e-35 2.37044e-35 6.81933e-05 0 4.19844e-05 8.13789e-05 1.27749e-35 0.000307974 Variance: 1.22334e-07 Variances/cluster: 9.74749e-08 3.8521e-08 6.28729e-08 4.48521e-08 0 8.00651e-08 6.86694e-32 0 7.6254e-08 0 4.45182e-08 1.11774e-07 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #316 of 1000; initialization seed = 493580541 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 498372 Distortion: 0.0492364 Distortions/cluster: 4.07957e-05 3.73047e-05 4.67043e-05 0.0446389 0.00391362 4.67839e-05 2.06145e-05 0.000300177 2.04549e-05 2.48183e-05 2.06955e-05 2.06225e-05 7.61104e-05 2.87661e-05 Variance: 8.33667e-06 Variances/cluster: 6.98334e-08 6.0737e-08 2.74699e-06 0.0422886 0.00391989 8.44208e-08 4.02592e-08 7.52264e-07 4.02621e-08 5.2688e-08 3.53729e-08 3.98849e-08 1.13587e-07 6.09402e-08 -------------------------------------------------------------- Initialization seed trial #317 of 1000; initialization seed = 493580542 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 527434 Distortion: 0.0260197 Distortions/cluster: 2.9111e-05 2.66269e-05 4.67043e-05 0.0214304 0 2.10415e-05 7.32038e-05 0.00391362 2.0802e-05 0.000113752 2.37044e-35 0.000297681 2.68324e-05 1.99054e-05 Variance: 4.40563e-06 Variances/cluster: 7.60016e-08 4.53566e-08 2.74699e-06 3.06048e-05 0 3.55991e-08 1.20787e-07 0.00391989 4.05462e-08 1.08611e-07 0 6.58533e-07 5.2815e-08 3.97278e-08 -------------------------------------------------------------- Initialization seed trial #318 of 1000; initialization seed = 493580543 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 573424 Distortion: 0.00941556 Distortions/cluster: 2.07945e-05 0.000300791 3.77533e-05 0 4.14264e-05 3.48496e-05 3.80062e-05 1.08283e-34 1.27749e-35 3.64804e-05 8.366e-05 6.73163e-05 3.26589e-05 0.00872182 Variance: 1.59424e-06 Variances/cluster: 3.52409e-08 1.87971e-05 4.46745e-08 0 3.39521e-07 5.79811e-08 7.64653e-08 0 0 5.74438e-08 9.74749e-08 7.54422e-08 3.84642e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #319 of 1000; initialization seed = 493580544 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 604967 Distortion: 0.00461419 Distortions/cluster: 9.41759e-05 4.22437e-05 2.20892e-05 2.62273e-05 4.91981e-05 9.64317e-35 4.72422e-05 2.37044e-35 0.00391362 3.32281e-05 4.45648e-05 0.000307974 3.36284e-05 0 Variance: 7.81272e-07 Variances/cluster: 1.01147e-07 6.36145e-08 4.86389e-08 6.12585e-08 5.15647e-08 6.86694e-32 8.00651e-08 0 0.00391989 8.00423e-08 4.47847e-08 1.71076e-05 7.37233e-08 0 -------------------------------------------------------------- Initialization seed trial #320 of 1000; initialization seed = 493580545 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 557074 Distortion: 0.0133258 Distortions/cluster: 4.90368e-05 0.00872182 4.67043e-05 2.17412e-05 2.29791e-05 7.82999e-05 0.000297453 2.86012e-05 0 2.7094e-05 4.0274e-05 3.61391e-05 0.00391362 4.20705e-05 Variance: 2.25632e-06 Variances/cluster: 8.51064e-08 0.156503 2.74699e-06 4.10172e-08 3.68804e-08 1.1137e-07 6.63905e-07 7.50627e-08 0 5.30168e-08 6.8705e-08 6.1129e-08 0.00391989 4.48473e-08 -------------------------------------------------------------- Initialization seed trial #321 of 1000; initialization seed = 493580546 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 81 BIC score: 498711 Distortion: 0.0492563 Distortions/cluster: 6.81933e-05 2.1273e-05 0.000285349 7.22221e-05 2.43043e-05 0.00391362 0.0446389 2.34966e-05 8.366e-05 4.67043e-05 1.95675e-05 2.02688e-05 1.84108e-05 2.02608e-05 Variance: 8.34004e-06 Variances/cluster: 7.6254e-08 4.65454e-08 1.3333e-06 1.25157e-07 4.07752e-08 0.00391989 0.0422886 5.52812e-08 9.74749e-08 2.74699e-06 3.85153e-08 4.04531e-08 6.71873e-08 3.48084e-08 -------------------------------------------------------------- Initialization seed trial #322 of 1000; initialization seed = 493580547 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 75 BIC score: 557360 Distortion: 0.0133202 Distortions/cluster: 1.94952e-05 0.00872182 3.00803e-05 2.36116e-05 2.74568e-05 4.29076e-05 3.70447e-05 0.00391362 3.35214e-05 0 3.08605e-05 9.70233e-05 3.48071e-05 0.000307974 Variance: 2.25537e-06 Variances/cluster: 6.41085e-08 0.156503 7.57631e-08 6.96288e-08 5.62588e-08 4.45522e-08 4.5899e-08 0.00391989 6.22874e-08 0 6.08638e-08 9.98093e-08 6.09382e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #323 of 1000; initialization seed = 493580548 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 54 BIC score: 499627 Distortion: 0.0489746 Distortions/cluster: 6.6306e-05 2.97647e-05 3.78274e-05 4.67043e-05 0.0446389 2.22907e-05 0.00391362 3.28567e-05 8.33627e-05 3.00268e-05 3.06463e-05 4.81569e-35 1.91579e-05 2.30806e-05 Variance: 8.29234e-06 Variances/cluster: 7.43933e-08 6.11135e-08 3.00181e-07 2.74699e-06 0.0422886 3.62998e-08 0.00391989 3.86972e-08 9.73555e-08 7.58193e-08 4.30994e-08 2.67973e-31 3.94158e-08 4.91031e-08 -------------------------------------------------------------- Initialization seed trial #324 of 1000; initialization seed = 493580549 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 503055 Distortion: 0.0453496 Distortions/cluster: 2.398e-05 7.93329e-05 1.08283e-34 2.17464e-05 0.000286448 2.21748e-05 2.51639e-05 6.81933e-05 1.54704e-05 0.0446389 1.27749e-35 3.78362e-05 8.366e-05 4.67043e-05 Variance: 7.67857e-06 Variances/cluster: 5.42484e-08 1.14798e-07 0 4.07962e-08 1.21367e-06 4.90553e-08 4.07136e-08 7.6254e-08 6.52705e-08 0.0422886 0 4.08563e-08 9.74749e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #325 of 1000; initialization seed = 493580550 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 63 BIC score: 573331 Distortion: 0.00942821 Distortions/cluster: 5.18241e-05 4.27239e-05 4.67043e-05 0 4.66957e-05 1.92126e-05 2.4864e-05 1.08283e-34 9.36493e-05 3.48071e-05 0.00872182 3.25482e-05 1.27749e-35 0.000313359 Variance: 1.59638e-06 Variances/cluster: 5.30928e-08 7.72522e-08 2.74699e-06 0 4.51126e-08 6.35975e-08 7.22565e-08 0 1.02005e-07 6.09382e-08 0.156503 6.08182e-08 0 4.79102e-07 -------------------------------------------------------------- Initialization seed trial #326 of 1000; initialization seed = 493580551 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 63 BIC score: 605146 Distortion: 0.00460736 Distortions/cluster: 6.73163e-05 3.82963e-05 3.91943e-05 3.2526e-05 0.00391362 3.24796e-05 3.69581e-05 0 4.17482e-05 9.64317e-35 2.07682e-05 8.366e-05 0.000300791 2.37044e-35 Variance: 7.80115e-07 Variances/cluster: 7.54422e-08 6.19628e-08 7.65453e-08 3.8489e-08 0.00391989 5.19623e-08 4.47395e-08 0 3.39376e-07 6.86694e-32 3.51963e-08 9.74749e-08 1.87971e-05 0 -------------------------------------------------------------- Initialization seed trial #327 of 1000; initialization seed = 493580552 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 507886 Distortion: 0.0402208 Distortions/cluster: 2.12838e-05 4.19075e-05 4.07957e-05 2.28343e-05 0.00391362 2.37044e-35 7.79088e-05 2.077e-05 0.000307974 4.71289e-05 4.67839e-05 3.73047e-05 2.29621e-05 0.0356196 Variance: 6.81016e-06 Variances/cluster: 4.03832e-08 6.26366e-08 6.98334e-08 4.29983e-08 0.00391989 0 1.10971e-07 4.12887e-08 1.71076e-05 8.00087e-08 8.44208e-08 6.0737e-08 3.74543e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #328 of 1000; initialization seed = 493580553 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 518492 Distortion: 0.0320775 Distortions/cluster: 2.13023e-05 4.67043e-05 0.00030327 1.27749e-35 2.43385e-05 0.021426 4.35072e-05 0.00998646 0.000117982 3.00409e-05 0 2.00707e-05 3.03535e-05 2.74589e-05 Variance: 5.43134e-06 Variances/cluster: 3.81045e-08 2.74699e-06 2.46532e-06 0 5.05951e-08 3.16849e-05 4.7701e-08 0.185417 1.10126e-07 6.10538e-08 0 4.05433e-08 7.66442e-08 4.01987e-08 -------------------------------------------------------------- Initialization seed trial #329 of 1000; initialization seed = 493580554 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 499269 Distortion: 0.0489735 Distortions/cluster: 4.67043e-05 3.81561e-05 2.58452e-05 4.67839e-05 3.73047e-05 2.86463e-05 2.61316e-05 4.07957e-05 2.97415e-05 2.19964e-05 4.81569e-35 7.8891e-05 0.00391362 0.0446389 Variance: 8.29217e-06 Variances/cluster: 2.74699e-06 4.10244e-08 4.12815e-08 8.44208e-08 6.0737e-08 7.5181e-08 5.32163e-08 6.98334e-08 6.2346e-08 4.09577e-08 2.67973e-31 1.13994e-07 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #330 of 1000; initialization seed = 493580555 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 83 BIC score: 573412 Distortion: 0.00941556 Distortions/cluster: 3.24796e-05 2.07682e-05 8.366e-05 3.82963e-05 0.000300791 0 4.17482e-05 6.73163e-05 3.2526e-05 1.08283e-34 1.27749e-35 0.00872182 3.91943e-05 3.69581e-05 Variance: 1.59424e-06 Variances/cluster: 5.19623e-08 3.51963e-08 9.74749e-08 6.19628e-08 1.87971e-05 0 3.39376e-07 7.54422e-08 3.8489e-08 0 0 0.156503 7.65453e-08 4.47395e-08 -------------------------------------------------------------- Initialization seed trial #331 of 1000; initialization seed = 493580556 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 503154 Distortion: 0.0453366 Distortions/cluster: 0.000317415 4.85475e-05 1.27749e-35 4.23198e-05 1.44798e-05 9.45153e-05 2.11957e-05 1.08283e-34 0.0446389 2.31325e-05 4.67043e-05 4.4522e-05 2.42703e-05 2.06002e-05 Variance: 7.67637e-06 Variances/cluster: 5.34325e-07 5.13131e-08 0 6.37292e-08 5.81331e-08 1.00969e-07 7.11044e-08 0 0.0422886 5.91436e-08 2.74699e-06 4.47417e-08 6.23709e-08 4.84553e-08 -------------------------------------------------------------- Initialization seed trial #332 of 1000; initialization seed = 493580557 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 42 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 2.96461e-05 0.00872182 0 2.14045e-05 6.81933e-05 0.00391362 2.61719e-05 4.67043e-05 8.366e-05 8.01568e-05 4.10797e-05 2.86463e-05 2.29193e-05 4.81569e-35 Variance: 2.21538e-06 Variances/cluster: 6.24078e-08 0.156503 0 4.07665e-08 7.6254e-08 0.00391989 5.31902e-08 2.74699e-06 9.74749e-08 1.13526e-07 4.39787e-08 7.5181e-08 3.68435e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #333 of 1000; initialization seed = 493580558 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 502976 Distortion: 0.0453323 Distortions/cluster: 0.000300814 3.35214e-05 1.27749e-35 2.79209e-05 3.48071e-05 1.94952e-05 0.0446389 1.08283e-34 3.12981e-05 4.27879e-05 2.36116e-05 3.39858e-05 4.67043e-05 9.84776e-05 Variance: 7.67564e-06 Variances/cluster: 7.35428e-07 6.22874e-08 0 5.75636e-08 6.09382e-08 6.41085e-08 0.0422886 0 6.01838e-08 4.47065e-08 6.96288e-08 4.4018e-08 2.74699e-06 9.92628e-08 -------------------------------------------------------------- Initialization seed trial #334 of 1000; initialization seed = 493580559 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 503077 Distortion: 0.0453418 Distortions/cluster: 6.80765e-05 1.27749e-35 2.41898e-05 2.22969e-05 7.88843e-05 4.06398e-05 1.08283e-34 8.37767e-05 1.15575e-05 2.58511e-05 0.0446389 2.23566e-05 0.000307974 1.72269e-05 Variance: 7.67724e-06 Variances/cluster: 7.62086e-08 0 5.4111e-08 3.63099e-08 1.15486e-07 4.3742e-08 0 9.74973e-08 6.17997e-08 5.61933e-08 0.0422886 4.11684e-08 1.71076e-05 6.3563e-08 -------------------------------------------------------------- Initialization seed trial #335 of 1000; initialization seed = 493580560 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 93 BIC score: 503181 Distortion: 0.0453371 Distortions/cluster: 0.000313359 9.27613e-05 2.48952e-05 2.06002e-05 5.18241e-05 4.67043e-05 2.31325e-05 1.44798e-05 2.11957e-05 4.27239e-05 0.0446389 1.27749e-35 1.08283e-34 4.65189e-05 Variance: 7.67645e-06 Variances/cluster: 4.79102e-07 1.00928e-07 6.38127e-08 4.84553e-08 5.30928e-08 2.74699e-06 5.91436e-08 5.81331e-08 7.11044e-08 7.72522e-08 0.0422886 0 0 4.50724e-08 -------------------------------------------------------------- Initialization seed trial #336 of 1000; initialization seed = 493580561 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 558630 Distortion: 0.0130729 Distortions/cluster: 0.00872182 3.00803e-05 3.73047e-05 3.6773e-05 4.81569e-35 4.67839e-05 4.2926e-05 4.67043e-05 4.07957e-05 2.75883e-05 9.76919e-05 3.08605e-05 0.00391362 0 Variance: 2.2135e-06 Variances/cluster: 0.156503 7.57631e-08 6.0737e-08 4.56189e-08 2.67973e-31 8.44208e-08 4.47107e-08 2.74699e-06 6.98334e-08 5.62975e-08 1.00188e-07 6.08638e-08 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #337 of 1000; initialization seed = 493580562 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 502740 Distortion: 0.0453498 Distortions/cluster: 6.80765e-05 8.37767e-05 2.65995e-05 0.0446389 1.08283e-34 1.27749e-35 2.05058e-05 2.02284e-05 4.67043e-05 2.86012e-05 7.68511e-05 0.0002974 2.09514e-05 2.11361e-05 Variance: 7.67859e-06 Variances/cluster: 7.62086e-08 9.74973e-08 5.26676e-08 0.0422886 0 0 4.04417e-08 3.99736e-08 2.74699e-06 7.50627e-08 1.13843e-07 6.65271e-07 3.55068e-08 4.03321e-08 -------------------------------------------------------------- Initialization seed trial #338 of 1000; initialization seed = 493580563 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 558631 Distortion: 0.0130729 Distortions/cluster: 4.67043e-05 4.07957e-05 2.74568e-05 4.81569e-35 9.75704e-05 3.73047e-05 4.67839e-05 0 3.72345e-05 4.27172e-05 0.00872182 3.00803e-05 0.00391362 3.08605e-05 Variance: 2.2135e-06 Variances/cluster: 2.74699e-06 6.98334e-08 5.62588e-08 2.67973e-31 1.00269e-07 6.0737e-08 8.44208e-08 0 4.59633e-08 4.44932e-08 0.156503 7.57631e-08 0.00391989 6.08638e-08 -------------------------------------------------------------- Initialization seed trial #339 of 1000; initialization seed = 493580564 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 502990 Distortion: 0.045332 Distortions/cluster: 4.67043e-05 1.85027e-05 2.9455e-05 0.0446389 4.2689e-05 2.54932e-05 3.46333e-05 3.77383e-05 1.27749e-35 3.28066e-05 9.7125e-05 0.000298986 2.88994e-05 1.08283e-34 Variance: 7.67558e-06 Variances/cluster: 2.74699e-06 6.29142e-08 7.57139e-08 0.0422886 4.44638e-08 7.26076e-08 6.09541e-08 4.62995e-08 0 6.08462e-08 9.98112e-08 6.20253e-07 5.60016e-08 0 -------------------------------------------------------------- Initialization seed trial #340 of 1000; initialization seed = 493580565 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 502717 Distortion: 0.0453293 Distortions/cluster: 1.27749e-35 7.97043e-05 2.7154e-05 1.08283e-34 3.99696e-05 4.90368e-05 2.17412e-05 2.86012e-05 0.0446389 4.12548e-05 4.67043e-05 3.58899e-05 0.000297453 2.28812e-05 Variance: 7.67513e-06 Variances/cluster: 0 1.12885e-07 5.30305e-08 0 6.86544e-08 8.51064e-08 4.10172e-08 7.50627e-08 0.0422886 4.40247e-08 2.74699e-06 6.04009e-08 6.63905e-07 3.68415e-08 -------------------------------------------------------------- Initialization seed trial #341 of 1000; initialization seed = 493580566 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 502950 Distortion: 0.0453353 Distortions/cluster: 2.61224e-05 4.23721e-05 0.0446389 4.37199e-05 0.000297552 4.67043e-05 2.15794e-05 1.08283e-34 1.27749e-35 2.86012e-05 2.78376e-05 3.33079e-05 3.41628e-05 9.44196e-05 Variance: 7.67614e-06 Variances/cluster: 6.11564e-08 4.86981e-08 0.0422886 4.44721e-08 6.64124e-07 2.74699e-06 4.76212e-08 0 0 7.50627e-08 5.44719e-08 8.00416e-08 7.4731e-08 1.00331e-07 -------------------------------------------------------------- Initialization seed trial #342 of 1000; initialization seed = 493580567 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 18 BIC score: 508024 Distortion: 0.0402236 Distortions/cluster: 4.67043e-05 4.90368e-05 0.000297453 2.17412e-05 2.37044e-35 2.7094e-05 4.19616e-05 7.84569e-05 4.0274e-05 0.00391362 0.0356196 2.29311e-05 3.61391e-05 2.86012e-05 Variance: 6.81063e-06 Variances/cluster: 2.74699e-06 8.51064e-08 6.63905e-07 4.10172e-08 0 5.30168e-08 4.47313e-08 1.11434e-07 6.8705e-08 0.00391989 0.035575 3.68625e-08 6.1129e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #343 of 1000; initialization seed = 493580568 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 84 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 2.29791e-05 8.366e-05 1.08283e-34 4.67043e-05 7.95166e-05 1.27749e-35 2.7094e-05 0 2.86012e-05 4.20705e-05 6.81933e-05 0.00872182 2.16866e-05 0.000297453 Variance: 1.59834e-06 Variances/cluster: 3.68804e-08 9.74749e-08 0 2.74699e-06 1.12619e-07 0 5.30168e-08 0 7.50627e-08 4.48473e-08 7.6254e-08 0.156503 4.09915e-08 6.63905e-07 -------------------------------------------------------------- Initialization seed trial #344 of 1000; initialization seed = 493580569 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 66 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 1.27749e-35 0.0446389 4.07957e-05 4.20705e-05 2.16866e-05 1.08283e-34 4.67839e-05 2.86012e-05 7.89067e-05 2.7094e-05 0.000297453 3.73047e-05 2.29791e-05 4.67043e-05 Variance: 7.67513e-06 Variances/cluster: 0 0.0422886 6.98334e-08 4.48473e-08 4.09915e-08 0 8.44208e-08 7.50627e-08 1.11914e-07 5.30168e-08 6.63905e-07 6.0737e-08 3.68804e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #345 of 1000; initialization seed = 493580570 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 557088 Distortion: 0.0133177 Distortions/cluster: 0.000307974 4.90368e-05 0.00391362 7.83262e-05 2.58452e-05 3.81673e-05 2.19964e-05 2.61316e-05 3.61391e-05 4.0274e-05 2.86463e-05 0.00872182 0 2.97415e-05 Variance: 2.25495e-06 Variances/cluster: 1.71076e-05 8.51064e-08 0.00391989 1.13506e-07 4.12815e-08 4.09924e-08 4.09577e-08 5.32163e-08 6.1129e-08 6.8705e-08 7.5181e-08 0.156503 0 6.2346e-08 -------------------------------------------------------------- Initialization seed trial #346 of 1000; initialization seed = 493580571 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 60 BIC score: 503096 Distortion: 0.0453389 Distortions/cluster: 4.67043e-05 1.74113e-05 3.99696e-05 3.71885e-05 1.08283e-34 0.000295226 1.15485e-05 1.27749e-35 4.25881e-05 0.0446389 2.68122e-05 9.75704e-05 4.90368e-05 3.58899e-05 Variance: 7.67675e-06 Variances/cluster: 2.74699e-06 6.3309e-08 6.86544e-08 4.59633e-08 0 6.45954e-07 6.14228e-08 0 4.44513e-08 0.0422886 5.64417e-08 1.00269e-07 8.51064e-08 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #347 of 1000; initialization seed = 493580572 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 83 BIC score: 558631 Distortion: 0.013073 Distortions/cluster: 3.00803e-05 3.08605e-05 2.74568e-05 0.00391362 4.67043e-05 9.75704e-05 4.07957e-05 3.70447e-05 0 4.81569e-35 4.29076e-05 0.00872182 3.73047e-05 4.67839e-05 Variance: 2.2135e-06 Variances/cluster: 7.57631e-08 6.08638e-08 5.62588e-08 0.00391989 2.74699e-06 1.00269e-07 6.98334e-08 4.5899e-08 0 2.67973e-31 4.45522e-08 0.156503 6.0737e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #348 of 1000; initialization seed = 493580573 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 504272 Distortion: 0.0450987 Distortions/cluster: 6.80765e-05 0.0446389 1.9471e-05 2.25857e-05 4.67043e-05 1.27749e-35 1.08283e-34 8.37767e-05 1.25053e-05 2.47344e-05 2.30635e-05 7.37681e-05 4.81569e-35 8.50582e-05 Variance: 7.63608e-06 Variances/cluster: 7.62086e-08 0.0422886 7.40288e-08 5.0075e-08 2.74699e-06 0 0 9.74973e-08 6.12955e-08 5.45963e-08 4.27853e-08 5.07995e-08 2.67973e-31 1.10027e-07 -------------------------------------------------------------- Initialization seed trial #349 of 1000; initialization seed = 493580574 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 48 BIC score: 573392 Distortion: 0.0094224 Distortions/cluster: 3.23961e-05 1.08283e-34 3.52718e-05 0.000301255 1.27749e-35 3.97521e-05 3.80062e-05 0.00872182 2.06334e-05 4.67043e-05 0 3.52126e-05 6.76894e-05 8.366e-05 Variance: 1.59539e-06 Variances/cluster: 3.83807e-08 0 5.51931e-08 2.53127e-06 0 4.70398e-08 7.64653e-08 0.156503 3.51466e-08 2.74699e-06 0 5.81017e-08 7.57754e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #350 of 1000; initialization seed = 493580575 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 1.27749e-35 4.07957e-05 1.08283e-34 0.000297453 2.16866e-05 4.67043e-05 2.7094e-05 4.20705e-05 3.73047e-05 7.89067e-05 2.29791e-05 0.0446389 2.86012e-05 4.67839e-05 Variance: 7.67513e-06 Variances/cluster: 0 6.98334e-08 0 6.63905e-07 4.09915e-08 2.74699e-06 5.30168e-08 4.48473e-08 6.0737e-08 1.11914e-07 3.68804e-08 0.0422886 7.50627e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #351 of 1000; initialization seed = 493580576 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 53 BIC score: 573181 Distortion: 0.0094206 Distortions/cluster: 1.08283e-34 0.000307974 3.08605e-05 1.27749e-35 3.00803e-05 3.73047e-05 4.07957e-05 2.74568e-05 3.70447e-05 4.29076e-05 9.75704e-05 4.67839e-05 0 0.00872182 Variance: 1.59509e-06 Variances/cluster: 0 1.71076e-05 6.08638e-08 0 7.57631e-08 6.0737e-08 6.98334e-08 5.62588e-08 4.5899e-08 4.45522e-08 1.00269e-07 8.44208e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #352 of 1000; initialization seed = 493580577 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 61 BIC score: 508191 Distortion: 0.0402252 Distortions/cluster: 2.34656e-05 2.33594e-05 7.99201e-05 2.37044e-35 0.000277999 4.90368e-05 3.99696e-05 4.67043e-05 3.25448e-05 0.00391362 0.0356196 4.05401e-05 3.58899e-05 4.26433e-05 Variance: 6.81091e-06 Variances/cluster: 3.71249e-08 4.35767e-08 1.10377e-07 0 1.79339e-06 8.51064e-08 6.86544e-08 2.74699e-06 5.49694e-08 0.00391989 0.035575 7.34365e-08 6.04009e-08 4.5169e-08 -------------------------------------------------------------- Initialization seed trial #353 of 1000; initialization seed = 493580578 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 557074 Distortion: 0.0133258 Distortions/cluster: 2.16866e-05 2.7094e-05 4.20705e-05 0.000297453 0.00872182 7.89067e-05 3.99696e-05 2.29791e-05 3.58899e-05 0.00391362 4.67043e-05 0 2.86012e-05 4.90368e-05 Variance: 2.25632e-06 Variances/cluster: 4.09915e-08 5.30168e-08 4.48473e-08 6.63905e-07 0.156503 1.11914e-07 6.86544e-08 3.68804e-08 6.04009e-08 0.00391989 2.74699e-06 0 7.50627e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #354 of 1000; initialization seed = 493580579 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 557329 Distortion: 0.0133461 Distortions/cluster: 7.64515e-05 3.74728e-05 0.00028526 1.8808e-05 2.29962e-05 6.81933e-05 2.38812e-05 0.00872182 8.366e-05 4.67043e-05 0.00391362 0 2.53012e-05 2.19616e-05 Variance: 2.25976e-06 Variances/cluster: 1.29787e-07 4.05954e-08 1.2791e-06 6.74066e-08 4.75088e-08 7.6254e-08 5.69904e-08 0.156503 9.74749e-08 2.74699e-06 0.00391989 0 4.16098e-08 3.59984e-08 -------------------------------------------------------------- Initialization seed trial #355 of 1000; initialization seed = 493580580 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 573237 Distortion: 0.00944145 Distortions/cluster: 0 3.92794e-05 3.24876e-05 8.366e-05 8.05917e-05 1.27749e-35 2.3297e-05 0.000279312 4.67043e-05 0.00872182 2.34108e-05 4.2698e-05 1.08283e-34 6.81933e-05 Variance: 1.59862e-06 Variances/cluster: 0 7.2869e-08 5.49657e-08 9.74749e-08 1.10998e-07 0 4.35416e-08 1.65259e-06 2.74699e-06 0.156503 3.70969e-08 4.51791e-08 0 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #356 of 1000; initialization seed = 493580581 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 503009 Distortion: 0.0453509 Distortions/cluster: 0.000281935 1.90958e-05 2.23091e-05 1.08283e-34 1.27749e-35 2.16525e-05 4.67043e-05 2.6963e-05 8.33313e-05 7.86297e-05 4.04109e-05 2.28793e-05 0.0446389 6.80765e-05 Variance: 7.67879e-06 Variances/cluster: 9.78861e-07 6.89324e-08 3.62707e-08 0 0 4.85439e-08 2.74699e-06 7.53097e-08 9.7092e-08 1.15792e-07 4.36837e-08 4.17465e-08 0.0422886 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #357 of 1000; initialization seed = 493580582 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 503634 Distortion: 0.0450875 Distortions/cluster: 0.0446389 2.51166e-05 7.86324e-05 2.58561e-05 3.00268e-05 1.08283e-34 6.81933e-05 2.25053e-05 8.366e-05 4.67043e-05 2.97647e-05 1.27749e-35 3.81032e-05 4.81569e-35 Variance: 7.63418e-06 Variances/cluster: 0.0422886 4.22088e-08 1.25199e-07 5.3862e-08 7.58193e-08 0 7.6254e-08 3.64712e-08 9.74749e-08 2.74699e-06 6.11135e-08 0 4.08797e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #358 of 1000; initialization seed = 493580583 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 8.366e-05 4.10797e-05 2.96461e-05 0 4.67043e-05 4.81569e-35 2.14045e-05 2.29193e-05 2.61719e-05 8.01568e-05 6.81933e-05 0.00872182 0.00391362 2.86463e-05 Variance: 2.21538e-06 Variances/cluster: 9.74749e-08 4.39787e-08 6.24078e-08 0 2.74699e-06 2.67973e-31 4.07665e-08 3.68435e-08 5.31902e-08 1.13526e-07 7.6254e-08 0.156503 0.00391989 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #359 of 1000; initialization seed = 493580584 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 557184 Distortion: 0.0133249 Distortions/cluster: 3.75684e-05 0.00391362 3.68291e-05 3.98296e-05 3.28638e-05 2.17441e-05 3.44908e-05 0 1.96949e-05 0.000309691 2.43786e-05 8.57062e-05 0.00872182 4.67043e-05 Variance: 2.25617e-06 Variances/cluster: 6.01044e-08 0.00391989 5.75399e-08 4.38614e-08 6.08393e-08 3.59365e-08 6.09179e-08 0 6.41321e-08 5.95511e-07 7.18907e-08 1.02388e-07 0.156503 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #360 of 1000; initialization seed = 493580585 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 498811 Distortion: 0.0492279 Distortions/cluster: 2.0412e-05 0.0446389 2.49894e-05 2.86463e-05 0.000300791 1.77693e-05 1.62843e-05 2.93425e-05 0.00391362 1.65273e-05 8.366e-05 4.04593e-05 2.91138e-05 6.73163e-05 Variance: 8.33523e-06 Variances/cluster: 3.50681e-08 0.0422886 5.16263e-08 7.5181e-08 1.87971e-05 3.79648e-08 3.36423e-08 6.2559e-08 0.00391989 3.59257e-08 9.74749e-08 3.37121e-07 4.22514e-08 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #361 of 1000; initialization seed = 493580586 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 12 BIC score: 557195 Distortion: 0.0133164 Distortions/cluster: 0.00391362 4.10064e-05 4.15435e-05 2.55764e-05 7.93877e-05 4.62784e-05 2.49694e-05 2.83212e-05 3.44908e-05 1.85027e-05 0.00872182 3.28653e-05 0 0.000307974 Variance: 2.25472e-06 Variances/cluster: 0.00391989 6.12898e-08 4.46186e-08 7.26376e-08 1.06551e-07 7.9784e-08 3.84101e-08 5.06592e-08 6.09179e-08 6.29142e-08 0.156503 6.08421e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #362 of 1000; initialization seed = 493580587 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 573313 Distortion: 0.00942771 Distortions/cluster: 4.53681e-05 3.48071e-05 9.44599e-05 0 0.000315303 4.34036e-05 1.08283e-34 3.35214e-05 1.94952e-05 1.27749e-35 2.36116e-05 4.92127e-05 4.67043e-05 0.00872182 Variance: 1.59629e-06 Variances/cluster: 4.48705e-08 6.09382e-08 1.0167e-07 0 5.43582e-07 6.50673e-08 0 6.22874e-08 6.41085e-08 0 6.96288e-08 5.18518e-08 2.74699e-06 0.156503 -------------------------------------------------------------- Initialization seed trial #363 of 1000; initialization seed = 493580588 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 557049 Distortion: 0.0133463 Distortions/cluster: 0.00391362 0.0002974 6.81933e-05 0.00872182 2.21935e-05 0 2.10157e-05 2.86012e-05 2.65995e-05 8.366e-05 2.08278e-05 7.66583e-05 4.67043e-05 1.89798e-05 Variance: 2.25978e-06 Variances/cluster: 0.00391989 6.65271e-07 7.6254e-08 0.156503 4.1325e-08 0 4.01791e-08 7.50627e-08 5.26676e-08 9.74749e-08 3.54173e-08 1.14234e-07 2.74699e-06 3.92922e-08 -------------------------------------------------------------- Initialization seed trial #364 of 1000; initialization seed = 493580589 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 558585 Distortion: 0.013084 Distortions/cluster: 2.96461e-05 8.37767e-05 0 4.67043e-05 2.61719e-05 2.58452e-05 2.14045e-05 8.00798e-05 4.81569e-35 2.86463e-05 0.00872182 3.82332e-05 6.80765e-05 0.00391362 Variance: 2.21538e-06 Variances/cluster: 6.24078e-08 9.74973e-08 0 2.74699e-06 5.31902e-08 4.12815e-08 4.07665e-08 1.13578e-07 2.67973e-31 7.5181e-08 0.156503 4.10633e-08 7.62086e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #365 of 1000; initialization seed = 493580590 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 557594 Distortion: 0.0133219 Distortions/cluster: 8.38822e-05 0.00872182 0.00391362 7.38121e-05 3.48071e-05 0 3.34105e-05 1.96059e-05 0.000307974 2.36116e-05 3.00268e-05 2.63086e-05 2.30635e-05 2.99465e-05 Variance: 2.25565e-06 Variances/cluster: 1.08787e-07 0.156503 0.00391989 5.07948e-08 6.09382e-08 0 6.21969e-08 6.42612e-08 1.71076e-05 6.96288e-08 7.58193e-08 5.43516e-08 4.27853e-08 6.09859e-08 -------------------------------------------------------------- Initialization seed trial #366 of 1000; initialization seed = 493580591 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 498847 Distortion: 0.0492116 Distortions/cluster: 0.0446389 3.80062e-05 3.97025e-05 3.27527e-05 4.67043e-05 1.98062e-05 0.00391362 3.51506e-05 2.07945e-05 3.26153e-05 3.50058e-05 3.33687e-05 2.43786e-05 0.000300762 Variance: 8.33247e-06 Variances/cluster: 0.0422886 7.64653e-08 4.70926e-08 6.07463e-08 2.74699e-06 6.42853e-08 0.00391989 5.51762e-08 3.52409e-08 3.84581e-08 5.80478e-08 5.91449e-08 7.18907e-08 2.54854e-06 -------------------------------------------------------------- Initialization seed trial #367 of 1000; initialization seed = 493580592 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 502989 Distortion: 0.0453319 Distortions/cluster: 1.08283e-34 3.28638e-05 9.7125e-05 2.43786e-05 3.44908e-05 1.96949e-05 3.77383e-05 1.27749e-35 2.88994e-05 4.2689e-05 0.0446389 2.87715e-05 4.67043e-05 0.000299669 Variance: 7.67557e-06 Variances/cluster: 0 6.08393e-08 9.98112e-08 7.18907e-08 6.09179e-08 6.41321e-08 4.62995e-08 0 5.60016e-08 4.44638e-08 0.0422886 7.51155e-08 2.74699e-06 6.14026e-07 -------------------------------------------------------------- Initialization seed trial #368 of 1000; initialization seed = 493580593 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 557211 Distortion: 0.0133164 Distortions/cluster: 8.57062e-05 3.33744e-05 0.000307974 1.96059e-05 3.79002e-05 3.93613e-05 0.00872182 2.17441e-05 3.44908e-05 2.39625e-05 0 0.00391362 3.69625e-05 3.98296e-05 Variance: 2.25472e-06 Variances/cluster: 1.02388e-07 6.16704e-08 1.71076e-05 6.42612e-08 6.03455e-08 7.65724e-08 0.156503 3.59365e-08 6.09179e-08 7.04558e-08 0 0.00391989 5.75683e-08 4.38614e-08 -------------------------------------------------------------- Initialization seed trial #369 of 1000; initialization seed = 493580594 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 498602 Distortion: 0.0492289 Distortions/cluster: 3.48071e-05 0.0446389 3.35214e-05 2.87034e-05 7.66999e-05 1.94952e-05 2.72795e-05 0.000297681 2.35955e-05 4.67043e-05 0.00391362 2.29348e-05 4.13336e-05 2.36116e-05 Variance: 8.33541e-06 Variances/cluster: 6.09382e-08 0.0422886 6.22874e-08 7.51338e-08 1.16378e-07 6.41085e-08 5.30681e-08 6.58533e-07 4.16107e-08 2.74699e-06 0.00391989 3.68684e-08 4.40618e-08 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #370 of 1000; initialization seed = 493580595 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 48 BIC score: 498780 Distortion: 0.0492306 Distortions/cluster: 7.92215e-05 4.05401e-05 3.48071e-05 4.67043e-05 0.0446389 0.00391362 2.3444e-05 4.27051e-05 3.25448e-05 1.94952e-05 2.36116e-05 0.000277999 3.35214e-05 2.34656e-05 Variance: 8.33569e-06 Variances/cluster: 1.09867e-07 7.34365e-08 6.09382e-08 2.74699e-06 0.0422886 0.00391989 4.36532e-08 4.51866e-08 5.49694e-08 6.41085e-08 6.96288e-08 1.79339e-06 6.22874e-08 3.71249e-08 -------------------------------------------------------------- Initialization seed trial #371 of 1000; initialization seed = 493580596 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 573152 Distortion: 0.00942885 Distortions/cluster: 9.76722e-05 4.67839e-05 0 1.08283e-34 3.76561e-05 2.87715e-05 4.67043e-05 1.27749e-35 2.88994e-05 4.27712e-05 3.73047e-05 0.000299669 4.07957e-05 0.00872182 Variance: 1.59649e-06 Variances/cluster: 1.0027e-07 8.44208e-08 0 0 4.62554e-08 7.51155e-08 2.74699e-06 0 5.60016e-08 4.4503e-08 6.0737e-08 6.14026e-07 6.98334e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #372 of 1000; initialization seed = 493580597 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 67 BIC score: 499228 Distortion: 0.0492377 Distortions/cluster: 5.11104e-05 0.0446389 2.45642e-05 1.71514e-05 1.82742e-05 4.31034e-05 1.17954e-05 0.00391362 9.32357e-05 4.62472e-05 1.79148e-05 1.11021e-05 0.000307974 4.27181e-05 Variance: 8.3369e-06 Variances/cluster: 5.27943e-08 0.0422886 6.41151e-08 4.3628e-08 5.31055e-08 7.72401e-08 6.17357e-08 0.00391989 1.01334e-07 4.50273e-08 7.4622e-08 5.49436e-08 1.71076e-05 6.48171e-08 -------------------------------------------------------------- Initialization seed trial #373 of 1000; initialization seed = 493580598 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 503101 Distortion: 0.0453209 Distortions/cluster: 2.95988e-05 6.73163e-05 3.14248e-05 2.86463e-05 2.54971e-05 0.000300791 0.0446389 3.32602e-05 1.27749e-35 4.04593e-05 2.24939e-05 1.87848e-05 1.08283e-34 8.366e-05 Variance: 7.6737e-06 Variances/cluster: 6.24396e-08 7.54422e-08 4.34007e-08 7.5181e-08 5.22435e-08 1.87971e-05 0.0422886 3.88975e-08 0 3.37121e-07 3.65119e-08 3.91312e-08 0 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #374 of 1000; initialization seed = 493580599 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 503080 Distortion: 0.0453303 Distortions/cluster: 1.08283e-34 1.97726e-05 2.2366e-05 8.366e-05 1.27749e-35 3.14729e-05 0.0446389 6.60089e-05 0.000297331 4.67043e-05 2.4344e-05 3.78274e-05 3.32995e-05 2.86012e-05 Variance: 7.6753e-06 Variances/cluster: 0 4.03484e-08 3.63634e-08 9.74749e-08 0 4.33474e-08 0.0422886 7.42266e-08 6.66606e-07 2.74699e-06 4.84897e-08 3.00181e-07 3.8989e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #375 of 1000; initialization seed = 493580600 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 498785 Distortion: 0.049215 Distortions/cluster: 3.97025e-05 0.00391362 3.51506e-05 0.0446389 3.34328e-05 3.26153e-05 0.000300762 3.20268e-05 2.52451e-05 2.07945e-05 3.50058e-05 2.29817e-05 4.67043e-05 3.80062e-05 Variance: 8.33305e-06 Variances/cluster: 4.70926e-08 0.00391989 5.51762e-08 0.0422886 7.34556e-08 3.84581e-08 2.54854e-06 7.98418e-08 5.81492e-08 3.52409e-08 5.80478e-08 4.9944e-08 2.74699e-06 7.64653e-08 -------------------------------------------------------------- Initialization seed trial #376 of 1000; initialization seed = 493580601 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 84 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 2.7094e-05 2.16866e-05 0 1.08283e-34 7.95166e-05 2.86012e-05 0.00872182 1.27749e-35 0.000297453 4.20705e-05 8.366e-05 6.81933e-05 2.29791e-05 4.67043e-05 Variance: 1.59834e-06 Variances/cluster: 5.30168e-08 4.09915e-08 0 0 1.12619e-07 7.50627e-08 0.156503 0 6.63905e-07 4.48473e-08 9.74749e-08 7.6254e-08 3.68804e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #377 of 1000; initialization seed = 493580602 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 54 BIC score: 557089 Distortion: 0.0133177 Distortions/cluster: 4.09224e-05 4.0274e-05 0.00391362 0.00872182 3.61391e-05 2.19964e-05 4.90368e-05 2.86463e-05 0 7.84947e-05 2.61316e-05 0.000307974 2.29193e-05 2.97415e-05 Variance: 2.25495e-06 Variances/cluster: 4.38573e-08 6.8705e-08 0.00391989 0.156503 6.1129e-08 4.09577e-08 8.51064e-08 7.5181e-08 0 1.13421e-07 5.32163e-08 1.71076e-05 3.68435e-08 6.2346e-08 -------------------------------------------------------------- Initialization seed trial #378 of 1000; initialization seed = 493580603 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 557070 Distortion: 0.0133382 Distortions/cluster: 2.02467e-05 2.07909e-05 8.366e-05 0.00872182 2.0846e-05 2.94324e-05 2.03216e-05 0.00391362 0.000307974 7.69959e-05 6.81933e-05 2.56419e-05 0 2.86463e-05 Variance: 2.25841e-06 Variances/cluster: 3.98523e-08 3.54147e-08 9.74749e-08 0.156503 4.00846e-08 6.24842e-08 4.03972e-08 0.00391989 1.71076e-05 1.13721e-07 7.6254e-08 5.26481e-08 0 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #379 of 1000; initialization seed = 493580604 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 558570 Distortion: 0.013084 Distortions/cluster: 0 6.80765e-05 0.00872182 2.25053e-05 2.34655e-05 4.67043e-05 4.81569e-35 8.37767e-05 2.97647e-05 4.07238e-05 3.00268e-05 7.77872e-05 2.57254e-05 0.00391362 Variance: 2.21537e-06 Variances/cluster: 0 7.62086e-08 0.156503 3.64712e-08 4.1528e-08 2.74699e-06 2.67973e-31 9.74973e-08 6.11135e-08 4.36913e-08 7.58193e-08 1.17849e-07 5.38139e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #380 of 1000; initialization seed = 493580605 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 82 BIC score: 503672 Distortion: 0.0450764 Distortions/cluster: 4.29076e-05 1.08283e-34 3.08605e-05 4.67043e-05 4.67839e-05 4.07957e-05 3.70447e-05 1.27749e-35 3.73047e-05 3.00803e-05 9.75704e-05 4.81569e-35 0.0446389 2.74568e-05 Variance: 7.63231e-06 Variances/cluster: 4.45522e-08 0 6.08638e-08 2.74699e-06 8.44208e-08 6.98334e-08 4.5899e-08 0 6.0737e-08 7.57631e-08 1.00269e-07 2.67973e-31 0.0422886 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #381 of 1000; initialization seed = 493580606 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 19 BIC score: 556948 Distortion: 0.0133231 Distortions/cluster: 1.91598e-05 0.000307974 4.19075e-05 2.26174e-05 0.00872182 2.39539e-05 7.76793e-05 4.71289e-05 0.00391362 3.58899e-05 4.90368e-05 0 3.99696e-05 2.23676e-05 Variance: 2.25586e-06 Variances/cluster: 4.23851e-08 1.71076e-05 6.26366e-08 3.70127e-08 0.156503 4.08037e-08 1.11119e-07 8.00087e-08 0.00391989 6.04009e-08 8.51064e-08 0 6.86544e-08 4.24392e-08 -------------------------------------------------------------- Initialization seed trial #382 of 1000; initialization seed = 493580607 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 527789 Distortion: 0.0260199 Distortions/cluster: 8.01799e-05 0.000293803 4.08575e-05 2.28553e-05 1.69003e-05 2.37044e-35 4.67043e-05 0 0.000114171 0.00391362 2.37605e-05 1.16404e-05 0.0214304 2.49934e-05 Variance: 4.40566e-06 Variances/cluster: 1.13398e-07 6.8162e-07 4.38818e-08 3.67998e-08 6.32921e-08 0 2.74699e-06 0 1.08907e-07 0.00391989 4.5082e-08 6.15842e-08 3.06048e-05 5.35143e-08 -------------------------------------------------------------- Initialization seed trial #383 of 1000; initialization seed = 493580608 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 502712 Distortion: 0.0453211 Distortions/cluster: 8.35241e-05 3.73047e-05 2.86463e-05 1.27749e-35 2.62597e-05 4.07957e-05 3.83178e-05 2.31697e-05 0.000304149 2.97415e-05 0.0446389 1.08283e-34 2.34655e-05 4.67839e-05 Variance: 7.67373e-06 Variances/cluster: 1.2654e-07 6.0737e-08 7.5181e-08 0 5.32602e-08 6.98334e-08 4.10659e-08 3.7008e-08 1.78889e-05 6.2346e-08 0.0422886 0 4.1528e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #384 of 1000; initialization seed = 493580609 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 572980 Distortion: 0.00943749 Distortions/cluster: 3.46864e-05 1.94111e-05 1.27749e-35 6.81933e-05 3.77499e-05 2.20097e-05 8.366e-05 0.00872182 3.93613e-05 1.08283e-34 0 2.03966e-05 0.000307974 8.22299e-05 Variance: 1.59795e-06 Variances/cluster: 5.60308e-08 4.21029e-08 0 7.6254e-08 6.02983e-08 3.92294e-08 9.74749e-08 0.156503 7.65724e-08 0 0 3.51019e-08 1.71076e-05 1.06368e-07 -------------------------------------------------------------- Initialization seed trial #385 of 1000; initialization seed = 493580610 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 557065 Distortion: 0.0133264 Distortions/cluster: 2.64841e-05 4.15428e-05 4.67043e-05 3.61391e-05 2.31538e-05 0.00391362 2.19964e-05 0.00872182 4.0274e-05 4.90368e-05 7.76438e-05 0 0.00029753 3.04605e-05 Variance: 2.25642e-06 Variances/cluster: 5.31762e-08 4.46178e-08 2.74699e-06 6.1129e-08 3.69827e-08 0.00391989 4.09577e-08 0.156503 6.8705e-08 8.51064e-08 1.12517e-07 0 8.01903e-07 6.33224e-08 -------------------------------------------------------------- Initialization seed trial #386 of 1000; initialization seed = 493580611 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 83 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 4.67043e-05 2.14045e-05 8.366e-05 2.86463e-05 6.81933e-05 4.81569e-35 2.61719e-05 2.96461e-05 8.01568e-05 2.29193e-05 1.27749e-35 0.0446389 4.10797e-05 1.08283e-34 Variance: 7.63419e-06 Variances/cluster: 2.74699e-06 4.07665e-08 9.74749e-08 7.5181e-08 7.6254e-08 2.67973e-31 5.31902e-08 6.24078e-08 1.13526e-07 3.68435e-08 0 0.0422886 4.39787e-08 0 -------------------------------------------------------------- Initialization seed trial #387 of 1000; initialization seed = 493580612 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 80 BIC score: 557076 Distortion: 0.0133258 Distortions/cluster: 3.73047e-05 4.20705e-05 0.000297453 4.67839e-05 0 2.86012e-05 4.07957e-05 2.16866e-05 7.89067e-05 4.67043e-05 2.29791e-05 2.7094e-05 0.00872182 0.00391362 Variance: 2.25632e-06 Variances/cluster: 6.0737e-08 4.48473e-08 6.63905e-07 8.44208e-08 0 7.50627e-08 6.98334e-08 4.09915e-08 1.11914e-07 2.74699e-06 3.68804e-08 5.30168e-08 0.156503 0.00391989 -------------------------------------------------------------- Initialization seed trial #388 of 1000; initialization seed = 493580613 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 527454 Distortion: 0.0260115 Distortions/cluster: 2.37044e-35 2.06598e-05 0.000113752 1.88619e-05 2.31262e-05 2.20832e-05 7.69073e-05 2.91504e-05 0.0214304 0 0.00391362 0.000307974 2.56894e-05 2.93358e-05 Variance: 4.40426e-06 Variances/cluster: 0 3.53118e-08 1.08611e-07 3.92104e-08 4.42987e-08 4.11963e-08 1.13926e-07 7.61046e-08 3.06048e-05 0 0.00391989 1.71076e-05 5.26374e-08 6.24116e-08 -------------------------------------------------------------- Initialization seed trial #389 of 1000; initialization seed = 493580614 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 4.07957e-05 2.86012e-05 0.000297453 2.16866e-05 2.29791e-05 1.08283e-34 7.89067e-05 1.27749e-35 3.73047e-05 0.0446389 4.20705e-05 4.67043e-05 4.67839e-05 2.7094e-05 Variance: 7.67513e-06 Variances/cluster: 6.98334e-08 7.50627e-08 6.63905e-07 4.09915e-08 3.68804e-08 0 1.11914e-07 0 6.0737e-08 0.0422886 4.48473e-08 2.74699e-06 8.44208e-08 5.30168e-08 -------------------------------------------------------------- Initialization seed trial #390 of 1000; initialization seed = 493580615 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 20 BIC score: 573022 Distortion: 0.00941675 Distortions/cluster: 3.61391e-05 2.76268e-05 4.63773e-05 2.47864e-05 4.0274e-05 0.00872182 4.90368e-05 4.20418e-05 4.15155e-05 1.08283e-34 0 1.27749e-35 7.91584e-05 0.000307974 Variance: 1.59444e-06 Variances/cluster: 6.1129e-08 4.96837e-08 7.98169e-08 3.82463e-08 6.8705e-08 0.156503 8.51064e-08 4.49126e-08 6.17737e-08 0 0 0 1.06817e-07 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #391 of 1000; initialization seed = 493580616 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 573179 Distortion: 0.0094206 Distortions/cluster: 0.00872182 4.75489e-05 9.76919e-05 2.75883e-05 4.28465e-05 3.00803e-05 3.67534e-05 0.000307974 0 3.68522e-05 3.08605e-05 1.08283e-34 4.05825e-05 1.27749e-35 Variance: 1.59509e-06 Variances/cluster: 0.156503 8.47307e-08 1.00188e-07 5.62975e-08 4.46278e-08 7.57631e-08 6.05294e-08 1.71076e-05 0 4.57172e-08 6.08638e-08 0 6.94685e-08 0 -------------------------------------------------------------- Initialization seed trial #392 of 1000; initialization seed = 493580617 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 508883 Distortion: 0.0402304 Distortions/cluster: 9.46155e-05 3.44908e-05 3.37267e-05 0.0356196 4.45648e-05 4.91981e-05 0.000307974 4.72422e-05 1.96059e-05 4.22437e-05 0.00391362 2.36116e-05 0 2.37044e-35 Variance: 6.81179e-06 Variances/cluster: 1.0151e-07 6.09179e-08 6.22065e-08 0.035575 4.47847e-08 5.15647e-08 1.71076e-05 8.00651e-08 6.42612e-08 6.36145e-08 0.00391989 6.96288e-08 0 0 -------------------------------------------------------------- Initialization seed trial #393 of 1000; initialization seed = 493580618 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 508877 Distortion: 0.0402305 Distortions/cluster: 0.000307974 3.44908e-05 2.50109e-05 4.4522e-05 9.48059e-05 3.27799e-05 2.37044e-35 0 4.94716e-05 1.91514e-05 0.00391362 4.82377e-05 0.0356196 4.08682e-05 Variance: 6.8118e-06 Variances/cluster: 1.71076e-05 6.09179e-08 7.22633e-08 4.47417e-08 1.01388e-07 6.07967e-08 0 0 8.03046e-08 6.36054e-08 0.00391989 5.11478e-08 0.035575 6.32579e-08 -------------------------------------------------------------- Initialization seed trial #394 of 1000; initialization seed = 493580619 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 18 BIC score: 527448 Distortion: 0.0260196 Distortions/cluster: 7.75008e-05 2.00878e-05 0.000297298 0.0214304 2.37044e-35 0.00391362 0 2.66652e-05 2.08979e-05 0.000113752 4.67043e-05 2.05594e-05 2.9111e-05 2.30465e-05 Variance: 4.40562e-06 Variances/cluster: 1.12636e-07 3.98531e-08 6.66533e-07 3.06048e-05 0 0.00391989 0 5.26933e-08 3.54763e-08 1.08611e-07 2.74699e-06 4.04678e-08 7.60016e-08 4.45729e-08 -------------------------------------------------------------- Initialization seed trial #395 of 1000; initialization seed = 493580620 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 557363 Distortion: 0.0133285 Distortions/cluster: 9.48599e-05 0.000297696 2.78453e-05 2.87034e-05 3.44908e-05 1.90462e-05 0 2.51159e-05 0.00872182 4.67043e-05 4.36199e-05 4.22095e-05 0.00391362 3.27799e-05 Variance: 2.25677e-06 Variances/cluster: 1.00799e-07 6.57112e-07 5.4487e-08 7.51338e-08 6.09179e-08 6.34671e-08 0 7.23574e-08 0.156503 2.74699e-06 4.44155e-08 4.87353e-08 0.00391989 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #396 of 1000; initialization seed = 493580621 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 499263 Distortion: 0.0489827 Distortions/cluster: 0.0446389 3.67128e-05 4.67839e-05 3.08118e-05 2.3209e-05 2.6823e-05 2.11982e-05 3.00803e-05 9.21023e-05 4.81569e-35 3.49032e-05 0.00391362 4.67043e-05 4.07957e-05 Variance: 8.29371e-06 Variances/cluster: 0.0422886 5.98708e-08 8.44208e-08 6.08879e-08 4.1367e-08 5.576e-08 4.189e-08 7.57631e-08 1.01874e-07 2.67973e-31 4.47426e-08 0.00391989 2.74699e-06 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #397 of 1000; initialization seed = 493580622 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 513288 Distortion: 0.0363266 Distortions/cluster: 4.67043e-05 4.07957e-05 2.87034e-05 9.63043e-05 0.0356196 0.000297742 4.30249e-05 3.73047e-05 2.79922e-05 1.08283e-34 2.37044e-35 1.27749e-35 4.17201e-05 4.67839e-05 Variance: 6.1508e-06 Variances/cluster: 2.74699e-06 6.98334e-08 7.51338e-08 1.00728e-07 0.035575 6.55766e-07 4.44433e-08 6.0737e-08 5.46673e-08 0 0 0 4.82817e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #398 of 1000; initialization seed = 493580623 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 503099 Distortion: 0.0453208 Distortions/cluster: 4.03328e-05 8.366e-05 6.73163e-05 3.09794e-05 0.000300791 1.27749e-35 2.95988e-05 1.08283e-34 0.0446389 2.27283e-05 3.32645e-05 2.86463e-05 1.90628e-05 2.55481e-05 Variance: 7.6737e-06 Variances/cluster: 3.38891e-07 9.74749e-08 7.54422e-08 4.33848e-08 1.87971e-05 0 6.24396e-08 0 0.0422886 3.67135e-08 3.8948e-08 7.5181e-08 3.90593e-08 5.22408e-08 -------------------------------------------------------------- Initialization seed trial #399 of 1000; initialization seed = 493580624 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 498542 Distortion: 0.0492374 Distortions/cluster: 4.05401e-05 0.000277999 2.17292e-05 4.67839e-05 0.0446389 4.07957e-05 7.69842e-05 1.96323e-05 3.73047e-05 2.19648e-05 3.24168e-05 0.00391362 2.19966e-05 4.67043e-05 Variance: 8.33684e-06 Variances/cluster: 7.34365e-08 1.79339e-06 3.61509e-08 8.44208e-08 0.0422886 6.98334e-08 1.11723e-07 3.99808e-08 6.0737e-08 4.12835e-08 5.48459e-08 0.00391989 4.20545e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #400 of 1000; initialization seed = 493580625 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 604706 Distortion: 0.00463158 Distortions/cluster: 0 0.00391362 4.67043e-05 2.7154e-05 2.37044e-35 3.8527e-05 0.000297453 2.17412e-05 9.64317e-35 6.81933e-05 8.366e-05 2.58452e-05 2.86012e-05 8.00798e-05 Variance: 7.84216e-07 Variances/cluster: 0 0.00391989 2.74699e-06 5.30305e-08 0 4.12459e-08 6.63905e-07 4.10172e-08 6.86694e-32 7.6254e-08 9.74749e-08 4.12815e-08 7.50627e-08 1.13578e-07 -------------------------------------------------------------- Initialization seed trial #401 of 1000; initialization seed = 493580626 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 70 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 2.86463e-05 4.10797e-05 6.81933e-05 2.96461e-05 8.01568e-05 2.29193e-05 1.08283e-34 4.67043e-05 0.0446389 2.61719e-05 8.366e-05 1.27749e-35 4.81569e-35 2.14045e-05 Variance: 7.63419e-06 Variances/cluster: 7.5181e-08 4.39787e-08 7.6254e-08 6.24078e-08 1.13526e-07 3.68435e-08 0 2.74699e-06 0.0422886 5.31902e-08 9.74749e-08 0 2.67973e-31 4.07665e-08 -------------------------------------------------------------- Initialization seed trial #402 of 1000; initialization seed = 493580627 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 573149 Distortion: 0.00942885 Distortions/cluster: 9.76722e-05 0.000298988 4.07957e-05 4.67839e-05 2.96543e-05 4.2689e-05 1.08283e-34 4.67043e-05 3.7643e-05 1.27749e-35 0 3.73047e-05 2.87959e-05 0.00872182 Variance: 1.59649e-06 Variances/cluster: 1.0027e-07 6.18973e-07 6.98334e-08 8.44208e-08 7.56427e-08 4.44638e-08 0 2.74699e-06 4.62393e-08 0 0 6.0737e-08 5.61273e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #403 of 1000; initialization seed = 493580628 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 604752 Distortion: 0.00460854 Distortions/cluster: 0.000307974 7.96161e-05 2.37044e-35 2.51849e-05 4.72422e-05 4.07184e-05 4.6908e-05 4.21075e-05 2.53619e-05 3.72578e-05 0 9.64317e-35 4.2552e-05 0.00391362 Variance: 7.80316e-07 Variances/cluster: 1.71076e-05 1.09503e-07 0 3.85636e-08 8.00651e-08 6.9701e-08 8.44922e-08 6.28416e-08 4.5858e-08 6.07595e-08 0 6.86694e-32 4.5168e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #404 of 1000; initialization seed = 493580629 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 557346 Distortion: 0.0133285 Distortions/cluster: 0.00872182 0 1.85027e-05 0.00391362 3.28066e-05 2.87715e-05 9.7061e-05 3.80351e-05 4.67043e-05 0.000299528 3.46333e-05 2.54932e-05 2.85345e-05 4.29557e-05 Variance: 2.25677e-06 Variances/cluster: 0.156503 0 6.29142e-08 0.00391989 6.08462e-08 7.51155e-08 9.98481e-08 4.64357e-08 2.74699e-06 6.17534e-07 6.09541e-08 7.26076e-08 5.57265e-08 4.4556e-08 -------------------------------------------------------------- Initialization seed trial #405 of 1000; initialization seed = 493580630 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 605920 Distortion: 0.00464368 Distortions/cluster: 4.67043e-05 0.00010376 2.61709e-05 0.000101095 9.64317e-35 2.37044e-35 0 0.00391362 3.36687e-05 0.0003196 4.30753e-05 0 2.16186e-05 3.43671e-05 Variance: 7.86265e-07 Variances/cluster: 2.74699e-06 9.83424e-08 6.27392e-08 5.65038e-08 6.86694e-32 0 0 0.00391989 8.03294e-08 5.15442e-07 6.41901e-08 0 4.73939e-08 7.43641e-08 -------------------------------------------------------------- Initialization seed trial #406 of 1000; initialization seed = 493580631 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 573292 Distortion: 0.00942245 Distortions/cluster: 3.33079e-05 4.65851e-05 9.3861e-05 1.27749e-35 2.1474e-05 4.3059e-05 5.16111e-05 3.41628e-05 1.08283e-34 0 2.62273e-05 0.00872182 4.23707e-05 0.000307974 Variance: 1.5954e-06 Variances/cluster: 8.00416e-08 4.48324e-08 1.01903e-07 0 4.74936e-08 6.54336e-08 5.33115e-08 7.4731e-08 0 0 6.12585e-08 0.156503 7.73126e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #407 of 1000; initialization seed = 493580632 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 604891 Distortion: 0.0046124 Distortions/cluster: 3.00803e-05 2.74568e-05 3.08605e-05 9.75704e-05 0 2.37044e-35 9.64317e-35 4.29076e-05 3.73047e-05 4.67839e-05 0.000307974 4.07957e-05 3.70447e-05 0.00391362 Variance: 7.80969e-07 Variances/cluster: 7.57631e-08 5.62588e-08 6.08638e-08 1.00269e-07 0 0 6.86694e-32 4.45522e-08 6.0737e-08 8.44208e-08 1.71076e-05 6.98334e-08 4.5899e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #408 of 1000; initialization seed = 493580633 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 557038 Distortion: 0.0133469 Distortions/cluster: 2.11329e-05 7.64595e-05 8.366e-05 2.0555e-05 2.01366e-05 6.81933e-05 2.06145e-05 2.48454e-05 0.00872182 2.89397e-05 0.00391362 0 0.000300177 4.67043e-05 Variance: 2.25988e-06 Variances/cluster: 4.01729e-08 1.14621e-07 9.74749e-08 3.99867e-08 4.04315e-08 7.6254e-08 3.51743e-08 5.29706e-08 0.156503 6.07928e-08 0.00391989 0 7.52264e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #409 of 1000; initialization seed = 493580634 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 508222 Distortion: 0.0402299 Distortions/cluster: 0.00391362 4.2926e-05 2.1474e-05 2.75424e-05 0.0356196 0.000300387 3.05095e-05 2.62273e-05 3.41628e-05 9.67041e-05 3.33079e-05 4.67043e-05 3.6773e-05 2.37044e-35 Variance: 6.8117e-06 Variances/cluster: 0.00391989 4.47107e-08 4.74936e-08 5.63187e-08 0.035575 7.47171e-07 6.05299e-08 6.12585e-08 7.4731e-08 9.93786e-08 8.00416e-08 2.74699e-06 4.56189e-08 0 -------------------------------------------------------------- Initialization seed trial #410 of 1000; initialization seed = 493580635 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 61 BIC score: 557072 Distortion: 0.0133177 Distortions/cluster: 0.00391362 3.79187e-05 3.72578e-05 7.52486e-05 2.51166e-05 2.97647e-05 4.6908e-05 3.00268e-05 2.59244e-05 0.000307974 4.07184e-05 0 2.54016e-05 0.00872182 Variance: 2.25494e-06 Variances/cluster: 0.00391989 4.08571e-08 6.07595e-08 1.20195e-07 4.22088e-08 6.11135e-08 8.44922e-08 7.58193e-08 5.3892e-08 1.71076e-05 6.9701e-08 0 4.08997e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #411 of 1000; initialization seed = 493580636 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 573028 Distortion: 0.00941667 Distortions/cluster: 1.27749e-35 1.08283e-34 4.07957e-05 4.67839e-05 0 8.43728e-05 0.000307974 4.02311e-05 4.20918e-05 4.01494e-05 0.00872182 3.73047e-05 2.16984e-05 3.3453e-05 Variance: 1.59443e-06 Variances/cluster: 0 0 6.98334e-08 8.44208e-08 0 1.04283e-07 1.71076e-05 4.40127e-08 7.72265e-08 6.29247e-08 0.156503 6.0737e-08 3.59798e-08 5.34342e-08 -------------------------------------------------------------- Initialization seed trial #412 of 1000; initialization seed = 493580637 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 573154 Distortion: 0.00942885 Distortions/cluster: 3.80351e-05 2.87715e-05 9.76081e-05 0.000299528 3.99696e-05 4.90368e-05 3.58899e-05 1.08283e-34 2.85345e-05 0 4.67043e-05 1.27749e-35 4.29557e-05 0.00872182 Variance: 1.59649e-06 Variances/cluster: 4.64357e-08 7.51155e-08 1.00308e-07 6.17534e-07 6.86544e-08 8.51064e-08 6.04009e-08 0 5.57265e-08 0 2.74699e-06 0 4.4556e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #413 of 1000; initialization seed = 493580638 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 59 BIC score: 503518 Distortion: 0.0450929 Distortions/cluster: 2.20816e-05 1.27749e-35 4.70304e-05 8.366e-05 4.81569e-35 4.67043e-05 6.81933e-05 1.08283e-34 0.0446389 2.01295e-05 2.28641e-05 2.25955e-05 7.88552e-05 4.1844e-05 Variance: 7.6351e-06 Variances/cluster: 4.11934e-08 0 7.99773e-08 9.74749e-08 2.67973e-31 2.74699e-06 7.6254e-08 0 0.0422886 4.08269e-08 3.71732e-08 4.31171e-08 1.10897e-07 6.26353e-08 -------------------------------------------------------------- Initialization seed trial #414 of 1000; initialization seed = 493580639 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 573090 Distortion: 0.00943978 Distortions/cluster: 2.58452e-05 4.67043e-05 2.7154e-05 0.00872182 2.86012e-05 1.08283e-34 8.366e-05 3.84498e-05 6.81933e-05 1.27749e-35 2.17412e-05 0.000297453 0 8.01568e-05 Variance: 1.59834e-06 Variances/cluster: 4.12815e-08 2.74699e-06 5.30305e-08 0.156503 7.50627e-08 0 9.74749e-08 4.12074e-08 7.6254e-08 0 4.10172e-08 6.63905e-07 0 1.13526e-07 -------------------------------------------------------------- Initialization seed trial #415 of 1000; initialization seed = 493580640 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 557383 Distortion: 0.0133473 Distortions/cluster: 4.21416e-05 2.16866e-05 7.95166e-05 4.67043e-05 1.96627e-05 0.000280428 8.366e-05 1.9313e-05 2.31173e-05 6.81933e-05 0.00872182 0.00391362 0 2.74831e-05 Variance: 2.25996e-06 Variances/cluster: 4.48753e-08 4.09915e-08 1.12619e-07 2.74699e-06 7.83317e-08 9.90829e-07 9.74749e-08 6.77595e-08 3.69834e-08 7.6254e-08 0.156503 0.00391989 0 5.3154e-08 -------------------------------------------------------------- Initialization seed trial #416 of 1000; initialization seed = 493580641 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 503097 Distortion: 0.0453389 Distortions/cluster: 3.73047e-05 4.28e-05 2.73598e-05 0.000295777 3.62567e-05 4.07957e-05 1.71648e-05 9.76919e-05 0.0446389 1.27749e-35 1.08283e-34 4.67043e-05 4.67839e-05 1.12945e-05 Variance: 7.67674e-06 Variances/cluster: 6.0737e-08 4.46259e-08 5.69944e-08 6.44341e-07 4.53158e-08 6.98334e-08 6.17392e-08 1.00188e-07 0.0422886 0 0 2.74699e-06 8.44208e-08 6.1378e-08 -------------------------------------------------------------- Initialization seed trial #417 of 1000; initialization seed = 493580642 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 57 BIC score: 498790 Distortion: 0.0492373 Distortions/cluster: 1.67318e-05 0.000296957 8.366e-05 2.86012e-05 2.39841e-05 4.67043e-05 6.60089e-05 0.00391362 1.74003e-05 0.0446389 2.88572e-05 1.82397e-05 1.97819e-05 3.78274e-05 Variance: 8.33683e-06 Variances/cluster: 3.66089e-08 6.76384e-07 9.74749e-08 7.50627e-08 4.81566e-08 2.74699e-06 7.42266e-08 0.00391989 3.45214e-08 0.0422886 4.20011e-08 3.8558e-08 3.44592e-08 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #418 of 1000; initialization seed = 493580643 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 573344 Distortion: 0.00941909 Distortions/cluster: 4.91981e-05 9.46155e-05 1.96059e-05 0 1.27749e-35 0.000307974 0.00872182 4.22437e-05 3.37267e-05 2.36116e-05 3.44908e-05 4.45648e-05 4.72422e-05 1.08283e-34 Variance: 1.59483e-06 Variances/cluster: 5.15647e-08 1.0151e-07 6.42612e-08 0 0 1.71076e-05 0.156503 6.36145e-08 6.22065e-08 6.96288e-08 6.09179e-08 4.47847e-08 8.00651e-08 0 -------------------------------------------------------------- Initialization seed trial #419 of 1000; initialization seed = 493580644 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 557046 Distortion: 0.0133463 Distortions/cluster: 2.12167e-05 7.6627e-05 0.00029723 6.81933e-05 0 0.00391362 8.366e-05 1.98955e-05 2.09072e-05 2.87715e-05 2.66652e-05 4.67043e-05 0.00872182 2.09836e-05 Variance: 2.25979e-06 Variances/cluster: 3.56542e-08 1.1574e-07 6.67879e-07 7.6254e-08 0 0.00391989 9.74749e-08 3.96291e-08 4.02026e-08 7.51155e-08 5.26933e-08 2.74699e-06 0.156503 4.01946e-08 -------------------------------------------------------------- Initialization seed trial #420 of 1000; initialization seed = 493580645 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 42 BIC score: 557177 Distortion: 0.0133474 Distortions/cluster: 3.3467e-05 1.56876e-05 4.67043e-05 2.396e-05 0.00872182 0.00391362 2.87034e-05 2.32097e-05 8.366e-05 1.95583e-05 7.23552e-05 0 6.81933e-05 0.00029649 Variance: 2.25998e-06 Variances/cluster: 3.87765e-08 5.22866e-08 2.74699e-06 4.88937e-08 0.156503 0.00391989 7.51338e-08 4.04312e-08 9.74749e-08 3.78992e-08 1.24954e-07 0 7.6254e-08 6.87857e-07 -------------------------------------------------------------- Initialization seed trial #421 of 1000; initialization seed = 493580646 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 499266 Distortion: 0.0489735 Distortions/cluster: 4.67839e-05 2.87432e-05 2.31561e-05 0.00391362 4.67043e-05 7.76416e-05 4.81569e-35 2.297e-05 4.07957e-05 0.0446389 3.73047e-05 4.09808e-05 2.62597e-05 2.96444e-05 Variance: 8.29216e-06 Variances/cluster: 8.44208e-08 7.52379e-08 4.15689e-08 0.00391989 2.74699e-06 1.16046e-07 2.67973e-31 3.68657e-08 6.98334e-08 0.0422886 6.0737e-08 4.38728e-08 5.32602e-08 6.2273e-08 -------------------------------------------------------------- Initialization seed trial #422 of 1000; initialization seed = 493580647 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 557189 Distortion: 0.0133253 Distortions/cluster: 3.44908e-05 3.94246e-05 0.000307416 8.69831e-05 1.90462e-05 0 3.85809e-05 2.13239e-05 2.51159e-05 0.00872182 3.27799e-05 4.67043e-05 0.00391362 3.79469e-05 Variance: 2.25622e-06 Variances/cluster: 6.09179e-08 4.36557e-08 4.94992e-07 1.02204e-07 6.34671e-08 0 7.63917e-08 3.55951e-08 7.23574e-08 0.156503 6.07967e-08 2.74699e-06 0.00391989 5.78403e-08 -------------------------------------------------------------- Initialization seed trial #423 of 1000; initialization seed = 493580648 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 80 BIC score: 508296 Distortion: 0.0402179 Distortions/cluster: 2.74568e-05 2.43786e-05 3.08605e-05 9.70233e-05 0.000307974 1.96949e-05 3.25482e-05 2.37044e-35 0.00391362 3.00803e-05 3.48071e-05 0.0356196 3.70447e-05 4.29076e-05 Variance: 6.80968e-06 Variances/cluster: 5.62588e-08 7.18907e-08 6.08638e-08 9.98093e-08 1.71076e-05 6.41321e-08 6.08182e-08 0 0.00391989 7.57631e-08 6.09382e-08 0.035575 4.5899e-08 4.45522e-08 -------------------------------------------------------------- Initialization seed trial #424 of 1000; initialization seed = 493580649 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 66 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 4.10797e-05 2.86463e-05 8.01568e-05 2.29193e-05 0 8.366e-05 2.96461e-05 0.00872182 4.67043e-05 2.14045e-05 4.81569e-35 2.61719e-05 0.00391362 6.81933e-05 Variance: 2.21538e-06 Variances/cluster: 4.39787e-08 7.5181e-08 1.13526e-07 3.68435e-08 0 9.74749e-08 6.24078e-08 0.156503 2.74699e-06 4.07665e-08 2.67973e-31 5.31902e-08 0.00391989 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #425 of 1000; initialization seed = 493580650 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 508302 Distortion: 0.0402262 Distortions/cluster: 2.36116e-05 2.87715e-05 0.0356196 9.7061e-05 1.94952e-05 3.80351e-05 0.000299528 2.85345e-05 3.35214e-05 3.48071e-05 4.67043e-05 2.37044e-35 4.29557e-05 0.00391362 Variance: 6.81107e-06 Variances/cluster: 6.96288e-08 7.51155e-08 0.035575 9.98481e-08 6.41085e-08 4.64357e-08 6.17534e-07 5.57265e-08 6.22874e-08 6.09382e-08 2.74699e-06 0 4.4556e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #426 of 1000; initialization seed = 493580651 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 509363 Distortion: 0.0399692 Distortions/cluster: 3.0528e-05 3.00347e-05 0.0356196 3.00268e-05 0.00391362 4.89793e-05 3.78274e-05 3.69874e-05 2.37044e-35 8.33627e-05 4.67043e-05 6.6306e-05 2.52851e-05 4.81569e-35 Variance: 6.76756e-06 Variances/cluster: 6.08078e-08 4.14796e-08 0.035575 7.58193e-08 0.00391989 4.92706e-08 3.00181e-07 4.07764e-08 0 9.73555e-08 2.74699e-06 7.43933e-08 5.14925e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #427 of 1000; initialization seed = 493580652 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 513783 Distortion: 0.0363506 Distortions/cluster: 8.67823e-05 2.15134e-05 3.67068e-05 4.67043e-05 0.000309691 2.37044e-35 1.27749e-35 0.0356196 8.37767e-05 6.80765e-05 3.75684e-05 4.02618e-05 0 1.08283e-34 Variance: 6.15486e-06 Variances/cluster: 1.03426e-07 3.59114e-08 5.74386e-08 2.74699e-06 5.95511e-07 0 0 0.035575 9.74973e-08 7.62086e-08 6.01044e-08 4.39981e-08 0 0 -------------------------------------------------------------- Initialization seed trial #428 of 1000; initialization seed = 493580653 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 59 BIC score: 498373 Distortion: 0.0492277 Distortions/cluster: 1.90162e-05 2.94324e-05 0.00391362 2.58285e-05 2.86463e-05 2.20807e-05 3.68885e-05 7.36989e-05 0.000307974 0.0446389 2.08885e-05 4.05431e-05 4.74532e-05 2.27222e-05 Variance: 8.3352e-06 Variances/cluster: 3.93675e-08 6.24842e-08 0.00391989 5.27066e-08 7.5181e-08 4.13459e-08 6.06519e-08 1.17908e-07 1.71076e-05 0.0422886 3.54603e-08 6.9401e-08 8.47111e-08 4.05715e-08 -------------------------------------------------------------- Initialization seed trial #429 of 1000; initialization seed = 493580654 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 557072 Distortion: 0.0133177 Distortions/cluster: 2.26899e-05 0 7.80233e-05 3.73047e-05 0.000307974 3.79187e-05 3.00268e-05 4.67839e-05 0.00391362 2.51166e-05 0.00872182 4.07957e-05 2.58561e-05 2.97647e-05 Variance: 2.25494e-06 Variances/cluster: 3.65334e-08 0 1.24428e-07 6.0737e-08 1.71076e-05 4.08571e-08 7.58193e-08 8.44208e-08 0.00391989 4.22088e-08 0.156503 6.98334e-08 5.3862e-08 6.11135e-08 -------------------------------------------------------------- Initialization seed trial #430 of 1000; initialization seed = 493580655 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 502931 Distortion: 0.0453352 Distortions/cluster: 4.67043e-05 1.08283e-34 4.29557e-05 2.85345e-05 3.34833e-05 0.0446389 3.80351e-05 2.67265e-05 3.15785e-05 2.33822e-05 2.87715e-05 0.000299528 9.66205e-05 1.27749e-35 Variance: 7.67613e-06 Variances/cluster: 2.74699e-06 0 4.4556e-08 5.57265e-08 7.37285e-08 0.0422886 4.64357e-08 6.11389e-08 7.97183e-08 5.01603e-08 7.51155e-08 6.17534e-07 9.94973e-08 0 -------------------------------------------------------------- Initialization seed trial #431 of 1000; initialization seed = 493580656 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 573025 Distortion: 0.00941674 Distortions/cluster: 3.72578e-05 4.72422e-05 2.51849e-05 8.03531e-05 4.19863e-05 4.6908e-05 4.07184e-05 4.26139e-05 0 0.000307974 1.08283e-34 2.46832e-05 0.00872182 1.27749e-35 Variance: 1.59444e-06 Variances/cluster: 6.07595e-08 8.00651e-08 3.85636e-08 1.09762e-07 6.27544e-08 8.44922e-08 6.9701e-08 4.51858e-08 0 1.71076e-05 0 4.5038e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #432 of 1000; initialization seed = 493580657 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 557469 Distortion: 0.0133174 Distortions/cluster: 0.00872182 3.26847e-05 4.04593e-05 6.73163e-05 2.50325e-05 2.22592e-05 2.95451e-05 0.00391362 3.14491e-05 2.99459e-05 1.87955e-05 0.000300791 0 8.366e-05 Variance: 2.25489e-06 Variances/cluster: 0.156503 3.85854e-08 3.37121e-07 7.54422e-08 5.28063e-08 3.62486e-08 6.10386e-08 0.00391989 4.34343e-08 7.58063e-08 3.91535e-08 1.87971e-05 0 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #433 of 1000; initialization seed = 493580658 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 499245 Distortion: 0.0492448 Distortions/cluster: 4.55582e-05 1.32118e-05 1.19544e-05 2.6131e-05 0.00391362 1.61112e-05 9.39662e-05 4.91529e-05 4.29726e-05 1.04647e-05 0.0446389 4.67043e-05 0.000315231 2.0784e-05 Variance: 8.33809e-06 Variances/cluster: 4.48809e-08 5.22038e-08 5.50716e-08 6.13202e-08 0.00391989 7.45661e-08 1.01357e-07 5.18982e-08 6.45178e-08 5.44863e-08 0.0422886 2.74699e-06 5.44397e-07 4.63778e-08 -------------------------------------------------------------- Initialization seed trial #434 of 1000; initialization seed = 493580659 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 502693 Distortion: 0.0453298 Distortions/cluster: 7.58404e-05 4.07957e-05 2.94789e-05 2.46662e-05 4.08802e-05 0.000300272 3.73047e-05 2.24293e-05 4.67043e-05 1.08283e-34 2.57506e-05 0.0446389 4.67839e-05 1.27749e-35 Variance: 7.67522e-06 Variances/cluster: 1.19235e-07 6.98334e-08 6.07763e-08 4.20169e-08 4.38121e-08 7.5062e-07 6.0737e-08 3.64069e-08 2.74699e-06 0 5.38668e-08 0.0422886 8.44208e-08 0 -------------------------------------------------------------- Initialization seed trial #435 of 1000; initialization seed = 493580660 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 508024 Distortion: 0.0402236 Distortions/cluster: 0.00391362 2.86012e-05 4.67043e-05 4.20705e-05 2.7094e-05 0.0356196 2.17412e-05 0.000297453 2.29791e-05 4.90368e-05 7.82999e-05 3.61391e-05 2.37044e-35 4.0274e-05 Variance: 6.81063e-06 Variances/cluster: 0.00391989 7.50627e-08 2.74699e-06 4.48473e-08 5.30168e-08 0.035575 4.10172e-08 6.63905e-07 3.68804e-08 8.51064e-08 1.1137e-07 6.1129e-08 0 6.8705e-08 -------------------------------------------------------------- Initialization seed trial #436 of 1000; initialization seed = 493580661 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 503672 Distortion: 0.0450764 Distortions/cluster: 4.67043e-05 1.08283e-34 4.07957e-05 1.27749e-35 0.0446389 4.29076e-05 3.73047e-05 3.70447e-05 3.08605e-05 9.75704e-05 4.67839e-05 3.00803e-05 4.81569e-35 2.74568e-05 Variance: 7.63231e-06 Variances/cluster: 2.74699e-06 0 6.98334e-08 0 0.0422886 4.45522e-08 6.0737e-08 4.5899e-08 6.08638e-08 1.00269e-07 8.44208e-08 7.57631e-08 2.67973e-31 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #437 of 1000; initialization seed = 493580662 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 498611 Distortion: 0.0492289 Distortions/cluster: 4.20705e-05 2.29791e-05 0.000297453 2.51159e-05 1.90462e-05 0.0446389 2.86012e-05 2.7094e-05 3.44908e-05 3.27799e-05 7.82999e-05 0.00391362 4.67043e-05 2.17412e-05 Variance: 8.33541e-06 Variances/cluster: 4.48473e-08 3.68804e-08 6.63905e-07 7.23574e-08 6.34671e-08 0.0422886 7.50627e-08 5.30168e-08 6.09179e-08 6.07967e-08 1.1137e-07 0.00391989 2.74699e-06 4.10172e-08 -------------------------------------------------------------- Initialization seed trial #438 of 1000; initialization seed = 493580663 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 558470 Distortion: 0.0130691 Distortions/cluster: 4.26139e-05 0 0.00391362 2.51849e-05 8.03531e-05 0.00872182 4.07957e-05 4.67043e-05 4.67839e-05 4.19863e-05 2.46832e-05 4.72422e-05 3.73047e-05 4.81569e-35 Variance: 2.21285e-06 Variances/cluster: 4.51858e-08 0 0.00391989 3.85636e-08 1.09762e-07 0.156503 6.98334e-08 2.74699e-06 8.44208e-08 6.27544e-08 4.5038e-08 8.00651e-08 6.0737e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #439 of 1000; initialization seed = 493580664 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 503653 Distortion: 0.0450875 Distortions/cluster: 1.27749e-35 2.93543e-05 2.60762e-05 2.14045e-05 1.08283e-34 7.94619e-05 4.67043e-05 6.80765e-05 0.0446389 4.15428e-05 8.37767e-05 2.90326e-05 2.31538e-05 4.81569e-35 Variance: 7.63419e-06 Variances/cluster: 0 6.17935e-08 5.32119e-08 4.07665e-08 0 1.12702e-07 2.74699e-06 7.62086e-08 0.0422886 4.46178e-08 9.74973e-08 7.5797e-08 3.69827e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #440 of 1000; initialization seed = 493580665 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 573402 Distortion: 0.00943042 Distortions/cluster: 1.27749e-35 1.08283e-34 4.67043e-05 8.43981e-05 2.33576e-05 0 2.87034e-05 0.00029763 3.78634e-05 7.49785e-05 2.73846e-05 4.07957e-05 4.67839e-05 0.00872182 Variance: 1.59675e-06 Variances/cluster: 0 0 2.74699e-06 1.08332e-07 4.30117e-08 0 7.51338e-08 6.5988e-07 6.15463e-08 5.11051e-08 5.33765e-08 6.98334e-08 8.44208e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #441 of 1000; initialization seed = 493580666 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 498729 Distortion: 0.0492164 Distortions/cluster: 4.07957e-05 1.97766e-05 2.23215e-05 0.00391362 3.57241e-05 2.86012e-05 3.34014e-05 4.67839e-05 3.14106e-05 2.4344e-05 0.000297331 4.67043e-05 0.0446389 3.67128e-05 Variance: 8.3333e-06 Variances/cluster: 6.98334e-08 4.02742e-08 3.63501e-08 0.00391989 2.95206e-07 7.50627e-08 3.90625e-08 8.44208e-08 4.33212e-08 4.84897e-08 6.66606e-07 2.74699e-06 0.0422886 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #442 of 1000; initialization seed = 493580667 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 503014 Distortion: 0.045332 Distortions/cluster: 4.22637e-05 3.44908e-05 2.35614e-05 1.08283e-34 1.96561e-05 4.67043e-05 1.27749e-35 2.8044e-05 3.37267e-05 9.48599e-05 0.0446389 0.000297551 4.362e-05 2.86012e-05 Variance: 7.67558e-06 Variances/cluster: 4.86295e-08 6.09179e-08 6.96866e-08 0 6.42149e-08 2.74699e-06 0 5.47686e-08 6.22065e-08 1.00799e-07 0.0422886 6.62644e-07 4.43704e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #443 of 1000; initialization seed = 493580668 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 499387 Distortion: 0.0489722 Distortions/cluster: 3.93613e-05 3.44908e-05 8.57062e-05 3.28638e-05 1.96949e-05 2.17441e-05 3.79002e-05 0.00391362 4.81569e-35 2.43786e-05 4.67043e-05 3.69625e-05 0.0446389 3.98296e-05 Variance: 8.29194e-06 Variances/cluster: 7.65724e-08 6.09179e-08 1.02388e-07 6.08393e-08 6.41321e-08 3.59365e-08 6.03455e-08 0.00391989 2.67973e-31 7.18907e-08 2.74699e-06 5.75683e-08 0.0422886 4.38614e-08 -------------------------------------------------------------- Initialization seed trial #444 of 1000; initialization seed = 493580669 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 59 BIC score: 557467 Distortion: 0.0133174 Distortions/cluster: 3.07843e-05 3.28473e-05 1.91109e-05 0.000300791 0 0.00391362 0.00872182 2.22203e-05 2.97647e-05 8.366e-05 6.73163e-05 4.01753e-05 2.52401e-05 3.00268e-05 Variance: 2.25489e-06 Variances/cluster: 4.33543e-08 3.87316e-08 3.90779e-08 1.87971e-05 0 0.00391989 0.156503 3.62443e-08 6.11135e-08 9.74749e-08 7.54422e-08 3.40429e-07 5.29095e-08 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #445 of 1000; initialization seed = 493580670 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 499272 Distortion: 0.0489736 Distortions/cluster: 4.81569e-35 2.61719e-05 0.0446389 3.99696e-05 4.90368e-05 3.58899e-05 2.58452e-05 0.00391362 2.14045e-05 4.67043e-05 2.96461e-05 3.89303e-05 2.86463e-05 7.87748e-05 Variance: 8.29217e-06 Variances/cluster: 2.67973e-31 5.31902e-08 0.0422886 6.86544e-08 8.51064e-08 6.04009e-08 4.12815e-08 0.00391989 4.07665e-08 2.74699e-06 6.24078e-08 4.17671e-08 7.5181e-08 1.12045e-07 -------------------------------------------------------------- Initialization seed trial #446 of 1000; initialization seed = 493580671 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 17 BIC score: 498378 Distortion: 0.0492277 Distortions/cluster: 2.07433e-05 2.98108e-05 3.58899e-05 2.51024e-05 2.90584e-05 0.00391362 0.0446389 7.63919e-05 2.06553e-05 3.99696e-05 4.90368e-05 0.000307974 2.0286e-05 2.0282e-05 Variance: 8.33521e-06 Variances/cluster: 4.0041e-08 7.58485e-08 6.04009e-08 5.2954e-08 6.11706e-08 0.00391989 0.0422886 1.12995e-07 3.52438e-08 6.86544e-08 8.51064e-08 1.71076e-05 3.98512e-08 4.03988e-08 -------------------------------------------------------------- Initialization seed trial #447 of 1000; initialization seed = 493580672 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 557382 Distortion: 0.0133465 Distortions/cluster: 0 0.00391362 4.67043e-05 1.68761e-05 2.46896e-05 2.19517e-05 4.08575e-05 0.00872182 0.000293736 7.95014e-05 6.81933e-05 2.28553e-05 8.366e-05 1.20405e-05 Variance: 2.25982e-06 Variances/cluster: 0 0.00391989 2.74699e-06 6.36786e-08 5.35518e-08 4.09507e-08 4.38818e-08 0.156503 6.79888e-07 1.1471e-07 7.6254e-08 3.67998e-08 9.74749e-08 6.14259e-08 -------------------------------------------------------------- Initialization seed trial #448 of 1000; initialization seed = 493580673 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 502995 Distortion: 0.0453319 Distortions/cluster: 2.85345e-05 3.48071e-05 4.29557e-05 9.7061e-05 1.27749e-35 1.08283e-34 2.35614e-05 0.000299528 0.0446389 1.95453e-05 3.80351e-05 4.67043e-05 2.87715e-05 3.35214e-05 Variance: 7.67557e-06 Variances/cluster: 5.57265e-08 6.09382e-08 4.4556e-08 9.98481e-08 0 0 6.96866e-08 6.17534e-07 0.0422886 6.40624e-08 4.64357e-08 2.74699e-06 7.51155e-08 6.22874e-08 -------------------------------------------------------------- Initialization seed trial #449 of 1000; initialization seed = 493580674 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 688332 Distortion: 0.000726755 Distortions/cluster: 1.98062e-05 1.27749e-35 0 2.43786e-05 3.44908e-05 2.37044e-35 9.64317e-35 1.08283e-34 3.27527e-05 0.000319065 0.000101576 4.67043e-05 4.33813e-05 0.0001046 Variance: 1.23054e-07 Variances/cluster: 6.42853e-08 0 0 7.18907e-08 6.09179e-08 0 6.86694e-32 0 6.07463e-08 5.20456e-07 5.65829e-08 2.74699e-06 6.41679e-08 9.93261e-08 -------------------------------------------------------------- Initialization seed trial #450 of 1000; initialization seed = 493580675 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 573023 Distortion: 0.00941674 Distortions/cluster: 2.70158e-05 1.27749e-35 3.73047e-05 0.00872182 4.20418e-05 7.96142e-05 4.72422e-05 4.67839e-05 0 2.5013e-05 4.07957e-05 4.11316e-05 0.000307974 1.08283e-34 Variance: 1.59444e-06 Variances/cluster: 4.89371e-08 0 6.0737e-08 0.156503 4.49126e-08 1.07577e-07 8.00651e-08 8.44208e-08 0 3.8418e-08 6.98334e-08 6.17539e-08 1.71076e-05 0 -------------------------------------------------------------- Initialization seed trial #451 of 1000; initialization seed = 493580676 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 573562 Distortion: 0.00941773 Distortions/cluster: 0 3.70588e-05 4.07749e-05 3.00268e-05 1.08283e-34 1.27749e-35 3.0528e-05 0.00872182 2.71289e-05 6.73163e-05 4.86717e-05 2.99492e-05 0.000300791 8.366e-05 Variance: 1.5946e-06 Variances/cluster: 0 4.08101e-08 3.3975e-07 7.58193e-08 0 0 6.08078e-08 0.156503 5.46904e-08 7.54422e-08 4.89612e-08 4.14188e-08 1.87971e-05 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #452 of 1000; initialization seed = 493580677 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 604755 Distortion: 0.00462346 Distortions/cluster: 0.000307974 6.81933e-05 2.37044e-35 2.51166e-05 2.59244e-05 2.54016e-05 7.58591e-05 2.97647e-05 0 0.00391362 8.366e-05 9.64317e-35 3.79187e-05 3.00268e-05 Variance: 7.82841e-07 Variances/cluster: 1.71076e-05 7.6254e-08 0 4.22088e-08 5.3892e-08 4.08997e-08 1.20976e-07 6.11135e-08 0 0.00391989 9.74749e-08 6.86694e-32 4.08571e-08 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #453 of 1000; initialization seed = 493580678 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 4.10797e-05 2.61719e-05 8.366e-05 0.00391362 0 2.29193e-05 0.00872182 2.86463e-05 4.81569e-35 4.67043e-05 2.96461e-05 8.01568e-05 2.14045e-05 6.81933e-05 Variance: 2.21538e-06 Variances/cluster: 4.39787e-08 5.31902e-08 9.74749e-08 0.00391989 0 3.68435e-08 0.156503 7.5181e-08 2.67973e-31 2.74699e-06 6.24078e-08 1.13526e-07 4.07665e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #454 of 1000; initialization seed = 493580679 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 513288 Distortion: 0.0363266 Distortions/cluster: 1.08283e-34 1.27749e-35 3.99696e-05 2.37044e-35 0.0356196 4.90368e-05 2.87034e-05 4.30249e-05 0.000297696 3.58899e-05 9.63043e-05 4.67043e-05 4.18262e-05 2.7932e-05 Variance: 6.1508e-06 Variances/cluster: 0 0 6.86544e-08 0 0.035575 8.51064e-08 7.51338e-08 4.44433e-08 6.57112e-07 6.04009e-08 1.00728e-07 2.74699e-06 4.83485e-08 5.45499e-08 -------------------------------------------------------------- Initialization seed trial #455 of 1000; initialization seed = 493580680 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 8.37767e-05 0 4.10797e-05 2.29193e-05 2.61719e-05 0.00872182 8.01568e-05 2.14045e-05 4.81569e-35 2.96461e-05 4.67043e-05 6.80765e-05 0.00391362 2.86463e-05 Variance: 2.21538e-06 Variances/cluster: 9.74973e-08 0 4.39787e-08 3.68435e-08 5.31902e-08 0.156503 1.13526e-07 4.07665e-08 2.67973e-31 6.24078e-08 2.74699e-06 7.62086e-08 0.00391989 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #456 of 1000; initialization seed = 493580681 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 499285 Distortion: 0.048994 Distortions/cluster: 4.81569e-35 0.00391362 6.81933e-05 2.08911e-05 2.2797e-05 8.366e-05 2.98939e-05 2.50327e-05 2.92997e-05 4.67043e-05 0.0446389 1.90362e-05 7.2033e-05 2.39477e-05 Variance: 8.29564e-06 Variances/cluster: 2.67973e-31 0.00391989 7.6254e-08 3.54045e-08 4.22129e-08 9.74749e-08 7.58668e-08 5.30307e-08 6.10362e-08 2.74699e-06 0.0422886 3.92464e-08 1.21872e-07 4.11434e-08 -------------------------------------------------------------- Initialization seed trial #457 of 1000; initialization seed = 493580682 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 676381 Distortion: 0.000932232 Distortions/cluster: 1.27749e-35 5.00278e-05 8.366e-05 1.87522e-05 9.64317e-35 1.15193e-05 4.73082e-05 1.08283e-34 0 0.000331831 6.81933e-05 0.000295198 2.57429e-05 2.37044e-35 Variance: 1.57845e-07 Variances/cluster: 0 4.53521e-08 9.74749e-08 6.3996e-08 6.86694e-32 6.15953e-08 5.09731e-08 0 0 4.56396e-07 7.6254e-08 6.38904e-07 5.66973e-08 0 -------------------------------------------------------------- Initialization seed trial #458 of 1000; initialization seed = 493580683 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 77 BIC score: 498712 Distortion: 0.0492562 Distortions/cluster: 0.000285349 6.81933e-05 2.44173e-05 4.67043e-05 8.366e-05 7.09064e-05 2.04208e-05 2.23644e-05 0.00391362 0.0446389 2.33763e-05 1.84108e-05 1.8629e-05 2.1273e-05 Variance: 8.34003e-06 Variances/cluster: 1.3333e-06 7.6254e-08 4.08277e-08 2.74699e-06 9.74749e-08 1.25265e-07 3.49033e-08 4.1721e-08 0.00391989 0.0422886 5.51277e-08 6.71873e-08 3.88069e-08 4.65454e-08 -------------------------------------------------------------- Initialization seed trial #459 of 1000; initialization seed = 493580684 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 18 BIC score: 559150 Distortion: 0.0130952 Distortions/cluster: 1.17603e-05 1.93235e-05 6.80765e-05 2.47326e-05 2.47032e-05 0.00391362 2.59244e-05 4.67043e-05 0.00872182 7.38587e-05 4.81569e-35 8.37767e-05 8.08526e-05 0 Variance: 2.21726e-06 Variances/cluster: 6.18911e-08 6.5721e-08 7.62086e-08 5.64619e-08 4.22237e-08 0.00391989 5.38925e-08 2.74699e-06 0.156503 5.0757e-08 2.67973e-31 9.74973e-08 1.16828e-07 0 -------------------------------------------------------------- Initialization seed trial #460 of 1000; initialization seed = 493580685 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 557174 Distortion: 0.0133249 Distortions/cluster: 0 1.90462e-05 0.00391362 4.67043e-05 3.44908e-05 0.00872182 3.96741e-05 0.000312512 8.38224e-05 4.03066e-05 3.339e-05 3.27799e-05 2.16228e-05 2.51159e-05 Variance: 2.25616e-06 Variances/cluster: 0 6.34671e-08 0.00391989 2.74699e-06 6.09179e-08 0.156503 6.22773e-08 5.70232e-07 1.03731e-07 4.40471e-08 5.34189e-08 6.07967e-08 3.59141e-08 7.23574e-08 -------------------------------------------------------------- Initialization seed trial #461 of 1000; initialization seed = 493580686 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 42 BIC score: 557576 Distortion: 0.0133256 Distortions/cluster: 0.00391362 0.000307974 4.91981e-05 1.27517e-05 2.94601e-05 0 1.19718e-05 2.4081e-05 4.22437e-05 4.45648e-05 2.6026e-05 4.72422e-05 9.46155e-05 0.00872182 Variance: 2.25628e-06 Variances/cluster: 0.00391989 1.71076e-05 5.15647e-08 5.22441e-08 5.92563e-08 0 5.56649e-08 7.10133e-08 6.36145e-08 4.47847e-08 5.70561e-08 8.00651e-08 1.0151e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #462 of 1000; initialization seed = 493580687 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 557054 Distortion: 0.013335 Distortions/cluster: 0.00391362 0 9.29687e-05 2.06455e-05 2.76938e-05 3.5414e-05 3.73047e-05 0.00872182 4.67043e-05 0.000298991 4.07957e-05 2.35e-05 4.67839e-05 2.87715e-05 Variance: 2.25788e-06 Variances/cluster: 0.00391989 0 1.00281e-07 4.02411e-08 5.48343e-08 4.52234e-08 6.0737e-08 0.156503 2.74699e-06 6.29402e-07 6.98334e-08 4.28012e-08 8.44208e-08 7.51155e-08 -------------------------------------------------------------- Initialization seed trial #463 of 1000; initialization seed = 493580688 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 498640 Distortion: 0.0492192 Distortions/cluster: 4.08961e-05 3.83351e-05 2.7875e-05 3.4795e-05 0.000300632 4.07957e-05 0.0446389 4.67043e-05 4.67839e-05 3.67128e-05 1.65109e-05 1.71404e-05 0.00391362 1.94296e-05 Variance: 8.33375e-06 Variances/cluster: 7.68663e-08 6.16267e-08 4.83895e-08 4.54797e-08 2.56921e-06 6.98334e-08 0.0422886 2.74699e-06 8.44208e-08 5.98708e-08 3.54279e-08 3.48352e-08 0.00391989 3.43848e-08 -------------------------------------------------------------- Initialization seed trial #464 of 1000; initialization seed = 493580689 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 499390 Distortion: 0.0489722 Distortions/cluster: 0.0446389 3.44908e-05 4.67043e-05 8.57833e-05 3.99423e-05 0.00391362 2.14667e-05 3.7205e-05 3.77449e-05 4.81569e-35 3.93613e-05 2.52237e-05 1.89386e-05 3.27799e-05 Variance: 8.29194e-06 Variances/cluster: 0.0422886 6.09179e-08 2.74699e-06 1.02358e-07 4.37925e-08 0.00391989 3.58333e-08 5.76767e-08 6.02903e-08 2.67973e-31 7.65724e-08 7.24593e-08 6.33195e-08 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #465 of 1000; initialization seed = 493580690 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 604761 Distortion: 0.00462345 Distortions/cluster: 6.81933e-05 0 3.00268e-05 4.07238e-05 0.00391362 2.34655e-05 0.000307974 2.57254e-05 9.64317e-35 2.97647e-05 8.366e-05 2.25053e-05 2.37044e-35 7.77872e-05 Variance: 7.82839e-07 Variances/cluster: 7.6254e-08 0 7.58193e-08 4.36913e-08 0.00391989 4.1528e-08 1.71076e-05 5.38139e-08 6.86694e-32 6.11135e-08 9.74749e-08 3.64712e-08 0 1.17849e-07 -------------------------------------------------------------- Initialization seed trial #466 of 1000; initialization seed = 493580691 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 498653 Distortion: 0.0492191 Distortions/cluster: 0.0446389 3.67128e-05 3.67693e-05 0.000300762 1.87651e-05 4.67839e-05 4.07957e-05 3.80062e-05 1.62328e-05 0.00391362 3.29477e-05 4.67043e-05 1.71816e-05 3.49127e-05 Variance: 8.33375e-06 Variances/cluster: 0.0422886 5.98708e-08 4.60728e-08 2.54854e-06 3.3807e-08 8.44208e-08 6.98334e-08 7.64653e-08 3.34668e-08 0.00391989 5.40074e-08 2.74699e-06 3.65533e-08 5.79896e-08 -------------------------------------------------------------- Initialization seed trial #467 of 1000; initialization seed = 493580692 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 66 BIC score: 504116 Distortion: 0.0453431 Distortions/cluster: 4.27164e-05 1.27749e-35 2.45642e-05 1.39174e-05 0.000101095 0.00010376 1.08283e-34 0.000307974 4.96348e-05 1.38409e-05 1.88595e-05 0.0446389 1.82839e-05 9.54477e-06 Variance: 7.67747e-06 Variances/cluster: 6.36553e-08 0 6.41151e-08 7.48023e-08 5.65038e-08 9.83424e-08 0 1.71076e-05 8.03088e-08 5.74125e-08 5.5127e-08 0.0422886 4.36228e-08 5.2427e-08 -------------------------------------------------------------- Initialization seed trial #468 of 1000; initialization seed = 493580693 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 78 BIC score: 498843 Distortion: 0.0492048 Distortions/cluster: 3.33687e-05 0.000300791 3.69581e-05 0.00391362 3.2526e-05 3.24796e-05 3.91943e-05 3.27799e-05 2.52237e-05 4.08979e-05 3.82963e-05 1.89386e-05 2.07682e-05 0.0446389 Variance: 8.33132e-06 Variances/cluster: 5.91449e-08 1.87971e-05 4.47395e-08 0.00391989 3.8489e-08 5.19623e-08 7.65453e-08 6.07967e-08 7.24593e-08 3.37961e-07 6.19628e-08 6.33195e-08 3.51963e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #469 of 1000; initialization seed = 493580694 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 502717 Distortion: 0.0453293 Distortions/cluster: 4.07184e-05 1.08283e-34 2.58452e-05 2.87034e-05 3.72578e-05 4.67043e-05 7.87748e-05 4.6908e-05 2.17412e-05 2.7154e-05 3.92239e-05 1.27749e-35 0.0446389 0.000297351 Variance: 7.67513e-06 Variances/cluster: 6.9701e-08 0 4.12815e-08 7.51338e-08 6.07595e-08 2.74699e-06 1.12045e-07 8.44922e-08 4.10172e-08 5.30305e-08 4.1947e-08 0 0.0422886 6.65161e-07 -------------------------------------------------------------- Initialization seed trial #470 of 1000; initialization seed = 493580695 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 59 BIC score: 605080 Distortion: 0.00461093 Distortions/cluster: 0 0.000307974 4.31422e-05 4.64237e-05 2.51159e-05 0.00391362 4.31034e-05 3.44908e-05 9.41233e-05 9.64317e-35 2.37044e-35 3.27799e-05 1.90462e-05 5.11104e-05 Variance: 7.8072e-07 Variances/cluster: 0 1.71076e-05 6.53614e-08 4.50675e-08 7.23574e-08 0.00391989 7.72401e-08 6.09179e-08 1.0241e-07 6.86694e-32 0 6.07967e-08 6.34671e-08 5.27943e-08 -------------------------------------------------------------- Initialization seed trial #471 of 1000; initialization seed = 493580696 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 558483 Distortion: 0.0130691 Distortions/cluster: 4.81569e-35 0.00872182 4.67839e-05 0 2.17441e-05 8.62562e-05 4.67043e-05 3.69625e-05 3.98296e-05 0.00391362 3.93613e-05 4.07957e-05 3.79002e-05 3.73047e-05 Variance: 2.21285e-06 Variances/cluster: 2.67973e-31 0.156503 8.44208e-08 0 3.59365e-08 1.02922e-07 2.74699e-06 5.75683e-08 4.38614e-08 0.00391989 7.65724e-08 6.98334e-08 6.03455e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #472 of 1000; initialization seed = 493580697 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 499654 Distortion: 0.0489611 Distortions/cluster: 3.62143e-05 4.81569e-35 4.67839e-05 3.67128e-05 0.00391362 3.00268e-05 3.71755e-05 4.85673e-05 2.51325e-05 4.07957e-05 4.67043e-05 0.0446389 3.03365e-05 3.01067e-05 Variance: 8.29006e-06 Variances/cluster: 2.96805e-07 2.67973e-31 8.44208e-08 5.98708e-08 0.00391989 7.58193e-08 4.08486e-08 4.88562e-08 5.12861e-08 6.98334e-08 2.74699e-06 0.0422886 6.09117e-08 4.15216e-08 -------------------------------------------------------------- Initialization seed trial #473 of 1000; initialization seed = 493580698 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 498707 Distortion: 0.049236 Distortions/cluster: 0.0446389 3.58899e-05 3.99696e-05 2.51166e-05 0.00391362 1.69949e-05 7.80233e-05 2.53561e-05 3.8131e-05 4.90368e-05 2.26748e-05 4.67043e-05 0.000294241 1.13443e-05 Variance: 8.33661e-06 Variances/cluster: 0.0422886 6.04009e-08 6.86544e-08 4.22088e-08 0.00391989 6.17951e-08 1.24428e-07 5.41747e-08 4.09096e-08 8.51064e-08 3.65681e-08 2.74699e-06 6.81057e-07 6.13155e-08 -------------------------------------------------------------- Initialization seed trial #474 of 1000; initialization seed = 493580699 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 502704 Distortion: 0.0453293 Distortions/cluster: 2.29829e-05 4.12855e-05 2.7365e-05 4.07957e-05 2.52525e-05 3.73047e-05 4.67043e-05 7.55276e-05 0.0446389 2.87034e-05 0.000297681 1.27749e-35 1.08283e-34 4.67839e-05 Variance: 7.67513e-06 Variances/cluster: 3.68864e-08 4.40575e-08 5.31311e-08 6.98334e-08 4.22949e-08 6.0737e-08 2.74699e-06 1.20065e-07 0.0422886 7.51338e-08 6.58533e-07 0 0 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #475 of 1000; initialization seed = 493580700 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 573149 Distortion: 0.00942885 Distortions/cluster: 1.08283e-34 9.76722e-05 2.87959e-05 4.67839e-05 2.96543e-05 3.7643e-05 3.73047e-05 4.67043e-05 0 4.2689e-05 1.27749e-35 4.07957e-05 0.00872182 0.000298988 Variance: 1.59649e-06 Variances/cluster: 0 1.0027e-07 5.61273e-08 8.44208e-08 7.56427e-08 4.62393e-08 6.0737e-08 2.74699e-06 0 4.44638e-08 0 6.98334e-08 0.156503 6.18973e-07 -------------------------------------------------------------- Initialization seed trial #476 of 1000; initialization seed = 493580701 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 573151 Distortion: 0.00942885 Distortions/cluster: 0 4.05268e-05 3.72578e-05 2.88994e-05 4.70999e-05 9.76722e-05 3.76561e-05 4.27712e-05 4.67043e-05 1.27749e-35 0.000299138 2.93028e-05 1.08283e-34 0.00872182 Variance: 1.59649e-06 Variances/cluster: 0 6.96115e-08 6.07595e-08 5.60016e-08 8.45331e-08 1.0027e-07 4.62554e-08 4.4503e-08 2.74699e-06 0 6.18003e-07 7.57118e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #477 of 1000; initialization seed = 493580702 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 498706 Distortion: 0.049236 Distortions/cluster: 1.13443e-05 1.69949e-05 4.90368e-05 3.99696e-05 3.81032e-05 0.000294241 2.5619e-05 0.00391362 3.64426e-05 0.0446389 7.74101e-05 2.51786e-05 4.67043e-05 2.24379e-05 Variance: 8.33661e-06 Variances/cluster: 6.13155e-08 6.17951e-08 8.51064e-08 6.86544e-08 4.08797e-08 6.81057e-07 5.42726e-08 0.00391989 6.12281e-08 0.0422886 1.23845e-07 4.22419e-08 2.74699e-06 3.6421e-08 -------------------------------------------------------------- Initialization seed trial #478 of 1000; initialization seed = 493580703 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 498805 Distortion: 0.0492279 Distortions/cluster: 1.62843e-05 0.0446389 2.05094e-05 2.95988e-05 2.86463e-05 0.00391362 1.65273e-05 1.84101e-05 4.17482e-05 0.000300791 8.366e-05 2.31721e-05 6.73163e-05 2.86613e-05 Variance: 8.33523e-06 Variances/cluster: 3.36423e-08 0.0422886 3.51147e-08 6.24396e-08 7.5181e-08 0.00391989 3.59257e-08 3.88362e-08 3.39376e-07 1.87971e-05 9.74749e-08 4.8779e-08 7.54422e-08 4.20217e-08 -------------------------------------------------------------- Initialization seed trial #479 of 1000; initialization seed = 493580704 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 508335 Distortion: 0.0402359 Distortions/cluster: 8.366e-05 0.0356196 7.77001e-05 2.24163e-05 0.000307974 2.36391e-05 2.19246e-05 6.81933e-05 2.25274e-05 2.37044e-35 2.30798e-05 0.00391362 3.94393e-05 1.22168e-05 Variance: 6.81272e-06 Variances/cluster: 9.74749e-08 0.035575 1.17895e-07 4.07529e-08 1.71076e-05 7.2507e-08 3.59968e-08 7.6254e-08 5.63133e-08 0 4.828e-08 0.00391989 4.30993e-08 6.20088e-08 -------------------------------------------------------------- Initialization seed trial #480 of 1000; initialization seed = 493580705 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 573076 Distortion: 0.00943978 Distortions/cluster: 0 2.29829e-05 1.27749e-35 8.37767e-05 7.86324e-05 3.85916e-05 2.52487e-05 6.80765e-05 2.71031e-05 0.000298141 0.00872182 2.87034e-05 1.08283e-34 4.67043e-05 Variance: 1.59834e-06 Variances/cluster: 0 3.68864e-08 0 9.74973e-08 1.25199e-07 4.11827e-08 4.22886e-08 7.62086e-08 5.3243e-08 6.4808e-07 0.156503 7.51338e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #481 of 1000; initialization seed = 493580706 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 69 BIC score: 575004 Distortion: 0.0091869 Distortions/cluster: 1.27749e-35 1.08283e-34 4.81569e-35 3.00803e-05 8.37767e-05 4.67043e-05 0 0.00872182 3.7004e-05 4.28824e-05 2.74568e-05 3.08605e-05 9.82411e-05 6.80765e-05 Variance: 1.55552e-06 Variances/cluster: 0 0 2.67973e-31 7.57631e-08 9.74973e-08 2.74699e-06 0 0.156503 4.59054e-08 4.45261e-08 5.62588e-08 6.08638e-08 1.00751e-07 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #482 of 1000; initialization seed = 493580707 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 4.20705e-05 2.7094e-05 7.89067e-05 1.08283e-34 1.27749e-35 2.29791e-05 4.67043e-05 2.86012e-05 4.67839e-05 0.000297453 4.07957e-05 0.0446389 2.16866e-05 3.73047e-05 Variance: 7.67513e-06 Variances/cluster: 4.48473e-08 5.30168e-08 1.11914e-07 0 0 3.68804e-08 2.74699e-06 7.50627e-08 8.44208e-08 6.63905e-07 6.98334e-08 0.0422886 4.09915e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #483 of 1000; initialization seed = 493580708 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 507895 Distortion: 0.040221 Distortions/cluster: 1.92712e-05 4.07957e-05 8.02166e-05 2.91294e-05 2.23193e-05 2.37044e-35 0.000307974 4.12991e-05 3.73047e-05 4.23707e-05 0.0356196 4.67839e-05 0.00391362 2.03946e-05 Variance: 6.8102e-06 Variances/cluster: 3.9731e-08 6.98334e-08 1.06803e-07 5.00457e-08 4.18711e-08 0 1.71076e-05 6.30466e-08 6.0737e-08 7.73126e-08 0.035575 8.44208e-08 0.00391989 3.5159e-08 -------------------------------------------------------------- Initialization seed trial #484 of 1000; initialization seed = 493580709 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 557290 Distortion: 0.0133318 Distortions/cluster: 0.00391362 4.36199e-05 3.32281e-05 4.22095e-05 0.000297696 0 2.78453e-05 2.87034e-05 9.44194e-05 2.60888e-05 0.00872182 2.21275e-05 4.67043e-05 3.37304e-05 Variance: 2.25733e-06 Variances/cluster: 0.00391989 4.44155e-08 8.00423e-08 4.87353e-08 6.57112e-07 0 5.4487e-08 7.51338e-08 1.00437e-07 6.13652e-08 0.156503 4.86161e-08 2.74699e-06 7.3624e-08 -------------------------------------------------------------- Initialization seed trial #485 of 1000; initialization seed = 493580710 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 498914 Distortion: 0.0492374 Distortions/cluster: 9.3841e-05 4.67043e-05 4.22095e-05 2.40201e-05 1.90592e-05 2.10477e-05 0.000297696 0.00391362 4.35702e-05 2.87034e-05 0.0446389 2.78453e-05 1.56468e-05 2.45642e-05 Variance: 8.33685e-06 Variances/cluster: 9.9822e-08 2.74699e-06 4.87353e-08 6.03328e-08 4.62452e-08 7.06079e-08 6.57112e-07 0.00391989 4.44101e-08 7.51338e-08 0.0422886 5.4487e-08 5.97016e-08 6.41151e-08 -------------------------------------------------------------- Initialization seed trial #486 of 1000; initialization seed = 493580711 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 607906 Distortion: 0.0043787 Distortions/cluster: 4.67043e-05 4.29076e-05 3.08605e-05 3.70447e-05 0.00391362 0 4.81569e-35 9.81749e-05 2.74568e-05 8.366e-05 9.64317e-35 2.37044e-35 6.81933e-05 3.00803e-05 Variance: 7.41399e-07 Variances/cluster: 2.74699e-06 4.45522e-08 6.08638e-08 4.5899e-08 0.00391989 0 2.67973e-31 1.00787e-07 5.62588e-08 9.74749e-08 6.86694e-32 0 7.6254e-08 7.57631e-08 -------------------------------------------------------------- Initialization seed trial #487 of 1000; initialization seed = 493580712 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 54 BIC score: 573174 Distortion: 0.00942889 Distortions/cluster: 4.07957e-05 4.67043e-05 9.54072e-05 1.08283e-34 4.36199e-05 4.22095e-05 3.73047e-05 1.27749e-35 4.67839e-05 0 0.000297696 2.87034e-05 0.00872182 2.78453e-05 Variance: 1.59649e-06 Variances/cluster: 6.98334e-08 2.74699e-06 1.01272e-07 0 4.44155e-08 4.87353e-08 6.0737e-08 0 8.44208e-08 0 6.57112e-07 7.51338e-08 0.156503 5.4487e-08 -------------------------------------------------------------- Initialization seed trial #488 of 1000; initialization seed = 493580713 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 498720 Distortion: 0.049236 Distortions/cluster: 4.67043e-05 0.0446389 0.000293803 4.07957e-05 2.19517e-05 2.28553e-05 1.69003e-05 2.49934e-05 1.16404e-05 7.89562e-05 0.00391362 4.67839e-05 4.07912e-05 3.73047e-05 Variance: 8.33661e-06 Variances/cluster: 2.74699e-06 0.0422886 6.8162e-07 6.98334e-08 4.09507e-08 3.67998e-08 6.32921e-08 5.35143e-08 6.15842e-08 1.14088e-07 0.00391989 8.44208e-08 4.38106e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #489 of 1000; initialization seed = 493580714 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 98 BIC score: 503013 Distortion: 0.045332 Distortions/cluster: 4.67043e-05 4.22095e-05 2.78453e-05 2.87034e-05 0.0446389 2.36116e-05 1.96059e-05 9.48599e-05 3.44908e-05 4.36199e-05 1.27749e-35 3.37267e-05 0.000297696 1.08283e-34 Variance: 7.67558e-06 Variances/cluster: 2.74699e-06 4.87353e-08 5.4487e-08 7.51338e-08 0.0422886 6.96288e-08 6.42612e-08 1.00799e-07 6.09179e-08 4.44155e-08 0 6.22065e-08 6.57112e-07 0 -------------------------------------------------------------- Initialization seed trial #490 of 1000; initialization seed = 493580715 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 73 BIC score: 557364 Distortion: 0.0133285 Distortions/cluster: 2.78453e-05 9.48599e-05 0 3.46333e-05 2.51399e-05 4.36199e-05 4.22095e-05 1.8854e-05 0.00391362 0.000297696 4.67043e-05 0.00872182 2.87034e-05 3.28066e-05 Variance: 2.25678e-06 Variances/cluster: 5.4487e-08 1.00799e-07 0 6.09541e-08 7.24266e-08 4.44155e-08 4.87353e-08 6.32482e-08 0.00391989 6.57112e-07 2.74699e-06 0.156503 7.51338e-08 6.08462e-08 -------------------------------------------------------------- Initialization seed trial #491 of 1000; initialization seed = 493580716 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 4.20705e-05 0.0446389 4.67043e-05 1.27749e-35 1.08283e-34 2.7094e-05 2.16866e-05 2.29791e-05 2.86012e-05 4.67839e-05 7.89067e-05 3.73047e-05 0.000297453 4.07957e-05 Variance: 7.67513e-06 Variances/cluster: 4.48473e-08 0.0422886 2.74699e-06 0 0 5.30168e-08 4.09915e-08 3.68804e-08 7.50627e-08 8.44208e-08 1.11914e-07 6.0737e-08 6.63905e-07 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #492 of 1000; initialization seed = 493580717 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 573332 Distortion: 0.00942822 Distortions/cluster: 3.38382e-05 4.67043e-05 2.39539e-05 9.37256e-05 0 0.000313359 1.91536e-05 1.27749e-35 5.17427e-05 0.00872182 3.44908e-05 1.08283e-34 4.67057e-05 4.27239e-05 Variance: 1.59638e-06 Variances/cluster: 6.22972e-08 2.74699e-06 7.00189e-08 1.01977e-07 0 4.79835e-07 6.36129e-08 0 5.32824e-08 0.156503 6.09179e-08 0 4.49052e-08 7.72522e-08 -------------------------------------------------------------- Initialization seed trial #493 of 1000; initialization seed = 493580718 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 498690 Distortion: 0.0492277 Distortions/cluster: 3.73047e-05 2.26605e-05 0.00391362 4.04599e-05 4.67839e-05 0.000307974 0.0446389 2.23381e-05 1.20547e-05 2.18019e-05 2.21119e-05 4.07957e-05 2.34291e-05 7.74848e-05 Variance: 8.33521e-06 Variances/cluster: 6.0737e-08 4.11222e-08 0.00391989 4.36423e-08 8.44208e-08 1.71076e-05 0.0422886 4.89829e-08 6.14985e-08 7.29106e-08 3.61264e-08 6.98334e-08 5.51221e-08 1.16159e-07 -------------------------------------------------------------- Initialization seed trial #494 of 1000; initialization seed = 493580719 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 63 BIC score: 574150 Distortion: 0.00943281 Distortions/cluster: 0.000307974 0.000101576 1.22558e-05 1.08283e-34 0 1.27517e-05 2.91667e-05 2.63193e-05 1.27749e-35 2.37974e-05 0.000104435 4.96348e-05 0.00872182 4.30816e-05 Variance: 1.59716e-06 Variances/cluster: 1.71076e-05 5.65829e-08 5.6201e-08 0 0 5.22441e-08 5.92624e-08 5.70733e-08 0 7.08035e-08 9.92642e-08 8.03088e-08 0.156503 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #495 of 1000; initialization seed = 493580720 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 513109 Distortion: 0.0363234 Distortions/cluster: 3.58899e-05 0.000307416 4.67043e-05 0.0356196 4.90368e-05 3.99696e-05 3.85809e-05 2.12715e-05 1.08283e-34 8.70412e-05 3.97173e-05 1.27749e-35 2.37044e-35 3.8196e-05 Variance: 6.15025e-06 Variances/cluster: 6.04009e-08 4.94992e-07 2.74699e-06 0.035575 8.51064e-08 6.86544e-08 7.63917e-08 3.56266e-08 0 1.02272e-07 4.37377e-08 0 0 5.8398e-08 -------------------------------------------------------------- Initialization seed trial #496 of 1000; initialization seed = 493580721 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 513258 Distortion: 0.0363266 Distortions/cluster: 2.37044e-35 4.2926e-05 1.08283e-34 3.6773e-05 3.73047e-05 3.0597e-05 2.80316e-05 9.76919e-05 4.07957e-05 0.000299446 4.67043e-05 0.0356196 1.27749e-35 4.67839e-05 Variance: 6.1508e-06 Variances/cluster: 0 4.47107e-08 0 4.56189e-08 6.0737e-08 7.53561e-08 5.62832e-08 1.00188e-07 6.98334e-08 6.09819e-07 2.74699e-06 0.035575 0 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #497 of 1000; initialization seed = 493580722 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 503147 Distortion: 0.0453281 Distortions/cluster: 4.43623e-05 0.000307974 1.27749e-35 2.15595e-05 2.39335e-05 1.87746e-05 1.55113e-05 4.94716e-05 2.45642e-05 0.0446389 1.08283e-34 9.40994e-05 4.08682e-05 4.80387e-05 Variance: 7.67492e-06 Variances/cluster: 4.4716e-08 1.71076e-05 0 7.08973e-08 6.01153e-08 4.61142e-08 5.94113e-08 8.03046e-08 6.41151e-08 0.0422886 0 1.0031e-07 6.32579e-08 5.1045e-08 -------------------------------------------------------------- Initialization seed trial #498 of 1000; initialization seed = 493580723 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 503044 Distortion: 0.0453493 Distortions/cluster: 1.08283e-34 1.27749e-35 7.71018e-05 2.17068e-05 0.000278636 2.35175e-05 8.366e-05 6.81933e-05 2.603e-05 2.33333e-05 4.67043e-05 3.94556e-05 0.0446389 2.20515e-05 Variance: 7.67851e-06 Variances/cluster: 0 0 1.17165e-07 3.97523e-08 1.70927e-06 5.93823e-08 9.74749e-08 7.6254e-08 7.09209e-08 4.85058e-08 2.74699e-06 4.33064e-08 0.0422886 3.59689e-08 -------------------------------------------------------------- Initialization seed trial #499 of 1000; initialization seed = 493580724 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 15 BIC score: 513085 Distortion: 0.036323 Distortions/cluster: 3.73406e-05 0.00031286 4.0274e-05 2.37044e-35 2.4905e-05 4.06719e-05 8.26049e-05 1.27749e-35 3.61391e-05 4.90368e-05 0.0356196 4.67043e-05 1.08283e-34 3.29387e-05 Variance: 6.15019e-06 Variances/cluster: 4.0985e-08 5.6673e-07 6.8705e-08 0 4.06897e-08 6.24707e-08 1.04819e-07 0 6.1129e-08 8.51064e-08 0.035575 2.74699e-06 0 5.30362e-08 -------------------------------------------------------------- Initialization seed trial #500 of 1000; initialization seed = 493580725 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 513794 Distortion: 0.036342 Distortions/cluster: 9.32678e-05 1.27749e-35 6.81933e-05 3.77649e-05 2.16498e-05 0.0356196 3.9276e-05 3.7211e-05 0.000304149 2.37044e-35 1.08283e-34 3.72949e-05 0 8.366e-05 Variance: 6.15341e-06 Variances/cluster: 1.11023e-07 0 7.6254e-08 6.03223e-08 3.58994e-08 0.035575 7.65554e-08 5.76859e-08 1.78889e-05 0 0 4.09799e-08 0 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #501 of 1000; initialization seed = 493580726 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 93 BIC score: 558631 Distortion: 0.013073 Distortions/cluster: 4.07184e-05 4.29076e-05 2.74568e-05 0.00872182 4.6908e-05 0 3.70447e-05 0.00391362 4.67043e-05 3.08605e-05 4.81569e-35 3.72578e-05 3.00803e-05 9.75704e-05 Variance: 2.2135e-06 Variances/cluster: 6.9701e-08 4.45522e-08 5.62588e-08 0.156503 8.44922e-08 0 4.5899e-08 0.00391989 2.74699e-06 6.08638e-08 2.67973e-31 6.07595e-08 7.57631e-08 1.00269e-07 -------------------------------------------------------------- Initialization seed trial #502 of 1000; initialization seed = 493580727 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 84 BIC score: 514262 Distortion: 0.0360846 Distortions/cluster: 2.37044e-35 4.67043e-05 9.82411e-05 4.28824e-05 2.74568e-05 8.37767e-05 3.08605e-05 4.81569e-35 1.27749e-35 0.0356196 3.7004e-05 6.80765e-05 3.00803e-05 1.08283e-34 Variance: 6.10983e-06 Variances/cluster: 0 2.74699e-06 1.00751e-07 4.45261e-08 5.62588e-08 9.74973e-08 6.08638e-08 2.67973e-31 0 0.035575 4.59054e-08 7.62086e-08 7.57631e-08 0 -------------------------------------------------------------- Initialization seed trial #503 of 1000; initialization seed = 493580728 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 573348 Distortion: 0.00941908 Distortions/cluster: 1.8854e-05 0.000307974 4.98834e-05 4.38445e-05 3.26327e-05 2.51399e-05 4.51673e-05 3.48071e-05 9.451e-05 0.00872182 4.44505e-05 1.08283e-34 0 1.27749e-35 Variance: 1.59483e-06 Variances/cluster: 6.32482e-08 1.71076e-05 5.17944e-08 6.56299e-08 6.08624e-08 7.24266e-08 7.78684e-08 6.09382e-08 1.01615e-07 0.156503 4.47148e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #504 of 1000; initialization seed = 493580729 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 42 BIC score: 557290 Distortion: 0.0133388 Distortions/cluster: 2.16604e-05 6.81933e-05 0.000307974 8.366e-05 2.32247e-05 1.77292e-05 0.00872182 0.00391362 2.38346e-05 1.80821e-05 2.54647e-05 7.74848e-05 0 3.60827e-05 Variance: 2.25852e-06 Variances/cluster: 3.57981e-08 7.6254e-08 1.71076e-05 9.74749e-08 5.96981e-08 6.95205e-08 0.156503 0.00391989 4.06695e-08 4.22442e-08 7.09268e-08 1.27851e-07 0 3.98229e-08 -------------------------------------------------------------- Initialization seed trial #505 of 1000; initialization seed = 493580730 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 574861 Distortion: 0.00918304 Distortions/cluster: 0.00872182 8.366e-05 1.08283e-34 4.00832e-05 2.17441e-05 3.78154e-05 4.81569e-35 3.93613e-05 6.81933e-05 8.663e-05 0 1.27749e-35 3.70266e-05 4.67043e-05 Variance: 1.55487e-06 Variances/cluster: 0.156503 9.74749e-08 0 4.40437e-08 3.59365e-08 6.03065e-08 2.67973e-31 7.65724e-08 7.6254e-08 1.03491e-07 0 0 5.75785e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #506 of 1000; initialization seed = 493580731 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 51 BIC score: 511829 Distortion: 0.0366928 Distortions/cluster: 2.20956e-05 0.0214304 2.3791e-05 7.43725e-05 0.00391362 2.26605e-05 1.85319e-05 0.000114171 1.20547e-05 0.000307974 2.25338e-05 0.0106882 2.20188e-05 2.04254e-05 Variance: 6.2128e-06 Variances/cluster: 4.88801e-08 3.06048e-05 4.42993e-08 1.16744e-07 0.00391989 4.24316e-08 3.86047e-08 1.08907e-07 6.14985e-08 1.71076e-05 5.44245e-08 0.197295 7.29043e-08 3.48516e-08 -------------------------------------------------------------- Initialization seed trial #507 of 1000; initialization seed = 493580732 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 508371 Distortion: 0.040236 Distortions/cluster: 4.04074e-05 0.00391362 2.37044e-35 2.23566e-05 8.37767e-05 7.88843e-05 2.43034e-05 1.22872e-05 2.24243e-05 0.0356196 0.000307974 1.96912e-05 6.80765e-05 2.26442e-05 Variance: 6.81273e-06 Variances/cluster: 4.36799e-08 0.00391989 0 4.11684e-08 9.74973e-08 1.15486e-07 5.4365e-08 6.14306e-08 3.63398e-08 0.035575 1.71076e-05 7.37443e-08 7.62086e-08 5.00936e-08 -------------------------------------------------------------- Initialization seed trial #508 of 1000; initialization seed = 493580733 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 4.67043e-05 2.86463e-05 2.61719e-05 4.10797e-05 6.80765e-05 0.00391362 0 2.96461e-05 8.01568e-05 0.00872182 4.81569e-35 2.14045e-05 2.29193e-05 8.37767e-05 Variance: 2.21538e-06 Variances/cluster: 2.74699e-06 7.5181e-08 5.31902e-08 4.39787e-08 7.62086e-08 0.00391989 0 6.24078e-08 1.13526e-07 0.156503 2.67973e-31 4.07665e-08 3.68435e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #509 of 1000; initialization seed = 493580734 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 557487 Distortion: 0.0133135 Distortions/cluster: 4.04474e-05 4.75489e-05 3.0599e-05 4.67043e-05 2.62813e-05 0.000299154 2.87715e-05 4.87998e-05 3.72413e-05 0.00391362 0.00872182 3.62982e-05 3.62143e-05 0 Variance: 2.25423e-06 Variances/cluster: 6.93558e-08 8.47307e-08 4.17971e-08 2.74699e-06 5.11263e-08 6.25794e-07 7.51155e-08 4.89914e-08 4.0876e-08 0.00391989 0.156503 5.97798e-08 2.96805e-07 0 -------------------------------------------------------------- Initialization seed trial #510 of 1000; initialization seed = 493580735 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 502706 Distortion: 0.0453293 Distortions/cluster: 4.67043e-05 7.76416e-05 4.09808e-05 0.0446389 1.27749e-35 2.30492e-05 4.67839e-05 3.73047e-05 1.08283e-34 2.32055e-05 4.07957e-05 2.87715e-05 2.70593e-05 0.000298073 Variance: 7.67513e-06 Variances/cluster: 2.74699e-06 1.16046e-07 4.38728e-08 0.0422886 0 3.69336e-08 8.44208e-08 6.0737e-08 0 4.1583e-08 6.98334e-08 7.51155e-08 5.32616e-08 6.49343e-07 -------------------------------------------------------------- Initialization seed trial #511 of 1000; initialization seed = 493580736 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 72 BIC score: 498790 Distortion: 0.0492373 Distortions/cluster: 0.00391362 1.67318e-05 1.74003e-05 2.88572e-05 8.366e-05 2.39841e-05 2.86012e-05 4.67043e-05 6.60089e-05 0.000296957 3.78274e-05 1.82397e-05 1.97819e-05 0.0446389 Variance: 8.33683e-06 Variances/cluster: 0.00391989 3.66089e-08 3.45214e-08 4.20011e-08 9.74749e-08 4.81566e-08 7.50627e-08 2.74699e-06 7.42266e-08 6.76384e-07 3.00181e-07 3.8558e-08 3.44592e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #512 of 1000; initialization seed = 493580737 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 503092 Distortion: 0.0453209 Distortions/cluster: 1.08283e-34 6.73163e-05 0.000300791 1.93494e-05 8.366e-05 3.32645e-05 2.95988e-05 2.86463e-05 1.27749e-35 2.40531e-05 3.08525e-05 0.0446389 4.17482e-05 2.26639e-05 Variance: 7.6737e-06 Variances/cluster: 0 7.54422e-08 1.87971e-05 3.95656e-08 9.74749e-08 3.8948e-08 6.24396e-08 7.5181e-08 0 4.94876e-08 4.32676e-08 0.0422886 3.39376e-07 3.66687e-08 -------------------------------------------------------------- Initialization seed trial #513 of 1000; initialization seed = 493580738 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 503156 Distortion: 0.045328 Distortions/cluster: 2.0914e-05 0.0446389 4.22437e-05 9.3938e-05 4.44724e-05 2.41521e-05 1.92746e-05 0.000307974 4.72422e-05 2.45642e-05 1.54302e-05 1.08283e-34 4.8904e-05 1.27749e-35 Variance: 7.67491e-06 Variances/cluster: 7.06332e-08 0.0422886 6.36145e-08 1.00352e-07 4.47369e-08 6.05123e-08 4.63182e-08 1.71076e-05 8.00651e-08 6.41151e-08 5.9557e-08 0 5.15265e-08 0 -------------------------------------------------------------- Initialization seed trial #514 of 1000; initialization seed = 493580739 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 61 BIC score: 498643 Distortion: 0.0492357 Distortions/cluster: 2.28165e-05 4.07957e-05 2.1702e-05 2.35463e-05 0.000287296 3.73047e-05 4.67839e-05 2.3351e-05 0.00391362 1.827e-05 4.67043e-05 7.51433e-05 3.94494e-05 0.0446389 Variance: 8.33656e-06 Variances/cluster: 4.67512e-08 6.98334e-08 3.58077e-08 5.84221e-08 1.13998e-06 6.0737e-08 8.44208e-08 4.05361e-08 0.00391989 6.74115e-08 2.74699e-06 1.20798e-07 4.30632e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #515 of 1000; initialization seed = 493580740 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 498470 Distortion: 0.0492348 Distortions/cluster: 0.0446389 4.22574e-05 2.30331e-05 7.74415e-05 1.96059e-05 2.30872e-05 2.06939e-05 3.34105e-05 2.11209e-05 4.67043e-05 3.48071e-05 2.36116e-05 0.00391362 0.000316507 Variance: 8.33641e-06 Variances/cluster: 0.0422886 6.28775e-08 3.73266e-08 1.09836e-07 6.42612e-08 4.34746e-08 4.11374e-08 6.21969e-08 4.05355e-08 2.74699e-06 6.09382e-08 6.96288e-08 0.00391989 5.40995e-07 -------------------------------------------------------------- Initialization seed trial #516 of 1000; initialization seed = 493580741 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 558481 Distortion: 0.0130691 Distortions/cluster: 4.0274e-05 3.96282e-05 0.00391362 4.67043e-05 3.79002e-05 8.58408e-05 0 2.18112e-05 4.90368e-05 3.93613e-05 3.61391e-05 0.00872182 4.81569e-35 3.69625e-05 Variance: 2.21285e-06 Variances/cluster: 6.8705e-08 4.37842e-08 0.00391989 2.74699e-06 6.03455e-08 1.02304e-07 0 3.59879e-08 8.51064e-08 7.65724e-08 6.1129e-08 0.156503 2.67973e-31 5.75683e-08 -------------------------------------------------------------- Initialization seed trial #517 of 1000; initialization seed = 493580742 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 502951 Distortion: 0.045313 Distortions/cluster: 2.09998e-05 4.67839e-05 4.07194e-05 4.07957e-05 2.21268e-05 3.67128e-05 0.000300791 4.13495e-05 1.27749e-35 3.57087e-05 0.0446389 4.72422e-05 4.08004e-05 1.08283e-34 Variance: 7.67236e-06 Variances/cluster: 3.58327e-08 8.44208e-08 6.13191e-08 6.98334e-08 4.41613e-08 5.98708e-08 1.87971e-05 3.38892e-07 0 4.49682e-08 0.0422886 8.00651e-08 4.63601e-08 0 -------------------------------------------------------------- Initialization seed trial #518 of 1000; initialization seed = 493580743 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 498611 Distortion: 0.0492289 Distortions/cluster: 3.44908e-05 0.0446389 2.86012e-05 4.20705e-05 2.29791e-05 2.50109e-05 4.67043e-05 2.7094e-05 7.82999e-05 2.17412e-05 0.000297453 1.91514e-05 3.27799e-05 0.00391362 Variance: 8.33541e-06 Variances/cluster: 6.09179e-08 0.0422886 7.50627e-08 4.48473e-08 3.68804e-08 7.22633e-08 2.74699e-06 5.30168e-08 1.1137e-07 4.10172e-08 6.63905e-07 6.36054e-08 6.07967e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #519 of 1000; initialization seed = 493580744 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 19 BIC score: 573091 Distortion: 0.00943978 Distortions/cluster: 4.18847e-05 6.81933e-05 0.000297453 1.27749e-35 2.7154e-05 0 0.00872182 7.95166e-05 2.31056e-05 4.67043e-05 1.08283e-34 2.16866e-05 2.86012e-05 8.366e-05 Variance: 1.59834e-06 Variances/cluster: 4.47925e-08 7.6254e-08 6.63905e-07 0 5.30305e-08 0 0.156503 1.12619e-07 3.69647e-08 2.74699e-06 0 4.09915e-08 7.50627e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #520 of 1000; initialization seed = 493580745 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 518472 Distortion: 0.0320728 Distortions/cluster: 0.021419 0.000297514 0 4.30054e-05 0.00998646 0.000118617 2.01938e-05 3.34324e-05 2.9111e-05 1.27749e-35 3.20572e-05 2.39325e-05 4.67043e-05 2.27283e-05 Variance: 5.43054e-06 Variances/cluster: 3.2541e-05 6.62561e-07 0 3.13864e-07 0.185417 1.10306e-07 4.09571e-08 3.90532e-08 7.60016e-08 0 4.47687e-08 4.767e-08 2.74699e-06 3.67135e-08 -------------------------------------------------------------- Initialization seed trial #521 of 1000; initialization seed = 493580746 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 499269 Distortion: 0.0489735 Distortions/cluster: 2.58452e-05 2.19964e-05 0.00391362 2.97415e-05 4.67839e-05 7.8891e-05 4.81569e-35 2.61316e-05 3.73047e-05 0.0446389 3.81561e-05 4.07957e-05 4.67043e-05 2.86463e-05 Variance: 8.29217e-06 Variances/cluster: 4.12815e-08 4.09577e-08 0.00391989 6.2346e-08 8.44208e-08 1.13994e-07 2.67973e-31 5.32163e-08 6.0737e-08 0.0422886 4.10244e-08 6.98334e-08 2.74699e-06 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #522 of 1000; initialization seed = 493580747 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 503014 Distortion: 0.045332 Distortions/cluster: 3.26894e-05 0.000297696 4.67043e-05 2.78453e-05 1.08283e-34 4.36199e-05 4.22095e-05 0.0446389 2.51399e-05 3.47506e-05 2.87034e-05 1.8854e-05 1.27749e-35 9.48599e-05 Variance: 7.67558e-06 Variances/cluster: 6.08545e-08 6.57112e-07 2.74699e-06 5.4487e-08 0 4.44155e-08 4.87353e-08 0.0422886 7.24266e-08 6.0946e-08 7.51338e-08 6.32482e-08 0 1.00799e-07 -------------------------------------------------------------- Initialization seed trial #523 of 1000; initialization seed = 493580748 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 502818 Distortion: 0.0453198 Distortions/cluster: 3.44908e-05 7.98017e-05 4.19863e-05 2.43786e-05 3.28638e-05 4.26139e-05 0.000307974 2.46832e-05 0.0446389 1.27749e-35 1.08283e-34 2.51849e-05 1.96949e-05 4.72422e-05 Variance: 7.67352e-06 Variances/cluster: 6.09179e-08 1.09158e-07 6.27544e-08 7.18907e-08 6.08393e-08 4.51858e-08 1.71076e-05 4.5038e-08 0.0422886 0 0 3.85636e-08 6.41321e-08 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #524 of 1000; initialization seed = 493580749 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 677276 Distortion: 0.000946511 Distortions/cluster: 0.0003196 0 0.000115243 1.08283e-34 1.27749e-35 3.67128e-05 9.64317e-35 4.31291e-05 2.37044e-35 0 4.6908e-05 0.000344247 4.06713e-05 0 Variance: 1.60263e-07 Variances/cluster: 5.15442e-07 0 5.76447e-08 0 0 5.98708e-08 6.86694e-32 6.42703e-08 0 0 8.44922e-08 3.9702e-07 6.97398e-08 0 -------------------------------------------------------------- Initialization seed trial #525 of 1000; initialization seed = 493580750 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 535324 Distortion: 0.022105 Distortions/cluster: 0.0214304 2.70715e-05 3.04347e-05 1.27749e-35 1.08283e-34 3.79951e-05 2.26133e-05 2.97647e-05 0 0.000307974 2.37044e-35 0.000113752 2.57916e-05 7.9242e-05 Variance: 3.74281e-06 Variances/cluster: 3.06048e-05 4.58794e-08 7.66555e-08 0 0 4.08514e-08 3.65278e-08 6.11135e-08 0 1.71076e-05 0 1.08611e-07 5.38397e-08 1.23998e-07 -------------------------------------------------------------- Initialization seed trial #526 of 1000; initialization seed = 493580751 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 557519 Distortion: 0.0133038 Distortions/cluster: 0.00391362 3.70588e-05 0.000300791 2.99492e-05 3.00268e-05 2.71289e-05 3.67128e-05 3.99122e-05 0.00872182 0 4.07957e-05 4.67839e-05 3.0528e-05 4.86717e-05 Variance: 2.25259e-06 Variances/cluster: 0.00391989 4.08101e-08 1.87971e-05 4.14188e-08 7.58193e-08 5.46904e-08 5.98708e-08 3.382e-07 0.156503 0 6.98334e-08 8.44208e-08 6.08078e-08 4.89612e-08 -------------------------------------------------------------- Initialization seed trial #527 of 1000; initialization seed = 493580752 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 558585 Distortion: 0.013084 Distortions/cluster: 2.96461e-05 0.00391362 6.80765e-05 2.31538e-05 2.61719e-05 2.14045e-05 4.15428e-05 2.86463e-05 4.81569e-35 0 8.37767e-05 0.00872182 4.67043e-05 7.94619e-05 Variance: 2.21538e-06 Variances/cluster: 6.24078e-08 0.00391989 7.62086e-08 3.69827e-08 5.31902e-08 4.07665e-08 4.46178e-08 7.5181e-08 2.67973e-31 0 9.74973e-08 0.156503 2.74699e-06 1.12702e-07 -------------------------------------------------------------- Initialization seed trial #528 of 1000; initialization seed = 493580753 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 82 BIC score: 508319 Distortion: 0.0402262 Distortions/cluster: 1.90462e-05 3.27799e-05 4.22095e-05 2.87034e-05 2.37044e-35 0.000297696 9.48599e-05 0.0356196 0.00391362 3.44908e-05 4.36199e-05 2.78453e-05 2.51159e-05 4.67043e-05 Variance: 6.81108e-06 Variances/cluster: 6.34671e-08 6.07967e-08 4.87353e-08 7.51338e-08 0 6.57112e-07 1.00799e-07 0.035575 0.00391989 6.09179e-08 4.44155e-08 5.4487e-08 7.23574e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #529 of 1000; initialization seed = 493580754 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 75 BIC score: 503181 Distortion: 0.0453371 Distortions/cluster: 1.44798e-05 4.67043e-05 2.48952e-05 9.27613e-05 1.08283e-34 0.0446389 4.27239e-05 0.000313359 2.02889e-05 5.18241e-05 4.65189e-05 2.34427e-05 2.11957e-05 1.27749e-35 Variance: 7.67645e-06 Variances/cluster: 5.81331e-08 2.74699e-06 6.38127e-08 1.00928e-07 0 0.0422886 7.72522e-08 4.79102e-07 4.78358e-08 5.30928e-08 4.50724e-08 5.97836e-08 7.11044e-08 0 -------------------------------------------------------------- Initialization seed trial #530 of 1000; initialization seed = 493580755 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 77 BIC score: 573122 Distortion: 0.00943167 Distortions/cluster: 2.96461e-05 1.27749e-35 2.14045e-05 2.86463e-05 2.29193e-05 4.10797e-05 8.01568e-05 6.80765e-05 2.61719e-05 0.00872182 1.08283e-34 0 8.37767e-05 0.000307974 Variance: 1.59696e-06 Variances/cluster: 6.24078e-08 0 4.07665e-08 7.5181e-08 3.68435e-08 4.39787e-08 1.13526e-07 7.62086e-08 5.31902e-08 0.156503 0 0 9.74973e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #531 of 1000; initialization seed = 493580756 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 558847 Distortion: 0.0130692 Distortions/cluster: 8.33627e-05 6.6306e-05 3.50058e-05 0.00391362 3.79837e-05 4.67043e-05 0 3.23961e-05 2.07252e-05 3.78274e-05 3.54761e-05 3.80062e-05 0.00872182 4.81569e-35 Variance: 2.21287e-06 Variances/cluster: 9.73555e-08 7.43933e-08 5.80478e-08 0.00391989 4.50005e-08 2.74699e-06 0 3.83807e-08 3.5183e-08 3.00181e-07 5.56871e-08 7.64653e-08 0.156503 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #532 of 1000; initialization seed = 493580757 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 73 BIC score: 513289 Distortion: 0.0363266 Distortions/cluster: 0.0356196 2.87034e-05 3.5954e-05 4.67043e-05 4.88691e-05 0.000297696 4.36199e-05 2.78453e-05 1.08283e-34 9.54072e-05 4.00733e-05 1.27749e-35 4.22095e-05 2.37044e-35 Variance: 6.1508e-06 Variances/cluster: 0.035575 7.51338e-08 6.0407e-08 2.74699e-06 8.51109e-08 6.57112e-07 4.44155e-08 5.4487e-08 0 1.01272e-07 6.87144e-08 0 4.87353e-08 0 -------------------------------------------------------------- Initialization seed trial #533 of 1000; initialization seed = 493580758 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 574061 Distortion: 0.00941946 Distortions/cluster: 4.96348e-05 5.89673e-05 8.60197e-05 4.14196e-05 0.000301208 3.14446e-05 3.32054e-05 1.08283e-34 4.67043e-05 1.27749e-35 2.29571e-05 0 0.00872182 2.60819e-05 Variance: 1.5949e-06 Variances/cluster: 8.03088e-08 5.3263e-08 5.30278e-08 6.16309e-08 2.53087e-06 7.95811e-08 7.39309e-08 0 2.74699e-06 0 5.05499e-08 0 0.156503 5.76844e-08 -------------------------------------------------------------- Initialization seed trial #534 of 1000; initialization seed = 493580759 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 2.29791e-05 0.0446389 1.27749e-35 2.7094e-05 2.16866e-05 4.20705e-05 4.07184e-05 3.72578e-05 1.08283e-34 0.000297453 4.6908e-05 4.67043e-05 2.86012e-05 7.89067e-05 Variance: 7.67513e-06 Variances/cluster: 3.68804e-08 0.0422886 0 5.30168e-08 4.09915e-08 4.48473e-08 6.9701e-08 6.07595e-08 0 6.63905e-07 8.44922e-08 2.74699e-06 7.50627e-08 1.11914e-07 -------------------------------------------------------------- Initialization seed trial #535 of 1000; initialization seed = 493580760 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 42 BIC score: 499623 Distortion: 0.0489941 Distortions/cluster: 4.04566e-05 1.25053e-05 2.43621e-05 2.23566e-05 8.37767e-05 0.00391362 4.67043e-05 1.9419e-05 2.26375e-05 2.2375e-05 4.81569e-35 0.0446389 6.80765e-05 7.88843e-05 Variance: 8.29565e-06 Variances/cluster: 4.36858e-08 6.12955e-08 5.43748e-08 4.11684e-08 9.74973e-08 0.00391989 2.74699e-06 7.41129e-08 5.00789e-08 3.63188e-08 2.67973e-31 0.0422886 7.62086e-08 1.15486e-07 -------------------------------------------------------------- Initialization seed trial #536 of 1000; initialization seed = 493580761 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 558813 Distortion: 0.0130715 Distortions/cluster: 4.64237e-05 0.00391362 4.31422e-05 4.67043e-05 5.11104e-05 2.51399e-05 3.47506e-05 1.8854e-05 9.41233e-05 0 4.31034e-05 0.00872182 3.26894e-05 4.81569e-35 Variance: 2.21325e-06 Variances/cluster: 4.50675e-08 0.00391989 6.53614e-08 2.74699e-06 5.27943e-08 7.24266e-08 6.0946e-08 6.32482e-08 1.0241e-07 0 7.72401e-08 0.156503 6.08545e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #537 of 1000; initialization seed = 493580762 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 48 BIC score: 558474 Distortion: 0.013069 Distortions/cluster: 4.14869e-05 3.73976e-05 4.81569e-35 4.00583e-05 3.70079e-05 0 4.74532e-05 4.67043e-05 4.04236e-05 8.48007e-05 2.45285e-05 0.00872182 3.374e-05 0.00391362 Variance: 2.21284e-06 Variances/cluster: 7.71071e-08 4.10475e-08 2.67973e-31 6.30785e-08 6.06488e-08 0 8.47111e-08 2.74699e-06 6.94341e-08 1.03786e-07 4.04713e-08 0.156503 5.37209e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #538 of 1000; initialization seed = 493580763 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 557048 Distortion: 0.0133263 Distortions/cluster: 4.67043e-05 0 2.95616e-05 0.000300272 2.57365e-05 0.00872182 3.70788e-05 2.30907e-05 2.55465e-05 0.00391362 4.03525e-05 3.75377e-05 4.74532e-05 7.75644e-05 Variance: 2.25641e-06 Variances/cluster: 2.74699e-06 0 6.06965e-08 7.5062e-07 5.395e-08 0.156503 6.06656e-08 4.1526e-08 4.09352e-08 0.00391989 6.94314e-08 4.06657e-08 8.47111e-08 1.16104e-07 -------------------------------------------------------------- Initialization seed trial #539 of 1000; initialization seed = 493580764 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 72 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 4.07957e-05 2.16866e-05 4.20705e-05 2.86012e-05 2.7094e-05 0.0446389 2.29791e-05 4.67839e-05 1.27749e-35 3.73047e-05 1.08283e-34 7.89067e-05 4.67043e-05 0.000297453 Variance: 7.67513e-06 Variances/cluster: 6.98334e-08 4.09915e-08 4.48473e-08 7.50627e-08 5.30168e-08 0.0422886 3.68804e-08 8.44208e-08 0 6.0737e-08 0 1.11914e-07 2.74699e-06 6.63905e-07 -------------------------------------------------------------- Initialization seed trial #540 of 1000; initialization seed = 493580765 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 502702 Distortion: 0.0453293 Distortions/cluster: 7.80233e-05 1.08283e-34 4.07957e-05 3.85916e-05 4.67839e-05 2.87715e-05 2.71031e-05 1.27749e-35 0.0446389 2.52487e-05 0.000298073 3.73047e-05 2.29829e-05 4.67043e-05 Variance: 7.67513e-06 Variances/cluster: 1.24428e-07 0 6.98334e-08 4.11827e-08 8.44208e-08 7.51155e-08 5.3243e-08 0 0.0422886 4.22886e-08 6.49343e-07 6.0737e-08 3.68864e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #541 of 1000; initialization seed = 493580766 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 61 BIC score: 498806 Distortion: 0.0492279 Distortions/cluster: 2.0412e-05 0.00391362 6.73163e-05 8.366e-05 2.94707e-05 2.34269e-05 0.000300791 1.66567e-05 4.17482e-05 2.84588e-05 0.0446389 2.89712e-05 1.63282e-05 1.80876e-05 Variance: 8.33523e-06 Variances/cluster: 3.50681e-08 0.00391989 7.54422e-08 9.74749e-08 6.28322e-08 4.88016e-08 1.87971e-05 3.60503e-08 3.39376e-07 7.48856e-08 0.0422886 4.21669e-08 3.36633e-08 3.85626e-08 -------------------------------------------------------------- Initialization seed trial #542 of 1000; initialization seed = 493580767 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 573003 Distortion: 0.00942532 Distortions/cluster: 4.67043e-05 0.000309691 4.07957e-05 0 2.14667e-05 0.00872182 4.01863e-05 1.27749e-35 1.08283e-34 4.67839e-05 3.68291e-05 3.73047e-05 8.61757e-05 3.75684e-05 Variance: 1.59589e-06 Variances/cluster: 2.74699e-06 5.95511e-07 6.98334e-08 0 3.58333e-08 0.156503 4.39636e-08 0 0 8.44208e-08 5.75399e-08 6.0737e-08 1.02826e-07 6.01044e-08 -------------------------------------------------------------- Initialization seed trial #543 of 1000; initialization seed = 493580768 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 64 BIC score: 687672 Distortion: 0.000726353 Distortions/cluster: 3.08605e-05 1.27749e-35 8.366e-05 9.82411e-05 0.000307974 1.08283e-34 3.7004e-05 4.28824e-05 6.81933e-05 2.74568e-05 3.00803e-05 2.37044e-35 9.64317e-35 0 Variance: 1.22986e-07 Variances/cluster: 6.08638e-08 0 9.74749e-08 1.00751e-07 1.71076e-05 0 4.59054e-08 4.45261e-08 7.6254e-08 5.62588e-08 7.57631e-08 0 6.86694e-32 0 -------------------------------------------------------------- Initialization seed trial #544 of 1000; initialization seed = 493580769 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 503672 Distortion: 0.0450764 Distortions/cluster: 3.73047e-05 4.81569e-35 4.67043e-05 9.75704e-05 3.08605e-05 4.29076e-05 0.0446389 1.08283e-34 4.07957e-05 3.00803e-05 1.27749e-35 2.74568e-05 3.70447e-05 4.67839e-05 Variance: 7.63231e-06 Variances/cluster: 6.0737e-08 2.67973e-31 2.74699e-06 1.00269e-07 6.08638e-08 4.45522e-08 0.0422886 0 6.98334e-08 7.57631e-08 0 5.62588e-08 4.5899e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #545 of 1000; initialization seed = 493580770 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 558566 Distortion: 0.013084 Distortions/cluster: 4.81569e-35 2.58561e-05 3.00268e-05 2.25053e-05 8.37767e-05 3.81032e-05 2.51166e-05 0 0.00391362 2.97647e-05 4.67043e-05 6.80765e-05 0.00872182 7.86324e-05 Variance: 2.21537e-06 Variances/cluster: 2.67973e-31 5.3862e-08 7.58193e-08 3.64712e-08 9.74973e-08 4.08797e-08 4.22088e-08 0 0.00391989 6.11135e-08 2.74699e-06 7.62086e-08 0.156503 1.25199e-07 -------------------------------------------------------------- Initialization seed trial #546 of 1000; initialization seed = 493580771 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 573138 Distortion: 0.00942891 Distortions/cluster: 0 3.46431e-05 9.86505e-05 3.0597e-05 0.00029991 4.07957e-05 4.29272e-05 1.27749e-35 0.00872182 1.08283e-34 4.67839e-05 4.67043e-05 2.87748e-05 3.73047e-05 Variance: 1.5965e-06 Variances/cluster: 0 4.44662e-08 9.98397e-08 7.53561e-08 5.9977e-07 6.98334e-08 4.47585e-08 0 0.156503 0 8.44208e-08 2.74699e-06 5.70877e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #547 of 1000; initialization seed = 493580772 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 499002 Distortion: 0.0492068 Distortions/cluster: 4.37295e-05 0.00391362 2.71289e-05 2.99492e-05 3.33687e-05 3.0528e-05 3.27527e-05 0.0446389 2.43786e-05 3.70588e-05 3.00268e-05 0.000296857 4.86717e-05 1.98062e-05 Variance: 8.33166e-06 Variances/cluster: 3.67433e-07 0.00391989 5.46904e-08 4.14188e-08 5.91449e-08 6.08078e-08 6.07463e-08 0.0422886 7.18907e-08 4.08101e-08 7.58193e-08 1.9788e-05 4.89612e-08 6.42853e-08 -------------------------------------------------------------- Initialization seed trial #548 of 1000; initialization seed = 493580773 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 8.366e-05 4.81569e-35 2.96461e-05 2.86463e-05 8.01568e-05 2.29193e-05 6.81933e-05 0.0446389 2.61719e-05 1.27749e-35 2.14045e-05 1.08283e-34 4.10797e-05 4.67043e-05 Variance: 7.63419e-06 Variances/cluster: 9.74749e-08 2.67973e-31 6.24078e-08 7.5181e-08 1.13526e-07 3.68435e-08 7.6254e-08 0.0422886 5.31902e-08 0 4.07665e-08 0 4.39787e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #549 of 1000; initialization seed = 493580774 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 557340 Distortion: 0.0133285 Distortions/cluster: 0.00391362 0.000299669 0 0.00872182 2.88994e-05 3.77383e-05 3.44908e-05 2.43786e-05 1.96949e-05 3.28638e-05 4.2689e-05 2.87715e-05 9.7125e-05 4.67043e-05 Variance: 2.25677e-06 Variances/cluster: 0.00391989 6.14026e-07 0 0.156503 5.60016e-08 4.62995e-08 6.09179e-08 7.18907e-08 6.41321e-08 6.08393e-08 4.44638e-08 7.51155e-08 9.98112e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #550 of 1000; initialization seed = 493580775 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 69 BIC score: 498809 Distortion: 0.0492279 Distortions/cluster: 1.79534e-05 1.61511e-05 4.04593e-05 2.90089e-05 2.90326e-05 0.0446389 0.00391362 2.8756e-05 0.000300791 1.68447e-05 2.49381e-05 2.04028e-05 8.366e-05 6.73163e-05 Variance: 8.33523e-06 Variances/cluster: 3.81951e-08 3.52613e-08 3.37121e-07 6.19798e-08 7.5797e-08 0.0422886 0.00391989 4.20372e-08 1.87971e-05 3.45149e-08 5.1627e-08 3.49921e-08 9.74749e-08 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #551 of 1000; initialization seed = 493580776 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 558453 Distortion: 0.0133399 Distortions/cluster: 1.09004e-05 1.67677e-05 4.27164e-05 1.15002e-05 0.000101095 2.67365e-05 0.00391362 0.00010376 0.00872182 0 0.000307974 4.96348e-05 1.24914e-05 2.09158e-05 Variance: 2.25871e-06 Variances/cluster: 5.47582e-08 7.45e-08 6.36553e-08 5.47453e-08 5.65038e-08 6.27412e-08 0.00391989 9.83424e-08 0.156503 0 1.71076e-05 8.03088e-08 5.13886e-08 4.64646e-08 -------------------------------------------------------------- Initialization seed trial #552 of 1000; initialization seed = 493580777 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 66 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 8.01568e-05 4.67043e-05 1.08283e-34 4.81569e-35 2.61719e-05 8.366e-05 1.27749e-35 0.0446389 2.86463e-05 2.29193e-05 6.81933e-05 2.14045e-05 4.10797e-05 2.96461e-05 Variance: 7.63419e-06 Variances/cluster: 1.13526e-07 2.74699e-06 0 2.67973e-31 5.31902e-08 9.74749e-08 0 0.0422886 7.5181e-08 3.68435e-08 7.6254e-08 4.07665e-08 4.39787e-08 6.24078e-08 -------------------------------------------------------------- Initialization seed trial #553 of 1000; initialization seed = 493580778 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 499629 Distortion: 0.0489746 Distortions/cluster: 3.78274e-05 0.0446389 6.6306e-05 2.98108e-05 3.29907e-05 0.00391362 1.91579e-05 8.33627e-05 4.81569e-35 3.06463e-05 2.33547e-05 2.23296e-05 4.67043e-05 2.95339e-05 Variance: 8.29234e-06 Variances/cluster: 3.00181e-07 0.0422886 7.43933e-08 7.58485e-08 3.87636e-08 0.00391989 3.94158e-08 9.73555e-08 2.67973e-31 4.30994e-08 4.91633e-08 3.63633e-08 2.74699e-06 6.11417e-08 -------------------------------------------------------------- Initialization seed trial #554 of 1000; initialization seed = 493580779 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 512195 Distortion: 0.0366813 Distortions/cluster: 0.0106882 1.97834e-05 4.67043e-05 4.30054e-05 1.16404e-05 0.000293568 2.23916e-05 2.1643e-05 1.69003e-05 0.0214197 3.34009e-05 0.000118409 3.23903e-05 0.00391362 Variance: 6.21085e-06 Variances/cluster: 0.197295 4.09555e-08 2.74699e-06 3.13864e-07 6.15842e-08 6.9069e-07 3.64049e-08 4.72513e-08 6.32921e-08 3.23454e-05 3.90164e-08 1.10421e-07 4.4796e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #555 of 1000; initialization seed = 493580780 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 518500 Distortion: 0.0320634 Distortions/cluster: 0.0214219 1.27749e-35 4.42496e-05 2.25278e-05 0 2.90536e-05 3.33499e-05 2.95988e-05 3.10982e-05 2.20173e-05 0.000118617 0.000300791 2.37123e-05 0.00998646 Variance: 5.42895e-06 Variances/cluster: 3.22513e-05 0 3.42978e-07 3.65076e-08 0 7.60505e-08 3.90024e-08 6.24396e-08 4.31282e-08 4.52985e-08 1.10306e-07 1.87971e-05 4.87864e-08 0.185417 -------------------------------------------------------------- Initialization seed trial #556 of 1000; initialization seed = 493580781 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 17 BIC score: 557333 Distortion: 0.0133299 Distortions/cluster: 3.11694e-05 2.02403e-05 0.000301713 1.65459e-05 3.9874e-05 4.67043e-05 4.64891e-05 8.366e-05 1.7797e-05 6.76894e-05 0.00391362 0 2.25553e-05 0.00872182 Variance: 2.25701e-06 Variances/cluster: 4.45875e-08 4.08031e-08 2.49321e-06 3.37643e-08 5.97759e-08 2.74699e-06 7.98718e-08 9.74749e-08 3.75432e-08 7.57754e-08 0.00391989 0 3.71544e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #557 of 1000; initialization seed = 493580782 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 557036 Distortion: 0.0133463 Distortions/cluster: 2.26333e-05 2.87715e-05 8.37767e-05 7.17712e-05 0.00391362 4.67043e-05 2.65789e-05 2.10905e-05 6.80765e-05 0 2.45317e-05 0.00872182 0.000297978 1.89396e-05 Variance: 2.25979e-06 Variances/cluster: 4.18323e-08 7.51155e-08 9.74973e-08 1.23095e-07 0.00391989 2.74699e-06 5.27313e-08 3.56218e-08 7.62086e-08 0 4.14348e-08 0.156503 6.51978e-07 3.92089e-08 -------------------------------------------------------------- Initialization seed trial #558 of 1000; initialization seed = 493580783 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 78 BIC score: 499546 Distortion: 0.0489761 Distortions/cluster: 2.74568e-05 0.0446389 3.08605e-05 3.34782e-05 9.70233e-05 4.81569e-35 3.70447e-05 1.96059e-05 4.67043e-05 2.36116e-05 0.00391362 3.00803e-05 3.47396e-05 4.29076e-05 Variance: 8.29259e-06 Variances/cluster: 5.62588e-08 0.0422886 6.08638e-08 6.22071e-08 9.98093e-08 2.67973e-31 4.5899e-08 6.42612e-08 2.74699e-06 6.96288e-08 0.00391989 7.57631e-08 6.09267e-08 4.45522e-08 -------------------------------------------------------------- Initialization seed trial #559 of 1000; initialization seed = 493580784 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 573154 Distortion: 0.00942885 Distortions/cluster: 3.99696e-05 9.76081e-05 4.67043e-05 0.000299528 2.85345e-05 0 1.08283e-34 4.90368e-05 4.29557e-05 3.80351e-05 1.27749e-35 2.87715e-05 3.58899e-05 0.00872182 Variance: 1.59649e-06 Variances/cluster: 6.86544e-08 1.00308e-07 2.74699e-06 6.17534e-07 5.57265e-08 0 0 8.51064e-08 4.4556e-08 4.64357e-08 0 7.51155e-08 6.04009e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #560 of 1000; initialization seed = 493580785 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 57 BIC score: 604890 Distortion: 0.0046124 Distortions/cluster: 4.70999e-05 0.00391362 0.000307974 3.70447e-05 2.74568e-05 4.29076e-05 4.06186e-05 0 9.64317e-35 9.75704e-05 3.7166e-05 3.00803e-05 3.08605e-05 2.37044e-35 Variance: 7.80969e-07 Variances/cluster: 8.45331e-08 0.00391989 1.71076e-05 4.5899e-08 5.62588e-08 4.45522e-08 6.96495e-08 0 6.86694e-32 1.00269e-07 6.07089e-08 7.57631e-08 6.08638e-08 0 -------------------------------------------------------------- Initialization seed trial #561 of 1000; initialization seed = 493580786 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 61 BIC score: 572986 Distortion: 0.00942537 Distortions/cluster: 4.67839e-05 0.000317415 2.46844e-05 1.08283e-34 3.73047e-05 4.19883e-05 2.51186e-05 8.35534e-05 1.27749e-35 0 4.67043e-05 0.00872182 3.92069e-05 4.07957e-05 Variance: 1.5959e-06 Variances/cluster: 8.44208e-08 5.34325e-07 4.4795e-08 0 6.0737e-08 6.27573e-08 3.8521e-08 1.14761e-07 0 0 2.74699e-06 0.156503 4.16173e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #562 of 1000; initialization seed = 493580787 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 503653 Distortion: 0.0450875 Distortions/cluster: 6.80765e-05 2.86463e-05 8.01568e-05 1.27749e-35 4.81569e-35 0.0446389 2.96461e-05 8.37767e-05 2.61719e-05 4.67043e-05 1.08283e-34 2.14045e-05 2.58452e-05 3.81561e-05 Variance: 7.63419e-06 Variances/cluster: 7.62086e-08 7.5181e-08 1.13526e-07 0 2.67973e-31 0.0422886 6.24078e-08 9.74973e-08 5.31902e-08 2.74699e-06 0 4.07665e-08 4.12815e-08 4.10244e-08 -------------------------------------------------------------- Initialization seed trial #563 of 1000; initialization seed = 493580788 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 503879 Distortion: 0.0455537 Distortions/cluster: 1.31539e-05 9.59121e-06 1.08283e-34 4.59395e-05 0.000344149 7.98011e-06 0.00011457 0.0446389 2.14915e-05 1.42394e-05 0.000315648 1.27749e-35 1.77914e-05 1.02681e-05 Variance: 7.71313e-06 Variances/cluster: 7.51423e-08 5.21094e-08 0 7.81222e-08 3.87957e-07 4.92441e-08 5.7596e-08 0.0422886 6.75609e-08 3.86815e-08 4.58751e-07 0 5.09619e-08 5.23715e-08 -------------------------------------------------------------- Initialization seed trial #564 of 1000; initialization seed = 493580789 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 502713 Distortion: 0.0453212 Distortions/cluster: 4.09224e-05 2.29193e-05 0.0446389 0.000307974 2.97415e-05 3.61391e-05 2.19964e-05 1.27749e-35 2.61316e-05 4.0274e-05 2.86463e-05 4.90368e-05 1.08283e-34 7.84947e-05 Variance: 7.67375e-06 Variances/cluster: 4.38573e-08 3.68435e-08 0.0422886 1.71076e-05 6.2346e-08 6.1129e-08 4.09577e-08 0 5.32163e-08 6.8705e-08 7.5181e-08 8.51064e-08 0 1.13421e-07 -------------------------------------------------------------- Initialization seed trial #565 of 1000; initialization seed = 493580790 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 558840 Distortion: 0.0130692 Distortions/cluster: 2.05708e-05 3.61171e-05 3.43566e-05 3.70606e-05 3.88687e-05 3.78274e-05 3.2622e-05 0.00391362 6.60089e-05 4.81569e-35 4.67043e-05 0.00872182 0 8.366e-05 Variance: 2.21287e-06 Variances/cluster: 3.50399e-08 5.86267e-08 5.47899e-08 4.47013e-08 7.65071e-08 3.00181e-07 3.85114e-08 0.00391989 7.42266e-08 2.67973e-31 2.74699e-06 0.156503 0 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #566 of 1000; initialization seed = 493580791 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 502769 Distortion: 0.0453231 Distortions/cluster: 1.08283e-34 1.27749e-35 3.2491e-05 3.93613e-05 2.64093e-05 3.97965e-05 2.27818e-05 3.34853e-05 0.0446389 3.79002e-05 0.000307974 8.55035e-05 3.69625e-05 2.15338e-05 Variance: 7.67408e-06 Variances/cluster: 0 0 8.00016e-08 7.65724e-08 6.12544e-08 4.37767e-08 4.96176e-08 7.32488e-08 0.0422886 6.03455e-08 1.71076e-05 1.01781e-07 5.75683e-08 3.58856e-08 -------------------------------------------------------------- Initialization seed trial #567 of 1000; initialization seed = 493580792 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 557367 Distortion: 0.0133016 Distortions/cluster: 3.23549e-05 3.73643e-05 3.45782e-05 4.07957e-05 0 4.13892e-05 3.67128e-05 3.59186e-05 2.07564e-05 0.000300791 0.00391362 3.87587e-05 0.00872182 4.67839e-05 Variance: 2.25223e-06 Variances/cluster: 3.83773e-08 4.48512e-08 5.4968e-08 6.98334e-08 0 3.39217e-07 5.98708e-08 5.85899e-08 3.51763e-08 1.87971e-05 0.00391989 7.6441e-08 0.156503 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #568 of 1000; initialization seed = 493580793 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 557348 Distortion: 0.0133085 Distortions/cluster: 3.27258e-05 3.21226e-05 3.91365e-05 3.88808e-05 4.67043e-05 3.78617e-05 2.06719e-05 4.67839e-05 0.000300632 0.00872182 0 0.00391362 4.07957e-05 3.67128e-05 Variance: 2.25338e-06 Variances/cluster: 3.85884e-08 5.13912e-08 7.6582e-08 4.68968e-08 2.74699e-06 6.12597e-08 3.51523e-08 8.44208e-08 2.56921e-06 0.156503 0 0.00391989 6.98334e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #569 of 1000; initialization seed = 493580794 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 498639 Distortion: 0.0492126 Distortions/cluster: 2.14027e-05 4.69432e-05 0.00391362 1.94293e-05 0.0446389 4.08979e-05 1.72719e-05 4.67839e-05 4.03932e-05 4.07957e-05 3.67128e-05 0.000300791 2.98387e-05 1.88399e-05 Variance: 8.33265e-06 Variances/cluster: 3.61491e-08 7.9965e-08 0.00391989 3.98919e-08 0.0422886 3.37961e-07 3.91618e-08 8.44208e-08 6.09196e-08 6.98334e-08 5.98708e-08 1.87971e-05 4.24411e-08 3.47569e-08 -------------------------------------------------------------- Initialization seed trial #570 of 1000; initialization seed = 493580795 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 557095 Distortion: 0.0133177 Distortions/cluster: 4.67839e-05 0.00391362 0.00872182 2.61719e-05 2.86463e-05 2.29193e-05 7.8852e-05 0 4.17764e-05 0.000307974 3.73047e-05 4.07957e-05 2.96461e-05 2.14045e-05 Variance: 2.25495e-06 Variances/cluster: 8.44208e-08 0.00391989 0.156503 5.31902e-08 7.5181e-08 3.68435e-08 1.11995e-07 0 4.46767e-08 1.71076e-05 6.0737e-08 6.98334e-08 6.24078e-08 4.07665e-08 -------------------------------------------------------------- Initialization seed trial #571 of 1000; initialization seed = 493580796 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 78 BIC score: 558813 Distortion: 0.0130715 Distortions/cluster: 4.81569e-35 0 1.94952e-05 5.11104e-05 4.31422e-05 4.64237e-05 3.48071e-05 4.67043e-05 2.36116e-05 4.31034e-05 9.41233e-05 0.00391362 0.00872182 3.35214e-05 Variance: 2.21325e-06 Variances/cluster: 2.67973e-31 0 6.41085e-08 5.27943e-08 6.53614e-08 4.50675e-08 6.09382e-08 2.74699e-06 6.96288e-08 7.72401e-08 1.0241e-07 0.00391989 0.156503 6.22874e-08 -------------------------------------------------------------- Initialization seed trial #572 of 1000; initialization seed = 493580797 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 557199 Distortion: 0.0133164 Distortions/cluster: 4.72422e-05 4.26139e-05 1.94952e-05 2.46832e-05 3.48071e-05 0 0.00872182 0.00391362 4.19863e-05 7.98017e-05 0.000307974 2.36116e-05 3.35214e-05 2.51849e-05 Variance: 2.25472e-06 Variances/cluster: 8.00651e-08 4.51858e-08 6.41085e-08 4.5038e-08 6.09382e-08 0 0.156503 0.00391989 6.27544e-08 1.09158e-07 1.71076e-05 6.96288e-08 6.22874e-08 3.85636e-08 -------------------------------------------------------------- Initialization seed trial #573 of 1000; initialization seed = 493580798 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 503100 Distortion: 0.0453209 Distortions/cluster: 0.000300791 3.31476e-05 8.366e-05 2.247e-05 2.92125e-05 1.08283e-34 4.04593e-05 1.87848e-05 0.0446389 1.27749e-35 3.14248e-05 2.56343e-05 2.90326e-05 6.73163e-05 Variance: 7.6737e-06 Variances/cluster: 1.87971e-05 3.88566e-08 9.74749e-08 3.6414e-08 6.18859e-08 0 3.37121e-07 3.91312e-08 0.0422886 0 4.34007e-08 5.24172e-08 7.5797e-08 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #574 of 1000; initialization seed = 493580799 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 4.67043e-05 2.86012e-05 8.366e-05 7.95166e-05 2.16866e-05 4.20705e-05 6.81933e-05 0.00872182 1.27749e-35 2.70941e-05 2.29791e-05 0 1.08283e-34 0.000297454 Variance: 1.59834e-06 Variances/cluster: 2.74699e-06 7.50627e-08 9.74749e-08 1.12619e-07 4.09915e-08 4.48473e-08 7.6254e-08 0.156503 0 5.29135e-08 3.68804e-08 0 0 6.6539e-07 -------------------------------------------------------------- Initialization seed trial #575 of 1000; initialization seed = 493580800 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 574151 Distortion: 0.00943281 Distortions/cluster: 1.27749e-35 2.94601e-05 1.27517e-05 1.19718e-05 4.30816e-05 0.000104435 2.6026e-05 1.08283e-34 0.000307974 2.4081e-05 0.000101576 4.96348e-05 0 0.00872182 Variance: 1.59716e-06 Variances/cluster: 0 5.92563e-08 5.22441e-08 5.56649e-08 6.41994e-08 9.92642e-08 5.70561e-08 0 1.71076e-05 7.10133e-08 5.65829e-08 8.03088e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #576 of 1000; initialization seed = 493580801 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 513233 Distortion: 0.0363294 Distortions/cluster: 2.2483e-05 7.88843e-05 2.97647e-05 1.08283e-34 2.57254e-05 0.0356196 0.000307974 4.0572e-05 3.00268e-05 6.81933e-05 8.366e-05 1.27749e-35 2.37044e-35 2.25481e-05 Variance: 6.15127e-06 Variances/cluster: 4.12493e-08 1.15486e-07 6.11135e-08 0 5.38139e-08 0.035575 1.71076e-05 4.3716e-08 7.58193e-08 7.6254e-08 9.74749e-08 0 0 3.64814e-08 -------------------------------------------------------------- Initialization seed trial #577 of 1000; initialization seed = 493580802 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 573332 Distortion: 0.00942822 Distortions/cluster: 4.69173e-05 3.37267e-05 4.27239e-05 4.67043e-05 1.08283e-34 2.36116e-05 0.0003133 3.44908e-05 0.00872182 1.27749e-35 0 1.96059e-05 5.15926e-05 9.37256e-05 Variance: 1.59638e-06 Variances/cluster: 4.4979e-08 6.22065e-08 7.72522e-08 2.74699e-06 0 6.96288e-08 4.79744e-07 6.09179e-08 0.156503 0 0 6.42612e-08 5.32924e-08 1.01977e-07 -------------------------------------------------------------- Initialization seed trial #578 of 1000; initialization seed = 493580803 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 508008 Distortion: 0.0402154 Distortions/cluster: 2.34655e-05 3.99696e-05 0.0356196 2.97647e-05 4.07238e-05 2.57254e-05 2.25053e-05 2.37044e-35 7.66228e-05 3.00268e-05 0.000307974 4.90368e-05 3.64426e-05 0.00391362 Variance: 6.80925e-06 Variances/cluster: 4.1528e-08 6.86544e-08 0.035575 6.11135e-08 4.36913e-08 5.38139e-08 3.64712e-08 0 1.16437e-07 7.58193e-08 1.71076e-05 8.51064e-08 6.12281e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #579 of 1000; initialization seed = 493580804 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 605393 Distortion: 0.00462496 Distortions/cluster: 4.90368e-05 0 9.64317e-35 3.99696e-05 4.31034e-05 4.66706e-05 0.00391362 0.000304149 2.37044e-35 9.83346e-05 4.31422e-05 3.58899e-05 0 5.10422e-05 Variance: 7.83095e-07 Variances/cluster: 8.51064e-08 0 6.86694e-32 6.86544e-08 7.72401e-08 4.51319e-08 0.00391989 1.78889e-05 0 1.07109e-07 6.53614e-08 6.04009e-08 0 5.27784e-08 -------------------------------------------------------------- Initialization seed trial #580 of 1000; initialization seed = 493580805 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 86 BIC score: 687957 Distortion: 0.000720388 Distortions/cluster: 4.07957e-05 2.37044e-35 9.4196e-05 1.08283e-34 0 4.67043e-05 3.73047e-05 4.67839e-05 1.27749e-35 0.000313359 4.27239e-05 4.66957e-05 9.64317e-35 5.18241e-05 Variance: 1.21976e-07 Variances/cluster: 6.98334e-08 0 1.02489e-07 0 0 2.74699e-06 6.0737e-08 8.44208e-08 0 4.79102e-07 7.72522e-08 4.51126e-08 6.86694e-32 5.30928e-08 -------------------------------------------------------------- Initialization seed trial #581 of 1000; initialization seed = 493580806 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 502950 Distortion: 0.045312 Distortions/cluster: 0.0446389 3.84375e-05 0.000300632 1.27749e-35 1.08283e-34 2.11853e-05 4.07957e-05 3.67128e-05 3.15928e-05 4.67043e-05 3.29741e-05 3.91365e-05 4.67839e-05 3.80878e-05 Variance: 7.67219e-06 Variances/cluster: 0.0422886 4.66434e-08 2.56921e-06 0 0 3.56614e-08 6.98334e-08 5.98708e-08 5.12821e-08 2.74699e-06 3.86533e-08 7.6582e-08 8.44208e-08 6.13278e-08 -------------------------------------------------------------- Initialization seed trial #582 of 1000; initialization seed = 493580807 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 63 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 2.86012e-05 0 2.7094e-05 0.000297453 4.67043e-05 7.95166e-05 1.27749e-35 1.08283e-34 2.16866e-05 0.00872182 2.29311e-05 8.37767e-05 6.80765e-05 4.21186e-05 Variance: 1.59834e-06 Variances/cluster: 7.50627e-08 0 5.30168e-08 6.63905e-07 2.74699e-06 1.12619e-07 0 0 4.09915e-08 0.156503 3.68625e-08 9.74973e-08 7.62086e-08 4.48508e-08 -------------------------------------------------------------- Initialization seed trial #583 of 1000; initialization seed = 493580808 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 573038 Distortion: 0.00941673 Distortions/cluster: 0.00872182 4.07957e-05 1.27749e-35 3.79002e-05 0.000307974 4.67839e-05 1.08283e-34 3.73047e-05 2.18112e-05 3.69625e-05 8.63333e-05 3.96857e-05 0 3.93613e-05 Variance: 1.59443e-06 Variances/cluster: 0.156503 6.98334e-08 0 6.03455e-08 1.71076e-05 8.44208e-08 0 6.0737e-08 3.59879e-08 5.75683e-08 1.02891e-07 4.37993e-08 0 7.65724e-08 -------------------------------------------------------------- Initialization seed trial #584 of 1000; initialization seed = 493580809 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 64 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 2.29193e-05 8.01568e-05 0.00391362 4.81569e-35 6.80765e-05 4.10797e-05 8.37767e-05 4.67043e-05 0 2.61719e-05 2.86463e-05 0.00872182 2.96461e-05 2.14045e-05 Variance: 2.21538e-06 Variances/cluster: 3.68435e-08 1.13526e-07 0.00391989 2.67973e-31 7.62086e-08 4.39787e-08 9.74973e-08 2.74699e-06 0 5.31902e-08 7.5181e-08 0.156503 6.24078e-08 4.07665e-08 -------------------------------------------------------------- Initialization seed trial #585 of 1000; initialization seed = 493580810 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 20 BIC score: 508449 Distortion: 0.0402454 Distortions/cluster: 4.67043e-05 0.00027275 2.81439e-05 2.31954e-05 2.16687e-05 8.0171e-05 6.80765e-05 4.2361e-05 0.00391362 2.15261e-05 2.37044e-35 8.37767e-05 2.38326e-05 0.0356196 Variance: 6.81432e-06 Variances/cluster: 2.74699e-06 1.86799e-06 5.24049e-08 3.69901e-08 7.08073e-08 1.11493e-07 7.62086e-08 4.5013e-08 0.00391989 4.12337e-08 0 9.74973e-08 7.0714e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #586 of 1000; initialization seed = 493580811 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 573004 Distortion: 0.00942563 Distortions/cluster: 4.67043e-05 3.85809e-05 8.68076e-05 4.67839e-05 2.14523e-05 0.00872182 1.08283e-34 0.000307416 3.73047e-05 3.84383e-05 4.07957e-05 1.27749e-35 3.9527e-05 0 Variance: 1.59594e-06 Variances/cluster: 2.74699e-06 7.63917e-08 1.02358e-07 8.44208e-08 3.56902e-08 0.156503 0 4.94992e-07 6.0737e-08 5.85001e-08 6.98334e-08 0 4.37207e-08 0 -------------------------------------------------------------- Initialization seed trial #587 of 1000; initialization seed = 493580812 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 677446 Distortion: 0.000924358 Distortions/cluster: 4.32888e-05 2.34427e-05 0.000319065 2.38406e-05 2.11957e-05 1.44798e-05 0.000113649 2.02889e-05 0 0.000345108 9.64317e-35 1.08283e-34 1.27749e-35 2.37044e-35 Variance: 1.56512e-07 Variances/cluster: 6.42212e-08 5.97836e-08 5.20456e-07 6.14247e-08 7.11044e-08 5.81331e-08 5.73927e-08 4.78358e-08 0 3.886e-07 6.86694e-32 0 0 0 -------------------------------------------------------------- Initialization seed trial #588 of 1000; initialization seed = 493580813 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 558986 Distortion: 0.0130715 Distortions/cluster: 3.69874e-05 3.78274e-05 6.6306e-05 8.33627e-05 4.81569e-35 0.00391362 3.00268e-05 4.89793e-05 3.00347e-05 4.67043e-05 0.00872182 0 3.0528e-05 2.52851e-05 Variance: 2.21325e-06 Variances/cluster: 4.07764e-08 3.00181e-07 7.43933e-08 9.73555e-08 2.67973e-31 0.00391989 7.58193e-08 4.92706e-08 4.14796e-08 2.74699e-06 0.156503 0 6.08078e-08 5.14925e-08 -------------------------------------------------------------- Initialization seed trial #589 of 1000; initialization seed = 493580814 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 99 BIC score: 503096 Distortion: 0.0453209 Distortions/cluster: 4.17482e-05 6.73163e-05 3.13821e-05 2.23668e-05 2.39374e-05 2.95988e-05 8.366e-05 1.92403e-05 0.000300791 1.27749e-35 0.0446389 3.32602e-05 1.08283e-34 2.86463e-05 Variance: 7.6737e-06 Variances/cluster: 3.39376e-07 7.54422e-08 4.34016e-08 3.63646e-08 4.9453e-08 6.24396e-08 9.74749e-08 3.98312e-08 1.87971e-05 0 0.0422886 3.88975e-08 0 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #590 of 1000; initialization seed = 493580815 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 91 BIC score: 503239 Distortion: 0.0453133 Distortions/cluster: 2.43786e-05 3.25482e-05 1.27749e-35 4.67043e-05 4.27885e-05 4.70304e-05 1.96949e-05 4.86085e-05 3.36824e-05 0.000300842 3.70017e-05 1.08283e-34 4.10744e-05 0.0446389 Variance: 7.67241e-06 Variances/cluster: 7.18907e-08 6.08182e-08 0 2.74699e-06 4.88399e-08 7.99773e-08 6.41321e-08 5.02629e-08 5.91764e-08 2.54922e-06 4.02157e-08 0 6.14832e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #591 of 1000; initialization seed = 493580816 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 557383 Distortion: 0.0133465 Distortions/cluster: 2.19517e-05 2.48194e-05 0.000293592 7.95014e-05 2.28553e-05 1.70405e-05 0.00391362 8.37767e-05 6.80765e-05 4.67043e-05 0.00872182 0 1.18897e-05 4.08575e-05 Variance: 2.25982e-06 Variances/cluster: 4.09507e-08 5.34854e-08 6.84308e-07 1.1471e-07 3.67998e-08 6.38172e-08 0.00391989 9.74973e-08 7.62086e-08 2.74699e-06 0.156503 0 6.12821e-08 4.38818e-08 -------------------------------------------------------------- Initialization seed trial #592 of 1000; initialization seed = 493580817 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 557592 Distortion: 0.0133284 Distortions/cluster: 0 3.40815e-05 4.67043e-05 3.06669e-05 8.33627e-05 2.30355e-05 0.00391362 6.6306e-05 2.03991e-05 0.00027815 0.00872182 3.78274e-05 4.03878e-05 3.20508e-05 Variance: 2.25676e-06 Variances/cluster: 0 3.93972e-08 2.74699e-06 5.22388e-08 9.73555e-08 3.69116e-08 0.00391989 7.43933e-08 4.11232e-08 1.7715e-06 0.156503 3.00181e-07 7.34266e-08 4.36027e-08 -------------------------------------------------------------- Initialization seed trial #593 of 1000; initialization seed = 493580818 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 557364 Distortion: 0.0133203 Distortions/cluster: 3.35214e-05 0.000304149 3.00803e-05 0 0.000101162 3.48071e-05 4.26207e-05 0.00872182 3.70686e-05 3.08605e-05 0.00391362 2.36116e-05 1.94952e-05 2.74568e-05 Variance: 2.25538e-06 Variances/cluster: 6.22874e-08 1.78889e-05 7.57631e-08 0 1.03854e-07 6.09382e-08 4.43003e-08 0.156503 4.59286e-08 6.08638e-08 0.00391989 6.96288e-08 6.41085e-08 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #594 of 1000; initialization seed = 493580819 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 573156 Distortion: 0.00942884 Distortions/cluster: 3.80351e-05 9.76081e-05 1.08283e-34 1.27749e-35 4.67043e-05 0 2.85345e-05 4.07957e-05 4.29557e-05 2.87715e-05 4.67839e-05 0.00872182 3.73047e-05 0.000299528 Variance: 1.59649e-06 Variances/cluster: 4.64357e-08 1.00308e-07 0 0 2.74699e-06 0 5.57265e-08 6.98334e-08 4.4556e-08 7.51155e-08 8.44208e-08 0.156503 6.0737e-08 6.17534e-07 -------------------------------------------------------------- Initialization seed trial #595 of 1000; initialization seed = 493580820 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 502946 Distortion: 0.0453353 Distortions/cluster: 3.41628e-05 1.27749e-35 4.67043e-05 3.33079e-05 4.30249e-05 0.000297696 1.08283e-34 2.87034e-05 2.1474e-05 2.7932e-05 2.62273e-05 0.0446389 9.52478e-05 4.18954e-05 Variance: 7.67614e-06 Variances/cluster: 7.4731e-08 0 2.74699e-06 8.00416e-08 4.44433e-08 6.57112e-07 0 7.51338e-08 4.74936e-08 5.45499e-08 6.12585e-08 0.0422886 9.99363e-08 4.83726e-08 -------------------------------------------------------------- Initialization seed trial #596 of 1000; initialization seed = 493580821 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 53 BIC score: 687672 Distortion: 0.000726353 Distortions/cluster: 9.82411e-05 3.7004e-05 4.28824e-05 0 6.80765e-05 2.74568e-05 3.00803e-05 9.64317e-35 3.08605e-05 8.37767e-05 2.37044e-35 1.08283e-34 1.27749e-35 0.000307974 Variance: 1.22986e-07 Variances/cluster: 1.00751e-07 4.59054e-08 4.45261e-08 0 7.62086e-08 5.62588e-08 7.57631e-08 6.86694e-32 6.08638e-08 9.74973e-08 0 0 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #597 of 1000; initialization seed = 493580822 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 499272 Distortion: 0.0489736 Distortions/cluster: 3.99696e-05 4.67043e-05 3.58899e-05 7.8852e-05 2.31538e-05 2.96461e-05 0.0446389 2.14045e-05 2.86463e-05 0.00391362 2.61719e-05 4.81569e-35 4.15428e-05 4.90368e-05 Variance: 8.29217e-06 Variances/cluster: 6.86544e-08 2.74699e-06 6.04009e-08 1.11995e-07 3.69827e-08 6.24078e-08 0.0422886 4.07665e-08 7.5181e-08 0.00391989 5.31902e-08 2.67973e-31 4.46178e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #598 of 1000; initialization seed = 493580823 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 97 BIC score: 574984 Distortion: 0.00917187 Distortions/cluster: 1.27749e-35 0 3.58899e-05 0.00872182 4.31422e-05 1.08283e-34 5.11104e-05 4.90368e-05 4.31034e-05 4.67043e-05 4.81569e-35 4.64237e-05 3.99696e-05 9.46698e-05 Variance: 1.55297e-06 Variances/cluster: 0 0 6.04009e-08 0.156503 6.53614e-08 0 5.27943e-08 8.51064e-08 7.72401e-08 2.74699e-06 2.67973e-31 4.50675e-08 6.86544e-08 1.02893e-07 -------------------------------------------------------------- Initialization seed trial #599 of 1000; initialization seed = 493580824 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 573172 Distortion: 0.00942891 Distortions/cluster: 4.67043e-05 4.30249e-05 1.27749e-35 3.58899e-05 1.08283e-34 0 2.7932e-05 2.87034e-05 3.99696e-05 9.63043e-05 0.000297696 0.00872182 4.90368e-05 4.18262e-05 Variance: 1.5965e-06 Variances/cluster: 2.74699e-06 4.44433e-08 0 6.04009e-08 0 0 5.45499e-08 7.51338e-08 6.86544e-08 1.00728e-07 6.57112e-07 0.156503 8.51064e-08 4.83485e-08 -------------------------------------------------------------- Initialization seed trial #600 of 1000; initialization seed = 493580825 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 557198 Distortion: 0.0133164 Distortions/cluster: 1.87066e-05 2.5457e-05 0 0.000307974 4.72422e-05 3.44908e-05 3.27799e-05 0.00872182 2.51849e-05 0.00391362 7.98017e-05 4.26139e-05 2.46832e-05 4.19863e-05 Variance: 2.25472e-06 Variances/cluster: 6.31778e-08 7.25045e-08 0 1.71076e-05 8.00651e-08 6.09179e-08 6.07967e-08 0.156503 3.85636e-08 0.00391989 1.09158e-07 4.51858e-08 4.5038e-08 6.27544e-08 -------------------------------------------------------------- Initialization seed trial #601 of 1000; initialization seed = 493580826 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 508014 Distortion: 0.0402154 Distortions/cluster: 3.73047e-05 0.000307974 0.0356196 2.1872e-05 7.89562e-05 4.67839e-05 2.25481e-05 2.95866e-05 0.00391362 4.05059e-05 2.59024e-05 4.07957e-05 2.37044e-35 3.00268e-05 Variance: 6.80925e-06 Variances/cluster: 6.0737e-08 1.71076e-05 0.035575 4.08784e-08 1.14088e-07 8.44208e-08 3.64814e-08 6.09983e-08 0.00391989 4.36447e-08 5.39584e-08 6.98334e-08 0 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #602 of 1000; initialization seed = 493580827 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 68 BIC score: 558989 Distortion: 0.0130715 Distortions/cluster: 2.51325e-05 8.33627e-05 3.78274e-05 4.67043e-05 0.00872182 3.71041e-05 3.01919e-05 4.90529e-05 3.03365e-05 0 3.00268e-05 4.81569e-35 0.00391362 6.6306e-05 Variance: 2.21326e-06 Variances/cluster: 5.12861e-08 9.73555e-08 3.00181e-07 2.74699e-06 0.156503 4.0815e-08 4.15819e-08 4.92951e-08 6.09117e-08 0 7.58193e-08 2.67973e-31 0.00391989 7.43933e-08 -------------------------------------------------------------- Initialization seed trial #603 of 1000; initialization seed = 493580828 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 557072 Distortion: 0.0133258 Distortions/cluster: 2.58452e-05 0.000297453 0.00391362 2.16866e-05 2.7154e-05 4.67043e-05 0.00872182 2.86012e-05 4.90368e-05 3.99696e-05 3.58899e-05 7.89067e-05 0 3.91468e-05 Variance: 2.25632e-06 Variances/cluster: 4.12815e-08 6.63905e-07 0.00391989 4.09915e-08 5.30305e-08 2.74699e-06 0.156503 7.50627e-08 8.51064e-08 6.86544e-08 6.04009e-08 1.11914e-07 0 4.19094e-08 -------------------------------------------------------------- Initialization seed trial #604 of 1000; initialization seed = 493580829 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 74 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 4.20705e-05 8.37767e-05 7.95166e-05 0.000297453 1.27749e-35 0.00872182 4.67043e-05 2.29791e-05 0 2.7094e-05 1.08283e-34 2.86012e-05 2.16866e-05 6.80765e-05 Variance: 1.59834e-06 Variances/cluster: 4.48473e-08 9.74973e-08 1.12619e-07 6.63905e-07 0 0.156503 2.74699e-06 3.68804e-08 0 5.30168e-08 0 7.50627e-08 4.09915e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #605 of 1000; initialization seed = 493580830 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 499627 Distortion: 0.0489746 Distortions/cluster: 2.30806e-05 4.81569e-35 3.78274e-05 4.67043e-05 2.23664e-05 0.00391362 8.366e-05 0.0446389 3.00268e-05 1.91579e-05 3.26562e-05 6.60089e-05 3.07716e-05 2.97647e-05 Variance: 8.29234e-06 Variances/cluster: 4.91031e-08 2.67973e-31 3.00181e-07 2.74699e-06 3.63639e-08 0.00391989 9.74749e-08 0.0422886 7.58193e-08 3.94158e-08 3.85518e-08 7.42266e-08 4.32147e-08 6.11135e-08 -------------------------------------------------------------- Initialization seed trial #606 of 1000; initialization seed = 493580831 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 18 BIC score: 574093 Distortion: 0.00943174 Distortions/cluster: 2.02889e-05 1.27749e-35 1.44798e-05 4.96348e-05 4.31509e-05 2.48952e-05 0.000101095 0.000307974 1.08283e-34 0.00010376 0 2.34427e-05 2.11957e-05 0.00872182 Variance: 1.59698e-06 Variances/cluster: 4.78358e-08 0 5.81331e-08 8.03088e-08 6.42071e-08 6.38127e-08 5.65038e-08 1.71076e-05 0 9.83424e-08 0 5.97836e-08 7.11044e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #607 of 1000; initialization seed = 493580832 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 503014 Distortion: 0.045332 Distortions/cluster: 9.48599e-05 2.78453e-05 2.87034e-05 3.48071e-05 1.94952e-05 0.0446389 4.67043e-05 4.36199e-05 1.27749e-35 3.35214e-05 1.08283e-34 0.000297696 2.36116e-05 4.22095e-05 Variance: 7.67558e-06 Variances/cluster: 1.00799e-07 5.4487e-08 7.51338e-08 6.09382e-08 6.41085e-08 0.0422886 2.74699e-06 4.44155e-08 0 6.22874e-08 0 6.57112e-07 6.96288e-08 4.87353e-08 -------------------------------------------------------------- Initialization seed trial #608 of 1000; initialization seed = 493580833 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 498706 Distortion: 0.0492278 Distortions/cluster: 2.51639e-05 3.58899e-05 1.9419e-05 2.43621e-05 4.90368e-05 3.99696e-05 3.78362e-05 0.0446389 2.26375e-05 0.00391362 7.87224e-05 2.17464e-05 1.25053e-05 0.000307974 Variance: 8.33522e-06 Variances/cluster: 4.07136e-08 6.04009e-08 7.41129e-08 5.43748e-08 8.51064e-08 6.86544e-08 4.08563e-08 0.0422886 5.00789e-08 0.00391989 1.1408e-07 4.07962e-08 6.12955e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #609 of 1000; initialization seed = 493580834 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 557138 Distortion: 0.0133196 Distortions/cluster: 3.67754e-05 0.00872182 3.33079e-05 0 3.41628e-05 3.79002e-05 2.1474e-05 3.73681e-05 2.62273e-05 2.45493e-05 0.00391362 3.93613e-05 8.51041e-05 0.000307974 Variance: 2.25527e-06 Variances/cluster: 5.7456e-08 0.156503 8.00416e-08 0 7.4731e-08 6.03455e-08 4.74936e-08 4.10151e-08 6.12585e-08 4.05727e-08 0.00391989 7.65724e-08 1.01912e-07 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #610 of 1000; initialization seed = 493580835 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 558325 Distortion: 0.0133147 Distortions/cluster: 4.15046e-05 4.96348e-05 1.45841e-05 0 2.11662e-05 0.000300791 2.22583e-05 8.53968e-05 5.79297e-05 2.1165e-05 4.17846e-05 0.00872182 0.00391362 2.30601e-05 Variance: 2.25444e-06 Variances/cluster: 3.37398e-07 8.03088e-08 5.83178e-08 0 5.06206e-08 1.87971e-05 5.66184e-08 5.29048e-08 5.21373e-08 7.10012e-08 6.20817e-08 0.156503 0.00391989 5.91096e-08 -------------------------------------------------------------- Initialization seed trial #611 of 1000; initialization seed = 493580836 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 503515 Distortion: 0.0450726 Distortions/cluster: 3.93613e-05 1.27749e-35 3.79002e-05 4.81569e-35 3.69625e-05 4.67839e-05 8.62562e-05 3.98296e-05 4.07957e-05 4.67043e-05 3.73047e-05 1.08283e-34 2.17441e-05 0.0446389 Variance: 7.63166e-06 Variances/cluster: 7.65724e-08 0 6.03455e-08 2.67973e-31 5.75683e-08 8.44208e-08 1.02922e-07 4.38614e-08 6.98334e-08 2.74699e-06 6.0737e-08 0 3.59365e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #612 of 1000; initialization seed = 493580837 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 15 BIC score: 573025 Distortion: 0.00941673 Distortions/cluster: 0 2.5013e-05 4.75489e-05 4.72422e-05 8.04872e-05 2.5006e-05 0.00872182 3.68885e-05 1.08283e-34 4.04474e-05 1.27749e-35 4.23204e-05 4.19863e-05 0.000307974 Variance: 1.59444e-06 Variances/cluster: 0 3.8418e-08 8.47307e-08 8.00651e-08 1.08463e-07 4.59625e-08 0.156503 6.06519e-08 0 6.93558e-08 0 4.50657e-08 6.27544e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #613 of 1000; initialization seed = 493580838 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 572995 Distortion: 0.0094253 Distortions/cluster: 1.08283e-34 3.42551e-05 4.67043e-05 0.00872182 3.99142e-05 4.6908e-05 0 4.02716e-05 4.06713e-05 1.27749e-35 2.16548e-05 0.000310779 8.50146e-05 3.73047e-05 Variance: 1.59589e-06 Variances/cluster: 0 5.42818e-08 2.74699e-06 0.156503 6.27528e-08 8.44922e-08 0 4.4057e-08 6.97398e-08 0 3.59077e-08 5.84124e-07 1.03667e-07 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #614 of 1000; initialization seed = 493580839 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 502701 Distortion: 0.0453293 Distortions/cluster: 2.29829e-05 0.000298073 0.0446389 2.87715e-05 4.67043e-05 3.99696e-05 3.85916e-05 4.90368e-05 1.08283e-34 2.71031e-05 3.58899e-05 2.52487e-05 1.27749e-35 7.80233e-05 Variance: 7.67513e-06 Variances/cluster: 3.68864e-08 6.49343e-07 0.0422886 7.51155e-08 2.74699e-06 6.86544e-08 4.11827e-08 8.51064e-08 0 5.3243e-08 6.04009e-08 4.22886e-08 0 1.24428e-07 -------------------------------------------------------------- Initialization seed trial #615 of 1000; initialization seed = 493580840 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 513289 Distortion: 0.0363266 Distortions/cluster: 4.20129e-05 3.73047e-05 1.27749e-35 2.87034e-05 1.08283e-34 9.61171e-05 2.37044e-35 4.67839e-05 2.7932e-05 0.000297696 4.30249e-05 4.67043e-05 4.07957e-05 0.0356196 Variance: 6.1508e-06 Variances/cluster: 4.83965e-08 6.0737e-08 0 7.51338e-08 0 1.00848e-07 0 8.44208e-08 5.45499e-08 6.57112e-07 4.44433e-08 2.74699e-06 6.98334e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #616 of 1000; initialization seed = 493580841 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 513289 Distortion: 0.0363266 Distortions/cluster: 2.78453e-05 0.000297696 3.99696e-05 3.58899e-05 4.90368e-05 2.87034e-05 1.08283e-34 4.36199e-05 2.37044e-35 0.0356196 4.67043e-05 9.54072e-05 1.27749e-35 4.22095e-05 Variance: 6.1508e-06 Variances/cluster: 5.4487e-08 6.57112e-07 6.86544e-08 6.04009e-08 8.51064e-08 7.51338e-08 0 4.44155e-08 0 0.035575 2.74699e-06 1.01272e-07 0 4.87353e-08 -------------------------------------------------------------- Initialization seed trial #617 of 1000; initialization seed = 493580842 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 70 BIC score: 573174 Distortion: 0.00942889 Distortions/cluster: 4.36199e-05 4.67043e-05 4.22095e-05 0.00872182 3.73047e-05 0 1.08283e-34 0.000297696 4.07957e-05 2.87034e-05 1.27749e-35 9.54072e-05 4.67839e-05 2.78453e-05 Variance: 1.59649e-06 Variances/cluster: 4.44155e-08 2.74699e-06 4.87353e-08 0.156503 6.0737e-08 0 0 6.57112e-07 6.98334e-08 7.51338e-08 0 1.01272e-07 8.44208e-08 5.4487e-08 -------------------------------------------------------------- Initialization seed trial #618 of 1000; initialization seed = 493580843 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 81 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 6.81933e-05 1.27749e-35 2.96461e-05 8.01568e-05 2.29193e-05 4.10797e-05 2.86463e-05 1.08283e-34 2.61719e-05 4.81569e-35 2.14045e-05 0.0446389 8.366e-05 4.67043e-05 Variance: 7.63419e-06 Variances/cluster: 7.6254e-08 0 6.24078e-08 1.13526e-07 3.68435e-08 4.39787e-08 7.5181e-08 0 5.31902e-08 2.67973e-31 4.07665e-08 0.0422886 9.74749e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #619 of 1000; initialization seed = 493580844 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 513220 Distortion: 0.036338 Distortions/cluster: 4.67043e-05 0.000300177 7.64503e-05 1.27749e-35 2.95736e-05 0.0356196 2.46662e-05 2.37044e-35 1.08283e-34 4.08802e-05 8.366e-05 2.24293e-05 6.81933e-05 2.57506e-05 Variance: 6.15273e-06 Variances/cluster: 2.74699e-06 7.52264e-07 1.20005e-07 0 6.0846e-08 0.035575 4.20169e-08 0 0 4.38121e-08 9.74749e-08 3.64069e-08 7.6254e-08 5.38668e-08 -------------------------------------------------------------- Initialization seed trial #620 of 1000; initialization seed = 493580845 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 503236 Distortion: 0.0453386 Distortions/cluster: 1.08283e-34 0.0446389 9.37257e-05 2.30833e-05 2.23711e-05 0.000312758 4.76214e-05 1.93123e-05 2.96057e-05 1.0777e-05 4.67043e-05 4.26651e-05 5.10769e-05 1.27749e-35 Variance: 7.67671e-06 Variances/cluster: 0 0.0422886 1.02089e-07 7.37255e-08 4.89362e-08 4.81125e-07 4.50492e-08 6.45688e-08 6.0772e-08 5.49674e-08 2.74699e-06 7.74259e-08 5.32549e-08 0 -------------------------------------------------------------- Initialization seed trial #621 of 1000; initialization seed = 493580846 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 573006 Distortion: 0.00942563 Distortions/cluster: 2.12715e-05 0 1.08283e-34 4.67043e-05 0.000307416 4.67839e-05 3.85809e-05 1.27749e-35 3.73047e-05 3.8196e-05 8.70412e-05 3.97173e-05 0.00872182 4.07957e-05 Variance: 1.59594e-06 Variances/cluster: 3.56266e-08 0 0 2.74699e-06 4.94992e-07 8.44208e-08 7.63917e-08 0 6.0737e-08 5.8398e-08 1.02272e-07 4.37377e-08 0.156503 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #622 of 1000; initialization seed = 493580847 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 513112 Distortion: 0.0363145 Distortions/cluster: 3.72489e-05 1.27749e-35 4.90368e-05 2.37044e-35 0.000307974 8.61812e-05 4.0051e-05 3.58899e-05 2.14667e-05 3.99696e-05 0.0356196 3.77449e-05 1.08283e-34 3.93613e-05 Variance: 6.14874e-06 Variances/cluster: 5.76553e-08 0 8.51064e-08 0 1.71076e-05 1.02955e-07 4.38636e-08 6.04009e-08 3.58333e-08 6.86544e-08 0.035575 6.02903e-08 0 7.65724e-08 -------------------------------------------------------------- Initialization seed trial #623 of 1000; initialization seed = 493580848 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 91 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 2.29791e-05 6.80765e-05 2.7094e-05 2.86012e-05 2.16866e-05 0.00872182 8.37767e-05 4.67043e-05 0.000297453 1.08283e-34 4.20705e-05 1.27749e-35 7.95166e-05 0 Variance: 1.59834e-06 Variances/cluster: 3.68804e-08 7.62086e-08 5.30168e-08 7.50627e-08 4.09915e-08 0.156503 9.74973e-08 2.74699e-06 6.63905e-07 0 4.48473e-08 0 1.12619e-07 0 -------------------------------------------------------------- Initialization seed trial #624 of 1000; initialization seed = 493580849 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 557078 Distortion: 0.0133176 Distortions/cluster: 2.59737e-05 0.00872182 2.98059e-05 3.00268e-05 3.73047e-05 8.03352e-05 4.07957e-05 0 2.27733e-05 3.83084e-05 2.58886e-05 0.00391362 0.000304149 4.67839e-05 Variance: 2.25492e-06 Variances/cluster: 5.39945e-08 0.156503 6.10728e-08 7.58193e-08 6.0737e-08 1.33435e-07 6.98334e-08 0 3.655e-08 4.10118e-08 4.23669e-08 0.00391989 1.78889e-05 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #625 of 1000; initialization seed = 493580850 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 503653 Distortion: 0.0450875 Distortions/cluster: 1.27749e-35 4.81569e-35 2.96461e-05 4.67043e-05 4.15428e-05 2.61719e-05 6.80765e-05 2.14045e-05 7.94619e-05 2.31538e-05 8.37767e-05 1.08283e-34 2.86463e-05 0.0446389 Variance: 7.63419e-06 Variances/cluster: 0 2.67973e-31 6.24078e-08 2.74699e-06 4.46178e-08 5.31902e-08 7.62086e-08 4.07665e-08 1.12702e-07 3.69827e-08 9.74973e-08 0 7.5181e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #626 of 1000; initialization seed = 493580851 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 503500 Distortion: 0.0450726 Distortions/cluster: 4.67043e-05 2.51849e-05 2.53619e-05 4.2552e-05 4.21075e-05 1.27749e-35 4.81569e-35 4.72422e-05 4.07957e-05 0.0446389 1.08283e-34 7.96161e-05 4.67839e-05 3.73047e-05 Variance: 7.63166e-06 Variances/cluster: 2.74699e-06 3.85636e-08 4.5858e-08 4.5168e-08 6.28416e-08 0 2.67973e-31 8.00651e-08 6.98334e-08 0.0422886 0 1.09503e-07 8.44208e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #627 of 1000; initialization seed = 493580852 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 17 BIC score: 557363 Distortion: 0.0133285 Distortions/cluster: 9.48599e-05 4.36893e-05 3.48071e-05 4.67043e-05 4.21401e-05 0.00872182 3.25482e-05 2.4864e-05 2.87715e-05 0.000297696 0 2.77771e-05 0.00391362 1.92126e-05 Variance: 2.25677e-06 Variances/cluster: 1.00799e-07 4.44409e-08 6.09382e-08 2.74699e-06 4.87115e-08 0.156503 6.08182e-08 7.22565e-08 7.51155e-08 6.57113e-07 0 5.44601e-08 0.00391989 6.35975e-08 -------------------------------------------------------------- Initialization seed trial #628 of 1000; initialization seed = 493580853 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 499389 Distortion: 0.0489722 Distortions/cluster: 4.67043e-05 3.28638e-05 3.79002e-05 3.69625e-05 2.43786e-05 8.59017e-05 0.0446389 3.93613e-05 3.44908e-05 1.96949e-05 2.14667e-05 4.81569e-35 3.99105e-05 0.00391362 Variance: 8.29194e-06 Variances/cluster: 2.74699e-06 6.08393e-08 6.03455e-08 5.75683e-08 7.18907e-08 1.02255e-07 0.0422886 7.65724e-08 6.09179e-08 6.41321e-08 3.58333e-08 2.67973e-31 4.38057e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #629 of 1000; initialization seed = 493580854 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 605255 Distortion: 0.00464861 Distortions/cluster: 4.2926e-05 9.82964e-05 0 2.75424e-05 0.00391362 4.67043e-05 3.6773e-05 8.37767e-05 3.05095e-05 9.64317e-35 2.37044e-35 6.80765e-05 0.000300387 0 Variance: 7.871e-07 Variances/cluster: 4.47107e-08 1.00704e-07 0 5.63187e-08 0.00391989 2.74699e-06 4.56189e-08 9.74973e-08 6.05299e-08 6.86694e-32 0 7.62086e-08 7.47171e-07 0 -------------------------------------------------------------- Initialization seed trial #630 of 1000; initialization seed = 493580855 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 557189 Distortion: 0.0133252 Distortions/cluster: 3.85809e-05 8.64093e-05 3.27799e-05 1.91514e-05 0.000307416 0 2.50109e-05 4.67043e-05 3.44908e-05 3.95651e-05 0.00391362 2.13371e-05 3.83627e-05 0.00872182 Variance: 2.25622e-06 Variances/cluster: 7.63917e-08 1.01769e-07 6.07967e-08 6.36054e-08 4.94992e-07 0 7.22633e-08 2.74699e-06 6.09179e-08 4.36663e-08 0.00391989 3.56767e-08 5.84741e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #631 of 1000; initialization seed = 493580856 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 503014 Distortion: 0.045332 Distortions/cluster: 2.51399e-05 1.27749e-35 1.08283e-34 9.48599e-05 2.8044e-05 0.000297551 3.44908e-05 0.0446389 4.22637e-05 2.86012e-05 4.67043e-05 1.89386e-05 4.362e-05 3.28638e-05 Variance: 7.67558e-06 Variances/cluster: 7.24266e-08 0 0 1.00799e-07 5.47686e-08 6.62644e-07 6.09179e-08 0.0422886 4.86295e-08 7.50627e-08 2.74699e-06 6.33195e-08 4.43704e-08 6.08393e-08 -------------------------------------------------------------- Initialization seed trial #632 of 1000; initialization seed = 493580857 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 63 BIC score: 604757 Distortion: 0.0046085 Distortions/cluster: 4.14869e-05 4.90368e-05 3.99696e-05 2.45285e-05 9.64317e-35 8.48007e-05 3.73976e-05 3.374e-05 2.37044e-35 3.58899e-05 0.00391362 0 4.00583e-05 0.000307974 Variance: 7.80309e-07 Variances/cluster: 7.71071e-08 8.51064e-08 6.86544e-08 4.04713e-08 6.86694e-32 1.03786e-07 4.10475e-08 5.37209e-08 0 6.04009e-08 0.00391989 0 6.30785e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #633 of 1000; initialization seed = 493580858 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 498491 Distortion: 0.0492266 Distortions/cluster: 1.86216e-05 2.03735e-05 3.80296e-05 4.02578e-05 3.42626e-05 1.97268e-05 8.20236e-05 3.26327e-05 2.53737e-05 0.0446389 0.00391362 0.000307974 3.40464e-05 2.07273e-05 Variance: 8.33501e-06 Variances/cluster: 6.31039e-08 3.51834e-08 6.02636e-08 7.68217e-08 6.009e-08 4.00103e-08 1.05149e-07 6.08624e-08 7.24737e-08 0.0422886 0.00391989 1.71076e-05 5.59e-08 4.00106e-08 -------------------------------------------------------------- Initialization seed trial #634 of 1000; initialization seed = 493580859 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 95 BIC score: 503672 Distortion: 0.0450764 Distortions/cluster: 4.29076e-05 3.73047e-05 0.0446389 4.67839e-05 1.08283e-34 4.07957e-05 2.74568e-05 1.27749e-35 4.67043e-05 3.70447e-05 4.81569e-35 3.00803e-05 3.08605e-05 9.75704e-05 Variance: 7.63231e-06 Variances/cluster: 4.45522e-08 6.0737e-08 0.0422886 8.44208e-08 0 6.98334e-08 5.62588e-08 0 2.74699e-06 4.5899e-08 2.67973e-31 7.57631e-08 6.08638e-08 1.00269e-07 -------------------------------------------------------------- Initialization seed trial #635 of 1000; initialization seed = 493580860 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 558570 Distortion: 0.013084 Distortions/cluster: 7.78643e-05 2.57254e-05 0 2.34655e-05 4.67043e-05 6.81933e-05 3.00268e-05 0.00391362 4.81569e-35 2.25053e-05 2.97647e-05 0.00872182 4.06466e-05 8.366e-05 Variance: 2.21537e-06 Variances/cluster: 1.17787e-07 5.38139e-08 0 4.1528e-08 2.74699e-06 7.6254e-08 7.58193e-08 0.00391989 2.67973e-31 3.64712e-08 6.11135e-08 0.156503 4.36552e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #636 of 1000; initialization seed = 493580861 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 687650 Distortion: 0.000726349 Distortions/cluster: 1.08283e-34 3.23038e-05 2.76019e-05 2.37044e-35 6.81933e-05 0.000307974 0 4.22896e-05 1.27749e-35 9.83958e-05 9.64317e-35 3.12682e-05 8.366e-05 3.46623e-05 Variance: 1.22985e-07 Variances/cluster: 0 7.52943e-08 5.81039e-08 0 7.6254e-08 1.71076e-05 0 4.44179e-08 0 1.00703e-07 6.86694e-32 5.98959e-08 9.74749e-08 4.43769e-08 -------------------------------------------------------------- Initialization seed trial #637 of 1000; initialization seed = 493580862 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 557076 Distortion: 0.0133258 Distortions/cluster: 2.16866e-05 0.00872182 2.7094e-05 4.67043e-05 3.73047e-05 2.29791e-05 7.89067e-05 4.20705e-05 4.67839e-05 0.00391362 2.86012e-05 4.07957e-05 0.000297453 0 Variance: 2.25632e-06 Variances/cluster: 4.09915e-08 0.156503 5.30168e-08 2.74699e-06 6.0737e-08 3.68804e-08 1.11914e-07 4.48473e-08 8.44208e-08 0.00391989 7.50627e-08 6.98334e-08 6.63905e-07 0 -------------------------------------------------------------- Initialization seed trial #638 of 1000; initialization seed = 493580863 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 513271 Distortion: 0.0363266 Distortions/cluster: 0.0356196 9.76081e-05 0.000299528 2.37044e-35 1.08283e-34 4.67043e-05 3.80351e-05 4.07957e-05 4.29557e-05 1.27749e-35 3.73047e-05 2.85345e-05 2.87715e-05 4.67839e-05 Variance: 6.15079e-06 Variances/cluster: 0.035575 1.00308e-07 6.17534e-07 0 0 2.74699e-06 4.64357e-08 6.98334e-08 4.4556e-08 0 6.0737e-08 5.57265e-08 7.51155e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #639 of 1000; initialization seed = 493580864 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 498380 Distortion: 0.0492358 Distortions/cluster: 2.10157e-05 2.20708e-05 2.86012e-05 2.65995e-05 1.92264e-05 0.00391362 7.593e-05 4.07957e-05 3.73047e-05 4.67839e-05 2.08278e-05 0.0446389 0.0002974 4.67043e-05 Variance: 8.33657e-06 Variances/cluster: 4.01791e-08 4.13274e-08 7.50627e-08 5.26676e-08 3.94757e-08 0.00391989 1.13487e-07 6.98334e-08 6.0737e-08 8.44208e-08 3.54173e-08 0.0422886 6.65271e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #640 of 1000; initialization seed = 493580865 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 573332 Distortion: 0.00942822 Distortions/cluster: 1.08283e-34 1.27749e-35 4.27239e-05 4.70936e-05 3.37267e-05 5.14198e-05 0 2.36116e-05 9.37256e-05 1.96059e-05 0.0003133 3.44908e-05 4.67043e-05 0.00872182 Variance: 1.59638e-06 Variances/cluster: 0 0 7.72522e-08 4.49755e-08 6.22065e-08 5.32239e-08 0 6.96288e-08 1.01977e-07 6.42612e-08 4.81219e-07 6.09179e-08 2.74699e-06 0.156503 -------------------------------------------------------------- Initialization seed trial #641 of 1000; initialization seed = 493580866 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 573152 Distortion: 0.00942885 Distortions/cluster: 4.67839e-05 4.2689e-05 2.88994e-05 2.87715e-05 1.27749e-35 0 3.77383e-05 1.08283e-34 0.000299669 4.07957e-05 4.67043e-05 9.76722e-05 3.73047e-05 0.00872182 Variance: 1.59649e-06 Variances/cluster: 8.44208e-08 4.44638e-08 5.60016e-08 7.51155e-08 0 0 4.62995e-08 0 6.14026e-07 6.98334e-08 2.74699e-06 1.0027e-07 6.0737e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #642 of 1000; initialization seed = 493580867 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 72 BIC score: 557076 Distortion: 0.0133258 Distortions/cluster: 0.00872182 2.86012e-05 4.67043e-05 2.16866e-05 7.89067e-05 2.7094e-05 3.73047e-05 2.29311e-05 0.00391362 4.07957e-05 0 4.67839e-05 4.21186e-05 0.000297453 Variance: 2.25632e-06 Variances/cluster: 0.156503 7.50627e-08 2.74699e-06 4.09915e-08 1.11914e-07 5.30168e-08 6.0737e-08 3.68625e-08 0.00391989 6.98334e-08 0 8.44208e-08 4.48508e-08 6.63905e-07 -------------------------------------------------------------- Initialization seed trial #643 of 1000; initialization seed = 493580868 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 48 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 4.07957e-05 4.67839e-05 0.000297453 2.29791e-05 4.20705e-05 1.27749e-35 2.7094e-05 2.86012e-05 3.73047e-05 7.89067e-05 1.08283e-34 4.67043e-05 0.0446389 2.16866e-05 Variance: 7.67513e-06 Variances/cluster: 6.98334e-08 8.44208e-08 6.63905e-07 3.68804e-08 4.48473e-08 0 5.30168e-08 7.50627e-08 6.0737e-08 1.11914e-07 0 2.74699e-06 0.0422886 4.09915e-08 -------------------------------------------------------------- Initialization seed trial #644 of 1000; initialization seed = 493580869 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 557095 Distortion: 0.0133177 Distortions/cluster: 4.17764e-05 0 0.000307974 2.14045e-05 4.07957e-05 3.73047e-05 2.96461e-05 4.67839e-05 2.61719e-05 2.86463e-05 0.00872182 0.00391362 2.29193e-05 7.8852e-05 Variance: 2.25495e-06 Variances/cluster: 4.46767e-08 0 1.71076e-05 4.07665e-08 6.98334e-08 6.0737e-08 6.24078e-08 8.44208e-08 5.31902e-08 7.5181e-08 0.156503 0.00391989 3.68435e-08 1.11995e-07 -------------------------------------------------------------- Initialization seed trial #645 of 1000; initialization seed = 493580870 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 77 BIC score: 503672 Distortion: 0.0450764 Distortions/cluster: 4.67043e-05 3.73047e-05 1.27749e-35 3.00803e-05 4.81569e-35 0.0446389 4.67839e-05 9.75704e-05 4.07957e-05 3.08605e-05 4.29076e-05 1.08283e-34 3.70447e-05 2.74568e-05 Variance: 7.63231e-06 Variances/cluster: 2.74699e-06 6.0737e-08 0 7.57631e-08 2.67973e-31 0.0422886 8.44208e-08 1.00269e-07 6.98334e-08 6.08638e-08 4.45522e-08 0 4.5899e-08 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #646 of 1000; initialization seed = 493580871 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 18 BIC score: 557045 Distortion: 0.0133463 Distortions/cluster: 8.366e-05 2.16021e-05 4.67043e-05 1.98668e-05 0.00391362 0.00872182 2.08499e-05 7.62726e-05 6.81933e-05 2.67486e-05 0.000297447 2.07223e-05 2.87715e-05 0 Variance: 2.25978e-06 Variances/cluster: 9.74749e-08 4.0374e-08 2.74699e-06 3.97302e-08 0.00391989 0.156503 3.54548e-08 1.15205e-07 7.6254e-08 5.27538e-08 6.63891e-07 4.04696e-08 7.51155e-08 0 -------------------------------------------------------------- Initialization seed trial #647 of 1000; initialization seed = 493580872 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 573143 Distortion: 0.00942888 Distortions/cluster: 1.08283e-34 0.000299036 2.84227e-05 4.67043e-05 0 3.99696e-05 4.29002e-05 3.58899e-05 0.00872182 9.76919e-05 3.6985e-05 1.27749e-35 4.90368e-05 3.04234e-05 Variance: 1.59649e-06 Variances/cluster: 0 6.16518e-07 5.63891e-08 2.74699e-06 0 6.86544e-08 4.46373e-08 6.04009e-08 0.156503 1.00188e-07 4.57683e-08 0 8.51064e-08 7.54862e-08 -------------------------------------------------------------- Initialization seed trial #648 of 1000; initialization seed = 493580873 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 20 BIC score: 502765 Distortion: 0.0453231 Distortions/cluster: 2.45496e-05 3.45332e-05 1.27749e-35 2.67265e-05 1.08283e-34 0.000307974 3.73801e-05 0.0446389 2.33822e-05 4.0504e-05 3.91926e-05 3.34833e-05 8.48851e-05 3.15785e-05 Variance: 7.67408e-06 Variances/cluster: 4.05063e-08 5.46358e-08 0 6.11389e-08 0 1.71076e-05 4.10284e-08 0.0422886 5.01603e-08 7.68517e-08 6.26027e-08 7.37285e-08 1.02139e-07 7.97183e-08 -------------------------------------------------------------- Initialization seed trial #649 of 1000; initialization seed = 493580874 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 98 BIC score: 503239 Distortion: 0.0453133 Distortions/cluster: 1.08283e-34 4.70304e-05 3.70017e-05 0.000300842 1.96949e-05 4.27885e-05 4.10744e-05 2.43786e-05 0.0446389 4.67043e-05 3.36824e-05 1.27749e-35 4.86085e-05 3.25482e-05 Variance: 7.67241e-06 Variances/cluster: 0 7.99773e-08 4.02157e-08 2.54922e-06 6.41321e-08 4.88399e-08 6.14832e-08 7.18907e-08 0.0422886 2.74699e-06 5.91764e-08 0 5.02629e-08 6.08182e-08 -------------------------------------------------------------- Initialization seed trial #650 of 1000; initialization seed = 493580875 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 572985 Distortion: 0.00942538 Distortions/cluster: 7.95758e-05 1.27749e-35 0 4.90368e-05 3.64426e-05 3.99696e-05 2.46265e-05 4.26139e-05 0.000317415 2.53095e-05 1.08283e-34 4.1867e-05 4.67043e-05 0.00872182 Variance: 1.5959e-06 Variances/cluster: 1.09599e-07 0 0 8.51064e-08 6.12281e-08 6.86544e-08 4.47712e-08 4.51858e-08 5.34325e-07 3.86952e-08 0 6.26697e-08 2.74699e-06 0.156503 -------------------------------------------------------------- Initialization seed trial #651 of 1000; initialization seed = 493580876 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 65 BIC score: 558585 Distortion: 0.013084 Distortions/cluster: 8.01568e-05 4.67043e-05 0 2.14045e-05 4.81569e-35 2.58452e-05 6.81933e-05 0.00872182 3.81561e-05 0.00391362 2.61719e-05 2.86463e-05 8.366e-05 2.96461e-05 Variance: 2.21538e-06 Variances/cluster: 1.13526e-07 2.74699e-06 0 4.07665e-08 2.67973e-31 4.12815e-08 7.6254e-08 0.156503 4.10244e-08 0.00391989 5.31902e-08 7.5181e-08 9.74749e-08 6.24078e-08 -------------------------------------------------------------- Initialization seed trial #652 of 1000; initialization seed = 493580877 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 71 BIC score: 573181 Distortion: 0.0094206 Distortions/cluster: 0.00872182 2.74568e-05 3.00803e-05 4.07184e-05 4.29076e-05 0 1.27749e-35 3.72578e-05 9.75704e-05 3.70447e-05 3.08605e-05 1.08283e-34 4.6908e-05 0.000307974 Variance: 1.59509e-06 Variances/cluster: 0.156503 5.62588e-08 7.57631e-08 6.9701e-08 4.45522e-08 0 0 6.07595e-08 1.00269e-07 4.5899e-08 6.08638e-08 0 8.44922e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #653 of 1000; initialization seed = 493580878 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 63 BIC score: 498744 Distortion: 0.0492565 Distortions/cluster: 2.45047e-05 8.37767e-05 0.0446389 1.14729e-05 6.80765e-05 4.67043e-05 2.23629e-05 0.00391362 0.000293481 1.71388e-05 7.46447e-05 1.90674e-05 2.07438e-05 2.2019e-05 Variance: 8.34008e-06 Variances/cluster: 5.28071e-08 9.74973e-08 0.0422886 6.13473e-08 7.62086e-08 2.74699e-06 4.05822e-08 0.00391989 6.92114e-07 6.34722e-08 1.17725e-07 3.9392e-08 3.53346e-08 4.13079e-08 -------------------------------------------------------------- Initialization seed trial #654 of 1000; initialization seed = 493580879 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 57 BIC score: 502586 Distortion: 0.0453267 Distortions/cluster: 0.000307974 0.0446389 1.08283e-34 2.06641e-05 2.04141e-05 3.73047e-05 4.24086e-05 1.27749e-35 2.22475e-05 4.67839e-05 7.95391e-05 4.34495e-05 2.61723e-05 4.07957e-05 Variance: 7.67468e-06 Variances/cluster: 1.71076e-05 0.0422886 0 3.98117e-08 4.05006e-08 6.0737e-08 6.31966e-08 0 3.67685e-08 8.44208e-08 1.08354e-07 7.74439e-08 4.84626e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #655 of 1000; initialization seed = 493580880 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 502995 Distortion: 0.0453319 Distortions/cluster: 3.37267e-05 4.29557e-05 2.85345e-05 4.67043e-05 2.87715e-05 1.27749e-35 1.96059e-05 0.0446389 0.000299528 9.7061e-05 1.08283e-34 3.44908e-05 3.80351e-05 2.36116e-05 Variance: 7.67557e-06 Variances/cluster: 6.22065e-08 4.4556e-08 5.57265e-08 2.74699e-06 7.51155e-08 0 6.42612e-08 0.0422886 6.17534e-07 9.98481e-08 0 6.09179e-08 4.64357e-08 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #656 of 1000; initialization seed = 493580881 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 66 BIC score: 503233 Distortion: 0.0453386 Distortions/cluster: 1.08283e-34 4.67043e-05 1.27749e-35 2.23127e-05 0.000312931 4.66957e-05 4.27239e-05 1.08941e-05 5.18241e-05 1.91944e-05 0.0446389 2.30833e-05 2.96641e-05 9.36493e-05 Variance: 7.6767e-06 Variances/cluster: 0 2.74699e-06 0 4.89156e-08 4.79179e-07 4.51126e-08 7.72522e-08 5.52826e-08 5.30928e-08 6.439e-08 0.0422886 7.37255e-08 6.07671e-08 1.02005e-07 -------------------------------------------------------------- Initialization seed trial #657 of 1000; initialization seed = 493580882 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 82 BIC score: 502718 Distortion: 0.0453293 Distortions/cluster: 2.29791e-05 2.7094e-05 2.16866e-05 4.67043e-05 3.99696e-05 7.89067e-05 2.86012e-05 0.000297453 0.0446389 4.90368e-05 4.20705e-05 3.58899e-05 1.27749e-35 1.08283e-34 Variance: 7.67513e-06 Variances/cluster: 3.68804e-08 5.30168e-08 4.09915e-08 2.74699e-06 6.86544e-08 1.11914e-07 7.50627e-08 6.63905e-07 0.0422886 8.51064e-08 4.48473e-08 6.04009e-08 0 0 -------------------------------------------------------------- Initialization seed trial #658 of 1000; initialization seed = 493580883 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 77 BIC score: 503175 Distortion: 0.0453372 Distortions/cluster: 4.67043e-05 0.0446389 4.27239e-05 2.12673e-05 1.27749e-35 2.45642e-05 2.42091e-05 1.08283e-34 0.000313359 5.18241e-05 4.65189e-05 9.27613e-05 1.53455e-05 1.89536e-05 Variance: 7.67646e-06 Variances/cluster: 2.74699e-06 0.0422886 7.72522e-08 7.06333e-08 0 6.41151e-08 6.05036e-08 0 4.79102e-07 5.30928e-08 4.50724e-08 1.00928e-07 5.92298e-08 4.62133e-08 -------------------------------------------------------------- Initialization seed trial #659 of 1000; initialization seed = 493580884 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 48 BIC score: 502742 Distortion: 0.0453417 Distortions/cluster: 8.37767e-05 2.07736e-05 2.56419e-05 1.08283e-34 7.67359e-05 1.27749e-35 2.94324e-05 2.03336e-05 2.86463e-05 2.08515e-05 0.000307974 6.80765e-05 2.05071e-05 0.0446389 Variance: 7.67722e-06 Variances/cluster: 9.74973e-08 4.00224e-08 5.26481e-08 0 1.1401e-07 0 6.24842e-08 4.03408e-08 7.5181e-08 3.54577e-08 1.71076e-05 7.62086e-08 4.01277e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #660 of 1000; initialization seed = 493580885 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 99 BIC score: 513248 Distortion: 0.0363294 Distortions/cluster: 0.000307974 2.86463e-05 8.37767e-05 2.37044e-35 2.29193e-05 6.80765e-05 8.01568e-05 1.08283e-34 2.61719e-05 0.0356196 2.96461e-05 2.14045e-05 1.27749e-35 4.10797e-05 Variance: 6.15127e-06 Variances/cluster: 1.71076e-05 7.5181e-08 9.74973e-08 0 3.68435e-08 7.62086e-08 1.13526e-07 0 5.31902e-08 0.035575 6.24078e-08 4.07665e-08 0 4.39787e-08 -------------------------------------------------------------- Initialization seed trial #661 of 1000; initialization seed = 493580886 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 498590 Distortion: 0.0492208 Distortions/cluster: 3.35214e-05 3.48071e-05 2.26899e-05 2.97647e-05 3.00268e-05 0.0446389 0.00391362 2.51786e-05 7.74101e-05 2.36116e-05 1.94952e-05 2.58561e-05 0.000307974 3.79187e-05 Variance: 8.33403e-06 Variances/cluster: 6.22874e-08 6.09382e-08 3.65334e-08 6.11135e-08 7.58193e-08 0.0422886 0.00391989 4.22419e-08 1.23845e-07 6.96288e-08 6.41085e-08 5.3862e-08 1.71076e-05 4.08571e-08 -------------------------------------------------------------- Initialization seed trial #662 of 1000; initialization seed = 493580887 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 502818 Distortion: 0.0453501 Distortions/cluster: 1.19934e-05 1.08283e-34 1.27749e-35 7.85602e-05 0.0446389 1.88566e-05 6.80765e-05 4.25905e-05 8.37767e-05 2.01674e-05 4.3592e-05 1.05267e-05 0.000307974 2.51085e-05 Variance: 7.67866e-06 Variances/cluster: 3.24987e-08 0 0 1.10482e-07 0.0422886 3.94455e-08 7.62086e-08 6.34676e-08 9.74973e-08 3.9853e-08 7.7422e-08 3.48527e-08 1.71076e-05 4.70152e-08 -------------------------------------------------------------- Initialization seed trial #663 of 1000; initialization seed = 493580888 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 558916 Distortion: 0.013057 Distortions/cluster: 0 3.57241e-05 3.67128e-05 4.07957e-05 4.09376e-05 0.00872182 4.81569e-35 4.67839e-05 0.00391362 4.11617e-05 4.72422e-05 3.69524e-05 4.85822e-05 4.67043e-05 Variance: 2.21081e-06 Variances/cluster: 0 2.95206e-07 5.98708e-08 6.98334e-08 6.12785e-08 0.156503 2.67973e-31 8.44208e-08 0.00391989 4.80245e-08 8.00651e-08 4.02496e-08 4.94684e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #664 of 1000; initialization seed = 493580889 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 557333 Distortion: 0.0133289 Distortions/cluster: 2.74111e-05 0 0.00872182 3.05095e-05 1.94952e-05 4.67043e-05 0.00391362 3.48071e-05 3.35214e-05 3.70447e-05 2.36116e-05 9.70233e-05 0.000300387 4.29076e-05 Variance: 2.25683e-06 Variances/cluster: 5.62806e-08 0 0.156503 6.05299e-08 6.41085e-08 2.74699e-06 0.00391989 6.09382e-08 6.22874e-08 4.5899e-08 6.96288e-08 9.98093e-08 7.47171e-07 4.45522e-08 -------------------------------------------------------------- Initialization seed trial #665 of 1000; initialization seed = 493580890 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 20 BIC score: 498631 Distortion: 0.0492194 Distortions/cluster: 3.99696e-05 1.69474e-05 0.00391362 0.000300922 3.9874e-05 4.90368e-05 2.26852e-05 3.53035e-05 2.04087e-05 3.1258e-05 4.64891e-05 0.0446389 4.67043e-05 1.73047e-05 Variance: 8.3338e-06 Variances/cluster: 6.86544e-08 3.6759e-08 0.00391989 2.5499e-06 5.97759e-08 8.51064e-08 3.7063e-08 5.95142e-08 4.10598e-08 4.47142e-08 7.98718e-08 0.0422886 2.74699e-06 3.46756e-08 -------------------------------------------------------------- Initialization seed trial #666 of 1000; initialization seed = 493580891 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 85 BIC score: 503241 Distortion: 0.0453064 Distortions/cluster: 3.27799e-05 2.51385e-05 4.70304e-05 4.77407e-05 1.27749e-35 1.90236e-05 4.15046e-05 4.15486e-05 1.08283e-34 3.33687e-05 0.0446389 3.73008e-05 0.000300791 4.12327e-05 Variance: 7.67125e-06 Variances/cluster: 6.07967e-08 7.24227e-08 7.99773e-08 4.88603e-08 0 6.33916e-08 3.37398e-07 6.20074e-08 0 5.91449e-08 0.0422886 4.04528e-08 1.87971e-05 4.80514e-08 -------------------------------------------------------------- Initialization seed trial #667 of 1000; initialization seed = 493580892 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 573091 Distortion: 0.00943978 Distortions/cluster: 7.95166e-05 4.67043e-05 0 2.16866e-05 1.27749e-35 0.000297453 1.08283e-34 2.86012e-05 4.18847e-05 2.7154e-05 6.81933e-05 0.00872182 8.366e-05 2.31056e-05 Variance: 1.59834e-06 Variances/cluster: 1.12619e-07 2.74699e-06 0 4.09915e-08 0 6.63905e-07 0 7.50627e-08 4.47925e-08 5.30305e-08 7.6254e-08 0.156503 9.74749e-08 3.69647e-08 -------------------------------------------------------------- Initialization seed trial #668 of 1000; initialization seed = 493580893 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 66 BIC score: 557363 Distortion: 0.0133285 Distortions/cluster: 4.67043e-05 0.000297696 2.78453e-05 9.48599e-05 0.00391362 2.87034e-05 4.22095e-05 3.28638e-05 3.44908e-05 0 2.4864e-05 0.00872182 1.92126e-05 4.36199e-05 Variance: 2.25677e-06 Variances/cluster: 2.74699e-06 6.57112e-07 5.4487e-08 1.00799e-07 0.00391989 7.51338e-08 4.87353e-08 6.08393e-08 6.09179e-08 0 7.22565e-08 0.156503 6.35975e-08 4.44155e-08 -------------------------------------------------------------- Initialization seed trial #669 of 1000; initialization seed = 493580894 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 573155 Distortion: 0.00942884 Distortions/cluster: 2.87715e-05 4.29557e-05 4.75489e-05 2.85345e-05 3.80351e-05 1.08283e-34 4.04474e-05 0.000299528 3.68885e-05 0.00872182 4.67043e-05 9.76081e-05 0 1.27749e-35 Variance: 1.59649e-06 Variances/cluster: 7.51155e-08 4.4556e-08 8.47307e-08 5.57265e-08 4.64357e-08 0 6.93558e-08 6.17534e-07 6.06519e-08 0.156503 2.74699e-06 1.00308e-07 0 0 -------------------------------------------------------------- Initialization seed trial #670 of 1000; initialization seed = 493580895 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 573039 Distortion: 0.00941673 Distortions/cluster: 2.44279e-05 3.7211e-05 1.27749e-35 4.07957e-05 0.000307974 8.60807e-05 3.73047e-05 0 3.9276e-05 4.67839e-05 0.00872182 3.77649e-05 3.72949e-05 1.08283e-34 Variance: 1.59444e-06 Variances/cluster: 4.04388e-08 5.76859e-08 0 6.98334e-08 1.71076e-05 1.02835e-07 6.0737e-08 0 7.65554e-08 8.44208e-08 0.156503 6.03223e-08 4.09799e-08 0 -------------------------------------------------------------- Initialization seed trial #671 of 1000; initialization seed = 493580896 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 573102 Distortion: 0.00964044 Distortions/cluster: 1.27749e-35 0.0003196 0.000115134 0.00872182 2.38406e-05 9.38696e-06 0 0.000343239 1.84716e-05 1.35233e-05 1.899e-05 4.26945e-05 1.08283e-34 1.37461e-05 Variance: 1.63231e-06 Variances/cluster: 0 5.15442e-07 5.76187e-08 0.156503 6.14247e-08 5.2133e-08 0 3.96314e-07 4.38613e-08 5.70422e-08 5.53465e-08 6.37177e-08 0 7.5505e-08 -------------------------------------------------------------- Initialization seed trial #672 of 1000; initialization seed = 493580897 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 558574 Distortion: 0.013084 Distortions/cluster: 4.81569e-35 2.30492e-05 4.11383e-05 8.37767e-05 0 2.97415e-05 0.00391362 6.80765e-05 2.86463e-05 4.67043e-05 2.62597e-05 7.59364e-05 0.00872182 2.52487e-05 Variance: 2.21538e-06 Variances/cluster: 2.67973e-31 3.69336e-08 4.39944e-08 9.74973e-08 0 6.2346e-08 0.00391989 7.62086e-08 7.5181e-08 2.74699e-06 5.32602e-08 1.20907e-07 0.156503 4.22886e-08 -------------------------------------------------------------- Initialization seed trial #673 of 1000; initialization seed = 493580898 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 499867 Distortion: 0.0489846 Distortions/cluster: 2.13201e-05 4.81569e-35 4.07184e-05 4.6908e-05 2.2909e-05 2.45332e-05 3.78162e-05 2.41943e-05 0.0446389 7.493e-05 7.95289e-05 0.00391362 1.25384e-05 4.67043e-05 Variance: 8.29405e-06 Variances/cluster: 7.30085e-08 2.67973e-31 6.9701e-08 8.44922e-08 4.90516e-08 4.18616e-08 6.15697e-08 5.61301e-08 0.0422886 5.11068e-08 1.15584e-07 0.00391989 6.17604e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #674 of 1000; initialization seed = 493580899 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 502993 Distortion: 0.0453319 Distortions/cluster: 1.27749e-35 3.28638e-05 0.000299528 4.29557e-05 9.7061e-05 2.85345e-05 0.0446389 1.96949e-05 2.87715e-05 3.80351e-05 1.08283e-34 4.67043e-05 3.44908e-05 2.43786e-05 Variance: 7.67557e-06 Variances/cluster: 0 6.08393e-08 6.17534e-07 4.4556e-08 9.98481e-08 5.57265e-08 0.0422886 6.41321e-08 7.51155e-08 4.64357e-08 0 2.74699e-06 6.09179e-08 7.18907e-08 -------------------------------------------------------------- Initialization seed trial #675 of 1000; initialization seed = 493580900 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 19 BIC score: 499635 Distortion: 0.0489746 Distortions/cluster: 0.0446389 1.91916e-05 2.25146e-05 2.36613e-05 3.78274e-05 0.00391362 6.6306e-05 3.1127e-05 2.92125e-05 8.33627e-05 3.30815e-05 4.67043e-05 2.90326e-05 4.81569e-35 Variance: 8.29234e-06 Variances/cluster: 0.0422886 3.95665e-08 3.64863e-08 4.87818e-08 3.00181e-07 0.00391989 7.43933e-08 4.32281e-08 6.18859e-08 9.73555e-08 3.88702e-08 2.74699e-06 7.5797e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #676 of 1000; initialization seed = 493580901 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 498994 Distortion: 0.0492166 Distortions/cluster: 3.62143e-05 3.33687e-05 0.0446389 3.05799e-05 2.62813e-05 2.51399e-05 4.67043e-05 0.00391362 4.88847e-05 3.28638e-05 3.71755e-05 2.87715e-05 1.89386e-05 0.000299154 Variance: 8.33333e-06 Variances/cluster: 2.96805e-07 5.91449e-08 0.0422886 4.1771e-08 5.11263e-08 7.24266e-08 2.74699e-06 0.00391989 4.90275e-08 6.08393e-08 4.08486e-08 7.51155e-08 6.33195e-08 6.25794e-07 -------------------------------------------------------------- Initialization seed trial #677 of 1000; initialization seed = 493580902 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 574847 Distortion: 0.00918311 Distortions/cluster: 2.53722e-05 4.67043e-05 8.37767e-05 1.27749e-35 4.81569e-35 4.94716e-05 8.36491e-05 1.08283e-34 0.00872182 4.1779e-05 3.95286e-05 2.29287e-05 6.80765e-05 0 Variance: 1.55488e-06 Variances/cluster: 3.87317e-08 2.74699e-06 9.74973e-08 0 2.67973e-31 8.03046e-08 1.16008e-07 0 0.156503 6.32003e-08 4.17813e-08 4.26936e-08 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #678 of 1000; initialization seed = 493580903 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 573057 Distortion: 0.00944087 Distortions/cluster: 9.25032e-05 0.000307974 0 3.04142e-05 3.05307e-05 3.10855e-05 2.12419e-05 8.37767e-05 1.08283e-34 1.27749e-35 2.62673e-05 2.71756e-05 6.80765e-05 0.00872182 Variance: 1.59852e-06 Variances/cluster: 1.01755e-07 1.71076e-05 0 6.08234e-08 7.5565e-08 4.27537e-08 3.77265e-08 9.74973e-08 0 0 4.81042e-08 5.59118e-08 7.62086e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #679 of 1000; initialization seed = 493580904 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 513458 Distortion: 0.0363261 Distortions/cluster: 9.31872e-05 0.000312973 4.14705e-05 0.0356196 2.4864e-05 1.27749e-35 5.12929e-05 4.94633e-05 1.92126e-05 1.08283e-34 3.44908e-05 2.37044e-35 3.28638e-05 4.67043e-05 Variance: 6.15071e-06 Variances/cluster: 1.02058e-07 4.85188e-07 7.73642e-08 0.035575 7.22565e-08 0 5.38168e-08 4.54167e-08 6.35975e-08 0 6.09179e-08 0 6.08393e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #680 of 1000; initialization seed = 493580905 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 503011 Distortion: 0.045332 Distortions/cluster: 4.18954e-05 2.7932e-05 4.67043e-05 1.90462e-05 1.27749e-35 2.51159e-05 9.56882e-05 2.87034e-05 0.000297696 3.27799e-05 0.0446389 4.30249e-05 1.08283e-34 3.44908e-05 Variance: 7.67558e-06 Variances/cluster: 4.83726e-08 5.45499e-08 2.74699e-06 6.34671e-08 0 7.23574e-08 1.00293e-07 7.51338e-08 6.57112e-07 6.07967e-08 0.0422886 4.44433e-08 0 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #681 of 1000; initialization seed = 493580906 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 64 BIC score: 502832 Distortion: 0.0453287 Distortions/cluster: 0.0446389 1.27749e-35 1.96059e-05 2.36116e-05 3.83627e-05 3.85809e-05 8.64093e-05 2.13371e-05 4.67043e-05 0.000307416 3.95651e-05 3.44908e-05 1.08283e-34 3.37267e-05 Variance: 7.67503e-06 Variances/cluster: 0.0422886 0 6.42612e-08 6.96288e-08 5.84741e-08 7.63917e-08 1.01769e-07 3.56767e-08 2.74699e-06 4.94992e-07 4.36663e-08 6.09179e-08 0 6.22065e-08 -------------------------------------------------------------- Initialization seed trial #682 of 1000; initialization seed = 493580907 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 558631 Distortion: 0.013073 Distortions/cluster: 2.74568e-05 3.72578e-05 3.08605e-05 0.00391362 3.00803e-05 4.81569e-35 4.29076e-05 0.00872182 4.6908e-05 0 9.75704e-05 3.70447e-05 4.07184e-05 4.67043e-05 Variance: 2.2135e-06 Variances/cluster: 5.62588e-08 6.07595e-08 6.08638e-08 0.00391989 7.57631e-08 2.67973e-31 4.45522e-08 0.156503 8.44922e-08 0 1.00269e-07 4.5899e-08 6.9701e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #683 of 1000; initialization seed = 493580908 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 66 BIC score: 687200 Distortion: 0.000734644 Distortions/cluster: 2.87034e-05 0 4.36199e-05 1.08283e-34 1.27749e-35 4.22972e-05 6.81933e-05 9.59243e-05 4.67043e-05 0.000297696 9.64317e-35 2.78453e-05 2.37044e-35 8.366e-05 Variance: 1.24389e-07 Variances/cluster: 7.51338e-08 0 4.44155e-08 0 0 4.87802e-08 7.6254e-08 1.01821e-07 2.74699e-06 6.57112e-07 6.86694e-32 5.4487e-08 0 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #684 of 1000; initialization seed = 493580909 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 503653 Distortion: 0.0450875 Distortions/cluster: 2.14045e-05 2.61719e-05 2.96461e-05 1.27749e-35 3.81561e-05 4.67043e-05 8.01568e-05 2.86463e-05 4.81569e-35 1.08283e-34 2.58452e-05 0.0446389 8.366e-05 6.81933e-05 Variance: 7.63419e-06 Variances/cluster: 4.07665e-08 5.31902e-08 6.24078e-08 0 4.10244e-08 2.74699e-06 1.13526e-07 7.5181e-08 2.67973e-31 0 4.12815e-08 0.0422886 9.74749e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #685 of 1000; initialization seed = 493580910 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 499109 Distortion: 0.049239 Distortions/cluster: 4.64548e-05 4.41462e-05 1.55206e-05 2.40201e-05 1.90592e-05 3.42791e-05 0.00391362 3.88937e-05 4.67043e-05 0.000277677 9.39765e-05 2.45642e-05 2.11739e-05 0.0446389 Variance: 8.33712e-06 Variances/cluster: 5.03247e-08 4.46332e-08 5.96754e-08 6.03328e-08 4.62452e-08 5.79967e-08 0.00391989 7.16218e-08 2.74699e-06 1.83876e-06 1.00393e-07 6.41151e-08 7.05577e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #686 of 1000; initialization seed = 493580911 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 557076 Distortion: 0.0133258 Distortions/cluster: 0.00391362 4.67043e-05 4.20705e-05 0 2.29791e-05 2.7094e-05 3.73047e-05 7.89067e-05 2.16866e-05 0.000297453 0.00872182 4.67839e-05 4.07957e-05 2.86012e-05 Variance: 2.25632e-06 Variances/cluster: 0.00391989 2.74699e-06 4.48473e-08 0 3.68804e-08 5.30168e-08 6.0737e-08 1.11914e-07 4.09915e-08 6.63905e-07 0.156503 8.44208e-08 6.98334e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #687 of 1000; initialization seed = 493580912 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 498814 Distortion: 0.0492278 Distortions/cluster: 2.98108e-05 0.00391362 2.06707e-05 2.90212e-05 2.43436e-05 1.88505e-05 6.76894e-05 2.85362e-05 0.000296857 1.6758e-05 0.0446389 1.5736e-05 4.32963e-05 8.366e-05 Variance: 8.33521e-06 Variances/cluster: 7.58485e-08 0.00391989 3.52702e-08 6.12213e-08 5.17902e-08 3.91865e-08 7.57754e-08 4.20852e-08 1.9788e-05 3.44077e-08 0.0422886 3.48882e-08 3.70011e-07 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #688 of 1000; initialization seed = 493580913 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 18 BIC score: 498476 Distortion: 0.0492262 Distortions/cluster: 0.0446389 7.79381e-05 3.35214e-05 4.16321e-05 1.94952e-05 0.00391362 2.36116e-05 2.11233e-05 0.000307974 2.05996e-05 3.48071e-05 4.72422e-05 2.28903e-05 2.28344e-05 Variance: 8.33495e-06 Variances/cluster: 0.0422886 1.09454e-07 6.22874e-08 6.25053e-08 6.41085e-08 0.00391989 6.96288e-08 4.10923e-08 1.71076e-05 4.03878e-08 6.09382e-08 8.00651e-08 3.72157e-08 4.34072e-08 -------------------------------------------------------------- Initialization seed trial #689 of 1000; initialization seed = 493580914 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 71 BIC score: 556947 Distortion: 0.0133231 Distortions/cluster: 0.000307974 0.00872182 0.00391362 2.25355e-05 3.73047e-05 4.07957e-05 4.18141e-05 1.95916e-05 4.71289e-05 7.73357e-05 4.67839e-05 2.22228e-05 2.41905e-05 0 Variance: 2.25586e-06 Variances/cluster: 1.71076e-05 0.156503 0.00391989 4.25962e-08 6.0737e-08 6.98334e-08 6.25905e-08 4.29603e-08 8.00087e-08 1.11425e-07 8.44208e-08 3.67277e-08 4.07898e-08 0 -------------------------------------------------------------- Initialization seed trial #690 of 1000; initialization seed = 493580915 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 502709 Distortion: 0.0453212 Distortions/cluster: 4.67839e-05 7.87896e-05 0.0446389 1.27749e-35 2.93825e-05 2.27293e-05 3.73047e-05 1.08283e-34 2.59354e-05 2.98108e-05 4.07957e-05 4.0797e-05 0.000307974 2.19517e-05 Variance: 7.67375e-06 Variances/cluster: 8.44208e-08 1.14177e-07 0.0422886 0 6.10813e-08 3.66559e-08 6.0737e-08 0 5.3803e-08 7.58485e-08 6.98334e-08 4.37697e-08 1.71076e-05 4.09507e-08 -------------------------------------------------------------- Initialization seed trial #691 of 1000; initialization seed = 493580916 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 573331 Distortion: 0.00942821 Distortions/cluster: 1.9604e-05 1.08283e-34 3.44908e-05 5.15926e-05 4.67043e-05 3.28638e-05 4.69173e-05 0.0003133 4.27239e-05 0 1.27749e-35 2.447e-05 0.00872182 9.37256e-05 Variance: 1.59638e-06 Variances/cluster: 6.40449e-08 0 6.09179e-08 5.32924e-08 2.74699e-06 6.08393e-08 4.4979e-08 4.79744e-07 7.72522e-08 0 0 7.1948e-08 0.156503 1.01977e-07 -------------------------------------------------------------- Initialization seed trial #692 of 1000; initialization seed = 493580917 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 557467 Distortion: 0.0133174 Distortions/cluster: 0.00872182 2.52401e-05 0.00391362 1.91109e-05 4.01753e-05 0.000300791 6.73163e-05 3.28473e-05 3.07843e-05 3.00268e-05 8.366e-05 2.22203e-05 0 2.97647e-05 Variance: 2.25489e-06 Variances/cluster: 0.156503 5.29095e-08 0.00391989 3.90779e-08 3.40429e-07 1.87971e-05 7.54422e-08 3.87316e-08 4.33543e-08 7.58193e-08 9.74749e-08 3.62443e-08 0 6.11135e-08 -------------------------------------------------------------- Initialization seed trial #693 of 1000; initialization seed = 493580918 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 18 BIC score: 502715 Distortion: 0.0453293 Distortions/cluster: 4.1864e-05 3.73047e-05 2.87715e-05 0.000298073 4.67839e-05 1.27749e-35 1.08283e-34 4.07957e-05 4.67043e-05 2.68664e-05 0.0446389 2.29193e-05 7.8852e-05 2.14519e-05 Variance: 7.67513e-06 Variances/cluster: 4.47225e-08 6.0737e-08 7.51155e-08 6.49343e-07 8.44208e-08 0 0 6.98334e-08 2.74699e-06 5.3196e-08 0.0422886 3.68435e-08 1.11995e-07 4.07791e-08 -------------------------------------------------------------- Initialization seed trial #694 of 1000; initialization seed = 493580919 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 677423 Distortion: 0.00092582 Distortions/cluster: 2.96641e-05 4.26945e-05 2.23127e-05 0.0003196 1.91944e-05 0.000345108 0.00011327 9.64317e-35 1.27749e-35 0 1.08283e-34 2.30833e-05 1.08941e-05 2.37044e-35 Variance: 1.56759e-07 Variances/cluster: 6.07671e-08 6.37177e-08 4.89156e-08 5.15442e-07 6.439e-08 3.886e-07 5.73171e-08 6.86694e-32 0 0 0 7.37255e-08 5.52826e-08 0 -------------------------------------------------------------- Initialization seed trial #695 of 1000; initialization seed = 493580920 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 498644 Distortion: 0.0492191 Distortions/cluster: 3.80062e-05 3.67128e-05 3.33654e-05 0.0446389 3.54116e-05 1.92179e-05 4.07957e-05 1.79971e-05 4.67839e-05 1.69488e-05 3.38706e-05 0.00391362 0.000303861 4.35604e-05 Variance: 8.33374e-06 Variances/cluster: 7.64653e-08 5.98708e-08 5.46025e-08 0.0422886 5.87208e-08 3.395e-08 6.98334e-08 3.87001e-08 8.44208e-08 3.35591e-08 4.3984e-08 0.00391989 2.55317e-06 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #696 of 1000; initialization seed = 493580921 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 573149 Distortion: 0.00942885 Distortions/cluster: 4.74532e-05 4.2689e-05 0.000298988 3.7643e-05 2.87959e-05 9.76722e-05 4.67043e-05 1.08283e-34 3.68885e-05 2.96543e-05 4.05431e-05 1.27749e-35 0 0.00872182 Variance: 1.59649e-06 Variances/cluster: 8.47111e-08 4.44638e-08 6.18973e-07 4.62393e-08 5.61273e-08 1.0027e-07 2.74699e-06 0 6.06519e-08 7.56427e-08 6.9401e-08 0 0 0.156503 -------------------------------------------------------------- Initialization seed trial #697 of 1000; initialization seed = 493580922 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 557378 Distortion: 0.0133016 Distortions/cluster: 3.26589e-05 4.05644e-05 3.67128e-05 2.07945e-05 3.48496e-05 0.00391362 4.07957e-05 0.000300791 3.64804e-05 4.67839e-05 0 0.00872182 3.80062e-05 3.77533e-05 Variance: 2.25222e-06 Variances/cluster: 3.84642e-08 3.37998e-07 5.98708e-08 3.52409e-08 5.79811e-08 0.00391989 6.98334e-08 1.87971e-05 5.74438e-08 8.44208e-08 0 0.156503 7.64653e-08 4.46745e-08 -------------------------------------------------------------- Initialization seed trial #698 of 1000; initialization seed = 493580923 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 557598 Distortion: 0.0133219 Distortions/cluster: 3.27527e-05 8.38822e-05 2.9576e-05 3.44908e-05 2.43786e-05 0 0.00872182 0.00391362 2.99459e-05 1.98062e-05 0.000307974 2.31852e-05 2.62199e-05 7.42268e-05 Variance: 2.25565e-06 Variances/cluster: 6.07463e-08 1.08787e-07 6.09765e-08 6.09179e-08 7.18907e-08 0 0.156503 0.00391989 7.58063e-08 6.42853e-08 1.71076e-05 4.2852e-08 5.41684e-08 5.0905e-08 -------------------------------------------------------------- Initialization seed trial #699 of 1000; initialization seed = 493580924 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 557360 Distortion: 0.0133202 Distortions/cluster: 0.000307974 3.48071e-05 4.29076e-05 0.00872182 3.70447e-05 1.89394e-05 3.00803e-05 9.70233e-05 0.00391362 3.08605e-05 3.26327e-05 0 2.74568e-05 2.50544e-05 Variance: 2.25537e-06 Variances/cluster: 1.71076e-05 6.09382e-08 4.45522e-08 0.156503 4.5899e-08 6.33222e-08 7.57631e-08 9.98093e-08 0.00391989 6.08638e-08 6.08624e-08 0 5.62588e-08 7.2389e-08 -------------------------------------------------------------- Initialization seed trial #700 of 1000; initialization seed = 493580925 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 73 BIC score: 499275 Distortion: 0.0489735 Distortions/cluster: 0.0446389 3.72578e-05 4.6908e-05 0.00391362 2.96461e-05 2.86463e-05 2.14045e-05 2.61719e-05 4.17764e-05 2.29193e-05 4.07184e-05 4.81569e-35 7.8852e-05 4.67043e-05 Variance: 8.29217e-06 Variances/cluster: 0.0422886 6.07595e-08 8.44922e-08 0.00391989 6.24078e-08 7.5181e-08 4.07665e-08 5.31902e-08 4.46767e-08 3.68435e-08 6.9701e-08 2.67973e-31 1.11995e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #701 of 1000; initialization seed = 493580926 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 557592 Distortion: 0.0133284 Distortions/cluster: 0.00391362 3.43949e-05 2.29414e-05 4.67043e-05 8.33627e-05 0.00872182 4.05401e-05 2.08989e-05 6.6306e-05 3.78274e-05 0 3.06669e-05 3.13313e-05 0.000277999 Variance: 2.25676e-06 Variances/cluster: 0.00391989 3.95765e-08 3.68791e-08 2.74699e-06 9.73555e-08 0.156503 7.34365e-08 4.138e-08 7.43933e-08 3.00181e-07 0 5.22388e-08 4.32715e-08 1.79339e-06 -------------------------------------------------------------- Initialization seed trial #702 of 1000; initialization seed = 493580927 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 498597 Distortion: 0.0492289 Distortions/cluster: 1.89788e-05 2.29829e-05 2.53108e-05 2.87034e-05 2.73297e-05 0.00391362 4.67043e-05 0.0446389 3.87426e-05 7.74101e-05 3.44908e-05 2.51848e-05 0.000297764 3.27799e-05 Variance: 8.33541e-06 Variances/cluster: 6.34539e-08 3.68864e-08 4.23217e-08 7.51338e-08 5.31659e-08 0.00391989 2.74699e-06 0.0422886 4.12998e-08 1.23845e-07 6.09179e-08 7.23474e-08 6.55815e-07 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #703 of 1000; initialization seed = 493580928 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 502993 Distortion: 0.0453497 Distortions/cluster: 2.35029e-05 8.37767e-05 4.67043e-05 0.0446389 2.2428e-05 7.54433e-05 2.16649e-05 1.27749e-35 3.93904e-05 2.30747e-05 1.71592e-05 1.08283e-34 6.80765e-05 0.000289533 Variance: 7.67858e-06 Variances/cluster: 4.05885e-08 9.74973e-08 2.74699e-06 0.0422886 4.63348e-08 1.21868e-07 3.58056e-08 0 4.3093e-08 5.84115e-08 6.75505e-08 0 7.62086e-08 1.01583e-06 -------------------------------------------------------------- Initialization seed trial #704 of 1000; initialization seed = 493580929 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 502993 Distortion: 0.0453334 Distortions/cluster: 4.01887e-05 1.7366e-05 8.366e-05 4.67043e-05 1.27749e-35 0.000300647 2.04087e-05 3.1258e-05 4.69432e-05 6.76894e-05 1.08283e-34 2.2641e-05 0.0446389 1.69299e-05 Variance: 7.67581e-06 Variances/cluster: 6.05199e-08 3.46597e-08 9.74749e-08 2.74699e-06 0 2.56934e-06 4.10598e-08 4.47142e-08 7.9965e-08 7.57754e-08 0 3.70514e-08 0.0422886 3.6801e-08 -------------------------------------------------------------- Initialization seed trial #705 of 1000; initialization seed = 493580930 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 557368 Distortion: 0.0133228 Distortions/cluster: 4.14264e-05 0.00872182 3.54116e-05 0 3.80062e-05 8.366e-05 0.00391362 3.23205e-05 3.39437e-05 1.80236e-05 0.000300791 1.70289e-05 6.73163e-05 1.93891e-05 Variance: 2.2558e-06 Variances/cluster: 3.39521e-07 0.156503 5.87208e-08 0 7.64653e-08 9.74749e-08 0.00391989 4.21902e-08 5.564e-08 3.86739e-08 1.87971e-05 3.36509e-08 7.54422e-08 3.41317e-08 -------------------------------------------------------------- Initialization seed trial #706 of 1000; initialization seed = 493580931 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 88 BIC score: 508548 Distortion: 0.0402075 Distortions/cluster: 4.67043e-05 3.27799e-05 4.86085e-05 0.000300842 3.70017e-05 2.52237e-05 4.10744e-05 4.70304e-05 3.33687e-05 0.00391362 0.0356196 1.89386e-05 4.27885e-05 2.37044e-35 Variance: 6.80791e-06 Variances/cluster: 2.74699e-06 6.07967e-08 5.02629e-08 2.54922e-06 4.02157e-08 7.24593e-08 6.14832e-08 7.99773e-08 5.91449e-08 0.00391989 0.035575 6.33195e-08 4.88399e-08 0 -------------------------------------------------------------- Initialization seed trial #707 of 1000; initialization seed = 493580932 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 2.86012e-05 2.71492e-05 0.000297402 4.07957e-05 1.08283e-34 2.29791e-05 1.27749e-35 2.16867e-05 7.89067e-05 4.67043e-05 4.20705e-05 3.73047e-05 0.0446389 4.67839e-05 Variance: 7.67513e-06 Variances/cluster: 7.50627e-08 5.27122e-08 6.71281e-07 6.98334e-08 0 3.68804e-08 0 4.09143e-08 1.11914e-07 2.74699e-06 4.48473e-08 6.0737e-08 0.0422886 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #708 of 1000; initialization seed = 493580933 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 18 BIC score: 557594 Distortion: 0.0133219 Distortions/cluster: 0.000307974 0.00391362 2.55764e-05 2.99465e-05 3.27234e-05 3.46333e-05 2.30635e-05 0.00872182 8.38822e-05 0 1.85027e-05 3.00268e-05 2.63086e-05 7.38121e-05 Variance: 2.25565e-06 Variances/cluster: 1.71076e-05 0.00391989 7.26376e-08 6.09859e-08 6.08046e-08 6.09541e-08 4.27853e-08 0.156503 1.08787e-07 0 6.29142e-08 7.58193e-08 5.43516e-08 5.07948e-08 -------------------------------------------------------------- Initialization seed trial #709 of 1000; initialization seed = 493580934 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 75 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 3.73047e-05 0.0446389 2.86012e-05 0.000297453 2.16866e-05 1.08283e-34 2.29791e-05 1.27749e-35 4.67043e-05 4.07957e-05 4.67839e-05 7.89067e-05 4.20705e-05 2.7094e-05 Variance: 7.67513e-06 Variances/cluster: 6.0737e-08 0.0422886 7.50627e-08 6.63905e-07 4.09915e-08 0 3.68804e-08 0 2.74699e-06 6.98334e-08 8.44208e-08 1.11914e-07 4.48473e-08 5.30168e-08 -------------------------------------------------------------- Initialization seed trial #710 of 1000; initialization seed = 493580935 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 512811 Distortion: 0.036175 Distortions/cluster: 3.25058e-05 1.69003e-05 0 2.06073e-05 4.67043e-05 2.19165e-05 0.00391362 0.021427 3.97249e-05 1.16404e-05 2.24622e-05 0.000293568 3.34159e-05 0.0102949 Variance: 6.12512e-06 Variances/cluster: 4.48316e-08 6.32921e-08 0 4.27495e-08 2.74699e-06 4.7744e-08 0.00391989 3.08201e-05 3.05536e-07 6.15842e-08 3.64603e-08 6.9069e-07 3.90338e-08 9.86686e-06 -------------------------------------------------------------- Initialization seed trial #711 of 1000; initialization seed = 493580936 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 557652 Distortion: 0.0133029 Distortions/cluster: 0 0.00872182 3.73008e-05 2.36116e-05 4.15046e-05 4.77407e-05 3.36824e-05 4.12327e-05 0.000300791 3.34105e-05 1.96059e-05 4.15486e-05 4.70304e-05 0.00391362 Variance: 2.25244e-06 Variances/cluster: 0 0.156503 4.04528e-08 6.96288e-08 3.37398e-07 4.88603e-08 5.91764e-08 4.80514e-08 1.87971e-05 6.21969e-08 6.42612e-08 6.20074e-08 7.99773e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #712 of 1000; initialization seed = 493580937 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 508138 Distortion: 0.040223 Distortions/cluster: 3.48071e-05 2.15889e-05 1.91536e-05 3.35214e-05 3.91322e-05 3.99423e-05 0.0356196 2.39539e-05 0.00391362 8.57833e-05 2.37044e-35 0.000307785 3.74386e-05 4.67043e-05 Variance: 6.81053e-06 Variances/cluster: 6.09382e-08 3.59773e-08 6.36129e-08 6.22874e-08 7.65735e-08 4.37925e-08 0.035575 7.00189e-08 0.00391989 1.02358e-07 0 4.91627e-07 5.777e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #713 of 1000; initialization seed = 493580938 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 535359 Distortion: 0.022105 Distortions/cluster: 2.297e-05 2.72757e-05 0.000119757 0.0214231 1.08283e-34 2.37044e-35 0 2.95988e-05 1.27749e-35 0.000307974 2.90536e-05 7.79672e-05 2.55375e-05 4.17764e-05 Variance: 3.7428e-06 Variances/cluster: 3.68657e-08 5.08826e-08 1.10646e-07 3.23505e-05 0 0 0 6.24396e-08 0 1.71076e-05 7.60505e-08 1.11054e-07 5.19009e-08 4.46767e-08 -------------------------------------------------------------- Initialization seed trial #714 of 1000; initialization seed = 493580939 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 604776 Distortion: 0.00462348 Distortions/cluster: 0 8.37767e-05 6.80765e-05 7.94619e-05 9.64317e-35 2.37044e-35 0.00391362 2.31538e-05 0.000307974 2.86463e-05 2.14045e-05 4.15428e-05 2.61719e-05 2.96461e-05 Variance: 7.82844e-07 Variances/cluster: 0 9.74973e-08 7.62086e-08 1.12702e-07 6.86694e-32 0 0.00391989 3.69827e-08 1.71076e-05 7.5181e-08 4.07665e-08 4.46178e-08 5.31902e-08 6.24078e-08 -------------------------------------------------------------- Initialization seed trial #715 of 1000; initialization seed = 493580940 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 15 BIC score: 572990 Distortion: 0.00942529 Distortions/cluster: 4.67043e-05 4.74532e-05 0 8.43728e-05 1.08283e-34 0.000312512 4.02802e-05 0.00872182 3.97443e-05 4.04236e-05 3.32242e-05 3.70079e-05 2.17446e-05 1.27749e-35 Variance: 1.59588e-06 Variances/cluster: 2.74699e-06 8.47111e-08 0 1.04283e-07 0 5.70232e-07 4.40182e-08 0.156503 6.22898e-08 6.94341e-08 5.341e-08 6.06488e-08 3.59968e-08 0 -------------------------------------------------------------- Initialization seed trial #716 of 1000; initialization seed = 493580941 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 605137 Distortion: 0.00460739 Distortions/cluster: 6.60089e-05 3.65468e-05 0 4.37006e-05 3.27675e-05 3.91365e-05 9.64317e-35 3.79437e-05 0.00391362 3.1922e-05 0.000300791 2.12956e-05 2.37044e-35 8.366e-05 Variance: 7.80121e-07 Variances/cluster: 7.42266e-08 4.4403e-08 0 3.4137e-07 3.86375e-08 7.6582e-08 6.86694e-32 6.12931e-08 0.00391989 5.17325e-08 1.87971e-05 3.57267e-08 0 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #717 of 1000; initialization seed = 493580942 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 687736 Distortion: 0.000722422 Distortions/cluster: 1.27749e-35 1.08283e-34 4.11978e-05 2.37044e-35 8.33471e-05 0.000307974 2.20428e-05 3.30898e-05 0 9.64317e-35 8.37767e-05 6.80765e-05 4.04663e-05 4.24507e-05 Variance: 1.2232e-07 Variances/cluster: 0 0 6.30846e-08 0 1.06165e-07 1.71076e-05 3.61908e-08 5.31085e-08 0 6.86694e-32 9.74973e-08 7.62086e-08 4.41252e-08 7.73175e-08 -------------------------------------------------------------- Initialization seed trial #718 of 1000; initialization seed = 493580943 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 557072 Distortion: 0.0133177 Distortions/cluster: 3.00268e-05 3.99696e-05 0.00391362 4.90368e-05 3.81032e-05 2.25053e-05 2.58561e-05 7.80233e-05 2.97647e-05 2.51166e-05 0.000307974 0.00872182 0 3.58899e-05 Variance: 2.25495e-06 Variances/cluster: 7.58193e-08 6.86544e-08 0.00391989 8.51064e-08 4.08797e-08 3.64712e-08 5.3862e-08 1.24428e-07 6.11135e-08 4.22088e-08 1.71076e-05 0.156503 0 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #719 of 1000; initialization seed = 493580944 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 688485 Distortion: 0.00071131 Distortions/cluster: 0.000307974 4.67839e-05 4.94716e-05 4.4522e-05 9.64317e-35 3.73047e-05 9.53521e-05 4.08682e-05 0 4.82377e-05 2.37044e-35 4.07957e-05 1.27749e-35 1.08283e-34 Variance: 1.20439e-07 Variances/cluster: 1.71076e-05 8.44208e-08 8.03046e-08 4.47417e-08 6.86694e-32 6.0737e-08 1.01863e-07 6.32579e-08 0 5.11478e-08 0 6.98334e-08 0 0 -------------------------------------------------------------- Initialization seed trial #720 of 1000; initialization seed = 493580945 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 61 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 4.10797e-05 4.81569e-35 2.14045e-05 2.61719e-05 2.96461e-05 0.0446389 2.86463e-05 8.37767e-05 8.01568e-05 6.80765e-05 4.67043e-05 1.08283e-34 2.29193e-05 1.27749e-35 Variance: 7.63419e-06 Variances/cluster: 4.39787e-08 2.67973e-31 4.07665e-08 5.31902e-08 6.24078e-08 0.0422886 7.5181e-08 9.74973e-08 1.13526e-07 7.62086e-08 2.74699e-06 0 3.68435e-08 0 -------------------------------------------------------------- Initialization seed trial #721 of 1000; initialization seed = 493580946 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 498374 Distortion: 0.0492277 Distortions/cluster: 0.000307974 2.48906e-05 2.03331e-05 4.90368e-05 7.56423e-05 3.99696e-05 0.0446389 0.00391362 2.92997e-05 3.58899e-05 2.13255e-05 2.98939e-05 2.03475e-05 2.05995e-05 Variance: 8.33521e-06 Variances/cluster: 1.71076e-05 5.2954e-08 4.034e-08 8.51064e-08 1.14599e-07 6.86544e-08 0.0422886 0.00391989 6.10362e-08 6.04009e-08 4.02329e-08 7.58668e-08 3.98936e-08 3.52088e-08 -------------------------------------------------------------- Initialization seed trial #722 of 1000; initialization seed = 493580947 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 508314 Distortion: 0.0402439 Distortions/cluster: 2.26286e-05 1.90262e-05 2.36124e-05 7.54433e-05 2.35029e-05 3.96071e-05 0.00028666 4.67043e-05 8.37767e-05 0.00391362 2.37044e-35 6.80765e-05 2.1702e-05 0.0356196 Variance: 6.81407e-06 Variances/cluster: 4.58031e-08 6.74633e-08 5.82969e-08 1.21868e-07 4.05885e-08 4.31882e-08 1.23021e-06 2.74699e-06 9.74973e-08 0.00391989 0 7.62086e-08 3.58077e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #723 of 1000; initialization seed = 493580948 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 573122 Distortion: 0.00943167 Distortions/cluster: 4.10797e-05 2.96461e-05 1.08283e-34 1.27749e-35 2.86463e-05 2.29193e-05 6.81933e-05 0.00872182 8.366e-05 2.14045e-05 8.01568e-05 0.000307974 2.61719e-05 0 Variance: 1.59696e-06 Variances/cluster: 4.39787e-08 6.24078e-08 0 0 7.5181e-08 3.68435e-08 7.6254e-08 0.156503 9.74749e-08 4.07665e-08 1.13526e-07 1.71076e-05 5.31902e-08 0 -------------------------------------------------------------- Initialization seed trial #724 of 1000; initialization seed = 493580949 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 84 BIC score: 573330 Distortion: 0.0094282 Distortions/cluster: 1.27749e-35 3.44908e-05 3.28638e-05 0.000313359 1.08283e-34 5.18241e-05 4.67043e-05 9.36493e-05 0 4.66957e-05 4.27239e-05 2.447e-05 0.00872182 1.9604e-05 Variance: 1.59638e-06 Variances/cluster: 0 6.09179e-08 6.08393e-08 4.79102e-07 0 5.30928e-08 2.74699e-06 1.02005e-07 0 4.51126e-08 7.72522e-08 7.1948e-08 0.156503 6.40449e-08 -------------------------------------------------------------- Initialization seed trial #725 of 1000; initialization seed = 493580950 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 573659 Distortion: 0.00944277 Distortions/cluster: 7.27353e-05 1.17906e-05 1.08283e-34 0.000307974 2.32044e-05 2.55028e-05 0.00872182 1.27749e-35 2.12364e-05 2.33686e-05 8.32809e-05 0 6.81933e-05 8.366e-05 Variance: 1.59884e-06 Variances/cluster: 5.05056e-08 6.23788e-08 0 1.71076e-05 4.21858e-08 5.29059e-08 0.156503 0 6.59465e-08 5.67147e-08 1.12532e-07 0 7.6254e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #726 of 1000; initialization seed = 493580951 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 557040 Distortion: 0.0133469 Distortions/cluster: 6.80765e-05 0 7.63637e-05 4.67043e-05 2.09595e-05 2.50034e-05 1.88362e-05 0.000299913 2.19268e-05 8.37767e-05 0.00391362 2.88442e-05 2.10118e-05 0.00872182 Variance: 2.25988e-06 Variances/cluster: 7.62086e-08 0 1.1465e-07 2.74699e-06 3.55205e-08 5.27451e-08 3.89143e-08 7.55387e-07 4.14459e-08 9.74973e-08 0.00391989 6.12354e-08 4.0095e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #727 of 1000; initialization seed = 493580952 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 498684 Distortion: 0.0492354 Distortions/cluster: 3.94384e-05 2.22078e-05 3.58899e-05 0.0446389 0.00391362 2.17503e-05 4.67043e-05 2.28157e-05 3.99696e-05 0.000278636 2.40633e-05 4.90368e-05 2.52955e-05 7.7011e-05 Variance: 8.3365e-06 Variances/cluster: 4.32876e-08 3.61061e-08 6.04009e-08 0.0422886 0.00391989 3.97591e-08 2.74699e-06 5.73206e-08 6.86544e-08 1.70927e-06 5.00235e-08 8.51064e-08 6.98718e-08 1.17206e-07 -------------------------------------------------------------- Initialization seed trial #728 of 1000; initialization seed = 493580953 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 71 BIC score: 503233 Distortion: 0.0453295 Distortions/cluster: 5.11104e-05 4.31034e-05 2.23127e-05 0.000307974 1.27749e-35 0.0446389 9.41233e-05 1.073e-05 1.08283e-34 2.96641e-05 4.64237e-05 4.27181e-05 1.92731e-05 2.31679e-05 Variance: 7.67516e-06 Variances/cluster: 5.27943e-08 7.72401e-08 4.89156e-08 1.71076e-05 0 0.0422886 1.0241e-07 5.50079e-08 0 6.07671e-08 4.50675e-08 6.48171e-08 6.44378e-08 7.376e-08 -------------------------------------------------------------- Initialization seed trial #729 of 1000; initialization seed = 493580954 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 67 BIC score: 502738 Distortion: 0.0453417 Distortions/cluster: 2.21472e-05 7.57217e-05 2.14759e-05 2.07121e-05 6.80765e-05 1.27749e-35 2.86463e-05 8.37767e-05 2.57455e-05 0.000307974 0.0446389 2.94324e-05 1.08283e-34 1.90411e-05 Variance: 7.67722e-06 Variances/cluster: 4.13157e-08 1.15772e-07 4.02886e-08 3.53408e-08 7.62086e-08 0 7.5181e-08 9.74973e-08 5.26445e-08 1.71076e-05 0.0422886 6.24842e-08 0 3.93377e-08 -------------------------------------------------------------- Initialization seed trial #730 of 1000; initialization seed = 493580955 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 498974 Distortion: 0.0492389 Distortions/cluster: 2.87034e-05 2.33408e-05 9.48599e-05 0.0446389 1.06222e-05 2.22466e-05 2.78453e-05 1.92731e-05 0.00391362 2.96641e-05 4.36199e-05 0.000297259 4.67043e-05 4.22095e-05 Variance: 8.3371e-06 Variances/cluster: 7.51338e-08 7.38402e-08 1.00799e-07 0.0422886 5.47363e-08 4.88778e-08 5.4487e-08 6.44378e-08 0.00391989 6.07671e-08 4.44155e-08 6.57599e-07 2.74699e-06 4.87353e-08 -------------------------------------------------------------- Initialization seed trial #731 of 1000; initialization seed = 493580956 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 527449 Distortion: 0.0260202 Distortions/cluster: 2.89397e-05 0.00391362 1.86974e-05 0 4.67043e-05 2.37044e-35 0.000118314 2.40942e-05 0.000300601 2.19237e-05 0.0214249 2.49067e-05 2.07597e-05 7.6693e-05 Variance: 4.40572e-06 Variances/cluster: 6.07928e-08 0.00391989 3.89494e-08 0 2.74699e-06 0 1.1023e-07 4.58892e-08 7.51441e-07 4.1284e-08 3.18719e-05 5.29882e-08 3.53015e-08 1.13947e-07 -------------------------------------------------------------- Initialization seed trial #732 of 1000; initialization seed = 493580957 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 502719 Distortion: 0.0453212 Distortions/cluster: 3.73047e-05 1.08283e-34 2.86463e-05 0.0446389 2.29193e-05 4.07957e-05 4.67839e-05 7.8852e-05 2.14045e-05 4.17764e-05 2.61719e-05 2.96461e-05 1.27749e-35 0.000307974 Variance: 7.67375e-06 Variances/cluster: 6.0737e-08 0 7.5181e-08 0.0422886 3.68435e-08 6.98334e-08 8.44208e-08 1.11995e-07 4.07665e-08 4.46767e-08 5.31902e-08 6.24078e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #733 of 1000; initialization seed = 493580958 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 557515 Distortion: 0.0133246 Distortions/cluster: 2.06002e-05 0.00872182 4.81563e-05 2.31325e-05 9.44479e-05 0.00391362 4.94716e-05 2.42703e-05 4.4522e-05 1.44798e-05 2.11957e-05 4.08682e-05 0 0.000307974 Variance: 2.25611e-06 Variances/cluster: 4.84553e-08 0.156503 5.11158e-08 5.91436e-08 1.01005e-07 0.00391989 8.03046e-08 6.23709e-08 4.47417e-08 5.81331e-08 7.11044e-08 6.32579e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #734 of 1000; initialization seed = 493580959 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 498856 Distortion: 0.0492048 Distortions/cluster: 2.36116e-05 1.96059e-05 3.48496e-05 0.000300791 2.07945e-05 3.34357e-05 0.0446389 3.26589e-05 0.00391362 3.77533e-05 4.05644e-05 3.36592e-05 3.64804e-05 3.80062e-05 Variance: 8.33132e-06 Variances/cluster: 6.96288e-08 6.42612e-08 5.79811e-08 1.87971e-05 3.52409e-08 5.91588e-08 0.0422886 3.84642e-08 0.00391989 4.46745e-08 3.37998e-07 6.21968e-08 5.74438e-08 7.64653e-08 -------------------------------------------------------------- Initialization seed trial #735 of 1000; initialization seed = 493580960 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 557016 Distortion: 0.0133302 Distortions/cluster: 4.67043e-05 3.67128e-05 0.000298991 3.48004e-05 4.07957e-05 6.21678e-05 0 4.3377e-05 0.00391362 0.00872182 2.48487e-05 3.07693e-05 4.67839e-05 2.87715e-05 Variance: 2.25705e-06 Variances/cluster: 2.74699e-06 5.98708e-08 6.29402e-07 4.18237e-08 6.98334e-08 9.72803e-08 0 7.63613e-08 0.00391989 0.156503 4.92985e-08 4.18582e-08 8.44208e-08 7.51155e-08 -------------------------------------------------------------- Initialization seed trial #736 of 1000; initialization seed = 493580961 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 57 BIC score: 572971 Distortion: 0.00943725 Distortions/cluster: 1.92196e-05 2.24485e-05 8.07411e-05 0 6.80765e-05 2.03946e-05 1.27749e-35 4.12991e-05 8.37767e-05 0.000307974 4.23707e-05 1.08283e-34 0.00872182 2.91294e-05 Variance: 1.59791e-06 Variances/cluster: 3.97064e-08 4.19562e-08 1.07502e-07 0 7.62086e-08 3.5159e-08 0 6.30466e-08 9.74973e-08 1.71076e-05 7.73126e-08 0 0.156503 5.00457e-08 -------------------------------------------------------------- Initialization seed trial #737 of 1000; initialization seed = 493580962 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 74 BIC score: 498711 Distortion: 0.0492563 Distortions/cluster: 2.34966e-05 4.67043e-05 1.95675e-05 7.22221e-05 0.0446389 2.02608e-05 6.81933e-05 0.000285349 2.1273e-05 8.366e-05 2.02688e-05 1.84108e-05 0.00391362 2.43043e-05 Variance: 8.34004e-06 Variances/cluster: 5.52812e-08 2.74699e-06 3.85153e-08 1.25157e-07 0.0422886 3.48084e-08 7.6254e-08 1.3333e-06 4.65454e-08 9.74749e-08 4.04531e-08 6.71873e-08 0.00391989 4.07752e-08 -------------------------------------------------------------- Initialization seed trial #738 of 1000; initialization seed = 493580963 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 573331 Distortion: 0.00942821 Distortions/cluster: 3.44908e-05 5.15926e-05 1.92126e-05 3.28638e-05 4.27239e-05 1.27749e-35 9.37256e-05 0.0003133 4.69173e-05 1.08283e-34 2.4864e-05 0.00872182 4.67043e-05 0 Variance: 1.59638e-06 Variances/cluster: 6.09179e-08 5.32924e-08 6.35975e-08 6.08393e-08 7.72522e-08 0 1.01977e-07 4.79744e-07 4.4979e-08 0 7.22565e-08 0.156503 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #739 of 1000; initialization seed = 493580964 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 63 BIC score: 498973 Distortion: 0.0492389 Distortions/cluster: 9.48599e-05 2.23127e-05 2.78453e-05 4.22095e-05 0.00391362 4.36199e-05 0.000297259 1.91944e-05 0.0446389 2.87034e-05 2.30833e-05 1.08941e-05 2.96641e-05 4.67043e-05 Variance: 8.3371e-06 Variances/cluster: 1.00799e-07 4.89156e-08 5.4487e-08 4.87353e-08 0.00391989 4.44155e-08 6.57599e-07 6.439e-08 0.0422886 7.51338e-08 7.37255e-08 5.52826e-08 6.07671e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #740 of 1000; initialization seed = 493580965 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 68 BIC score: 499638 Distortion: 0.0489746 Distortions/cluster: 6.6306e-05 3.78274e-05 2.35247e-05 4.81569e-35 1.92403e-05 0.00391362 0.0446389 8.33627e-05 4.67043e-05 3.33853e-05 2.95988e-05 2.86463e-05 2.2302e-05 3.11248e-05 Variance: 8.29234e-06 Variances/cluster: 7.43933e-08 3.00181e-07 4.86004e-08 2.67973e-31 3.98312e-08 0.00391989 0.0422886 9.73555e-08 2.74699e-06 3.89981e-08 6.24396e-08 7.5181e-08 3.63182e-08 4.31652e-08 -------------------------------------------------------------- Initialization seed trial #741 of 1000; initialization seed = 493580966 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 0.000297453 2.16866e-05 4.67839e-05 0.0446389 3.73047e-05 2.29791e-05 1.27749e-35 2.7094e-05 4.07957e-05 7.89067e-05 1.08283e-34 4.67043e-05 2.86012e-05 4.20705e-05 Variance: 7.67513e-06 Variances/cluster: 6.63905e-07 4.09915e-08 8.44208e-08 0.0422886 6.0737e-08 3.68804e-08 0 5.30168e-08 6.98334e-08 1.11914e-07 0 2.74699e-06 7.50627e-08 4.48473e-08 -------------------------------------------------------------- Initialization seed trial #742 of 1000; initialization seed = 493580967 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 42 BIC score: 573023 Distortion: 0.00941681 Distortions/cluster: 3.61391e-05 4.94716e-05 7.90098e-05 0 2.29287e-05 4.29356e-05 0.00872182 4.90368e-05 4.0274e-05 1.27749e-35 2.54384e-05 4.1779e-05 0.000307974 1.08283e-34 Variance: 1.59445e-06 Variances/cluster: 6.1129e-08 8.03046e-08 1.10185e-07 0 4.26936e-08 4.53345e-08 0.156503 8.51064e-08 6.8705e-08 0 3.87737e-08 6.32003e-08 1.71076e-05 0 -------------------------------------------------------------- Initialization seed trial #743 of 1000; initialization seed = 493580968 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 573037 Distortion: 0.00941674 Distortions/cluster: 3.69625e-05 0.00872182 2.17441e-05 8.62562e-05 3.93613e-05 1.08283e-34 0 3.58899e-05 1.27749e-35 3.79002e-05 0.000307974 4.90368e-05 3.99696e-05 3.98296e-05 Variance: 1.59444e-06 Variances/cluster: 5.75683e-08 0.156503 3.59365e-08 1.02922e-07 7.65724e-08 0 0 6.04009e-08 0 6.03455e-08 1.71076e-05 8.51064e-08 6.86544e-08 4.38614e-08 -------------------------------------------------------------- Initialization seed trial #744 of 1000; initialization seed = 493580969 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 498744 Distortion: 0.0492484 Distortions/cluster: 1.25053e-05 2.0278e-05 1.93661e-05 2.03275e-05 0.000307974 2.22907e-05 7.67359e-05 0.00391362 6.81933e-05 8.366e-05 0.0446389 2.04531e-05 2.06268e-05 2.3414e-05 Variance: 8.3387e-06 Variances/cluster: 6.12955e-08 3.48979e-08 7.41939e-08 4.03288e-08 1.71076e-05 5.00873e-08 1.1401e-07 0.00391989 7.6254e-08 9.74749e-08 0.0422886 4.01006e-08 3.99706e-08 5.33299e-08 -------------------------------------------------------------- Initialization seed trial #745 of 1000; initialization seed = 493580970 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 573150 Distortion: 0.00942886 Distortions/cluster: 2.88994e-05 4.2689e-05 0 9.76722e-05 3.99696e-05 3.58899e-05 4.90368e-05 0.00872182 1.27749e-35 2.87715e-05 4.67043e-05 0.000299669 3.77383e-05 1.08283e-34 Variance: 1.59649e-06 Variances/cluster: 5.60016e-08 4.44638e-08 0 1.0027e-07 6.86544e-08 6.04009e-08 8.51064e-08 0.156503 0 7.51155e-08 2.74699e-06 6.14026e-07 4.62995e-08 0 -------------------------------------------------------------- Initialization seed trial #746 of 1000; initialization seed = 493580971 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 573154 Distortion: 0.00942885 Distortions/cluster: 2.85345e-05 3.99696e-05 4.29557e-05 2.87715e-05 3.80351e-05 4.90368e-05 3.58899e-05 1.08283e-34 0.000299528 1.27749e-35 9.76081e-05 4.67043e-05 0 0.00872182 Variance: 1.59649e-06 Variances/cluster: 5.57265e-08 6.86544e-08 4.4556e-08 7.51155e-08 4.64357e-08 8.51064e-08 6.04009e-08 0 6.17534e-07 0 1.00308e-07 2.74699e-06 0 0.156503 -------------------------------------------------------------- Initialization seed trial #747 of 1000; initialization seed = 493580972 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 573435 Distortion: 0.00944933 Distortions/cluster: 1.08283e-34 1.27749e-35 0.00872182 1.12945e-05 4.28e-05 9.82964e-05 1.71648e-05 6.81933e-05 2.73598e-05 3.62567e-05 4.67043e-05 0 8.366e-05 0.000295777 Variance: 1.59995e-06 Variances/cluster: 0 0 0.156503 6.1378e-08 4.46259e-08 1.00704e-07 6.17392e-08 7.6254e-08 5.69944e-08 4.53158e-08 2.74699e-06 0 9.74749e-08 6.44341e-07 -------------------------------------------------------------- Initialization seed trial #748 of 1000; initialization seed = 493580973 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 508854 Distortion: 0.0399668 Distortions/cluster: 0.00391362 3.93613e-05 3.79002e-05 3.98296e-05 4.81569e-35 2.37044e-35 2.17441e-05 3.73047e-05 0.0356196 4.67043e-05 4.67839e-05 3.69625e-05 8.62562e-05 4.07957e-05 Variance: 6.76715e-06 Variances/cluster: 0.00391989 7.65724e-08 6.03455e-08 4.38614e-08 2.67973e-31 0 3.59365e-08 6.0737e-08 0.035575 2.74699e-06 8.44208e-08 5.75683e-08 1.02922e-07 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #749 of 1000; initialization seed = 493580974 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 77 BIC score: 558915 Distortion: 0.0130571 Distortions/cluster: 4.02654e-05 4.81569e-35 4.75007e-05 4.09756e-05 3.57241e-05 3.65748e-05 3.68982e-05 4.67043e-05 4.70304e-05 0.00872182 4.74532e-05 0.00391362 0 4.24828e-05 Variance: 2.21081e-06 Variances/cluster: 6.94009e-08 2.67973e-31 4.90161e-08 6.13353e-08 2.95206e-07 5.98409e-08 4.01905e-08 2.74699e-06 7.99773e-08 0.156503 8.47111e-08 0.00391989 0 4.87133e-08 -------------------------------------------------------------- Initialization seed trial #750 of 1000; initialization seed = 493580975 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 502706 Distortion: 0.0453212 Distortions/cluster: 0.0446389 2.25481e-05 1.27749e-35 4.67839e-05 2.57254e-05 0.000307974 4.07957e-05 7.89562e-05 3.00268e-05 1.08283e-34 3.73047e-05 2.1872e-05 2.97647e-05 4.05059e-05 Variance: 7.67375e-06 Variances/cluster: 0.0422886 3.64814e-08 0 8.44208e-08 5.38139e-08 1.71076e-05 6.98334e-08 1.14088e-07 7.58193e-08 0 6.0737e-08 4.08784e-08 6.11135e-08 4.36447e-08 -------------------------------------------------------------- Initialization seed trial #751 of 1000; initialization seed = 493580976 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 1.27749e-35 1.08283e-34 4.81569e-35 8.37767e-05 2.86463e-05 2.14045e-05 2.96461e-05 4.67043e-05 2.29193e-05 8.01568e-05 0.0446389 4.10797e-05 6.80765e-05 2.61719e-05 Variance: 7.63419e-06 Variances/cluster: 0 0 2.67973e-31 9.74973e-08 7.5181e-08 4.07665e-08 6.24078e-08 2.74699e-06 3.68435e-08 1.13526e-07 0.0422886 4.39787e-08 7.62086e-08 5.31902e-08 -------------------------------------------------------------- Initialization seed trial #752 of 1000; initialization seed = 493580977 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 54 BIC score: 605079 Distortion: 0.00461093 Distortions/cluster: 0 3.27527e-05 4.64237e-05 4.31422e-05 2.43786e-05 0.00391362 0.000307974 3.44908e-05 5.11104e-05 9.64317e-35 4.31034e-05 2.37044e-35 9.41233e-05 1.98062e-05 Variance: 7.80719e-07 Variances/cluster: 0 6.07463e-08 4.50675e-08 6.53614e-08 7.18907e-08 0.00391989 1.71076e-05 6.09179e-08 5.27943e-08 6.86694e-32 7.72401e-08 0 1.0241e-07 6.42853e-08 -------------------------------------------------------------- Initialization seed trial #753 of 1000; initialization seed = 493580978 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 61 BIC score: 503099 Distortion: 0.0453207 Distortions/cluster: 6.81933e-05 8.366e-05 2.22203e-05 0.0446389 3.00268e-05 2.51196e-05 4.27926e-05 2.97647e-05 1.27749e-35 1.94469e-05 3.28826e-05 0.000296857 3.08604e-05 1.08283e-34 Variance: 7.67368e-06 Variances/cluster: 7.6254e-08 9.74749e-08 3.62443e-08 0.0422886 7.58193e-08 5.28786e-08 3.68859e-07 6.11135e-08 0 3.97649e-08 3.87276e-08 1.9788e-05 4.33394e-08 0 -------------------------------------------------------------- Initialization seed trial #754 of 1000; initialization seed = 493580979 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 74 BIC score: 557358 Distortion: 0.0133202 Distortions/cluster: 3.70447e-05 2.51385e-05 2.74568e-05 0 3.44908e-05 3.27799e-05 1.90236e-05 3.00803e-05 0.000307974 0.00391362 3.08605e-05 0.00872182 9.70233e-05 4.29076e-05 Variance: 2.25537e-06 Variances/cluster: 4.5899e-08 7.24227e-08 5.62588e-08 0 6.09179e-08 6.07967e-08 6.33916e-08 7.57631e-08 1.71076e-05 0.00391989 6.08638e-08 0.156503 9.98093e-08 4.45522e-08 -------------------------------------------------------------- Initialization seed trial #755 of 1000; initialization seed = 493580980 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 74 BIC score: 498994 Distortion: 0.0492139 Distortions/cluster: 2.51399e-05 3.00268e-05 1.8854e-05 2.58748e-05 3.70588e-05 3.36824e-05 4.9947e-05 0.000300841 3.26327e-05 0.0446389 3.0528e-05 4.67043e-05 3.00347e-05 0.00391362 Variance: 8.33286e-06 Variances/cluster: 7.24266e-08 7.58193e-08 6.32482e-08 5.24796e-08 4.08101e-08 5.91764e-08 5.01936e-08 2.54921e-06 6.08624e-08 0.0422886 6.08078e-08 2.74699e-06 4.14796e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #756 of 1000; initialization seed = 493580981 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 65 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 4.67043e-05 2.86463e-05 1.27749e-35 2.29193e-05 2.96461e-05 0.0446389 2.61719e-05 6.81933e-05 1.08283e-34 8.366e-05 4.81569e-35 4.10797e-05 2.14045e-05 8.01568e-05 Variance: 7.63419e-06 Variances/cluster: 2.74699e-06 7.5181e-08 0 3.68435e-08 6.24078e-08 0.0422886 5.31902e-08 7.6254e-08 0 9.74749e-08 2.67973e-31 4.39787e-08 4.07665e-08 1.13526e-07 -------------------------------------------------------------- Initialization seed trial #757 of 1000; initialization seed = 493580982 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 502753 Distortion: 0.0453232 Distortions/cluster: 7.8565e-05 0.0446389 4.94716e-05 4.29356e-05 2.1474e-05 2.29287e-05 3.33079e-05 0.000307974 2.62273e-05 1.27749e-35 1.08283e-34 2.54384e-05 3.41628e-05 4.1779e-05 Variance: 7.67409e-06 Variances/cluster: 1.09718e-07 0.0422886 8.03046e-08 4.53345e-08 4.74936e-08 4.26936e-08 8.00416e-08 1.71076e-05 6.12585e-08 0 0 3.87737e-08 7.4731e-08 6.32003e-08 -------------------------------------------------------------- Initialization seed trial #758 of 1000; initialization seed = 493580983 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 78 BIC score: 557473 Distortion: 0.0133174 Distortions/cluster: 3.32602e-05 4.17482e-05 0.00391362 2.95988e-05 6.73163e-05 2.39374e-05 8.366e-05 0.000300791 3.13821e-05 0 1.92403e-05 2.23668e-05 0.00872182 2.86463e-05 Variance: 2.25489e-06 Variances/cluster: 3.88975e-08 3.39376e-07 0.00391989 6.24396e-08 7.54422e-08 4.9453e-08 9.74749e-08 1.87971e-05 4.34016e-08 0 3.98312e-08 3.63646e-08 0.156503 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #759 of 1000; initialization seed = 493580984 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 82 BIC score: 502950 Distortion: 0.045312 Distortions/cluster: 3.67128e-05 4.67839e-05 3.84375e-05 0.0446389 4.67043e-05 3.15928e-05 1.08283e-34 3.29741e-05 3.91365e-05 0.000300632 3.80878e-05 2.11853e-05 4.07957e-05 1.27749e-35 Variance: 7.67219e-06 Variances/cluster: 5.98708e-08 8.44208e-08 4.66434e-08 0.0422886 2.74699e-06 5.12821e-08 0 3.86533e-08 7.6582e-08 2.56921e-06 6.13278e-08 3.56614e-08 6.98334e-08 0 -------------------------------------------------------------- Initialization seed trial #760 of 1000; initialization seed = 493580985 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 503831 Distortion: 0.0450749 Distortions/cluster: 4.22437e-05 4.67043e-05 4.91981e-05 1.94952e-05 9.46155e-05 2.36116e-05 0.0446389 3.48071e-05 4.72422e-05 4.45648e-05 3.35214e-05 4.81569e-35 1.27749e-35 1.08283e-34 Variance: 7.63206e-06 Variances/cluster: 6.36145e-08 2.74699e-06 5.15647e-08 6.41085e-08 1.0151e-07 6.96288e-08 0.0422886 6.09382e-08 8.00651e-08 4.47847e-08 6.22874e-08 2.67973e-31 0 0 -------------------------------------------------------------- Initialization seed trial #761 of 1000; initialization seed = 493580986 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 67 BIC score: 503672 Distortion: 0.0450764 Distortions/cluster: 4.07184e-05 4.67043e-05 1.08283e-34 4.81569e-35 3.08605e-05 2.74568e-05 4.29076e-05 9.75704e-05 1.27749e-35 3.72578e-05 3.70447e-05 3.00803e-05 4.6908e-05 0.0446389 Variance: 7.63231e-06 Variances/cluster: 6.9701e-08 2.74699e-06 0 2.67973e-31 6.08638e-08 5.62588e-08 4.45522e-08 1.00269e-07 0 6.07595e-08 4.5899e-08 7.57631e-08 8.44922e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #762 of 1000; initialization seed = 493580987 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 503237 Distortion: 0.0453382 Distortions/cluster: 4.80076e-05 1.231e-05 1.08283e-34 0.000313047 1.3329e-05 0.0446389 4.67043e-05 2.49619e-05 2.51858e-05 4.2613e-05 9.36403e-05 5.09818e-05 1.27749e-35 2.84981e-05 Variance: 7.67663e-06 Variances/cluster: 4.52008e-08 5.61921e-08 0 4.82311e-07 5.37287e-08 0.0422886 2.74699e-06 5.40126e-08 7.36195e-08 7.76131e-08 1.02107e-07 5.31557e-08 0 5.93515e-08 -------------------------------------------------------------- Initialization seed trial #763 of 1000; initialization seed = 493580988 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 2.86012e-05 6.80765e-05 2.29791e-05 7.95166e-05 8.37767e-05 4.67043e-05 1.27749e-35 0.000297453 0 1.08283e-34 4.20705e-05 2.7094e-05 0.00872182 2.16866e-05 Variance: 1.59834e-06 Variances/cluster: 7.50627e-08 7.62086e-08 3.68804e-08 1.12619e-07 9.74973e-08 2.74699e-06 0 6.63905e-07 0 0 4.48473e-08 5.30168e-08 0.156503 4.09915e-08 -------------------------------------------------------------- Initialization seed trial #764 of 1000; initialization seed = 493580989 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 573706 Distortion: 0.00944284 Distortions/cluster: 6.81933e-05 0 8.366e-05 8.46737e-05 1.72269e-05 1.27749e-35 0.000307974 7.37681e-05 0.00872182 1.08283e-34 2.58511e-05 2.34469e-05 1.15575e-05 2.46666e-05 Variance: 1.59886e-06 Variances/cluster: 7.6254e-08 0 9.74749e-08 1.1053e-07 6.3563e-08 0 1.71076e-05 5.07995e-08 0.156503 0 5.61933e-08 4.2939e-08 6.17997e-08 5.44468e-08 -------------------------------------------------------------- Initialization seed trial #765 of 1000; initialization seed = 493580990 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 558631 Distortion: 0.013073 Distortions/cluster: 3.08605e-05 2.74568e-05 4.67839e-05 4.67043e-05 4.07957e-05 3.00803e-05 4.29076e-05 0 4.81569e-35 0.00872182 9.75704e-05 3.73047e-05 3.70447e-05 0.00391362 Variance: 2.2135e-06 Variances/cluster: 6.08638e-08 5.62588e-08 8.44208e-08 2.74699e-06 6.98334e-08 7.57631e-08 4.45522e-08 0 2.67973e-31 0.156503 1.00269e-07 6.0737e-08 4.5899e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #766 of 1000; initialization seed = 493580991 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 499274 Distortion: 0.0489736 Distortions/cluster: 3.58899e-05 4.81569e-35 2.29193e-05 4.67043e-05 2.14045e-05 2.96461e-05 4.17764e-05 4.90368e-05 0.0446389 2.61719e-05 3.99696e-05 7.8852e-05 2.86463e-05 0.00391362 Variance: 8.29217e-06 Variances/cluster: 6.04009e-08 2.67973e-31 3.68435e-08 2.74699e-06 4.07665e-08 6.24078e-08 4.46767e-08 8.51064e-08 0.0422886 5.31902e-08 6.86544e-08 1.11995e-07 7.5181e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #767 of 1000; initialization seed = 493580992 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 498512 Distortion: 0.049237 Distortions/cluster: 2.23262e-05 0.00391362 3.99696e-05 1.94924e-05 0.0446389 7.29022e-05 4.90368e-05 4.67043e-05 1.56708e-05 3.58899e-05 2.38446e-05 3.34935e-05 2.86012e-05 0.00029649 Variance: 8.33677e-06 Variances/cluster: 4.01513e-08 0.00391989 6.86544e-08 3.7845e-08 0.0422886 1.21493e-07 8.51064e-08 2.74699e-06 5.22306e-08 6.04009e-08 4.87576e-08 3.88071e-08 7.50627e-08 6.89457e-07 -------------------------------------------------------------- Initialization seed trial #768 of 1000; initialization seed = 493580993 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 502717 Distortion: 0.0453293 Distortions/cluster: 4.1464e-05 4.67839e-05 2.20486e-05 7.91387e-05 0.000297453 2.86012e-05 3.73047e-05 1.27749e-35 4.07957e-05 4.67043e-05 2.29893e-05 0.0446389 1.08283e-34 2.7094e-05 Variance: 7.67513e-06 Variances/cluster: 4.41538e-08 8.44208e-08 4.11314e-08 1.13532e-07 6.63905e-07 7.50627e-08 6.0737e-08 0 6.98334e-08 2.74699e-06 3.68968e-08 0.0422886 0 5.30168e-08 -------------------------------------------------------------- Initialization seed trial #769 of 1000; initialization seed = 493580994 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 573433 Distortion: 0.00944933 Distortions/cluster: 6.81933e-05 1.08283e-34 0.000295276 1.15485e-05 0 3.62567e-05 2.73598e-05 4.67043e-05 1.74113e-05 8.366e-05 4.28e-05 9.82964e-05 1.27749e-35 0.00872182 Variance: 1.59995e-06 Variances/cluster: 7.6254e-08 0 6.44655e-07 6.14228e-08 0 4.53158e-08 5.69944e-08 2.74699e-06 6.3309e-08 9.74749e-08 4.46259e-08 1.00704e-07 0 0.156503 -------------------------------------------------------------- Initialization seed trial #770 of 1000; initialization seed = 493580995 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 53 BIC score: 502825 Distortion: 0.0453198 Distortions/cluster: 1.94952e-05 0.0446389 4.13048e-05 0.000307974 3.35214e-05 2.45285e-05 3.73976e-05 3.98484e-05 8.43873e-05 3.48071e-05 1.27749e-35 3.39984e-05 1.08283e-34 2.36116e-05 Variance: 7.67352e-06 Variances/cluster: 6.41085e-08 0.0422886 7.70551e-08 1.71076e-05 6.22874e-08 4.04713e-08 4.10475e-08 6.30459e-08 1.03154e-07 6.09382e-08 0 5.3875e-08 0 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #771 of 1000; initialization seed = 493580996 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 558786 Distortion: 0.0130715 Distortions/cluster: 4.67043e-05 1.9219e-05 0.00872182 4.08682e-05 3.44908e-05 3.33158e-05 0 0.00391362 9.48059e-05 4.81569e-35 2.44102e-05 4.94716e-05 4.4522e-05 4.82377e-05 Variance: 2.21326e-06 Variances/cluster: 2.74699e-06 6.38301e-08 0.156503 6.32579e-08 6.09179e-08 6.16762e-08 0 0.00391989 1.01388e-07 2.67973e-31 7.0732e-08 8.03046e-08 4.47417e-08 5.11478e-08 -------------------------------------------------------------- Initialization seed trial #772 of 1000; initialization seed = 493580997 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 557070 Distortion: 0.0133382 Distortions/cluster: 2.86463e-05 1.88872e-05 0 0.000307974 7.65716e-05 2.94324e-05 2.08968e-05 2.56419e-05 2.07978e-05 0.00872182 2.20479e-05 6.80765e-05 0.00391362 8.37767e-05 Variance: 2.25841e-06 Variances/cluster: 7.5181e-08 3.91816e-08 0 1.71076e-05 1.14105e-07 6.24842e-08 3.54744e-08 5.26481e-08 3.9992e-08 0.156503 4.13619e-08 7.62086e-08 0.00391989 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #773 of 1000; initialization seed = 493580998 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 503517 Distortion: 0.0450726 Distortions/cluster: 0.0446389 3.93613e-05 1.27749e-35 4.0051e-05 3.72489e-05 3.72578e-05 2.14667e-05 4.67043e-05 3.77449e-05 4.07184e-05 4.81569e-35 8.61812e-05 4.6908e-05 1.08283e-34 Variance: 7.63166e-06 Variances/cluster: 0.0422886 7.65724e-08 0 4.38636e-08 5.76553e-08 6.07595e-08 3.58333e-08 2.74699e-06 6.02903e-08 6.9701e-08 2.67973e-31 1.02955e-07 8.44922e-08 0 -------------------------------------------------------------- Initialization seed trial #774 of 1000; initialization seed = 493580999 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 508354 Distortion: 0.0402687 Distortions/cluster: 2.6763e-05 2.51385e-05 3.33687e-05 1.90236e-05 3.27799e-05 2.97714e-05 0.00391362 2.90326e-05 0.0356196 0.000186436 2.37044e-35 4.84894e-05 4.76415e-05 0.000257122 Variance: 6.81828e-06 Variances/cluster: 5.47251e-08 7.24227e-08 5.91449e-08 6.33916e-08 6.07967e-08 6.15061e-08 0.00391989 7.5797e-08 0.035575 9.32104e-05 0 5.14148e-08 4.43137e-08 3.3046e-07 -------------------------------------------------------------- Initialization seed trial #775 of 1000; initialization seed = 493581000 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 573345 Distortion: 0.00941909 Distortions/cluster: 0 1.08283e-34 4.22437e-05 0.000307974 4.45648e-05 1.27749e-35 4.91981e-05 4.72422e-05 0.00872182 1.86216e-05 3.2949e-05 2.53737e-05 3.44908e-05 9.46155e-05 Variance: 1.59483e-06 Variances/cluster: 0 0 6.36145e-08 1.71076e-05 4.47847e-08 0 5.15647e-08 8.00651e-08 0.156503 6.31039e-08 6.08843e-08 7.24737e-08 6.09179e-08 1.0151e-07 -------------------------------------------------------------- Initialization seed trial #776 of 1000; initialization seed = 493581001 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 73 BIC score: 503112 Distortion: 0.0453072 Distortions/cluster: 4.67839e-05 0.0446389 3.00268e-05 4.37295e-05 3.0528e-05 1.08283e-34 0.000296857 4.86717e-05 3.67128e-05 2.71289e-05 1.27749e-35 4.07957e-05 3.70588e-05 2.99492e-05 Variance: 7.67138e-06 Variances/cluster: 8.44208e-08 0.0422886 7.58193e-08 3.67433e-07 6.08078e-08 0 1.9788e-05 4.89612e-08 5.98708e-08 5.46904e-08 0 6.98334e-08 4.08101e-08 4.14188e-08 -------------------------------------------------------------- Initialization seed trial #777 of 1000; initialization seed = 493581002 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 498688 Distortion: 0.0492369 Distortions/cluster: 3.73047e-05 7.87224e-05 3.81892e-05 0.0446389 2.57256e-05 4.67043e-05 4.07957e-05 1.69635e-05 2.54469e-05 2.24423e-05 0.000283223 0.00391362 4.67839e-05 2.20538e-05 Variance: 8.33676e-06 Variances/cluster: 6.0737e-08 1.1408e-07 4.1016e-08 0.0422886 7.24607e-08 2.74699e-06 6.98334e-08 7.88935e-08 4.09726e-08 4.76439e-08 9.01908e-07 0.00391989 8.44208e-08 4.10646e-08 -------------------------------------------------------------- Initialization seed trial #778 of 1000; initialization seed = 493581003 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 503316 Distortion: 0.0453402 Distortions/cluster: 1.27749e-35 4.67839e-05 7.33985e-05 4.67043e-05 0.000286683 1.08283e-34 3.78634e-05 2.31682e-05 2.44303e-05 2.24246e-05 8.35689e-05 1.54704e-05 0.0446389 4.07957e-05 Variance: 7.67697e-06 Variances/cluster: 0 8.44208e-08 5.06496e-08 2.74699e-06 1.19942e-06 0 6.15463e-08 4.27416e-08 5.52671e-08 4.8745e-08 1.09231e-07 6.52705e-08 0.0422886 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #779 of 1000; initialization seed = 493581004 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 19 BIC score: 498850 Distortion: 0.0492116 Distortions/cluster: 1.91074e-05 3.81223e-05 3.36824e-05 3.50967e-05 2.05556e-05 3.97025e-05 3.51814e-05 3.35214e-05 3.26153e-05 0.000300762 2.40007e-05 0.0446389 0.00391362 4.67043e-05 Variance: 8.33247e-06 Variances/cluster: 6.36709e-08 7.63913e-08 5.91764e-08 5.81023e-08 3.50738e-08 4.70926e-08 5.51379e-08 6.22874e-08 3.84581e-08 2.54854e-06 6.9951e-08 0.0422886 0.00391989 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #780 of 1000; initialization seed = 493581005 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 557373 Distortion: 0.0133016 Distortions/cluster: 4.07957e-05 3.87587e-05 3.74363e-05 3.39986e-05 0.00391362 0 2.04581e-05 0.000300791 4.67839e-05 0.00872182 3.75209e-05 4.05644e-05 3.23783e-05 3.67128e-05 Variance: 2.25222e-06 Variances/cluster: 6.98334e-08 7.6441e-08 4.45102e-08 5.3705e-08 0.00391989 0 3.4967e-08 1.87971e-05 8.44208e-08 0.156503 6.18084e-08 3.37998e-07 3.83596e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #781 of 1000; initialization seed = 493581006 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 504026 Distortion: 0.045075 Distortions/cluster: 3.00268e-05 2.51325e-05 1.08283e-34 3.03365e-05 4.81569e-35 4.84821e-05 1.27749e-35 0.0446389 3.76742e-05 3.78274e-05 6.6306e-05 4.67043e-05 3.01919e-05 8.33627e-05 Variance: 7.63206e-06 Variances/cluster: 7.58193e-08 5.12861e-08 0 6.09117e-08 2.67973e-31 4.88196e-08 0 0.0422886 4.13512e-08 3.00181e-07 7.43933e-08 2.74699e-06 4.15819e-08 9.73555e-08 -------------------------------------------------------------- Initialization seed trial #782 of 1000; initialization seed = 493581007 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 513110 Distortion: 0.0363144 Distortions/cluster: 1.08283e-34 0.000307974 2.16569e-05 4.00386e-05 0.0356196 4.07184e-05 3.94387e-05 3.45862e-05 2.37044e-35 4.02578e-05 3.72578e-05 8.60613e-05 1.27749e-35 4.6908e-05 Variance: 6.14874e-06 Variances/cluster: 0 1.71076e-05 3.59707e-08 4.38501e-08 0.035575 6.9701e-08 6.26952e-08 5.46333e-08 0 7.68217e-08 6.07595e-08 1.03182e-07 0 8.44922e-08 -------------------------------------------------------------- Initialization seed trial #783 of 1000; initialization seed = 493581008 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 499103 Distortion: 0.0492575 Distortions/cluster: 4.67043e-05 1.80151e-05 6.70142e-05 1.05476e-05 0.000279936 1.51269e-05 2.26435e-05 0.00391362 2.13543e-05 8.21566e-05 2.12707e-05 7.88922e-05 0.0446389 4.134e-05 Variance: 8.34025e-06 Variances/cluster: 2.74699e-06 9.00676e-08 7.51036e-08 6.09636e-08 1.03671e-06 5.77317e-08 3.65765e-08 0.00391989 4.65194e-08 9.60592e-08 4.06667e-08 1.12053e-07 0.0422886 4.44956e-08 -------------------------------------------------------------- Initialization seed trial #784 of 1000; initialization seed = 493581009 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 57 BIC score: 605082 Distortion: 0.00461093 Distortions/cluster: 2.36116e-05 5.11104e-05 0.00391362 4.31034e-05 1.94952e-05 0.000307974 0 4.64237e-05 2.37044e-35 3.35214e-05 9.41233e-05 9.64317e-35 4.31422e-05 3.48071e-05 Variance: 7.8072e-07 Variances/cluster: 6.96288e-08 5.27943e-08 0.00391989 7.72401e-08 6.41085e-08 1.71076e-05 0 4.50675e-08 0 6.22874e-08 1.0241e-07 6.86694e-32 6.53614e-08 6.09382e-08 -------------------------------------------------------------- Initialization seed trial #785 of 1000; initialization seed = 493581010 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 502712 Distortion: 0.0453212 Distortions/cluster: 0.0446389 4.08461e-05 2.61316e-05 2.90326e-05 0.000307974 4.90368e-05 1.08283e-34 1.27749e-35 2.93543e-05 4.0274e-05 7.84947e-05 3.61391e-05 2.19964e-05 2.29958e-05 Variance: 7.67375e-06 Variances/cluster: 0.0422886 4.38224e-08 5.32163e-08 7.5797e-08 1.71076e-05 8.51064e-08 0 0 6.17935e-08 6.8705e-08 1.13421e-07 6.1129e-08 4.09577e-08 3.69071e-08 -------------------------------------------------------------- Initialization seed trial #786 of 1000; initialization seed = 493581011 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 498737 Distortion: 0.0492353 Distortions/cluster: 0.000277029 2.17464e-05 7.89562e-05 4.67043e-05 4.05638e-05 0.00391362 2.06242e-05 4.67839e-05 3.73047e-05 4.07957e-05 0.0446389 2.22014e-05 2.42581e-05 2.58364e-05 Variance: 8.3365e-06 Variances/cluster: 1.92365e-06 4.07962e-08 1.14088e-07 2.74699e-06 4.36601e-08 0.00391989 6.40454e-08 8.44208e-08 6.0737e-08 6.98334e-08 0.0422886 3.62135e-08 5.42637e-08 5.69037e-08 -------------------------------------------------------------- Initialization seed trial #787 of 1000; initialization seed = 493581012 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 498916 Distortion: 0.0492375 Distortions/cluster: 8.366e-05 2.93805e-05 0.000291424 6.73163e-05 1.93845e-05 4.35604e-05 2.28073e-05 0.0446389 2.88627e-05 1.91882e-05 3.93731e-05 0.00391362 2.05342e-05 1.94397e-05 Variance: 8.33686e-06 Variances/cluster: 9.74749e-08 5.52211e-08 9.58558e-07 7.54422e-08 3.65713e-08 2.7222e-06 4.46288e-08 0.0422886 3.71431e-08 3.89969e-08 3.20069e-07 0.00391989 3.50372e-08 6.89294e-08 -------------------------------------------------------------- Initialization seed trial #788 of 1000; initialization seed = 493581013 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 63 BIC score: 688511 Distortion: 0.000711308 Distortions/cluster: 0 4.31422e-05 4.64237e-05 4.67839e-05 1.08283e-34 4.31034e-05 5.11104e-05 1.27749e-35 9.46698e-05 9.64317e-35 4.07957e-05 3.73047e-05 2.37044e-35 0.000307974 Variance: 1.20438e-07 Variances/cluster: 0 6.53614e-08 4.50675e-08 8.44208e-08 0 7.72401e-08 5.27943e-08 0 1.02893e-07 6.86694e-32 6.98334e-08 6.0737e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #789 of 1000; initialization seed = 493581014 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 72 BIC score: 498949 Distortion: 0.0492388 Distortions/cluster: 2.4081e-05 2.74111e-05 3.05095e-05 4.29076e-05 0.00391362 3.70447e-05 9.70233e-05 4.67043e-05 1.19718e-05 2.6026e-05 1.27517e-05 0.0446389 0.000300387 2.94601e-05 Variance: 8.33708e-06 Variances/cluster: 7.10133e-08 5.62806e-08 6.05299e-08 4.45522e-08 0.00391989 4.5899e-08 9.98093e-08 2.74699e-06 5.56649e-08 5.70561e-08 5.22441e-08 0.0422886 7.47171e-07 5.92563e-08 -------------------------------------------------------------- Initialization seed trial #790 of 1000; initialization seed = 493581015 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 557345 Distortion: 0.0133285 Distortions/cluster: 4.67043e-05 0 0.00872182 2.36116e-05 0.000299528 4.29557e-05 1.96059e-05 3.44908e-05 2.85345e-05 3.80351e-05 0.00391362 2.87715e-05 3.37267e-05 9.7061e-05 Variance: 2.25677e-06 Variances/cluster: 2.74699e-06 0 0.156503 6.96288e-08 6.17534e-07 4.4556e-08 6.42612e-08 6.09179e-08 5.57265e-08 4.64357e-08 0.00391989 7.51155e-08 6.22065e-08 9.98481e-08 -------------------------------------------------------------- Initialization seed trial #791 of 1000; initialization seed = 493581016 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 527794 Distortion: 0.0260116 Distortions/cluster: 2.42334e-05 0.0214304 1.75527e-05 0.000307974 2.61717e-05 8.01799e-05 2.36178e-05 0.000113752 3.76684e-05 0 0.00391362 1.13353e-05 2.51639e-05 2.37044e-35 Variance: 4.40427e-06 Variances/cluster: 5.42084e-08 3.06048e-05 6.50049e-08 1.71076e-05 5.63998e-08 1.13398e-07 4.49819e-08 1.08611e-07 4.07631e-08 0 0.00391989 6.12668e-08 4.07136e-08 0 -------------------------------------------------------------- Initialization seed trial #792 of 1000; initialization seed = 493581017 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 573330 Distortion: 0.00942821 Distortions/cluster: 0.000313359 1.27749e-35 9.36493e-05 0.00872182 4.27239e-05 5.19309e-05 2.52237e-05 1.08283e-34 4.67043e-05 3.44908e-05 1.89386e-05 3.27799e-05 0 4.65898e-05 Variance: 1.59638e-06 Variances/cluster: 4.79102e-07 0 1.02005e-07 0.156503 7.72522e-08 5.32567e-08 7.24593e-08 0 2.74699e-06 6.09179e-08 6.33195e-08 6.07967e-08 0 4.49668e-08 -------------------------------------------------------------- Initialization seed trial #793 of 1000; initialization seed = 493581018 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 557477 Distortion: 0.0133174 Distortions/cluster: 2.95988e-05 4.04593e-05 3.32602e-05 8.366e-05 2.5213e-05 0 0.000300791 3.14248e-05 0.00872182 6.73163e-05 2.86463e-05 0.00391362 2.23668e-05 1.91975e-05 Variance: 2.25489e-06 Variances/cluster: 6.24396e-08 3.37121e-07 3.88975e-08 9.74749e-08 5.17675e-08 0 1.87971e-05 4.34007e-08 0.156503 7.54422e-08 7.5181e-08 0.00391989 3.63646e-08 3.9825e-08 -------------------------------------------------------------- Initialization seed trial #794 of 1000; initialization seed = 493581019 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 75 BIC score: 503851 Distortion: 0.045075 Distortions/cluster: 4.67043e-05 1.27749e-35 0.0446389 3.48071e-05 4.64237e-05 4.31034e-05 3.26327e-05 4.31422e-05 1.85027e-05 5.11104e-05 9.41233e-05 2.54932e-05 4.81569e-35 1.08283e-34 Variance: 7.63206e-06 Variances/cluster: 2.74699e-06 0 0.0422886 6.09382e-08 4.50675e-08 7.72401e-08 6.08624e-08 6.53614e-08 6.29142e-08 5.27943e-08 1.0241e-07 7.26076e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #795 of 1000; initialization seed = 493581020 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 558468 Distortion: 0.0130692 Distortions/cluster: 4.01977e-05 4.94716e-05 0 4.90368e-05 4.67043e-05 3.62155e-05 3.95286e-05 0.00872182 2.53722e-05 8.24906e-05 2.29287e-05 0.00391362 4.81569e-35 4.1779e-05 Variance: 2.21286e-06 Variances/cluster: 6.8692e-08 8.03046e-08 0 8.51064e-08 2.74699e-06 6.11548e-08 4.17813e-08 0.156503 3.87317e-08 1.14719e-07 4.26936e-08 0.00391989 2.67973e-31 6.32003e-08 -------------------------------------------------------------- Initialization seed trial #796 of 1000; initialization seed = 493581021 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 513228 Distortion: 0.0363294 Distortions/cluster: 2.54016e-05 1.08283e-34 7.77872e-05 6.81933e-05 2.97647e-05 1.27749e-35 0.000307974 3.77617e-05 2.58599e-05 8.366e-05 0.0356196 2.37044e-35 2.33997e-05 3.00268e-05 Variance: 6.15127e-06 Variances/cluster: 4.08997e-08 0 1.17849e-07 7.6254e-08 6.11135e-08 0 1.71076e-05 4.07319e-08 5.38699e-08 9.74749e-08 0.035575 0 4.14849e-08 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #797 of 1000; initialization seed = 493581022 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 573179 Distortion: 0.00942061 Distortions/cluster: 4.90368e-05 3.58899e-05 4.28465e-05 1.27749e-35 3.08605e-05 0.000307974 3.00803e-05 3.99696e-05 9.76919e-05 0 2.75883e-05 3.68522e-05 0.00872182 1.08283e-34 Variance: 1.59509e-06 Variances/cluster: 8.51064e-08 6.04009e-08 4.46278e-08 0 6.08638e-08 1.71076e-05 7.57631e-08 6.86544e-08 1.00188e-07 0 5.62975e-08 4.57172e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #798 of 1000; initialization seed = 493581023 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 557366 Distortion: 0.0133016 Distortions/cluster: 4.07957e-05 3.91943e-05 0.000300791 3.2526e-05 3.67128e-05 3.69581e-05 3.24796e-05 3.82963e-05 0 0.00872182 4.08979e-05 4.67839e-05 2.07682e-05 0.00391362 Variance: 2.25223e-06 Variances/cluster: 6.98334e-08 7.65453e-08 1.87971e-05 3.8489e-08 5.98708e-08 4.47395e-08 5.19623e-08 6.19628e-08 0 0.156503 3.37961e-07 8.44208e-08 3.51963e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #799 of 1000; initialization seed = 493581024 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 89 BIC score: 687955 Distortion: 0.0007204 Distortions/cluster: 1.08283e-34 1.27749e-35 2.37044e-35 3.99696e-05 4.66957e-05 4.67043e-05 4.90368e-05 4.27239e-05 3.58899e-05 9.4196e-05 9.64317e-35 5.18241e-05 0.000313359 0 Variance: 1.21978e-07 Variances/cluster: 0 0 0 6.86544e-08 4.51126e-08 2.74699e-06 8.51064e-08 7.72522e-08 6.04009e-08 1.02489e-07 6.86694e-32 5.30928e-08 4.79102e-07 0 -------------------------------------------------------------- Initialization seed trial #800 of 1000; initialization seed = 493581025 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 499638 Distortion: 0.0489746 Distortions/cluster: 2.95988e-05 3.33853e-05 3.11248e-05 0.0446389 4.81569e-35 3.78274e-05 6.60089e-05 1.92403e-05 4.67043e-05 2.35247e-05 8.366e-05 0.00391362 2.2302e-05 2.86463e-05 Variance: 8.29234e-06 Variances/cluster: 6.24396e-08 3.89981e-08 4.31652e-08 0.0422886 2.67973e-31 3.00181e-07 7.42266e-08 3.98312e-08 2.74699e-06 4.86004e-08 9.74749e-08 0.00391989 3.63182e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #801 of 1000; initialization seed = 493581026 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 499253 Distortion: 0.0489735 Distortions/cluster: 2.25053e-05 2.58561e-05 0.0446389 3.99696e-05 2.51166e-05 2.97647e-05 4.67043e-05 3.00268e-05 4.81569e-35 0.00391362 3.81032e-05 7.80233e-05 4.90368e-05 3.58899e-05 Variance: 8.29217e-06 Variances/cluster: 3.64712e-08 5.3862e-08 0.0422886 6.86544e-08 4.22088e-08 6.11135e-08 2.74699e-06 7.58193e-08 2.67973e-31 0.00391989 4.08797e-08 1.24428e-07 8.51064e-08 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #802 of 1000; initialization seed = 493581027 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 574093 Distortion: 0.00943174 Distortions/cluster: 1.44798e-05 4.31509e-05 4.96348e-05 2.06002e-05 1.27749e-35 0.000101095 0.000307974 0 2.31325e-05 0.00010376 0.00872182 2.48952e-05 2.11957e-05 1.08283e-34 Variance: 1.59698e-06 Variances/cluster: 5.81331e-08 6.42071e-08 8.03088e-08 4.84553e-08 0 5.65038e-08 1.71076e-05 0 5.91436e-08 9.83424e-08 0.156503 6.38127e-08 7.11044e-08 0 -------------------------------------------------------------- Initialization seed trial #803 of 1000; initialization seed = 493581028 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 503665 Distortion: 0.0450765 Distortions/cluster: 3.45357e-05 4.81569e-35 1.27749e-35 2.83349e-05 3.02112e-05 3.12744e-05 3.5954e-05 1.08283e-34 9.86505e-05 4.67043e-05 4.90368e-05 3.99055e-05 4.29272e-05 0.0446389 Variance: 7.63232e-06 Variances/cluster: 4.43853e-08 2.67973e-31 0 5.72371e-08 7.57112e-08 6.06044e-08 6.0407e-08 0 9.98397e-08 2.74699e-06 8.51064e-08 6.86622e-08 4.47585e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #804 of 1000; initialization seed = 493581029 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 82 BIC score: 502718 Distortion: 0.0453293 Distortions/cluster: 1.27749e-35 4.67043e-05 2.16866e-05 2.7094e-05 0.000297453 2.86012e-05 4.90368e-05 3.58899e-05 1.08283e-34 0.0446389 7.89067e-05 4.20705e-05 2.29791e-05 3.99696e-05 Variance: 7.67513e-06 Variances/cluster: 0 2.74699e-06 4.09915e-08 5.30168e-08 6.63905e-07 7.50627e-08 8.51064e-08 6.04009e-08 0 0.0422886 1.11914e-07 4.48473e-08 3.68804e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #805 of 1000; initialization seed = 493581030 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 573038 Distortion: 0.00941673 Distortions/cluster: 3.96857e-05 4.67839e-05 0.00872182 3.79002e-05 1.08283e-34 0 2.18112e-05 0.000307974 1.27749e-35 4.07957e-05 3.69625e-05 3.73047e-05 3.93613e-05 8.63333e-05 Variance: 1.59443e-06 Variances/cluster: 4.37993e-08 8.44208e-08 0.156503 6.03455e-08 0 0 3.59879e-08 1.71076e-05 0 6.98334e-08 5.75683e-08 6.0737e-08 7.65724e-08 1.02891e-07 -------------------------------------------------------------- Initialization seed trial #806 of 1000; initialization seed = 493581031 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 502952 Distortion: 0.0453051 Distortions/cluster: 4.07957e-05 3.2526e-05 3.67128e-05 4.67839e-05 3.91943e-05 2.07682e-05 3.24796e-05 1.27749e-35 1.08283e-34 3.69581e-05 3.82963e-05 0.000300791 0.0446389 4.08979e-05 Variance: 7.67103e-06 Variances/cluster: 6.98334e-08 3.8489e-08 5.98708e-08 8.44208e-08 7.65453e-08 3.51963e-08 5.19623e-08 0 0 4.47395e-08 6.19628e-08 1.87971e-05 0.0422886 3.37961e-07 -------------------------------------------------------------- Initialization seed trial #807 of 1000; initialization seed = 493581032 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 53 BIC score: 557076 Distortion: 0.0133258 Distortions/cluster: 0 0.00391362 2.7094e-05 0.00872182 2.29791e-05 3.73047e-05 2.16866e-05 0.000297453 7.89067e-05 2.86012e-05 4.07957e-05 4.67839e-05 4.20705e-05 4.67043e-05 Variance: 2.25632e-06 Variances/cluster: 0 0.00391989 5.30168e-08 0.156503 3.68804e-08 6.0737e-08 4.09915e-08 6.63905e-07 1.11914e-07 7.50627e-08 6.98334e-08 8.44208e-08 4.48473e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #808 of 1000; initialization seed = 493581033 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 71 BIC score: 556946 Distortion: 0.0133232 Distortions/cluster: 4.90368e-05 0 2.21424e-05 7.93302e-05 0.000307974 2.06708e-05 3.58899e-05 0.00391362 4.34495e-05 2.0552e-05 4.24907e-05 3.99696e-05 2.62596e-05 0.00872182 Variance: 2.25588e-06 Variances/cluster: 8.51064e-08 0 3.67162e-08 1.08513e-07 1.71076e-05 3.99015e-08 6.04009e-08 0.00391989 7.74439e-08 4.04531e-08 6.32247e-08 6.86544e-08 4.85343e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #809 of 1000; initialization seed = 493581034 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 508403 Distortion: 0.0402331 Distortions/cluster: 4.67839e-05 1.12945e-05 4.07957e-05 4.67043e-05 3.62567e-05 4.28e-05 0.00391362 0.000295777 2.73598e-05 3.73047e-05 9.76919e-05 2.37044e-35 1.71648e-05 0.0356196 Variance: 6.81224e-06 Variances/cluster: 8.44208e-08 6.1378e-08 6.98334e-08 2.74699e-06 4.53158e-08 4.46259e-08 0.00391989 6.44341e-07 5.69944e-08 6.0737e-08 1.00188e-07 0 6.17392e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #810 of 1000; initialization seed = 493581035 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 94 BIC score: 574093 Distortion: 0.00943174 Distortions/cluster: 2.11957e-05 2.34427e-05 0.000101095 1.08283e-34 0.000307974 0 2.02889e-05 2.48952e-05 0.00010376 4.31509e-05 1.27749e-35 4.96348e-05 1.44798e-05 0.00872182 Variance: 1.59698e-06 Variances/cluster: 7.11044e-08 5.97836e-08 5.65038e-08 0 1.71076e-05 0 4.78358e-08 6.38127e-08 9.83424e-08 6.42071e-08 0 8.03088e-08 5.81331e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #811 of 1000; initialization seed = 493581036 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 66 BIC score: 574093 Distortion: 0.00943174 Distortions/cluster: 2.45642e-05 0.000101095 1.08283e-34 1.45841e-05 0.000307974 0.00872182 2.1165e-05 4.31509e-05 4.96348e-05 0 2.05608e-05 2.34297e-05 1.27749e-35 0.00010376 Variance: 1.59698e-06 Variances/cluster: 6.41151e-08 5.65038e-08 0 5.83178e-08 1.71076e-05 0.156503 7.10012e-08 6.42071e-08 8.03088e-08 0 4.78003e-08 5.97506e-08 0 9.83424e-08 -------------------------------------------------------------- Initialization seed trial #812 of 1000; initialization seed = 493581037 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 17 BIC score: 502576 Distortion: 0.0453266 Distortions/cluster: 7.72427e-05 1.27749e-35 2.20991e-05 2.00598e-05 0.0446389 1.08283e-34 4.90368e-05 2.27464e-05 0.000307974 3.58899e-05 4.9371e-05 3.99696e-05 4.12462e-05 2.20702e-05 Variance: 7.67467e-06 Variances/cluster: 1.11612e-07 0 4.17712e-08 4.05213e-08 0.0422886 0 8.51064e-08 3.7042e-08 1.71076e-05 6.04009e-08 8.02717e-08 6.86544e-08 6.28699e-08 4.14038e-08 -------------------------------------------------------------- Initialization seed trial #813 of 1000; initialization seed = 493581038 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 557407 Distortion: 0.0133365 Distortions/cluster: 0 2.58178e-05 2.35643e-05 0.00391362 1.66615e-05 4.07957e-05 4.67043e-05 9.81281e-05 4.67839e-05 3.76086e-05 0.00872182 0.000284774 3.73047e-05 4.29017e-05 Variance: 2.25812e-06 Variances/cluster: 0 7.27203e-08 4.87829e-08 0.00391989 8.04837e-08 6.98334e-08 2.74699e-06 1.00635e-07 8.44208e-08 4.62538e-08 0.156503 8.39972e-07 6.0737e-08 4.45461e-08 -------------------------------------------------------------- Initialization seed trial #814 of 1000; initialization seed = 493581039 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 604693 Distortion: 0.00463159 Distortions/cluster: 2.29829e-05 6.81933e-05 8.366e-05 2.37044e-35 4.67043e-05 0.00391362 4.14429e-05 2.73297e-05 7.59364e-05 0 2.52487e-05 2.87034e-05 9.64317e-35 0.000297764 Variance: 7.84217e-07 Variances/cluster: 3.68864e-08 7.6254e-08 9.74749e-08 0 2.74699e-06 0.00391989 4.41784e-08 5.31659e-08 1.20907e-07 0 4.22886e-08 7.51338e-08 6.86694e-32 6.55815e-07 -------------------------------------------------------------- Initialization seed trial #815 of 1000; initialization seed = 493581040 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 557055 Distortion: 0.0133263 Distortions/cluster: 3.73047e-05 4.67839e-05 0.00872182 2.26408e-05 2.5753e-05 4.05121e-05 2.94789e-05 0.000300272 2.1872e-05 0.00391362 4.07957e-05 0 7.87896e-05 4.67043e-05 Variance: 2.25641e-06 Variances/cluster: 6.0737e-08 8.44208e-08 0.156503 3.64544e-08 5.38717e-08 4.37457e-08 6.07763e-08 7.5062e-07 4.08784e-08 0.00391989 6.98334e-08 0 1.14177e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #816 of 1000; initialization seed = 493581041 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 573024 Distortion: 0.00941675 Distortions/cluster: 2.51186e-05 8.35534e-05 4.21913e-05 0.00872182 4.07957e-05 2.47607e-05 0 3.73047e-05 1.27749e-35 4.67839e-05 0.000307974 1.08283e-34 3.92069e-05 4.72422e-05 Variance: 1.59444e-06 Variances/cluster: 3.8521e-08 1.14761e-07 6.28729e-08 0.156503 6.98334e-08 4.48521e-08 0 6.0737e-08 0 8.44208e-08 1.71076e-05 0 4.16173e-08 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #817 of 1000; initialization seed = 493581042 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 4.20705e-05 4.67839e-05 0.0446389 2.7094e-05 2.29791e-05 1.27749e-35 7.89067e-05 3.73047e-05 0.000297453 4.07957e-05 4.67043e-05 2.86012e-05 1.08283e-34 2.16866e-05 Variance: 7.67513e-06 Variances/cluster: 4.48473e-08 8.44208e-08 0.0422886 5.30168e-08 3.68804e-08 0 1.11914e-07 6.0737e-08 6.63905e-07 6.98334e-08 2.74699e-06 7.50627e-08 0 4.09915e-08 -------------------------------------------------------------- Initialization seed trial #818 of 1000; initialization seed = 493581043 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 573173 Distortion: 0.00942889 Distortions/cluster: 1.27749e-35 4.6908e-05 1.08283e-34 4.67043e-05 0.00872182 0 4.07184e-05 4.18262e-05 2.87034e-05 4.30249e-05 0.000297696 3.72578e-05 2.7932e-05 9.63043e-05 Variance: 1.59649e-06 Variances/cluster: 0 8.44922e-08 0 2.74699e-06 0.156503 0 6.9701e-08 4.83485e-08 7.51338e-08 4.44433e-08 6.57112e-07 6.07595e-08 5.45499e-08 1.00728e-07 -------------------------------------------------------------- Initialization seed trial #819 of 1000; initialization seed = 493581044 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 503235 Distortion: 0.0453302 Distortions/cluster: 1.55866e-05 1.27749e-35 2.44884e-05 4.22437e-05 4.72422e-05 4.45648e-05 0.000307974 2.55638e-05 1.08283e-34 0.0446389 9.46816e-05 1.7743e-05 4.91981e-05 2.19958e-05 Variance: 7.67528e-06 Variances/cluster: 9.05903e-08 0 4.90589e-08 6.36145e-08 8.00651e-08 4.47847e-08 1.71076e-05 5.51957e-08 0 0.0422886 1.01581e-07 6.2236e-08 5.15647e-08 6.62317e-08 -------------------------------------------------------------- Initialization seed trial #820 of 1000; initialization seed = 493581045 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 498729 Distortion: 0.0492137 Distortions/cluster: 2.22907e-05 3.67128e-05 0.00391362 2.97647e-05 4.35604e-05 2.39237e-05 0.0446389 3.28124e-05 3.00268e-05 3.25794e-05 4.07957e-05 4.67839e-05 1.90422e-05 0.000302829 Variance: 8.33282e-06 Variances/cluster: 3.62998e-08 5.98708e-08 0.00391989 6.11135e-08 2.7222e-06 5.05741e-08 0.0422886 3.86905e-08 7.58193e-08 4.55616e-08 6.98334e-08 8.44208e-08 3.90973e-08 2.6103e-06 -------------------------------------------------------------- Initialization seed trial #821 of 1000; initialization seed = 493581046 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 605002 Distortion: 0.00462001 Distortions/cluster: 2.43786e-05 3.27527e-05 9.36494e-05 4.67837e-05 3.44908e-05 0.000313359 1.98062e-05 4.67043e-05 5.17382e-05 4.27239e-05 9.64317e-35 0.00391362 0 2.37044e-35 Variance: 7.82257e-07 Variances/cluster: 7.18907e-08 6.07463e-08 1.01894e-07 4.51539e-08 6.09179e-08 4.79102e-07 6.42853e-08 2.74699e-06 5.31136e-08 7.72522e-08 6.86694e-32 0.00391989 0 0 -------------------------------------------------------------- Initialization seed trial #822 of 1000; initialization seed = 493581047 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 508384 Distortion: 0.0402246 Distortions/cluster: 8.366e-05 2.87715e-05 0.00391362 0.0356196 4.67043e-05 6.60089e-05 2.2695e-05 3.07205e-05 1.9463e-05 3.78274e-05 3.35102e-05 2.45783e-05 0.000297446 2.37044e-35 Variance: 6.8108e-06 Variances/cluster: 9.74749e-08 7.51155e-08 0.00391989 0.035575 2.74699e-06 7.42266e-08 3.6719e-08 4.3143e-08 3.96358e-08 3.00181e-07 3.90528e-08 4.87621e-08 6.63888e-07 0 -------------------------------------------------------------- Initialization seed trial #823 of 1000; initialization seed = 493581048 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 503518 Distortion: 0.0450929 Distortions/cluster: 8.366e-05 1.27749e-35 4.81569e-35 0.0446389 4.16321e-05 7.91258e-05 2.25955e-05 2.2821e-05 6.81933e-05 1.08283e-34 4.72422e-05 2.08014e-05 2.11898e-05 4.67043e-05 Variance: 7.6351e-06 Variances/cluster: 9.74749e-08 0 2.67973e-31 0.0422886 6.25053e-08 1.1081e-07 4.31171e-08 3.71635e-08 7.6254e-08 0 8.00651e-08 4.03093e-08 4.14637e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #824 of 1000; initialization seed = 493581049 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 17 BIC score: 498473 Distortion: 0.0492262 Distortions/cluster: 1.8854e-05 4.19933e-05 0.000307974 0.0446389 2.30454e-05 2.05325e-05 3.26327e-05 2.32335e-05 3.48071e-05 2.10679e-05 2.51399e-05 7.71316e-05 0.00391362 4.72422e-05 Variance: 8.33495e-06 Variances/cluster: 6.32482e-08 6.26712e-08 1.71076e-05 0.0422886 4.30714e-08 4.07356e-08 6.08624e-08 3.77125e-08 6.09382e-08 4.05116e-08 7.24266e-08 1.10494e-07 0.00391989 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #825 of 1000; initialization seed = 493581050 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 573077 Distortion: 0.00943978 Distortions/cluster: 0.00872182 1.08283e-34 2.52487e-05 0.000297803 3.87426e-05 1.27749e-35 8.366e-05 4.67043e-05 2.29829e-05 7.86324e-05 0 2.72905e-05 2.87034e-05 6.81933e-05 Variance: 1.59834e-06 Variances/cluster: 0.156503 0 4.22886e-08 6.5446e-07 4.12998e-08 0 9.74749e-08 2.74699e-06 3.68864e-08 1.25199e-07 0 5.31931e-08 7.51338e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #826 of 1000; initialization seed = 493581051 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 509383 Distortion: 0.0402374 Distortions/cluster: 2.42831e-05 1.03559e-05 4.31509e-05 1.81104e-05 1.57124e-05 0.000101095 0.0356196 0.00391362 0.00010376 4.96348e-05 1.85751e-05 0.000307974 2.37044e-35 1.15687e-05 Variance: 6.81297e-06 Variances/cluster: 6.43901e-08 4.86037e-08 6.42071e-08 6.65614e-08 3.99676e-08 5.65038e-08 0.035575 0.00391989 9.83424e-08 8.03088e-08 6.47015e-08 1.71076e-05 0 5.50715e-08 -------------------------------------------------------------- Initialization seed trial #827 of 1000; initialization seed = 493581052 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 572010 Distortion: 0.00962649 Distortions/cluster: 4.99231e-05 4.67839e-05 1.87522e-05 1.27749e-35 0.000331831 4.73082e-05 1.08283e-34 0.00872182 3.67128e-05 4.07957e-05 0.000295237 1.15193e-05 0 2.58089e-05 Variance: 1.62995e-06 Variances/cluster: 4.52983e-08 8.44208e-08 6.3996e-08 0 4.56396e-07 5.09731e-08 0 0.156503 5.98708e-08 6.98334e-08 6.37608e-07 6.15953e-08 0 5.68425e-08 -------------------------------------------------------------- Initialization seed trial #828 of 1000; initialization seed = 493581053 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 572952 Distortion: 0.00944663 Distortions/cluster: 0.000307522 2.0502e-05 8.29871e-05 3.85809e-05 3.59037e-05 0 8.37767e-05 2.1527e-05 4.67043e-05 6.80765e-05 1.08283e-34 0.00872182 1.27749e-35 1.92343e-05 Variance: 1.5995e-06 Variances/cluster: 4.94366e-07 3.51623e-08 1.05706e-07 7.63917e-08 5.60942e-08 0 9.74973e-08 4.88098e-08 2.74699e-06 7.62086e-08 0 0.156503 0 3.4344e-08 -------------------------------------------------------------- Initialization seed trial #829 of 1000; initialization seed = 493581054 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 62 BIC score: 498719 Distortion: 0.049236 Distortions/cluster: 3.99696e-05 2.28553e-05 0.000293803 4.67043e-05 7.89562e-05 4.90368e-05 0.00391362 1.16404e-05 4.07912e-05 2.19517e-05 2.49934e-05 0.0446389 3.58899e-05 1.69003e-05 Variance: 8.33661e-06 Variances/cluster: 6.86544e-08 3.67998e-08 6.8162e-07 2.74699e-06 1.14088e-07 8.51064e-08 0.00391989 6.15842e-08 4.38106e-08 4.09507e-08 5.35143e-08 0.0422886 6.04009e-08 6.32921e-08 -------------------------------------------------------------- Initialization seed trial #830 of 1000; initialization seed = 493581055 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 504097 Distortion: 0.0453432 Distortions/cluster: 1.14099e-05 1.08283e-34 1.07761e-05 4.96348e-05 0.00010376 2.51884e-05 1.77979e-05 1.27749e-35 1.85739e-05 0.000307974 1.53731e-05 0.0446389 0.000100996 4.28162e-05 Variance: 7.67748e-06 Variances/cluster: 5.48379e-08 0 4.89664e-08 8.03088e-08 9.83424e-08 6.3586e-08 6.8696e-08 0 4.34844e-08 1.71076e-05 6.32438e-08 0.0422886 5.64796e-08 6.37091e-08 -------------------------------------------------------------- Initialization seed trial #831 of 1000; initialization seed = 493581056 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 498595 Distortion: 0.0492289 Distortions/cluster: 0.000298073 4.67043e-05 3.44908e-05 3.85916e-05 0.0446389 3.27799e-05 2.53108e-05 2.51848e-05 7.74101e-05 2.71031e-05 1.89788e-05 2.29829e-05 2.87715e-05 0.00391362 Variance: 8.33541e-06 Variances/cluster: 6.49343e-07 2.74699e-06 6.09179e-08 4.11827e-08 0.0422886 6.07967e-08 4.23217e-08 7.23474e-08 1.23845e-07 5.3243e-08 6.34539e-08 3.68864e-08 7.51155e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #832 of 1000; initialization seed = 493581057 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 557471 Distortion: 0.0133174 Distortions/cluster: 1.92677e-05 0.00391362 3.32645e-05 8.366e-05 3.12592e-05 2.90326e-05 4.17482e-05 2.38731e-05 0.00872182 0.000300791 0 2.24563e-05 2.92769e-05 6.73163e-05 Variance: 2.25489e-06 Variances/cluster: 3.97234e-08 0.00391989 3.8948e-08 9.74749e-08 4.33515e-08 7.5797e-08 3.39376e-07 4.94222e-08 0.156503 1.87971e-05 0 3.64508e-08 6.18912e-08 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #833 of 1000; initialization seed = 493581058 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 502693 Distortion: 0.0453298 Distortions/cluster: 4.67043e-05 1.08283e-34 0.0446389 3.73047e-05 0.000300272 2.95616e-05 2.33997e-05 7.71757e-05 2.54016e-05 3.77617e-05 2.57365e-05 1.27749e-35 4.67839e-05 4.07957e-05 Variance: 7.67521e-06 Variances/cluster: 2.74699e-06 0 0.0422886 6.0737e-08 7.5062e-07 6.06965e-08 4.14849e-08 1.171e-07 4.08997e-08 4.07319e-08 5.395e-08 0 8.44208e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #834 of 1000; initialization seed = 493581059 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 499274 Distortion: 0.0489735 Distortions/cluster: 0.0446389 3.89303e-05 0.00391362 2.96461e-05 2.61719e-05 4.81569e-35 2.14045e-05 4.67839e-05 4.07957e-05 3.73047e-05 2.86463e-05 2.58452e-05 7.87748e-05 4.67043e-05 Variance: 8.29217e-06 Variances/cluster: 0.0422886 4.17671e-08 0.00391989 6.24078e-08 5.31902e-08 2.67973e-31 4.07665e-08 8.44208e-08 6.98334e-08 6.0737e-08 7.5181e-08 4.12815e-08 1.12045e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #835 of 1000; initialization seed = 493581060 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 65 BIC score: 503653 Distortion: 0.0450875 Distortions/cluster: 0.0446389 2.61719e-05 2.96461e-05 4.67043e-05 6.81933e-05 3.81561e-05 1.08283e-34 2.14045e-05 1.27749e-35 8.01568e-05 4.81569e-35 8.366e-05 2.58452e-05 2.86463e-05 Variance: 7.63419e-06 Variances/cluster: 0.0422886 5.31902e-08 6.24078e-08 2.74699e-06 7.6254e-08 4.10244e-08 0 4.07665e-08 0 1.13526e-07 2.67973e-31 9.74749e-08 4.12815e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #836 of 1000; initialization seed = 493581061 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 62 BIC score: 503080 Distortion: 0.0453303 Distortions/cluster: 3.32995e-05 2.2366e-05 6.60089e-05 2.86012e-05 0.0446389 1.27749e-35 8.366e-05 1.97726e-05 3.14729e-05 3.78274e-05 2.4344e-05 0.000297331 4.67043e-05 1.08283e-34 Variance: 7.6753e-06 Variances/cluster: 3.8989e-08 3.63634e-08 7.42266e-08 7.50627e-08 0.0422886 0 9.74749e-08 4.03484e-08 4.33474e-08 3.00181e-07 4.84897e-08 6.66606e-07 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #837 of 1000; initialization seed = 493581062 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 558630 Distortion: 0.013073 Distortions/cluster: 4.07957e-05 3.70447e-05 3.73047e-05 4.81569e-35 0.00872182 4.29076e-05 3.04595e-05 0 9.75704e-05 3.05307e-05 0.00391362 4.67839e-05 4.67043e-05 2.74111e-05 Variance: 2.2135e-06 Variances/cluster: 6.98334e-08 4.5899e-08 6.0737e-08 2.67973e-31 0.156503 4.45522e-08 6.07925e-08 0 1.00269e-07 7.5565e-08 0.00391989 8.44208e-08 2.74699e-06 5.62806e-08 -------------------------------------------------------------- Initialization seed trial #838 of 1000; initialization seed = 493581063 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 43 BIC score: 557363 Distortion: 0.0133285 Distortions/cluster: 0 4.30249e-05 2.53737e-05 9.56882e-05 1.86216e-05 0.00872182 4.67043e-05 0.000297696 2.87034e-05 3.45646e-05 0.00391362 3.28753e-05 2.7932e-05 4.18954e-05 Variance: 2.25678e-06 Variances/cluster: 0 4.44433e-08 7.24737e-08 1.00293e-07 6.31039e-08 0.156503 2.74699e-06 6.57112e-07 7.51338e-08 6.09405e-08 0.00391989 6.08607e-08 5.45499e-08 4.83726e-08 -------------------------------------------------------------- Initialization seed trial #839 of 1000; initialization seed = 493581064 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 557212 Distortion: 0.0133164 Distortions/cluster: 0 0.00391362 3.7205e-05 3.77449e-05 8.57833e-05 0.000307974 3.93613e-05 3.99423e-05 1.90462e-05 2.14667e-05 3.44908e-05 2.51159e-05 3.27799e-05 0.00872182 Variance: 2.25472e-06 Variances/cluster: 0 0.00391989 5.76767e-08 6.02903e-08 1.02358e-07 1.71076e-05 7.65724e-08 4.37925e-08 6.34671e-08 3.58333e-08 6.09179e-08 7.23574e-08 6.07967e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #840 of 1000; initialization seed = 493581065 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 2.96461e-05 2.29193e-05 4.10797e-05 0.0446389 6.81933e-05 8.01568e-05 1.27749e-35 2.14045e-05 1.08283e-34 2.86463e-05 2.61719e-05 4.81569e-35 8.366e-05 4.67043e-05 Variance: 7.63419e-06 Variances/cluster: 6.24078e-08 3.68435e-08 4.39787e-08 0.0422886 7.6254e-08 1.13526e-07 0 4.07665e-08 0 7.5181e-08 5.31902e-08 2.67973e-31 9.74749e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #841 of 1000; initialization seed = 493581066 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 502833 Distortion: 0.0453287 Distortions/cluster: 3.95556e-05 1.08283e-34 2.54932e-05 1.27749e-35 3.85809e-05 0.0446389 3.83343e-05 1.85027e-05 3.26327e-05 8.63324e-05 4.67043e-05 3.48071e-05 2.14523e-05 0.000307416 Variance: 7.67503e-06 Variances/cluster: 4.37523e-08 0 7.26076e-08 0 7.63917e-08 0.0422886 5.84308e-08 6.29142e-08 6.08624e-08 1.01798e-07 2.74699e-06 6.09382e-08 3.56902e-08 4.94992e-07 -------------------------------------------------------------- Initialization seed trial #842 of 1000; initialization seed = 493581067 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 557434 Distortion: 0.0133274 Distortions/cluster: 0.00029719 3.33833e-05 2.38714e-05 2.23215e-05 3.78274e-05 3.12743e-05 4.67043e-05 6.60089e-05 1.9665e-05 3.00805e-05 0.00872182 0.00391362 8.366e-05 0 Variance: 2.25659e-06 Variances/cluster: 8.09716e-07 3.89958e-08 4.84163e-08 3.63501e-08 3.00181e-07 4.32526e-08 2.74699e-06 7.42266e-08 4.02107e-08 6.37248e-08 0.156503 0.00391989 9.74749e-08 0 -------------------------------------------------------------- Initialization seed trial #843 of 1000; initialization seed = 493581068 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 572987 Distortion: 0.00942537 Distortions/cluster: 1.08283e-34 4.67043e-05 8.01272e-05 4.26139e-05 4.1867e-05 1.27749e-35 0 4.07957e-05 4.67839e-05 2.53095e-05 3.73047e-05 0.000317415 2.46265e-05 0.00872182 Variance: 1.5959e-06 Variances/cluster: 0 2.74699e-06 1.10206e-07 4.51858e-08 6.26697e-08 0 0 6.98334e-08 8.44208e-08 3.86952e-08 6.0737e-08 5.34325e-07 4.47712e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #844 of 1000; initialization seed = 493581069 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 91 BIC score: 573330 Distortion: 0.00942821 Distortions/cluster: 5.18241e-05 9.36493e-05 2.52237e-05 0.000313359 4.27239e-05 1.27749e-35 3.44908e-05 1.08283e-34 1.89386e-05 4.67043e-05 0.00872182 3.27799e-05 0 4.66957e-05 Variance: 1.59638e-06 Variances/cluster: 5.30928e-08 1.02005e-07 7.24593e-08 4.79102e-07 7.72522e-08 0 6.09179e-08 0 6.33195e-08 2.74699e-06 0.156503 6.07967e-08 0 4.51126e-08 -------------------------------------------------------------- Initialization seed trial #845 of 1000; initialization seed = 493581070 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 687199 Distortion: 0.000734649 Distortions/cluster: 4.18262e-05 6.80765e-05 1.27749e-35 2.7932e-05 4.30249e-05 8.37767e-05 0 9.69089e-05 2.87034e-05 1.08283e-34 0.000297696 9.64317e-35 2.37044e-35 4.67043e-05 Variance: 1.2439e-07 Variances/cluster: 4.83485e-08 7.62086e-08 0 5.45499e-08 4.44433e-08 9.74973e-08 0 1.01254e-07 7.51338e-08 0 6.57112e-07 6.86694e-32 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #846 of 1000; initialization seed = 493581071 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 84 BIC score: 502947 Distortion: 0.0453353 Distortions/cluster: 2.63467e-05 2.2611e-05 4.22095e-05 4.67043e-05 0.0446389 9.44194e-05 4.36199e-05 3.3134e-05 2.78453e-05 1.08283e-34 1.27749e-35 2.87034e-05 3.30761e-05 0.000297696 Variance: 7.67614e-06 Variances/cluster: 6.12513e-08 4.94611e-08 4.87353e-08 2.74699e-06 0.0422886 1.00437e-07 4.44155e-08 7.31204e-08 5.4487e-08 0 0 7.51338e-08 8.0062e-08 6.57112e-07 -------------------------------------------------------------- Initialization seed trial #847 of 1000; initialization seed = 493581072 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 573348 Distortion: 0.00941908 Distortions/cluster: 4.3035e-05 4.44505e-05 0 4.98834e-05 3.26327e-05 2.50544e-05 1.08283e-34 1.89394e-05 9.451e-05 0.00872182 4.59767e-05 1.27749e-35 3.48071e-05 0.000307974 Variance: 1.59483e-06 Variances/cluster: 6.49039e-08 4.47148e-08 0 5.17944e-08 6.08624e-08 7.2389e-08 0 6.33222e-08 1.01615e-07 0.156503 7.85864e-08 0 6.09382e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #848 of 1000; initialization seed = 493581073 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 503080 Distortion: 0.04535 Distortions/cluster: 1.72162e-05 4.08575e-05 2.49396e-05 4.67043e-05 2.19517e-05 1.13955e-05 7.95014e-05 0.000293783 6.80765e-05 1.08283e-34 2.28553e-05 1.27749e-35 0.0446389 8.37767e-05 Variance: 7.67863e-06 Variances/cluster: 6.35235e-08 4.38818e-08 5.35135e-08 2.74699e-06 4.09507e-08 6.12611e-08 1.1471e-07 6.81576e-07 7.62086e-08 0 3.67998e-08 0 0.0422886 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #849 of 1000; initialization seed = 493581074 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 19 BIC score: 573121 Distortion: 0.00943167 Distortions/cluster: 2.86463e-05 8.366e-05 2.96461e-05 2.58452e-05 8.01568e-05 2.61719e-05 1.08283e-34 6.81933e-05 0.000307974 1.27749e-35 2.14045e-05 0 3.81561e-05 0.00872182 Variance: 1.59696e-06 Variances/cluster: 7.5181e-08 9.74749e-08 6.24078e-08 4.12815e-08 1.13526e-07 5.31902e-08 0 7.6254e-08 1.71076e-05 0 4.07665e-08 0 4.10244e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #850 of 1000; initialization seed = 493581075 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 557290 Distortion: 0.0133318 Distortions/cluster: 2.62273e-05 0 3.33079e-05 4.22095e-05 9.44194e-05 4.36199e-05 4.67043e-05 0.00391362 0.000297696 2.87034e-05 2.78453e-05 2.1474e-05 3.41628e-05 0.00872182 Variance: 2.25733e-06 Variances/cluster: 6.12585e-08 0 8.00416e-08 4.87353e-08 1.00437e-07 4.44155e-08 2.74699e-06 0.00391989 6.57112e-07 7.51338e-08 5.4487e-08 4.74936e-08 7.4731e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #851 of 1000; initialization seed = 493581076 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 574102 Distortion: 0.00944186 Distortions/cluster: 0.000101273 2.23127e-05 1.91944e-05 0.00872182 4.67043e-05 1.08283e-34 4.15064e-05 1.27749e-35 0.000320977 0.000104435 2.96641e-05 2.30833e-05 0 1.08941e-05 Variance: 1.59869e-06 Variances/cluster: 5.65397e-08 4.89156e-08 6.439e-08 0.156503 2.74699e-06 0 6.25042e-08 0 5.10256e-07 9.92642e-08 6.07671e-08 7.37255e-08 0 5.52826e-08 -------------------------------------------------------------- Initialization seed trial #852 of 1000; initialization seed = 493581077 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 50 BIC score: 535952 Distortion: 0.0221244 Distortions/cluster: 2.37044e-35 0.0214304 2.55698e-05 2.60496e-05 0 1.27749e-35 0.000114171 8.38235e-05 1.71246e-05 4.67043e-05 7.48299e-05 0.000294055 1.1715e-05 1.08283e-34 Variance: 3.74609e-06 Variances/cluster: 0 3.06048e-05 5.42833e-08 4.66793e-08 0 0 1.08907e-07 1.11755e-07 6.31855e-08 2.74699e-06 5.10734e-08 6.74382e-07 6.16529e-08 0 -------------------------------------------------------------- Initialization seed trial #853 of 1000; initialization seed = 493581078 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 573283 Distortion: 0.0094315 Distortions/cluster: 0 3.33079e-05 4.8201e-05 0.00031109 1.08283e-34 1.27749e-35 4.16424e-05 4.67043e-05 2.62618e-05 3.39574e-05 5.36469e-05 0.00872182 9.32286e-05 2.16443e-05 Variance: 1.59694e-06 Variances/cluster: 0 8.00416e-08 5.38502e-08 5.80345e-07 0 0 6.52647e-08 2.74699e-06 6.11961e-08 7.47726e-08 4.64432e-08 0.156503 1.02327e-07 4.76592e-08 -------------------------------------------------------------- Initialization seed trial #854 of 1000; initialization seed = 493581079 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 60 BIC score: 574151 Distortion: 0.00943281 Distortions/cluster: 1.08283e-34 0 0.00872182 2.4081e-05 2.91667e-05 2.63193e-05 1.27517e-05 4.96348e-05 1.27749e-35 0.000101576 1.19718e-05 4.30816e-05 0.000104435 0.000307974 Variance: 1.59716e-06 Variances/cluster: 0 0 0.156503 7.10133e-08 5.92624e-08 5.70733e-08 5.22441e-08 8.03088e-08 0 5.65829e-08 5.56649e-08 6.41994e-08 9.92642e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #855 of 1000; initialization seed = 493581080 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 503012 Distortion: 0.045332 Distortions/cluster: 2.50109e-05 4.36199e-05 1.91514e-05 0.0446389 2.87034e-05 9.48599e-05 4.67043e-05 1.27749e-35 1.08283e-34 0.000297696 2.78453e-05 4.22095e-05 3.44908e-05 3.27799e-05 Variance: 7.67558e-06 Variances/cluster: 7.22633e-08 4.44155e-08 6.36054e-08 0.0422886 7.51338e-08 1.00799e-07 2.74699e-06 0 0 6.57112e-07 5.4487e-08 4.87353e-08 6.09179e-08 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #856 of 1000; initialization seed = 493581081 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 32 BIC score: 502718 Distortion: 0.0453293 Distortions/cluster: 4.07184e-05 4.11403e-05 4.6908e-05 2.30557e-05 0.000297453 2.7094e-05 2.17412e-05 3.72578e-05 1.08283e-34 2.86012e-05 1.27749e-35 7.97043e-05 0.0446389 4.67043e-05 Variance: 7.67513e-06 Variances/cluster: 6.9701e-08 4.39965e-08 8.44922e-08 3.6944e-08 6.63905e-07 5.30168e-08 4.10172e-08 6.07595e-08 0 7.50627e-08 0 1.12885e-07 0.0422886 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #857 of 1000; initialization seed = 493581082 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 498716 Distortion: 0.0492562 Distortions/cluster: 1.57942e-05 7.53269e-05 8.37767e-05 1.99527e-05 2.0564e-05 2.18894e-05 6.80765e-05 0.0446389 0.00391362 2.26434e-05 2.00529e-05 0.000287327 2.15981e-05 4.67043e-05 Variance: 8.34004e-06 Variances/cluster: 6.58038e-08 1.16235e-07 9.74973e-08 3.95067e-08 3.49687e-08 4.7999e-08 7.62086e-08 0.0422886 0.00391989 5.42958e-08 4.05073e-08 1.15383e-06 4.02912e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #858 of 1000; initialization seed = 493581083 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 503080 Distortion: 0.0453303 Distortions/cluster: 0.000297331 4.67043e-05 2.86012e-05 2.4344e-05 6.60089e-05 1.97726e-05 2.2366e-05 3.78274e-05 1.08283e-34 3.32995e-05 0.0446389 1.27749e-35 3.14729e-05 8.366e-05 Variance: 7.6753e-06 Variances/cluster: 6.66606e-07 2.74699e-06 7.50627e-08 4.84897e-08 7.42266e-08 4.03484e-08 3.63634e-08 3.00181e-07 0 3.8989e-08 0.0422886 0 4.33474e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #859 of 1000; initialization seed = 493581084 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 557470 Distortion: 0.0133174 Distortions/cluster: 1.94469e-05 2.97647e-05 3.98485e-05 0.000300791 2.22203e-05 8.366e-05 3.00268e-05 3.0816e-05 0 3.29269e-05 2.51196e-05 0.00872182 0.00391362 6.73163e-05 Variance: 2.25489e-06 Variances/cluster: 3.97649e-08 6.11135e-08 3.40545e-07 1.87971e-05 3.62443e-08 9.74749e-08 7.58193e-08 4.3338e-08 0 3.87342e-08 5.28786e-08 0.156503 0.00391989 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #860 of 1000; initialization seed = 493581085 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 47 BIC score: 557368 Distortion: 0.0133458 Distortions/cluster: 6.81933e-05 8.366e-05 7.54871e-05 2.34239e-05 2.45092e-05 3.6002e-05 0.00391362 2.75318e-05 2.36059e-05 0.00872182 0.000276144 2.50751e-05 0 4.67043e-05 Variance: 2.2597e-06 Variances/cluster: 7.6254e-08 9.74749e-08 1.21742e-07 4.05219e-08 4.03729e-08 3.98218e-08 0.00391989 6.84819e-08 5.88623e-08 0.156503 2.07609e-06 5.11693e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #861 of 1000; initialization seed = 493581086 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 499264 Distortion: 0.0489735 Distortions/cluster: 2.96673e-05 4.07957e-05 2.99459e-05 4.67043e-05 7.87896e-05 2.59024e-05 0.00391362 4.67839e-05 0.0446389 4.81569e-35 2.24818e-05 3.73047e-05 4.07382e-05 2.1872e-05 Variance: 8.29217e-06 Variances/cluster: 6.10388e-08 6.98334e-08 7.58063e-08 2.74699e-06 1.14177e-07 5.39584e-08 0.00391989 8.44208e-08 0.0422886 2.67973e-31 3.64331e-08 6.0737e-08 4.37537e-08 4.08784e-08 -------------------------------------------------------------- Initialization seed trial #862 of 1000; initialization seed = 493581087 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 51 BIC score: 502950 Distortion: 0.045312 Distortions/cluster: 0.000300632 3.84375e-05 2.11853e-05 3.67128e-05 1.27749e-35 3.15928e-05 0.0446389 3.29741e-05 3.80878e-05 4.67839e-05 4.07957e-05 3.91365e-05 4.67043e-05 1.08283e-34 Variance: 7.67219e-06 Variances/cluster: 2.56921e-06 4.66434e-08 3.56614e-08 5.98708e-08 0 5.12821e-08 0.0422886 3.86533e-08 6.13278e-08 8.44208e-08 6.98334e-08 7.6582e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #863 of 1000; initialization seed = 493581088 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 557279 Distortion: 0.0133236 Distortions/cluster: 9.6703e-05 0.00391362 2.61709e-05 0 0.000307974 3.43022e-05 2.83349e-05 3.12744e-05 4.34882e-05 3.43671e-05 2.16186e-05 3.36687e-05 0.00872182 3.02112e-05 Variance: 2.25594e-06 Variances/cluster: 9.77699e-08 0.00391989 6.27392e-08 0 1.71076e-05 4.42558e-08 5.72371e-08 6.06044e-08 4.53908e-08 7.43641e-08 4.73939e-08 8.03294e-08 0.156503 7.57112e-08 -------------------------------------------------------------- Initialization seed trial #864 of 1000; initialization seed = 493581089 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 19 BIC score: 558580 Distortion: 0.013084 Distortions/cluster: 4.13167e-05 2.31316e-05 8.366e-05 0.00391362 2.13489e-05 6.81933e-05 4.67043e-05 4.81569e-35 0 2.93825e-05 7.93848e-05 2.98108e-05 2.56464e-05 0.00872182 Variance: 2.21538e-06 Variances/cluster: 4.46145e-08 3.68295e-08 9.74749e-08 0.00391989 4.07383e-08 7.6254e-08 2.74699e-06 2.67973e-31 0 6.10813e-08 1.12752e-07 7.58485e-08 5.35367e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #865 of 1000; initialization seed = 493581090 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 2.86012e-05 2.29791e-05 4.20705e-05 1.08283e-34 0.0446389 1.27749e-35 4.67043e-05 2.16866e-05 0.000297453 3.73047e-05 2.7094e-05 7.89067e-05 4.07957e-05 4.67839e-05 Variance: 7.67513e-06 Variances/cluster: 7.50627e-08 3.68804e-08 4.48473e-08 0 0.0422886 0 2.74699e-06 4.09915e-08 6.63905e-07 6.0737e-08 5.30168e-08 1.11914e-07 6.98334e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #866 of 1000; initialization seed = 493581091 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 503098 Distortion: 0.0453389 Distortions/cluster: 0.0446389 4.07957e-05 3.73047e-05 1.15485e-05 1.74113e-05 9.75704e-05 2.68122e-05 3.71885e-05 0.000295226 1.08283e-34 4.67043e-05 4.25881e-05 4.67839e-05 1.27749e-35 Variance: 7.67674e-06 Variances/cluster: 0.0422886 6.98334e-08 6.0737e-08 6.14228e-08 6.3309e-08 1.00269e-07 5.64417e-08 4.59633e-08 6.45954e-07 0 2.74699e-06 4.44513e-08 8.44208e-08 0 -------------------------------------------------------------- Initialization seed trial #867 of 1000; initialization seed = 493581092 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 81 BIC score: 573173 Distortion: 0.0094289 Distortions/cluster: 0 3.58899e-05 3.99696e-05 9.54072e-05 4.36199e-05 1.08283e-34 1.27749e-35 0.000297696 4.67043e-05 4.22095e-05 2.78453e-05 4.90368e-05 0.00872182 2.87034e-05 Variance: 1.5965e-06 Variances/cluster: 0 6.04009e-08 6.86544e-08 1.01272e-07 4.44155e-08 0 0 6.57112e-07 2.74699e-06 4.87353e-08 5.4487e-08 8.51064e-08 0.156503 7.51338e-08 -------------------------------------------------------------- Initialization seed trial #868 of 1000; initialization seed = 493581093 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 502717 Distortion: 0.0453212 Distortions/cluster: 0.000307974 2.96461e-05 2.61719e-05 3.73047e-05 1.27749e-35 2.14045e-05 1.08283e-34 4.15428e-05 0.0446389 2.31538e-05 7.8852e-05 2.86463e-05 4.67839e-05 4.07957e-05 Variance: 7.67375e-06 Variances/cluster: 1.71076e-05 6.24078e-08 5.31902e-08 6.0737e-08 0 4.07665e-08 0 4.46178e-08 0.0422886 3.69827e-08 1.11995e-07 7.5181e-08 8.44208e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #869 of 1000; initialization seed = 493581094 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 573266 Distortion: 0.00942239 Distortions/cluster: 4.45648e-05 3.33079e-05 4.22437e-05 1.27749e-35 1.08283e-34 4.91981e-05 2.62273e-05 4.72422e-05 0 3.41628e-05 9.41759e-05 0.000307974 2.1474e-05 0.00872182 Variance: 1.59539e-06 Variances/cluster: 4.47847e-08 8.00416e-08 6.36145e-08 0 0 5.15647e-08 6.12585e-08 8.00651e-08 0 7.4731e-08 1.01147e-07 1.71076e-05 4.74936e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #870 of 1000; initialization seed = 493581095 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 512815 Distortion: 0.0361655 Distortions/cluster: 1.25053e-05 2.22339e-05 2.36158e-05 3.2804e-05 3.12368e-05 2.25796e-05 0.00391362 0.000300791 2.01989e-05 0.0102929 1.9419e-05 4.15034e-05 0 0.0214321 Variance: 6.12352e-06 Variances/cluster: 6.12955e-08 3.62665e-08 5.33039e-08 3.8635e-08 4.33806e-08 5.00614e-08 0.00391989 1.87971e-05 4.21647e-08 9.98937e-06 7.41129e-08 3.40151e-07 0 2.99652e-05 -------------------------------------------------------------- Initialization seed trial #871 of 1000; initialization seed = 493581096 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 44 BIC score: 502947 Distortion: 0.0453353 Distortions/cluster: 4.22095e-05 2.21275e-05 9.44194e-05 3.37304e-05 0.0446389 2.87034e-05 4.67043e-05 2.60888e-05 3.32281e-05 0.000297696 1.08283e-34 1.27749e-35 4.36199e-05 2.78453e-05 Variance: 7.67614e-06 Variances/cluster: 4.87353e-08 4.86161e-08 1.00437e-07 7.3624e-08 0.0422886 7.51338e-08 2.74699e-06 6.13652e-08 8.00423e-08 6.57112e-07 0 0 4.44155e-08 5.4487e-08 -------------------------------------------------------------- Initialization seed trial #872 of 1000; initialization seed = 493581097 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 503160 Distortion: 0.045328 Distortions/cluster: 2.31325e-05 4.4522e-05 2.11957e-05 0.000307974 0.0446389 1.44798e-05 9.38883e-05 1.08283e-34 4.22437e-05 2.06002e-05 4.8904e-05 2.48952e-05 1.27749e-35 4.72422e-05 Variance: 7.67491e-06 Variances/cluster: 5.91436e-08 4.47417e-08 7.11044e-08 1.71076e-05 0.0422886 5.81331e-08 1.00406e-07 0 6.36145e-08 4.84553e-08 5.15265e-08 6.38127e-08 0 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #873 of 1000; initialization seed = 493581098 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 75 BIC score: 509691 Distortion: 0.0399983 Distortions/cluster: 6.80765e-05 2.74568e-05 8.37767e-05 4.81569e-35 0.00391362 3.00803e-05 3.08605e-05 3.7004e-05 9.82411e-05 2.37044e-35 0.0356196 4.28824e-05 0 4.67043e-05 Variance: 6.77248e-06 Variances/cluster: 7.62086e-08 5.62588e-08 9.74973e-08 2.67973e-31 0.00391989 7.57631e-08 6.08638e-08 4.59054e-08 1.00751e-07 0 0.035575 4.45261e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #874 of 1000; initialization seed = 493581099 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 498740 Distortion: 0.049207 Distortions/cluster: 2.98108e-05 0.000300791 3.30928e-05 3.15515e-05 2.24053e-05 1.87342e-05 0.0446389 2.93825e-05 2.4857e-05 0.00391362 3.99696e-05 3.94781e-05 4.90368e-05 3.53035e-05 Variance: 8.33169e-06 Variances/cluster: 7.58485e-08 1.87971e-05 3.8838e-08 4.35155e-08 3.63681e-08 3.91072e-08 0.0422886 6.10813e-08 5.2547e-08 0.00391989 6.86544e-08 3.37381e-07 8.51064e-08 5.95142e-08 -------------------------------------------------------------- Initialization seed trial #875 of 1000; initialization seed = 493581100 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 91 BIC score: 573330 Distortion: 0.00942821 Distortions/cluster: 1.92126e-05 4.27239e-05 0.00872182 0 2.4864e-05 0.000313359 4.67043e-05 1.08283e-34 3.44908e-05 3.28638e-05 1.27749e-35 5.18241e-05 4.66957e-05 9.36493e-05 Variance: 1.59638e-06 Variances/cluster: 6.35975e-08 7.72522e-08 0.156503 0 7.22565e-08 4.79102e-07 2.74699e-06 0 6.09179e-08 6.08393e-08 0 5.30928e-08 4.51126e-08 1.02005e-07 -------------------------------------------------------------- Initialization seed trial #876 of 1000; initialization seed = 493581101 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 513261 Distortion: 0.0363184 Distortions/cluster: 1.08283e-34 3.02112e-05 3.12744e-05 9.86505e-05 4.29272e-05 3.46431e-05 2.37044e-35 0.000307974 4.90368e-05 1.27749e-35 2.82274e-05 3.58899e-05 3.99696e-05 0.0356196 Variance: 6.1494e-06 Variances/cluster: 0 7.57112e-08 6.06044e-08 9.98397e-08 4.47585e-08 4.44662e-08 0 1.71076e-05 8.51064e-08 0 5.71353e-08 6.04009e-08 6.86544e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #877 of 1000; initialization seed = 493581102 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 91 BIC score: 573173 Distortion: 0.0094289 Distortions/cluster: 9.54072e-05 4.36199e-05 1.08283e-34 0 2.87034e-05 4.22095e-05 2.78453e-05 1.27749e-35 3.58899e-05 4.67043e-05 4.90368e-05 3.99696e-05 0.00872182 0.000297696 Variance: 1.5965e-06 Variances/cluster: 1.01272e-07 4.44155e-08 0 0 7.51338e-08 4.87353e-08 5.4487e-08 0 6.04009e-08 2.74699e-06 8.51064e-08 6.86544e-08 0.156503 6.57112e-07 -------------------------------------------------------------- Initialization seed trial #878 of 1000; initialization seed = 493581103 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 46 BIC score: 498613 Distortion: 0.0492289 Distortions/cluster: 2.7094e-05 0.0446389 2.51399e-05 1.8854e-05 2.86012e-05 3.28066e-05 0.00391362 3.46333e-05 2.17412e-05 2.29791e-05 4.67043e-05 4.20705e-05 0.000297453 7.82999e-05 Variance: 8.33541e-06 Variances/cluster: 5.30168e-08 0.0422886 7.24266e-08 6.32482e-08 7.50627e-08 6.08462e-08 0.00391989 6.09541e-08 4.10172e-08 3.68804e-08 2.74699e-06 4.48473e-08 6.63905e-07 1.1137e-07 -------------------------------------------------------------- Initialization seed trial #879 of 1000; initialization seed = 493581104 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 40 BIC score: 557390 Distortion: 0.0133465 Distortions/cluster: 7.95014e-05 4.67043e-05 2.19517e-05 0.000294302 0.00391362 1.13353e-05 6.81933e-05 1.66809e-05 4.08575e-05 2.28553e-05 0 2.50233e-05 8.366e-05 0.00872182 Variance: 2.25982e-06 Variances/cluster: 1.1471e-07 2.74699e-06 4.09507e-08 6.81199e-07 0.00391989 6.12668e-08 7.6254e-08 6.20061e-08 4.38818e-08 3.67998e-08 0 5.34637e-08 9.74749e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #880 of 1000; initialization seed = 493581105 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 81 BIC score: 574151 Distortion: 0.00943281 Distortions/cluster: 4.30816e-05 0.000307974 1.27517e-05 1.19718e-05 4.96348e-05 1.27749e-35 0.00872182 2.91667e-05 0.000101576 0 1.08283e-34 2.63193e-05 0.000104435 2.4081e-05 Variance: 1.59716e-06 Variances/cluster: 6.41994e-08 1.71076e-05 5.22441e-08 5.56649e-08 8.03088e-08 0 0.156503 5.92624e-08 5.65829e-08 0 0 5.70733e-08 9.92642e-08 7.10133e-08 -------------------------------------------------------------- Initialization seed trial #881 of 1000; initialization seed = 493581106 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 64 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 4.67043e-05 8.37767e-05 2.86463e-05 6.80765e-05 8.01568e-05 2.61719e-05 1.08283e-34 1.27749e-35 0.0446389 2.14045e-05 4.81569e-35 4.10797e-05 2.29193e-05 2.96461e-05 Variance: 7.63419e-06 Variances/cluster: 2.74699e-06 9.74973e-08 7.5181e-08 7.62086e-08 1.13526e-07 5.31902e-08 0 0 0.0422886 4.07665e-08 2.67973e-31 4.39787e-08 3.68435e-08 6.24078e-08 -------------------------------------------------------------- Initialization seed trial #882 of 1000; initialization seed = 493581107 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 573044 Distortion: 0.00964049 Distortions/cluster: 1.27749e-35 0 2.31299e-05 1.17151e-05 1.53394e-05 0.000345108 1.08283e-34 1.85751e-05 0.000113737 1.8431e-05 0.00872182 0.000319065 1.03733e-05 4.32004e-05 Variance: 1.63232e-06 Variances/cluster: 0 0 6.10087e-08 5.5242e-08 3.96239e-08 3.886e-07 0 6.47015e-08 5.74085e-08 6.79897e-08 0.156503 5.20456e-07 4.84578e-08 6.41852e-08 -------------------------------------------------------------- Initialization seed trial #883 of 1000; initialization seed = 493581108 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 573152 Distortion: 0.00942885 Distortions/cluster: 3.76561e-05 2.87715e-05 0 1.27749e-35 1.08283e-34 4.07184e-05 4.6908e-05 4.27712e-05 0.000299669 9.76722e-05 3.72578e-05 4.67043e-05 0.00872182 2.88994e-05 Variance: 1.59649e-06 Variances/cluster: 4.62554e-08 7.51155e-08 0 0 0 6.9701e-08 8.44922e-08 4.4503e-08 6.14026e-07 1.0027e-07 6.07595e-08 2.74699e-06 0.156503 5.60016e-08 -------------------------------------------------------------- Initialization seed trial #884 of 1000; initialization seed = 493581109 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 61 BIC score: 498542 Distortion: 0.049224 Distortions/cluster: 2.62273e-05 0.0446389 0.000304149 2.28877e-05 2.86463e-05 3.33079e-05 4.10797e-05 2.1474e-05 8.06868e-05 2.97415e-05 3.41628e-05 2.61316e-05 0.00391362 2.297e-05 Variance: 8.33458e-06 Variances/cluster: 6.12585e-08 0.0422886 1.78889e-05 4.14594e-08 7.5181e-08 8.00416e-08 4.39787e-08 4.74936e-08 1.19525e-07 6.2346e-08 7.4731e-08 5.32163e-08 0.00391989 3.68657e-08 -------------------------------------------------------------- Initialization seed trial #885 of 1000; initialization seed = 493581110 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 503097 Distortion: 0.0453389 Distortions/cluster: 1.27749e-35 9.76919e-05 0.000295777 4.07184e-05 1.12945e-05 1.08283e-34 2.73598e-05 3.72578e-05 0.0446389 4.6908e-05 3.62567e-05 1.71648e-05 4.28e-05 4.67043e-05 Variance: 7.67674e-06 Variances/cluster: 0 1.00188e-07 6.44341e-07 6.9701e-08 6.1378e-08 0 5.69944e-08 6.07595e-08 0.0422886 8.44922e-08 4.53158e-08 6.17392e-08 4.46259e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #886 of 1000; initialization seed = 493581111 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 45 BIC score: 503243 Distortion: 0.0453064 Distortions/cluster: 1.89394e-05 4.00114e-05 0.000300791 3.26327e-05 1.08283e-34 0.0446389 3.82806e-05 3.36824e-05 4.15046e-05 2.50544e-05 4.1485e-05 4.72422e-05 4.78384e-05 1.27749e-35 Variance: 7.67125e-06 Variances/cluster: 6.33222e-08 4.74015e-08 1.87971e-05 6.08624e-08 0 0.0422886 4.11584e-08 5.91764e-08 3.37398e-07 7.2389e-08 6.19126e-08 8.00651e-08 4.87607e-08 0 -------------------------------------------------------------- Initialization seed trial #887 of 1000; initialization seed = 493581112 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 83 BIC score: 498800 Distortion: 0.0492371 Distortions/cluster: 1.8172e-05 0.00391362 2.86012e-05 1.67318e-05 1.98595e-05 2.43848e-05 0.0446389 1.74003e-05 3.90357e-05 4.35604e-05 8.366e-05 2.89249e-05 6.73163e-05 0.000296957 Variance: 8.3368e-06 Variances/cluster: 3.84963e-08 0.00391989 7.50627e-08 3.66089e-08 3.45343e-08 4.8961e-08 0.0422886 3.45214e-08 3.17326e-07 2.7222e-06 9.74749e-08 4.20383e-08 7.54422e-08 6.76384e-07 -------------------------------------------------------------- Initialization seed trial #888 of 1000; initialization seed = 493581113 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 573404 Distortion: 0.00942323 Distortions/cluster: 8.366e-05 4.20008e-05 3.71602e-05 4.16165e-05 1.27749e-35 0.00872182 0.000296857 0 2.02395e-05 2.09222e-05 4.37295e-05 1.08283e-34 4.70304e-05 6.81933e-05 Variance: 1.59553e-06 Variances/cluster: 9.74749e-08 6.30589e-08 4.63291e-08 4.6288e-08 0 0.156503 1.9788e-05 0 3.7339e-08 4.00774e-08 3.67433e-07 0 7.99773e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #889 of 1000; initialization seed = 493581114 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 81 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 4.07957e-05 7.89067e-05 3.73047e-05 1.08283e-34 2.86012e-05 2.29791e-05 2.16866e-05 4.67839e-05 4.67043e-05 1.27749e-35 0.0446389 4.20705e-05 2.7094e-05 0.000297453 Variance: 7.67513e-06 Variances/cluster: 6.98334e-08 1.11914e-07 6.0737e-08 0 7.50627e-08 3.68804e-08 4.09915e-08 8.44208e-08 2.74699e-06 0 0.0422886 4.48473e-08 5.30168e-08 6.63905e-07 -------------------------------------------------------------- Initialization seed trial #890 of 1000; initialization seed = 493581115 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 499541 Distortion: 0.0489799 Distortions/cluster: 4.08961e-05 1.95629e-05 3.25733e-05 1.65312e-05 3.78274e-05 8.366e-05 4.81569e-35 6.60089e-05 0.00391362 2.80807e-05 1.70788e-05 4.67043e-05 0.0446389 3.84629e-05 Variance: 8.29325e-06 Variances/cluster: 7.68663e-08 3.44985e-08 4.29689e-08 3.39419e-08 3.00181e-07 9.74749e-08 2.67973e-31 7.42266e-08 0.00391989 4.88312e-08 3.62575e-08 2.74699e-06 0.0422886 6.1733e-08 -------------------------------------------------------------- Initialization seed trial #891 of 1000; initialization seed = 493581116 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 573152 Distortion: 0.00942885 Distortions/cluster: 1.08283e-34 0.000299669 0 4.27712e-05 0.00872182 3.76561e-05 2.87715e-05 3.73047e-05 1.27749e-35 4.07957e-05 4.67839e-05 2.88994e-05 9.76722e-05 4.67043e-05 Variance: 1.59649e-06 Variances/cluster: 0 6.14026e-07 0 4.4503e-08 0.156503 4.62554e-08 7.51155e-08 6.0737e-08 0 6.98334e-08 8.44208e-08 5.60016e-08 1.0027e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #892 of 1000; initialization seed = 493581117 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 498474 Distortion: 0.0492262 Distortions/cluster: 0.00391362 4.72422e-05 2.31482e-05 1.94952e-05 0.0446389 4.1794e-05 2.36116e-05 3.35214e-05 3.48071e-05 7.73656e-05 2.09386e-05 2.07528e-05 2.30061e-05 0.000307974 Variance: 8.33495e-06 Variances/cluster: 0.00391989 8.00651e-08 3.7513e-08 6.41085e-08 0.0422886 6.25604e-08 6.96288e-08 6.22874e-08 6.09382e-08 1.10197e-07 4.04185e-08 4.1091e-08 4.31593e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #893 of 1000; initialization seed = 493581118 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 502704 Distortion: 0.0453293 Distortions/cluster: 2.87034e-05 0.0446389 4.15202e-05 7.52486e-05 4.07184e-05 2.29829e-05 4.67043e-05 1.08283e-34 3.72578e-05 1.27749e-35 2.52487e-05 4.6908e-05 0.000297803 2.72905e-05 Variance: 7.67513e-06 Variances/cluster: 7.51338e-08 0.0422886 4.42136e-08 1.20195e-07 6.9701e-08 3.68864e-08 2.74699e-06 0 6.07595e-08 0 4.22886e-08 8.44922e-08 6.5446e-07 5.31931e-08 -------------------------------------------------------------- Initialization seed trial #894 of 1000; initialization seed = 493581119 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 503082 Distortion: 0.0453509 Distortions/cluster: 4.67043e-05 2.16866e-05 1.08283e-34 0.0446389 7.95166e-05 8.37767e-05 1.27749e-35 4.20705e-05 2.30574e-05 6.80765e-05 0.000279932 2.73013e-05 2.2334e-05 1.75321e-05 Variance: 7.67879e-06 Variances/cluster: 2.74699e-06 4.09915e-08 0 0.0422886 1.12619e-07 9.74973e-08 0 4.48473e-08 3.69468e-08 7.62086e-08 1.01785e-06 5.28025e-08 6.95708e-08 7.79145e-08 -------------------------------------------------------------- Initialization seed trial #895 of 1000; initialization seed = 493581120 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 97 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 2.29193e-05 8.366e-05 2.96461e-05 4.67043e-05 1.27749e-35 2.86463e-05 1.08283e-34 8.01568e-05 2.14045e-05 4.81569e-35 2.61719e-05 0.0446389 4.10797e-05 6.81933e-05 Variance: 7.63419e-06 Variances/cluster: 3.68435e-08 9.74749e-08 6.24078e-08 2.74699e-06 0 7.5181e-08 0 1.13526e-07 4.07665e-08 2.67973e-31 5.31902e-08 0.0422886 4.39787e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #896 of 1000; initialization seed = 493581121 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 557509 Distortion: 0.0133246 Distortions/cluster: 4.42173e-05 4.08682e-05 4.81839e-05 1.56781e-05 1.89536e-05 9.40994e-05 0.00391362 2.07709e-05 0.000307974 0 4.94716e-05 0.00872182 2.45642e-05 2.43728e-05 Variance: 2.25611e-06 Variances/cluster: 4.47051e-08 6.32579e-08 5.10367e-08 5.9821e-08 4.62133e-08 1.0031e-07 0.00391989 7.03879e-08 1.71076e-05 0 8.03046e-08 0.156503 6.41151e-08 6.04591e-08 -------------------------------------------------------------- Initialization seed trial #897 of 1000; initialization seed = 493581122 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 607900 Distortion: 0.00437872 Distortions/cluster: 6.80765e-05 9.92547e-05 3.45357e-05 3.12744e-05 4.29272e-05 4.81569e-35 0.00391362 4.67043e-05 9.64317e-35 2.83349e-05 8.37767e-05 0 2.37044e-35 3.02112e-05 Variance: 7.41402e-07 Variances/cluster: 7.62086e-08 1.0035e-07 4.43853e-08 6.06044e-08 4.47585e-08 2.67973e-31 0.00391989 2.74699e-06 6.86694e-32 5.72371e-08 9.74973e-08 0 0 7.57112e-08 -------------------------------------------------------------- Initialization seed trial #898 of 1000; initialization seed = 493581123 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 511875 Distortion: 0.0367003 Distortions/cluster: 2.57354e-05 2.0196e-05 0.000276927 0.00391362 2.31085e-05 1.99782e-05 0.0106882 0.0214304 0.000114171 7.69248e-05 4.67043e-05 2.335e-05 2.0586e-05 2.04988e-05 Variance: 6.21407e-06 Variances/cluster: 5.70582e-08 3.48166e-08 1.93639e-06 0.00391989 4.43497e-08 4.02751e-08 0.197295 3.06048e-05 1.08907e-07 1.13784e-07 2.74699e-06 5.33056e-08 6.41259e-08 3.99551e-08 -------------------------------------------------------------- Initialization seed trial #899 of 1000; initialization seed = 493581124 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 605055 Distortion: 0.00461094 Distortions/cluster: 3.27799e-05 4.4522e-05 3.44908e-05 2.51848e-05 4.94716e-05 1.89788e-05 4.08682e-05 9.64317e-35 9.48059e-05 2.37044e-35 4.82377e-05 0.000307974 0 0.00391362 Variance: 7.80721e-07 Variances/cluster: 6.07967e-08 4.47417e-08 6.09179e-08 7.23474e-08 8.03046e-08 6.34539e-08 6.32579e-08 6.86694e-32 1.01388e-07 0 5.11478e-08 1.71076e-05 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #900 of 1000; initialization seed = 493581125 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 498595 Distortion: 0.0492289 Distortions/cluster: 1.9604e-05 0.000298073 7.74101e-05 2.29829e-05 3.85916e-05 3.44908e-05 2.447e-05 2.87715e-05 0.0446389 0.00391362 2.71031e-05 2.53108e-05 4.67043e-05 3.28638e-05 Variance: 8.33541e-06 Variances/cluster: 6.40449e-08 6.49343e-07 1.23845e-07 3.68864e-08 4.11827e-08 6.09179e-08 7.1948e-08 7.51155e-08 0.0422886 0.00391989 5.3243e-08 4.23217e-08 2.74699e-06 6.08393e-08 -------------------------------------------------------------- Initialization seed trial #901 of 1000; initialization seed = 493581126 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 81 BIC score: 575004 Distortion: 0.0091869 Distortions/cluster: 3.7004e-05 8.37767e-05 4.28824e-05 4.81569e-35 9.82411e-05 3.00803e-05 2.74568e-05 1.08283e-34 0.00872182 0 4.67043e-05 1.27749e-35 3.08605e-05 6.80765e-05 Variance: 1.55552e-06 Variances/cluster: 4.59054e-08 9.74973e-08 4.45261e-08 2.67973e-31 1.00751e-07 7.57631e-08 5.62588e-08 0 0.156503 0 2.74699e-06 0 6.08638e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #902 of 1000; initialization seed = 493581127 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 498931 Distortion: 0.04922 Distortions/cluster: 2.25074e-05 3.72413e-05 3.62143e-05 0.0446389 2.87715e-05 3.36924e-05 4.67043e-05 4.87998e-05 0.00391362 2.51231e-05 2.62813e-05 3.0599e-05 3.23673e-05 0.000299154 Variance: 8.3339e-06 Variances/cluster: 4.94509e-08 4.0876e-08 2.96805e-07 0.0422886 7.51155e-08 7.33809e-08 2.74699e-06 4.89914e-08 0.00391989 5.82711e-08 5.11263e-08 4.17971e-08 7.98937e-08 6.25794e-07 -------------------------------------------------------------- Initialization seed trial #903 of 1000; initialization seed = 493581128 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 503110 Distortion: 0.0453073 Distortions/cluster: 4.67839e-05 3.70588e-05 0.0446389 3.0528e-05 4.87943e-05 3.99122e-05 3.00268e-05 0.000300791 1.27749e-35 2.72559e-05 2.97005e-05 1.08283e-34 3.67128e-05 4.07957e-05 Variance: 7.6714e-06 Variances/cluster: 8.44208e-08 4.08101e-08 0.0422886 6.08078e-08 4.90352e-08 3.382e-07 7.58193e-08 1.87971e-05 0 5.48359e-08 4.11887e-08 0 5.98708e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #904 of 1000; initialization seed = 493581129 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 78 BIC score: 498724 Distortion: 0.0492138 Distortions/cluster: 3.67128e-05 3.25794e-05 0.00391362 2.22907e-05 2.27887e-05 1.93288e-05 0.000300632 4.07957e-05 4.67043e-05 0.0446389 2.97647e-05 3.28124e-05 4.67839e-05 3.00268e-05 Variance: 8.33284e-06 Variances/cluster: 5.98708e-08 4.55616e-08 0.00391989 3.62998e-08 4.84822e-08 3.96044e-08 2.56921e-06 6.98334e-08 2.74699e-06 0.0422886 6.11135e-08 3.86905e-08 8.44208e-08 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #905 of 1000; initialization seed = 493581130 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 78 BIC score: 502585 Distortion: 0.0453267 Distortions/cluster: 1.08283e-34 2.62596e-05 4.07957e-05 0.000307974 4.24907e-05 3.73047e-05 2.0552e-05 2.06708e-05 0.0446389 7.93302e-05 2.21424e-05 4.34495e-05 1.27749e-35 4.67839e-05 Variance: 7.67468e-06 Variances/cluster: 0 4.85343e-08 6.98334e-08 1.71076e-05 6.32247e-08 6.0737e-08 4.04531e-08 3.99015e-08 0.0422886 1.08513e-07 3.67162e-08 7.74439e-08 0 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #906 of 1000; initialization seed = 493581131 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 84 BIC score: 499638 Distortion: 0.0489746 Distortions/cluster: 2.35247e-05 0.00391362 2.95988e-05 2.86463e-05 6.60089e-05 3.78274e-05 0.0446389 2.2302e-05 8.366e-05 3.33853e-05 4.67043e-05 1.92403e-05 4.81569e-35 3.11248e-05 Variance: 8.29234e-06 Variances/cluster: 4.86004e-08 0.00391989 6.24396e-08 7.5181e-08 7.42266e-08 3.00181e-07 0.0422886 3.63182e-08 9.74749e-08 3.89981e-08 2.74699e-06 3.98312e-08 2.67973e-31 4.31652e-08 -------------------------------------------------------------- Initialization seed trial #907 of 1000; initialization seed = 493581132 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 61 BIC score: 513289 Distortion: 0.0363266 Distortions/cluster: 2.78453e-05 1.08283e-34 1.27749e-35 3.58899e-05 4.67043e-05 2.37044e-35 0.000297696 9.54072e-05 3.99696e-05 2.87034e-05 0.0356196 4.22095e-05 4.36199e-05 4.90368e-05 Variance: 6.1508e-06 Variances/cluster: 5.4487e-08 0 0 6.04009e-08 2.74699e-06 0 6.57112e-07 1.01272e-07 6.86544e-08 7.51338e-08 0.035575 4.87353e-08 4.44155e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #908 of 1000; initialization seed = 493581133 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 499631 Distortion: 0.0489941 Distortions/cluster: 8.37767e-05 1.75715e-05 2.42944e-05 7.88843e-05 2.2375e-05 0.00391362 4.81569e-35 2.23566e-05 4.67043e-05 2.55915e-05 6.80765e-05 4.04566e-05 0.0446389 1.14707e-05 Variance: 8.29565e-06 Variances/cluster: 9.74973e-08 6.38917e-08 5.42237e-08 1.15486e-07 3.63188e-08 0.00391989 2.67973e-31 4.11684e-08 2.74699e-06 5.61171e-08 7.62086e-08 4.36858e-08 0.0422886 6.13353e-08 -------------------------------------------------------------- Initialization seed trial #909 of 1000; initialization seed = 493581134 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 504207 Distortion: 0.0450985 Distortions/cluster: 7.24226e-05 2.49426e-05 6.80765e-05 4.67043e-05 1.08283e-34 8.15731e-05 4.81569e-35 2.33859e-05 1.27749e-35 8.37767e-05 1.22168e-05 2.42186e-05 0.0446389 2.22993e-05 Variance: 7.63605e-06 Variances/cluster: 5.04286e-08 6.083e-08 7.62086e-08 2.74699e-06 0 1.13919e-07 2.67973e-31 4.76251e-08 0 9.74973e-08 6.20088e-08 7.22889e-08 0.0422886 4.05404e-08 -------------------------------------------------------------- Initialization seed trial #910 of 1000; initialization seed = 493581135 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 503653 Distortion: 0.0450875 Distortions/cluster: 4.81569e-35 2.14045e-05 2.31538e-05 1.08283e-34 8.37767e-05 2.86463e-05 7.94619e-05 2.61719e-05 2.96461e-05 1.27749e-35 0.0446389 4.67043e-05 6.80765e-05 4.15428e-05 Variance: 7.63419e-06 Variances/cluster: 2.67973e-31 4.07665e-08 3.69827e-08 0 9.74973e-08 7.5181e-08 1.12702e-07 5.31902e-08 6.24078e-08 0 0.0422886 2.74699e-06 7.62086e-08 4.46178e-08 -------------------------------------------------------------- Initialization seed trial #911 of 1000; initialization seed = 493581136 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 80 BIC score: 556948 Distortion: 0.0133232 Distortions/cluster: 2.06641e-05 0 2.22475e-05 4.79041e-05 4.34495e-05 0.000307974 3.62201e-05 0.00391362 4.24086e-05 2.61723e-05 0.00872182 4.07662e-05 7.95391e-05 2.04141e-05 Variance: 2.25588e-06 Variances/cluster: 3.98117e-08 0 3.67685e-08 8.47593e-08 7.74439e-08 1.71076e-05 6.04477e-08 0.00391989 6.31966e-08 4.84626e-08 0.156503 6.93081e-08 1.08354e-07 4.05006e-08 -------------------------------------------------------------- Initialization seed trial #912 of 1000; initialization seed = 493581137 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 67 BIC score: 513967 Distortion: 0.0363542 Distortions/cluster: 8.37767e-05 1.08283e-34 0 1.27749e-35 4.36199e-05 0.0356196 4.22972e-05 0.000297696 9.59243e-05 6.80765e-05 2.78453e-05 2.37044e-35 2.87034e-05 4.67043e-05 Variance: 6.15547e-06 Variances/cluster: 9.74973e-08 0 0 0 4.44155e-08 0.035575 4.87802e-08 6.57112e-07 1.01821e-07 7.62086e-08 5.4487e-08 0 7.51338e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #913 of 1000; initialization seed = 493581138 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 498727 Distortion: 0.0492563 Distortions/cluster: 4.67043e-05 0.0446389 2.09241e-05 6.80765e-05 2.10055e-05 2.43043e-05 8.37767e-05 2.1666e-05 1.86759e-05 0.00391362 7.2439e-05 0.00028239 2.03684e-05 2.34116e-05 Variance: 8.34004e-06 Variances/cluster: 2.74699e-06 0.0422886 4.12667e-08 7.62086e-08 4.61621e-08 4.07752e-08 9.74973e-08 6.89945e-08 3.74986e-08 0.00391989 1.24883e-07 1.60437e-06 3.48733e-08 5.52111e-08 -------------------------------------------------------------- Initialization seed trial #914 of 1000; initialization seed = 493581139 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 52 BIC score: 514197 Distortion: 0.0363285 Distortions/cluster: 1.08283e-34 4.70304e-05 4.15486e-05 0 0.000300791 0.0356196 4.77407e-05 1.27749e-35 2.37044e-35 3.73008e-05 8.366e-05 4.12327e-05 6.73163e-05 4.23589e-05 Variance: 6.15112e-06 Variances/cluster: 0 7.99773e-08 6.20074e-08 0 1.87971e-05 0.035575 4.88603e-08 0 0 4.04528e-08 9.74749e-08 4.80514e-08 7.54422e-08 3.38831e-07 -------------------------------------------------------------- Initialization seed trial #915 of 1000; initialization seed = 493581140 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 503672 Distortion: 0.0450764 Distortions/cluster: 3.73047e-05 4.81569e-35 4.29076e-05 4.67043e-05 3.70447e-05 1.27749e-35 0.0446389 4.67839e-05 9.75704e-05 1.08283e-34 2.74568e-05 4.07957e-05 3.08605e-05 3.00803e-05 Variance: 7.63231e-06 Variances/cluster: 6.0737e-08 2.67973e-31 4.45522e-08 2.74699e-06 4.5899e-08 0 0.0422886 8.44208e-08 1.00269e-07 0 5.62588e-08 6.98334e-08 6.08638e-08 7.57631e-08 -------------------------------------------------------------- Initialization seed trial #916 of 1000; initialization seed = 493581141 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 71 BIC score: 502712 Distortion: 0.0453211 Distortions/cluster: 8.35241e-05 2.34655e-05 2.31697e-05 2.86463e-05 4.67839e-05 0.000304149 0.0446389 1.27749e-35 4.07957e-05 3.83178e-05 2.97415e-05 3.73047e-05 1.08283e-34 2.62597e-05 Variance: 7.67373e-06 Variances/cluster: 1.2654e-07 4.1528e-08 3.7008e-08 7.5181e-08 8.44208e-08 1.78889e-05 0.0422886 0 6.98334e-08 4.10659e-08 6.2346e-08 6.0737e-08 0 5.32602e-08 -------------------------------------------------------------- Initialization seed trial #917 of 1000; initialization seed = 493581142 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 504129 Distortion: 0.0453434 Distortions/cluster: 0.00010376 1.08283e-34 4.28162e-05 0.000100996 2.09158e-05 2.67365e-05 1.24914e-05 1.67677e-05 1.27749e-35 1.15002e-05 0.0446389 4.96348e-05 0.000307974 1.09004e-05 Variance: 7.67752e-06 Variances/cluster: 9.83424e-08 0 6.37091e-08 5.64796e-08 4.64646e-08 6.27412e-08 5.13886e-08 7.45e-08 0 5.47453e-08 0.0422886 8.03088e-08 1.71076e-05 5.47582e-08 -------------------------------------------------------------- Initialization seed trial #918 of 1000; initialization seed = 493581143 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 557570 Distortion: 0.0133347 Distortions/cluster: 2.52397e-05 0.000313127 0.00872182 4.73701e-05 0.00391362 0 1.22558e-05 4.67043e-05 5.13219e-05 2.49094e-05 2.85507e-05 4.2724e-05 1.3329e-05 9.37256e-05 Variance: 2.25782e-06 Variances/cluster: 7.35621e-08 4.80953e-07 0.156503 4.50674e-08 0.00391989 0 5.6201e-08 2.74699e-06 5.32881e-08 5.4016e-08 5.93375e-08 7.73923e-08 5.37287e-08 1.01977e-07 -------------------------------------------------------------- Initialization seed trial #919 of 1000; initialization seed = 493581144 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 71 BIC score: 509190 Distortion: 0.0399692 Distortions/cluster: 3.35214e-05 4.81569e-35 1.94952e-05 0.0356196 3.48071e-05 4.31422e-05 0.00391362 9.41233e-05 2.37044e-35 5.11104e-05 4.64237e-05 2.36116e-05 4.31034e-05 4.67043e-05 Variance: 6.76756e-06 Variances/cluster: 6.22874e-08 2.67973e-31 6.41085e-08 0.035575 6.09382e-08 6.53614e-08 0.00391989 1.0241e-07 0 5.27943e-08 4.50675e-08 6.96288e-08 7.72401e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #920 of 1000; initialization seed = 493581145 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 503065 Distortion: 0.0453416 Distortions/cluster: 1.27749e-35 2.31281e-05 8.366e-05 0.0446389 2.2517e-05 2.29781e-05 3.78033e-05 6.81933e-05 8.41329e-05 1.08283e-34 0.000304149 1.9419e-05 1.25053e-05 2.4224e-05 Variance: 7.67721e-06 Variances/cluster: 0 4.12962e-08 9.74749e-08 0.0422886 3.63721e-08 5.02762e-08 4.08207e-08 7.6254e-08 1.2727e-07 0 1.78889e-05 7.41129e-08 6.12955e-08 5.4309e-08 -------------------------------------------------------------- Initialization seed trial #921 of 1000; initialization seed = 493581146 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 69 BIC score: 557362 Distortion: 0.0133285 Distortions/cluster: 4.22095e-05 0 3.28638e-05 2.43786e-05 2.78453e-05 4.36199e-05 0.000297696 1.96949e-05 3.44908e-05 0.00391362 0.00872182 9.48599e-05 2.87034e-05 4.67043e-05 Variance: 2.25677e-06 Variances/cluster: 4.87353e-08 0 6.08393e-08 7.18907e-08 5.4487e-08 4.44155e-08 6.57112e-07 6.41321e-08 6.09179e-08 0.00391989 0.156503 1.00799e-07 7.51338e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #922 of 1000; initialization seed = 493581147 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 503093 Distortion: 0.0453209 Distortions/cluster: 6.73163e-05 1.08283e-34 0.0446389 1.93128e-05 2.39886e-05 2.86463e-05 8.366e-05 4.17482e-05 2.95988e-05 3.32645e-05 2.27283e-05 3.08892e-05 1.27749e-35 0.000300791 Variance: 7.6737e-06 Variances/cluster: 7.54422e-08 0 0.0422886 3.95716e-08 4.94565e-08 7.5181e-08 9.74749e-08 3.39376e-07 6.24396e-08 3.8948e-08 3.67135e-08 4.32584e-08 0 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #923 of 1000; initialization seed = 493581148 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 557043 Distortion: 0.0133355 Distortions/cluster: 3.99696e-05 2.66441e-05 2.10557e-05 3.51423e-05 9.31791e-05 0.00391362 0.000300177 2.9408e-05 0 3.58899e-05 4.90368e-05 0.00872182 2.28462e-05 4.67043e-05 Variance: 2.25796e-06 Variances/cluster: 6.86544e-08 5.49313e-08 3.98747e-08 4.5107e-08 1.00834e-07 0.00391989 7.52264e-07 6.07554e-08 0 6.04009e-08 8.51064e-08 0.156503 4.26198e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #924 of 1000; initialization seed = 493581149 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 498712 Distortion: 0.0492278 Distortions/cluster: 2.22531e-05 3.61391e-05 1.15575e-05 4.0274e-05 1.72269e-05 4.06528e-05 0.000307974 7.69665e-05 0.0446389 2.43816e-05 4.90368e-05 2.58511e-05 2.29397e-05 0.00391362 Variance: 8.33522e-06 Variances/cluster: 3.62386e-08 6.1129e-08 6.17997e-08 6.8705e-08 6.3563e-08 4.37089e-08 1.71076e-05 1.15382e-07 0.0422886 5.42972e-08 8.51064e-08 5.61933e-08 4.14035e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #925 of 1000; initialization seed = 493581150 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 687184 Distortion: 0.000734595 Distortions/cluster: 3.80351e-05 6.80765e-05 0 4.29557e-05 1.08283e-34 2.37044e-35 1.27749e-35 8.37767e-05 0.000299528 9.82125e-05 9.64317e-35 2.87715e-05 4.67043e-05 2.85345e-05 Variance: 1.24381e-07 Variances/cluster: 4.64357e-08 7.62086e-08 0 4.4556e-08 0 0 0 9.74973e-08 6.17534e-07 1.00825e-07 6.86694e-32 7.51155e-08 2.74699e-06 5.57265e-08 -------------------------------------------------------------- Initialization seed trial #926 of 1000; initialization seed = 493581151 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 503094 Distortion: 0.0453389 Distortions/cluster: 1.15485e-05 4.28e-05 2.73598e-05 3.58899e-05 1.08283e-34 3.99696e-05 4.90368e-05 3.62567e-05 9.76919e-05 0.0446389 0.000295276 1.27749e-35 1.74113e-05 4.67043e-05 Variance: 7.67675e-06 Variances/cluster: 6.14228e-08 4.46259e-08 5.69944e-08 6.04009e-08 0 6.86544e-08 8.51064e-08 4.53158e-08 1.00188e-07 0.0422886 6.44655e-07 0 6.3309e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #927 of 1000; initialization seed = 493581152 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 42 BIC score: 504357 Distortion: 0.0452877 Distortions/cluster: 1.27749e-35 4.96348e-05 1.07984e-05 4.27702e-05 0.000345108 1.76164e-05 1.14997e-05 1.72779e-05 2.4001e-05 1.08283e-34 1.6829e-05 0.0446389 4.81569e-35 0.00011327 Variance: 7.66809e-06 Variances/cluster: 0 8.03088e-08 4.90681e-08 6.37354e-08 3.886e-07 4.22319e-08 5.5005e-08 6.93674e-08 6.13634e-08 0 6.34858e-08 0.0422886 2.67973e-31 5.73171e-08 -------------------------------------------------------------- Initialization seed trial #928 of 1000; initialization seed = 493581153 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 36 BIC score: 514105 Distortion: 0.0360808 Distortions/cluster: 3.93613e-05 8.663e-05 8.366e-05 4.00832e-05 4.67043e-05 3.70266e-05 2.17441e-05 6.81933e-05 0.0356196 2.37044e-35 3.78154e-05 1.27749e-35 4.81569e-35 1.08283e-34 Variance: 6.10917e-06 Variances/cluster: 7.65724e-08 1.03491e-07 9.74749e-08 4.40437e-08 2.74699e-06 5.75785e-08 3.59365e-08 7.6254e-08 0.035575 0 6.03065e-08 0 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #929 of 1000; initialization seed = 493581154 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 502829 Distortion: 0.0453284 Distortions/cluster: 0.0446389 8.54931e-05 2.44478e-05 3.66976e-05 1.27749e-35 3.3606e-05 3.48071e-05 3.767e-05 1.08283e-34 2.40901e-05 0.000309691 3.73681e-05 1.89345e-05 4.67043e-05 Variance: 7.67498e-06 Variances/cluster: 0.0422886 1.02378e-07 4.04718e-08 5.74241e-08 0 6.23287e-08 6.09382e-08 6.01706e-08 0 7.00075e-08 5.95511e-07 4.10151e-08 6.35182e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #930 of 1000; initialization seed = 493581155 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 86 BIC score: 513444 Distortion: 0.0363259 Distortions/cluster: 2.37044e-35 9.36493e-05 3.46333e-05 1.08283e-34 2.4864e-05 0.000313359 4.27239e-05 4.66957e-05 1.92126e-05 5.18241e-05 3.27217e-05 1.27749e-35 4.67043e-05 0.0356196 Variance: 6.15068e-06 Variances/cluster: 0 1.02005e-07 6.09541e-08 0 7.22565e-08 4.79102e-07 7.72522e-08 4.51126e-08 6.35975e-08 5.30928e-08 6.08015e-08 0 2.74699e-06 0.035575 -------------------------------------------------------------- Initialization seed trial #931 of 1000; initialization seed = 493581156 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 67 BIC score: 503655 Distortion: 0.0450875 Distortions/cluster: 0.0446389 1.27749e-35 6.81933e-05 1.08283e-34 2.29193e-05 4.67043e-05 2.14045e-05 8.366e-05 4.10797e-05 2.61719e-05 2.96461e-05 8.01568e-05 4.81569e-35 2.86463e-05 Variance: 7.63419e-06 Variances/cluster: 0.0422886 0 7.6254e-08 0 3.68435e-08 2.74699e-06 4.07665e-08 9.74749e-08 4.39787e-08 5.31902e-08 6.24078e-08 1.13526e-07 2.67973e-31 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #932 of 1000; initialization seed = 493581157 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 65 BIC score: 508025 Distortion: 0.0402155 Distortions/cluster: 2.14045e-05 4.90368e-05 3.99696e-05 2.96461e-05 0.000307974 2.37044e-35 0.00391362 3.58899e-05 2.86463e-05 4.17764e-05 2.29193e-05 7.8852e-05 0.0356196 2.61719e-05 Variance: 6.80925e-06 Variances/cluster: 4.07665e-08 8.51064e-08 6.86544e-08 6.24078e-08 1.71076e-05 0 0.00391989 6.04009e-08 7.5181e-08 4.46767e-08 3.68435e-08 1.11995e-07 0.035575 5.31902e-08 -------------------------------------------------------------- Initialization seed trial #933 of 1000; initialization seed = 493581158 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 82 BIC score: 573093 Distortion: 0.00943978 Distortions/cluster: 0.000297453 4.67043e-05 0 1.27749e-35 1.08283e-34 0.00872182 2.7094e-05 7.95166e-05 6.81933e-05 8.366e-05 2.86012e-05 2.29791e-05 2.16866e-05 4.20705e-05 Variance: 1.59834e-06 Variances/cluster: 6.63905e-07 2.74699e-06 0 0 0 0.156503 5.30168e-08 1.12619e-07 7.6254e-08 9.74749e-08 7.50627e-08 3.68804e-08 4.09915e-08 4.48473e-08 -------------------------------------------------------------- Initialization seed trial #934 of 1000; initialization seed = 493581159 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 557739 Distortion: 0.0135511 Distortions/cluster: 0.0003196 1.7679e-05 1.2505e-05 0.000114318 0.00872182 1.68854e-05 4.26945e-05 0.00391362 0 9.41552e-06 9.6935e-06 0.000344057 2.35134e-05 5.27634e-06 Variance: 2.29446e-06 Variances/cluster: 5.15442e-07 7.15526e-08 5.70825e-08 5.74693e-08 0.156503 4.17821e-08 6.37177e-08 0.00391989 0 5.44078e-08 4.72701e-08 3.93173e-07 6.16946e-08 4.35918e-08 -------------------------------------------------------------- Initialization seed trial #935 of 1000; initialization seed = 493581160 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 502719 Distortion: 0.0453293 Distortions/cluster: 4.20705e-05 0.0446389 2.16866e-05 2.86012e-05 2.7094e-05 1.27749e-35 4.67043e-05 0.000297453 2.29791e-05 4.67839e-05 1.08283e-34 4.07957e-05 3.73047e-05 7.89067e-05 Variance: 7.67513e-06 Variances/cluster: 4.48473e-08 0.0422886 4.09915e-08 7.50627e-08 5.30168e-08 0 2.74699e-06 6.63905e-07 3.68804e-08 8.44208e-08 0 6.98334e-08 6.0737e-08 1.11914e-07 -------------------------------------------------------------- Initialization seed trial #936 of 1000; initialization seed = 493581161 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 38 BIC score: 508235 Distortion: 0.0402295 Distortions/cluster: 0.000299103 2.87715e-05 0.00391362 3.41628e-05 2.37044e-35 4.27138e-05 2.88388e-05 2.1474e-05 3.888e-05 4.67043e-05 0.0356196 3.33079e-05 9.61468e-05 2.62273e-05 Variance: 6.81163e-06 Variances/cluster: 6.26999e-07 7.51155e-08 0.00391989 7.4731e-08 0 4.44433e-08 5.56684e-08 4.74936e-08 4.68381e-08 2.74699e-06 0.035575 8.00416e-08 9.96251e-08 6.12585e-08 -------------------------------------------------------------- Initialization seed trial #937 of 1000; initialization seed = 493581162 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 73 BIC score: 503233 Distortion: 0.0453386 Distortions/cluster: 1.27749e-35 0.0446389 0.000312931 2.23127e-05 9.36493e-05 1.08941e-05 1.91944e-05 4.27239e-05 5.18241e-05 4.67043e-05 4.66957e-05 2.96641e-05 2.30833e-05 1.08283e-34 Variance: 7.6767e-06 Variances/cluster: 0 0.0422886 4.79179e-07 4.89156e-08 1.02005e-07 5.52826e-08 6.439e-08 7.72522e-08 5.30928e-08 2.74699e-06 4.51126e-08 6.07671e-08 7.37255e-08 0 -------------------------------------------------------------- Initialization seed trial #938 of 1000; initialization seed = 493581163 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 557474 Distortion: 0.0133174 Distortions/cluster: 2.95988e-05 0.00872182 3.34892e-05 0.000300791 2.22628e-05 0.00391362 2.39374e-05 0 6.73163e-05 3.12568e-05 2.86463e-05 8.366e-05 4.17482e-05 1.92403e-05 Variance: 2.25489e-06 Variances/cluster: 6.24396e-08 0.156503 3.90283e-08 1.87971e-05 3.63136e-08 0.00391989 4.9453e-08 0 7.54422e-08 4.32882e-08 7.5181e-08 9.74749e-08 3.39376e-07 3.98312e-08 -------------------------------------------------------------- Initialization seed trial #939 of 1000; initialization seed = 493581164 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 557344 Distortion: 0.0133285 Distortions/cluster: 2.87715e-05 3.44908e-05 1.96949e-05 4.67043e-05 4.29557e-05 3.80351e-05 0.000299528 0 2.43786e-05 0.00391362 0.00872182 2.85345e-05 3.28638e-05 9.7061e-05 Variance: 2.25677e-06 Variances/cluster: 7.51155e-08 6.09179e-08 6.41321e-08 2.74699e-06 4.4556e-08 4.64357e-08 6.17534e-07 0 7.18907e-08 0.00391989 0.156503 5.57265e-08 6.08393e-08 9.98481e-08 -------------------------------------------------------------- Initialization seed trial #940 of 1000; initialization seed = 493581165 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 71 BIC score: 688858 Distortion: 0.000718136 Distortions/cluster: 0 1.08283e-34 3.33158e-05 0.000104435 0.000101576 1.27749e-35 9.64317e-35 3.44908e-05 2.40209e-05 0.000307974 1.96059e-05 4.96348e-05 2.37044e-35 4.30816e-05 Variance: 1.21594e-07 Variances/cluster: 0 0 6.16762e-08 9.92642e-08 5.65829e-08 0 6.86694e-32 6.09179e-08 7.04205e-08 1.71076e-05 6.42612e-08 8.03088e-08 0 6.41994e-08 -------------------------------------------------------------- Initialization seed trial #941 of 1000; initialization seed = 493581166 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 499256 Distortion: 0.0489735 Distortions/cluster: 2.57254e-05 3.00268e-05 3.61391e-05 4.0274e-05 0.00391362 4.81569e-35 7.66228e-05 4.07238e-05 2.34655e-05 4.67043e-05 4.90368e-05 2.25053e-05 0.0446389 2.97647e-05 Variance: 8.29217e-06 Variances/cluster: 5.38139e-08 7.58193e-08 6.1129e-08 6.8705e-08 0.00391989 2.67973e-31 1.16437e-07 4.36913e-08 4.1528e-08 2.74699e-06 8.51064e-08 3.64712e-08 0.0422886 6.11135e-08 -------------------------------------------------------------- Initialization seed trial #942 of 1000; initialization seed = 493581167 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 499192 Distortion: 0.0492359 Distortions/cluster: 9.35991e-05 0.00391362 4.3035e-05 4.97782e-05 4.59767e-05 2.42831e-05 0.000307974 1.81104e-05 1.85751e-05 4.44008e-05 1.57124e-05 1.14431e-05 1.04816e-05 0.0446389 Variance: 8.33659e-06 Variances/cluster: 1.00527e-07 0.00391989 6.49039e-08 5.17927e-08 7.85864e-08 6.43901e-08 1.71076e-05 6.65614e-08 6.47015e-08 4.47098e-08 3.99676e-08 5.49975e-08 4.87359e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #943 of 1000; initialization seed = 493581168 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 518405 Distortion: 0.0320758 Distortions/cluster: 1.89333e-05 3.49046e-05 3.49127e-05 0 1.27749e-35 0.000113752 1.68252e-05 4.67043e-05 3.84255e-05 3.66863e-05 0.0214293 0.00998646 0.000302323 1.65145e-05 Variance: 5.43105e-06 Variances/cluster: 3.39266e-08 5.68423e-08 5.79896e-08 0 0 1.08611e-07 3.44043e-08 2.74699e-06 7.71536e-08 4.60843e-08 3.0691e-05 0.185417 2.49825e-06 3.5512e-08 -------------------------------------------------------------- Initialization seed trial #944 of 1000; initialization seed = 493581169 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 557353 Distortion: 0.0133461 Distortions/cluster: 4.0231e-05 4.67043e-05 0.00028676 6.81933e-05 0 8.366e-05 7.85545e-05 2.25379e-05 2.37045e-05 0.00391362 1.57942e-05 2.24268e-05 2.2121e-05 0.00872182 Variance: 2.25976e-06 Variances/cluster: 4.3678e-08 2.74699e-06 1.18978e-06 7.6254e-08 0 9.74749e-08 1.16023e-07 3.63472e-08 5.46138e-08 0.00391989 6.58038e-08 4.11461e-08 4.84009e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #945 of 1000; initialization seed = 493581170 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 56 BIC score: 502823 Distortion: 0.0453198 Distortions/cluster: 3.44908e-05 1.91514e-05 2.50109e-05 3.36913e-05 2.45285e-05 0.0446389 1.08283e-34 3.27799e-05 0.000307974 3.9971e-05 8.43873e-05 3.73976e-05 4.14869e-05 1.27749e-35 Variance: 7.67352e-06 Variances/cluster: 6.09179e-08 6.36054e-08 7.22633e-08 5.37289e-08 4.04713e-08 0.0422886 0 6.07967e-08 1.71076e-05 6.30404e-08 1.03154e-07 4.10475e-08 7.71071e-08 0 -------------------------------------------------------------- Initialization seed trial #946 of 1000; initialization seed = 493581171 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 98 BIC score: 503238 Distortion: 0.0453382 Distortions/cluster: 5.18241e-05 2.63193e-05 2.3905e-05 1.27749e-35 1.08283e-34 4.67043e-05 0.000313359 1.21482e-05 4.66957e-05 2.91667e-05 9.36493e-05 4.27239e-05 1.27517e-05 0.0446389 Variance: 7.67663e-06 Variances/cluster: 5.30928e-08 5.70733e-08 7.09127e-08 0 0 2.74699e-06 4.79102e-07 5.59643e-08 4.51126e-08 5.92624e-08 1.02005e-07 7.72522e-08 5.22441e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #947 of 1000; initialization seed = 493581172 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 19 BIC score: 557094 Distortion: 0.0133177 Distortions/cluster: 3.73047e-05 4.67839e-05 2.93543e-05 0.000307974 2.90326e-05 7.8852e-05 0 2.29193e-05 0.00391362 2.14045e-05 4.07957e-05 0.00872182 4.17764e-05 2.60762e-05 Variance: 2.25495e-06 Variances/cluster: 6.0737e-08 8.44208e-08 6.17935e-08 1.71076e-05 7.5797e-08 1.11995e-07 0 3.68435e-08 0.00391989 4.07665e-08 6.98334e-08 0.156503 4.46767e-08 5.32119e-08 -------------------------------------------------------------- Initialization seed trial #948 of 1000; initialization seed = 493581173 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 557177 Distortion: 0.0133474 Distortions/cluster: 8.366e-05 0.00872182 3.3467e-05 0.00029649 4.67043e-05 6.81933e-05 2.87034e-05 2.32097e-05 0 0.00391362 7.23552e-05 2.396e-05 1.56876e-05 1.95583e-05 Variance: 2.25998e-06 Variances/cluster: 9.74749e-08 0.156503 3.87765e-08 6.87857e-07 2.74699e-06 7.6254e-08 7.51338e-08 4.04312e-08 0 0.00391989 1.24954e-07 4.88937e-08 5.22866e-08 3.78992e-08 -------------------------------------------------------------- Initialization seed trial #949 of 1000; initialization seed = 493581174 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 503093 Distortion: 0.045317 Distortions/cluster: 3.71755e-05 1.27749e-35 4.6908e-05 1.08283e-34 3.67128e-05 3.62143e-05 4.67043e-05 0.0446389 3.01067e-05 2.55187e-05 4.06713e-05 4.87088e-05 0.00029894 3.04234e-05 Variance: 7.67304e-06 Variances/cluster: 4.08486e-08 0 8.44922e-08 0 5.98708e-08 2.96805e-07 2.74699e-06 0.0422886 4.15216e-08 5.11351e-08 6.97398e-08 4.89493e-08 6.20156e-07 7.54862e-08 -------------------------------------------------------------- Initialization seed trial #950 of 1000; initialization seed = 493581175 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 34 BIC score: 558719 Distortion: 0.0130747 Distortions/cluster: 4.45648e-05 9.41759e-05 0.00872182 3.3134e-05 4.22437e-05 2.63467e-05 4.67043e-05 4.91981e-05 0.00391362 2.2611e-05 4.72422e-05 3.30761e-05 4.81569e-35 0 Variance: 2.21381e-06 Variances/cluster: 4.47847e-08 1.01147e-07 0.156503 7.31204e-08 6.36145e-08 6.12513e-08 2.74699e-06 5.15647e-08 0.00391989 4.94611e-08 8.00651e-08 8.0062e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #951 of 1000; initialization seed = 493581176 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 498721 Distortion: 0.0492253 Distortions/cluster: 1.53545e-05 0.000307974 4.0292e-05 2.34425e-05 2.39416e-05 4.55148e-05 2.90191e-05 2.41251e-05 0.00391362 2.13408e-05 4.15386e-05 1.89536e-05 0.0446389 8.12306e-05 Variance: 8.33479e-06 Variances/cluster: 5.92646e-08 1.71076e-05 6.10432e-08 3.73841e-08 6.26536e-08 7.97044e-08 5.06393e-08 6.02935e-08 0.00391989 7.08776e-08 4.46133e-08 4.62133e-08 0.0422886 1.05348e-07 -------------------------------------------------------------- Initialization seed trial #952 of 1000; initialization seed = 493581177 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 572971 Distortion: 0.00943725 Distortions/cluster: 4.23707e-05 0.000307974 1.92196e-05 0 2.91294e-05 1.08283e-34 0.00872182 1.27749e-35 8.07411e-05 8.366e-05 4.12991e-05 2.24485e-05 6.81933e-05 2.03946e-05 Variance: 1.59791e-06 Variances/cluster: 7.73126e-08 1.71076e-05 3.97064e-08 0 5.00457e-08 0 0.156503 0 1.07502e-07 9.74749e-08 6.30466e-08 4.19562e-08 7.6254e-08 3.5159e-08 -------------------------------------------------------------- Initialization seed trial #953 of 1000; initialization seed = 493581178 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 503012 Distortion: 0.045332 Distortions/cluster: 3.28638e-05 2.87034e-05 2.43786e-05 0.0446389 1.96949e-05 2.78453e-05 0.000297696 1.27749e-35 1.08283e-34 3.44908e-05 4.67043e-05 4.22095e-05 4.36199e-05 9.48599e-05 Variance: 7.67558e-06 Variances/cluster: 6.08393e-08 7.51338e-08 7.18907e-08 0.0422886 6.41321e-08 5.4487e-08 6.57112e-07 0 0 6.09179e-08 2.74699e-06 4.87353e-08 4.44155e-08 1.00799e-07 -------------------------------------------------------------- Initialization seed trial #954 of 1000; initialization seed = 493581179 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 687955 Distortion: 0.000720401 Distortions/cluster: 4.65898e-05 5.19309e-05 3.99696e-05 0 4.90368e-05 0.000313359 9.64317e-35 3.58899e-05 4.67043e-05 1.08283e-34 4.27239e-05 2.37044e-35 9.4196e-05 1.27749e-35 Variance: 1.21978e-07 Variances/cluster: 4.49668e-08 5.32567e-08 6.86544e-08 0 8.51064e-08 4.79102e-07 6.86694e-32 6.04009e-08 2.74699e-06 0 7.72522e-08 0 1.02489e-07 0 -------------------------------------------------------------- Initialization seed trial #955 of 1000; initialization seed = 493581180 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 558574 Distortion: 0.013084 Distortions/cluster: 7.59034e-05 0 6.81933e-05 2.97415e-05 2.52042e-05 8.366e-05 0.00391362 2.86463e-05 2.62597e-05 4.67043e-05 4.12818e-05 4.81569e-35 0.00872182 2.29829e-05 Variance: 2.21538e-06 Variances/cluster: 1.20854e-07 0 7.6254e-08 6.2346e-08 4.22849e-08 9.74749e-08 0.00391989 7.5181e-08 5.32602e-08 2.74699e-06 4.40536e-08 2.67973e-31 0.156503 3.68864e-08 -------------------------------------------------------------- Initialization seed trial #956 of 1000; initialization seed = 493581181 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 48 BIC score: 574086 Distortion: 0.00943177 Distortions/cluster: 0.00010376 4.96348e-05 2.45642e-05 1.56468e-05 0 2.10477e-05 0.000101095 2.40201e-05 0.000307974 1.27749e-35 1.90592e-05 0.00872182 4.31509e-05 1.08283e-34 Variance: 1.59698e-06 Variances/cluster: 9.83424e-08 8.03088e-08 6.41151e-08 5.97016e-08 0 7.06079e-08 5.65038e-08 6.03328e-08 1.71076e-05 0 4.62452e-08 0.156503 6.42071e-08 0 -------------------------------------------------------------- Initialization seed trial #957 of 1000; initialization seed = 493581182 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 4.67043e-05 4.81569e-35 0 0.00391362 2.86463e-05 8.01568e-05 6.80765e-05 4.10797e-05 2.61719e-05 2.29193e-05 8.37767e-05 2.14045e-05 0.00872182 2.96461e-05 Variance: 2.21538e-06 Variances/cluster: 2.74699e-06 2.67973e-31 0 0.00391989 7.5181e-08 1.13526e-07 7.62086e-08 4.39787e-08 5.31902e-08 3.68435e-08 9.74973e-08 4.07665e-08 0.156503 6.24078e-08 -------------------------------------------------------------- Initialization seed trial #958 of 1000; initialization seed = 493581183 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 558631 Distortion: 0.013073 Distortions/cluster: 4.67043e-05 0.00872182 4.07184e-05 4.29076e-05 3.08607e-05 0.00391362 0 9.75704e-05 3.72578e-05 3.00805e-05 4.6908e-05 2.74569e-05 4.81569e-35 3.70447e-05 Variance: 2.2135e-06 Variances/cluster: 2.74699e-06 0.156503 6.9701e-08 4.45522e-08 6.08643e-08 0.00391989 0 1.00269e-07 6.07595e-08 7.59547e-08 8.44922e-08 5.61439e-08 2.67973e-31 4.5899e-08 -------------------------------------------------------------- Initialization seed trial #959 of 1000; initialization seed = 493581184 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 557076 Distortion: 0.0133258 Distortions/cluster: 2.86012e-05 4.67043e-05 4.67839e-05 0.00391362 0.000297453 4.20705e-05 0 2.16866e-05 3.73047e-05 2.7094e-05 0.00872182 7.89067e-05 4.07957e-05 2.29791e-05 Variance: 2.25632e-06 Variances/cluster: 7.50627e-08 2.74699e-06 8.44208e-08 0.00391989 6.63905e-07 4.48473e-08 0 4.09915e-08 6.0737e-08 5.30168e-08 0.156503 1.11914e-07 6.98334e-08 3.68804e-08 -------------------------------------------------------------- Initialization seed trial #960 of 1000; initialization seed = 493581185 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 63 BIC score: 502737 Distortion: 0.0453498 Distortions/cluster: 4.67043e-05 0.0446389 2.21935e-05 2.17614e-05 1.906e-05 6.81933e-05 8.366e-05 1.27749e-35 1.08283e-34 2.09051e-05 0.0002974 7.5837e-05 2.65225e-05 2.86012e-05 Variance: 7.67859e-06 Variances/cluster: 2.74699e-06 0.0422886 4.1325e-08 4.05201e-08 3.93766e-08 7.6254e-08 9.74749e-08 0 0 3.54884e-08 6.65271e-07 1.15595e-07 5.26193e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #961 of 1000; initialization seed = 493581186 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 503093 Distortion: 0.0453209 Distortions/cluster: 6.73163e-05 3.08525e-05 8.366e-05 2.86463e-05 3.32645e-05 2.39886e-05 2.95988e-05 1.93494e-05 2.27283e-05 1.27749e-35 0.0446389 0.000300791 4.17482e-05 1.08283e-34 Variance: 7.6737e-06 Variances/cluster: 7.54422e-08 4.32676e-08 9.74749e-08 7.5181e-08 3.8948e-08 4.94565e-08 6.24396e-08 3.95656e-08 3.67135e-08 0 0.0422886 1.87971e-05 3.39376e-07 0 -------------------------------------------------------------- Initialization seed trial #962 of 1000; initialization seed = 493581187 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 604818 Distortion: 0.00462065 Distortions/cluster: 0.00391362 4.07957e-05 4.67043e-05 0 3.7643e-05 4.2689e-05 4.67839e-05 3.73047e-05 9.64317e-35 9.76722e-05 2.37044e-35 0.000298988 2.87959e-05 2.96543e-05 Variance: 7.82366e-07 Variances/cluster: 0.00391989 6.98334e-08 2.74699e-06 0 4.62393e-08 4.44638e-08 8.44208e-08 6.0737e-08 6.86694e-32 1.0027e-07 0 6.18973e-07 5.61273e-08 7.56427e-08 -------------------------------------------------------------- Initialization seed trial #963 of 1000; initialization seed = 493581188 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 558543 Distortion: 0.0130932 Distortions/cluster: 4.67043e-05 2.7069e-05 2.7217e-05 6.80765e-05 3.08605e-05 0 8.37767e-05 0.00872182 9.19025e-05 0.00391362 3.00803e-05 3.27554e-05 1.93489e-05 4.81569e-35 Variance: 2.21694e-06 Variances/cluster: 2.74699e-06 5.58073e-08 4.71657e-08 7.62086e-08 6.08638e-08 0 9.74973e-08 0.156503 1.01317e-07 0.00391989 7.57631e-08 4.36107e-08 3.78615e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #964 of 1000; initialization seed = 493581189 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 21 BIC score: 557346 Distortion: 0.0133458 Distortions/cluster: 0.00391362 0.000278533 6.80765e-05 8.37767e-05 3.92449e-05 0 2.33883e-05 7.54871e-05 2.42942e-05 2.16649e-05 2.33525e-05 0.00872182 4.67043e-05 2.58279e-05 Variance: 2.2597e-06 Variances/cluster: 0.00391989 1.71919e-06 7.62086e-08 9.74973e-08 4.3028e-08 0 4.05304e-08 1.21742e-07 4.94748e-08 3.58056e-08 5.85222e-08 0.156503 2.74699e-06 6.99889e-08 -------------------------------------------------------------- Initialization seed trial #965 of 1000; initialization seed = 493581190 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 95 BIC score: 503671 Distortion: 0.0450764 Distortions/cluster: 4.29076e-05 4.90368e-05 1.27749e-35 2.74568e-05 3.70447e-05 1.08283e-34 9.75704e-05 3.00803e-05 4.81569e-35 4.67043e-05 3.08605e-05 3.58899e-05 0.0446389 3.99696e-05 Variance: 7.63231e-06 Variances/cluster: 4.45522e-08 8.51064e-08 0 5.62588e-08 4.5899e-08 0 1.00269e-07 7.57631e-08 2.67973e-31 2.74699e-06 6.08638e-08 6.04009e-08 0.0422886 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #966 of 1000; initialization seed = 493581191 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 557558 Distortion: 0.0133342 Distortions/cluster: 9.40323e-05 1.19718e-05 2.94601e-05 0 4.33177e-05 4.5801e-05 4.67043e-05 1.27517e-05 2.6026e-05 2.4081e-05 4.94605e-05 0.00391362 0.000315136 0.00872182 Variance: 2.25774e-06 Variances/cluster: 1.01757e-07 5.56649e-08 5.92563e-08 0 6.50359e-08 4.49871e-08 2.74699e-06 5.22441e-08 5.70561e-08 7.10133e-08 5.2058e-08 0.00391989 5.45175e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #967 of 1000; initialization seed = 493581192 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 79 BIC score: 502700 Distortion: 0.0453211 Distortions/cluster: 8.03352e-05 3.83084e-05 3.99696e-05 2.98059e-05 2.59737e-05 1.08283e-34 1.27749e-35 3.00268e-05 3.58899e-05 2.27733e-05 4.90368e-05 0.0446389 0.000304149 2.58886e-05 Variance: 7.67373e-06 Variances/cluster: 1.33435e-07 4.10118e-08 6.86544e-08 6.10728e-08 5.39945e-08 0 0 7.58193e-08 6.04009e-08 3.655e-08 8.51064e-08 0.0422886 1.78889e-05 4.23669e-08 -------------------------------------------------------------- Initialization seed trial #968 of 1000; initialization seed = 493581193 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 26 BIC score: 503671 Distortion: 0.0450764 Distortions/cluster: 1.08283e-34 4.67839e-05 3.73047e-05 4.2926e-05 4.07957e-05 0.0446389 2.75883e-05 3.6773e-05 4.81569e-35 3.00803e-05 1.27749e-35 9.76919e-05 4.67043e-05 3.08605e-05 Variance: 7.63231e-06 Variances/cluster: 0 8.44208e-08 6.0737e-08 4.47107e-08 6.98334e-08 0.0422886 5.62975e-08 4.56189e-08 2.67973e-31 7.57631e-08 0 1.00188e-07 2.74699e-06 6.08638e-08 -------------------------------------------------------------- Initialization seed trial #969 of 1000; initialization seed = 493581194 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 573411 Distortion: 0.00942228 Distortions/cluster: 2.63086e-05 1.08283e-34 3.78634e-05 4.67839e-05 4.07957e-05 2.33756e-05 7.38121e-05 1.27749e-35 3.00268e-05 0.00872182 0.000307974 2.99465e-05 8.35689e-05 0 Variance: 1.59537e-06 Variances/cluster: 5.43516e-08 0 6.15463e-08 8.44208e-08 6.98334e-08 4.28869e-08 5.07948e-08 0 7.58193e-08 0.156503 1.71076e-05 6.09859e-08 1.09231e-07 0 -------------------------------------------------------------- Initialization seed trial #970 of 1000; initialization seed = 493581195 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 60 BIC score: 557473 Distortion: 0.0133174 Distortions/cluster: 2.23668e-05 6.73163e-05 3.32602e-05 2.86463e-05 2.95988e-05 0 4.17482e-05 1.92403e-05 0.00872182 2.39374e-05 0.000300791 8.366e-05 0.00391362 3.13821e-05 Variance: 2.25489e-06 Variances/cluster: 3.63646e-08 7.54422e-08 3.88975e-08 7.5181e-08 6.24396e-08 0 3.39376e-07 3.98312e-08 0.156503 4.9453e-08 1.87971e-05 9.74749e-08 0.00391989 4.34016e-08 -------------------------------------------------------------- Initialization seed trial #971 of 1000; initialization seed = 493581196 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 503181 Distortion: 0.0453371 Distortions/cluster: 0.0446389 2.48952e-05 9.27613e-05 0.000313359 5.18033e-05 4.27239e-05 1.08283e-34 2.11957e-05 4.67043e-05 1.27749e-35 2.06002e-05 1.44798e-05 2.31325e-05 4.65411e-05 Variance: 7.67645e-06 Variances/cluster: 0.0422886 6.38127e-08 1.00928e-07 4.79102e-07 5.31804e-08 7.72522e-08 0 7.11044e-08 2.74699e-06 0 4.84553e-08 5.81331e-08 5.91436e-08 4.50066e-08 -------------------------------------------------------------- Initialization seed trial #972 of 1000; initialization seed = 493581197 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 58 BIC score: 573180 Distortion: 0.00942061 Distortions/cluster: 3.58899e-05 1.27749e-35 4.29076e-05 3.70447e-05 3.08605e-05 0 0.000307974 2.74568e-05 9.75704e-05 1.08283e-34 3.00803e-05 4.90368e-05 3.99696e-05 0.00872182 Variance: 1.59509e-06 Variances/cluster: 6.04009e-08 0 4.45522e-08 4.5899e-08 6.08638e-08 0 1.71076e-05 5.62588e-08 1.00269e-07 0 7.57631e-08 8.51064e-08 6.86544e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #973 of 1000; initialization seed = 493581198 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 49 BIC score: 573670 Distortion: 0.00945109 Distortions/cluster: 2.54947e-05 6.81933e-05 0 7.51254e-05 2.46284e-05 0.000295238 4.67043e-05 0.00872182 1.27749e-35 8.366e-05 1.08283e-34 8.17713e-05 1.12945e-05 1.71648e-05 Variance: 1.60025e-06 Variances/cluster: 5.45876e-08 7.6254e-08 0 5.11354e-08 4.2532e-08 6.58958e-07 2.74699e-06 0.156503 0 9.74749e-08 0 1.14998e-07 6.1378e-08 6.17392e-08 -------------------------------------------------------------- Initialization seed trial #974 of 1000; initialization seed = 493581199 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 23 BIC score: 502876 Distortion: 0.0453509 Distortions/cluster: 3.31396e-05 1.54737e-05 2.12913e-05 2.87034e-05 1.08283e-34 8.366e-05 1.27749e-35 0.0446389 7.51124e-05 2.38501e-05 6.81933e-05 1.94049e-05 0.000296453 4.67043e-05 Variance: 7.67879e-06 Variances/cluster: 3.85759e-08 5.20947e-08 3.96448e-08 7.51338e-08 0 9.74749e-08 0 0.0422886 1.19595e-07 4.87689e-08 7.6254e-08 3.78219e-08 6.8937e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #975 of 1000; initialization seed = 493581200 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 65 BIC score: 498899 Distortion: 0.0492181 Distortions/cluster: 0.00391362 3.94347e-05 2.25667e-05 0.000277677 4.90368e-05 3.53035e-05 0.0446389 3.42212e-05 4.67043e-05 3.99696e-05 3.23738e-05 3.57241e-05 2.17811e-05 3.07903e-05 Variance: 8.33358e-06 Variances/cluster: 0.00391989 7.3293e-08 3.65707e-08 1.83876e-06 8.51064e-08 5.95142e-08 0.0422886 3.95586e-08 2.74699e-06 6.86544e-08 4.32767e-08 2.95206e-07 4.29567e-08 5.23599e-08 -------------------------------------------------------------- Initialization seed trial #976 of 1000; initialization seed = 493581201 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 22 BIC score: 557197 Distortion: 0.0133163 Distortions/cluster: 4.06642e-05 2.36116e-05 0 8.2952e-05 0.000307974 3.33401e-05 3.35214e-05 0.00872182 4.23707e-05 0.00391362 2.19349e-05 1.94952e-05 4.01777e-05 3.48071e-05 Variance: 2.25471e-06 Variances/cluster: 6.29423e-08 6.96288e-08 0 1.04464e-07 1.71076e-05 5.33391e-08 6.22874e-08 0.156503 7.73126e-08 0.00391989 3.61324e-08 6.41085e-08 4.39543e-08 6.09382e-08 -------------------------------------------------------------- Initialization seed trial #977 of 1000; initialization seed = 493581202 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 573143 Distortion: 0.00942888 Distortions/cluster: 3.04234e-05 1.08283e-34 3.58899e-05 1.27749e-35 4.90368e-05 4.29002e-05 9.76919e-05 0 3.6985e-05 0.000299036 4.67043e-05 2.84227e-05 3.99696e-05 0.00872182 Variance: 1.59649e-06 Variances/cluster: 7.54862e-08 0 6.04009e-08 0 8.51064e-08 4.46373e-08 1.00188e-07 0 4.57683e-08 6.16518e-07 2.74699e-06 5.63891e-08 6.86544e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #978 of 1000; initialization seed = 493581203 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 30 BIC score: 502702 Distortion: 0.0453293 Distortions/cluster: 2.29829e-05 7.80233e-05 4.67043e-05 2.52487e-05 2.71031e-05 4.67839e-05 4.07957e-05 2.87715e-05 3.73047e-05 1.27749e-35 3.85916e-05 0.0446389 0.000298073 1.08283e-34 Variance: 7.67513e-06 Variances/cluster: 3.68864e-08 1.24428e-07 2.74699e-06 4.22886e-08 5.3243e-08 8.44208e-08 6.98334e-08 7.51155e-08 6.0737e-08 0 4.11827e-08 0.0422886 6.49343e-07 0 -------------------------------------------------------------- Initialization seed trial #979 of 1000; initialization seed = 493581204 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 51 BIC score: 503515 Distortion: 0.0450726 Distortions/cluster: 3.69625e-05 1.27749e-35 4.67043e-05 1.08283e-34 3.98296e-05 3.79002e-05 4.81569e-35 4.67839e-05 0.0446389 3.73047e-05 2.17441e-05 3.93613e-05 8.62562e-05 4.07957e-05 Variance: 7.63166e-06 Variances/cluster: 5.75683e-08 0 2.74699e-06 0 4.38614e-08 6.03455e-08 2.67973e-31 8.44208e-08 0.0422886 6.0737e-08 3.59365e-08 7.65724e-08 1.02922e-07 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #980 of 1000; initialization seed = 493581205 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 604596 Distortion: 0.00462886 Distortions/cluster: 2.28001e-05 0.000307974 2.35095e-05 0 4.1844e-05 2.07761e-05 0.00391362 7.90084e-05 4.70304e-05 2.04437e-05 8.37767e-05 9.64317e-35 6.80765e-05 2.37044e-35 Variance: 7.83756e-07 Variances/cluster: 4.3342e-08 1.71076e-05 3.77923e-08 0 6.26353e-08 4.04956e-08 0.00391989 1.10801e-07 7.99773e-08 4.04791e-08 9.74973e-08 6.86694e-32 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #981 of 1000; initialization seed = 493581206 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 24 BIC score: 498801 Distortion: 0.0492279 Distortions/cluster: 1.63005e-05 2.92075e-05 0.00391362 1.83896e-05 2.03543e-05 0.000300791 0.0446389 2.84467e-05 2.98108e-05 1.63023e-05 4.17482e-05 2.30234e-05 6.73163e-05 8.366e-05 Variance: 8.33523e-06 Variances/cluster: 3.58222e-08 6.12266e-08 0.00391989 3.84683e-08 3.4909e-08 1.87971e-05 0.0422886 4.19531e-08 7.58485e-08 3.361e-08 3.39376e-07 4.95083e-08 7.54422e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #982 of 1000; initialization seed = 493581207 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 29 BIC score: 498380 Distortion: 0.0492358 Distortions/cluster: 4.67043e-05 0.00391362 2.10638e-05 0.0002974 2.66652e-05 2.86012e-05 4.67839e-05 2.04534e-05 7.6133e-05 0.0446389 2.03878e-05 3.73047e-05 2.09673e-05 4.07957e-05 Variance: 8.33657e-06 Variances/cluster: 2.74699e-06 0.00391989 4.02711e-08 6.65271e-07 5.26933e-08 7.50627e-08 8.44208e-08 4.01012e-08 1.13283e-07 0.0422886 4.03683e-08 6.0737e-08 3.55337e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #983 of 1000; initialization seed = 493581208 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 37 BIC score: 557488 Distortion: 0.0133235 Distortions/cluster: 2.73167e-05 1.61508e-05 2.62255e-05 3.65097e-05 1.3815e-05 6.73163e-05 0.00872182 0 3.47716e-05 4.23706e-05 8.366e-05 0.00391362 3.91365e-05 0.000300791 Variance: 2.25593e-06 Variances/cluster: 3.5705e-08 3.14793e-08 4.93841e-08 5.86923e-08 5.0973e-08 7.54422e-08 0.156503 0 4.34608e-08 3.38925e-07 9.74749e-08 0.00391989 7.6582e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #984 of 1000; initialization seed = 493581209 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 572925 Distortion: 0.00944566 Distortions/cluster: 2.31292e-05 0.00872182 6.80765e-05 8.37767e-05 4.67043e-05 1.08283e-34 2.23034e-05 4.17149e-05 1.27749e-35 0.000317415 0 7.80098e-05 2.28028e-05 1.99107e-05 Variance: 1.59933e-06 Variances/cluster: 3.75431e-08 0.156503 7.62086e-08 9.74973e-08 2.74699e-06 0 4.14526e-08 6.25357e-08 0 5.34325e-07 0 1.12073e-07 4.28584e-08 4.03833e-08 -------------------------------------------------------------- Initialization seed trial #985 of 1000; initialization seed = 493581210 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 55 BIC score: 575642 Distortion: 0.00918198 Distortions/cluster: 4.67043e-05 0.00010376 4.31509e-05 0 3.33079e-05 1.08283e-34 2.68674e-05 4.96348e-05 3.41628e-05 0.000101095 2.1474e-05 1.27749e-35 4.81569e-35 0.00872182 Variance: 1.55469e-06 Variances/cluster: 2.74699e-06 9.83424e-08 6.42071e-08 0 8.00416e-08 0 6.26074e-08 8.03088e-08 7.4731e-08 5.65038e-08 4.74936e-08 0 2.67973e-31 0.156503 -------------------------------------------------------------- Initialization seed trial #986 of 1000; initialization seed = 493581211 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 41 BIC score: 502718 Distortion: 0.0453293 Distortions/cluster: 4.90368e-05 2.7094e-05 4.20705e-05 7.89067e-05 3.58899e-05 0.0446389 3.99696e-05 0.000297453 1.08283e-34 2.29791e-05 2.16866e-05 2.86012e-05 4.67043e-05 1.27749e-35 Variance: 7.67513e-06 Variances/cluster: 8.51064e-08 5.30168e-08 4.48473e-08 1.11914e-07 6.04009e-08 0.0422886 6.86544e-08 6.63905e-07 0 3.68804e-08 4.09915e-08 7.50627e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #987 of 1000; initialization seed = 493581212 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 100 BIC score: 573332 Distortion: 0.00942822 Distortions/cluster: 5.15926e-05 0.0003133 1.08283e-34 3.37267e-05 0.00872182 4.27239e-05 4.69173e-05 9.37256e-05 4.67043e-05 1.27749e-35 0 3.44908e-05 2.36116e-05 1.96059e-05 Variance: 1.59638e-06 Variances/cluster: 5.32924e-08 4.79744e-07 0 6.22065e-08 0.156503 7.72522e-08 4.4979e-08 1.01977e-07 2.74699e-06 0 0 6.09179e-08 6.96288e-08 6.42612e-08 -------------------------------------------------------------- Initialization seed trial #988 of 1000; initialization seed = 493581213 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 25 BIC score: 502964 Distortion: 0.0453051 Distortions/cluster: 4.67839e-05 3.67128e-05 4.05644e-05 0.0446389 3.26589e-05 4.07957e-05 2.07945e-05 3.64804e-05 3.77533e-05 1.08283e-34 3.48496e-05 1.27749e-35 3.80062e-05 0.000300791 Variance: 7.67103e-06 Variances/cluster: 8.44208e-08 5.98708e-08 3.37998e-07 0.0422886 3.84642e-08 6.98334e-08 3.52409e-08 5.74438e-08 4.46745e-08 0 5.79811e-08 0 7.64653e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #989 of 1000; initialization seed = 493581214 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 31 BIC score: 499269 Distortion: 0.0489735 Distortions/cluster: 4.90368e-05 4.0274e-05 4.67043e-05 0.00391362 0.0446389 4.81569e-35 2.90326e-05 2.29193e-05 4.09224e-05 3.61391e-05 2.61316e-05 2.93543e-05 2.19964e-05 7.84947e-05 Variance: 8.29217e-06 Variances/cluster: 8.51064e-08 6.8705e-08 2.74699e-06 0.00391989 0.0422886 2.67973e-31 7.5797e-08 3.68435e-08 4.38573e-08 6.1129e-08 5.32163e-08 6.17935e-08 4.09577e-08 1.13421e-07 -------------------------------------------------------------- Initialization seed trial #990 of 1000; initialization seed = 493581215 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 59 BIC score: 574137 Distortion: 0.00943323 Distortions/cluster: 4.27164e-05 4.96348e-05 0.00872182 2.93576e-05 0.000103989 0.000307974 1.09363e-05 2.21828e-05 1.08283e-34 2.37364e-05 1.27749e-35 0.000101507 1.93744e-05 0 Variance: 1.59723e-06 Variances/cluster: 6.36553e-08 8.03088e-08 0.156503 6.17851e-08 9.89345e-08 1.71076e-05 5.52162e-08 4.79992e-08 0 7.46194e-08 0 5.65759e-08 6.45608e-08 0 -------------------------------------------------------------- Initialization seed trial #991 of 1000; initialization seed = 493581216 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 82 BIC score: 607906 Distortion: 0.0043787 Distortions/cluster: 8.366e-05 4.81569e-35 3.7004e-05 2.37044e-35 3.08605e-05 9.82411e-05 9.64317e-35 4.28824e-05 4.67043e-05 2.74568e-05 3.00803e-05 6.81933e-05 0 0.00391362 Variance: 7.41399e-07 Variances/cluster: 9.74749e-08 2.67973e-31 4.59054e-08 0 6.08638e-08 1.00751e-07 6.86694e-32 4.45261e-08 2.74699e-06 5.62588e-08 7.57631e-08 7.6254e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #992 of 1000; initialization seed = 493581217 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 28 BIC score: 502717 Distortion: 0.0453293 Distortions/cluster: 2.7154e-05 4.67839e-05 1.27749e-35 7.87748e-05 3.92239e-05 4.67043e-05 0.0446389 0.000297453 2.86012e-05 3.73047e-05 1.08283e-34 2.58452e-05 4.07957e-05 2.17412e-05 Variance: 7.67513e-06 Variances/cluster: 5.30305e-08 8.44208e-08 0 1.12045e-07 4.1947e-08 2.74699e-06 0.0422886 6.63905e-07 7.50627e-08 6.0737e-08 0 4.12815e-08 6.98334e-08 4.10172e-08 -------------------------------------------------------------- Initialization seed trial #993 of 1000; initialization seed = 493581218 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 27 BIC score: 574997 Distortion: 0.00918692 Distortions/cluster: 3.02112e-05 4.81569e-35 9.92547e-05 8.366e-05 0 6.81933e-05 3.12744e-05 2.83349e-05 3.45357e-05 4.29272e-05 4.67043e-05 0.00872182 1.08283e-34 1.27749e-35 Variance: 1.55552e-06 Variances/cluster: 7.57112e-08 2.67973e-31 1.0035e-07 9.74749e-08 0 7.6254e-08 6.06044e-08 5.72371e-08 4.43853e-08 4.47585e-08 2.74699e-06 0.156503 0 0 -------------------------------------------------------------- Initialization seed trial #994 of 1000; initialization seed = 493581219 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 39 BIC score: 498721 Distortion: 0.049236 Distortions/cluster: 2.19517e-05 0.000294302 7.87896e-05 3.80343e-05 0.0446389 3.73047e-05 0.00391362 2.50233e-05 2.57806e-05 4.67839e-05 4.67043e-05 1.13353e-05 1.66809e-05 4.07957e-05 Variance: 8.33661e-06 Variances/cluster: 4.09507e-08 6.81199e-07 1.14177e-07 4.09375e-08 0.0422886 6.0737e-08 0.00391989 5.34637e-08 4.12441e-08 8.44208e-08 2.74699e-06 6.12668e-08 6.20061e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #995 of 1000; initialization seed = 493581220 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 35 BIC score: 498902 Distortion: 0.0492374 Distortions/cluster: 2.11957e-05 4.67043e-05 3.80351e-05 1.44798e-05 0.00391362 2.87715e-05 0.0446389 2.48952e-05 2.02889e-05 2.85345e-05 2.34427e-05 4.29557e-05 0.000299528 9.59889e-05 Variance: 8.33684e-06 Variances/cluster: 7.11044e-08 2.74699e-06 4.64357e-08 5.81331e-08 0.00391989 7.51155e-08 0.0422886 6.38127e-08 4.78358e-08 5.57265e-08 5.97836e-08 4.4556e-08 6.17534e-07 9.89488e-08 -------------------------------------------------------------- Initialization seed trial #996 of 1000; initialization seed = 493581221 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 51 BIC score: 557105 Distortion: 0.0133282 Distortions/cluster: 2.45285e-05 3.41628e-05 2.62273e-05 3.73976e-05 2.1474e-05 8.39423e-05 0.000310779 4.67043e-05 4.02463e-05 0.00391362 3.33079e-05 0.00872182 3.39984e-05 0 Variance: 2.25672e-06 Variances/cluster: 4.04713e-08 7.4731e-08 6.12585e-08 4.10475e-08 4.74936e-08 1.02735e-07 5.84124e-07 2.74699e-06 6.31756e-08 0.00391989 8.00416e-08 0.156503 5.3875e-08 0 -------------------------------------------------------------- Initialization seed trial #997 of 1000; initialization seed = 493581222 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 70 BIC score: 558587 Distortion: 0.013084 Distortions/cluster: 8.01568e-05 0.00391362 2.29193e-05 4.81569e-35 2.14045e-05 0.00872182 2.61719e-05 0 4.10797e-05 2.96461e-05 4.67043e-05 8.366e-05 2.86463e-05 6.81933e-05 Variance: 2.21538e-06 Variances/cluster: 1.13526e-07 0.00391989 3.68435e-08 2.67973e-31 4.07665e-08 0.156503 5.31902e-08 0 4.39787e-08 6.24078e-08 2.74699e-06 9.74749e-08 7.5181e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #998 of 1000; initialization seed = 493581223 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 33 BIC score: 558474 Distortion: 0.0130691 Distortions/cluster: 3.99696e-05 2.45285e-05 4.67043e-05 0.00391362 0 3.99312e-05 4.81569e-35 3.40906e-05 3.58899e-05 0.00872182 4.12222e-05 3.73976e-05 8.48453e-05 4.90368e-05 Variance: 2.21284e-06 Variances/cluster: 6.86544e-08 4.04713e-08 2.74699e-06 0.00391989 0 6.30771e-08 2.67973e-31 5.39356e-08 6.04009e-08 0.156503 7.70447e-08 4.10475e-08 1.03714e-07 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #999 of 1000; initialization seed = 493581224 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 93 BIC score: 573330 Distortion: 0.00942821 Distortions/cluster: 4.67043e-05 3.44908e-05 0.000313359 3.28638e-05 0 4.27239e-05 5.18241e-05 1.08283e-34 9.36493e-05 1.92126e-05 4.66957e-05 2.4864e-05 0.00872182 1.27749e-35 Variance: 1.59638e-06 Variances/cluster: 2.74699e-06 6.09179e-08 4.79102e-07 6.08393e-08 0 7.72522e-08 5.30928e-08 0 1.02005e-07 6.35975e-08 4.51126e-08 7.22565e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #1000 of 1000; initialization seed = 493581225 -------------------------------------------------------------- Initialized k-means centers using random sampling: 14 centers Number of k-means iterations performed: 72 BIC score: 558630 Distortion: 0.013073 Distortions/cluster: 3.58899e-05 3.99696e-05 4.81569e-35 9.75704e-05 2.74568e-05 4.90368e-05 3.08605e-05 3.00803e-05 3.70447e-05 4.67043e-05 0.00872182 0.00391362 0 4.29076e-05 Variance: 2.21351e-06 Variances/cluster: 6.04009e-08 6.86544e-08 2.67973e-31 1.00269e-07 5.62588e-08 8.51064e-08 6.08638e-08 7.57631e-08 4.5899e-08 2.74699e-06 0.156503 0.00391989 0 4.45522e-08 The best initialization seed trial was #189 -------------------------------------------------------------- Run number 7 of at most 9, k = 16 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 1000; initialization seed = 493581226 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 557509 Distortion: 0.0130494 Distortions/cluster: 4.07957e-05 4.04796e-05 2.4224e-05 0.00872182 4.67839e-05 0 4.81569e-35 0.00391362 4.67043e-05 1.9419e-05 2.29781e-05 3.73047e-05 1.25053e-05 2.24268e-05 2.28214e-05 7.75199e-05 Variance: 2.21026e-06 Variances/cluster: 6.98334e-08 4.36635e-08 5.4309e-08 0.156503 8.44208e-08 0 2.67973e-31 0.00391989 2.74699e-06 7.41129e-08 5.02762e-08 6.0737e-08 6.12955e-08 3.63439e-08 4.13392e-08 1.16037e-07 -------------------------------------------------------------- Initialization seed trial #2 of 1000; initialization seed = 493581227 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 512481 Distortion: 0.0362945 Distortions/cluster: 1.08283e-34 3.0578e-05 1.86152e-05 3.26884e-05 2.49397e-05 8.366e-05 1.91755e-05 4.04593e-05 1.27749e-35 0.0356196 2.29227e-05 2.22198e-05 1.15736e-05 0.000300791 6.73163e-05 2.37044e-35 Variance: 6.14744e-06 Variances/cluster: 0 4.32465e-08 3.84574e-08 3.86354e-08 5.43304e-08 9.74749e-08 6.61173e-08 3.37121e-07 0 0.035575 5.33038e-08 3.62434e-08 6.15563e-08 1.87971e-05 7.54422e-08 0 -------------------------------------------------------------- Initialization seed trial #3 of 1000; initialization seed = 493581228 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 572332 Distortion: 0.00937403 Distortions/cluster: 1.89394e-05 3.77533e-05 2.07945e-05 3.48496e-05 3.26327e-05 2.50544e-05 3.80062e-05 3.36824e-05 4.05644e-05 0.00872182 3.26589e-05 0.000300791 0 1.27749e-35 1.08283e-34 3.64804e-05 Variance: 1.58774e-06 Variances/cluster: 6.33222e-08 4.46745e-08 3.52409e-08 5.79811e-08 6.08624e-08 7.2389e-08 7.64653e-08 5.91764e-08 3.37998e-07 0.156503 3.84642e-08 1.87971e-05 0 0 0 5.74438e-08 -------------------------------------------------------------- Initialization seed trial #4 of 1000; initialization seed = 493581229 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 556304 Distortion: 0.0132935 Distortions/cluster: 2.21577e-05 4.04474e-05 3.52542e-05 4.75489e-05 2.08648e-05 2.57901e-05 3.62982e-05 4.67043e-05 1.88436e-05 1.92376e-05 0.000281858 3.03913e-05 0 3.26677e-05 0.00872182 0.00391362 Variance: 2.25161e-06 Variances/cluster: 3.62012e-08 6.93558e-08 2.93751e-07 8.47307e-08 4.89739e-08 7.56247e-08 5.97798e-08 2.74699e-06 3.89292e-08 5.97391e-08 1.01379e-06 4.31045e-08 0 3.8611e-08 0.156503 0.00391989 -------------------------------------------------------------- Initialization seed trial #5 of 1000; initialization seed = 493581230 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 571951 Distortion: 0.00939787 Distortions/cluster: 0.00872182 4.67839e-05 1.08283e-34 3.62695e-05 2.14263e-05 2.69296e-05 0.000307974 2.17862e-05 4.07957e-05 2.42376e-05 0 1.27749e-35 2.35377e-05 7.3523e-05 3.73047e-05 1.54826e-05 Variance: 1.59178e-06 Variances/cluster: 0.156503 8.44208e-08 0 3.98969e-08 3.56469e-08 6.92223e-08 1.71076e-05 7.07287e-08 6.98334e-08 4.0258e-08 0 0 6.00395e-08 1.35889e-07 6.0737e-08 3.95941e-08 -------------------------------------------------------------- Initialization seed trial #6 of 1000; initialization seed = 493581231 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 512764 Distortion: 0.0360611 Distortions/cluster: 1.27749e-35 6.81933e-05 2.06168e-05 7.6059e-05 1.08283e-34 2.11501e-05 2.02411e-05 8.366e-05 2.90326e-05 4.67043e-05 2.55465e-05 2.37044e-35 4.81569e-35 2.11571e-05 0.0356196 2.91421e-05 Variance: 6.1079e-06 Variances/cluster: 0 7.6254e-08 3.9874e-08 1.15056e-07 0 4.01295e-08 4.08052e-08 9.74749e-08 7.5797e-08 2.74699e-06 5.26684e-08 0 2.67973e-31 3.56138e-08 0.035575 6.18677e-08 -------------------------------------------------------------- Initialization seed trial #7 of 1000; initialization seed = 493581232 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 507343 Distortion: 0.0402016 Distortions/cluster: 1.66199e-05 0.00391362 2.37044e-35 2.32453e-05 8.366e-05 2.81897e-05 4.04593e-05 1.13443e-05 2.01039e-05 0.0356196 0.000300791 1.70682e-05 6.73163e-05 2.54784e-05 1.60884e-05 1.80553e-05 Variance: 6.80921e-06 Variances/cluster: 3.43357e-08 0.00391989 0 5.24677e-08 9.74749e-08 4.1883e-08 3.37121e-07 6.13155e-08 3.46578e-08 0.035575 1.87971e-05 6.36826e-08 7.54422e-08 5.63634e-08 3.52012e-08 3.80876e-08 -------------------------------------------------------------- Initialization seed trial #8 of 1000; initialization seed = 493581233 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 557900 Distortion: 0.0130503 Distortions/cluster: 3.90357e-05 1.13353e-05 2.27219e-05 3.27445e-05 6.73163e-05 0.00391362 0 2.58959e-05 3.06463e-05 0.00872182 4.81569e-35 1.8786e-05 2.21746e-05 8.366e-05 4.35604e-05 1.70273e-05 Variance: 2.21042e-06 Variances/cluster: 3.17326e-07 6.12668e-08 5.07139e-08 3.8656e-08 7.54422e-08 0.00391989 0 5.64133e-08 4.30994e-08 0.156503 2.67973e-31 3.88907e-08 3.61697e-08 9.74749e-08 2.7222e-06 6.37677e-08 -------------------------------------------------------------- Initialization seed trial #9 of 1000; initialization seed = 493581234 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 572474 Distortion: 0.00940443 Distortions/cluster: 3.41628e-05 3.33079e-05 2.27611e-05 1.08283e-34 2.29865e-05 2.42789e-05 1.20795e-05 8.29178e-05 7.20296e-05 1.27749e-35 0.00872182 2.62273e-05 0.000307974 2.1474e-05 2.24131e-05 0 Variance: 1.59289e-06 Variances/cluster: 7.4731e-08 8.00416e-08 5.76178e-08 0 4.7785e-08 7.24689e-08 6.16251e-08 1.09093e-07 5.03302e-08 0 0.156503 6.12585e-08 1.71076e-05 4.74936e-08 4.1968e-08 0 -------------------------------------------------------------- Initialization seed trial #10 of 1000; initialization seed = 493581235 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 20 BIC score: 571982 Distortion: 0.00939818 Distortions/cluster: 4.67043e-05 7.74668e-05 4.10797e-05 0 3.27527e-05 2.297e-05 1.98062e-05 3.44908e-05 1.08283e-34 2.28123e-05 2.43786e-05 2.87715e-05 2.70593e-05 0.000298073 1.27749e-35 0.00872182 Variance: 1.59183e-06 Variances/cluster: 2.74699e-06 1.14416e-07 4.39787e-08 0 6.07463e-08 3.68657e-08 6.42853e-08 6.09179e-08 0 4.1473e-08 7.18907e-08 7.51155e-08 5.32616e-08 6.49343e-07 0 0.156503 -------------------------------------------------------------- Initialization seed trial #11 of 1000; initialization seed = 493581236 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 498481 Distortion: 0.0489637 Distortions/cluster: 0.00391362 9.80267e-06 1.42537e-05 1.58108e-05 4.81569e-35 3.78274e-05 2.79393e-05 4.67043e-05 2.18842e-05 2.82802e-05 2.77222e-05 1.60237e-05 1.52757e-05 0.0446389 6.6306e-05 8.33627e-05 Variance: 8.29332e-06 Variances/cluster: 0.00391989 4.29895e-08 3.27642e-08 3.42938e-08 2.67973e-31 3.00181e-07 7.46982e-08 2.74699e-06 4.61652e-08 6.38328e-08 4.15589e-08 3.64969e-08 3.11713e-08 0.0422886 7.43933e-08 9.73555e-08 -------------------------------------------------------------- Initialization seed trial #12 of 1000; initialization seed = 493581237 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 65 BIC score: 502170 Distortion: 0.0453026 Distortions/cluster: 1.08283e-34 5.68468e-05 0.000300791 1.80639e-05 3.6115e-05 1.6707e-05 2.50444e-05 2.86463e-05 1.27749e-35 2.0847e-05 2.87334e-05 0.0446389 1.48683e-05 2.03908e-05 1.62628e-05 8.03927e-05 Variance: 7.67321e-06 Variances/cluster: 0 6.54704e-08 1.87971e-05 3.81864e-08 3.37485e-07 3.43735e-08 5.50382e-08 7.5181e-08 0 4.3609e-08 4.176e-08 0.0422886 2.43686e-07 3.50316e-08 3.54277e-08 9.47727e-08 -------------------------------------------------------------- Initialization seed trial #13 of 1000; initialization seed = 493581238 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 572270 Distortion: 0.00940977 Distortions/cluster: 2.09013e-05 0 2.85345e-05 9.7061e-05 4.29557e-05 2.18444e-05 2.30418e-05 4.67043e-05 2.87715e-05 2.72266e-05 1.37837e-05 1.08283e-34 3.80351e-05 1.27749e-35 0.000299093 0.00872182 Variance: 1.5938e-06 Variances/cluster: 7.30582e-08 0 5.57265e-08 9.98481e-08 4.4556e-08 7.2792e-08 4.89052e-08 2.74699e-06 7.51155e-08 5.96878e-08 5.76537e-08 0 4.64357e-08 0 6.1791e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #14 of 1000; initialization seed = 493581239 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 498299 Distortion: 0.048954 Distortions/cluster: 1.78919e-05 1.94952e-05 2.2258e-05 1.99408e-05 1.72809e-05 3.35214e-05 2.36116e-05 2.26297e-05 4.81569e-35 2.61314e-05 4.67043e-05 7.73146e-05 3.98331e-05 0.0446389 0.00391362 3.48071e-05 Variance: 8.29166e-06 Variances/cluster: 6.80244e-08 6.41085e-08 3.61289e-08 4.79302e-08 4.86745e-08 6.22874e-08 6.96288e-08 4.12911e-08 2.67973e-31 7.59574e-08 2.74699e-06 1.147e-07 4.34821e-08 0.0422886 0.00391989 6.09382e-08 -------------------------------------------------------------- Initialization seed trial #15 of 1000; initialization seed = 493581240 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 21 BIC score: 497545 Distortion: 0.0491958 Distortions/cluster: 0.0446389 2.39573e-05 2.05535e-05 3.57241e-05 1.94952e-05 1.85401e-05 1.68e-05 3.35214e-05 4.67043e-05 2.87933e-05 3.36824e-05 2.36116e-05 0.00391362 0.000297124 1.60625e-05 2.87034e-05 Variance: 8.33262e-06 Variances/cluster: 0.0422886 4.81995e-08 3.51301e-08 2.95206e-07 6.41085e-08 3.89461e-08 3.60484e-08 6.22874e-08 2.74699e-06 4.19691e-08 5.91764e-08 6.96288e-08 0.00391989 6.70654e-07 3.36006e-08 7.51338e-08 -------------------------------------------------------------- Initialization seed trial #16 of 1000; initialization seed = 493581241 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 557572 Distortion: 0.01303 Distortions/cluster: 3.99696e-05 3.28826e-05 0.00391362 3.57241e-05 2.97647e-05 3.06015e-05 0 2.22203e-05 4.90368e-05 3.00268e-05 3.53035e-05 0.00872182 4.81569e-35 2.33689e-05 1.89607e-05 4.67043e-05 Variance: 2.20698e-06 Variances/cluster: 6.86544e-08 3.87276e-08 0.00391989 2.95206e-07 6.11135e-08 4.3097e-08 0 3.62443e-08 8.51064e-08 7.58193e-08 5.95142e-08 0.156503 2.67973e-31 4.96109e-08 3.89299e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #17 of 1000; initialization seed = 493581242 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 501475 Distortion: 0.0453001 Distortions/cluster: 2.21407e-05 1.89788e-05 2.50327e-05 2.51848e-05 1.91116e-05 3.44908e-05 0.000307974 7.10791e-05 1.27749e-35 2.08285e-05 0.0446389 2.92997e-05 2.43947e-05 1.08283e-34 2.98939e-05 3.27799e-05 Variance: 7.67278e-06 Variances/cluster: 4.16925e-08 6.34539e-08 5.30307e-08 7.23474e-08 3.91597e-08 6.09179e-08 1.71076e-05 1.20667e-07 0 3.53585e-08 0.0422886 6.10362e-08 4.14132e-08 0 7.58668e-08 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #18 of 1000; initialization seed = 493581243 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 497814 Distortion: 0.0491951 Distortions/cluster: 3.33687e-05 0.0446389 1.8131e-05 3.26578e-05 2.20414e-05 2.52237e-05 3.74233e-05 2.10966e-05 3.05913e-05 2.25566e-05 0.000285509 1.89386e-05 3.27799e-05 4.35604e-05 1.86834e-05 0.00391362 Variance: 8.3325e-06 Variances/cluster: 5.91449e-08 0.0422886 6.71464e-08 3.85993e-08 3.60702e-08 7.24593e-08 3.14445e-07 4.667e-08 4.30827e-08 5.26975e-08 1.31561e-06 6.33195e-08 6.07967e-08 2.7222e-06 3.87585e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #19 of 1000; initialization seed = 493581244 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 574020 Distortion: 0.00914369 Distortions/cluster: 3.33853e-05 6.73163e-05 2.95988e-05 1.27749e-35 2.39374e-05 3.11248e-05 0.00872182 3.90357e-05 2.23668e-05 4.35604e-05 1.08283e-34 1.92403e-05 2.86463e-05 4.81569e-35 8.366e-05 0 Variance: 1.54873e-06 Variances/cluster: 3.89981e-08 7.54422e-08 6.24396e-08 0 4.9453e-08 4.31652e-08 0.156503 3.17326e-07 3.63646e-08 2.7222e-06 0 3.98312e-08 7.5181e-08 2.67973e-31 9.74749e-08 0 -------------------------------------------------------------- Initialization seed trial #20 of 1000; initialization seed = 493581245 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 708191 Distortion: 0.000448562 Distortions/cluster: 9.64317e-35 2.37044e-35 0 4.81569e-35 1.08283e-34 8.366e-05 2.51166e-05 3.81032e-05 2.96673e-05 6.81933e-05 7.86324e-05 2.60335e-05 4.67043e-05 2.25053e-05 1.27749e-35 2.99459e-05 Variance: 7.59759e-08 Variances/cluster: 6.86694e-32 0 0 2.67973e-31 0 9.74749e-08 4.22088e-08 4.08797e-08 6.10388e-08 7.6254e-08 1.25199e-07 5.40066e-08 2.74699e-06 3.64712e-08 0 7.58063e-08 -------------------------------------------------------------- Initialization seed trial #21 of 1000; initialization seed = 493581246 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 498026 Distortion: 0.0491903 Distortions/cluster: 2.13826e-05 1.69916e-05 0.00391362 2.22435e-05 4.67605e-05 1.82738e-05 1.5385e-05 1.56942e-05 3.13587e-05 0.0446389 3.10061e-05 3.52183e-05 0.000300791 1.71472e-05 2.98982e-05 3.55643e-05 Variance: 8.33168e-06 Variances/cluster: 3.5693e-08 4.7326e-08 0.00391989 5.67393e-08 8.43786e-08 3.81462e-08 3.8173e-08 2.6595e-07 5.23346e-08 0.0422886 3.75344e-08 6.16586e-08 1.87971e-05 7.05589e-08 4.30153e-08 3.35473e-07 -------------------------------------------------------------- Initialization seed trial #22 of 1000; initialization seed = 493581247 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 59 BIC score: 512366 Distortion: 0.0363055 Distortions/cluster: 2.6026e-05 0.000297696 4.67043e-05 2.78453e-05 1.08283e-34 4.36199e-05 4.22095e-05 0.0356196 2.37974e-05 2.94601e-05 2.87034e-05 1.27517e-05 1.27749e-35 9.48599e-05 2.37044e-35 1.22558e-05 Variance: 6.1493e-06 Variances/cluster: 5.70561e-08 6.57112e-07 2.74699e-06 5.4487e-08 0 4.44155e-08 4.87353e-08 0.035575 7.08035e-08 5.92563e-08 7.51338e-08 5.22441e-08 0 1.00799e-07 0 5.6201e-08 -------------------------------------------------------------- Initialization seed trial #23 of 1000; initialization seed = 493581248 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 572191 Distortion: 0.00939714 Distortions/cluster: 0 1.65791e-05 2.92125e-05 2.90326e-05 2.31721e-05 1.62324e-05 2.86613e-05 1.84101e-05 0.00872182 1.27749e-35 0.000300791 6.73163e-05 1.08283e-34 4.17482e-05 2.05094e-05 8.366e-05 Variance: 1.59166e-06 Variances/cluster: 0 3.59602e-08 6.18859e-08 7.5797e-08 4.8779e-08 3.36045e-08 4.20217e-08 3.88362e-08 0.156503 0 1.87971e-05 7.54422e-08 0 3.39376e-07 3.51147e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #24 of 1000; initialization seed = 493581249 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 677119 Distortion: 0.000935837 Distortions/cluster: 0.0003196 0 0.00011327 1.08283e-34 2.42579e-05 2.71778e-05 9.64317e-35 4.31291e-05 2.37044e-35 0 3.01051e-05 0.000345108 3.319e-05 0 0 1.27749e-35 Variance: 1.58509e-07 Variances/cluster: 5.15442e-07 0 5.73171e-08 0 5.15959e-08 5.97119e-08 6.86694e-32 6.42703e-08 0 0 7.91986e-08 3.886e-07 7.42271e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #25 of 1000; initialization seed = 493581250 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 534319 Distortion: 0.0220703 Distortions/cluster: 0.0214225 2.13514e-05 3.02185e-05 1.27749e-35 1.08283e-34 2.86208e-05 2.05351e-05 2.90887e-05 0 4.42496e-05 2.37044e-35 0.000117982 2.23769e-05 1.67304e-05 1.5843e-05 0.000300791 Variance: 3.7382e-06 Variances/cluster: 3.20591e-05 4.46637e-08 7.66905e-08 0 0 4.19009e-08 3.50986e-08 6.12343e-08 0 3.42978e-07 0 1.10126e-07 4.8118e-08 3.44216e-08 3.48935e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #26 of 1000; initialization seed = 493581251 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 20 BIC score: 556327 Distortion: 0.0132758 Distortions/cluster: 3.09052e-05 3.32645e-05 0.000300791 2.27283e-05 2.86463e-05 2.55481e-05 3.36824e-05 3.93166e-05 0.00872182 0 3.35214e-05 1.94952e-05 2.95988e-05 1.92965e-05 0.00391362 2.36116e-05 Variance: 2.24862e-06 Variances/cluster: 4.33416e-08 3.8948e-08 1.87971e-05 3.67135e-08 7.5181e-08 5.22408e-08 5.91764e-08 3.38897e-07 0.156503 0 6.22874e-08 6.41085e-08 6.24396e-08 3.93768e-08 0.00391989 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #27 of 1000; initialization seed = 493581252 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 606841 Distortion: 0.00435574 Distortions/cluster: 2.54647e-05 0.00391362 6.80765e-05 2.15737e-05 1.80821e-05 2.33443e-05 3.65434e-05 1.77292e-05 4.81569e-35 0 8.37767e-05 9.64317e-35 7.62458e-05 2.45743e-05 2.37044e-35 4.67043e-05 Variance: 7.3776e-07 Variances/cluster: 7.09268e-08 0.00391989 7.62086e-08 3.57731e-08 4.22442e-08 5.96985e-08 4.00222e-08 6.95205e-08 2.67973e-31 0 9.74973e-08 6.86694e-32 1.30546e-07 4.08852e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #28 of 1000; initialization seed = 493581253 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 502360 Distortion: 0.0453184 Distortions/cluster: 1.44798e-05 2.06002e-05 2.55598e-05 1.1715e-05 1.08283e-34 1.69727e-05 2.31423e-05 0.0446389 1.27749e-35 2.42703e-05 7.41045e-05 0.000294138 2.11957e-05 8.34307e-05 2.31325e-05 4.67043e-05 Variance: 7.67587e-06 Variances/cluster: 5.81331e-08 4.84553e-08 5.42623e-08 6.16529e-08 0 6.33261e-08 4.2852e-08 0.0422886 0 6.23709e-08 5.0891e-08 6.71493e-07 7.11044e-08 1.08342e-07 5.91436e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #29 of 1000; initialization seed = 493581254 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 501734 Distortion: 0.0453071 Distortions/cluster: 1.44798e-05 4.67043e-05 2.42703e-05 7.78554e-05 1.08283e-34 0.0446389 2.86012e-05 0.000297453 2.02889e-05 2.7094e-05 2.29791e-05 2.34427e-05 2.11957e-05 1.27749e-35 4.20705e-05 2.17412e-05 Variance: 7.67397e-06 Variances/cluster: 5.81331e-08 2.74699e-06 6.23709e-08 1.10895e-07 0 0.0422886 7.50627e-08 6.63905e-07 4.78358e-08 5.30168e-08 3.68804e-08 5.97836e-08 7.11044e-08 0 4.48473e-08 4.10172e-08 -------------------------------------------------------------- Initialization seed trial #30 of 1000; initialization seed = 493581255 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 512488 Distortion: 0.0362905 Distortions/cluster: 1.74113e-05 1.27749e-35 3.62143e-05 1.15485e-05 2.98544e-05 3.69874e-05 4.80931e-05 3.67128e-05 0.000295081 4.07957e-05 4.67043e-05 2.37044e-35 4.67839e-05 1.08283e-34 2.48088e-05 0.0356196 Variance: 6.14677e-06 Variances/cluster: 6.3309e-08 0 2.96805e-07 6.14228e-08 4.13448e-08 4.07764e-08 4.86237e-08 5.98708e-08 6.49903e-07 6.98334e-08 2.74699e-06 0 8.44208e-08 0 5.18965e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #31 of 1000; initialization seed = 493581256 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 573589 Distortion: 0.0091633 Distortions/cluster: 8.366e-05 6.81933e-05 2.94324e-05 1.08283e-34 7.46649e-05 1.27749e-35 0 2.27813e-05 2.11961e-05 4.67043e-05 2.57455e-05 2.86463e-05 0.00872182 4.81569e-35 1.88801e-05 2.15792e-05 Variance: 1.55205e-06 Variances/cluster: 9.74749e-08 7.6254e-08 6.24842e-08 0 1.1629e-07 0 0 4.24986e-08 3.56196e-08 2.74699e-06 5.26445e-08 7.5181e-08 0.156503 2.67973e-31 3.9005e-08 4.02559e-08 -------------------------------------------------------------- Initialization seed trial #32 of 1000; initialization seed = 493581257 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 498473 Distortion: 0.0489401 Distortions/cluster: 3.67128e-05 1.17982e-05 1.84018e-05 4.67043e-05 4.67839e-05 2.21419e-05 2.18575e-05 3.57241e-05 4.81569e-35 2.0367e-05 4.07957e-05 3.04905e-05 2.39001e-05 3.19043e-05 0.00391362 0.0446389 Variance: 8.28932e-06 Variances/cluster: 5.98708e-08 6.17653e-08 3.83334e-08 2.74699e-06 8.44208e-08 7.11903e-08 3.59456e-08 2.95206e-07 2.67973e-31 5.05337e-08 6.98334e-08 4.31228e-08 5.02061e-08 3.81597e-08 0.00391989 0.0422886 -------------------------------------------------------------- Initialization seed trial #33 of 1000; initialization seed = 493581258 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 71 BIC score: 572569 Distortion: 0.0093881 Distortions/cluster: 4.70304e-05 3.70017e-05 4.27885e-05 4.10744e-05 0.000300842 2.11957e-05 2.31325e-05 1.08283e-34 4.67043e-05 1.27749e-35 2.11141e-05 0 1.44798e-05 2.23091e-05 0.00872182 4.86085e-05 Variance: 1.59013e-06 Variances/cluster: 7.99773e-08 4.02157e-08 4.88399e-08 6.14832e-08 2.54922e-06 7.11044e-08 5.91436e-08 0 2.74699e-06 0 5.06169e-08 0 5.81331e-08 5.66035e-08 0.156503 5.02629e-08 -------------------------------------------------------------- Initialization seed trial #34 of 1000; initialization seed = 493581259 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 501808 Distortion: 0.0452977 Distortions/cluster: 2.13922e-05 2.92944e-05 1.27749e-35 3.01421e-05 3.57241e-05 1.64704e-05 4.07957e-05 3.67128e-05 1.08283e-34 4.03072e-05 4.67839e-05 4.67043e-05 0.000278061 1.71526e-05 1.92191e-05 0.0446389 Variance: 7.67237e-06 Variances/cluster: 3.58888e-08 4.22072e-08 0 5.1786e-08 2.95206e-07 3.36789e-08 6.98334e-08 5.98708e-08 0 7.34136e-08 8.44208e-08 2.74699e-06 1.78229e-06 3.69635e-08 3.97872e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #35 of 1000; initialization seed = 493581260 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 573917 Distortion: 0.00916337 Distortions/cluster: 4.04566e-05 1.25053e-05 2.43621e-05 2.23566e-05 8.366e-05 1.08283e-34 4.67043e-05 1.9419e-05 2.26375e-05 2.2375e-05 4.81569e-35 0 6.81933e-05 7.88843e-05 1.27749e-35 0.00872182 Variance: 1.55206e-06 Variances/cluster: 4.36858e-08 6.12955e-08 5.43748e-08 4.11684e-08 9.74749e-08 0 2.74699e-06 7.41129e-08 5.00789e-08 3.63188e-08 2.67973e-31 0 7.6254e-08 1.15486e-07 0 0.156503 -------------------------------------------------------------- Initialization seed trial #36 of 1000; initialization seed = 493581261 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 688632 Distortion: 0.00069459 Distortions/cluster: 7.49785e-05 4.67043e-05 0.000297613 8.43981e-05 2.73334e-05 2.51399e-05 3.48071e-05 1.8854e-05 2.33576e-05 0 2.87715e-05 9.64317e-35 3.26327e-05 1.08283e-34 1.27749e-35 2.37044e-35 Variance: 1.17647e-07 Variances/cluster: 5.11051e-08 2.74699e-06 6.59842e-07 1.08332e-07 5.33807e-08 7.24266e-08 6.09382e-08 6.32482e-08 4.30117e-08 0 7.51155e-08 6.86694e-32 6.08624e-08 0 0 0 -------------------------------------------------------------- Initialization seed trial #37 of 1000; initialization seed = 493581262 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 557188 Distortion: 0.0130494 Distortions/cluster: 2.86463e-05 2.02467e-05 4.81569e-35 2.56419e-05 3.58899e-05 0 4.90368e-05 4.67043e-05 3.99696e-05 7.63919e-05 2.03216e-05 0.00872182 2.07909e-05 0.00391362 2.0846e-05 2.94324e-05 Variance: 2.21026e-06 Variances/cluster: 7.5181e-08 3.98523e-08 2.67973e-31 5.26481e-08 6.04009e-08 0 8.51064e-08 2.74699e-06 6.86544e-08 1.12995e-07 4.03972e-08 0.156503 3.54147e-08 0.00391989 4.00846e-08 6.24842e-08 -------------------------------------------------------------- Initialization seed trial #38 of 1000; initialization seed = 493581263 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 555950 Distortion: 0.0133116 Distortions/cluster: 7.17642e-05 0 2.18971e-05 0.000287245 2.35465e-05 0.00872182 3.70788e-05 2.33609e-05 2.03225e-05 0.00391362 4.03525e-05 2.19006e-05 4.74532e-05 4.67043e-05 1.59469e-05 1.85433e-05 Variance: 2.25467e-06 Variances/cluster: 1.21417e-07 0 4.8016e-08 1.15816e-06 4.05237e-08 0.156503 6.06656e-08 5.50915e-08 3.48545e-08 0.00391989 6.94314e-08 4.13182e-08 8.47111e-08 2.74699e-06 6.58909e-08 3.87901e-08 -------------------------------------------------------------- Initialization seed trial #39 of 1000; initialization seed = 493581264 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 89 BIC score: 572214 Distortion: 0.00937621 Distortions/cluster: 4.07957e-05 1.97462e-05 3.31983e-05 2.86463e-05 0.000300791 0 2.23668e-05 4.67839e-05 1.27749e-35 3.67128e-05 1.08283e-34 3.15515e-05 3.89873e-05 2.5213e-05 0.00872182 2.95988e-05 Variance: 1.58811e-06 Variances/cluster: 6.98334e-08 4.07099e-08 3.88704e-08 7.5181e-08 1.87971e-05 0 3.63646e-08 8.44208e-08 0 5.98708e-08 0 4.35155e-08 3.38981e-07 5.17675e-08 0.156503 6.24396e-08 -------------------------------------------------------------- Initialization seed trial #40 of 1000; initialization seed = 493581265 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 571977 Distortion: 0.00939819 Distortions/cluster: 7.74101e-05 1.08283e-34 2.43786e-05 3.85916e-05 1.98062e-05 2.87715e-05 2.71031e-05 1.27749e-35 3.44908e-05 2.53108e-05 0.000298073 3.27527e-05 2.29829e-05 4.67043e-05 0 0.00872182 Variance: 1.59184e-06 Variances/cluster: 1.23845e-07 0 7.18907e-08 4.11827e-08 6.42853e-08 7.51155e-08 5.3243e-08 0 6.09179e-08 4.23217e-08 6.49343e-07 6.07463e-08 3.68864e-08 2.74699e-06 0 0.156503 -------------------------------------------------------------- Initialization seed trial #41 of 1000; initialization seed = 493581266 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 498476 Distortion: 0.0489635 Distortions/cluster: 1.64113e-05 0.00391362 6.73163e-05 8.366e-05 4.81569e-35 2.20575e-05 4.35604e-05 1.56349e-05 3.90357e-05 2.82698e-05 0.0446389 2.77668e-05 1.47233e-05 1.24692e-05 2.5441e-05 1.46174e-05 Variance: 8.29328e-06 Variances/cluster: 3.19871e-08 0.00391989 7.54422e-08 9.74749e-08 2.67973e-31 4.71272e-08 2.7222e-06 3.41343e-08 3.17326e-07 6.48337e-08 0.0422886 4.16883e-08 3.31578e-08 4.63491e-08 7.43829e-08 3.51345e-08 -------------------------------------------------------------- Initialization seed trial #42 of 1000; initialization seed = 493581267 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 571994 Distortion: 0.0093982 Distortions/cluster: 4.67043e-05 2.87715e-05 2.36116e-05 0 2.30562e-05 3.48071e-05 4.17769e-05 1.27749e-35 1.08283e-34 1.94952e-05 2.17412e-05 3.35214e-05 7.84569e-05 2.70796e-05 0.000297358 0.00872182 Variance: 1.59184e-06 Variances/cluster: 2.74699e-06 7.51155e-08 6.96288e-08 0 3.69448e-08 6.09382e-08 4.46772e-08 0 0 6.41085e-08 4.10172e-08 6.22874e-08 1.11434e-07 5.29886e-08 6.65176e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #43 of 1000; initialization seed = 493581268 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 688100 Distortion: 0.000701115 Distortions/cluster: 1.76688e-05 1.27749e-35 4.90368e-05 9.64101e-05 4.67043e-05 1.08283e-34 4.21311e-05 4.31237e-05 3.58899e-05 0.000279736 2.23931e-05 2.37044e-35 9.64317e-35 0 2.80511e-05 3.99696e-05 Variance: 1.18752e-07 Variances/cluster: 7.7489e-08 0 8.51064e-08 1.00733e-07 2.74699e-06 0 4.84211e-08 4.44994e-08 6.04009e-08 1.03215e-06 6.9538e-08 0 6.86694e-32 0 5.41479e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #44 of 1000; initialization seed = 493581269 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 56 BIC score: 573650 Distortion: 0.00914282 Distortions/cluster: 3.73047e-05 4.81569e-35 4.67043e-05 7.8852e-05 2.96461e-05 4.17764e-05 0.00872182 1.08283e-34 4.07957e-05 2.86463e-05 1.27749e-35 2.61719e-05 2.29193e-05 4.67839e-05 2.14045e-05 0 Variance: 1.54858e-06 Variances/cluster: 6.0737e-08 2.67973e-31 2.74699e-06 1.11995e-07 6.24078e-08 4.46767e-08 0.156503 0 6.98334e-08 7.5181e-08 0 5.31902e-08 3.68435e-08 8.44208e-08 4.07665e-08 0 -------------------------------------------------------------- Initialization seed trial #45 of 1000; initialization seed = 493581270 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 573628 Distortion: 0.00914282 Distortions/cluster: 4.81569e-35 2.58561e-05 2.99459e-05 2.25053e-05 4.90368e-05 3.81032e-05 2.51166e-05 0 1.08283e-34 2.98458e-05 4.67043e-05 1.27749e-35 0.00872182 7.80233e-05 3.99696e-05 3.58899e-05 Variance: 1.54858e-06 Variances/cluster: 2.67973e-31 5.3862e-08 7.58063e-08 3.64712e-08 8.51064e-08 4.08797e-08 4.22088e-08 0 0 6.11545e-08 2.74699e-06 0 0.156503 1.24428e-07 6.86544e-08 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #46 of 1000; initialization seed = 493581271 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 572156 Distortion: 0.00938573 Distortions/cluster: 0 2.27283e-05 1.9463e-05 2.87715e-05 0.000297516 4.07957e-05 3.3407e-05 1.27749e-35 0.00872182 1.08283e-34 4.67839e-05 3.07205e-05 4.67043e-05 3.67128e-05 2.45786e-05 3.57241e-05 Variance: 1.58972e-06 Variances/cluster: 0 3.67135e-08 3.96358e-08 7.51155e-08 6.62565e-07 6.98334e-08 3.90235e-08 0 0.156503 0 8.44208e-08 4.3143e-08 2.74699e-06 5.98708e-08 4.87627e-08 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #47 of 1000; initialization seed = 493581272 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 501820 Distortion: 0.0453084 Distortions/cluster: 7.66999e-05 1.08283e-34 2.50836e-05 2.29189e-05 3.44908e-05 1.69727e-05 3.37267e-05 0.0446389 2.36116e-05 4.08246e-05 1.16404e-05 0.000293783 4.67043e-05 1.96059e-05 1.27749e-35 2.34021e-05 Variance: 7.67418e-06 Variances/cluster: 1.16378e-07 0 5.35926e-08 3.68429e-08 6.09179e-08 6.33261e-08 6.22065e-08 0.0422886 6.96288e-08 4.37994e-08 6.15842e-08 6.81576e-07 2.74699e-06 6.42612e-08 0 4.14891e-08 -------------------------------------------------------------- Initialization seed trial #48 of 1000; initialization seed = 493581273 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 512749 Distortion: 0.0360406 Distortions/cluster: 4.67839e-05 4.81569e-35 2.96461e-05 2.86463e-05 7.8852e-05 2.29193e-05 3.73047e-05 0.0356196 2.61719e-05 1.27749e-35 2.14045e-05 1.08283e-34 4.17764e-05 4.67043e-05 2.37044e-35 4.07957e-05 Variance: 6.10443e-06 Variances/cluster: 8.44208e-08 2.67973e-31 6.24078e-08 7.5181e-08 1.11995e-07 3.68435e-08 6.0737e-08 0.035575 5.31902e-08 0 4.07665e-08 0 4.46767e-08 2.74699e-06 0 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #49 of 1000; initialization seed = 493581274 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 571993 Distortion: 0.00939819 Distortions/cluster: 1.08283e-34 0.000297453 0 1.27749e-35 2.7154e-05 2.58452e-05 3.44908e-05 2.447e-05 1.9604e-05 3.28638e-05 3.92239e-05 2.86012e-05 2.17412e-05 7.82228e-05 0.00872182 4.67043e-05 Variance: 1.59184e-06 Variances/cluster: 0 6.63905e-07 0 0 5.30305e-08 4.12815e-08 6.09179e-08 7.1948e-08 6.40449e-08 6.08393e-08 4.1947e-08 7.50627e-08 4.10172e-08 1.11418e-07 0.156503 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #50 of 1000; initialization seed = 493581275 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 497573 Distortion: 0.0491963 Distortions/cluster: 1.76419e-05 8.57305e-06 3.93166e-05 2.90089e-05 2.90326e-05 0.0446389 0.00391362 2.8327e-05 0.000300791 1.45152e-05 1.55913e-05 1.20832e-05 4.07957e-05 3.67128e-05 4.67839e-05 2.46129e-05 Variance: 8.33271e-06 Variances/cluster: 3.78546e-08 3.36159e-08 3.38897e-07 6.19798e-08 7.5797e-08 0.0422886 0.00391989 4.20246e-08 1.87971e-05 3.27628e-08 3.46442e-08 3.02045e-08 6.98334e-08 5.98708e-08 8.44208e-08 5.13793e-08 -------------------------------------------------------------- Initialization seed trial #51 of 1000; initialization seed = 493581276 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 556430 Distortion: 0.0133027 Distortions/cluster: 1.09004e-05 1.67677e-05 4.16756e-05 1.15002e-05 2.53619e-05 2.6131e-05 0.00391362 2.51849e-05 0.00872182 0 0.000307974 4.72422e-05 1.24914e-05 2.08813e-05 4.2552e-05 7.86183e-05 Variance: 2.25317e-06 Variances/cluster: 5.47582e-08 7.45e-08 6.229e-08 5.47453e-08 4.5858e-08 6.13202e-08 0.00391989 3.85636e-08 0.156503 0 1.71076e-05 8.00651e-08 5.13886e-08 4.64913e-08 4.5168e-08 1.08429e-07 -------------------------------------------------------------- Initialization seed trial #52 of 1000; initialization seed = 493581277 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 81 BIC score: 498392 Distortion: 0.0489331 Distortions/cluster: 3.11248e-05 3.57241e-05 0.00391362 4.81569e-35 2.35247e-05 1.96949e-05 3.25482e-05 0.0446389 2.86463e-05 2.2302e-05 3.36824e-05 1.92403e-05 3.33853e-05 2.95988e-05 4.67043e-05 2.43786e-05 Variance: 8.28813e-06 Variances/cluster: 4.31652e-08 2.95206e-07 0.00391989 2.67973e-31 4.86004e-08 6.41321e-08 6.08182e-08 0.0422886 7.5181e-08 3.63182e-08 5.91764e-08 3.98312e-08 3.89981e-08 6.24396e-08 2.74699e-06 7.18907e-08 -------------------------------------------------------------- Initialization seed trial #53 of 1000; initialization seed = 493581278 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 498630 Distortion: 0.04896 Distortions/cluster: 3.78274e-05 0.0446389 6.6306e-05 1.15469e-05 2.94339e-05 0.00391362 1.50226e-05 8.33627e-05 4.81569e-35 1.54123e-05 2.12593e-05 2.14343e-05 4.67043e-05 2.54101e-05 1.67063e-05 1.70121e-05 Variance: 8.29268e-06 Variances/cluster: 3.00181e-07 0.0422886 7.43933e-08 6.14147e-08 3.75399e-08 0.00391989 3.75527e-08 9.73555e-08 2.67973e-31 3.54274e-08 4.88675e-08 3.57197e-08 2.74699e-06 5.6337e-08 3.70395e-08 6.3711e-08 -------------------------------------------------------------- Initialization seed trial #54 of 1000; initialization seed = 493581279 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 557861 Distortion: 0.0130505 Distortions/cluster: 0 1.85261e-05 4.67043e-05 3.78274e-05 1.17084e-05 2.49595e-05 2.16484e-05 2.00806e-05 2.10932e-05 6.6306e-05 3.22908e-05 8.33627e-05 3.05572e-05 4.81569e-35 0.00391362 0.00872182 Variance: 2.21045e-06 Variances/cluster: 0 3.85924e-08 2.74699e-06 3.00181e-07 6.22734e-08 5.33279e-08 3.57783e-08 4.99471e-08 6.61179e-08 7.43933e-08 3.83924e-08 9.73555e-08 4.30952e-08 2.67973e-31 0.00391989 0.156503 -------------------------------------------------------------- Initialization seed trial #55 of 1000; initialization seed = 493581280 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 574006 Distortion: 0.00914384 Distortions/cluster: 0.00872182 1.27749e-35 3.78274e-05 2.26639e-05 0 2.86463e-05 3.32645e-05 2.95988e-05 4.67043e-05 3.07205e-05 8.33627e-05 4.81569e-35 2.35758e-05 1.08283e-34 1.93494e-05 6.6306e-05 Variance: 1.54875e-06 Variances/cluster: 0.156503 0 3.00181e-07 3.66687e-08 0 7.5181e-08 3.8948e-08 6.24396e-08 2.74699e-06 4.3143e-08 9.73555e-08 2.67973e-31 4.86056e-08 0 3.95656e-08 7.43933e-08 -------------------------------------------------------------- Initialization seed trial #56 of 1000; initialization seed = 493581281 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 556420 Distortion: 0.0133128 Distortions/cluster: 2.82619e-05 1.80697e-05 3.78274e-05 1.59478e-05 2.11832e-05 4.67043e-05 0.000276927 8.366e-05 1.66584e-05 6.60089e-05 0.00391362 0 2.003e-05 0.00872182 2.04679e-05 2.55914e-05 Variance: 2.25487e-06 Variances/cluster: 4.18039e-08 3.8118e-08 3.00181e-07 3.35008e-08 4.88049e-08 2.74699e-06 1.93639e-06 9.74749e-08 3.58985e-08 7.42266e-08 0.00391989 0 3.465e-08 0.156503 6.39573e-08 5.72468e-08 -------------------------------------------------------------- Initialization seed trial #57 of 1000; initialization seed = 493581282 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 603955 Distortion: 0.00462447 Distortions/cluster: 2.26333e-05 2.87715e-05 8.37767e-05 7.17712e-05 0.00391362 4.67043e-05 2.65789e-05 2.10905e-05 6.80765e-05 0 2.45317e-05 9.64317e-35 0.000297978 1.89396e-05 2.37044e-35 0 Variance: 7.83278e-07 Variances/cluster: 4.18323e-08 7.51155e-08 9.74973e-08 1.23095e-07 0.00391989 2.74699e-06 5.27313e-08 3.56218e-08 7.62086e-08 0 4.14348e-08 6.86694e-32 6.51978e-07 3.92089e-08 0 0 -------------------------------------------------------------- Initialization seed trial #58 of 1000; initialization seed = 493581283 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 497759 Distortion: 0.0492069 Distortions/cluster: 2.61316e-05 1.06737e-05 2.97415e-05 1.81425e-05 4.09224e-05 0.000307974 2.19964e-05 1.59266e-05 7.80506e-05 1.7611e-05 0.00391362 2.86463e-05 2.41432e-05 2.29193e-05 1.14907e-05 0.0446389 Variance: 8.3345e-06 Variances/cluster: 5.32163e-08 4.89464e-08 6.2346e-08 6.81834e-08 4.38573e-08 1.71076e-05 4.09577e-08 4.02057e-08 1.12943e-07 6.35577e-08 0.00391989 7.5181e-08 6.2689e-08 3.68435e-08 5.49617e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #59 of 1000; initialization seed = 493581284 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 512123 Distortion: 0.0362835 Distortions/cluster: 3.99696e-05 1.97766e-05 3.57241e-05 0.000297331 2.4344e-05 0.0356196 1.08283e-34 4.90368e-05 3.13998e-05 2.23215e-05 1.27749e-35 2.86012e-05 3.53035e-05 2.37044e-35 4.67043e-05 3.34124e-05 Variance: 6.14557e-06 Variances/cluster: 6.86544e-08 4.02742e-08 2.95206e-07 6.66606e-07 4.84897e-08 0.035575 0 8.51064e-08 4.33662e-08 3.63501e-08 0 7.50627e-08 5.95142e-08 0 2.74699e-06 3.90297e-08 -------------------------------------------------------------- Initialization seed trial #60 of 1000; initialization seed = 493581285 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 604194 Distortion: 0.0045959 Distortions/cluster: 4.70999e-05 0.00391362 7.8852e-05 2.29193e-05 2.61719e-05 4.17764e-05 4.05268e-05 0 9.64317e-35 2.14045e-05 3.72578e-05 2.86463e-05 2.96461e-05 2.37044e-35 0.000307974 0 Variance: 7.78438e-07 Variances/cluster: 8.45331e-08 0.00391989 1.11995e-07 3.68435e-08 5.31902e-08 4.46767e-08 6.96115e-08 0 6.86694e-32 4.07665e-08 6.07595e-08 7.5181e-08 6.24078e-08 0 1.71076e-05 0 -------------------------------------------------------------- Initialization seed trial #61 of 1000; initialization seed = 493581286 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 534299 Distortion: 0.0220797 Distortions/cluster: 2.37044e-35 0.000296957 2.03046e-05 1.08283e-34 3.97346e-05 2.38477e-05 1.98317e-05 1.67318e-05 1.27749e-35 0 4.67043e-05 1.74003e-05 2.86009e-05 2.90085e-05 0.0214225 0.000117982 Variance: 3.73978e-06 Variances/cluster: 0 6.76384e-07 4.22972e-08 0 3.05611e-07 4.79789e-08 3.4486e-08 3.66089e-08 0 0 2.74699e-06 3.45214e-08 4.18106e-08 7.59323e-08 3.20591e-05 1.10126e-07 -------------------------------------------------------------- Initialization seed trial #62 of 1000; initialization seed = 493581287 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 65 BIC score: 502496 Distortion: 0.0450735 Distortions/cluster: 2.45124e-05 1.22168e-05 2.17787e-05 1.27749e-35 4.81569e-35 0.0446389 2.38544e-05 8.37767e-05 2.26299e-05 7.03281e-05 1.08283e-34 1.83262e-05 2.0046e-05 2.23082e-05 6.80765e-05 4.67043e-05 Variance: 7.6344e-06 Variances/cluster: 4.09183e-08 6.20088e-08 5.61256e-08 0 2.67973e-31 0.0422886 7.22805e-08 9.74973e-08 4.78392e-08 1.26478e-07 0 3.8497e-08 3.46177e-08 4.16938e-08 7.62086e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #63 of 1000; initialization seed = 493581288 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 92 BIC score: 502533 Distortion: 0.0453179 Distortions/cluster: 1.27688e-05 9.45125e-06 1.08283e-34 4.31034e-05 9.30586e-05 7.91654e-06 5.11104e-05 0.0446389 0.000307974 2.34192e-05 4.27181e-05 1.5909e-05 1.53461e-05 9.76178e-06 4.64237e-05 1.27749e-35 Variance: 7.67579e-06 Variances/cluster: 7.50878e-08 5.19133e-08 0 7.72401e-08 1.01473e-07 4.91552e-08 5.27943e-08 0.0422886 1.71076e-05 6.5213e-08 6.48171e-08 5.01701e-08 4.09097e-08 5.19077e-08 4.50675e-08 0 -------------------------------------------------------------- Initialization seed trial #64 of 1000; initialization seed = 493581289 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 503050 Distortion: 0.0450443 Distortions/cluster: 6.51947e-05 1.99827e-05 0.0446389 3.57241e-05 2.44385e-05 3.65748e-05 2.1055e-05 1.27749e-35 2.34363e-05 4.02654e-05 1.19199e-05 4.74532e-05 4.81569e-35 3.26641e-05 4.67043e-05 1.08283e-34 Variance: 7.62946e-06 Variances/cluster: 4.78973e-08 3.99616e-08 0.0422886 2.95206e-07 7.25122e-08 5.98409e-08 5.34342e-08 0 4.77277e-08 6.94009e-08 6.14374e-08 8.47111e-08 2.67973e-31 4.43768e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #65 of 1000; initialization seed = 493581290 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 69 BIC score: 557596 Distortion: 0.0130508 Distortions/cluster: 2.0426e-05 2.94707e-05 1.60761e-05 2.88394e-05 2.84588e-05 3.78274e-05 1.6679e-05 0.00391362 6.60089e-05 4.81569e-35 4.67043e-05 0.00872182 0 8.366e-05 1.83045e-05 2.29494e-05 Variance: 2.21051e-06 Variances/cluster: 3.5032e-08 6.28322e-08 3.51744e-08 4.19751e-08 7.48856e-08 3.00181e-07 3.43866e-08 0.00391989 7.42266e-08 2.67973e-31 2.74699e-06 0.156503 0 9.74749e-08 3.87769e-08 4.79068e-08 -------------------------------------------------------------- Initialization seed trial #66 of 1000; initialization seed = 493581291 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 501975 Distortion: 0.0452831 Distortions/cluster: 1.08283e-34 1.27749e-35 1.54302e-05 3.80062e-05 2.25077e-05 3.23961e-05 1.92746e-05 2.41521e-05 0.0446389 3.50058e-05 0.000300791 4.05644e-05 3.6712e-05 2.07252e-05 2.0914e-05 3.76941e-05 Variance: 7.6699e-06 Variances/cluster: 0 0 5.9557e-08 7.64653e-08 5.93676e-08 3.83807e-08 4.63182e-08 6.05123e-08 0.0422886 5.80478e-08 1.87971e-05 3.37998e-07 5.74466e-08 3.5183e-08 7.06332e-08 4.46045e-08 -------------------------------------------------------------- Initialization seed trial #67 of 1000; initialization seed = 493581292 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 556316 Distortion: 0.0132759 Distortions/cluster: 3.28473e-05 3.07843e-05 2.52401e-05 2.447e-05 0 1.91109e-05 3.28638e-05 2.97647e-05 2.22203e-05 0.000300791 0.00391362 3.00268e-05 0.00872182 1.9604e-05 3.93166e-05 3.33687e-05 Variance: 2.24862e-06 Variances/cluster: 3.87316e-08 4.33543e-08 5.29095e-08 7.1948e-08 0 3.90779e-08 6.08393e-08 6.11135e-08 3.62443e-08 1.87971e-05 0.00391989 7.58193e-08 0.156503 6.40449e-08 3.38897e-07 5.91449e-08 -------------------------------------------------------------- Initialization seed trial #68 of 1000; initialization seed = 493581293 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 604199 Distortion: 0.00457267 Distortions/cluster: 3.27258e-05 3.21226e-05 3.91365e-05 3.88808e-05 4.67043e-05 3.78617e-05 2.06719e-05 1.94952e-05 0.000300632 9.64317e-35 0 0.00391362 3.35214e-05 3.36824e-05 2.36116e-05 2.37044e-35 Variance: 7.74503e-07 Variances/cluster: 3.85884e-08 5.13912e-08 7.6582e-08 4.68968e-08 2.74699e-06 6.12597e-08 3.51523e-08 6.41085e-08 2.56921e-06 6.86694e-32 0 0.00391989 6.22874e-08 5.91764e-08 6.96288e-08 0 -------------------------------------------------------------- Initialization seed trial #69 of 1000; initialization seed = 493581294 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 497573 Distortion: 0.0491963 Distortions/cluster: 1.20832e-05 2.90326e-05 0.00391362 1.76419e-05 0.0446389 3.93166e-05 1.58506e-05 4.67839e-05 2.46129e-05 4.07957e-05 3.67128e-05 0.000300791 2.8327e-05 1.42553e-05 8.57305e-06 2.90089e-05 Variance: 8.33271e-06 Variances/cluster: 3.02045e-08 7.5797e-08 0.00391989 3.78546e-08 0.0422886 3.38897e-07 3.4757e-08 8.44208e-08 5.13793e-08 6.98334e-08 5.98708e-08 1.87971e-05 4.20246e-08 3.26179e-08 3.36159e-08 6.19798e-08 -------------------------------------------------------------- Initialization seed trial #70 of 1000; initialization seed = 493581295 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 557432 Distortion: 0.0130424 Distortions/cluster: 1.94952e-05 0.00391362 0.00872182 4.81569e-35 2.86463e-05 2.29193e-05 7.84947e-05 0 4.09224e-05 4.67043e-05 3.48071e-05 3.35214e-05 2.97415e-05 2.19964e-05 2.36116e-05 2.61316e-05 Variance: 2.20908e-06 Variances/cluster: 6.41085e-08 0.00391989 0.156503 2.67973e-31 7.5181e-08 3.68435e-08 1.13421e-07 0 4.38573e-08 2.74699e-06 6.09382e-08 6.22874e-08 6.2346e-08 4.09577e-08 6.96288e-08 5.32163e-08 -------------------------------------------------------------- Initialization seed trial #71 of 1000; initialization seed = 493581296 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 69 BIC score: 557844 Distortion: 0.01303 Distortions/cluster: 4.81569e-35 0 1.96949e-05 3.01919e-05 2.51325e-05 3.71755e-05 3.36824e-05 4.67043e-05 2.43786e-05 3.03365e-05 4.84821e-05 0.00391362 0.00872182 3.25482e-05 3.00268e-05 3.62143e-05 Variance: 2.20698e-06 Variances/cluster: 2.67973e-31 0 6.41321e-08 4.15819e-08 5.12861e-08 4.08486e-08 5.91764e-08 2.74699e-06 7.18907e-08 6.09117e-08 4.88196e-08 0.00391989 0.156503 6.08182e-08 7.58193e-08 2.96805e-07 -------------------------------------------------------------- Initialization seed trial #72 of 1000; initialization seed = 493581297 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 556183 Distortion: 0.0133051 Distortions/cluster: 0.000297016 4.1341e-05 1.91944e-05 2.30444e-05 2.23127e-05 0 2.96641e-05 0.00391362 2.75573e-05 7.72501e-05 4.67043e-05 1.08941e-05 2.30833e-05 2.29829e-05 2.86012e-05 0.00872182 Variance: 2.25357e-06 Variances/cluster: 6.64411e-07 4.40697e-08 6.439e-08 4.14428e-08 4.89156e-08 0 6.07671e-08 0.00391989 5.31947e-08 1.15288e-07 2.74699e-06 5.52826e-08 7.37255e-08 3.68864e-08 7.50627e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #73 of 1000; initialization seed = 493581298 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 77 BIC score: 502009 Distortion: 0.0453074 Distortions/cluster: 1.62866e-05 1.61051e-05 8.366e-05 1.99616e-05 2.2009e-05 1.08283e-34 4.04593e-05 1.78871e-05 0.0446389 1.27749e-35 2.80359e-05 2.18494e-05 2.21668e-05 6.73163e-05 0.000300791 1.19074e-05 Variance: 7.67401e-06 Variances/cluster: 3.5713e-08 3.34797e-08 9.74749e-08 3.45915e-08 4.89047e-08 0 3.37121e-07 3.77328e-08 0.0422886 0 4.19035e-08 5.31568e-08 7.29116e-08 7.54422e-08 1.87971e-05 6.13734e-08 -------------------------------------------------------------- Initialization seed trial #74 of 1000; initialization seed = 493581299 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 572442 Distortion: 0.00940636 Distortions/cluster: 3.78274e-05 1.16404e-05 8.366e-05 3.11675e-05 2.22828e-05 1.27749e-35 6.60089e-05 0.00872182 4.67043e-05 0.000293568 2.2302e-05 0 1.08283e-34 1.69003e-05 3.33306e-05 1.91469e-05 Variance: 1.59322e-06 Variances/cluster: 3.00181e-07 6.15842e-08 9.74749e-08 4.31645e-08 4.84365e-08 0 7.42266e-08 0.156503 2.74699e-06 6.9069e-07 3.63182e-08 0 0 6.32921e-08 3.89797e-08 3.98025e-08 -------------------------------------------------------------- Initialization seed trial #75 of 1000; initialization seed = 493581300 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 66 BIC score: 688331 Distortion: 0.000699247 Distortions/cluster: 2.37044e-35 2.94601e-05 1.27517e-05 1.19718e-05 5.18241e-05 9.36493e-05 2.6026e-05 1.08283e-34 4.67043e-05 2.4081e-05 4.66957e-05 4.27239e-05 0 9.64317e-35 0.000313359 1.27749e-35 Variance: 1.18436e-07 Variances/cluster: 0 5.92563e-08 5.22441e-08 5.56649e-08 5.30928e-08 1.02005e-07 5.70561e-08 0 2.74699e-06 7.10133e-08 4.51126e-08 7.72522e-08 0 6.86694e-32 4.79102e-07 0 -------------------------------------------------------------- Initialization seed trial #76 of 1000; initialization seed = 493581301 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 604071 Distortion: 0.00457484 Distortions/cluster: 4.67043e-05 0.000300632 2.92125e-05 3.30376e-05 2.32932e-05 9.64317e-35 0.00391362 3.32727e-05 2.90326e-05 3.67128e-05 4.07957e-05 4.67839e-05 2.37044e-35 1.94639e-05 0 2.22782e-05 Variance: 7.74871e-07 Variances/cluster: 2.74699e-06 2.56921e-06 6.18859e-08 4.55652e-08 4.81222e-08 6.86694e-32 0.00391989 3.89577e-08 7.5797e-08 5.98708e-08 6.98334e-08 8.44208e-08 0 4.01278e-08 0 3.62205e-08 -------------------------------------------------------------- Initialization seed trial #77 of 1000; initialization seed = 493581302 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 571993 Distortion: 0.0093982 Distortions/cluster: 4.67043e-05 3.37267e-05 2.87034e-05 7.82228e-05 1.08283e-34 2.36116e-05 0.000297351 3.44908e-05 0.00872182 1.27749e-35 2.58452e-05 1.96059e-05 2.7154e-05 2.17412e-05 0 3.92239e-05 Variance: 1.59184e-06 Variances/cluster: 2.74699e-06 6.22065e-08 7.51338e-08 1.11418e-07 0 6.96288e-08 6.65161e-07 6.09179e-08 0.156503 0 4.12815e-08 6.42612e-08 5.30305e-08 4.10172e-08 0 4.1947e-08 -------------------------------------------------------------- Initialization seed trial #78 of 1000; initialization seed = 493581303 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 507102 Distortion: 0.040177 Distortions/cluster: 3.15515e-05 3.38285e-05 0.0356196 2.95988e-05 3.32602e-05 1.91975e-05 2.23668e-05 2.37044e-35 3.94781e-05 2.86463e-05 0.000300791 3.33079e-05 2.50039e-05 0.00391362 2.5213e-05 2.15545e-05 Variance: 6.80504e-06 Variances/cluster: 4.35155e-08 7.48182e-08 0.035575 6.24396e-08 3.88975e-08 3.9825e-08 3.63646e-08 0 3.37381e-07 7.5181e-08 1.87971e-05 8.00416e-08 5.82649e-08 0.00391989 5.17675e-08 4.75663e-08 -------------------------------------------------------------- Initialization seed trial #79 of 1000; initialization seed = 493581304 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 59 BIC score: 607527 Distortion: 0.00434966 Distortions/cluster: 1.89386e-05 0 9.64317e-35 3.27799e-05 4.31034e-05 4.64237e-05 0.00391362 4.81569e-35 2.37044e-35 9.41233e-05 4.31422e-05 3.44908e-05 0 5.11104e-05 4.67043e-05 2.52237e-05 Variance: 7.36731e-07 Variances/cluster: 6.33195e-08 0 6.86694e-32 6.07967e-08 7.72401e-08 4.50675e-08 0.00391989 2.67973e-31 0 1.0241e-07 6.53614e-08 6.09179e-08 0 5.27943e-08 2.74699e-06 7.24593e-08 -------------------------------------------------------------- Initialization seed trial #80 of 1000; initialization seed = 493581305 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 688049 Distortion: 0.00070707 Distortions/cluster: 4.07957e-05 2.37044e-35 9.54072e-05 1.08283e-34 0 4.67043e-05 3.73047e-05 4.67839e-05 1.27749e-35 0.000297696 2.87034e-05 4.36199e-05 9.64317e-35 2.78453e-05 0 4.22095e-05 Variance: 1.19761e-07 Variances/cluster: 6.98334e-08 0 1.01272e-07 0 0 2.74699e-06 6.0737e-08 8.44208e-08 0 6.57112e-07 7.51338e-08 4.44155e-08 6.86694e-32 5.4487e-08 0 4.87353e-08 -------------------------------------------------------------- Initialization seed trial #81 of 1000; initialization seed = 493581306 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 572088 Distortion: 0.00938161 Distortions/cluster: 0 3.27075e-05 0.000300791 1.27749e-35 1.08283e-34 1.95629e-05 4.07957e-05 3.67128e-05 2.80807e-05 4.08979e-05 1.65312e-05 4.08961e-05 4.67839e-05 3.895e-05 0.00872182 1.70788e-05 Variance: 1.58903e-06 Variances/cluster: 0 4.30891e-08 1.87971e-05 0 0 3.44985e-08 6.98334e-08 5.98708e-08 4.88312e-08 3.37961e-07 3.39419e-08 7.68663e-08 8.44208e-08 6.24145e-08 0.156503 3.62575e-08 -------------------------------------------------------------- Initialization seed trial #82 of 1000; initialization seed = 493581307 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 573920 Distortion: 0.00916338 Distortions/cluster: 1.13443e-05 0 2.60781e-05 1.7577e-05 4.67043e-05 7.71217e-05 1.27749e-35 1.08283e-34 2.55427e-05 0.00872182 2.2368e-05 8.366e-05 6.81933e-05 3.8327e-05 4.81569e-35 2.46403e-05 Variance: 1.55206e-06 Variances/cluster: 6.13155e-08 0 5.60772e-08 6.39114e-08 2.74699e-06 1.28524e-07 0 0 4.2007e-08 0.156503 3.63074e-08 9.74749e-08 7.6254e-08 4.09878e-08 2.67973e-31 5.47513e-08 -------------------------------------------------------------- Initialization seed trial #83 of 1000; initialization seed = 493581308 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 573641 Distortion: 0.0091428 Distortions/cluster: 0.00872182 4.07957e-05 1.27749e-35 2.93825e-05 7.87896e-05 4.67839e-05 1.08283e-34 3.73047e-05 2.27293e-05 4.81569e-35 4.67043e-05 2.19517e-05 0 2.98108e-05 2.59354e-05 4.0797e-05 Variance: 1.54858e-06 Variances/cluster: 0.156503 6.98334e-08 0 6.10813e-08 1.14177e-07 8.44208e-08 0 6.0737e-08 3.66559e-08 2.67973e-31 2.74699e-06 4.09507e-08 0 7.58485e-08 5.3803e-08 4.37697e-08 -------------------------------------------------------------- Initialization seed trial #84 of 1000; initialization seed = 493581309 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 606955 Distortion: 0.00435518 Distortions/cluster: 2.23483e-05 2.25444e-05 0.00391362 4.81569e-35 6.80765e-05 4.06398e-05 8.37767e-05 7.85545e-05 0 2.58511e-05 1.15575e-05 2.37044e-35 1.72269e-05 2.4277e-05 4.67043e-05 9.64317e-35 Variance: 7.37666e-07 Variances/cluster: 3.63345e-08 4.12106e-08 0.00391989 2.67973e-31 7.62086e-08 4.3742e-08 9.74973e-08 1.16023e-07 0 5.61933e-08 6.17997e-08 0 6.3563e-08 5.41849e-08 2.74699e-06 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #85 of 1000; initialization seed = 493581310 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 507864 Distortion: 0.0399277 Distortions/cluster: 4.67043e-05 4.81569e-35 2.35247e-05 2.2302e-05 2.95988e-05 3.57241e-05 3.53035e-05 3.3194e-05 0.00391362 1.93088e-05 2.37044e-35 4.90368e-05 2.86463e-05 0.0356196 3.99696e-05 3.12468e-05 Variance: 6.76283e-06 Variances/cluster: 2.74699e-06 2.67973e-31 4.86004e-08 3.63182e-08 6.24396e-08 2.95206e-07 5.95142e-08 3.8911e-08 0.00391989 3.98904e-08 0 8.51064e-08 7.5181e-08 0.035575 6.86544e-08 4.32146e-08 -------------------------------------------------------------- Initialization seed trial #86 of 1000; initialization seed = 493581311 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 556294 Distortion: 0.0132827 Distortions/cluster: 3.26776e-05 3.00268e-05 1.93288e-05 1.94952e-05 2.2187e-05 0.00872182 0.000300151 2.97647e-05 3.36824e-05 2.32693e-05 3.35214e-05 2.36116e-05 3.28181e-05 0 4.67043e-05 0.00391362 Variance: 2.24978e-06 Variances/cluster: 4.55715e-08 7.58193e-08 3.96044e-08 6.41085e-08 3.62491e-08 0.156503 2.58722e-06 6.11135e-08 5.91764e-08 4.93996e-08 6.22874e-08 6.96288e-08 3.86972e-08 0 2.74699e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #87 of 1000; initialization seed = 493581312 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 75 BIC score: 688910 Distortion: 0.000689116 Distortions/cluster: 0.000307974 2.34427e-05 4.31422e-05 2.48952e-05 2.11957e-05 1.44798e-05 9.32357e-05 2.02889e-05 0 5.11104e-05 9.64317e-35 1.08283e-34 1.27749e-35 2.37044e-35 4.31034e-05 4.62472e-05 Variance: 1.1672e-07 Variances/cluster: 1.71076e-05 5.97836e-08 6.53614e-08 6.38127e-08 7.11044e-08 5.81331e-08 1.01334e-07 4.78358e-08 0 5.27943e-08 6.86694e-32 0 0 0 7.72401e-08 4.50273e-08 -------------------------------------------------------------- Initialization seed trial #88 of 1000; initialization seed = 493581313 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 557840 Distortion: 0.0130505 Distortions/cluster: 3.15345e-05 3.78274e-05 6.6306e-05 8.33627e-05 4.81569e-35 0.00391362 1.20571e-05 2.97714e-05 2.14989e-05 4.67043e-05 0.00872182 0 2.31055e-05 2.0049e-05 1.85474e-05 2.43013e-05 Variance: 2.21045e-06 Variances/cluster: 3.78987e-08 3.00181e-07 7.43933e-08 9.73555e-08 2.67973e-31 0.00391989 6.1826e-08 4.28328e-08 3.57083e-08 2.74699e-06 0.156503 0 4.79327e-08 5.19357e-08 3.83175e-08 7.23199e-08 -------------------------------------------------------------- Initialization seed trial #89 of 1000; initialization seed = 493581314 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 503397 Distortion: 0.0450665 Distortions/cluster: 4.67043e-05 6.6306e-05 3.2972e-05 2.06921e-05 1.34797e-05 1.49187e-05 8.33627e-05 1.79761e-05 3.78274e-05 1.27749e-35 1.08283e-34 1.9793e-05 4.81569e-35 9.19694e-06 0.0446389 6.43686e-05 Variance: 7.63322e-06 Variances/cluster: 2.74699e-06 7.43933e-08 4.44928e-08 5.4305e-08 4.63183e-08 6.63004e-08 9.73555e-08 4.81891e-08 3.00181e-07 0 0 3.99013e-08 2.67973e-31 5.933e-08 0.0422886 4.76757e-08 -------------------------------------------------------------- Initialization seed trial #90 of 1000; initialization seed = 493581315 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 77 BIC score: 572433 Distortion: 0.00938314 Distortions/cluster: 2.43786e-05 3.25482e-05 1.27749e-35 4.67043e-05 3.00347e-05 3.00268e-05 1.96949e-05 4.9947e-05 3.36824e-05 0.000300841 3.70588e-05 1.08283e-34 2.58748e-05 0 0.00872182 3.0528e-05 Variance: 1.58929e-06 Variances/cluster: 7.18907e-08 6.08182e-08 0 2.74699e-06 4.14796e-08 7.58193e-08 6.41321e-08 5.01936e-08 5.91764e-08 2.54921e-06 4.08101e-08 0 5.24796e-08 0 0.156503 6.08078e-08 -------------------------------------------------------------- Initialization seed trial #91 of 1000; initialization seed = 493581316 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 573650 Distortion: 0.00914282 Distortions/cluster: 2.14045e-05 4.81569e-35 2.61719e-05 4.67043e-05 2.29193e-05 2.96461e-05 1.08283e-34 4.67839e-05 3.73047e-05 7.8852e-05 0.00872182 0 2.86463e-05 4.17764e-05 4.07957e-05 1.27749e-35 Variance: 1.54858e-06 Variances/cluster: 4.07665e-08 2.67973e-31 5.31902e-08 2.74699e-06 3.68435e-08 6.24078e-08 0 8.44208e-08 6.0737e-08 1.11995e-07 0.156503 0 7.5181e-08 4.46767e-08 6.98334e-08 0 -------------------------------------------------------------- Initialization seed trial #92 of 1000; initialization seed = 493581317 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 556456 Distortion: 0.0133127 Distortions/cluster: 0 1.65241e-05 4.67043e-05 2.67811e-05 8.33627e-05 1.601e-05 0.00391362 6.6306e-05 2.04539e-05 0.00027345 0.00872182 3.78274e-05 2.38068e-05 2.80572e-05 2.00614e-05 1.79171e-05 Variance: 2.25486e-06 Variances/cluster: 0 3.42083e-08 2.74699e-06 5.89843e-08 9.73555e-08 3.51838e-08 0.00391989 7.43933e-08 4.82359e-08 2.60406e-06 0.156503 3.00181e-07 6.46874e-08 4.17481e-08 3.46444e-08 3.79563e-08 -------------------------------------------------------------- Initialization seed trial #93 of 1000; initialization seed = 493581318 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 69 BIC score: 557432 Distortion: 0.0130424 Distortions/cluster: 3.35214e-05 2.97415e-05 4.81569e-35 0 7.84947e-05 3.48071e-05 4.09224e-05 0.00872182 2.29193e-05 2.61316e-05 0.00391362 2.36116e-05 1.94952e-05 2.19964e-05 4.67043e-05 2.86463e-05 Variance: 2.20908e-06 Variances/cluster: 6.22874e-08 6.2346e-08 2.67973e-31 0 1.13421e-07 6.09382e-08 4.38573e-08 0.156503 3.68435e-08 5.32163e-08 0.00391989 6.96288e-08 6.41085e-08 4.09577e-08 2.74699e-06 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #94 of 1000; initialization seed = 493581319 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 57 BIC score: 556181 Distortion: 0.0132822 Distortions/cluster: 1.62627e-05 1.53187e-05 4.07544e-05 0.000300791 1.69243e-05 0 2.33083e-05 4.07957e-05 2.96511e-05 2.86463e-05 4.67839e-05 0.00872182 3.67128e-05 2.92943e-05 2.14689e-05 0.00391362 Variance: 2.24969e-06 Variances/cluster: 3.9278e-08 3.52935e-08 3.39581e-07 1.87971e-05 3.7275e-08 0 4.89626e-08 6.98334e-08 3.76251e-08 7.5181e-08 8.44208e-08 0.156503 5.98708e-08 6.25895e-08 3.57773e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #95 of 1000; initialization seed = 493581320 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 501837 Distortion: 0.0452888 Distortions/cluster: 3.27128e-05 1.27749e-35 3.13998e-05 2.51848e-05 3.34124e-05 0.000297331 4.67043e-05 2.86012e-05 3.34357e-05 2.4344e-05 3.57241e-05 0.0446389 1.97766e-05 2.23215e-05 1.89788e-05 1.08283e-34 Variance: 7.67088e-06 Variances/cluster: 6.07851e-08 0 4.33662e-08 7.23474e-08 3.90297e-08 6.66606e-07 2.74699e-06 7.50627e-08 5.91588e-08 4.84897e-08 2.95206e-07 0.0422886 4.02742e-08 3.63501e-08 6.34539e-08 0 -------------------------------------------------------------- Initialization seed trial #96 of 1000; initialization seed = 493581321 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 689274 Distortion: 0.000681949 Distortions/cluster: 3.07784e-05 2.36858e-05 3.29907e-05 0 1.91579e-05 4.17482e-05 2.98939e-05 9.64317e-35 2.95971e-05 8.366e-05 2.37044e-35 1.08283e-34 1.27749e-35 0.000300791 6.73163e-05 2.23296e-05 Variance: 1.15506e-07 Variances/cluster: 4.32243e-08 5.00711e-08 3.87636e-08 0 3.94158e-08 3.39376e-07 7.58668e-08 6.86694e-32 6.102e-08 9.74749e-08 0 0 0 1.87971e-05 7.54422e-08 3.63633e-08 -------------------------------------------------------------- Initialization seed trial #97 of 1000; initialization seed = 493581322 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 79 BIC score: 501721 Distortion: 0.0452856 Distortions/cluster: 1.27749e-35 1.69243e-05 4.04474e-05 1.53187e-05 2.14689e-05 2.92943e-05 3.62982e-05 1.62627e-05 2.86463e-05 0.000300791 4.07544e-05 1.08283e-34 2.96511e-05 4.75489e-05 2.33083e-05 0.0446389 Variance: 7.67033e-06 Variances/cluster: 0 3.7275e-08 6.93558e-08 3.52935e-08 3.57773e-08 6.25895e-08 5.97798e-08 3.9278e-08 7.5181e-08 1.87971e-05 3.39581e-07 0 3.76251e-08 8.47307e-08 4.89626e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #98 of 1000; initialization seed = 493581323 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 69 BIC score: 689716 Distortion: 0.000675308 Distortions/cluster: 1.27749e-35 0 3.67128e-05 9.64317e-35 3.0528e-05 4.67043e-05 2.58748e-05 4.07957e-05 3.00268e-05 0.000300841 1.08283e-34 3.70588e-05 2.37044e-35 3.00347e-05 4.9947e-05 4.67839e-05 Variance: 1.14381e-07 Variances/cluster: 0 0 5.98708e-08 6.86694e-32 6.08078e-08 2.74699e-06 5.24796e-08 6.98334e-08 7.58193e-08 2.54921e-06 0 4.08101e-08 0 4.14796e-08 5.01936e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #99 of 1000; initialization seed = 493581324 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 688879 Distortion: 0.000682276 Distortions/cluster: 0.000307974 7.84947e-05 1.27749e-35 3.64426e-05 1.08283e-34 0 2.61316e-05 2.86463e-05 3.99696e-05 2.19964e-05 2.97415e-05 9.64317e-35 4.90368e-05 2.29193e-05 4.09224e-05 2.37044e-35 Variance: 1.15562e-07 Variances/cluster: 1.71076e-05 1.13421e-07 0 6.12281e-08 0 0 5.32163e-08 7.5181e-08 6.86544e-08 4.09577e-08 6.2346e-08 6.86694e-32 8.51064e-08 3.68435e-08 4.38573e-08 0 -------------------------------------------------------------- Initialization seed trial #100 of 1000; initialization seed = 493581325 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 67 BIC score: 556292 Distortion: 0.0132827 Distortions/cluster: 1.85027e-05 2.55764e-05 0 0.000300632 3.00268e-05 3.33687e-05 3.28653e-05 0.00872182 2.22907e-05 4.67043e-05 3.26776e-05 3.27146e-05 1.93288e-05 2.97647e-05 2.27887e-05 0.00391362 Variance: 2.24978e-06 Variances/cluster: 6.29142e-08 7.26376e-08 0 2.56921e-06 7.58193e-08 5.91449e-08 6.08421e-08 0.156503 3.62998e-08 2.74699e-06 4.55715e-08 3.86664e-08 3.96044e-08 6.11135e-08 4.84822e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #101 of 1000; initialization seed = 493581326 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 556249 Distortion: 0.0133056 Distortions/cluster: 3.17212e-05 4.67043e-05 0.00872182 2.2638e-05 7.50357e-05 1.86216e-05 2.2821e-05 1.69255e-05 0.00391362 4.06546e-05 2.07896e-05 2.48123e-05 0 2.64475e-05 3.47506e-05 0.00028825 Variance: 2.25366e-06 Variances/cluster: 5.92729e-08 2.74699e-06 0.156503 4.10814e-08 1.11484e-07 6.31039e-08 3.66266e-08 1.26299e-07 0.00391989 4.38522e-08 4.47047e-08 7.10731e-08 0 7.28522e-08 6.0946e-08 7.20566e-07 -------------------------------------------------------------- Initialization seed trial #102 of 1000; initialization seed = 493581327 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 79 BIC score: 557585 Distortion: 0.01303 Distortions/cluster: 2.35247e-05 4.75489e-05 3.57241e-05 4.67043e-05 0.00872182 2.2302e-05 1.92403e-05 3.11248e-05 2.95988e-05 0 2.86463e-05 4.81569e-35 0.00391362 4.04474e-05 3.33853e-05 3.62982e-05 Variance: 2.20698e-06 Variances/cluster: 4.86004e-08 8.47307e-08 2.95206e-07 2.74699e-06 0.156503 3.63182e-08 3.98312e-08 4.31652e-08 6.24396e-08 0 7.5181e-08 2.67973e-31 0.00391989 6.93558e-08 3.89981e-08 5.97798e-08 -------------------------------------------------------------- Initialization seed trial #103 of 1000; initialization seed = 493581328 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 555817 Distortion: 0.013308 Distortions/cluster: 2.09441e-05 0.0002974 0.00391362 1.92077e-05 2.65995e-05 4.67043e-05 0.00872182 2.86012e-05 3.33079e-05 2.1474e-05 2.62273e-05 2.19139e-05 0 2.18534e-05 3.41628e-05 7.41659e-05 Variance: 2.25407e-06 Variances/cluster: 3.54944e-08 6.65271e-07 0.00391989 3.93566e-08 5.26676e-08 2.74699e-06 0.156503 7.50627e-08 8.00416e-08 4.74936e-08 6.12585e-08 4.06528e-08 0 4.1307e-08 7.4731e-08 1.13567e-07 -------------------------------------------------------------- Initialization seed trial #104 of 1000; initialization seed = 493581329 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 572059 Distortion: 0.0094053 Distortions/cluster: 7.80233e-05 4.07957e-05 2.51166e-05 1.68761e-05 1.27749e-35 0.00872182 4.67043e-05 2.24379e-05 3.81032e-05 0.000293915 1.08283e-34 1.20405e-05 2.53757e-05 3.73047e-05 4.67839e-05 0 Variance: 1.59304e-06 Variances/cluster: 1.24428e-07 6.98334e-08 4.22088e-08 6.36786e-08 0 0.156503 2.74699e-06 3.6421e-08 4.08797e-08 6.75611e-07 0 6.14259e-08 5.42168e-08 6.0737e-08 8.44208e-08 0 -------------------------------------------------------------- Initialization seed trial #105 of 1000; initialization seed = 493581330 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 557589 Distortion: 0.0130509 Distortions/cluster: 2.23769e-05 4.81569e-35 3.78274e-05 4.67043e-05 2.0294e-05 0.00391362 8.366e-05 0 2.98108e-05 1.60064e-05 1.66584e-05 6.60089e-05 2.83569e-05 2.90887e-05 1.86343e-05 0.00872182 Variance: 2.21051e-06 Variances/cluster: 4.8118e-08 2.67973e-31 3.00181e-07 2.74699e-06 3.48654e-08 0.00391989 9.74749e-08 0 7.58485e-08 3.35535e-08 3.58985e-08 7.42266e-08 4.18208e-08 6.12343e-08 3.89802e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #106 of 1000; initialization seed = 493581331 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 677530 Distortion: 0.000889655 Distortions/cluster: 1.68221e-05 1.27749e-35 1.45035e-05 0.000313508 3.57188e-05 1.75301e-05 5.68889e-05 1.5366e-05 1.08283e-34 0.000321439 0 2.26059e-05 1.86113e-05 9.64317e-35 5.66607e-05 2.37044e-35 Variance: 1.50687e-07 Variances/cluster: 4.14204e-08 0 5.82282e-08 5.59791e-07 5.5032e-08 4.58752e-08 4.68179e-08 2.29293e-07 0 4.79002e-07 0 5.77972e-08 6.43789e-08 6.86694e-32 5.5273e-08 0 -------------------------------------------------------------- Initialization seed trial #107 of 1000; initialization seed = 493581332 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 501839 Distortion: 0.0452888 Distortions/cluster: 3.14106e-05 2.4344e-05 2.86012e-05 3.36824e-05 1.94952e-05 0.0446389 4.67043e-05 3.34014e-05 1.27749e-35 3.35214e-05 1.08283e-34 0.000297331 2.36116e-05 1.97766e-05 2.23215e-05 3.57241e-05 Variance: 7.67087e-06 Variances/cluster: 4.33212e-08 4.84897e-08 7.50627e-08 5.91764e-08 6.41085e-08 0.0422886 2.74699e-06 3.90625e-08 0 6.22874e-08 0 6.66606e-07 6.96288e-08 4.02742e-08 3.63501e-08 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #108 of 1000; initialization seed = 493581333 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 501744 Distortion: 0.0453035 Distortions/cluster: 2.52158e-05 2.62273e-05 1.96991e-05 2.41064e-05 3.33079e-05 2.1474e-05 3.76684e-05 1.08283e-34 2.26976e-05 1.27749e-35 7.69471e-05 2.25444e-05 1.25053e-05 0.000307974 0.0446389 3.41628e-05 Variance: 7.67335e-06 Variances/cluster: 4.07317e-08 6.12585e-08 7.43306e-08 5.42888e-08 8.00416e-08 4.74936e-08 4.07631e-08 0 4.99905e-08 0 1.14155e-07 4.12106e-08 6.12955e-08 1.71076e-05 0.0422886 7.4731e-08 -------------------------------------------------------------- Initialization seed trial #109 of 1000; initialization seed = 493581334 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 555820 Distortion: 0.013308 Distortions/cluster: 2.12366e-05 0.00872182 3.33079e-05 0 3.41628e-05 0.0002974 2.1474e-05 2.27194e-05 2.62273e-05 2.12667e-05 0.00391362 2.86012e-05 2.65995e-05 1.85833e-05 7.42934e-05 4.67043e-05 Variance: 2.25407e-06 Variances/cluster: 4.03699e-08 0.156503 8.00416e-08 0 7.4731e-08 6.65271e-07 4.74936e-08 4.23832e-08 6.12585e-08 3.56783e-08 0.00391989 7.50627e-08 5.26676e-08 3.87119e-08 1.12385e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #110 of 1000; initialization seed = 493581335 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 556802 Distortion: 0.0132857 Distortions/cluster: 3.99701e-05 2.95451e-05 1.45841e-05 0 2.11141e-05 0.000300791 2.23091e-05 6.77147e-05 3.41996e-05 2.1165e-05 2.10473e-05 0.00872182 0.00391362 2.30601e-05 2.47879e-05 2.99459e-05 Variance: 2.25028e-06 Variances/cluster: 3.3869e-07 6.10386e-08 5.83178e-08 0 5.06169e-08 1.87971e-05 5.66035e-08 4.8571e-08 4.48187e-08 7.10012e-08 4.17564e-08 0.156503 0.00391989 5.91096e-08 5.17446e-08 7.58063e-08 -------------------------------------------------------------- Initialization seed trial #111 of 1000; initialization seed = 493581336 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 502449 Distortion: 0.0450528 Distortions/cluster: 1.22168e-05 1.27749e-35 2.33788e-05 4.67043e-05 2.31636e-05 4.67839e-05 2.3351e-05 3.92345e-05 4.07957e-05 1.08283e-34 3.73047e-05 2.41418e-05 2.16649e-05 0.0446389 4.81569e-35 7.51433e-05 Variance: 7.63089e-06 Variances/cluster: 6.20088e-08 0 4.78053e-08 2.74699e-06 5.83412e-08 8.44208e-08 4.05361e-08 4.29694e-08 6.98334e-08 0 6.0737e-08 7.22754e-08 3.58056e-08 0.0422886 2.67973e-31 1.20798e-07 -------------------------------------------------------------- Initialization seed trial #112 of 1000; initialization seed = 493581337 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 20 BIC score: 571899 Distortion: 0.00939821 Distortions/cluster: 0 1.54585e-05 4.67839e-05 2.28319e-05 7.4376e-05 2.10895e-05 0.00872182 1.93178e-05 1.08283e-34 4.07957e-05 1.27749e-35 3.29513e-05 2.89473e-05 0.000307974 3.73047e-05 2.85555e-05 Variance: 1.59184e-06 Variances/cluster: 0 5.22192e-08 8.44208e-08 4.87819e-08 1.18991e-07 3.94898e-08 0.156503 3.75789e-08 0 6.98334e-08 0 3.85362e-08 6.29239e-08 1.71076e-05 6.0737e-08 7.49427e-08 -------------------------------------------------------------- Initialization seed trial #113 of 1000; initialization seed = 493581338 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 572298 Distortion: 0.00938087 Distortions/cluster: 0.000300762 3.52718e-05 4.67043e-05 0.00872182 3.52126e-05 1.89618e-05 0 3.23961e-05 3.26327e-05 1.27749e-35 2.06334e-05 3.80062e-05 3.97521e-05 3.36824e-05 2.50318e-05 1.08283e-34 Variance: 1.5889e-06 Variances/cluster: 2.54854e-06 5.51931e-08 2.74699e-06 0.156503 5.81017e-08 6.3397e-08 0 3.83807e-08 6.08624e-08 0 3.51466e-08 7.64653e-08 4.70398e-08 5.91764e-08 7.23235e-08 0 -------------------------------------------------------------- Initialization seed trial #114 of 1000; initialization seed = 493581339 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 502316 Distortion: 0.0450492 Distortions/cluster: 2.25053e-05 2.97647e-05 2.62273e-05 4.81569e-35 4.67043e-05 3.41628e-05 3.81032e-05 3.33079e-05 1.08283e-34 2.58561e-05 2.1474e-05 2.51786e-05 1.27749e-35 7.69699e-05 3.00268e-05 0.0446389 Variance: 7.63028e-06 Variances/cluster: 3.64712e-08 6.11135e-08 6.12585e-08 2.67973e-31 2.74699e-06 7.4731e-08 4.08797e-08 8.00416e-08 0 5.3862e-08 4.74936e-08 4.22419e-08 0 1.23338e-07 7.58193e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #115 of 1000; initialization seed = 493581340 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 512068 Distortion: 0.0363026 Distortions/cluster: 2.21119e-05 3.73047e-05 1.27749e-35 1.58649e-05 1.08283e-34 7.75199e-05 2.37044e-35 4.67839e-05 2.3499e-05 0.000287327 4.04599e-05 4.67043e-05 4.07957e-05 0.0356196 2.26711e-05 2.20527e-05 Variance: 6.14882e-06 Variances/cluster: 3.61264e-08 6.0737e-08 0 6.5824e-08 0 1.16037e-07 0 8.44208e-08 5.50278e-08 1.15383e-06 4.36423e-08 2.74699e-06 6.98334e-08 0.035575 4.11415e-08 4.80411e-08 -------------------------------------------------------------- Initialization seed trial #116 of 1000; initialization seed = 493581341 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 512001 Distortion: 0.0362959 Distortions/cluster: 2.7094e-05 0.000297453 3.28638e-05 3.44908e-05 2.447e-05 2.86012e-05 1.08283e-34 4.18365e-05 2.37044e-35 0.0356196 7.82999e-05 2.3214e-05 1.27749e-35 2.17412e-05 4.67043e-05 1.9604e-05 Variance: 6.14768e-06 Variances/cluster: 5.30168e-08 6.63905e-07 6.08393e-08 6.09179e-08 7.1948e-08 7.50627e-08 0 4.47889e-08 0 0.035575 1.1137e-07 3.70196e-08 0 4.10172e-08 2.74699e-06 6.40449e-08 -------------------------------------------------------------- Initialization seed trial #117 of 1000; initialization seed = 493581342 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 90 BIC score: 572308 Distortion: 0.00940768 Distortions/cluster: 4.22896e-05 4.67043e-05 2.75069e-05 0.00872182 3.28638e-05 3.44908e-05 1.08283e-34 1.86697e-05 2.43786e-05 1.16664e-05 1.27749e-35 9.71579e-05 1.96949e-05 0.000295956 0 3.44783e-05 Variance: 1.59344e-06 Variances/cluster: 4.44179e-08 2.74699e-06 5.80262e-08 0.156503 6.08393e-08 6.09179e-08 0 6.39326e-08 7.18907e-08 6.17217e-08 0 9.97425e-08 6.41321e-08 6.23014e-07 0 4.43115e-08 -------------------------------------------------------------- Initialization seed trial #118 of 1000; initialization seed = 493581343 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 87 BIC score: 502400 Distortion: 0.0450459 Distortions/cluster: 3.48071e-05 1.27749e-35 2.97415e-05 7.84947e-05 2.29193e-05 4.09224e-05 2.86463e-05 1.08283e-34 2.61316e-05 4.81569e-35 2.19964e-05 3.26327e-05 2.54932e-05 4.67043e-05 1.85027e-05 0.0446389 Variance: 7.62973e-06 Variances/cluster: 6.09382e-08 0 6.2346e-08 1.13421e-07 3.68435e-08 4.38573e-08 7.5181e-08 0 5.32163e-08 2.67973e-31 4.09577e-08 6.08624e-08 7.26076e-08 2.74699e-06 6.29142e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #119 of 1000; initialization seed = 493581344 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 687665 Distortion: 0.000703985 Distortions/cluster: 1.08283e-34 2.85555e-05 7.38468e-05 1.27749e-35 2.89473e-05 9.64317e-35 1.63349e-05 2.37044e-35 0 2.35552e-05 8.366e-05 1.66174e-05 6.81933e-05 0.000307974 2.27719e-05 3.35282e-05 Variance: 1.19239e-07 Variances/cluster: 0 7.49427e-08 1.33045e-07 0 6.29239e-08 6.86694e-32 5.28585e-08 0 0 4.04691e-08 9.74749e-08 3.2263e-08 7.6254e-08 1.71076e-05 4.87578e-08 3.87576e-08 -------------------------------------------------------------- Initialization seed trial #120 of 1000; initialization seed = 493581345 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 572318 Distortion: 0.00937404 Distortions/cluster: 0.000300791 0 2.06719e-05 3.25482e-05 3.36824e-05 3.60924e-05 1.08283e-34 1.96949e-05 0.00872182 2.43786e-05 3.69581e-05 3.91365e-05 3.41463e-05 1.27749e-35 4.13892e-05 3.27258e-05 Variance: 1.58774e-06 Variances/cluster: 1.87971e-05 0 3.51523e-08 6.08182e-08 5.91764e-08 5.85866e-08 0 6.41321e-08 0.156503 7.18907e-08 4.47395e-08 7.6582e-08 5.45414e-08 0 3.39217e-07 3.85884e-08 -------------------------------------------------------------- Initialization seed trial #121 of 1000; initialization seed = 493581346 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 501481 Distortion: 0.0453088 Distortions/cluster: 2.0808e-05 3.44908e-05 4.67043e-05 7.37969e-05 2.59754e-05 1.89386e-05 3.05214e-05 1.27749e-35 3.27799e-05 1.90162e-05 2.22393e-05 2.20807e-05 0.0446389 2.52237e-05 1.08283e-34 0.000297279 Variance: 7.67425e-06 Variances/cluster: 3.53837e-08 6.09179e-08 2.74699e-06 1.1584e-07 5.26838e-08 6.33195e-08 6.3449e-08 0 6.07967e-08 3.93675e-08 4.05048e-08 4.13459e-08 0.0422886 7.24593e-08 0 8.0776e-07 -------------------------------------------------------------- Initialization seed trial #122 of 1000; initialization seed = 493581347 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 512142 Distortion: 0.036274 Distortions/cluster: 2.54971e-05 1.27749e-35 4.90368e-05 2.37044e-35 0.000300791 3.15515e-05 3.94781e-05 3.53035e-05 1.87848e-05 3.99696e-05 0.0356196 2.92125e-05 1.08283e-34 2.90326e-05 2.24939e-05 3.32602e-05 Variance: 6.14396e-06 Variances/cluster: 5.22435e-08 0 8.51064e-08 0 1.87971e-05 4.35155e-08 3.37381e-07 5.95142e-08 3.91312e-08 6.86544e-08 0.035575 6.18859e-08 0 7.5797e-08 3.65119e-08 3.88975e-08 -------------------------------------------------------------- Initialization seed trial #123 of 1000; initialization seed = 493581348 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 556419 Distortion: 0.0132828 Distortions/cluster: 2.22714e-05 4.07957e-05 2.58511e-05 1.15575e-05 2.36914e-05 3.67128e-05 4.67839e-05 3.07489e-05 1.72269e-05 3.93166e-05 3.26941e-05 0.000300791 1.89619e-05 0 0.00391362 0.00872182 Variance: 2.2498e-06 Variances/cluster: 3.62684e-08 6.98334e-08 5.61933e-08 6.17997e-08 5.32342e-08 5.98708e-08 8.44208e-08 4.33656e-08 6.3563e-08 3.38897e-07 3.86421e-08 1.87971e-05 3.89323e-08 0 0.00391989 0.156503 -------------------------------------------------------------- Initialization seed trial #124 of 1000; initialization seed = 493581349 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 72 BIC score: 571734 Distortion: 0.00940508 Distortions/cluster: 2.17614e-05 0.00872182 0.000297298 2.87034e-05 3.73047e-05 4.67043e-05 4.07957e-05 0 1.906e-05 2.21935e-05 7.52326e-05 1.27749e-35 2.65995e-05 4.67839e-05 1.08283e-34 2.08278e-05 Variance: 1.593e-06 Variances/cluster: 4.05201e-08 0.156503 6.66533e-07 7.51338e-08 6.0737e-08 2.74699e-06 6.98334e-08 0 3.93766e-08 4.1325e-08 1.14848e-07 0 5.26676e-08 8.44208e-08 0 3.54173e-08 -------------------------------------------------------------- Initialization seed trial #125 of 1000; initialization seed = 493581350 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 502513 Distortion: 0.0450735 Distortions/cluster: 1.27749e-35 4.81569e-35 2.16943e-05 4.67043e-05 2.18481e-05 2.23327e-05 6.80765e-05 1.8811e-05 2.20584e-05 2.01018e-05 8.37767e-05 1.08283e-34 1.20547e-05 0.0446389 2.2558e-05 7.45227e-05 Variance: 7.63439e-06 Variances/cluster: 0 2.67973e-31 7.27941e-08 2.74699e-06 4.12192e-08 4.91869e-08 7.62086e-08 3.91046e-08 4.03224e-08 3.46543e-08 9.74973e-08 0 6.14985e-08 0.0422886 5.43517e-08 1.17905e-07 -------------------------------------------------------------- Initialization seed trial #126 of 1000; initialization seed = 493581351 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 502159 Distortion: 0.0450528 Distortions/cluster: 4.67043e-05 2.08285e-05 2.29925e-05 1.96187e-05 2.50327e-05 2.09107e-05 4.81569e-35 2.98939e-05 2.92997e-05 0.0446389 1.08283e-34 7.37517e-05 4.83015e-05 3.60327e-05 4.05612e-05 1.27749e-35 Variance: 7.6309e-06 Variances/cluster: 2.74699e-06 3.53585e-08 4.09081e-08 3.97104e-08 5.30307e-08 4.05211e-08 2.67973e-31 7.58668e-08 6.10362e-08 0.0422886 0 1.17803e-07 8.47127e-08 6.04377e-08 6.9195e-08 0 -------------------------------------------------------------- Initialization seed trial #127 of 1000; initialization seed = 493581352 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 556233 Distortion: 0.0133049 Distortions/cluster: 7.84034e-05 4.07912e-05 3.48071e-05 4.67043e-05 2.28553e-05 0.00872182 3.26327e-05 2.51399e-05 1.16404e-05 0.000293803 0 2.19517e-05 0.00391362 1.8854e-05 2.49934e-05 1.69003e-05 Variance: 2.25354e-06 Variances/cluster: 1.13453e-07 4.38106e-08 6.09382e-08 2.74699e-06 3.67998e-08 0.156503 6.08624e-08 7.24266e-08 6.15842e-08 6.8162e-07 0 4.09507e-08 0.00391989 6.32482e-08 5.35143e-08 6.32921e-08 -------------------------------------------------------------- Initialization seed trial #128 of 1000; initialization seed = 493581353 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 498278 Distortion: 0.0489513 Distortions/cluster: 4.67043e-05 2.02889e-05 2.62597e-05 4.81569e-35 2.11957e-05 7.62567e-05 0.0446389 2.86463e-05 2.42703e-05 1.44798e-05 2.30492e-05 2.97415e-05 4.09808e-05 2.34655e-05 2.34427e-05 0.00391362 Variance: 8.29121e-06 Variances/cluster: 2.74699e-06 4.78358e-08 5.32602e-08 2.67973e-31 7.11044e-08 1.15881e-07 0.0422886 7.5181e-08 6.23709e-08 5.81331e-08 3.69336e-08 6.2346e-08 4.38728e-08 4.1528e-08 5.97836e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #129 of 1000; initialization seed = 493581354 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 604040 Distortion: 0.00461637 Distortions/cluster: 2.20807e-05 2.07978e-05 0 2.56419e-05 0.00391362 1.90321e-05 2.07574e-05 8.37767e-05 2.94324e-05 9.64317e-35 2.37044e-35 6.80765e-05 2.86463e-05 0 0.000307974 7.65333e-05 Variance: 7.81906e-07 Variances/cluster: 4.13459e-08 3.9992e-08 0 5.26481e-08 0.00391989 3.9319e-08 3.53578e-08 9.74973e-08 6.24842e-08 6.86694e-32 0 7.62086e-08 7.5181e-08 0 1.71076e-05 1.14218e-07 -------------------------------------------------------------- Initialization seed trial #130 of 1000; initialization seed = 493581355 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 556583 Distortion: 0.0132818 Distortions/cluster: 3.01346e-05 4.87105e-05 1.89939e-05 1.53786e-05 3.09064e-05 0 2.05355e-05 3.99122e-05 2.2784e-05 3.70588e-05 0.00391362 2.95995e-05 2.69524e-05 0.00872182 2.45977e-05 0.000300791 Variance: 2.24963e-06 Variances/cluster: 7.5709e-08 4.90002e-08 4.63115e-08 5.93579e-08 6.08344e-08 0 7.05467e-08 3.382e-07 5.91598e-08 4.08101e-08 0.00391989 4.11057e-08 5.4888e-08 0.156503 6.08659e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #131 of 1000; initialization seed = 493581356 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 502212 Distortion: 0.0453181 Distortions/cluster: 9.35036e-06 1.27749e-35 1.08283e-34 9.44733e-05 2.74029e-05 0.000296724 1.86826e-05 2.48473e-05 4.24989e-05 2.8603e-05 4.67043e-05 1.41549e-05 4.37612e-05 1.84581e-05 1.35207e-05 0.0446389 Variance: 7.67583e-06 Variances/cluster: 5.22199e-08 0 0 1.00175e-07 5.2999e-08 6.7279e-07 4.40485e-08 6.38538e-08 4.87878e-08 7.5864e-08 2.74699e-06 7.44767e-08 4.4514e-08 5.52458e-08 5.70312e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #132 of 1000; initialization seed = 493581357 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 607199 Distortion: 0.00434734 Distortions/cluster: 4.94716e-05 4.90368e-05 3.99696e-05 3.95286e-05 9.64317e-35 2.29287e-05 8.30413e-05 4.81569e-35 2.37044e-35 0 0.00391362 0 2.53722e-05 4.67043e-05 3.58899e-05 4.1779e-05 Variance: 7.36339e-07 Variances/cluster: 8.03046e-08 8.51064e-08 6.86544e-08 4.17813e-08 6.86694e-32 4.26936e-08 1.15325e-07 2.67973e-31 0 0 0.00391989 0 3.87317e-08 2.74699e-06 6.04009e-08 6.32003e-08 -------------------------------------------------------------- Initialization seed trial #133 of 1000; initialization seed = 493581358 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 501843 Distortion: 0.0452793 Distortions/cluster: 1.86216e-05 2.22203e-05 2.97647e-05 3.00268e-05 3.36824e-05 3.07843e-05 1.27749e-35 3.26327e-05 2.53737e-05 0.0446389 1.08283e-34 0.000300791 1.91109e-05 3.28473e-05 3.93166e-05 2.52401e-05 Variance: 7.66926e-06 Variances/cluster: 6.31039e-08 3.62443e-08 6.11135e-08 7.58193e-08 5.91764e-08 4.33543e-08 0 6.08624e-08 7.24737e-08 0.0422886 0 1.87971e-05 3.90779e-08 3.87316e-08 3.38897e-07 5.29095e-08 -------------------------------------------------------------- Initialization seed trial #134 of 1000; initialization seed = 493581359 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 573911 Distortion: 0.00914533 Distortions/cluster: 4.29076e-05 3.34782e-05 0.00872182 2.36116e-05 3.47396e-05 1.96059e-05 3.08605e-05 1.27749e-35 4.67043e-05 2.74568e-05 1.08283e-34 4.81569e-35 3.00803e-05 3.70447e-05 9.70233e-05 0 Variance: 1.54901e-06 Variances/cluster: 4.45522e-08 6.22071e-08 0.156503 6.96288e-08 6.09267e-08 6.42612e-08 6.08638e-08 0 2.74699e-06 5.62588e-08 0 2.67973e-31 7.57631e-08 4.5899e-08 9.98093e-08 0 -------------------------------------------------------------- Initialization seed trial #135 of 1000; initialization seed = 493581360 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 573644 Distortion: 0.00914283 Distortions/cluster: 4.67043e-05 2.19964e-05 0 7.84947e-05 3.61391e-05 4.0274e-05 2.86463e-05 1.08283e-34 2.97415e-05 2.29193e-05 2.61316e-05 0.00872182 4.09224e-05 4.90368e-05 4.81569e-35 1.27749e-35 Variance: 1.54858e-06 Variances/cluster: 2.74699e-06 4.09577e-08 0 1.13421e-07 6.1129e-08 6.8705e-08 7.5181e-08 0 6.2346e-08 3.68435e-08 5.32163e-08 0.156503 4.38573e-08 8.51064e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #136 of 1000; initialization seed = 493581361 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 690176 Distortion: 0.000668358 Distortions/cluster: 0.000300791 3.01346e-05 2.69524e-05 0 3.67128e-05 3.99122e-05 1.08283e-34 3.70588e-05 1.27749e-35 4.87105e-05 9.64317e-35 3.09064e-05 4.67839e-05 2.95995e-05 2.37044e-35 4.07957e-05 Variance: 1.13204e-07 Variances/cluster: 1.87971e-05 7.5709e-08 5.4888e-08 0 5.98708e-08 3.382e-07 0 4.08101e-08 0 4.90002e-08 6.86694e-32 6.08344e-08 8.44208e-08 4.11057e-08 0 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #137 of 1000; initialization seed = 493581362 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 556183 Distortion: 0.0133045 Distortions/cluster: 2.42328e-05 0.00872182 2.23783e-05 4.67043e-05 3.48071e-05 2.22421e-05 2.52218e-05 3.77495e-05 1.96059e-05 0.00391362 1.58649e-05 3.34105e-05 0.000287327 0 7.59248e-05 2.36116e-05 Variance: 2.25348e-06 Variances/cluster: 5.59598e-08 0.156503 4.80181e-08 2.74699e-06 6.09382e-08 3.61619e-08 4.16163e-08 4.07626e-08 6.42612e-08 0.00391989 6.5824e-08 6.21969e-08 1.15383e-06 0 1.27166e-07 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #138 of 1000; initialization seed = 493581363 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 498279 Distortion: 0.0489514 Distortions/cluster: 1.90592e-05 2.19964e-05 2.97415e-05 4.81569e-35 4.67043e-05 7.80506e-05 2.29193e-05 2.1424e-05 4.09224e-05 0.00391362 2.41102e-05 2.61316e-05 2.86463e-05 1.51783e-05 2.39416e-05 0.0446389 Variance: 8.29122e-06 Variances/cluster: 4.62452e-08 4.09577e-08 6.2346e-08 2.67973e-31 2.74699e-06 1.12943e-07 3.68435e-08 7.09182e-08 4.38573e-08 0.00391989 6.04074e-08 5.32163e-08 7.5181e-08 5.90404e-08 6.26536e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #139 of 1000; initialization seed = 493581364 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 56 BIC score: 603523 Distortion: 0.00459688 Distortions/cluster: 2.10157e-05 2.20708e-05 2.86012e-05 2.65995e-05 1.92264e-05 0.00391362 7.593e-05 4.07957e-05 3.73047e-05 4.67839e-05 2.08278e-05 0 0.0002974 4.67043e-05 9.64317e-35 2.37044e-35 Variance: 7.78605e-07 Variances/cluster: 4.01791e-08 4.13274e-08 7.50627e-08 5.26676e-08 3.94757e-08 0.00391989 1.13487e-07 6.98334e-08 6.0737e-08 8.44208e-08 3.54173e-08 0 6.65271e-07 2.74699e-06 6.86694e-32 0 -------------------------------------------------------------- Initialization seed trial #140 of 1000; initialization seed = 493581365 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 572270 Distortion: 0.0094067 Distortions/cluster: 1.08283e-34 1.27749e-35 2.87034e-05 4.27133e-05 2.06002e-05 9.49297e-05 0 2.11957e-05 4.18954e-05 1.44798e-05 2.7932e-05 2.48952e-05 4.67043e-05 0.00872182 0.000297696 2.31325e-05 Variance: 1.59328e-06 Variances/cluster: 0 0 7.51338e-08 4.42127e-08 4.84553e-08 9.94982e-08 0 7.11044e-08 4.83726e-08 5.81331e-08 5.45499e-08 6.38127e-08 2.74699e-06 0.156503 6.57112e-07 5.91436e-08 -------------------------------------------------------------- Initialization seed trial #141 of 1000; initialization seed = 493581366 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 572022 Distortion: 0.00939008 Distortions/cluster: 1.8854e-05 4.08461e-05 2.61316e-05 2.86463e-05 1.27749e-35 1.08283e-34 2.29958e-05 0.000307974 2.97415e-05 2.51399e-05 7.84947e-05 2.19964e-05 3.26327e-05 0.00872182 3.48071e-05 0 Variance: 1.59046e-06 Variances/cluster: 6.32482e-08 4.38224e-08 5.32163e-08 7.5181e-08 0 0 3.69071e-08 1.71076e-05 6.2346e-08 7.24266e-08 1.13421e-07 4.09577e-08 6.08624e-08 0.156503 6.09382e-08 0 -------------------------------------------------------------- Initialization seed trial #142 of 1000; initialization seed = 493581367 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 62 BIC score: 557585 Distortion: 0.01303 Distortions/cluster: 0.00872182 2.86463e-05 3.11248e-05 2.35247e-05 1.92403e-05 3.57241e-05 3.67128e-05 2.2302e-05 4.67043e-05 4.07957e-05 0 4.81569e-35 3.33853e-05 2.95988e-05 4.67839e-05 0.00391362 Variance: 2.20698e-06 Variances/cluster: 0.156503 7.5181e-08 4.31652e-08 4.86004e-08 3.98312e-08 2.95206e-07 5.98708e-08 3.63182e-08 2.74699e-06 6.98334e-08 0 2.67973e-31 3.89981e-08 6.24396e-08 8.44208e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #143 of 1000; initialization seed = 493581368 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 688369 Distortion: 0.00069038 Distortions/cluster: 4.07957e-05 4.67839e-05 0.000297453 2.29791e-05 4.20705e-05 1.27749e-35 2.7094e-05 2.86012e-05 3.73047e-05 7.89067e-05 1.08283e-34 4.67043e-05 0 2.16866e-05 9.64317e-35 2.37044e-35 Variance: 1.16934e-07 Variances/cluster: 6.98334e-08 8.44208e-08 6.63905e-07 3.68804e-08 4.48473e-08 0 5.30168e-08 7.50627e-08 6.0737e-08 1.11914e-07 0 2.74699e-06 0 4.09915e-08 6.86694e-32 0 -------------------------------------------------------------- Initialization seed trial #144 of 1000; initialization seed = 493581369 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 89 BIC score: 556123 Distortion: 0.0132832 Distortions/cluster: 1.6707e-05 0 4.08979e-05 1.79548e-05 4.07957e-05 3.67128e-05 2.94707e-05 4.67839e-05 2.34269e-05 2.84588e-05 0.00872182 0.00391362 2.03908e-05 2.91437e-05 0.000300791 1.62628e-05 Variance: 2.24987e-06 Variances/cluster: 3.43735e-08 0 3.37961e-07 3.83612e-08 6.98334e-08 5.98708e-08 6.28322e-08 8.44208e-08 4.88016e-08 7.48856e-08 0.156503 0.00391989 3.50316e-08 4.22335e-08 1.87971e-05 3.54277e-08 -------------------------------------------------------------- Initialization seed trial #145 of 1000; initialization seed = 493581370 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 82 BIC score: 502398 Distortion: 0.0450459 Distortions/cluster: 1.08283e-34 3.44908e-05 1.27749e-35 2.86463e-05 2.97415e-05 0.0446389 1.96059e-05 4.67043e-05 2.36116e-05 2.61316e-05 2.29193e-05 4.81569e-35 7.84947e-05 2.19964e-05 4.09224e-05 3.37267e-05 Variance: 7.62973e-06 Variances/cluster: 0 6.09179e-08 0 7.5181e-08 6.2346e-08 0.0422886 6.42612e-08 2.74699e-06 6.96288e-08 5.32163e-08 3.68435e-08 2.67973e-31 1.13421e-07 4.09577e-08 4.38573e-08 6.22065e-08 -------------------------------------------------------------- Initialization seed trial #146 of 1000; initialization seed = 493581371 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 557591 Distortion: 0.0130509 Distortions/cluster: 8.366e-05 1.83669e-05 4.67043e-05 1.56294e-05 0.00391362 0.00872182 2.84086e-05 3.78274e-05 6.60089e-05 2.26029e-05 4.81569e-35 1.70559e-05 2.98108e-05 0 2.90887e-05 2.02682e-05 Variance: 2.21051e-06 Variances/cluster: 9.74749e-08 3.84208e-08 2.74699e-06 3.51982e-08 0.00391989 0.156503 4.18353e-08 3.00181e-07 7.42266e-08 4.86039e-08 2.67973e-31 3.43838e-08 7.58485e-08 0 6.12343e-08 3.48211e-08 -------------------------------------------------------------- Initialization seed trial #147 of 1000; initialization seed = 493581372 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 573628 Distortion: 0.00914282 Distortions/cluster: 1.08283e-34 2.97647e-05 2.58561e-05 4.67043e-05 0 3.99696e-05 7.80233e-05 3.58899e-05 0.00872182 3.81032e-05 2.25053e-05 1.27749e-35 4.90368e-05 4.81569e-35 3.00268e-05 2.51166e-05 Variance: 1.54858e-06 Variances/cluster: 0 6.11135e-08 5.3862e-08 2.74699e-06 0 6.86544e-08 1.24428e-07 6.04009e-08 0.156503 4.08797e-08 3.64712e-08 0 8.51064e-08 2.67973e-31 7.58193e-08 4.22088e-08 -------------------------------------------------------------- Initialization seed trial #148 of 1000; initialization seed = 493581373 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 571944 Distortion: 0.00939338 Distortions/cluster: 2.58452e-05 2.2113e-05 1.27749e-35 2.67265e-05 1.08283e-34 0.000307974 3.88532e-05 0 2.33822e-05 2.97415e-05 2.61316e-05 3.34833e-05 7.70819e-05 3.15785e-05 0.00872182 2.86463e-05 Variance: 1.59102e-06 Variances/cluster: 4.12815e-08 4.10982e-08 0 6.11389e-08 0 1.71076e-05 4.17291e-08 0 5.01603e-08 6.2346e-08 5.32163e-08 7.37285e-08 1.12028e-07 7.97183e-08 0.156503 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #149 of 1000; initialization seed = 493581374 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 502089 Distortion: 0.0453176 Distortions/cluster: 1.08283e-34 0.000273839 4.28056e-05 1.90592e-05 1.55957e-05 2.7338e-05 2.24288e-05 2.1099e-05 0.0446389 9.62536e-05 2.45642e-05 1.27749e-35 3.48881e-05 2.40201e-05 3.00993e-05 4.67043e-05 Variance: 7.67575e-06 Variances/cluster: 0 1.71134e-06 4.46318e-08 4.62452e-08 5.97345e-08 5.68307e-08 5.98054e-08 7.05431e-08 0.0422886 9.88142e-08 6.41151e-08 0 4.46089e-08 6.03328e-08 7.50547e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #150 of 1000; initialization seed = 493581375 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 572175 Distortion: 0.00939566 Distortions/cluster: 8.24906e-05 1.27749e-35 0 1.22558e-05 2.92167e-05 2.62691e-05 2.29287e-05 3.95286e-05 1.27517e-05 2.53722e-05 1.08283e-34 4.1779e-05 0.000307974 0.00872182 2.37974e-05 4.94716e-05 Variance: 1.59141e-06 Variances/cluster: 1.14719e-07 0 0 5.6201e-08 5.92436e-08 5.70883e-08 4.26936e-08 4.17813e-08 5.22441e-08 3.87317e-08 0 6.32003e-08 1.71076e-05 0.156503 7.08035e-08 8.03046e-08 -------------------------------------------------------------- Initialization seed trial #151 of 1000; initialization seed = 493581376 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 81 BIC score: 556333 Distortion: 0.0132757 Distortions/cluster: 3.10925e-05 4.32487e-05 3.36824e-05 1.97462e-05 1.94952e-05 2.23668e-05 3.35214e-05 0.00872182 3.31983e-05 0.00391362 0.000296857 2.86463e-05 2.36116e-05 2.5213e-05 2.95988e-05 0 Variance: 2.2486e-06 Variances/cluster: 4.29417e-08 3.69605e-07 5.91764e-08 4.07099e-08 6.41085e-08 3.63646e-08 6.22874e-08 0.156503 3.88704e-08 0.00391989 1.9788e-05 7.5181e-08 6.96288e-08 5.17675e-08 6.24396e-08 0 -------------------------------------------------------------- Initialization seed trial #152 of 1000; initialization seed = 493581377 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 501813 Distortion: 0.0453084 Distortions/cluster: 3.44908e-05 0.000294487 1.12945e-05 2.52237e-05 3.81032e-05 7.74101e-05 1.27749e-35 3.27799e-05 2.52519e-05 2.24379e-05 1.71648e-05 4.67043e-05 1.89386e-05 2.51786e-05 0.0446389 1.08283e-34 Variance: 7.67418e-06 Variances/cluster: 6.09179e-08 6.75372e-07 6.1378e-08 7.24593e-08 4.08797e-08 1.23845e-07 0 6.07967e-08 5.41838e-08 3.6421e-08 6.17392e-08 2.74699e-06 6.33195e-08 4.22419e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #153 of 1000; initialization seed = 493581378 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 59 BIC score: 498577 Distortion: 0.0489611 Distortions/cluster: 4.81569e-35 8.366e-05 0.0446389 1.14208e-05 6.60089e-05 0.00391362 2.90113e-05 3.78274e-05 2.52294e-05 1.6941e-05 4.67043e-05 1.62002e-05 1.75064e-05 1.99942e-05 2.14419e-05 1.65767e-05 Variance: 8.29286e-06 Variances/cluster: 2.67973e-31 9.74749e-08 0.0422886 6.13969e-08 7.42266e-08 0.00391989 4.21028e-08 3.00181e-07 5.65636e-08 6.36833e-08 2.74699e-06 3.53685e-08 3.77257e-08 3.4648e-08 4.86166e-08 3.42464e-08 -------------------------------------------------------------- Initialization seed trial #154 of 1000; initialization seed = 493581379 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 501752 Distortion: 0.0452847 Distortions/cluster: 0.000300791 0.0446389 1.08283e-34 3.28331e-05 1.71405e-05 3.36824e-05 3.89811e-05 1.27749e-35 1.64033e-05 2.36116e-05 4.08979e-05 4.10572e-05 2.79249e-05 1.96059e-05 3.34105e-05 1.94756e-05 Variance: 7.67018e-06 Variances/cluster: 1.87971e-05 0.0422886 0 4.32546e-08 3.47647e-08 5.91764e-08 6.24643e-08 0 3.53489e-08 6.96288e-08 3.37961e-07 7.688e-08 4.8476e-08 6.42612e-08 6.21969e-08 3.44661e-08 -------------------------------------------------------------- Initialization seed trial #155 of 1000; initialization seed = 493581380 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 557414 Distortion: 0.0130424 Distortions/cluster: 3.37267e-05 7.74101e-05 2.97647e-05 2.51786e-05 3.00268e-05 0.00391362 1.96059e-05 0.00872182 4.81569e-35 2.58561e-05 4.67043e-05 3.44908e-05 3.79951e-05 2.36116e-05 0 2.26133e-05 Variance: 2.20908e-06 Variances/cluster: 6.22065e-08 1.23845e-07 6.11135e-08 4.22419e-08 7.58193e-08 0.00391989 6.42612e-08 0.156503 2.67973e-31 5.3862e-08 2.74699e-06 6.09179e-08 4.08514e-08 6.96288e-08 0 3.65278e-08 -------------------------------------------------------------- Initialization seed trial #156 of 1000; initialization seed = 493581381 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 502193 Distortion: 0.0453183 Distortions/cluster: 4.2689e-05 1.08283e-34 1.27749e-35 2.08813e-05 0.000299233 9.66845e-05 2.87715e-05 1.09004e-05 2.88994e-05 1.15002e-05 1.24914e-05 1.67677e-05 2.6131e-05 4.67043e-05 0.0446389 3.77383e-05 Variance: 7.67587e-06 Variances/cluster: 4.44638e-08 0 0 4.64913e-08 6.14392e-07 9.94607e-08 7.51155e-08 5.47582e-08 5.60016e-08 5.47453e-08 5.13886e-08 7.45e-08 6.13202e-08 2.74699e-06 0.0422886 4.62995e-08 -------------------------------------------------------------- Initialization seed trial #157 of 1000; initialization seed = 493581382 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 82 BIC score: 607142 Distortion: 0.00433564 Distortions/cluster: 2.2302e-05 2.35247e-05 1.92403e-05 3.11248e-05 6.60089e-05 3.78274e-05 2.86463e-05 2.95988e-05 0.00391362 8.366e-05 3.33853e-05 2.37044e-35 9.64317e-35 4.67043e-05 4.81569e-35 0 Variance: 7.34357e-07 Variances/cluster: 3.63182e-08 4.86004e-08 3.98312e-08 4.31652e-08 7.42266e-08 3.00181e-07 7.5181e-08 6.24396e-08 0.00391989 9.74749e-08 3.89981e-08 0 6.86694e-32 2.74699e-06 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #158 of 1000; initialization seed = 493581383 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 78 BIC score: 502438 Distortion: 0.0452997 Distortions/cluster: 4.67043e-05 0.0446389 4.69432e-05 1.43656e-05 2.43169e-05 0.000301614 1.54044e-05 1.08283e-34 3.97069e-05 4.30238e-05 3.71681e-05 4.84722e-05 1.25129e-05 2.04212e-05 1.01525e-05 1.27749e-35 Variance: 7.67272e-06 Variances/cluster: 2.74699e-06 0.0422886 7.9965e-08 5.29924e-08 5.82947e-08 2.51317e-06 7.51204e-08 0 5.97943e-08 4.89966e-08 4.03089e-08 5.02259e-08 5.60936e-08 4.60826e-08 5.3417e-08 0 -------------------------------------------------------------- Initialization seed trial #159 of 1000; initialization seed = 493581384 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 502042 Distortion: 0.0453074 Distortions/cluster: 8.366e-05 1.76895e-05 2.47617e-05 1.08283e-34 4.04593e-05 1.27749e-35 1.67213e-05 1.63282e-05 1.13353e-05 2.03476e-05 0.000300791 2.89712e-05 1.65931e-05 6.73163e-05 2.34598e-05 0.0446389 Variance: 7.67401e-06 Variances/cluster: 9.74749e-08 3.79566e-08 5.705e-08 0 3.37121e-07 0 6.35744e-08 3.36633e-08 6.12668e-08 3.50177e-08 1.87971e-05 4.21669e-08 3.59905e-08 7.54422e-08 5.1669e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #160 of 1000; initialization seed = 493581385 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 81 BIC score: 502483 Distortion: 0.0450529 Distortions/cluster: 7.72702e-05 1.25053e-05 3.99696e-05 1.08283e-34 2.24119e-05 3.58899e-05 2.50551e-05 4.67043e-05 2.30947e-05 0.0446389 1.98321e-05 2.42496e-05 1.27749e-35 3.79447e-05 4.81569e-35 4.90368e-05 Variance: 7.63091e-06 Variances/cluster: 1.26247e-07 6.12955e-08 6.86544e-08 0 3.63199e-08 6.04009e-08 4.18242e-08 2.74699e-06 4.9769e-08 0.0422886 7.42721e-08 5.49826e-08 0 4.08411e-08 2.67973e-31 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #161 of 1000; initialization seed = 493581386 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 498392 Distortion: 0.0489331 Distortions/cluster: 3.25482e-05 3.36824e-05 2.2302e-05 4.81569e-35 2.95988e-05 0.0446389 0.00391362 3.11248e-05 4.67043e-05 2.43786e-05 1.96949e-05 1.92403e-05 3.57241e-05 3.33853e-05 2.35247e-05 2.86463e-05 Variance: 8.28813e-06 Variances/cluster: 6.08182e-08 5.91764e-08 3.63182e-08 2.67973e-31 6.24396e-08 0.0422886 0.00391989 4.31652e-08 2.74699e-06 7.18907e-08 6.41321e-08 3.98312e-08 2.95206e-07 3.89981e-08 4.86004e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #162 of 1000; initialization seed = 493581387 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 501664 Distortion: 0.0452934 Distortions/cluster: 2.34275e-05 1.08283e-34 1.27749e-35 0.000302829 0.0446389 1.65273e-05 3.53035e-05 2.95309e-05 3.99696e-05 1.62843e-05 2.84588e-05 1.85706e-05 4.35604e-05 3.05004e-05 4.90368e-05 2.05094e-05 Variance: 7.67165e-06 Variances/cluster: 4.88029e-08 0 0 2.6103e-06 0.0422886 3.59257e-08 5.95142e-08 6.28266e-08 6.86544e-08 3.36423e-08 7.48856e-08 3.90922e-08 2.7222e-06 4.44573e-08 8.51064e-08 3.51147e-08 -------------------------------------------------------------- Initialization seed trial #163 of 1000; initialization seed = 493581388 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 65 BIC score: 557584 Distortion: 0.01303 Distortions/cluster: 0 4.67043e-05 3.99696e-05 3.53035e-05 2.35247e-05 0.00872182 4.81569e-35 2.86463e-05 0.00391362 2.2302e-05 2.95988e-05 3.33853e-05 3.11248e-05 3.57241e-05 1.92403e-05 4.90368e-05 Variance: 2.20698e-06 Variances/cluster: 0 2.74699e-06 6.86544e-08 5.95142e-08 4.86004e-08 0.156503 2.67973e-31 7.5181e-08 0.00391989 3.63182e-08 6.24396e-08 3.89981e-08 4.31652e-08 2.95206e-07 3.98312e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #164 of 1000; initialization seed = 493581389 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 571996 Distortion: 0.0093982 Distortions/cluster: 2.7094e-05 0 0.00872182 0.000297453 1.94952e-05 7.82999e-05 1.08283e-34 3.48071e-05 1.27749e-35 2.29791e-05 2.36116e-05 2.17412e-05 2.86012e-05 4.20705e-05 4.67043e-05 3.35214e-05 Variance: 1.59184e-06 Variances/cluster: 5.30168e-08 0 0.156503 6.63905e-07 6.41085e-08 1.1137e-07 0 6.09382e-08 0 3.68804e-08 6.96288e-08 4.10172e-08 7.50627e-08 4.48473e-08 2.74699e-06 6.22874e-08 -------------------------------------------------------------- Initialization seed trial #165 of 1000; initialization seed = 493581390 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 511800 Distortion: 0.0362965 Distortions/cluster: 2.21275e-05 1.95861e-05 1.08283e-34 0.000307974 4.19933e-05 3.37304e-05 2.33789e-05 2.60888e-05 2.29723e-05 7.64755e-05 4.72422e-05 0.0356196 1.27749e-35 2.21527e-05 2.37044e-35 3.32281e-05 Variance: 6.14778e-06 Variances/cluster: 4.86161e-08 4.02142e-08 0 1.71076e-05 6.26712e-08 7.3624e-08 3.77036e-08 6.13652e-08 4.30152e-08 1.10027e-07 8.00651e-08 0.035575 0 4.1326e-08 0 8.00423e-08 -------------------------------------------------------------- Initialization seed trial #166 of 1000; initialization seed = 493581391 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 75 BIC score: 501968 Distortion: 0.0452831 Distortions/cluster: 2.11839e-05 2.30629e-05 3.91943e-05 3.69581e-05 1.27749e-35 1.44798e-05 3.2526e-05 3.82963e-05 1.08283e-34 2.23091e-05 0.0446389 2.07682e-05 0.000300791 4.08979e-05 2.11957e-05 3.24796e-05 Variance: 7.6699e-06 Variances/cluster: 5.06628e-08 5.91167e-08 7.65453e-08 4.47395e-08 0 5.81331e-08 3.8489e-08 6.19628e-08 0 5.66035e-08 0.0422886 3.51963e-08 1.87971e-05 3.37961e-07 7.11044e-08 5.19623e-08 -------------------------------------------------------------- Initialization seed trial #167 of 1000; initialization seed = 493581392 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 708210 Distortion: 0.000448582 Distortions/cluster: 4.67043e-05 1.08283e-34 0 8.01568e-05 1.27749e-35 2.61719e-05 2.14045e-05 2.86463e-05 4.10797e-05 4.81569e-35 6.81933e-05 9.64317e-35 8.366e-05 2.29193e-05 2.37044e-35 2.96461e-05 Variance: 7.59794e-08 Variances/cluster: 2.74699e-06 0 0 1.13526e-07 0 5.31902e-08 4.07665e-08 7.5181e-08 4.39787e-08 2.67973e-31 7.6254e-08 6.86694e-32 9.74749e-08 3.68435e-08 0 6.24078e-08 -------------------------------------------------------------- Initialization seed trial #168 of 1000; initialization seed = 493581393 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 68 BIC score: 556598 Distortion: 0.0133149 Distortions/cluster: 4.67043e-05 0.000297259 2.78453e-05 9.44194e-05 0.00391362 2.87034e-05 4.22095e-05 2.09158e-05 2.60964e-05 0 1.67677e-05 0.00872182 1.24914e-05 4.36199e-05 1.15002e-05 1.09004e-05 Variance: 2.25523e-06 Variances/cluster: 2.74699e-06 6.57599e-07 5.4487e-08 1.00437e-07 0.00391989 7.51338e-08 4.87353e-08 4.64646e-08 6.13831e-08 0 7.45e-08 0.156503 5.13886e-08 4.44155e-08 5.47453e-08 5.47582e-08 -------------------------------------------------------------- Initialization seed trial #169 of 1000; initialization seed = 493581394 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 512952 Distortion: 0.0360464 Distortions/cluster: 3.08605e-05 4.29076e-05 3.33079e-05 2.74568e-05 3.70447e-05 1.08283e-34 3.41628e-05 4.81569e-35 2.62273e-05 2.37044e-35 4.67043e-05 9.65827e-05 0.0356196 1.27749e-35 2.1474e-05 3.00803e-05 Variance: 6.10541e-06 Variances/cluster: 6.08638e-08 4.45522e-08 8.00416e-08 5.62588e-08 4.5899e-08 0 7.4731e-08 2.67973e-31 6.12585e-08 0 2.74699e-06 9.94584e-08 0.035575 0 4.74936e-08 7.57631e-08 -------------------------------------------------------------- Initialization seed trial #170 of 1000; initialization seed = 493581395 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 556574 Distortion: 0.0132787 Distortions/cluster: 2.23296e-05 2.28698e-05 1.43777e-05 3.49568e-05 0.000296857 3.82073e-05 2.91497e-05 0 2.96876e-05 4.67605e-05 0.00872182 2.56122e-05 3.29907e-05 0.00391362 1.91189e-05 3.03582e-05 Variance: 2.24911e-06 Variances/cluster: 3.63633e-08 4.81426e-08 2.28163e-07 6.1416e-08 1.9788e-05 3.67338e-07 4.91402e-08 0 7.59213e-08 8.43786e-08 0.156503 5.39159e-08 3.87636e-08 0.00391989 3.91743e-08 4.27543e-08 -------------------------------------------------------------- Initialization seed trial #171 of 1000; initialization seed = 493581396 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 572591 Distortion: 0.00940518 Distortions/cluster: 1.27749e-35 4.72422e-05 9.3938e-05 0.00872182 2.48473e-05 9.27117e-06 0 0.000307974 1.85189e-05 1.35233e-05 1.90498e-05 4.8904e-05 1.08283e-34 1.38015e-05 4.18146e-05 4.44724e-05 Variance: 1.59302e-06 Variances/cluster: 0 8.00651e-08 1.00352e-07 0.156503 6.38538e-08 5.20685e-08 0 1.71076e-05 4.38695e-08 5.70422e-08 5.53595e-08 5.15265e-08 0 7.53951e-08 6.30633e-08 4.47369e-08 -------------------------------------------------------------- Initialization seed trial #172 of 1000; initialization seed = 493581397 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 502583 Distortion: 0.0450543 Distortions/cluster: 4.81569e-35 2.03528e-05 2.87222e-05 8.366e-05 1.27749e-35 2.95309e-05 1.68447e-05 6.60089e-05 2.84588e-05 3.78274e-05 2.295e-05 1.60761e-05 0.0446389 1.82663e-05 4.67043e-05 1.08283e-34 Variance: 7.63115e-06 Variances/cluster: 2.67973e-31 3.49663e-08 4.19266e-08 9.74749e-08 0 6.28266e-08 3.45149e-08 7.42266e-08 7.48856e-08 3.00181e-07 4.7908e-08 3.51744e-08 0.0422886 3.87782e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #173 of 1000; initialization seed = 493581398 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 20 BIC score: 498363 Distortion: 0.0489525 Distortions/cluster: 1.95687e-05 4.81569e-35 3.34105e-05 1.96059e-05 2.28998e-05 4.67043e-05 3.48071e-05 2.41517e-05 0.0446389 4.04239e-05 2.24407e-05 0.00391362 1.25053e-05 2.31281e-05 7.66999e-05 2.36116e-05 Variance: 8.29141e-06 Variances/cluster: 7.41185e-08 2.67973e-31 6.21969e-08 6.42612e-08 5.01049e-08 2.74699e-06 6.09382e-08 5.43908e-08 0.0422886 4.36034e-08 3.63664e-08 0.00391989 6.12955e-08 4.12962e-08 1.16378e-07 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #174 of 1000; initialization seed = 493581399 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 501482 Distortion: 0.0453001 Distortions/cluster: 1.27749e-35 3.28638e-05 2.94324e-05 2.2091e-05 0.000307974 2.57455e-05 0.0446389 1.96949e-05 2.86463e-05 2.07627e-05 1.08283e-34 7.37226e-05 3.44908e-05 2.43786e-05 1.91164e-05 2.22527e-05 Variance: 7.67278e-06 Variances/cluster: 0 6.08393e-08 6.24842e-08 4.12109e-08 1.71076e-05 5.26445e-08 0.0422886 6.41321e-08 7.5181e-08 3.53667e-08 0 1.15724e-07 6.09179e-08 7.18907e-08 3.95749e-08 4.06033e-08 -------------------------------------------------------------- Initialization seed trial #175 of 1000; initialization seed = 493581400 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 502519 Distortion: 0.0450335 Distortions/cluster: 1.08283e-34 1.93011e-05 2.24053e-05 2.35969e-05 3.57241e-05 1.27749e-35 3.67128e-05 3.1127e-05 2.92769e-05 4.67839e-05 3.30815e-05 4.67043e-05 4.07957e-05 4.81569e-35 2.90326e-05 0.0446389 Variance: 7.62762e-06 Variances/cluster: 0 3.97104e-08 3.63681e-08 4.87495e-08 2.95206e-07 0 5.98708e-08 4.32281e-08 6.18912e-08 8.44208e-08 3.88702e-08 2.74699e-06 6.98334e-08 2.67973e-31 7.5797e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #176 of 1000; initialization seed = 493581401 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 498043 Distortion: 0.0489525 Distortions/cluster: 1.89417e-05 3.48071e-05 0.00391362 2.06598e-05 4.81569e-35 2.51399e-05 7.49919e-05 4.67043e-05 2.11327e-05 3.26327e-05 2.2223e-05 2.86463e-05 1.8854e-05 2.94324e-05 0.0446389 2.57455e-05 Variance: 8.2914e-06 Variances/cluster: 3.92947e-08 6.09382e-08 0.00391989 3.53118e-08 2.67973e-31 7.24266e-08 1.13786e-07 2.74699e-06 4.00962e-08 6.08624e-08 4.1303e-08 7.5181e-08 6.32482e-08 6.24842e-08 0.0422886 5.26445e-08 -------------------------------------------------------------- Initialization seed trial #177 of 1000; initialization seed = 493581402 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 73 BIC score: 604129 Distortion: 0.00456802 Distortions/cluster: 2.22203e-05 0.000300791 4.07957e-05 2.37044e-35 3.93166e-05 3.00268e-05 3.07843e-05 0.00391362 9.64317e-35 2.97647e-05 2.52401e-05 1.91109e-05 3.67128e-05 0 4.67839e-05 3.28473e-05 Variance: 7.73716e-07 Variances/cluster: 3.62443e-08 1.87971e-05 6.98334e-08 0 3.38897e-07 7.58193e-08 4.33543e-08 0.00391989 6.86694e-32 6.11135e-08 5.29095e-08 3.90779e-08 5.98708e-08 0 8.44208e-08 3.87316e-08 -------------------------------------------------------------- Initialization seed trial #178 of 1000; initialization seed = 493581403 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 571928 Distortion: 0.00942061 Distortions/cluster: 7.53567e-05 0.000307974 0 2.93425e-05 2.86463e-05 9.66498e-06 1.82792e-05 8.37767e-05 1.08283e-34 1.27749e-35 1.08382e-05 2.52032e-05 2.06529e-05 0.00872182 6.80765e-05 2.09809e-05 Variance: 1.59563e-06 Variances/cluster: 1.17367e-07 1.71076e-05 0 6.2559e-08 7.5181e-08 3.35551e-08 3.92222e-08 9.74973e-08 0 0 3.01025e-08 5.21759e-08 3.97901e-08 0.156503 7.62086e-08 3.99598e-08 -------------------------------------------------------------- Initialization seed trial #179 of 1000; initialization seed = 493581404 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 95 BIC score: 512703 Distortion: 0.0363043 Distortions/cluster: 3.70447e-05 3.08605e-05 3.00803e-05 0 2.50544e-05 1.27749e-35 2.74568e-05 4.29076e-05 1.89394e-05 1.08283e-34 3.48071e-05 2.37044e-35 3.26327e-05 9.70233e-05 0.0356196 0.000307974 Variance: 6.14911e-06 Variances/cluster: 4.5899e-08 6.08638e-08 7.57631e-08 0 7.2389e-08 0 5.62588e-08 4.45522e-08 6.33222e-08 0 6.09382e-08 0 6.08624e-08 9.98093e-08 0.035575 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #180 of 1000; initialization seed = 493581405 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 512003 Distortion: 0.0362959 Distortions/cluster: 2.29791e-05 2.7094e-05 7.82999e-05 1.92126e-05 1.27749e-35 2.4864e-05 2.17412e-05 2.86012e-05 0.000297453 3.28638e-05 0.0356196 4.20705e-05 4.67043e-05 3.44908e-05 1.08283e-34 2.37044e-35 Variance: 6.14768e-06 Variances/cluster: 3.68804e-08 5.30168e-08 1.1137e-07 6.35975e-08 0 7.22565e-08 4.10172e-08 7.50627e-08 6.63905e-07 6.08393e-08 0.035575 4.48473e-08 2.74699e-06 6.09179e-08 0 0 -------------------------------------------------------------- Initialization seed trial #181 of 1000; initialization seed = 493581406 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 71 BIC score: 501488 Distortion: 0.0453082 Distortions/cluster: 0.0446389 1.27749e-35 1.96059e-05 2.36116e-05 7.57805e-05 2.86012e-05 2.09616e-05 2.07756e-05 4.67043e-05 0.0002974 2.20832e-05 3.44908e-05 1.08283e-34 3.37267e-05 2.65995e-05 1.89267e-05 Variance: 7.67415e-06 Variances/cluster: 0.0422886 0 6.42612e-08 6.96288e-08 1.12591e-07 7.50627e-08 4.01525e-08 3.53888e-08 2.74699e-06 6.65271e-07 4.11963e-08 6.09179e-08 0 6.22065e-08 5.26676e-08 3.92636e-08 -------------------------------------------------------------- Initialization seed trial #182 of 1000; initialization seed = 493581407 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 573650 Distortion: 0.00914282 Distortions/cluster: 2.61719e-05 3.72578e-05 2.96461e-05 1.08283e-34 2.86463e-05 4.81569e-35 4.17764e-05 0.00872182 4.6908e-05 0 2.14045e-05 2.29193e-05 4.07184e-05 4.67043e-05 7.8852e-05 1.27749e-35 Variance: 1.54858e-06 Variances/cluster: 5.31902e-08 6.07595e-08 6.24078e-08 0 7.5181e-08 2.67973e-31 4.46767e-08 0.156503 8.44922e-08 0 4.07665e-08 3.68435e-08 6.9701e-08 2.74699e-06 1.11995e-07 0 -------------------------------------------------------------- Initialization seed trial #183 of 1000; initialization seed = 493581408 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 63 BIC score: 709826 Distortion: 0.000436042 Distortions/cluster: 3.00268e-05 0 3.00347e-05 3.0528e-05 3.69874e-05 4.89793e-05 6.6306e-05 4.67043e-05 1.08283e-34 3.78274e-05 9.64317e-35 2.52851e-05 2.37044e-35 8.33627e-05 1.27749e-35 4.81569e-35 Variance: 7.38553e-08 Variances/cluster: 7.58193e-08 0 4.14796e-08 6.08078e-08 4.07764e-08 4.92706e-08 7.43933e-08 2.74699e-06 0 3.00181e-07 6.86694e-32 5.14925e-08 0 9.73555e-08 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #184 of 1000; initialization seed = 493581409 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 84 BIC score: 502584 Distortion: 0.0450543 Distortions/cluster: 1.79548e-05 2.29494e-05 2.94707e-05 1.27749e-35 2.90113e-05 3.78274e-05 4.67043e-05 2.84588e-05 4.81569e-35 1.08283e-34 2.02599e-05 0.0446389 8.33627e-05 6.6306e-05 1.61497e-05 1.69509e-05 Variance: 7.63115e-06 Variances/cluster: 3.83612e-08 4.79068e-08 6.28322e-08 0 4.21028e-08 3.00181e-07 2.74699e-06 7.48856e-08 2.67973e-31 0 3.49268e-08 0.0422886 9.73555e-08 7.43933e-08 3.54128e-08 3.45203e-08 -------------------------------------------------------------- Initialization seed trial #185 of 1000; initialization seed = 493581410 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 507616 Distortion: 0.0401911 Distortions/cluster: 3.50819e-05 3.80361e-05 1.44798e-05 2.31325e-05 2.11141e-05 3.17528e-05 0.00391362 4.04448e-05 4.67043e-05 0.00027815 4.9317e-05 3.62143e-05 2.11957e-05 0.0356196 2.23091e-05 2.37044e-35 Variance: 6.80744e-06 Variances/cluster: 4.44587e-08 4.12056e-08 5.81331e-08 5.91436e-08 5.06169e-08 5.33614e-08 0.00391989 7.33969e-08 2.74699e-06 1.7715e-06 4.9362e-08 2.96805e-07 7.11044e-08 0.035575 5.66035e-08 0 -------------------------------------------------------------- Initialization seed trial #186 of 1000; initialization seed = 493581411 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 557186 Distortion: 0.0130494 Distortions/cluster: 0.00391362 4.67043e-05 2.21585e-05 0 2.06598e-05 2.50468e-05 3.73047e-05 7.61963e-05 2.06225e-05 4.81569e-35 0.00872182 4.67839e-05 4.07957e-05 2.9099e-05 2.96888e-05 1.88619e-05 Variance: 2.21026e-06 Variances/cluster: 0.00391989 2.74699e-06 4.12598e-08 0 3.53118e-08 5.27252e-08 6.0737e-08 1.13377e-07 3.98849e-08 2.67973e-31 0.156503 8.44208e-08 6.98334e-08 6.13853e-08 7.57307e-08 3.92104e-08 -------------------------------------------------------------- Initialization seed trial #187 of 1000; initialization seed = 493581412 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 498478 Distortion: 0.0489643 Distortions/cluster: 2.90326e-05 4.67043e-05 1.09641e-05 2.90643e-05 2.15996e-05 1.11636e-05 6.60089e-05 2.57187e-05 4.81569e-35 1.51565e-05 0.0446389 1.55877e-05 3.78274e-05 8.366e-05 1.92689e-05 0.00391362 Variance: 8.29341e-06 Variances/cluster: 7.5797e-08 2.74699e-06 3.22444e-08 6.19657e-08 4.63469e-08 4.50097e-08 7.42266e-08 4.10806e-08 2.67973e-31 3.31623e-08 0.0422886 3.4483e-08 3.00181e-07 9.74749e-08 3.38011e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #188 of 1000; initialization seed = 493581413 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 556122 Distortion: 0.0132832 Distortions/cluster: 2.06198e-05 2.83942e-05 0.000300791 2.9099e-05 4.67839e-05 0.00391362 4.07957e-05 1.63686e-05 3.9446e-05 1.62792e-05 3.67128e-05 2.96888e-05 2.43221e-05 1.84926e-05 0 0.00872182 Variance: 2.24987e-06 Variances/cluster: 3.52434e-08 4.19375e-08 1.87971e-05 6.13853e-08 8.44208e-08 0.00391989 6.98334e-08 3.58143e-08 3.37107e-07 3.36317e-08 5.98708e-08 7.57307e-08 5.17444e-08 3.86029e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #189 of 1000; initialization seed = 493581414 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 603744 Distortion: 0.00458763 Distortions/cluster: 0.000307974 3.27799e-05 0.00391362 2.11391e-05 3.44908e-05 2.52237e-05 4.07487e-05 1.98032e-05 4.71553e-05 7.52584e-05 1.89386e-05 1.99921e-05 3.05054e-05 0 9.64317e-35 2.37044e-35 Variance: 7.77038e-07 Variances/cluster: 1.71076e-05 6.07967e-08 0.00391989 3.99568e-08 6.09179e-08 7.24593e-08 6.16417e-08 5.30868e-08 8.00536e-08 1.1316e-07 6.33195e-08 3.52554e-08 4.07247e-08 0 6.86694e-32 0 -------------------------------------------------------------- Initialization seed trial #190 of 1000; initialization seed = 493581415 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 88 BIC score: 497610 Distortion: 0.0491853 Distortions/cluster: 1.91514e-05 4.07544e-05 0.0446389 1.69243e-05 2.33083e-05 2.14689e-05 3.33687e-05 1.53187e-05 0.000300791 2.86463e-05 2.50109e-05 2.96511e-05 0.00391362 1.62627e-05 3.27799e-05 2.92943e-05 Variance: 8.33084e-06 Variances/cluster: 6.36054e-08 3.39581e-07 0.0422886 3.7275e-08 4.89626e-08 3.57773e-08 5.91449e-08 3.52935e-08 1.87971e-05 7.5181e-08 7.22633e-08 3.76251e-08 0.00391989 3.9278e-08 6.07967e-08 6.25895e-08 -------------------------------------------------------------- Initialization seed trial #191 of 1000; initialization seed = 493581416 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 571994 Distortion: 0.00939819 Distortions/cluster: 1.9604e-05 1.08283e-34 3.44908e-05 2.7154e-05 7.82999e-05 3.28638e-05 4.21186e-05 0.000297351 2.87034e-05 0 1.27749e-35 2.447e-05 0.00872182 2.17412e-05 4.67043e-05 2.28711e-05 Variance: 1.59183e-06 Variances/cluster: 6.40449e-08 0 6.09179e-08 5.30305e-08 1.1137e-07 6.08393e-08 4.48508e-08 6.65161e-07 7.51338e-08 0 0 7.1948e-08 0.156503 4.10172e-08 2.74699e-06 3.68253e-08 -------------------------------------------------------------- Initialization seed trial #192 of 1000; initialization seed = 493581417 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 84 BIC score: 501667 Distortion: 0.0452867 Distortions/cluster: 3.53035e-05 1.61511e-05 1.27749e-35 1.85264e-05 3.93166e-05 0.000300791 3.99696e-05 1.68447e-05 2.84746e-05 2.84588e-05 4.90368e-05 2.04028e-05 1.08283e-34 2.49894e-05 2.95309e-05 0.0446389 Variance: 7.67051e-06 Variances/cluster: 5.95142e-08 3.52613e-08 0 3.86734e-08 3.38897e-07 1.87971e-05 6.86544e-08 3.45149e-08 4.20563e-08 7.48856e-08 8.51064e-08 3.49921e-08 0 5.16263e-08 6.28266e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #193 of 1000; initialization seed = 493581418 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 572140 Distortion: 0.00940655 Distortions/cluster: 1.60996e-05 0.00872182 2.87034e-05 0.000297124 8.366e-05 1.27749e-35 1.08283e-34 6.60089e-05 2.86923e-05 2.40168e-05 1.68494e-05 2.05094e-05 4.67043e-05 1.85401e-05 0 3.78274e-05 Variance: 1.59325e-06 Variances/cluster: 3.51489e-08 0.156503 7.51338e-08 6.70654e-07 9.74749e-08 0 0 7.42266e-08 4.19442e-08 4.82222e-08 3.45244e-08 3.51147e-08 2.74699e-06 3.89461e-08 0 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #194 of 1000; initialization seed = 493581419 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 57 BIC score: 688904 Distortion: 0.000704194 Distortions/cluster: 1.82839e-05 4.28162e-05 1.93566e-05 4.96348e-05 1.37663e-05 0.000307974 0.00010376 9.64317e-35 1.27749e-35 0 1.08283e-34 1.345e-05 9.59156e-06 2.37044e-35 0.000100996 2.45642e-05 Variance: 1.19274e-07 Variances/cluster: 4.36228e-08 6.37091e-08 5.52869e-08 8.03088e-08 5.73413e-08 1.71076e-05 9.83424e-08 6.86694e-32 0 0 0 7.55387e-08 5.2396e-08 0 5.64796e-08 6.41151e-08 -------------------------------------------------------------- Initialization seed trial #195 of 1000; initialization seed = 493581420 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 497570 Distortion: 0.0491963 Distortions/cluster: 2.90326e-05 3.67128e-05 8.70488e-06 0.0446389 2.90089e-05 1.19931e-05 4.07957e-05 2.46129e-05 4.67839e-05 1.4217e-05 1.76008e-05 0.00391362 0.000300791 2.82369e-05 1.58506e-05 3.9446e-05 Variance: 8.33271e-06 Variances/cluster: 7.5797e-08 5.98708e-08 3.37359e-08 0.0422886 6.19798e-08 3.01299e-08 6.98334e-08 5.13793e-08 8.44208e-08 3.26049e-08 3.78476e-08 0.00391989 1.87971e-05 4.18909e-08 3.4757e-08 3.37107e-07 -------------------------------------------------------------- Initialization seed trial #196 of 1000; initialization seed = 493581421 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 572210 Distortion: 0.00937623 Distortions/cluster: 1.27749e-35 3.32602e-05 2.95988e-05 1.88645e-05 2.54971e-05 0.000300791 3.94781e-05 3.14714e-05 3.53035e-05 2.86463e-05 3.99696e-05 2.24939e-05 0 0.00872182 4.90368e-05 1.08283e-34 Variance: 1.58812e-06 Variances/cluster: 0 3.88975e-08 6.24396e-08 3.91342e-08 5.22435e-08 1.87971e-05 3.37381e-07 4.35251e-08 5.95142e-08 7.5181e-08 6.86544e-08 3.65119e-08 0 0.156503 8.51064e-08 0 -------------------------------------------------------------- Initialization seed trial #197 of 1000; initialization seed = 493581422 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 557174 Distortion: 0.0130494 Distortions/cluster: 2.04472e-05 1.96283e-05 3.73047e-05 2.07833e-05 2.92997e-05 0.00391362 4.07957e-05 4.67043e-05 4.81569e-35 4.67839e-05 0 0.00872182 2.98939e-05 2.4548e-05 7.27636e-05 2.49718e-05 Variance: 2.21026e-06 Variances/cluster: 4.05662e-08 3.8635e-08 6.0737e-08 3.53417e-08 6.10362e-08 0.00391989 6.98334e-08 2.74699e-06 2.67973e-31 8.44208e-08 0 0.156503 7.58668e-08 4.16028e-08 1.21667e-07 5.30138e-08 -------------------------------------------------------------- Initialization seed trial #198 of 1000; initialization seed = 493581423 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 19 BIC score: 556314 Distortion: 0.0132759 Distortions/cluster: 3.25482e-05 3.07784e-05 2.9734e-05 3.36824e-05 2.43786e-05 0 0.00872182 3.29205e-05 3.00268e-05 1.96949e-05 0.000300791 1.89681e-05 2.45992e-05 2.21939e-05 0.00391362 4.00975e-05 Variance: 2.24862e-06 Variances/cluster: 6.08182e-08 4.32243e-08 6.11762e-08 5.91764e-08 7.18907e-08 0 0.156503 3.87266e-08 7.58193e-08 6.41321e-08 1.87971e-05 3.90252e-08 5.18924e-08 3.62013e-08 0.00391989 3.36915e-07 -------------------------------------------------------------- Initialization seed trial #199 of 1000; initialization seed = 493581424 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 556212 Distortion: 0.0132966 Distortions/cluster: 0.000307974 2.94601e-05 4.09224e-05 0.00872182 2.29193e-05 1.21482e-05 2.86463e-05 7.84947e-05 0.00391362 2.97415e-05 2.6026e-05 0 2.61316e-05 2.3905e-05 2.19964e-05 1.27517e-05 Variance: 2.25213e-06 Variances/cluster: 1.71076e-05 5.92563e-08 4.38573e-08 0.156503 3.68435e-08 5.59643e-08 7.5181e-08 1.13421e-07 0.00391989 6.2346e-08 5.70561e-08 0 5.32163e-08 7.09127e-08 4.09577e-08 5.22441e-08 -------------------------------------------------------------- Initialization seed trial #200 of 1000; initialization seed = 493581425 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 89 BIC score: 502522 Distortion: 0.0450335 Distortions/cluster: 1.08283e-34 3.67128e-05 4.67839e-05 1.27749e-35 2.95988e-05 2.86463e-05 1.92403e-05 2.35247e-05 3.33853e-05 2.2302e-05 4.07957e-05 4.81569e-35 3.11248e-05 4.67043e-05 3.57241e-05 0.0446389 Variance: 7.62762e-06 Variances/cluster: 0 5.98708e-08 8.44208e-08 0 6.24396e-08 7.5181e-08 3.98312e-08 4.86004e-08 3.89981e-08 3.63182e-08 6.98334e-08 2.67973e-31 4.31652e-08 2.74699e-06 2.95206e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #201 of 1000; initialization seed = 493581426 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 556239 Distortion: 0.0132942 Distortions/cluster: 0.00391362 1.71818e-05 2.13444e-05 2.92944e-05 4.07957e-05 0.00872182 4.03072e-05 1.92628e-05 3.67128e-05 3.57241e-05 0 3.02198e-05 4.67043e-05 0.000278061 4.67839e-05 1.63664e-05 Variance: 2.25173e-06 Variances/cluster: 0.00391989 3.68675e-08 3.58688e-08 4.22072e-08 6.98334e-08 0.156503 7.34136e-08 3.97954e-08 5.98708e-08 2.95206e-07 0 5.18304e-08 2.74699e-06 1.78229e-06 8.44208e-08 3.36728e-08 -------------------------------------------------------------- Initialization seed trial #202 of 1000; initialization seed = 493581427 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 497738 Distortion: 0.0491944 Distortions/cluster: 1.53545e-05 2.2366e-05 3.14729e-05 2.86012e-05 2.4344e-05 0.00391362 4.67043e-05 0.0446389 3.32995e-05 3.57241e-05 2.25077e-05 2.13408e-05 0.000297331 1.89536e-05 1.97726e-05 2.41251e-05 Variance: 8.33239e-06 Variances/cluster: 5.92646e-08 3.63634e-08 4.33474e-08 7.50627e-08 4.84897e-08 0.00391989 2.74699e-06 0.0422886 3.8989e-08 2.95206e-07 5.93676e-08 7.08776e-08 6.66606e-07 4.62133e-08 4.03484e-08 6.02935e-08 -------------------------------------------------------------- Initialization seed trial #203 of 1000; initialization seed = 493581428 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 502521 Distortion: 0.0450735 Distortions/cluster: 4.81569e-35 8.37767e-05 4.67043e-05 2.01848e-05 2.46274e-05 2.20584e-05 1.9105e-05 1.27749e-35 2.18481e-05 2.26799e-05 1.1652e-05 1.08283e-34 7.45227e-05 1.93181e-05 0.0446389 6.80765e-05 Variance: 7.6344e-06 Variances/cluster: 2.67973e-31 9.74973e-08 2.74699e-06 3.47375e-08 5.43605e-08 4.03224e-08 3.94697e-08 0 4.12192e-08 5.34854e-08 6.19734e-08 0 1.17905e-07 6.57027e-08 0.0422886 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #204 of 1000; initialization seed = 493581429 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 69 BIC score: 502166 Distortion: 0.0453091 Distortions/cluster: 2.05245e-05 1.63126e-05 8.03927e-05 1.08283e-34 1.61826e-05 0.000296768 1.82846e-05 3.01083e-05 2.49403e-05 5.68468e-05 4.35604e-05 2.05094e-05 0.0446389 1.64986e-05 2.92934e-05 1.27749e-35 Variance: 7.67431e-06 Variances/cluster: 4.33884e-08 3.36313e-08 9.47727e-08 0 2.52792e-07 2.96736e-06 3.85714e-08 4.38859e-08 5.43317e-08 6.54704e-08 2.7222e-06 3.51147e-08 0.0422886 3.59414e-08 7.58836e-08 0 -------------------------------------------------------------- Initialization seed trial #205 of 1000; initialization seed = 493581430 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 556261 Distortion: 0.0133034 Distortions/cluster: 4.01753e-05 1.41162e-05 2.89099e-05 0 2.90326e-05 8.366e-05 0.00391362 1.44635e-05 2.43821e-05 1.51263e-05 0.000300791 1.57298e-05 1.93149e-05 1.49675e-05 0.00872182 6.73163e-05 Variance: 2.25329e-06 Variances/cluster: 3.40429e-07 3.13666e-08 6.20335e-08 0 7.5797e-08 9.74749e-08 0.00391989 3.45161e-08 5.14344e-08 3.54215e-08 1.87971e-05 3.64928e-08 3.41213e-08 3.72289e-08 0.156503 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #206 of 1000; initialization seed = 493581431 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 83 BIC score: 507422 Distortion: 0.0401865 Distortions/cluster: 4.67043e-05 2.39699e-05 4.9947e-05 0.000300841 3.70588e-05 2.11739e-05 3.0528e-05 3.00268e-05 1.95036e-05 0.00391362 2.19582e-05 1.56781e-05 3.00347e-05 2.37044e-35 2.58748e-05 0.0356196 Variance: 6.80665e-06 Variances/cluster: 2.74699e-06 6.02067e-08 5.01936e-08 2.54921e-06 4.08101e-08 7.05577e-08 6.08078e-08 7.58193e-08 4.74386e-08 0.00391989 5.80713e-08 5.9821e-08 4.14796e-08 0 5.24796e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #207 of 1000; initialization seed = 493581432 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 501828 Distortion: 0.0453084 Distortions/cluster: 1.16404e-05 0.000293803 1.69003e-05 2.36116e-05 1.08283e-34 2.28553e-05 1.27749e-35 2.19517e-05 7.84034e-05 4.67043e-05 4.07912e-05 3.35214e-05 0.0446389 1.94952e-05 2.49934e-05 3.48071e-05 Variance: 7.67419e-06 Variances/cluster: 6.15842e-08 6.8162e-07 6.32921e-08 6.96288e-08 0 3.67998e-08 0 4.09507e-08 1.13453e-07 2.74699e-06 4.38106e-08 6.22874e-08 0.0422886 6.41085e-08 5.35143e-08 6.09382e-08 -------------------------------------------------------------- Initialization seed trial #208 of 1000; initialization seed = 493581433 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 17 BIC score: 571765 Distortion: 0.00939702 Distortions/cluster: 1.8991e-05 2.19343e-05 4.90368e-05 2.92997e-05 3.99696e-05 3.58899e-05 2.0695e-05 0.00872182 7.60558e-05 0 1.27749e-35 2.98939e-05 2.49067e-05 2.05579e-05 0.000307974 1.08283e-34 Variance: 1.59164e-06 Variances/cluster: 3.92342e-08 4.13039e-08 8.51064e-08 6.10362e-08 6.86544e-08 6.04009e-08 3.9948e-08 0.156503 1.13337e-07 0 0 7.58668e-08 5.29882e-08 3.51376e-08 1.71076e-05 0 -------------------------------------------------------------- Initialization seed trial #209 of 1000; initialization seed = 493581434 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 572062 Distortion: 0.00940529 Distortions/cluster: 3.73047e-05 0 1.13443e-05 1.75395e-05 2.53397e-05 1.08283e-34 2.24379e-05 1.27749e-35 4.67043e-05 4.07957e-05 4.67839e-05 2.49574e-05 3.81683e-05 0.000294135 0.00872182 7.79616e-05 Variance: 1.59304e-06 Variances/cluster: 6.0737e-08 0 6.13155e-08 6.33145e-08 5.42557e-08 0 3.6421e-08 0 2.74699e-06 6.98334e-08 8.44208e-08 4.20827e-08 4.09056e-08 6.73023e-07 0.156503 1.24528e-07 -------------------------------------------------------------- Initialization seed trial #210 of 1000; initialization seed = 493581435 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 498129 Distortion: 0.0489595 Distortions/cluster: 2.25079e-05 2.21668e-05 0.0446389 2.26046e-05 4.67043e-05 2.2009e-05 7.35781e-05 3.99696e-05 1.84977e-05 1.19074e-05 2.03225e-05 4.81569e-35 2.17808e-05 4.90368e-05 0.00391362 3.58899e-05 Variance: 8.2926e-06 Variances/cluster: 4.0478e-08 7.29116e-08 0.0422886 5.43331e-08 2.74699e-06 4.89047e-08 1.18092e-07 6.86544e-08 3.86947e-08 6.13734e-08 3.48545e-08 2.67973e-31 4.12479e-08 8.51064e-08 0.00391989 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #211 of 1000; initialization seed = 493581436 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 87 BIC score: 604260 Distortion: 0.00456584 Distortions/cluster: 0 2.37044e-35 3.2526e-05 4.08979e-05 3.24796e-05 3.69581e-05 3.36824e-05 2.07682e-05 0.000300791 3.34105e-05 1.96059e-05 3.82963e-05 3.91943e-05 0.00391362 2.36116e-05 9.64317e-35 Variance: 7.73348e-07 Variances/cluster: 0 0 3.8489e-08 3.37961e-07 5.19623e-08 4.47395e-08 5.91764e-08 3.51963e-08 1.87971e-05 6.21969e-08 6.42612e-08 6.19628e-08 7.65453e-08 0.00391989 6.96288e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #212 of 1000; initialization seed = 493581437 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 556200 Distortion: 0.013288 Distortions/cluster: 3.36824e-05 1.93141e-05 1.91536e-05 3.35214e-05 3.80062e-05 1.8145e-05 0 2.39539e-05 0.00391362 3.38124e-05 0.00872182 3.54116e-05 1.69962e-05 4.35604e-05 0.000303419 3.35805e-05 Variance: 2.25068e-06 Variances/cluster: 5.91764e-08 3.40598e-08 6.36129e-08 6.22874e-08 7.64653e-08 3.9018e-08 0 7.00189e-08 0.00391989 4.39084e-08 0.156503 5.87208e-08 3.35201e-08 2.7222e-06 2.57105e-06 5.51349e-08 -------------------------------------------------------------- Initialization seed trial #213 of 1000; initialization seed = 493581438 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 534621 Distortion: 0.02207 Distortions/cluster: 2.22198e-05 2.17089e-05 0.000118617 0.0214219 1.08283e-34 2.37044e-35 0 2.59892e-05 1.27749e-35 0.000300791 1.13353e-05 3.09579e-05 2.18101e-05 3.28301e-05 4.42496e-05 1.75527e-05 Variance: 3.73814e-06 Variances/cluster: 3.62434e-08 4.50347e-08 1.10306e-07 3.22513e-05 0 0 0 5.66166e-08 0 1.87971e-05 6.12668e-08 4.31131e-08 4.90071e-08 3.87113e-08 3.42978e-07 6.50049e-08 -------------------------------------------------------------- Initialization seed trial #214 of 1000; initialization seed = 493581439 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 687439 Distortion: 0.00071106 Distortions/cluster: 0 6.80765e-05 1.27749e-35 7.95014e-05 9.64317e-35 2.37044e-35 1.08283e-34 2.28553e-05 4.67043e-05 1.16404e-05 2.19517e-05 4.08575e-05 2.49934e-05 0.000293803 1.69003e-05 8.37767e-05 Variance: 1.20437e-07 Variances/cluster: 0 7.62086e-08 0 1.1471e-07 6.86694e-32 0 0 3.67998e-08 2.74699e-06 6.15842e-08 4.09507e-08 4.38818e-08 5.35143e-08 6.8162e-07 6.32921e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #215 of 1000; initialization seed = 493581440 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 68 BIC score: 571732 Distortion: 0.00940508 Distortions/cluster: 4.67043e-05 4.74532e-05 0 7.47912e-05 1.08283e-34 2.86012e-05 2.20807e-05 0.00872182 2.19683e-05 4.04236e-05 1.91315e-05 3.70079e-05 2.11259e-05 1.27749e-35 0.0002974 2.65765e-05 Variance: 1.593e-06 Variances/cluster: 2.74699e-06 8.47111e-08 0 1.15765e-07 0 7.50627e-08 4.13459e-08 0.156503 4.0379e-08 6.94341e-08 3.94429e-08 6.06488e-08 3.56816e-08 0 6.65271e-07 5.2622e-08 -------------------------------------------------------------- Initialization seed trial #216 of 1000; initialization seed = 493581441 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 689276 Distortion: 0.000681935 Distortions/cluster: 6.73163e-05 3.07336e-05 1.08283e-34 4.04593e-05 3.28826e-05 3.00268e-05 9.64317e-35 2.97647e-05 1.27749e-35 1.89607e-05 0.000300791 2.22203e-05 2.37044e-35 8.366e-05 0 2.51196e-05 Variance: 1.15504e-07 Variances/cluster: 7.54422e-08 4.32221e-08 0 3.37121e-07 3.87276e-08 7.58193e-08 6.86694e-32 6.11135e-08 0 3.89299e-08 1.87971e-05 3.62443e-08 0 9.74749e-08 0 5.28786e-08 -------------------------------------------------------------- Initialization seed trial #217 of 1000; initialization seed = 493581442 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 687856 Distortion: 0.000696299 Distortions/cluster: 1.27749e-35 1.08283e-34 4.22517e-05 2.37044e-35 7.73357e-05 4.67043e-05 2.22228e-05 1.96671e-05 0 9.64317e-35 4.07957e-05 3.73047e-05 2.41905e-05 0.000316507 2.25355e-05 4.67839e-05 Variance: 1.17937e-07 Variances/cluster: 0 0 6.28691e-08 0 1.11425e-07 2.74699e-06 3.67277e-08 4.30315e-08 0 6.86694e-32 6.98334e-08 6.0737e-08 4.07898e-08 5.40995e-07 4.25962e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #218 of 1000; initialization seed = 493581443 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 557588 Distortion: 0.0130298 Distortions/cluster: 2.86463e-05 3.99696e-05 0.00391362 4.90368e-05 3.33853e-05 2.23668e-05 1.92403e-05 3.82031e-05 2.39374e-05 3.11248e-05 4.35604e-05 0.00872182 0 3.53035e-05 4.81569e-35 2.95988e-05 Variance: 2.20695e-06 Variances/cluster: 7.5181e-08 6.86544e-08 0.00391989 8.51064e-08 3.89981e-08 3.63646e-08 3.98312e-08 3.15692e-07 4.9453e-08 4.31652e-08 2.7222e-06 0.156503 0 5.95142e-08 2.67973e-31 6.24396e-08 -------------------------------------------------------------- Initialization seed trial #219 of 1000; initialization seed = 493581444 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 688364 Distortion: 0.000690396 Distortions/cluster: 4.67043e-05 2.86012e-05 0.000297453 3.91468e-05 9.64317e-35 3.61391e-05 7.82999e-05 2.7154e-05 0 2.58452e-05 2.37044e-35 4.0274e-05 1.27749e-35 1.08283e-34 4.90368e-05 2.17412e-05 Variance: 1.16937e-07 Variances/cluster: 2.74699e-06 7.50627e-08 6.63905e-07 4.19094e-08 6.86694e-32 6.1129e-08 1.1137e-07 5.30305e-08 0 4.12815e-08 0 6.8705e-08 0 0 8.51064e-08 4.10172e-08 -------------------------------------------------------------- Initialization seed trial #220 of 1000; initialization seed = 493581445 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 499001 Distortion: 0.0489559 Distortions/cluster: 3.07045e-05 1.80099e-05 2.02798e-05 2.23563e-05 1.32174e-05 0.0446389 1.16568e-05 8.03927e-05 2.19116e-05 1.87125e-05 3.34171e-05 4.81569e-35 0.00391362 4.35604e-05 3.28006e-05 5.63808e-05 Variance: 8.292e-06 Variances/cluster: 4.33642e-08 6.1673e-08 4.8052e-08 4.92388e-08 2.20239e-07 0.0422886 6.19989e-08 9.47727e-08 3.60347e-08 3.86584e-08 3.15218e-07 2.67973e-31 0.00391989 2.7222e-06 3.86766e-08 6.50086e-08 -------------------------------------------------------------- Initialization seed trial #221 of 1000; initialization seed = 493581446 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 497559 Distortion: 0.0491965 Distortions/cluster: 0.000300791 1.02588e-05 1.59774e-05 4.90368e-05 2.83385e-05 3.99696e-05 0.0446389 0.00391362 2.84994e-05 3.53035e-05 4.08979e-05 2.79839e-05 1.51881e-05 9.82463e-06 2.39463e-05 1.79131e-05 Variance: 8.33274e-06 Variances/cluster: 1.87971e-05 2.99054e-08 3.31453e-08 8.51064e-08 4.18552e-08 6.86544e-08 0.0422886 0.00391989 6.36095e-08 5.95142e-08 3.37961e-07 7.46177e-08 3.53182e-08 3.28545e-08 4.86671e-08 3.83541e-08 -------------------------------------------------------------- Initialization seed trial #222 of 1000; initialization seed = 493581447 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 557590 Distortion: 0.0130509 Distortions/cluster: 2.90887e-05 2.98108e-05 2.26649e-05 2.83322e-05 1.83669e-05 1.58674e-05 4.81569e-35 3.78274e-05 8.366e-05 0.00391362 0 1.66587e-05 2.044e-05 0.00872182 6.60089e-05 4.67043e-05 Variance: 2.21051e-06 Variances/cluster: 6.12343e-08 7.58485e-08 4.86328e-08 4.1846e-08 3.84208e-08 3.51017e-08 2.67973e-31 3.00181e-07 9.74749e-08 0.00391989 0 3.42741e-08 3.49362e-08 0.156503 7.42266e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #223 of 1000; initialization seed = 493581448 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 572056 Distortion: 0.009397 Distortions/cluster: 3.96811e-05 2.4203e-05 1.08283e-34 1.27749e-35 1.20795e-05 2.17503e-05 4.07957e-05 3.73047e-05 4.67839e-05 2.29511e-05 2.18254e-05 0.000307974 2.28224e-05 0 0.00872182 7.7011e-05 Variance: 1.59163e-06 Variances/cluster: 4.33162e-08 7.24587e-08 0 0 6.16251e-08 3.97591e-08 6.98334e-08 6.0737e-08 8.44208e-08 5.80987e-08 3.58929e-08 1.71076e-05 4.75427e-08 0 0.156503 1.17206e-07 -------------------------------------------------------------- Initialization seed trial #224 of 1000; initialization seed = 493581449 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 76 BIC score: 572573 Distortion: 0.0094143 Distortions/cluster: 1.27749e-35 2.48952e-05 1.86349e-05 0.000312931 1.08283e-34 5.18241e-05 4.67043e-05 9.27613e-05 0 4.65189e-05 9.35036e-06 1.41549e-05 0.00872182 1.35207e-05 1.84581e-05 4.27239e-05 Variance: 1.59456e-06 Variances/cluster: 0 6.38127e-08 4.404e-08 4.79179e-07 0 5.30928e-08 2.74699e-06 1.00928e-07 0 4.50724e-08 5.22199e-08 7.44767e-08 0.156503 5.70312e-08 5.52458e-08 7.72522e-08 -------------------------------------------------------------- Initialization seed trial #225 of 1000; initialization seed = 493581450 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 572072 Distortion: 0.00939704 Distortions/cluster: 4.00049e-05 1.15706e-05 1.08283e-34 0.000307974 2.25972e-05 2.54452e-05 3.73047e-05 1.27749e-35 2.09851e-05 2.26209e-05 7.70548e-05 0 4.07957e-05 4.67839e-05 0.00872182 2.20873e-05 Variance: 1.59164e-06 Variances/cluster: 4.34797e-08 6.18698e-08 0 1.71076e-05 4.0859e-08 5.33398e-08 6.0737e-08 0 6.6194e-08 5.51679e-08 1.17094e-07 0 6.98334e-08 8.44208e-08 0.156503 3.61452e-08 -------------------------------------------------------------- Initialization seed trial #226 of 1000; initialization seed = 493581451 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 556128 Distortion: 0.0132831 Distortions/cluster: 3.67128e-05 0 2.85105e-05 4.32487e-05 2.0308e-05 2.4408e-05 1.67667e-05 0.000296857 1.6011e-05 4.07957e-05 0.00391362 2.9099e-05 1.84695e-05 0.00872182 2.96888e-05 4.67839e-05 Variance: 2.24985e-06 Variances/cluster: 5.98708e-08 0 4.1557e-08 3.69605e-07 3.48894e-08 5.19273e-08 3.59769e-08 1.9788e-05 3.3563e-08 6.98334e-08 0.00391989 6.13853e-08 3.91264e-08 0.156503 7.57307e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #227 of 1000; initialization seed = 493581452 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 507264 Distortion: 0.0401806 Distortions/cluster: 3.26398e-05 2.21257e-05 3.53035e-05 0.0356196 0.00391362 1.89867e-05 0.000300791 2.3754e-05 3.99696e-05 1.25053e-05 2.25796e-05 4.90368e-05 1.9419e-05 3.09873e-05 2.37044e-35 3.93166e-05 Variance: 6.80566e-06 Variances/cluster: 3.85324e-08 3.6149e-08 5.95142e-08 0.035575 0.00391989 3.9144e-08 1.87971e-05 5.33749e-08 6.86544e-08 6.12955e-08 5.00614e-08 8.51064e-08 7.41129e-08 4.34566e-08 0 3.38897e-07 -------------------------------------------------------------- Initialization seed trial #228 of 1000; initialization seed = 493581453 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 502185 Distortion: 0.045318 Distortions/cluster: 2.85345e-05 2.87715e-05 1.86349e-05 4.67043e-05 1.27749e-35 0.0446389 9.59889e-05 1.84581e-05 1.08283e-34 2.48952e-05 4.29557e-05 0.000299093 1.35207e-05 1.41549e-05 3.80351e-05 9.35036e-06 Variance: 7.67582e-06 Variances/cluster: 5.57265e-08 7.51155e-08 4.404e-08 2.74699e-06 0 0.0422886 9.89488e-08 5.52458e-08 0 6.38127e-08 4.4556e-08 6.1791e-07 5.70312e-08 7.44767e-08 4.64357e-08 5.22199e-08 -------------------------------------------------------------- Initialization seed trial #229 of 1000; initialization seed = 493581454 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 79 BIC score: 502009 Distortion: 0.0453074 Distortions/cluster: 2.80359e-05 4.04593e-05 2.18494e-05 1.78871e-05 2.01166e-05 1.27749e-35 1.19074e-05 6.73163e-05 2.2009e-05 0.000300791 0.0446389 2.21668e-05 1.08283e-34 1.5838e-05 1.63995e-05 8.366e-05 Variance: 7.67401e-06 Variances/cluster: 4.19035e-08 3.37121e-07 5.31568e-08 3.77328e-08 3.46799e-08 0 6.13734e-08 7.54422e-08 4.89047e-08 1.87971e-05 0.0422886 7.29116e-08 0 3.48823e-08 3.41626e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #230 of 1000; initialization seed = 493581455 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 604399 Distortion: 0.004568 Distortions/cluster: 3.00268e-05 3.35214e-05 4.86717e-05 0 2.36116e-05 3.36824e-05 0.000300791 1.94952e-05 0.00391362 9.64317e-35 2.99492e-05 3.0528e-05 3.70588e-05 2.71289e-05 3.99122e-05 2.37044e-35 Variance: 7.73713e-07 Variances/cluster: 7.58193e-08 6.22874e-08 4.89612e-08 0 6.96288e-08 5.91764e-08 1.87971e-05 6.41085e-08 0.00391989 6.86694e-32 4.14188e-08 6.08078e-08 4.08101e-08 5.46904e-08 3.382e-07 0 -------------------------------------------------------------- Initialization seed trial #231 of 1000; initialization seed = 493581456 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 517253 Distortion: 0.0320588 Distortions/cluster: 0.0002968 1.27749e-35 1.41815e-05 0 1.44097e-05 0.00998646 0.000117982 1.82941e-05 2.90085e-05 1.68503e-05 0.021423 2.34826e-05 1.93532e-05 4.35604e-05 4.13579e-05 1.40571e-05 Variance: 5.43001e-06 Variances/cluster: 6.80678e-07 0 3.73165e-08 0 3.56645e-08 0.185417 1.10126e-07 4.26393e-08 7.59323e-08 3.24641e-08 3.20118e-05 4.76278e-08 3.42494e-08 2.7222e-06 3.23068e-07 3.41992e-08 -------------------------------------------------------------- Initialization seed trial #232 of 1000; initialization seed = 493581457 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 501823 Distortion: 0.0453002 Distortions/cluster: 3.34105e-05 1.08283e-34 1.15575e-05 3.48071e-05 2.23483e-05 1.96059e-05 1.72269e-05 7.73913e-05 2.25444e-05 4.06398e-05 2.4277e-05 2.58511e-05 1.27749e-35 0.000307974 2.36116e-05 0.0446389 Variance: 7.67279e-06 Variances/cluster: 6.21969e-08 0 6.17997e-08 6.09382e-08 3.63345e-08 6.42612e-08 6.3563e-08 1.14643e-07 4.12106e-08 4.3742e-08 5.41849e-08 5.61933e-08 0 1.71076e-05 6.96288e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #233 of 1000; initialization seed = 493581458 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 20 BIC score: 512196 Distortion: 0.0362949 Distortions/cluster: 2.48127e-05 2.37044e-35 2.19271e-05 1.27749e-35 8.39029e-05 1.08283e-34 4.23055e-05 3.06128e-05 3.99235e-05 1.30487e-05 2.33269e-05 3.95702e-05 0.0356196 3.339e-05 0.000307974 1.456e-05 Variance: 6.14751e-06 Variances/cluster: 5.09337e-08 0 3.60601e-08 0 1.03831e-07 0 7.73348e-08 6.02417e-08 4.39165e-08 6.52224e-08 7.52246e-08 6.22121e-08 0.035575 5.34189e-08 1.71076e-05 5.89286e-08 -------------------------------------------------------------- Initialization seed trial #234 of 1000; initialization seed = 493581459 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 498396 Distortion: 0.0489329 Distortions/cluster: 2.40209e-05 1.96059e-05 4.81569e-35 4.35604e-05 2.2302e-05 3.33687e-05 0.0446389 3.33853e-05 0.00391362 3.11675e-05 3.82031e-05 3.33158e-05 1.91975e-05 2.40021e-05 2.86463e-05 2.95988e-05 Variance: 8.2881e-06 Variances/cluster: 7.04205e-08 6.42612e-08 2.67973e-31 2.7222e-06 3.63182e-08 5.91449e-08 0.0422886 3.89981e-08 0.00391989 4.31645e-08 3.15692e-07 6.16762e-08 3.9825e-08 4.94844e-08 7.5181e-08 6.24396e-08 -------------------------------------------------------------- Initialization seed trial #235 of 1000; initialization seed = 493581460 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 75 BIC score: 556181 Distortion: 0.0132822 Distortions/cluster: 1.53187e-05 3.67128e-05 2.92943e-05 2.96511e-05 4.07957e-05 4.07544e-05 0 1.69243e-05 0.00391362 0.00872182 2.33083e-05 2.14689e-05 4.67839e-05 2.86463e-05 1.62627e-05 0.000300791 Variance: 2.24969e-06 Variances/cluster: 3.52935e-08 5.98708e-08 6.25895e-08 3.76251e-08 6.98334e-08 3.39581e-07 0 3.7275e-08 0.00391989 0.156503 4.89626e-08 3.57773e-08 8.44208e-08 7.5181e-08 3.9278e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #236 of 1000; initialization seed = 493581461 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 507169 Distortion: 0.0402013 Distortions/cluster: 1.37164e-05 1.70657e-05 4.14715e-05 2.37044e-35 1.53635e-05 1.90449e-05 0.00391362 2.88502e-05 8.366e-05 1.43557e-05 2.90326e-05 0.000300791 6.73163e-05 2.28338e-05 0.0356196 1.45909e-05 Variance: 6.80916e-06 Variances/cluster: 3.71684e-08 3.25033e-08 3.42699e-07 0 3.6231e-08 3.40048e-08 0.00391989 6.20384e-08 9.74749e-08 3.47565e-08 7.5797e-08 1.87971e-05 7.54422e-08 4.86817e-08 0.035575 3.58467e-08 -------------------------------------------------------------- Initialization seed trial #237 of 1000; initialization seed = 493581462 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 497838 Distortion: 0.0492229 Distortions/cluster: 2.19769e-05 4.35604e-05 1.55267e-05 1.5518e-05 0.0446389 1.95443e-05 6.64516e-05 0.000284138 2.05386e-05 8.366e-05 1.38928e-05 1.93983e-05 0.00391362 1.44951e-05 1.31179e-05 3.84962e-05 Variance: 8.3372e-06 Variances/cluster: 5.23213e-08 2.7222e-06 3.56085e-08 3.60852e-08 0.0422886 3.43445e-08 7.46404e-08 1.44221e-06 4.63588e-08 9.74749e-08 3.1358e-08 6.78208e-08 0.00391989 3.58754e-08 3.38059e-08 3.18112e-07 -------------------------------------------------------------- Initialization seed trial #238 of 1000; initialization seed = 493581463 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 572533 Distortion: 0.00941433 Distortions/cluster: 2.4569e-05 5.14198e-05 1.13485e-05 1.05384e-05 4.27239e-05 1.27749e-35 9.27614e-05 0.0003133 4.69928e-05 1.08283e-34 1.8614e-05 0.00872182 4.67043e-05 0 1.55309e-05 1.80048e-05 Variance: 1.59457e-06 Variances/cluster: 6.44644e-08 5.32239e-08 5.48063e-08 4.87733e-08 7.72522e-08 0 1.00819e-07 4.81219e-07 4.50082e-08 0 6.48368e-08 0.156503 2.74699e-06 0 3.97082e-08 6.66632e-08 -------------------------------------------------------------- Initialization seed trial #239 of 1000; initialization seed = 493581464 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 497816 Distortion: 0.0492153 Distortions/cluster: 7.78554e-05 2.08283e-05 2.7094e-05 2.17412e-05 0.00391362 4.20705e-05 0.000297016 1.20858e-05 0.0446389 2.86012e-05 1.55882e-05 9.82566e-06 2.57459e-05 4.67043e-05 2.29791e-05 1.45734e-05 Variance: 8.33592e-06 Variances/cluster: 1.10895e-07 4.64768e-08 5.30168e-08 4.10172e-08 0.00391989 4.48473e-08 6.64411e-07 5.51687e-08 0.0422886 7.50627e-08 7.52823e-08 5.33832e-08 6.14258e-08 2.74699e-06 3.68804e-08 5.2977e-08 -------------------------------------------------------------- Initialization seed trial #240 of 1000; initialization seed = 493581465 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 499014 Distortion: 0.0489559 Distortions/cluster: 5.63808e-05 3.34171e-05 1.32174e-05 4.81569e-35 2.09951e-05 0.00391362 0.0446389 8.03927e-05 3.07489e-05 3.27858e-05 1.61389e-05 1.13353e-05 2.22198e-05 1.89619e-05 4.35604e-05 2.32492e-05 Variance: 8.292e-06 Variances/cluster: 6.50086e-08 3.15218e-07 2.20239e-07 2.67973e-31 4.79297e-08 0.00391989 0.0422886 9.47727e-08 4.33656e-08 3.87047e-08 5.95487e-08 6.12668e-08 3.62434e-08 3.89323e-08 2.7222e-06 5.12056e-08 -------------------------------------------------------------- Initialization seed trial #241 of 1000; initialization seed = 493581466 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 501961 Distortion: 0.0452863 Distortions/cluster: 1.72269e-05 3.93166e-05 4.67839e-05 0.0446389 3.67128e-05 2.22714e-05 1.27749e-35 2.58511e-05 4.07957e-05 0.000300791 3.07489e-05 1.08283e-34 1.15575e-05 3.26941e-05 2.36914e-05 1.89619e-05 Variance: 7.67045e-06 Variances/cluster: 6.3563e-08 3.38897e-07 8.44208e-08 0.0422886 5.98708e-08 3.62684e-08 0 5.61933e-08 6.98334e-08 1.87971e-05 4.33656e-08 0 6.17997e-08 3.86421e-08 5.32342e-08 3.89323e-08 -------------------------------------------------------------- Initialization seed trial #242 of 1000; initialization seed = 493581467 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 571927 Distortion: 0.00939337 Distortions/cluster: 2.62273e-05 2.97647e-05 7.69699e-05 0 2.51786e-05 3.81032e-05 0.00872182 3.41628e-05 2.1474e-05 1.27749e-35 2.25053e-05 2.58561e-05 0.000307974 1.08283e-34 3.33079e-05 3.00268e-05 Variance: 1.59102e-06 Variances/cluster: 6.12585e-08 6.11135e-08 1.23338e-07 0 4.22419e-08 4.08797e-08 0.156503 7.4731e-08 4.74936e-08 0 3.64712e-08 5.3862e-08 1.71076e-05 0 8.00416e-08 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #243 of 1000; initialization seed = 493581468 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 573941 Distortion: 0.00912813 Distortions/cluster: 3.54761e-05 0.00872182 2.07252e-05 3.79837e-05 3.80062e-05 1.08283e-34 0 1.27749e-35 4.67043e-05 3.50058e-05 3.57241e-05 4.67839e-05 3.67128e-05 3.23961e-05 4.07957e-05 4.81569e-35 Variance: 1.54609e-06 Variances/cluster: 5.56871e-08 0.156503 3.5183e-08 4.50005e-08 7.64653e-08 0 0 0 2.74699e-06 5.80478e-08 2.95206e-07 8.44208e-08 5.98708e-08 3.83807e-08 6.98334e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #244 of 1000; initialization seed = 493581469 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 498561 Distortion: 0.0489611 Distortions/cluster: 1.25053e-05 2.00449e-05 2.22377e-05 1.62255e-05 4.67043e-05 2.11856e-05 2.85287e-05 0.00391362 6.6306e-05 8.33627e-05 0.0446389 1.64641e-05 1.77027e-05 3.78274e-05 1.9419e-05 4.81569e-35 Variance: 8.29286e-06 Variances/cluster: 6.12955e-08 3.46757e-08 5.00807e-08 3.35901e-08 2.74699e-06 4.8923e-08 4.18887e-08 0.00391989 7.43933e-08 9.73555e-08 0.0422886 3.58663e-08 3.79035e-08 3.00181e-07 7.41129e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #245 of 1000; initialization seed = 493581470 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 572071 Distortion: 0.00940531 Distortions/cluster: 2.52516e-05 2.19517e-05 0 7.87896e-05 3.99696e-05 3.58899e-05 4.90368e-05 0.00872182 1.27749e-35 1.16856e-05 4.67043e-05 0.000294225 2.28399e-05 1.08283e-34 1.64861e-05 4.06621e-05 Variance: 1.59304e-06 Variances/cluster: 5.38366e-08 4.09507e-08 0 1.14177e-07 6.86544e-08 6.04009e-08 8.51064e-08 0.156503 0 6.18233e-08 2.74699e-06 6.826e-07 3.65982e-08 0 6.15107e-08 4.38604e-08 -------------------------------------------------------------- Initialization seed trial #246 of 1000; initialization seed = 493581471 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 571735 Distortion: 0.00940509 Distortions/cluster: 2.66652e-05 3.99696e-05 2.04247e-05 2.86012e-05 2.09673e-05 4.90368e-05 3.58899e-05 1.08283e-34 0.0002974 1.27749e-35 2.10638e-05 7.6133e-05 2.04165e-05 0.00872182 4.67043e-05 0 Variance: 1.593e-06 Variances/cluster: 5.26933e-08 6.86544e-08 4.01235e-08 7.50627e-08 3.55337e-08 8.51064e-08 6.04009e-08 0 6.65271e-07 0 4.02711e-08 1.13283e-07 4.03453e-08 0.156503 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #247 of 1000; initialization seed = 493581472 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 572488 Distortion: 0.00939677 Distortions/cluster: 1.08283e-34 1.27749e-35 0.00872182 1.15575e-05 3.26941e-05 2.36914e-05 1.72269e-05 6.73163e-05 2.58511e-05 3.06223e-05 1.88043e-05 0 8.366e-05 4.04593e-05 0.000300791 2.22714e-05 Variance: 1.59159e-06 Variances/cluster: 0 0 0.156503 6.17997e-08 3.86421e-08 5.32342e-08 6.3563e-08 7.54422e-08 5.61933e-08 4.32481e-08 3.86882e-08 0 9.74749e-08 3.37121e-07 1.87971e-05 3.62684e-08 -------------------------------------------------------------- Initialization seed trial #248 of 1000; initialization seed = 493581473 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 606915 Distortion: 0.00433327 Distortions/cluster: 0.00391362 3.93613e-05 3.79002e-05 3.98296e-05 4.81569e-35 0 2.17441e-05 3.35214e-05 9.64317e-35 4.67043e-05 1.94952e-05 3.69625e-05 8.57062e-05 2.36116e-05 3.48071e-05 2.37044e-35 Variance: 7.33954e-07 Variances/cluster: 0.00391989 7.65724e-08 6.03455e-08 4.38614e-08 2.67973e-31 0 3.59365e-08 6.22874e-08 6.86694e-32 2.74699e-06 6.41085e-08 5.75683e-08 1.02388e-07 6.96288e-08 6.09382e-08 0 -------------------------------------------------------------- Initialization seed trial #249 of 1000; initialization seed = 493581474 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 557767 Distortion: 0.0130334 Distortions/cluster: 3.33695e-05 4.81569e-35 4.80931e-05 3.09604e-05 3.62143e-05 2.25074e-05 3.69874e-05 3.00347e-05 3.00803e-05 0.00872182 3.26914e-05 0.00391362 0 2.51881e-05 4.67043e-05 2.51231e-05 Variance: 2.20755e-06 Variances/cluster: 7.33165e-08 2.67973e-31 4.86237e-08 6.0821e-08 2.96805e-07 4.94509e-08 4.07764e-08 4.14796e-08 7.57631e-08 0.156503 7.99046e-08 0.00391989 0 5.17162e-08 2.74699e-06 5.82711e-08 -------------------------------------------------------------- Initialization seed trial #250 of 1000; initialization seed = 493581475 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 688874 Distortion: 0.000682258 Distortions/cluster: 0 2.25481e-05 1.27749e-35 4.67839e-05 2.57254e-05 0.000307974 4.07957e-05 7.89562e-05 3.00268e-05 1.08283e-34 3.73047e-05 2.1872e-05 2.97647e-05 4.05059e-05 9.64317e-35 2.37044e-35 Variance: 1.15559e-07 Variances/cluster: 0 3.64814e-08 0 8.44208e-08 5.38139e-08 1.71076e-05 6.98334e-08 1.14088e-07 7.58193e-08 0 6.0737e-08 4.08784e-08 6.11135e-08 4.36447e-08 6.86694e-32 0 -------------------------------------------------------------- Initialization seed trial #251 of 1000; initialization seed = 493581476 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 502864 Distortion: 0.0450538 Distortions/cluster: 1.27749e-35 1.08283e-34 4.81569e-35 8.366e-05 1.20547e-05 2.16434e-05 2.14367e-05 4.35604e-05 2.22733e-05 3.07716e-05 0.0446389 3.90357e-05 6.73163e-05 2.21248e-05 3.24242e-05 1.85863e-05 Variance: 7.63106e-06 Variances/cluster: 0 0 2.67973e-31 9.74749e-08 6.14985e-08 5.0921e-08 7.31571e-08 2.7222e-06 3.62715e-08 4.32147e-08 0.0422886 3.17326e-07 7.54422e-08 4.92715e-08 3.84595e-08 3.86373e-08 -------------------------------------------------------------- Initialization seed trial #252 of 1000; initialization seed = 493581477 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 604682 Distortion: 0.00460009 Distortions/cluster: 0 3.25482e-05 7.46039e-05 2.97415e-05 2.43786e-05 0.00391362 0.000307974 3.48071e-05 2.2963e-05 9.64317e-35 2.86463e-05 2.37044e-35 8.43981e-05 1.96949e-05 2.67118e-05 0 Variance: 7.79148e-07 Variances/cluster: 0 6.08182e-08 5.10236e-08 6.2346e-08 7.18907e-08 0.00391989 1.71076e-05 6.09382e-08 4.27574e-08 6.86694e-32 7.5181e-08 0 1.08332e-07 6.41321e-08 5.36334e-08 0 -------------------------------------------------------------- Initialization seed trial #253 of 1000; initialization seed = 493581478 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 513142 Distortion: 0.0360477 Distortions/cluster: 6.6306e-05 8.33627e-05 1.53448e-05 0.0356196 3.81223e-05 1.45962e-05 3.78274e-05 3.5512e-05 1.27749e-35 3.5375e-05 2.69224e-05 4.81569e-35 4.67043e-05 1.08283e-34 2.37044e-35 2.81199e-05 Variance: 6.10565e-06 Variances/cluster: 7.43933e-08 9.73555e-08 3.07476e-08 0.035575 7.63913e-08 5.06762e-08 3.00181e-07 5.82116e-08 0 4.36152e-08 5.11783e-08 2.67973e-31 2.74699e-06 0 0 3.6048e-08 -------------------------------------------------------------- Initialization seed trial #254 of 1000; initialization seed = 493581479 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 56 BIC score: 557432 Distortion: 0.0130424 Distortions/cluster: 2.19964e-05 2.50544e-05 2.61316e-05 0 3.48071e-05 3.26327e-05 1.89394e-05 2.86463e-05 4.81569e-35 4.67043e-05 2.97415e-05 0.00872182 7.84947e-05 2.29193e-05 4.09224e-05 0.00391362 Variance: 2.20908e-06 Variances/cluster: 4.09577e-08 7.2389e-08 5.32163e-08 0 6.09382e-08 6.08624e-08 6.33222e-08 7.5181e-08 2.67973e-31 2.74699e-06 6.2346e-08 0.156503 1.13421e-07 3.68435e-08 4.38573e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #255 of 1000; initialization seed = 493581480 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 72 BIC score: 502216 Distortion: 0.0453184 Distortions/cluster: 1.69079e-05 2.87034e-05 1.15002e-05 2.78453e-05 4.36199e-05 2.09158e-05 9.44194e-05 1.27749e-35 1.24914e-05 0.0446389 0.000297259 4.67043e-05 4.22095e-05 1.08283e-34 2.60964e-05 1.07598e-05 Variance: 7.67587e-06 Variances/cluster: 7.44613e-08 7.51338e-08 5.47453e-08 5.4487e-08 4.44155e-08 4.64646e-08 1.00437e-07 0 5.13886e-08 0.0422886 6.57599e-07 2.74699e-06 4.87353e-08 0 6.13831e-08 5.46008e-08 -------------------------------------------------------------- Initialization seed trial #256 of 1000; initialization seed = 493581481 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 572101 Distortion: 0.00939706 Distortions/cluster: 0.000307974 1.15575e-05 4.07957e-05 2.22531e-05 1.72269e-05 0 2.58511e-05 3.73047e-05 1.08283e-34 4.67839e-05 2.43816e-05 4.06528e-05 2.29397e-05 7.75199e-05 1.27749e-35 0.00872182 Variance: 1.59164e-06 Variances/cluster: 1.71076e-05 6.17997e-08 6.98334e-08 3.62386e-08 6.3563e-08 0 5.61933e-08 6.0737e-08 0 8.44208e-08 5.42972e-08 4.37089e-08 4.14035e-08 1.16037e-07 0 0.156503 -------------------------------------------------------------- Initialization seed trial #257 of 1000; initialization seed = 493581482 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 501969 Distortion: 0.045306 Distortions/cluster: 7.8565e-05 0.0446389 4.94716e-05 4.29356e-05 1.54941e-05 2.29287e-05 1.15687e-05 0.000307974 2.38809e-05 1.27749e-35 1.08283e-34 2.54384e-05 1.81104e-05 4.1779e-05 1.85751e-05 1.03559e-05 Variance: 7.67378e-06 Variances/cluster: 1.09718e-07 0.0422886 8.03046e-08 4.53345e-08 3.97156e-08 4.26936e-08 5.50715e-08 1.71076e-05 6.29894e-08 0 0 3.87737e-08 6.65614e-08 6.32003e-08 6.47015e-08 4.86037e-08 -------------------------------------------------------------- Initialization seed trial #258 of 1000; initialization seed = 493581483 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 557522 Distortion: 0.0130494 Distortions/cluster: 3.78362e-05 4.67043e-05 0.00391362 1.74367e-05 3.5954e-05 2.57778e-05 4.88691e-05 4.81569e-35 2.17464e-05 0 2.42944e-05 2.51639e-05 0.00872182 1.14208e-05 7.87224e-05 4.00733e-05 Variance: 2.21027e-06 Variances/cluster: 4.08563e-08 2.74699e-06 0.00391989 6.3866e-08 6.0407e-08 5.61561e-08 8.51109e-08 2.67973e-31 4.07962e-08 0 5.42237e-08 4.07136e-08 0.156503 6.13969e-08 1.1408e-07 6.87144e-08 -------------------------------------------------------------- Initialization seed trial #259 of 1000; initialization seed = 493581484 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 76 BIC score: 501659 Distortion: 0.0452935 Distortions/cluster: 3.67128e-05 4.67839e-05 1.60534e-05 0.0446389 4.67043e-05 1.85706e-05 1.08283e-34 1.67752e-05 2.90326e-05 0.000300632 2.23264e-05 3.05004e-05 4.07957e-05 1.27749e-35 2.92125e-05 2.04943e-05 Variance: 7.67167e-06 Variances/cluster: 5.98708e-08 8.44208e-08 3.35815e-08 0.0422886 2.74699e-06 3.90922e-08 0 3.59951e-08 7.5797e-08 2.56921e-06 4.71974e-08 4.44573e-08 6.98334e-08 0 6.18859e-08 3.50889e-08 -------------------------------------------------------------- Initialization seed trial #260 of 1000; initialization seed = 493581485 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 501485 Distortion: 0.0453001 Distortions/cluster: 2.57455e-05 7.40559e-05 2.0808e-05 1.94952e-05 2.1981e-05 2.36116e-05 0.0446389 3.48071e-05 2.86463e-05 2.20807e-05 3.35214e-05 1.90162e-05 1.27749e-35 0.000307974 2.94324e-05 1.08283e-34 Variance: 7.67278e-06 Variances/cluster: 5.26445e-08 1.15341e-07 3.53837e-08 6.41085e-08 4.04024e-08 6.96288e-08 0.0422886 6.09382e-08 7.5181e-08 4.13459e-08 6.22874e-08 3.93675e-08 0 1.71076e-05 6.24842e-08 0 -------------------------------------------------------------- Initialization seed trial #261 of 1000; initialization seed = 493581486 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 63 BIC score: 502398 Distortion: 0.0450459 Distortions/cluster: 2.4864e-05 4.67043e-05 1.08283e-34 4.81569e-35 2.97415e-05 2.61316e-05 4.09224e-05 2.19964e-05 1.27749e-35 3.46333e-05 2.29193e-05 2.86463e-05 1.92126e-05 0.0446389 3.27217e-05 7.84947e-05 Variance: 7.62973e-06 Variances/cluster: 7.22565e-08 2.74699e-06 0 2.67973e-31 6.2346e-08 5.32163e-08 4.38573e-08 4.09577e-08 0 6.09541e-08 3.68435e-08 7.5181e-08 6.35975e-08 0.0422886 6.08015e-08 1.13421e-07 -------------------------------------------------------------- Initialization seed trial #262 of 1000; initialization seed = 493581487 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 502166 Distortion: 0.0453177 Distortions/cluster: 9.70816e-05 1.231e-05 4.67043e-05 1.71648e-05 1.3329e-05 0.0446389 3.71731e-05 2.47273e-05 2.51858e-05 1.12945e-05 2.68516e-05 0.000295644 1.27749e-35 2.87334e-05 4.25881e-05 1.08283e-34 Variance: 7.67576e-06 Variances/cluster: 9.97666e-08 5.61921e-08 2.74699e-06 6.17392e-08 5.37287e-08 0.0422886 4.59443e-08 5.39724e-08 7.36195e-08 6.1378e-08 5.64058e-08 6.48289e-07 0 5.93469e-08 4.44513e-08 0 -------------------------------------------------------------- Initialization seed trial #263 of 1000; initialization seed = 493581488 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 89 BIC score: 572164 Distortion: 0.00938554 Distortions/cluster: 2.86012e-05 3.67128e-05 2.2366e-05 3.14729e-05 4.07957e-05 1.08283e-34 4.67839e-05 0.000297331 0 4.35604e-05 3.32995e-05 2.48215e-05 0.00872182 1.97726e-05 3.82031e-05 1.27749e-35 Variance: 1.58969e-06 Variances/cluster: 7.50627e-08 5.98708e-08 3.63634e-08 4.33474e-08 6.98334e-08 0 8.44208e-08 6.66606e-07 0 2.7222e-06 3.8989e-08 4.93425e-08 0.156503 4.03484e-08 3.15692e-07 0 -------------------------------------------------------------- Initialization seed trial #264 of 1000; initialization seed = 493581489 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 572102 Distortion: 0.00939696 Distortions/cluster: 3.73047e-05 8.35241e-05 4.07957e-05 3.78303e-05 1.72269e-05 1.27749e-35 0.000304149 2.24098e-05 4.67839e-05 1.08283e-34 2.58511e-05 2.3264e-05 1.15575e-05 2.44452e-05 0 0.00872182 Variance: 1.59163e-06 Variances/cluster: 6.0737e-08 1.2654e-07 6.98334e-08 4.08059e-08 6.3563e-08 0 1.78889e-05 3.63164e-08 8.44208e-08 0 5.61933e-08 4.13911e-08 6.17997e-08 5.43176e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #265 of 1000; initialization seed = 493581490 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 60 BIC score: 557357 Distortion: 0.0130457 Distortions/cluster: 2.97415e-05 2.61316e-05 3.33079e-05 4.67043e-05 3.41628e-05 2.86463e-05 4.09224e-05 2.62273e-05 4.81569e-35 0.00872182 2.19964e-05 2.1474e-05 2.29193e-05 0.00391362 7.80506e-05 0 Variance: 2.20964e-06 Variances/cluster: 6.2346e-08 5.32163e-08 8.00416e-08 2.74699e-06 7.4731e-08 7.5181e-08 4.38573e-08 6.12585e-08 2.67973e-31 0.156503 4.09577e-08 4.74936e-08 3.68435e-08 0.00391989 1.12943e-07 0 -------------------------------------------------------------- Initialization seed trial #266 of 1000; initialization seed = 493581491 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 501946 Distortion: 0.0452932 Distortions/cluster: 3.53035e-05 1.08283e-34 2.1946e-05 4.67043e-05 1.88703e-05 1.93234e-05 3.28435e-05 4.90368e-05 3.99696e-05 2.20058e-05 1.27749e-35 3.2803e-05 2.2802e-05 0.000300151 1.25053e-05 0.0446389 Variance: 7.67161e-06 Variances/cluster: 5.95142e-08 0 3.59728e-08 2.74699e-06 3.92276e-08 7.40303e-08 3.86815e-08 8.51064e-08 6.86544e-08 5.00086e-08 0 4.55558e-08 5.03313e-08 2.58722e-06 6.12955e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #267 of 1000; initialization seed = 493581492 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 71 BIC score: 497666 Distortion: 0.049203 Distortions/cluster: 1.81712e-05 0.00391362 3.67128e-05 2.0401e-05 0.0446389 2.86923e-05 4.67839e-05 4.67043e-05 1.60884e-05 3.57241e-05 2.23877e-05 1.67821e-05 1.63267e-05 0.000293343 4.07957e-05 1.15495e-05 Variance: 8.33384e-06 Variances/cluster: 3.86584e-08 0.00391989 5.98708e-08 3.49891e-08 0.0422886 4.19442e-08 8.44208e-08 2.74699e-06 3.52012e-08 2.95206e-07 4.78327e-08 3.44571e-08 6.18388e-08 7.13671e-07 6.98334e-08 6.14282e-08 -------------------------------------------------------------- Initialization seed trial #268 of 1000; initialization seed = 493581493 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 501573 Distortion: 0.0453162 Distortions/cluster: 2.1904e-05 4.67839e-05 2.17492e-05 1.91476e-05 1.6324e-05 0.000284287 3.73047e-05 1.27749e-35 4.07957e-05 7.46746e-05 2.05212e-05 1.08283e-34 4.67043e-05 2.13703e-05 2.57067e-05 0.0446389 Variance: 7.67551e-06 Variances/cluster: 4.12468e-08 8.44208e-08 4.0198e-08 3.94762e-08 8.24378e-08 8.61406e-07 6.0737e-08 0 6.98334e-08 1.15944e-07 3.50749e-08 0 2.74699e-06 4.59535e-08 7.26121e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #269 of 1000; initialization seed = 493581494 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 572078 Distortion: 0.0094053 Distortions/cluster: 4.07957e-05 1.08283e-34 0.000294302 1.13353e-05 3.73047e-05 2.28553e-05 2.50233e-05 4.67043e-05 1.66809e-05 4.67839e-05 4.07912e-05 7.89562e-05 1.27749e-35 0.00872182 2.19517e-05 0 Variance: 1.59304e-06 Variances/cluster: 6.98334e-08 0 6.81199e-07 6.12668e-08 6.0737e-08 3.67998e-08 5.34637e-08 2.74699e-06 6.20061e-08 8.44208e-08 4.38106e-08 1.14088e-07 0 0.156503 4.09507e-08 0 -------------------------------------------------------------- Initialization seed trial #270 of 1000; initialization seed = 493581495 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 501478 Distortion: 0.0453001 Distortions/cluster: 1.94952e-05 0.0446389 2.92997e-05 0.000307974 3.35214e-05 1.85856e-05 2.27129e-05 2.54387e-05 6.94937e-05 3.48071e-05 1.27749e-35 2.51681e-05 1.08283e-34 2.36116e-05 2.98939e-05 2.12035e-05 Variance: 7.67279e-06 Variances/cluster: 6.41085e-08 0.0422886 6.10362e-08 1.71076e-05 6.22874e-08 3.87166e-08 4.24502e-08 4.17674e-08 1.23423e-07 6.09382e-08 0 5.30925e-08 0 6.96288e-08 7.58668e-08 3.55126e-08 -------------------------------------------------------------- Initialization seed trial #271 of 1000; initialization seed = 493581496 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 557539 Distortion: 0.0130469 Distortions/cluster: 4.67043e-05 1.54302e-05 1.92746e-05 3.9971e-05 2.39416e-05 2.41521e-05 0 0.00391362 8.39423e-05 4.81569e-35 2.0914e-05 4.14869e-05 2.45285e-05 3.36913e-05 3.73976e-05 0.00872182 Variance: 2.20984e-06 Variances/cluster: 2.74699e-06 5.9557e-08 4.63182e-08 6.30404e-08 6.26536e-08 6.05123e-08 0 0.00391989 1.02735e-07 2.67973e-31 7.06332e-08 7.71071e-08 4.04713e-08 5.37289e-08 4.10475e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #272 of 1000; initialization seed = 493581497 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 98 BIC score: 507933 Distortion: 0.0399484 Distortions/cluster: 2.84588e-05 1.64986e-05 4.81569e-35 3.95163e-05 2.90113e-05 2.94707e-05 2.0412e-05 2.29494e-05 1.80876e-05 0.0356196 1.63126e-05 6.73163e-05 0.00391362 8.366e-05 2.37044e-35 4.35604e-05 Variance: 6.76633e-06 Variances/cluster: 7.48856e-08 3.59414e-08 2.67973e-31 3.18642e-07 4.21028e-08 6.28322e-08 3.50681e-08 4.79068e-08 3.85626e-08 0.035575 3.36313e-08 7.54422e-08 0.00391989 9.74749e-08 0 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #273 of 1000; initialization seed = 493581498 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 573642 Distortion: 0.0091428 Distortions/cluster: 0.00872182 2.98108e-05 1.27749e-35 4.67043e-05 2.57855e-05 3.72578e-05 2.27293e-05 7.87896e-05 2.93825e-05 4.07184e-05 4.81569e-35 2.19517e-05 4.6908e-05 1.08283e-34 0 4.09473e-05 Variance: 1.54858e-06 Variances/cluster: 0.156503 7.58485e-08 0 2.74699e-06 5.36033e-08 6.07595e-08 3.66559e-08 1.14177e-07 6.10813e-08 6.9701e-08 2.67973e-31 4.09507e-08 8.44922e-08 0 0 4.38839e-08 -------------------------------------------------------------- Initialization seed trial #274 of 1000; initialization seed = 493581499 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 84 BIC score: 604089 Distortion: 0.00459997 Distortions/cluster: 4.22095e-05 2.30833e-05 2.96057e-05 1.0777e-05 2.23711e-05 2.78453e-05 0.00391362 2.87034e-05 9.64317e-35 0.000297259 2.37044e-35 9.48599e-05 0 4.67043e-05 1.93123e-05 4.36199e-05 Variance: 7.79128e-07 Variances/cluster: 4.87353e-08 7.37255e-08 6.0772e-08 5.49674e-08 4.89362e-08 5.4487e-08 0.00391989 7.51338e-08 6.86694e-32 6.57599e-07 0 1.00799e-07 0 2.74699e-06 6.45688e-08 4.44155e-08 -------------------------------------------------------------- Initialization seed trial #275 of 1000; initialization seed = 493581500 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 571981 Distortion: 0.0093982 Distortions/cluster: 0 1.08283e-34 2.73297e-05 4.67043e-05 7.49308e-05 1.27749e-35 2.29829e-05 0.000297764 0.00872182 1.86216e-05 3.26894e-05 2.53737e-05 3.47506e-05 2.52487e-05 2.87034e-05 4.12855e-05 Variance: 1.59184e-06 Variances/cluster: 0 0 5.31659e-08 2.74699e-06 1.19496e-07 0 3.68864e-08 6.55815e-07 0.156503 6.31039e-08 6.08545e-08 7.24737e-08 6.0946e-08 4.22886e-08 7.51338e-08 4.40575e-08 -------------------------------------------------------------- Initialization seed trial #276 of 1000; initialization seed = 493581501 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 85 BIC score: 573650 Distortion: 0.00914282 Distortions/cluster: 4.67839e-05 0.00872182 2.86463e-05 4.67043e-05 2.96461e-05 1.08283e-34 4.81569e-35 2.29193e-05 3.73047e-05 2.61719e-05 1.27749e-35 4.07957e-05 4.17764e-05 2.14045e-05 7.8852e-05 0 Variance: 1.54858e-06 Variances/cluster: 8.44208e-08 0.156503 7.5181e-08 2.74699e-06 6.24078e-08 0 2.67973e-31 3.68435e-08 6.0737e-08 5.31902e-08 0 6.98334e-08 4.46767e-08 4.07665e-08 1.11995e-07 0 -------------------------------------------------------------- Initialization seed trial #277 of 1000; initialization seed = 493581502 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 57 BIC score: 502778 Distortion: 0.0450335 Distortions/cluster: 3.25482e-05 4.67043e-05 3.69874e-05 3.36824e-05 3.00803e-05 1.08283e-34 2.43786e-05 3.62143e-05 3.00347e-05 2.52784e-05 4.81569e-35 1.27749e-35 1.96949e-05 4.83631e-05 0.0446389 3.05984e-05 Variance: 7.62762e-06 Variances/cluster: 6.08182e-08 2.74699e-06 4.07764e-08 5.91764e-08 7.57631e-08 0 7.18907e-08 2.96805e-07 4.14796e-08 5.15838e-08 2.67973e-31 0 6.41321e-08 4.87489e-08 0.0422886 6.08268e-08 -------------------------------------------------------------- Initialization seed trial #278 of 1000; initialization seed = 493581503 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 572061 Distortion: 0.00940529 Distortions/cluster: 1.27749e-35 4.67839e-05 2.24379e-05 7.79616e-05 1.70273e-05 0 3.73047e-05 2.49574e-05 2.53397e-05 0.000294232 4.67043e-05 1.17609e-05 0.00872182 4.07957e-05 3.81683e-05 1.08283e-34 Variance: 1.59304e-06 Variances/cluster: 0 8.44208e-08 3.6421e-08 1.24528e-07 6.30592e-08 0 6.0737e-08 4.20827e-08 5.42557e-08 6.70177e-07 2.74699e-06 6.18941e-08 0.156503 6.98334e-08 4.09056e-08 0 -------------------------------------------------------------- Initialization seed trial #279 of 1000; initialization seed = 493581504 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 67 BIC score: 497666 Distortion: 0.0491903 Distortions/cluster: 1.44798e-05 3.80062e-05 2.28296e-05 3.54116e-05 1.94305e-05 3.2548e-05 3.42641e-05 2.31325e-05 1.69488e-05 1.79971e-05 2.11957e-05 0.0446389 0.00391362 4.00802e-05 0.000300791 2.06002e-05 Variance: 8.33168e-06 Variances/cluster: 5.81331e-08 7.64653e-08 5.91246e-08 5.87208e-08 3.41445e-08 4.23766e-08 5.60733e-08 5.91436e-08 3.35591e-08 3.87001e-08 7.11044e-08 0.0422886 0.00391989 3.39624e-07 1.87971e-05 4.84553e-08 -------------------------------------------------------------- Initialization seed trial #280 of 1000; initialization seed = 493581505 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 556581 Distortion: 0.0132793 Distortions/cluster: 3.45671e-05 2.33911e-05 3.07206e-05 2.04887e-05 0.00391362 0 1.88548e-05 0.000300791 2.86857e-05 0.00872182 1.56942e-05 3.60168e-05 3.34108e-05 3.09436e-05 2.24209e-05 4.78277e-05 Variance: 2.2492e-06 Variances/cluster: 6.08381e-08 4.97643e-08 4.24868e-08 4.39632e-08 0.00391989 0 3.93591e-08 1.87971e-05 7.37363e-08 0.156503 2.6595e-07 3.36566e-07 3.92111e-08 5.21643e-08 3.63344e-08 8.49246e-08 -------------------------------------------------------------- Initialization seed trial #281 of 1000; initialization seed = 493581506 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 502522 Distortion: 0.0450335 Distortions/cluster: 2.86463e-05 1.92403e-05 1.08283e-34 2.95988e-05 2.35247e-05 3.11248e-05 1.27749e-35 0.0446389 3.33853e-05 3.57241e-05 3.67128e-05 4.67043e-05 4.81569e-35 4.67839e-05 2.2302e-05 4.07957e-05 Variance: 7.62762e-06 Variances/cluster: 7.5181e-08 3.98312e-08 0 6.24396e-08 4.86004e-08 4.31652e-08 0 0.0422886 3.89981e-08 2.95206e-07 5.98708e-08 2.74699e-06 2.67973e-31 8.44208e-08 3.63182e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #282 of 1000; initialization seed = 493581507 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 512089 Distortion: 0.036303 Distortions/cluster: 1.08283e-34 4.67043e-05 2.24379e-05 3.80528e-05 0.0356196 4.04474e-05 0.00029406 2.49832e-05 2.37044e-35 1.80721e-05 3.68885e-05 7.79616e-05 1.27749e-35 4.75489e-05 2.49003e-05 1.14268e-05 Variance: 6.14889e-06 Variances/cluster: 0 2.74699e-06 3.6421e-08 4.08695e-08 0.035575 6.93558e-08 6.71314e-07 5.40713e-08 0 6.38541e-08 6.06519e-08 1.24528e-07 0 8.47307e-08 4.20573e-08 6.14291e-08 -------------------------------------------------------------- Initialization seed trial #283 of 1000; initialization seed = 493581508 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 66 BIC score: 502833 Distortion: 0.045054 Distortions/cluster: 4.67043e-05 3.78274e-05 6.6306e-05 1.1972e-05 4.81569e-35 2.31878e-05 2.1778e-05 1.27749e-35 2.34947e-05 8.33627e-05 2.0165e-05 1.8692e-05 1.08283e-34 3.16589e-05 2.99155e-05 0.0446389 Variance: 7.63109e-06 Variances/cluster: 2.74699e-06 3.00181e-07 7.43933e-08 6.2026e-08 2.67973e-31 7.11229e-08 3.59332e-08 0 4.93545e-08 9.73555e-08 5.0917e-08 3.86161e-08 0 3.80026e-08 4.28552e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #284 of 1000; initialization seed = 493581509 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 603814 Distortion: 0.00459 Distortions/cluster: 2.36116e-05 2.17412e-05 0.00391362 2.86012e-05 1.94952e-05 4.67043e-05 4.18847e-05 2.31056e-05 2.37044e-35 3.35214e-05 7.82999e-05 9.64317e-35 0.000297453 3.48071e-05 2.7154e-05 0 Variance: 7.77439e-07 Variances/cluster: 6.96288e-08 4.10172e-08 0.00391989 7.50627e-08 6.41085e-08 2.74699e-06 4.47925e-08 3.69647e-08 0 6.22874e-08 1.1137e-07 6.86694e-32 6.63905e-07 6.09382e-08 5.30305e-08 0 -------------------------------------------------------------- Initialization seed trial #285 of 1000; initialization seed = 493581510 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 60 BIC score: 501556 Distortion: 0.0453072 Distortions/cluster: 0.0446389 2.01951e-05 2.2666e-05 1.22168e-05 0.000307974 4.90368e-05 1.08283e-34 1.27749e-35 2.38544e-05 3.99696e-05 7.05747e-05 3.58899e-05 2.41249e-05 1.99778e-05 2.19069e-05 1.9883e-05 Variance: 7.67398e-06 Variances/cluster: 0.0422886 4.01458e-08 4.78146e-08 6.20088e-08 1.71076e-05 8.51064e-08 0 0 7.22805e-08 6.86544e-08 1.26015e-07 6.04009e-08 4.07477e-08 3.9092e-08 5.63107e-08 3.4515e-08 -------------------------------------------------------------- Initialization seed trial #286 of 1000; initialization seed = 493581511 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 84 BIC score: 497721 Distortion: 0.0492023 Distortions/cluster: 0.000273205 1.59823e-05 2.80572e-05 1.9982e-05 1.6734e-05 0.00391362 2.27584e-05 4.67839e-05 3.67128e-05 4.07957e-05 0.0446389 1.79171e-05 3.57241e-05 2.73239e-05 4.67043e-05 2.10864e-05 Variance: 8.33372e-06 Variances/cluster: 2.65224e-06 3.50457e-08 4.17481e-08 3.46268e-08 3.4429e-08 0.00391989 6.41033e-08 8.44208e-08 5.98708e-08 6.98334e-08 0.0422886 3.79563e-08 2.95206e-07 5.97849e-08 2.74699e-06 4.85819e-08 -------------------------------------------------------------- Initialization seed trial #287 of 1000; initialization seed = 493581512 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 556207 Distortion: 0.0132929 Distortions/cluster: 4.07957e-05 2.93805e-05 0.000291569 3.67128e-05 1.94477e-05 4.35604e-05 2.26619e-05 0 2.88627e-05 1.91252e-05 3.85388e-05 0.00391362 2.05342e-05 1.94397e-05 0.00872182 4.67839e-05 Variance: 2.2515e-06 Variances/cluster: 6.98334e-08 5.52211e-08 9.52767e-07 5.98708e-08 3.66214e-08 2.7222e-06 4.45186e-08 0 3.71431e-08 3.89481e-08 3.18466e-07 0.00391989 3.50372e-08 6.89294e-08 0.156503 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #288 of 1000; initialization seed = 493581513 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 572505 Distortion: 0.00939133 Distortions/cluster: 0 1.36198e-05 3.67435e-05 4.67839e-05 1.74113e-05 2.83922e-05 2.44321e-05 1.27749e-35 4.98985e-05 0.00872182 4.07957e-05 3.67128e-05 1.08283e-34 0.000299964 2.80488e-05 4.67043e-05 Variance: 1.59067e-06 Variances/cluster: 0 8.72996e-08 4.0642e-08 8.44208e-08 4.40756e-08 7.27947e-08 5.07897e-08 0 5.01448e-08 0.156503 6.98334e-08 5.98708e-08 0 2.5856e-06 4.01798e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #289 of 1000; initialization seed = 493581514 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 497825 Distortion: 0.0491859 Distortions/cluster: 2.35962e-05 2.5213e-05 0.000300791 1.97462e-05 0.00391362 2.23668e-05 3.15515e-05 3.89873e-05 1.18349e-05 2.59708e-05 1.23845e-05 0.0446389 2.86463e-05 2.94354e-05 3.31983e-05 2.95988e-05 Variance: 8.33094e-06 Variances/cluster: 6.95835e-08 5.17675e-08 1.87971e-05 4.07099e-08 0.00391989 3.63646e-08 4.35155e-08 3.38981e-07 5.5545e-08 5.80817e-08 5.18016e-08 0.0422886 7.5181e-08 5.75847e-08 3.88704e-08 6.24396e-08 -------------------------------------------------------------- Initialization seed trial #290 of 1000; initialization seed = 493581515 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 556148 Distortion: 0.0133046 Distortions/cluster: 7.58918e-05 0 0.00872182 2.39625e-05 0.000289533 4.67043e-05 1.96059e-05 3.44908e-05 2.2428e-05 2.16132e-05 0.00391362 1.71592e-05 3.33744e-05 2.35221e-05 2.19617e-05 3.89575e-05 Variance: 2.2535e-06 Variances/cluster: 1.15855e-07 0 0.156503 7.04558e-08 1.01583e-06 2.74699e-06 6.42612e-08 6.09179e-08 4.63348e-08 3.97264e-08 0.00391989 6.75505e-08 6.16704e-08 5.96952e-08 3.59397e-08 4.29957e-08 -------------------------------------------------------------- Initialization seed trial #291 of 1000; initialization seed = 493581516 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 557500 Distortion: 0.01307 Distortions/cluster: 2.35931e-05 0.00872182 1.70273e-05 4.67043e-05 2.60456e-05 2.36378e-05 2.04208e-05 8.37767e-05 2.01822e-05 0 0.00391362 1.13353e-05 6.80765e-05 4.81569e-35 7.33352e-05 2.04183e-05 Variance: 2.21375e-06 Variances/cluster: 5.33732e-08 0.156503 6.37677e-08 2.74699e-06 5.64933e-08 4.09629e-08 4.05139e-08 9.74973e-08 3.98823e-08 0 0.00391989 6.12668e-08 7.62086e-08 2.67973e-31 1.20805e-07 3.49588e-08 -------------------------------------------------------------- Initialization seed trial #292 of 1000; initialization seed = 493581517 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 572531 Distortion: 0.00941432 Distortions/cluster: 0.000313359 1.27749e-35 9.27613e-05 1.56589e-05 4.27239e-05 5.18322e-05 1.80029e-05 1.08283e-34 4.67043e-05 2.42831e-05 1.17151e-05 1.03733e-05 0 4.65154e-05 1.85751e-05 0.00872182 Variance: 1.59457e-06 Variances/cluster: 4.79835e-07 0 1.00928e-07 3.99333e-08 7.72522e-08 5.33745e-08 6.66562e-08 0 2.74699e-06 6.43901e-08 5.5242e-08 4.84578e-08 0 4.48084e-08 6.47015e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #293 of 1000; initialization seed = 493581518 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 501910 Distortion: 0.0452955 Distortions/cluster: 0.000285739 3.72912e-05 3.17196e-05 4.67839e-05 2.18924e-05 0.0446389 2.23787e-05 3.06031e-05 3.67128e-05 4.07957e-05 1.88558e-05 4.35604e-05 2.1676e-05 1.85881e-05 1.08283e-34 1.27749e-35 Variance: 7.672e-06 Variances/cluster: 1.29872e-06 3.15991e-07 3.79843e-08 8.44208e-08 4.61827e-08 0.0422886 5.40499e-08 4.32822e-08 5.98708e-08 6.98334e-08 6.73366e-08 2.7222e-06 3.5824e-08 3.85609e-08 0 0 -------------------------------------------------------------- Initialization seed trial #294 of 1000; initialization seed = 493581519 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 90 BIC score: 572333 Distortion: 0.00939946 Distortions/cluster: 2.74568e-05 2.6026e-05 0.00872182 2.94601e-05 9.70233e-05 3.00803e-05 1.27517e-05 3.08605e-05 1.19718e-05 3.70447e-05 4.29076e-05 2.4081e-05 1.08283e-34 0 0.000307974 1.27749e-35 Variance: 1.59205e-06 Variances/cluster: 5.62588e-08 5.70561e-08 0.156503 5.92563e-08 9.98093e-08 7.57631e-08 5.22441e-08 6.08638e-08 5.56649e-08 4.5899e-08 4.45522e-08 7.10133e-08 0 0 1.71076e-05 0 -------------------------------------------------------------- Initialization seed trial #295 of 1000; initialization seed = 493581520 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 60 BIC score: 604066 Distortion: 0.00457474 Distortions/cluster: 3.67128e-05 3.00268e-05 0 4.07957e-05 4.35604e-05 3.28181e-05 2.39237e-05 4.67839e-05 2.2187e-05 3.26362e-05 1.90838e-05 0.00391362 2.37044e-35 2.97647e-05 9.64317e-35 0.000302829 Variance: 7.74855e-07 Variances/cluster: 5.98708e-08 7.58193e-08 0 6.98334e-08 2.7222e-06 3.86972e-08 5.05741e-08 8.44208e-08 3.62491e-08 4.55773e-08 3.91023e-08 0.00391989 0 6.11135e-08 6.86694e-32 2.6103e-06 -------------------------------------------------------------- Initialization seed trial #296 of 1000; initialization seed = 493581521 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 512762 Distortion: 0.036061 Distortions/cluster: 2.07627e-05 1.08283e-34 7.52938e-05 6.81933e-05 2.57455e-05 1.27749e-35 4.67043e-05 2.21402e-05 1.91272e-05 8.366e-05 0.0356196 2.37044e-35 2.17725e-05 4.81569e-35 2.86463e-05 2.94324e-05 Variance: 6.1079e-06 Variances/cluster: 3.53667e-08 0 1.16543e-07 7.6254e-08 5.26445e-08 0 2.74699e-06 4.13027e-08 3.95156e-08 9.74749e-08 0.035575 0 4.03155e-08 2.67973e-31 7.5181e-08 6.24842e-08 -------------------------------------------------------------- Initialization seed trial #297 of 1000; initialization seed = 493581522 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 604310 Distortion: 0.00457749 Distortions/cluster: 2.39625e-05 3.33687e-05 3.71755e-05 1.96059e-05 0.000299154 3.86825e-05 2.87715e-05 3.33744e-05 4.88847e-05 0 2.67533e-05 3.05799e-05 9.64317e-35 4.35604e-05 2.37044e-35 0.00391362 Variance: 7.75321e-07 Variances/cluster: 7.04558e-08 5.91449e-08 4.08486e-08 6.42612e-08 6.25794e-07 3.17034e-07 7.51155e-08 6.16704e-08 4.90275e-08 0 5.19434e-08 4.1771e-08 6.86694e-32 2.7222e-06 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #298 of 1000; initialization seed = 493581523 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 71 BIC score: 556292 Distortion: 0.0132827 Distortions/cluster: 2.36116e-05 3.00268e-05 0.000300632 4.67043e-05 3.35214e-05 3.26776e-05 2.27887e-05 2.97647e-05 0 0.00872182 1.93288e-05 1.94952e-05 2.22907e-05 0.00391362 3.27146e-05 3.36824e-05 Variance: 2.24978e-06 Variances/cluster: 6.96288e-08 7.58193e-08 2.56921e-06 2.74699e-06 6.22874e-08 4.55715e-08 4.84822e-08 6.11135e-08 0 0.156503 3.96044e-08 6.41085e-08 3.62998e-08 0.00391989 3.86664e-08 5.91764e-08 -------------------------------------------------------------- Initialization seed trial #299 of 1000; initialization seed = 493581524 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 90 BIC score: 688244 Distortion: 0.00070639 Distortions/cluster: 1.08283e-34 1.27749e-35 2.37044e-35 3.27799e-05 4.66957e-05 4.67043e-05 1.91514e-05 4.27239e-05 3.44908e-05 9.36493e-05 9.64317e-35 5.18241e-05 0.000313359 0 2.50109e-05 0 Variance: 1.19646e-07 Variances/cluster: 0 0 0 6.07967e-08 4.51126e-08 2.74699e-06 6.36054e-08 7.72522e-08 6.09179e-08 1.02005e-07 6.86694e-32 5.30928e-08 4.79102e-07 0 7.22633e-08 0 -------------------------------------------------------------- Initialization seed trial #300 of 1000; initialization seed = 493581525 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 75 BIC score: 507319 Distortion: 0.0402016 Distortions/cluster: 2.21668e-05 1.63995e-05 1.78871e-05 0.0356196 4.04593e-05 2.80359e-05 6.73163e-05 2.18494e-05 0.000300791 2.2009e-05 2.37044e-35 0.00391362 1.5766e-05 1.19074e-05 8.366e-05 2.01886e-05 Variance: 6.80922e-06 Variances/cluster: 7.29116e-08 3.41626e-08 3.77328e-08 0.035575 3.37121e-07 4.19035e-08 7.54422e-08 5.31568e-08 1.87971e-05 4.89047e-08 0 0.00391989 3.48005e-08 6.13734e-08 9.74749e-08 3.47439e-08 -------------------------------------------------------------- Initialization seed trial #301 of 1000; initialization seed = 493581526 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 19 BIC score: 557180 Distortion: 0.0130494 Distortions/cluster: 2.07134e-05 2.48906e-05 0.00391362 3.99696e-05 2.13976e-05 2.92997e-05 7.54676e-05 2.98939e-05 4.81569e-35 4.67043e-05 2.06539e-05 2.0013e-05 4.90368e-05 3.58899e-05 0.00872182 0 Variance: 2.21026e-06 Variances/cluster: 3.52227e-08 5.2954e-08 0.00391989 6.86544e-08 4.0293e-08 6.10362e-08 1.14508e-07 7.58668e-08 2.67973e-31 2.74699e-06 4.05738e-08 3.98629e-08 8.51064e-08 6.04009e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #302 of 1000; initialization seed = 493581527 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 572565 Distortion: 0.00940524 Distortions/cluster: 1.15687e-05 0.000307974 4.31034e-05 1.57124e-05 1.27749e-35 5.11104e-05 9.25842e-05 0 1.81104e-05 4.64237e-05 0.00872182 2.42831e-05 1.85751e-05 1.08283e-34 4.36157e-05 1.03559e-05 Variance: 1.59303e-06 Variances/cluster: 5.50715e-08 1.71076e-05 7.72401e-08 3.99676e-08 0 5.27943e-08 1.01065e-07 0 6.65614e-08 4.50675e-08 0.156503 6.43901e-08 6.47015e-08 0 6.59787e-08 4.86037e-08 -------------------------------------------------------------- Initialization seed trial #303 of 1000; initialization seed = 493581528 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 572052 Distortion: 0.00940496 Distortions/cluster: 2.51639e-05 1.08283e-34 1.27749e-35 2.398e-05 1.54704e-05 2.21748e-05 3.5954e-05 4.67043e-05 2.17464e-05 7.87224e-05 4.88691e-05 4.00733e-05 3.78362e-05 0.00872182 0 0.000286448 Variance: 1.59298e-06 Variances/cluster: 4.07136e-08 0 0 5.42484e-08 6.52705e-08 4.90553e-08 6.0407e-08 2.74699e-06 4.07962e-08 1.1408e-07 8.51109e-08 6.87144e-08 4.08563e-08 0.156503 0 1.21367e-06 -------------------------------------------------------------- Initialization seed trial #304 of 1000; initialization seed = 493581529 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 501602 Distortion: 0.0453072 Distortions/cluster: 0.000307974 7.55436e-05 2.35516e-05 2.55507e-05 1.70121e-05 1.15469e-05 4.90368e-05 1.27749e-35 1.08283e-34 0.0446389 2.13182e-05 2.02685e-05 2.02409e-05 3.99696e-05 2.03627e-05 3.58899e-05 Variance: 7.67398e-06 Variances/cluster: 1.71076e-05 1.1445e-07 5.34001e-08 5.62744e-08 6.3711e-08 6.14147e-08 8.51064e-08 0 0 0.0422886 4.02193e-08 4.04524e-08 3.4834e-08 6.86544e-08 3.99233e-08 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #305 of 1000; initialization seed = 493581530 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 572088 Distortion: 0.00938161 Distortions/cluster: 1.70788e-05 4.67839e-05 0.00872182 3.895e-05 1.08283e-34 3.27075e-05 1.95629e-05 0.000300791 1.27749e-35 4.07957e-05 2.80807e-05 3.67128e-05 4.08961e-05 4.08979e-05 1.65312e-05 0 Variance: 1.58903e-06 Variances/cluster: 3.62575e-08 8.44208e-08 0.156503 6.24145e-08 0 4.30891e-08 3.44985e-08 1.87971e-05 0 6.98334e-08 4.88312e-08 5.98708e-08 7.68663e-08 3.37961e-07 3.39419e-08 0 -------------------------------------------------------------- Initialization seed trial #306 of 1000; initialization seed = 493581531 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 501946 Distortion: 0.0452954 Distortions/cluster: 4.07957e-05 3.1481e-05 3.67128e-05 4.67839e-05 2.76135e-05 2.14195e-05 1.84758e-05 1.27749e-35 1.08283e-34 2.97714e-05 2.48801e-05 4.67043e-05 0.0446389 3.57241e-05 1.99557e-05 0.000276144 Variance: 7.67198e-06 Variances/cluster: 6.98334e-08 3.78344e-08 5.98708e-08 8.44208e-08 6.85146e-08 3.5695e-08 3.82485e-08 0 0 4.28328e-08 5.11894e-08 2.74699e-06 0.0422886 2.95206e-07 5.23722e-08 2.07609e-06 -------------------------------------------------------------- Initialization seed trial #307 of 1000; initialization seed = 493581532 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 572202 Distortion: 0.00937623 Distortions/cluster: 0 1.27749e-35 4.08979e-05 0.00872182 2.26639e-05 3.67128e-05 2.40531e-05 2.95988e-05 1.93494e-05 2.86463e-05 4.07957e-05 4.67839e-05 3.32645e-05 3.08525e-05 1.08283e-34 0.000300791 Variance: 1.58811e-06 Variances/cluster: 0 0 3.37961e-07 0.156503 3.66687e-08 5.98708e-08 4.94876e-08 6.24396e-08 3.95656e-08 7.5181e-08 6.98334e-08 8.44208e-08 3.8948e-08 4.32676e-08 0 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #308 of 1000; initialization seed = 493581533 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 82 BIC score: 556099 Distortion: 0.0132901 Distortions/cluster: 4.90368e-05 0 2.05536e-05 1.85706e-05 4.67043e-05 1.60395e-05 3.53035e-05 0.00391362 2.90326e-05 1.67304e-05 2.92125e-05 3.99696e-05 2.23264e-05 0.00872182 0.000300632 3.05004e-05 Variance: 2.25103e-06 Variances/cluster: 8.51064e-08 0 3.51304e-08 3.90922e-08 2.74699e-06 3.50942e-08 5.95142e-08 0.00391989 7.5797e-08 3.44216e-08 6.18859e-08 6.86544e-08 4.71974e-08 0.156503 2.56921e-06 4.44573e-08 -------------------------------------------------------------- Initialization seed trial #309 of 1000; initialization seed = 493581534 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 556234 Distortion: 0.0133049 Distortions/cluster: 1.91514e-05 1.13353e-05 2.50109e-05 3.44908e-05 2.28553e-05 4.07912e-05 0.00391362 0.000294302 2.50233e-05 3.27799e-05 2.19517e-05 7.84034e-05 1.66809e-05 0.00872182 4.67043e-05 0 Variance: 2.25354e-06 Variances/cluster: 6.36054e-08 6.12668e-08 7.22633e-08 6.09179e-08 3.67998e-08 4.38106e-08 0.00391989 6.81199e-07 5.34637e-08 6.07967e-08 4.09507e-08 1.13453e-07 6.20061e-08 0.156503 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #310 of 1000; initialization seed = 493581535 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 572528 Distortion: 0.00940008 Distortions/cluster: 2.11957e-05 2.34427e-05 7.46039e-05 8.39466e-05 0.000307974 0 2.02889e-05 2.42703e-05 1.08283e-34 2.97415e-05 1.27749e-35 2.86463e-05 1.44798e-05 0.00872182 2.67118e-05 2.2963e-05 Variance: 1.59216e-06 Variances/cluster: 7.11044e-08 5.97836e-08 5.10236e-08 1.07891e-07 1.71076e-05 0 4.78358e-08 6.23709e-08 0 6.2346e-08 0 7.5181e-08 5.81331e-08 0.156503 5.36334e-08 4.27574e-08 -------------------------------------------------------------- Initialization seed trial #311 of 1000; initialization seed = 493581536 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 572266 Distortion: 0.00939845 Distortions/cluster: 1.90592e-05 3.43022e-05 4.34882e-05 1.55957e-05 9.6703e-05 0.00872182 2.1099e-05 3.12744e-05 3.02112e-05 0 0.000307974 2.40201e-05 1.27749e-35 2.83349e-05 1.08283e-34 2.45642e-05 Variance: 1.59188e-06 Variances/cluster: 4.62452e-08 4.42558e-08 4.53908e-08 5.97345e-08 9.77699e-08 0.156503 7.05431e-08 6.06044e-08 7.57112e-08 0 1.71076e-05 6.03328e-08 0 5.72371e-08 0 6.41151e-08 -------------------------------------------------------------- Initialization seed trial #312 of 1000; initialization seed = 493581537 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 501841 Distortion: 0.0452793 Distortions/cluster: 0.000300791 1.27749e-35 1.91109e-05 3.07843e-05 0.0446389 1.08283e-34 1.96949e-05 2.22203e-05 3.93166e-05 3.33687e-05 2.97647e-05 3.28638e-05 2.52401e-05 3.28473e-05 2.43786e-05 3.00268e-05 Variance: 7.66926e-06 Variances/cluster: 1.87971e-05 0 3.90779e-08 4.33543e-08 0.0422886 0 6.41321e-08 3.62443e-08 3.38897e-07 5.91449e-08 6.11135e-08 6.08393e-08 5.29095e-08 3.87316e-08 7.18907e-08 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #313 of 1000; initialization seed = 493581538 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 20 BIC score: 556305 Distortion: 0.013313 Distortions/cluster: 0 1.1053e-05 1.97751e-05 0.00391362 1.82737e-05 4.07957e-05 4.67043e-05 7.79444e-05 4.67839e-05 2.25436e-05 0.00872182 1.73625e-05 3.73047e-05 4.02909e-05 2.22499e-05 0.000276439 Variance: 2.25491e-06 Variances/cluster: 0 6.14006e-08 4.74179e-08 0.00391989 6.66869e-08 6.98334e-08 2.74699e-06 1.15292e-07 8.44208e-08 4.12093e-08 0.156503 5.90516e-08 6.0737e-08 4.3601e-08 3.62335e-08 1.33534e-06 -------------------------------------------------------------- Initialization seed trial #314 of 1000; initialization seed = 493581539 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 603787 Distortion: 0.00459679 Distortions/cluster: 2.35463e-05 3.73047e-05 4.07957e-05 2.37044e-35 7.51433e-05 0.00391362 4.67043e-05 2.28165e-05 3.94494e-05 0 2.3351e-05 1.827e-05 9.64317e-35 0.000287296 2.1702e-05 4.67839e-05 Variance: 7.78588e-07 Variances/cluster: 5.84221e-08 6.0737e-08 6.98334e-08 0 1.20798e-07 0.00391989 2.74699e-06 4.67512e-08 4.30632e-08 0 4.05361e-08 6.74115e-08 6.86694e-32 1.13998e-06 3.58077e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #315 of 1000; initialization seed = 493581540 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 555895 Distortion: 0.0133047 Distortions/cluster: 3.48071e-05 1.94952e-05 0.00872182 2.07756e-05 2.10157e-05 2.20832e-05 2.65995e-05 0.0002974 1.89267e-05 0.00391362 3.35214e-05 0 7.57264e-05 4.67043e-05 2.36116e-05 2.86012e-05 Variance: 2.25351e-06 Variances/cluster: 6.09382e-08 6.41085e-08 0.156503 3.53888e-08 4.01791e-08 4.11963e-08 5.26676e-08 6.65271e-07 3.92636e-08 0.00391989 6.22874e-08 0 1.12678e-07 2.74699e-06 6.96288e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #316 of 1000; initialization seed = 493581541 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 572194 Distortion: 0.00939716 Distortions/cluster: 2.03908e-05 1.62628e-05 2.33689e-05 0.00872182 6.73163e-05 1.80652e-05 0 1.6707e-05 1.27749e-35 2.9424e-05 4.17482e-05 1.08283e-34 2.91437e-05 0.000300791 2.84588e-05 8.366e-05 Variance: 1.59166e-06 Variances/cluster: 3.50316e-08 3.55052e-08 4.83785e-08 0.156503 7.54422e-08 3.83513e-08 0 3.4303e-08 0 6.35457e-08 3.39376e-07 0 4.22335e-08 1.87971e-05 7.48856e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #317 of 1000; initialization seed = 493581542 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 572046 Distortion: 0.00941751 Distortions/cluster: 2.19318e-05 8.366e-05 0 2.36418e-05 2.04317e-05 0.000304149 2.31628e-05 0.00872182 2.23227e-05 6.81933e-05 7.70889e-05 1.25053e-05 1.08283e-34 1.92353e-05 1.27749e-35 1.93661e-05 Variance: 1.59511e-06 Variances/cluster: 4.12991e-08 9.74749e-08 0 5.34834e-08 3.49817e-08 1.78889e-05 4.0704e-08 0.156503 5.00468e-08 7.6254e-08 1.26157e-07 6.12955e-08 0 3.95753e-08 0 7.41939e-08 -------------------------------------------------------------- Initialization seed trial #318 of 1000; initialization seed = 493581543 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 572078 Distortion: 0.0094053 Distortions/cluster: 1.27749e-35 4.67839e-05 1.08283e-34 2.28553e-05 0.00872182 0 4.07957e-05 4.67043e-05 1.13353e-05 4.07912e-05 1.66809e-05 3.73047e-05 2.50233e-05 2.19517e-05 0.000294302 7.89562e-05 Variance: 1.59304e-06 Variances/cluster: 0 8.44208e-08 0 3.67998e-08 0.156503 0 6.98334e-08 2.74699e-06 6.12668e-08 4.38106e-08 6.20061e-08 6.0737e-08 5.34637e-08 4.09507e-08 6.81199e-07 1.14088e-07 -------------------------------------------------------------- Initialization seed trial #319 of 1000; initialization seed = 493581544 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 502006 Distortion: 0.0453059 Distortions/cluster: 0.000307974 1.27749e-35 1.82839e-05 3.98175e-05 4.49105e-05 4.09367e-05 8.14657e-05 1.88595e-05 1.08283e-34 0.0446389 3.03027e-05 1.38409e-05 2.31677e-05 9.54477e-06 1.39174e-05 2.39416e-05 Variance: 7.67376e-06 Variances/cluster: 1.71076e-05 0 4.36228e-08 6.05998e-08 7.96223e-08 4.42521e-08 1.05108e-07 5.5127e-08 0 0.0422886 5.15303e-08 5.74125e-08 3.7183e-08 5.2427e-08 7.48023e-08 6.26536e-08 -------------------------------------------------------------- Initialization seed trial #320 of 1000; initialization seed = 493581545 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 498011 Distortion: 0.0491825 Distortions/cluster: 2.23296e-05 1.19159e-05 0.00391362 2.84357e-05 0.000300791 2.17314e-05 0.0446389 3.29907e-05 2.98108e-05 3.03582e-05 2.9512e-05 2.26694e-05 1.91189e-05 3.59057e-05 2.57814e-05 1.86387e-05 Variance: 8.33037e-06 Variances/cluster: 3.63633e-08 2.16593e-07 0.00391989 5.89905e-08 1.87971e-05 4.6037e-08 0.0422886 3.87636e-08 7.58485e-08 4.27543e-08 5.5876e-08 6.6264e-08 3.91743e-08 3.35532e-07 4.70309e-08 6.31616e-08 -------------------------------------------------------------- Initialization seed trial #321 of 1000; initialization seed = 493581546 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 688369 Distortion: 0.00069038 Distortions/cluster: 4.07957e-05 1.27749e-35 2.29791e-05 4.67043e-05 4.20705e-05 0.000297453 4.67839e-05 7.89067e-05 2.7094e-05 2.86012e-05 9.64317e-35 1.08283e-34 0 2.37044e-35 3.73047e-05 2.16866e-05 Variance: 1.16934e-07 Variances/cluster: 6.98334e-08 0 3.68804e-08 2.74699e-06 4.48473e-08 6.63905e-07 8.44208e-08 1.11914e-07 5.30168e-08 7.50627e-08 6.86694e-32 0 0 0 6.0737e-08 4.09915e-08 -------------------------------------------------------------- Initialization seed trial #322 of 1000; initialization seed = 493581547 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 507340 Distortion: 0.0402105 Distortions/cluster: 8.33627e-05 2.0586e-05 0.00391362 0.0356196 1.64943e-05 6.6306e-05 2.00449e-05 2.80572e-05 1.79171e-05 4.67043e-05 1.62203e-05 3.78274e-05 2.5912e-05 2.37044e-35 0.000276927 2.09748e-05 Variance: 6.81072e-06 Variances/cluster: 9.73555e-08 6.41259e-08 0.00391989 0.035575 3.59322e-08 7.43933e-08 3.46757e-08 4.17481e-08 3.79563e-08 2.74699e-06 3.35794e-08 3.00181e-07 5.73226e-08 0 1.93639e-06 4.85483e-08 -------------------------------------------------------------- Initialization seed trial #323 of 1000; initialization seed = 493581548 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 517254 Distortion: 0.0320565 Distortions/cluster: 2.94394e-05 1.27749e-35 4.67043e-05 1.69872e-05 2.16965e-05 0.000302195 1.74803e-05 1.90873e-05 0.0214288 0.00998646 2.88502e-05 1.66812e-05 1.40688e-05 1.37417e-05 0 0.000114322 Variance: 5.42962e-06 Variances/cluster: 7.6659e-08 0 2.74699e-06 3.26021e-08 4.65548e-08 2.518e-06 4.08378e-08 3.40197e-08 3.08226e-05 0.185417 6.20384e-08 4.03867e-08 3.72156e-08 3.39271e-08 0 1.08844e-07 -------------------------------------------------------------- Initialization seed trial #324 of 1000; initialization seed = 493581549 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 497545 Distortion: 0.0491958 Distortions/cluster: 1.8854e-05 2.39573e-05 4.67043e-05 0.0446389 1.85401e-05 2.86923e-05 3.26327e-05 2.0462e-05 3.36824e-05 1.69791e-05 2.51399e-05 3.57241e-05 0.00391362 2.87034e-05 1.60773e-05 0.000297124 Variance: 8.33262e-06 Variances/cluster: 6.32482e-08 4.81995e-08 2.74699e-06 0.0422886 3.89461e-08 4.19442e-08 6.08624e-08 3.50337e-08 5.91764e-08 3.45776e-08 7.24266e-08 2.95206e-07 0.00391989 7.51338e-08 3.52541e-08 6.70654e-07 -------------------------------------------------------------- Initialization seed trial #325 of 1000; initialization seed = 493581550 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 63 BIC score: 572151 Distortion: 0.00940641 Distortions/cluster: 0.00872182 1.08283e-34 2.90275e-05 0.000296957 1.63402e-05 1.27749e-35 8.366e-05 3.95163e-05 1.83957e-05 1.67494e-05 0 2.4037e-05 2.86012e-05 6.73163e-05 4.35604e-05 2.04262e-05 Variance: 1.59323e-06 Variances/cluster: 0.156503 0 4.20652e-08 6.76384e-07 3.36882e-08 0 9.74749e-08 3.18642e-07 3.88878e-08 3.61726e-08 0 4.80697e-08 7.50627e-08 7.54422e-08 2.7222e-06 3.50924e-08 -------------------------------------------------------------- Initialization seed trial #326 of 1000; initialization seed = 493581551 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 512598 Distortion: 0.036303 Distortions/cluster: 2.42831e-05 1.03559e-05 4.31422e-05 1.81104e-05 1.57124e-05 4.62472e-05 0.0356196 1.08283e-34 5.11104e-05 4.31034e-05 1.85751e-05 0.000307974 2.37044e-35 1.15687e-05 9.32357e-05 1.27749e-35 Variance: 6.14888e-06 Variances/cluster: 6.43901e-08 4.86037e-08 6.53614e-08 6.65614e-08 3.99676e-08 4.50273e-08 0.035575 0 5.27943e-08 7.72401e-08 6.47015e-08 1.71076e-05 0 5.50715e-08 1.01334e-07 0 -------------------------------------------------------------- Initialization seed trial #327 of 1000; initialization seed = 493581552 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 501828 Distortion: 0.0453084 Distortions/cluster: 3.80343e-05 1.92126e-05 1.66809e-05 2.4864e-05 2.57806e-05 2.19517e-05 1.08283e-34 1.27749e-35 3.45646e-05 3.27902e-05 0.000294302 1.13353e-05 4.67043e-05 2.50233e-05 0.0446389 7.8237e-05 Variance: 7.67419e-06 Variances/cluster: 4.09375e-08 6.35975e-08 6.20061e-08 7.22565e-08 4.12441e-08 4.09507e-08 0 0 6.09405e-08 6.08158e-08 6.81199e-07 6.12668e-08 2.74699e-06 5.34637e-08 0.0422886 1.13541e-07 -------------------------------------------------------------- Initialization seed trial #328 of 1000; initialization seed = 493581553 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 572156 Distortion: 0.00938573 Distortions/cluster: 0.000297516 2.27283e-05 3.57241e-05 2.87715e-05 2.45786e-05 0 4.07957e-05 3.07205e-05 4.67043e-05 3.67128e-05 1.08283e-34 0.00872182 1.27749e-35 3.3407e-05 1.9463e-05 4.67839e-05 Variance: 1.58972e-06 Variances/cluster: 6.62565e-07 3.67135e-08 2.95206e-07 7.51155e-08 4.87627e-08 0 6.98334e-08 4.3143e-08 2.74699e-06 5.98708e-08 0 0.156503 0 3.90235e-08 3.96358e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #329 of 1000; initialization seed = 493581554 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 79 BIC score: 497839 Distortion: 0.0491896 Distortions/cluster: 3.45671e-05 1.63353e-05 2.20287e-05 2.88493e-05 1.84315e-05 4.78277e-05 3.97025e-05 2.48792e-05 1.67027e-05 0.000296857 1.56942e-05 0.0446389 3.09436e-05 2.36351e-05 2.05663e-05 0.00391362 Variance: 8.33157e-06 Variances/cluster: 6.08381e-08 3.3678e-08 4.37907e-08 4.17465e-08 3.87178e-08 8.49246e-08 3.67573e-07 7.21079e-08 3.61498e-08 1.9788e-05 2.6595e-07 0.0422886 5.21643e-08 5.26351e-08 3.52122e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #330 of 1000; initialization seed = 493581555 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 502418 Distortion: 0.0452927 Distortions/cluster: 1.14899e-05 1.08283e-34 1.07492e-05 4.70304e-05 4.77407e-05 4.15046e-05 1.88487e-05 1.27749e-35 1.89095e-05 0.000300791 1.37304e-05 0.0446389 3.73008e-05 4.12327e-05 2.33027e-05 4.11166e-05 Variance: 7.67152e-06 Variances/cluster: 5.49579e-08 0 4.92926e-08 7.99773e-08 4.88603e-08 3.37398e-07 7.19192e-08 0 4.38594e-08 1.87971e-05 5.91642e-08 0.0422886 4.04528e-08 4.80514e-08 5.86777e-08 6.14545e-08 -------------------------------------------------------------- Initialization seed trial #331 of 1000; initialization seed = 493581556 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 556321 Distortion: 0.0132757 Distortions/cluster: 2.97647e-05 4.27926e-05 3.33687e-05 3.28826e-05 0 3.27799e-05 1.94469e-05 2.51848e-05 3.08604e-05 2.51196e-05 1.89788e-05 2.22203e-05 3.00268e-05 0.00391362 0.000296857 0.00872182 Variance: 2.2486e-06 Variances/cluster: 6.11135e-08 3.68859e-07 5.91449e-08 3.87276e-08 0 6.07967e-08 3.97649e-08 7.23474e-08 4.33394e-08 5.28786e-08 6.34539e-08 3.62443e-08 7.58193e-08 0.00391989 1.9788e-05 0.156503 -------------------------------------------------------------- Initialization seed trial #332 of 1000; initialization seed = 493581557 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 556587 Distortion: 0.0132997 Distortions/cluster: 1.84926e-05 0.00391362 1.67312e-05 8.05325e-05 1.59338e-05 2.85576e-05 3.69095e-05 2.00761e-05 0.00872182 0.000300791 0 2.05404e-05 1.56942e-05 5.84777e-05 2.29706e-05 2.85228e-05 Variance: 2.25265e-06 Variances/cluster: 3.86029e-08 0.00391989 3.59006e-08 9.48257e-08 3.35419e-08 7.37863e-08 3.38578e-07 4.30779e-08 0.156503 1.87971e-05 0 3.51678e-08 2.6595e-07 6.69629e-08 4.98238e-08 4.20653e-08 -------------------------------------------------------------- Initialization seed trial #333 of 1000; initialization seed = 493581558 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 501657 Distortion: 0.045296 Distortions/cluster: 3.82031e-05 4.35604e-05 0.0446389 3.67128e-05 0.000296957 1.08283e-34 1.82397e-05 2.88572e-05 1.98595e-05 1.74003e-05 1.67318e-05 1.27749e-35 4.67839e-05 4.07957e-05 2.86012e-05 2.43848e-05 Variance: 7.67209e-06 Variances/cluster: 3.15692e-07 2.7222e-06 0.0422886 5.98708e-08 6.76384e-07 0 3.8558e-08 4.20011e-08 3.45343e-08 3.45214e-08 3.66089e-08 0 8.44208e-08 6.98334e-08 7.50627e-08 4.8961e-08 -------------------------------------------------------------- Initialization seed trial #334 of 1000; initialization seed = 493581559 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 556411 Distortion: 0.0132828 Distortions/cluster: 0 3.26398e-05 0.00391362 2.25796e-05 2.3754e-05 0.000300791 1.89867e-05 4.67839e-05 4.07957e-05 3.67128e-05 1.25053e-05 2.21257e-05 3.09873e-05 3.93166e-05 0.00872182 1.9419e-05 Variance: 2.2498e-06 Variances/cluster: 0 3.85324e-08 0.00391989 5.00614e-08 5.33749e-08 1.87971e-05 3.9144e-08 8.44208e-08 6.98334e-08 5.98708e-08 6.12955e-08 3.6149e-08 4.34566e-08 3.38897e-07 0.156503 7.41129e-08 -------------------------------------------------------------- Initialization seed trial #335 of 1000; initialization seed = 493581560 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 534619 Distortion: 0.02207 Distortions/cluster: 0 2.58158e-05 1.78723e-05 3.09579e-05 0.0214219 3.28301e-05 0.000300791 2.16654e-05 1.27749e-35 2.17089e-05 4.42496e-05 2.37044e-35 2.22198e-05 1.13353e-05 1.08283e-34 0.000118617 Variance: 3.73814e-06 Variances/cluster: 0 5.63618e-08 6.52224e-08 4.31131e-08 3.22513e-05 3.87113e-08 1.87971e-05 4.90123e-08 0 4.50347e-08 3.42978e-07 0 3.62434e-08 6.12668e-08 0 1.10306e-07 -------------------------------------------------------------- Initialization seed trial #336 of 1000; initialization seed = 493581561 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 501983 Distortion: 0.0453166 Distortions/cluster: 1.64961e-05 1.99777e-05 6.6306e-05 1.60024e-05 0.0446389 4.67043e-05 8.33627e-05 2.03065e-05 1.78151e-05 1.59696e-05 2.19928e-05 0.000286879 2.80572e-05 1.08283e-34 1.27749e-35 3.78274e-05 Variance: 7.67558e-06 Variances/cluster: 3.42214e-08 3.45594e-08 7.43933e-08 6.61203e-08 0.0422886 2.74699e-06 9.73555e-08 4.91638e-08 3.78203e-08 3.50948e-08 4.83317e-08 1.17565e-06 4.17481e-08 0 0 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #337 of 1000; initialization seed = 493581562 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 557433 Distortion: 0.0130424 Distortions/cluster: 2.40007e-05 2.29193e-05 3.38382e-05 4.81569e-35 0.00872182 4.17764e-05 2.62276e-05 0 7.77832e-05 2.86463e-05 0.00391362 1.91074e-05 4.67043e-05 2.18621e-05 3.44908e-05 2.96461e-05 Variance: 2.20909e-06 Variances/cluster: 6.9951e-08 3.68435e-08 6.22972e-08 2.67973e-31 0.156503 4.46767e-08 5.33033e-08 0 1.11427e-07 7.5181e-08 0.00391989 6.36709e-08 2.74699e-06 4.12453e-08 6.09179e-08 6.24078e-08 -------------------------------------------------------------- Initialization seed trial #338 of 1000; initialization seed = 493581563 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 501815 Distortion: 0.0453084 Distortions/cluster: 0.0446389 3.81032e-05 2.53737e-05 2.5619e-05 1.86216e-05 1.27749e-35 2.51786e-05 1.69949e-05 1.13443e-05 3.44908e-05 1.08283e-34 3.2949e-05 0.000294241 7.74101e-05 2.24379e-05 4.67043e-05 Variance: 7.67418e-06 Variances/cluster: 0.0422886 4.08797e-08 7.24737e-08 5.42726e-08 6.31039e-08 0 4.22419e-08 6.17951e-08 6.13155e-08 6.09179e-08 0 6.08843e-08 6.81057e-07 1.23845e-07 3.6421e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #339 of 1000; initialization seed = 493581564 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 557430 Distortion: 0.0130424 Distortions/cluster: 0 0.00391362 2.19964e-05 4.81569e-35 7.84947e-05 4.67043e-05 2.97415e-05 4.09224e-05 1.89386e-05 2.29193e-05 3.44908e-05 2.52237e-05 3.27799e-05 0.00872182 2.86463e-05 2.61316e-05 Variance: 2.20908e-06 Variances/cluster: 0 0.00391989 4.09577e-08 2.67973e-31 1.13421e-07 2.74699e-06 6.2346e-08 4.38573e-08 6.33195e-08 3.68435e-08 6.09179e-08 7.24593e-08 6.07967e-08 0.156503 7.5181e-08 5.32163e-08 -------------------------------------------------------------- Initialization seed trial #340 of 1000; initialization seed = 493581565 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 502165 Distortion: 0.0450528 Distortions/cluster: 4.81569e-35 2.0808e-05 2.20807e-05 3.99696e-05 3.58899e-05 1.91476e-05 1.27749e-35 2.57455e-05 4.67043e-05 2.86463e-05 2.94324e-05 1.08283e-34 4.90368e-05 7.46746e-05 2.17786e-05 0.0446389 Variance: 7.6309e-06 Variances/cluster: 2.67973e-31 3.53837e-08 4.13459e-08 6.86544e-08 6.04009e-08 3.94762e-08 0 5.26445e-08 2.74699e-06 7.5181e-08 6.24842e-08 0 8.51064e-08 1.15944e-07 4.02523e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #341 of 1000; initialization seed = 493581566 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 501839 Distortion: 0.0452888 Distortions/cluster: 3.34124e-05 1.08283e-34 2.51399e-05 1.27749e-35 0.000297331 0.0446389 1.97766e-05 1.8854e-05 3.26327e-05 4.67043e-05 3.57241e-05 3.36824e-05 2.23215e-05 2.86012e-05 2.4344e-05 3.13998e-05 Variance: 7.67087e-06 Variances/cluster: 3.90297e-08 0 7.24266e-08 0 6.66606e-07 0.0422886 4.02742e-08 6.32482e-08 6.08624e-08 2.74699e-06 2.95206e-07 5.91764e-08 3.63501e-08 7.50627e-08 4.84897e-08 4.33662e-08 -------------------------------------------------------------- Initialization seed trial #342 of 1000; initialization seed = 493581567 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 556461 Distortion: 0.0133028 Distortions/cluster: 1.22168e-05 2.75514e-05 2.28449e-05 2.10572e-05 1.4563e-05 1.60619e-05 4.01753e-05 6.73163e-05 2.14891e-05 2.41418e-05 0.00872182 0.00391362 8.366e-05 0 0.000300791 1.55112e-05 Variance: 2.25319e-06 Variances/cluster: 6.20088e-08 3.62964e-08 4.78888e-08 3.54457e-08 3.54296e-08 3.70913e-08 3.40429e-07 7.54422e-08 5.59559e-08 7.22754e-08 0.156503 0.00391989 9.74749e-08 0 1.87971e-05 3.61534e-08 -------------------------------------------------------------- Initialization seed trial #343 of 1000; initialization seed = 493581568 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 75 BIC score: 688394 Distortion: 0.00068782 Distortions/cluster: 1.08283e-34 7.88982e-05 2.04166e-05 2.11906e-05 4.18341e-05 1.27749e-35 0.000307974 4.07957e-05 4.67839e-05 2.18167e-05 3.73047e-05 4.31539e-05 2.7651e-05 9.64317e-35 2.37044e-35 0 Variance: 1.16501e-07 Variances/cluster: 0 1.08367e-07 4.05056e-08 4.04364e-08 6.31881e-08 0 1.71076e-05 6.98334e-08 8.44208e-08 3.64177e-08 6.0737e-08 7.73306e-08 4.94604e-08 6.86694e-32 0 0 -------------------------------------------------------------- Initialization seed trial #344 of 1000; initialization seed = 493581569 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 92 BIC score: 572577 Distortion: 0.0094143 Distortions/cluster: 5.18241e-05 9.27613e-05 9.00842e-06 0.000312931 4.27239e-05 1.27749e-35 1.82839e-05 1.08283e-34 1.37663e-05 4.67043e-05 0.00872182 1.94895e-05 0 4.65189e-05 1.39001e-05 2.45642e-05 Variance: 1.59456e-06 Variances/cluster: 5.30928e-08 1.00928e-07 5.11677e-08 4.79179e-07 7.72522e-08 0 4.36228e-08 0 5.73413e-08 2.74699e-06 0.156503 5.535e-08 0 4.50724e-08 7.59336e-08 6.41151e-08 -------------------------------------------------------------- Initialization seed trial #345 of 1000; initialization seed = 493581570 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 56 BIC score: 709324 Distortion: 0.000437521 Distortions/cluster: 3.70447e-05 3.99696e-05 3.58899e-05 4.81569e-35 4.29076e-05 4.90368e-05 0 9.75704e-05 3.00803e-05 1.08283e-34 3.08605e-05 9.64317e-35 2.37044e-35 4.67043e-05 1.27749e-35 2.74568e-05 Variance: 7.41059e-08 Variances/cluster: 4.5899e-08 6.86544e-08 6.04009e-08 2.67973e-31 4.45522e-08 8.51064e-08 0 1.00269e-07 7.57631e-08 0 6.08638e-08 6.86694e-32 0 2.74699e-06 0 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #346 of 1000; initialization seed = 493581571 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 572262 Distortion: 0.00941105 Distortions/cluster: 2.67265e-05 2.33822e-05 2.68122e-05 9.6641e-05 0 3.71301e-05 4.25881e-05 3.36177e-05 0.000295226 1.08283e-34 1.27749e-35 1.15485e-05 3.14446e-05 1.74113e-05 4.67043e-05 0.00872182 Variance: 1.59401e-06 Variances/cluster: 6.11389e-08 5.01603e-08 5.64417e-08 9.9416e-08 0 4.59479e-08 4.44513e-08 7.38619e-08 6.45954e-07 0 0 6.14228e-08 7.95811e-08 6.3309e-08 2.74699e-06 0.156503 -------------------------------------------------------------- Initialization seed trial #347 of 1000; initialization seed = 493581572 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 688853 Distortion: 0.000690552 Distortions/cluster: 4.26467e-05 4.44505e-05 0 4.96428e-05 2.23127e-05 2.30833e-05 1.08283e-34 1.91944e-05 9.46155e-05 9.64317e-35 4.60738e-05 1.27749e-35 2.96641e-05 0.000307974 1.08941e-05 2.37044e-35 Variance: 1.16963e-07 Variances/cluster: 6.43184e-08 4.47148e-08 0 5.17595e-08 4.89156e-08 7.37255e-08 0 6.439e-08 1.0151e-07 6.86694e-32 7.8618e-08 0 6.07671e-08 1.71076e-05 5.52826e-08 0 -------------------------------------------------------------- Initialization seed trial #348 of 1000; initialization seed = 493581573 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 501968 Distortion: 0.0452958 Distortions/cluster: 1.58102e-05 3.33853e-05 1.91469e-05 4.35604e-05 2.35726e-05 1.12608e-05 3.82031e-05 0.000294184 4.07957e-05 1.08283e-34 2.2302e-05 1.27749e-35 3.67128e-05 4.67839e-05 0.0446389 3.11675e-05 Variance: 7.67205e-06 Variances/cluster: 6.15136e-08 3.89981e-08 3.98025e-08 2.7222e-06 4.9414e-08 6.11949e-08 3.15692e-07 6.95413e-07 6.98334e-08 0 3.63182e-08 0 5.98708e-08 8.44208e-08 0.0422886 4.31645e-08 -------------------------------------------------------------- Initialization seed trial #349 of 1000; initialization seed = 493581574 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 556119 Distortion: 0.0132832 Distortions/cluster: 2.84588e-05 4.67839e-05 2.95309e-05 1.6029e-05 4.08979e-05 2.37154e-05 0.00391362 4.07957e-05 0.000300791 2.84467e-05 1.83306e-05 0 1.66986e-05 0.00872182 2.06045e-05 3.67128e-05 Variance: 2.24987e-06 Variances/cluster: 7.48856e-08 8.44208e-08 6.28266e-08 3.36008e-08 3.37961e-07 4.93e-08 0.00391989 6.98334e-08 1.87971e-05 4.19531e-08 3.83449e-08 0 3.59078e-08 0.156503 3.52174e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #350 of 1000; initialization seed = 493581575 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 603784 Distortion: 0.0045968 Distortions/cluster: 3.61391e-05 2.1702e-05 4.90368e-05 2.35463e-05 7.45907e-05 3.94494e-05 4.67043e-05 0.00391362 0.000287362 1.83211e-05 2.27002e-05 0 4.0274e-05 9.64317e-35 2.3351e-05 2.37044e-35 Variance: 7.78591e-07 Variances/cluster: 6.1129e-08 3.58077e-08 8.51064e-08 5.84221e-08 1.20103e-07 4.30632e-08 2.74699e-06 0.00391989 1.14024e-06 6.73515e-08 4.66084e-08 0 6.8705e-08 6.86694e-32 4.05361e-08 0 -------------------------------------------------------------- Initialization seed trial #351 of 1000; initialization seed = 493581576 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 572299 Distortion: 0.00940812 Distortions/cluster: 9.7061e-05 2.23127e-05 1.91944e-05 0.00872182 4.67043e-05 1.08283e-34 2.85345e-05 1.27749e-35 0.000299093 3.80351e-05 2.96641e-05 2.30833e-05 4.29557e-05 1.08941e-05 2.87715e-05 0 Variance: 1.59352e-06 Variances/cluster: 9.98481e-08 4.89156e-08 6.439e-08 0.156503 2.74699e-06 0 5.57265e-08 0 6.1791e-07 4.64357e-08 6.07671e-08 7.37255e-08 4.4556e-08 5.52826e-08 7.51155e-08 0 -------------------------------------------------------------- Initialization seed trial #352 of 1000; initialization seed = 493581577 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 573886 Distortion: 0.00917257 Distortions/cluster: 4.81569e-35 0.00872182 2.38528e-05 3.50604e-05 0 1.27749e-35 8.366e-05 2.23764e-05 1.68585e-05 8.93933e-05 2.88211e-05 2.46319e-05 1.11993e-05 4.67043e-05 1.08283e-34 6.81933e-05 Variance: 1.55362e-06 Variances/cluster: 2.67973e-31 0.156503 5.34769e-08 4.73738e-08 0 0 9.74749e-08 4.03142e-08 6.3853e-08 1.03455e-07 4.44042e-08 5.70136e-08 6.08605e-08 2.74699e-06 0 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #353 of 1000; initialization seed = 493581578 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 79 BIC score: 572451 Distortion: 0.00940829 Distortions/cluster: 0 1.55113e-05 3.42791e-05 0.000277677 1.08283e-34 1.27749e-35 3.88937e-05 9.39765e-05 2.45642e-05 2.15595e-05 4.41462e-05 0.00872182 4.64548e-05 1.87746e-05 4.67043e-05 2.39335e-05 Variance: 1.59355e-06 Variances/cluster: 0 5.94113e-08 5.79967e-08 1.83876e-06 0 0 7.16218e-08 1.00393e-07 6.41151e-08 7.08973e-08 4.46332e-08 0.156503 5.03247e-08 4.61142e-08 2.74699e-06 6.01153e-08 -------------------------------------------------------------- Initialization seed trial #354 of 1000; initialization seed = 493581579 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 572327 Distortion: 0.00940775 Distortions/cluster: 1.08283e-34 0 0.00872182 2.41322e-05 2.94601e-05 2.61887e-05 1.25394e-05 2.87034e-05 1.27749e-35 4.22095e-05 1.19718e-05 0.000297696 4.67043e-05 9.48599e-05 4.36199e-05 2.78453e-05 Variance: 1.59345e-06 Variances/cluster: 0 0 0.156503 7.09548e-08 5.92563e-08 5.71621e-08 5.20141e-08 7.51338e-08 0 4.87353e-08 5.56649e-08 6.57112e-07 2.74699e-06 1.00799e-07 4.44155e-08 5.4487e-08 -------------------------------------------------------------- Initialization seed trial #355 of 1000; initialization seed = 493581580 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 571994 Distortion: 0.0093982 Distortions/cluster: 2.50109e-05 7.82999e-05 1.91514e-05 0.00872182 2.86012e-05 4.20705e-05 4.67043e-05 1.27749e-35 0 0.000297453 2.7094e-05 2.17412e-05 3.44908e-05 3.27799e-05 1.08283e-34 2.29791e-05 Variance: 1.59184e-06 Variances/cluster: 7.22633e-08 1.1137e-07 6.36054e-08 0.156503 7.50627e-08 4.48473e-08 2.74699e-06 0 0 6.63905e-07 5.30168e-08 4.10172e-08 6.09179e-08 6.07967e-08 0 3.68804e-08 -------------------------------------------------------------- Initialization seed trial #356 of 1000; initialization seed = 493581581 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 501565 Distortion: 0.0453162 Distortions/cluster: 4.07184e-05 2.05723e-05 4.6908e-05 1.90162e-05 0.000283138 1.68659e-05 2.18366e-05 3.72578e-05 1.08283e-34 2.58509e-05 1.27749e-35 2.20365e-05 0.0446389 2.1904e-05 4.67043e-05 7.44656e-05 Variance: 7.67551e-06 Variances/cluster: 6.9701e-08 3.51022e-08 8.44922e-08 3.93675e-08 9.07417e-07 7.84399e-08 4.70573e-08 6.07595e-08 0 7.26092e-08 0 4.04302e-08 0.0422886 4.12468e-08 2.74699e-06 1.1616e-07 -------------------------------------------------------------- Initialization seed trial #357 of 1000; initialization seed = 493581582 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 20 BIC score: 497954 Distortion: 0.049217 Distortions/cluster: 1.19275e-05 2.73776e-05 8.37767e-05 1.55505e-05 8.02883e-06 2.32767e-05 6.80765e-05 1.41315e-05 0.00391362 1.95749e-05 1.39934e-05 2.23328e-05 1.63014e-05 4.32487e-05 0.000296857 0.0446389 Variance: 8.33621e-06 Variances/cluster: 6.21171e-08 4.11658e-08 9.74973e-08 3.40991e-08 3.84111e-08 5.08183e-08 7.62086e-08 3.03216e-08 0.00391989 5.13731e-08 3.23145e-08 7.00033e-08 3.72143e-08 3.69605e-07 1.9788e-05 0.0422886 -------------------------------------------------------------- Initialization seed trial #358 of 1000; initialization seed = 493581583 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 497489 Distortion: 0.0492026 Distortions/cluster: 0.00029679 3.55836e-05 2.71231e-05 2.43213e-05 3.53035e-05 1.54709e-05 1.8587e-05 1.42384e-05 0.00391362 1.69377e-05 0.0446389 3.99696e-05 1.43503e-05 4.90368e-05 4.67043e-05 1.55986e-05 Variance: 8.33377e-06 Variances/cluster: 6.98274e-07 2.96496e-07 7.45082e-08 4.74982e-08 5.95142e-08 3.80083e-08 3.34259e-08 3.7466e-08 0.00391989 3.26323e-08 0.0422886 6.86544e-08 3.42459e-08 8.51064e-08 2.74699e-06 3.61884e-08 -------------------------------------------------------------- Initialization seed trial #359 of 1000; initialization seed = 493581584 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 604106 Distortion: 0.00457423 Distortions/cluster: 1.52252e-05 3.5512e-05 4.14153e-05 0.000300791 1.54021e-05 2.37044e-35 3.81223e-05 3.50838e-05 0 2.80626e-05 2.66834e-05 9.64317e-35 0.00391362 3.99696e-05 3.53035e-05 4.90368e-05 Variance: 7.74768e-07 Variances/cluster: 5.21358e-08 5.82116e-08 3.39431e-07 1.87971e-05 3.08006e-08 0 7.63913e-08 4.32028e-08 0 3.60207e-08 5.11127e-08 6.86694e-32 0.00391989 6.86544e-08 5.95142e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #360 of 1000; initialization seed = 493581585 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 557385 Distortion: 0.0130729 Distortions/cluster: 6.81933e-05 8.366e-05 1.7094e-05 2.04268e-05 1.48634e-05 1.99591e-05 0.00391362 2.92826e-05 2.48846e-05 0.00872182 2.86463e-05 4.81569e-35 0 4.67043e-05 9.04966e-06 7.4696e-05 Variance: 2.21424e-06 Variances/cluster: 7.6254e-08 9.74749e-08 3.74015e-08 3.95065e-08 3.67863e-08 3.80141e-08 0.00391989 6.25646e-08 5.19465e-08 0.156503 7.5181e-08 2.67973e-31 0 2.74699e-06 3.49368e-08 1.16157e-07 -------------------------------------------------------------- Initialization seed trial #361 of 1000; initialization seed = 493581586 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 502386 Distortion: 0.0450459 Distortions/cluster: 2.97647e-05 2.46633e-05 3.00268e-05 7.69665e-05 4.67043e-05 2.57254e-05 1.08283e-34 1.94117e-05 0.0446389 4.81569e-35 2.24255e-05 3.28638e-05 4.07683e-05 2.31561e-05 1.27749e-35 3.44908e-05 Variance: 7.62972e-06 Variances/cluster: 6.11135e-08 7.20923e-08 7.58193e-08 1.15382e-07 2.74699e-06 5.38139e-08 0 6.38337e-08 0.0422886 2.67973e-31 3.64008e-08 6.08393e-08 4.3739e-08 4.15689e-08 0 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #362 of 1000; initialization seed = 493581587 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 501660 Distortion: 0.0452935 Distortions/cluster: 0.000300632 3.05004e-05 2.05094e-05 3.67128e-05 4.67043e-05 2.23264e-05 0.0446389 1.6532e-05 1.85706e-05 4.67839e-05 4.07957e-05 2.92125e-05 1.27749e-35 1.08283e-34 1.62792e-05 2.90326e-05 Variance: 7.67167e-06 Variances/cluster: 2.56921e-06 4.44573e-08 3.51147e-08 5.98708e-08 2.74699e-06 4.71974e-08 0.0422886 3.59359e-08 3.90922e-08 8.44208e-08 6.98334e-08 6.18859e-08 0 0 3.36317e-08 7.5797e-08 -------------------------------------------------------------- Initialization seed trial #363 of 1000; initialization seed = 493581588 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 556309 Distortion: 0.0132826 Distortions/cluster: 3.30006e-05 0.00391362 3.33853e-05 0 4.35604e-05 2.24758e-05 1.93914e-05 2.95988e-05 0.000302829 3.35214e-05 3.36824e-05 2.36116e-05 0.00872182 2.86463e-05 1.94952e-05 2.39374e-05 Variance: 2.24976e-06 Variances/cluster: 4.55769e-08 0.00391989 3.89981e-08 0 2.7222e-06 3.64825e-08 3.99784e-08 6.24396e-08 2.6103e-06 6.22874e-08 5.91764e-08 6.96288e-08 0.156503 7.5181e-08 6.41085e-08 4.9453e-08 -------------------------------------------------------------- Initialization seed trial #364 of 1000; initialization seed = 493581589 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 557593 Distortion: 0.0130508 Distortions/cluster: 1.65273e-05 1.62843e-05 8.33627e-05 0.00391362 2.05094e-05 6.6306e-05 4.67043e-05 4.81569e-35 0 2.92125e-05 2.85287e-05 2.90326e-05 2.26942e-05 0.00872182 3.78274e-05 1.84101e-05 Variance: 2.21051e-06 Variances/cluster: 3.59257e-08 3.36423e-08 9.73555e-08 0.00391989 3.51147e-08 7.43933e-08 2.74699e-06 2.67973e-31 0 6.18859e-08 4.18887e-08 7.5797e-08 4.78737e-08 0.156503 3.00181e-07 3.88362e-08 -------------------------------------------------------------- Initialization seed trial #365 of 1000; initialization seed = 493581590 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 501846 Distortion: 0.0452794 Distortions/cluster: 2.86463e-05 2.23668e-05 3.3194e-05 1.08283e-34 0.0446389 0.000300791 4.08979e-05 1.93516e-05 2.95988e-05 3.33687e-05 2.39374e-05 3.13364e-05 2.52237e-05 1.27749e-35 1.89386e-05 3.27799e-05 Variance: 7.66927e-06 Variances/cluster: 7.5181e-08 3.63646e-08 3.8911e-08 0 0.0422886 1.87971e-05 3.37961e-07 3.98963e-08 6.24396e-08 5.91449e-08 4.9453e-08 4.33384e-08 7.24593e-08 0 6.33195e-08 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #366 of 1000; initialization seed = 493581591 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 87 BIC score: 501856 Distortion: 0.0452792 Distortions/cluster: 0.0446389 2.40209e-05 3.33687e-05 2.86463e-05 2.95988e-05 2.23668e-05 1.97462e-05 3.10925e-05 2.5213e-05 0.000296857 3.31983e-05 4.32487e-05 1.96059e-05 1.27749e-35 1.08283e-34 3.33158e-05 Variance: 7.66924e-06 Variances/cluster: 0.0422886 7.04205e-08 5.91449e-08 7.5181e-08 6.24396e-08 3.63646e-08 4.07099e-08 4.29417e-08 5.17675e-08 1.9788e-05 3.88704e-08 3.69605e-07 6.42612e-08 0 0 6.16762e-08 -------------------------------------------------------------- Initialization seed trial #367 of 1000; initialization seed = 493581592 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 79 BIC score: 688493 Distortion: 0.000693074 Distortions/cluster: 0 1.96059e-05 3.35278e-05 9.48599e-05 4.36199e-05 1.08283e-34 1.27749e-35 0.000297696 4.67043e-05 4.22095e-05 2.78453e-05 2.36116e-05 9.64317e-35 2.87034e-05 2.37044e-35 3.469e-05 Variance: 1.17391e-07 Variances/cluster: 0 6.42612e-08 6.21839e-08 1.00799e-07 4.44155e-08 0 0 6.57112e-07 2.74699e-06 4.87353e-08 5.4487e-08 6.96288e-08 6.86694e-32 7.51338e-08 0 6.09466e-08 -------------------------------------------------------------- Initialization seed trial #368 of 1000; initialization seed = 493581593 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 571966 Distortion: 0.00939785 Distortions/cluster: 1.08283e-34 2.73503e-05 1.41871e-05 2.38315e-05 1.27749e-35 2.31608e-05 3.90287e-05 7.2916e-05 0.00872182 2.14173e-05 0.000307974 2.12848e-05 4.07957e-05 4.67839e-05 3.73047e-05 0 Variance: 1.59178e-06 Variances/cluster: 0 7.06671e-08 3.71358e-08 4.05259e-08 0 6.20876e-08 4.28849e-08 1.23366e-07 0.156503 3.5632e-08 1.71076e-05 7.0708e-08 6.98334e-08 8.44208e-08 6.0737e-08 0 -------------------------------------------------------------- Initialization seed trial #369 of 1000; initialization seed = 493581594 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 572325 Distortion: 0.00937403 Distortions/cluster: 3.29053e-05 1.86216e-05 3.82667e-05 3.30827e-05 1.08283e-34 2.11079e-05 3.36824e-05 3.91365e-05 0 2.53737e-05 3.63717e-05 0.000300791 4.02428e-05 0.00872182 3.26327e-05 1.27749e-35 Variance: 1.58774e-06 Variances/cluster: 3.86179e-08 6.31039e-08 6.19149e-08 5.32682e-08 0 3.55909e-08 5.91764e-08 7.6582e-08 0 7.24737e-08 4.41902e-08 1.87971e-05 3.38136e-07 0.156503 6.08624e-08 0 -------------------------------------------------------------- Initialization seed trial #370 of 1000; initialization seed = 493581595 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 511576 Distortion: 0.0361517 Distortions/cluster: 1.25053e-05 1.90983e-05 1.6356e-05 1.53857e-05 1.47841e-05 2.18497e-05 0.00391362 0.000300791 1.46284e-05 0.0102929 1.92665e-05 4.18182e-05 0 0.0214317 1.48642e-05 2.22171e-05 Variance: 6.12326e-06 Variances/cluster: 6.12955e-08 3.39789e-08 4.09882e-08 3.63696e-08 3.44587e-08 5.01097e-08 0.00391989 1.87971e-05 3.53312e-08 9.98937e-06 7.40964e-08 3.4273e-07 0 3.00065e-05 3.20322e-08 5.17834e-08 -------------------------------------------------------------- Initialization seed trial #371 of 1000; initialization seed = 493581596 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 511939 Distortion: 0.0362992 Distortions/cluster: 2.17412e-05 2.33822e-05 7.78554e-05 3.34833e-05 2.37044e-35 2.86012e-05 4.67043e-05 2.67265e-05 3.15785e-05 0.000297453 1.08283e-34 1.27749e-35 4.20705e-05 2.7094e-05 0.0356196 2.29791e-05 Variance: 6.14824e-06 Variances/cluster: 4.10172e-08 5.01603e-08 1.10895e-07 7.37285e-08 0 7.50627e-08 2.74699e-06 6.11389e-08 7.97183e-08 6.63905e-07 0 0 4.48473e-08 5.30168e-08 0.035575 3.68804e-08 -------------------------------------------------------------- Initialization seed trial #372 of 1000; initialization seed = 493581597 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 501734 Distortion: 0.0453071 Distortions/cluster: 2.31325e-05 4.20705e-05 2.11957e-05 7.78554e-05 0.0446389 1.44798e-05 2.17412e-05 1.08283e-34 2.7094e-05 2.06002e-05 2.29791e-05 2.42703e-05 1.27749e-35 0.000297453 2.86012e-05 4.67043e-05 Variance: 7.67397e-06 Variances/cluster: 5.91436e-08 4.48473e-08 7.11044e-08 1.10895e-07 0.0422886 5.81331e-08 4.10172e-08 0 5.30168e-08 4.84553e-08 3.68804e-08 6.23709e-08 0 6.63905e-07 7.50627e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #373 of 1000; initialization seed = 493581598 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 508536 Distortion: 0.0399552 Distortions/cluster: 6.6306e-05 3.78274e-05 8.33627e-05 4.81569e-35 0.00391362 2.86463e-05 2.95988e-05 2.35247e-05 3.11248e-05 2.37044e-35 0.0356196 3.33853e-05 0 4.67043e-05 2.2302e-05 1.92403e-05 Variance: 6.76748e-06 Variances/cluster: 7.43933e-08 3.00181e-07 9.73555e-08 2.67973e-31 0.00391989 7.5181e-08 6.24396e-08 4.86004e-08 4.31652e-08 0 0.035575 3.89981e-08 0 2.74699e-06 3.63182e-08 3.98312e-08 -------------------------------------------------------------- Initialization seed trial #374 of 1000; initialization seed = 493581599 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 66 BIC score: 501656 Distortion: 0.045296 Distortions/cluster: 0.000296957 1.08283e-34 1.63402e-05 3.86854e-05 4.35604e-05 2.90275e-05 0.0446389 2.4037e-05 1.83957e-05 1.27749e-35 3.99696e-05 1.67494e-05 4.90368e-05 3.53035e-05 2.86012e-05 2.04262e-05 Variance: 7.67209e-06 Variances/cluster: 6.76384e-07 0 3.36882e-08 3.17057e-07 2.7222e-06 4.20652e-08 0.0422886 4.80697e-08 3.88878e-08 0 6.86544e-08 3.61726e-08 8.51064e-08 5.95142e-08 7.50627e-08 3.50924e-08 -------------------------------------------------------------- Initialization seed trial #375 of 1000; initialization seed = 493581600 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 572246 Distortion: 0.00940668 Distortions/cluster: 1.56468e-05 2.87715e-05 0.00872182 2.45642e-05 2.10477e-05 0.000299528 4.67043e-05 1.08283e-34 1.90592e-05 2.40201e-05 1.27749e-35 2.85345e-05 3.79713e-05 9.62056e-05 4.28031e-05 0 Variance: 1.59327e-06 Variances/cluster: 5.97016e-08 7.51155e-08 0.156503 6.41151e-08 7.06079e-08 6.17534e-07 2.74699e-06 0 4.62452e-08 6.03328e-08 0 5.57265e-08 4.64145e-08 9.88664e-08 4.449e-08 0 -------------------------------------------------------------- Initialization seed trial #376 of 1000; initialization seed = 493581601 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 572207 Distortion: 0.00937608 Distortions/cluster: 4.32487e-05 0.000296857 2.92997e-05 3.0572e-05 3.30845e-05 2.25278e-05 3.67128e-05 1.08283e-34 4.67839e-05 1.27749e-35 2.50699e-05 1.9411e-05 4.07957e-05 0.00872182 2.98939e-05 0 Variance: 1.58809e-06 Variances/cluster: 3.69605e-07 1.9788e-05 6.10362e-08 4.28742e-08 3.88282e-08 3.65076e-08 5.98708e-08 0 8.44208e-08 0 5.26631e-08 3.97729e-08 6.98334e-08 0.156503 7.58668e-08 0 -------------------------------------------------------------- Initialization seed trial #377 of 1000; initialization seed = 493581602 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 572263 Distortion: 0.00941106 Distortions/cluster: 3.71731e-05 9.6641e-05 1.08283e-34 0 1.12945e-05 2.68516e-05 0.000295644 1.27749e-35 2.60888e-05 4.67043e-05 3.32281e-05 3.37304e-05 0.00872182 1.71648e-05 4.25881e-05 2.21275e-05 Variance: 1.59401e-06 Variances/cluster: 4.59443e-08 9.9416e-08 0 0 6.1378e-08 5.64058e-08 6.48289e-07 0 6.13652e-08 2.74699e-06 8.00423e-08 7.3624e-08 0.156503 6.17392e-08 4.44513e-08 4.86161e-08 -------------------------------------------------------------- Initialization seed trial #378 of 1000; initialization seed = 493581603 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 501828 Distortion: 0.0453084 Distortions/cluster: 2.49934e-05 0.0446389 2.51399e-05 1.8854e-05 0.000293803 3.26894e-05 1.27749e-35 3.47506e-05 2.19517e-05 2.28553e-05 4.67043e-05 4.07912e-05 1.08283e-34 7.84034e-05 1.69003e-05 1.16404e-05 Variance: 7.67419e-06 Variances/cluster: 5.35143e-08 0.0422886 7.24266e-08 6.32482e-08 6.8162e-07 6.08545e-08 0 6.0946e-08 4.09507e-08 3.67998e-08 2.74699e-06 4.38106e-08 0 1.13453e-07 6.32921e-08 6.15842e-08 -------------------------------------------------------------- Initialization seed trial #379 of 1000; initialization seed = 493581604 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 556404 Distortion: 0.0132923 Distortions/cluster: 3.11675e-05 4.35604e-05 1.91469e-05 0.000294184 0.00391362 1.12608e-05 3.67128e-05 1.58102e-05 3.82031e-05 3.33853e-05 0 2.35726e-05 4.67839e-05 0.00872182 2.2302e-05 4.07957e-05 Variance: 2.25141e-06 Variances/cluster: 4.31645e-08 2.7222e-06 3.98025e-08 6.95413e-07 0.00391989 6.11949e-08 5.98708e-08 6.15136e-08 3.15692e-07 3.89981e-08 0 4.9414e-08 8.44208e-08 0.156503 3.63182e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #380 of 1000; initialization seed = 493581605 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 572564 Distortion: 0.00941452 Distortions/cluster: 4.12101e-05 4.67043e-05 1.07699e-05 1.16436e-05 5.1127e-05 2.50558e-05 0.00872182 1.77957e-05 5.01322e-05 0 1.08283e-34 1.72684e-05 9.21764e-05 1.65443e-05 0.000312278 1.27749e-35 Variance: 1.5946e-06 Variances/cluster: 7.73111e-08 2.74699e-06 4.89381e-08 5.51654e-08 5.36428e-08 6.37341e-08 0.156503 4.2357e-08 4.59464e-08 0 0 6.96089e-08 1.0073e-07 6.33682e-08 4.87131e-07 0 -------------------------------------------------------------- Initialization seed trial #381 of 1000; initialization seed = 493581606 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 502463 Distortion: 0.0453023 Distortions/cluster: 0.000300791 8.03927e-05 1.13353e-05 1.90475e-05 3.6115e-05 2.32492e-05 1.08283e-34 1.27749e-35 0.0446389 2.09951e-05 1.32174e-05 3.27771e-05 2.21076e-05 1.61389e-05 5.68468e-05 3.03268e-05 Variance: 7.67315e-06 Variances/cluster: 1.87971e-05 9.47727e-08 6.12668e-08 3.90281e-08 3.37485e-07 5.12056e-08 0 0 0.0422886 4.79297e-08 2.20239e-07 3.86945e-08 3.61784e-08 5.95487e-08 6.54704e-08 4.27703e-08 -------------------------------------------------------------- Initialization seed trial #382 of 1000; initialization seed = 493581607 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 692710 Distortion: 0.000648781 Distortions/cluster: 1.27749e-35 0 2.31299e-05 1.17151e-05 1.53394e-05 0.000345108 4.81569e-35 1.85751e-05 0.00011327 1.8431e-05 9.64317e-35 4.96348e-05 1.03733e-05 4.32047e-05 2.37044e-35 1.08283e-34 Variance: 1.09888e-07 Variances/cluster: 0 0 6.10087e-08 5.5242e-08 3.96239e-08 3.886e-07 2.67973e-31 6.47015e-08 5.73171e-08 6.79897e-08 6.86694e-32 8.03088e-08 4.84578e-08 6.42872e-08 0 0 -------------------------------------------------------------- Initialization seed trial #383 of 1000; initialization seed = 493581608 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 555818 Distortion: 0.013308 Distortions/cluster: 2.10126e-05 2.86012e-05 0 0.00391362 4.67043e-05 3.3134e-05 3.30761e-05 1.91155e-05 0.0002974 2.12765e-05 2.2611e-05 7.39585e-05 2.63467e-05 2.65995e-05 2.27292e-05 0.00872182 Variance: 2.25407e-06 Variances/cluster: 3.55502e-08 7.50627e-08 0 0.00391989 2.74699e-06 7.31204e-08 8.0062e-08 3.91676e-08 6.65271e-07 4.02926e-08 4.94611e-08 1.12904e-07 6.12513e-08 5.26676e-08 4.23226e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #384 of 1000; initialization seed = 493581609 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 498311 Distortion: 0.0489558 Distortions/cluster: 2.62273e-05 0.0446389 4.81569e-35 2.29397e-05 1.15575e-05 3.33079e-05 4.06528e-05 2.1474e-05 7.65225e-05 1.72269e-05 3.41628e-05 2.58511e-05 0.00391362 2.22531e-05 4.67043e-05 2.43816e-05 Variance: 8.29197e-06 Variances/cluster: 6.12585e-08 0.0422886 2.67973e-31 4.14035e-08 6.17997e-08 8.00416e-08 4.37089e-08 4.74936e-08 1.14888e-07 6.3563e-08 7.4731e-08 5.61933e-08 0.00391989 3.62386e-08 2.74699e-06 5.42972e-08 -------------------------------------------------------------- Initialization seed trial #385 of 1000; initialization seed = 493581610 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 502445 Distortion: 0.0450528 Distortions/cluster: 1.27749e-35 2.36519e-05 4.81569e-35 4.07184e-05 1.19199e-05 1.08283e-34 2.34974e-05 3.72578e-05 0.0446389 4.6908e-05 2.16649e-05 2.44385e-05 4.67043e-05 7.45669e-05 2.37492e-05 3.88037e-05 Variance: 7.63089e-06 Variances/cluster: 0 5.88301e-08 2.67973e-31 6.9701e-08 6.14374e-08 0 4.7755e-08 6.07595e-08 0.0422886 8.44922e-08 3.58056e-08 7.25122e-08 2.74699e-06 1.2223e-07 4.0593e-08 4.27316e-08 -------------------------------------------------------------- Initialization seed trial #386 of 1000; initialization seed = 493581611 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 501834 Distortion: 0.0452862 Distortions/cluster: 1.8854e-05 2.27887e-05 3.26776e-05 3.26327e-05 1.08283e-34 0.0446389 3.27848e-05 3.36824e-05 2.22203e-05 2.51399e-05 2.97647e-05 3.00268e-05 1.93288e-05 0.000300632 4.67043e-05 1.27749e-35 Variance: 7.67042e-06 Variances/cluster: 6.32482e-08 4.84822e-08 4.55715e-08 6.08624e-08 0 0.0422886 3.87035e-08 5.91764e-08 3.62443e-08 7.24266e-08 6.11135e-08 7.58193e-08 3.96044e-08 2.56921e-06 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #387 of 1000; initialization seed = 493581612 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 498265 Distortion: 0.0489394 Distortions/cluster: 1.56543e-05 0.00391362 2.98939e-05 3.57241e-05 2.28847e-05 2.94681e-05 0.0446389 2.93813e-05 1.68142e-05 4.67043e-05 4.67839e-05 1.43706e-05 3.67128e-05 4.81569e-35 2.17205e-05 4.07957e-05 Variance: 8.2892e-06 Variances/cluster: 3.70041e-08 0.00391989 7.58668e-08 2.95206e-07 4.91044e-08 6.11322e-08 0.0422886 3.73775e-08 3.71962e-08 2.74699e-06 8.44208e-08 3.53925e-08 5.98708e-08 2.67973e-31 3.60165e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #388 of 1000; initialization seed = 493581613 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 572204 Distortion: 0.00937608 Distortions/cluster: 4.07957e-05 2.97647e-05 2.51196e-05 3.06459e-05 1.27749e-35 0.00872182 0.000296857 0 1.92833e-05 2.23664e-05 4.32487e-05 1.08283e-34 3.00268e-05 3.67128e-05 4.67839e-05 3.26562e-05 Variance: 1.58809e-06 Variances/cluster: 6.98334e-08 6.11135e-08 5.28786e-08 4.29176e-08 0 0.156503 1.9788e-05 0 3.96738e-08 3.63639e-08 3.69605e-07 0 7.58193e-08 5.98708e-08 8.44208e-08 3.85518e-08 -------------------------------------------------------------- Initialization seed trial #389 of 1000; initialization seed = 493581614 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 501827 Distortion: 0.0453084 Distortions/cluster: 2.39539e-05 2.19517e-05 3.48071e-05 1.08283e-34 1.16404e-05 2.57806e-05 2.49934e-05 1.91536e-05 4.67043e-05 1.27749e-35 0.0446389 3.80343e-05 0.000293803 1.69003e-05 3.35214e-05 7.8237e-05 Variance: 7.67419e-06 Variances/cluster: 7.00189e-08 4.09507e-08 6.09382e-08 0 6.15842e-08 4.12441e-08 5.35143e-08 6.36129e-08 2.74699e-06 0 0.0422886 4.09375e-08 6.8162e-07 6.32921e-08 6.22874e-08 1.13541e-07 -------------------------------------------------------------- Initialization seed trial #390 of 1000; initialization seed = 493581615 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 498389 Distortion: 0.0489607 Distortions/cluster: 2.89099e-05 2.00977e-05 1.5088e-05 1.36132e-05 1.37072e-05 8.33627e-05 4.81569e-35 6.6306e-05 4.67043e-05 1.54448e-05 1.53345e-05 3.78274e-05 0.0446389 2.26888e-05 2.90326e-05 0.00391362 Variance: 8.29279e-06 Variances/cluster: 6.20335e-08 3.48274e-08 3.60926e-08 3.09364e-08 3.40099e-08 9.73555e-08 2.67973e-31 7.43933e-08 2.74699e-06 3.65954e-08 3.55757e-08 3.00181e-07 0.0422886 4.81672e-08 7.5797e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #391 of 1000; initialization seed = 493581616 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 572072 Distortion: 0.00939703 Distortions/cluster: 0.000307974 2.25671e-05 0 4.01891e-05 0.00872182 2.24186e-05 2.10913e-05 3.61391e-05 1.08283e-34 4.0274e-05 1.25384e-05 2.35252e-05 2.28333e-05 7.66228e-05 1.27749e-35 4.90368e-05 Variance: 1.59164e-06 Variances/cluster: 1.71076e-05 4.90548e-08 0 4.35852e-08 0.156503 3.62718e-08 7.32281e-08 6.1129e-08 0 6.8705e-08 6.17604e-08 5.52185e-08 4.09895e-08 1.16437e-07 0 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #392 of 1000; initialization seed = 493581617 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 497559 Distortion: 0.0491863 Distortions/cluster: 0.00391362 2.91421e-05 2.04593e-05 1.91074e-05 0.0446389 2.84413e-05 2.40007e-05 3.35214e-05 3.36824e-05 3.97469e-05 1.63282e-05 1.66611e-05 2.48677e-05 0.000300791 2.90326e-05 1.80208e-05 Variance: 8.33102e-06 Variances/cluster: 0.00391989 6.18677e-08 3.50891e-08 6.36709e-08 0.0422886 4.15166e-08 6.9951e-08 6.22874e-08 5.91764e-08 3.36799e-07 3.36633e-08 3.60599e-08 5.16954e-08 1.87971e-05 7.5797e-08 3.85847e-08 -------------------------------------------------------------- Initialization seed trial #393 of 1000; initialization seed = 493581618 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 497572 Distortion: 0.049196 Distortions/cluster: 2.40634e-05 0.0446389 1.42452e-05 1.52359e-05 4.06713e-05 1.63484e-05 2.79398e-05 4.08979e-05 3.67128e-05 0.000300791 1.5471e-05 4.6908e-05 2.95939e-05 2.25243e-05 0.00391362 1.20845e-05 Variance: 8.33266e-06 Variances/cluster: 7.13991e-08 0.0422886 3.27447e-08 3.37049e-08 6.97398e-08 3.19269e-08 4.17599e-08 3.37961e-07 5.98708e-08 1.87971e-05 3.58922e-08 8.44922e-08 6.72534e-08 4.73157e-08 0.00391989 4.6296e-08 -------------------------------------------------------------- Initialization seed trial #394 of 1000; initialization seed = 493581619 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 574009 Distortion: 0.00914384 Distortions/cluster: 3.78274e-05 1.92403e-05 4.67043e-05 0 3.11248e-05 8.366e-05 1.27749e-35 3.33853e-05 2.2302e-05 6.60089e-05 2.95988e-05 2.35247e-05 2.86463e-05 4.81569e-35 1.08283e-34 0.00872182 Variance: 1.54875e-06 Variances/cluster: 3.00181e-07 3.98312e-08 2.74699e-06 0 4.31652e-08 9.74749e-08 0 3.89981e-08 3.63182e-08 7.42266e-08 6.24396e-08 4.86004e-08 7.5181e-08 2.67973e-31 0 0.156503 -------------------------------------------------------------- Initialization seed trial #395 of 1000; initialization seed = 493581620 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 502832 Distortion: 0.0450752 Distortions/cluster: 2.05299e-05 8.32145e-05 1.41274e-05 2.43839e-05 1.27749e-35 8.92782e-06 4.81569e-35 7.57978e-05 1.93195e-05 4.67043e-05 1.34852e-05 0.0446389 2.19124e-05 6.81933e-05 3.96777e-05 1.08283e-34 Variance: 7.63469e-06 Variances/cluster: 5.03137e-08 9.7069e-08 5.83731e-08 4.18209e-08 0 5.91196e-08 2.67973e-31 1.21072e-07 6.35456e-08 2.74699e-06 4.58642e-08 0.0422886 3.59768e-08 7.6254e-08 4.32653e-08 0 -------------------------------------------------------------- Initialization seed trial #396 of 1000; initialization seed = 493581621 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 572077 Distortion: 0.0094032 Distortions/cluster: 3.90645e-05 4.19517e-05 2.75386e-05 1.55206e-05 1.90592e-05 2.57191e-05 4.67043e-05 2.11739e-05 7.96781e-05 0 0.000317005 0.00872182 2.39416e-05 2.40201e-05 1.27749e-35 1.08283e-34 Variance: 1.59268e-06 Variances/cluster: 4.1911e-08 6.27965e-08 4.24274e-08 5.96754e-08 4.62452e-08 4.66726e-08 2.74699e-06 7.05577e-08 1.07085e-07 0 5.37255e-07 0.156503 6.26536e-08 6.03328e-08 0 0 -------------------------------------------------------------- Initialization seed trial #397 of 1000; initialization seed = 493581622 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 17 BIC score: 607211 Distortion: 0.00436219 Distortions/cluster: 6.80765e-05 2.24853e-05 2.27351e-05 2.93543e-05 4.1128e-05 4.81569e-35 0.00391362 4.67043e-05 9.64317e-35 2.62679e-05 8.37767e-05 7.90087e-05 2.37044e-35 2.90326e-05 0 0 Variance: 7.38854e-07 Variances/cluster: 7.62086e-08 4.12535e-08 3.66653e-08 6.17935e-08 4.39833e-08 2.67973e-31 0.00391989 2.74699e-06 6.86694e-32 5.33852e-08 9.74973e-08 1.15331e-07 0 7.5797e-08 0 0 -------------------------------------------------------------- Initialization seed trial #398 of 1000; initialization seed = 493581623 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 556285 Distortion: 0.0133261 Distortions/cluster: 1.3534e-05 2.00839e-05 9.26363e-06 0.00391362 2.3858e-05 1.97756e-05 0 6.81933e-05 8.366e-05 7.18121e-05 0.000307974 1.86001e-05 1.49187e-05 1.92499e-05 0.00872182 1.97151e-05 Variance: 2.25713e-06 Variances/cluster: 4.63457e-08 3.46234e-08 5.93772e-08 0.00391989 4.06402e-08 4.01092e-08 0 7.6254e-08 9.74749e-08 1.24231e-07 1.71076e-05 5.05395e-08 6.63004e-08 3.8964e-08 0.156503 5.49116e-08 -------------------------------------------------------------- Initialization seed trial #399 of 1000; initialization seed = 493581624 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 603880 Distortion: 0.00459488 Distortions/cluster: 2.06002e-05 3.27941e-05 2.42703e-05 2.11957e-05 0.00031286 1.44798e-05 4.06719e-05 9.64317e-35 8.20948e-05 2.37044e-35 2.20766e-05 4.67043e-05 0 0.00391362 2.31325e-05 4.03758e-05 Variance: 7.78265e-07 Variances/cluster: 4.84553e-08 5.2974e-08 6.23709e-08 7.11044e-08 5.6673e-07 5.81331e-08 6.24707e-08 6.86694e-32 1.04437e-07 0 3.62464e-08 2.74699e-06 0 0.00391989 5.91436e-08 4.40265e-08 -------------------------------------------------------------- Initialization seed trial #400 of 1000; initialization seed = 493581625 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 497451 Distortion: 0.0492147 Distortions/cluster: 1.9604e-05 2.20278e-05 1.95285e-05 2.02701e-05 2.07197e-05 3.44908e-05 2.447e-05 1.59469e-05 0.0446389 0.00391362 2.32663e-05 7.13566e-05 4.67043e-05 3.28638e-05 2.36228e-05 0.000287245 Variance: 8.33582e-06 Variances/cluster: 6.40449e-08 4.79868e-08 3.95279e-08 3.48243e-08 4.04647e-08 6.09179e-08 7.1948e-08 6.58909e-08 0.0422886 0.00391989 5.52593e-08 1.20524e-07 2.74699e-06 6.08393e-08 4.05852e-08 1.15816e-06 -------------------------------------------------------------- Initialization seed trial #401 of 1000; initialization seed = 493581626 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 76 BIC score: 574020 Distortion: 0.00914369 Distortions/cluster: 1.92403e-05 8.366e-05 2.23668e-05 1.08283e-34 3.11248e-05 2.86463e-05 4.81569e-35 3.33853e-05 0.00872182 0 3.90357e-05 1.27749e-35 2.95988e-05 6.73163e-05 2.39374e-05 4.35604e-05 Variance: 1.54873e-06 Variances/cluster: 3.98312e-08 9.74749e-08 3.63646e-08 0 4.31652e-08 7.5181e-08 2.67973e-31 3.89981e-08 0.156503 0 3.17326e-07 0 6.24396e-08 7.54422e-08 4.9453e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #402 of 1000; initialization seed = 493581627 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 497958 Distortion: 0.0491955 Distortions/cluster: 1.9789e-05 3.37742e-05 1.18913e-05 0.0446389 2.86012e-05 2.96643e-05 3.31944e-05 1.95928e-05 0.00391362 1.81922e-05 2.25339e-05 3.07871e-05 4.35604e-05 0.000296138 3.28537e-05 2.24345e-05 Variance: 8.33258e-06 Variances/cluster: 4.40593e-08 3.94063e-08 2.16147e-07 0.0422886 7.50627e-08 6.58999e-08 3.13121e-07 3.99814e-08 0.00391989 4.45741e-08 4.50638e-08 4.25787e-08 2.7222e-06 6.6843e-07 8.06958e-08 3.64155e-08 -------------------------------------------------------------- Initialization seed trial #403 of 1000; initialization seed = 493581628 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 502164 Distortion: 0.0450528 Distortions/cluster: 4.67839e-05 2.20807e-05 2.27222e-05 2.94324e-05 4.67043e-05 7.36989e-05 2.86463e-05 4.81569e-35 1.27749e-35 2.58285e-05 1.90162e-05 1.08283e-34 3.73047e-05 4.07957e-05 0.0446389 2.08885e-05 Variance: 7.6309e-06 Variances/cluster: 8.44208e-08 4.13459e-08 4.05715e-08 6.24842e-08 2.74699e-06 1.17908e-07 7.5181e-08 2.67973e-31 0 5.27066e-08 3.93675e-08 0 6.0737e-08 6.98334e-08 0.0422886 3.54603e-08 -------------------------------------------------------------- Initialization seed trial #404 of 1000; initialization seed = 493581629 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 78 BIC score: 604060 Distortion: 0.00457484 Distortions/cluster: 3.67128e-05 3.25794e-05 0.00391362 2.22907e-05 2.27887e-05 1.93288e-05 0.000300632 4.07957e-05 4.67043e-05 0 2.97647e-05 3.28124e-05 4.67839e-05 3.00268e-05 9.64317e-35 2.37044e-35 Variance: 7.74872e-07 Variances/cluster: 5.98708e-08 4.55616e-08 0.00391989 3.62998e-08 4.84822e-08 3.96044e-08 2.56921e-06 6.98334e-08 2.74699e-06 0 6.11135e-08 3.86905e-08 8.44208e-08 7.58193e-08 6.86694e-32 0 -------------------------------------------------------------- Initialization seed trial #405 of 1000; initialization seed = 493581630 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 709556 Distortion: 0.000433601 Distortions/cluster: 1.08283e-34 3.374e-05 4.07184e-05 4.81569e-35 4.00583e-05 3.72578e-05 0 3.99477e-05 2.37044e-35 4.67043e-05 2.16359e-05 4.14869e-05 1.27749e-35 4.6908e-05 8.51439e-05 9.64317e-35 Variance: 7.34419e-08 Variances/cluster: 0 5.37209e-08 6.9701e-08 2.67973e-31 6.30785e-08 6.07595e-08 0 4.38466e-08 0 2.74699e-06 3.59359e-08 7.71071e-08 0 8.44922e-08 1.03698e-07 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #406 of 1000; initialization seed = 493581631 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 498479 Distortion: 0.0489819 Distortions/cluster: 1.31863e-05 0.00391362 1.71911e-05 9.67415e-06 6.81933e-05 2.09638e-05 0.0446389 1.97983e-05 8.366e-05 1.95519e-05 2.3846e-05 1.57318e-05 4.81569e-35 4.67043e-05 1.91674e-05 7.17111e-05 Variance: 8.2964e-06 Variances/cluster: 4.62638e-08 0.00391989 7.57261e-08 5.93455e-08 7.6254e-08 5.9382e-08 0.0422886 3.44879e-08 9.74749e-08 4.0144e-08 4.06197e-08 4.1948e-08 2.67973e-31 2.74699e-06 3.79519e-08 1.24487e-07 -------------------------------------------------------------- Initialization seed trial #407 of 1000; initialization seed = 493581632 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 512110 Distortion: 0.036303 Distortions/cluster: 2.50233e-05 1.08283e-34 1.27749e-35 3.58899e-05 4.67043e-05 2.37044e-35 0.000294302 7.89562e-05 3.99696e-05 1.13353e-05 0.0356196 2.19517e-05 2.28553e-05 4.90368e-05 1.66809e-05 4.07912e-05 Variance: 6.14889e-06 Variances/cluster: 5.34637e-08 0 0 6.04009e-08 2.74699e-06 0 6.81199e-07 1.14088e-07 6.86544e-08 6.12668e-08 0.035575 4.09507e-08 3.67998e-08 8.51064e-08 6.20061e-08 4.38106e-08 -------------------------------------------------------------- Initialization seed trial #408 of 1000; initialization seed = 493581633 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 527423 Distortion: 0.0257433 Distortions/cluster: 0.000114171 2.21668e-05 2.24718e-05 7.50909e-05 2.01888e-05 2.14456e-05 4.81569e-35 2.41318e-05 4.67043e-05 2.37044e-35 0.0214304 1.89751e-05 0.00391362 1.19074e-05 0 2.20956e-05 Variance: 4.36032e-06 Variances/cluster: 1.08907e-07 7.29116e-08 5.44061e-08 1.1659e-07 3.47443e-08 4.12379e-08 2.67973e-31 4.45193e-08 2.74699e-06 0 3.06048e-05 3.888e-08 0.00391989 6.13734e-08 0 4.88801e-08 -------------------------------------------------------------- Initialization seed trial #409 of 1000; initialization seed = 493581634 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 557856 Distortion: 0.0130503 Distortions/cluster: 2.14989e-05 1.81373e-05 6.73163e-05 4.35604e-05 0 3.76427e-05 4.81569e-35 2.3183e-05 0.00391362 8.366e-05 1.22168e-05 2.41418e-05 0.00872182 2.18919e-05 3.13221e-05 3.03348e-05 Variance: 2.21042e-06 Variances/cluster: 3.57083e-08 3.79404e-08 7.54422e-08 2.7222e-06 0 3.16288e-07 2.67973e-31 4.78948e-08 0.00391989 9.74749e-08 6.20088e-08 7.22754e-08 0.156503 5.62721e-08 3.77342e-08 4.31467e-08 -------------------------------------------------------------- Initialization seed trial #410 of 1000; initialization seed = 493581635 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 75 BIC score: 501721 Distortion: 0.0452856 Distortions/cluster: 1.08283e-34 4.07544e-05 2.14689e-05 1.27749e-35 4.07957e-05 2.86463e-05 1.53187e-05 2.33083e-05 2.92943e-05 0.000300791 0.0446389 1.69243e-05 3.67128e-05 2.96511e-05 1.62627e-05 4.67839e-05 Variance: 7.67033e-06 Variances/cluster: 0 3.39581e-07 3.57773e-08 0 6.98334e-08 7.5181e-08 3.52935e-08 4.89626e-08 6.25895e-08 1.87971e-05 0.0422886 3.7275e-08 5.98708e-08 3.76251e-08 3.9278e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #411 of 1000; initialization seed = 493581636 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 556007 Distortion: 0.0133009 Distortions/cluster: 2.07699e-05 0 2.31268e-05 1.55206e-05 4.70304e-05 0.000307974 1.90592e-05 0.00391362 4.1844e-05 2.28344e-05 0.00872182 2.40201e-05 7.74964e-05 2.07144e-05 2.39416e-05 2.11739e-05 Variance: 2.25287e-06 Variances/cluster: 4.08016e-08 0 3.74177e-08 5.96754e-08 7.99773e-08 1.71076e-05 4.62452e-08 0.00391989 6.26353e-08 4.34072e-08 0.156503 6.03328e-08 1.0914e-07 4.03754e-08 6.26536e-08 7.05577e-08 -------------------------------------------------------------- Initialization seed trial #412 of 1000; initialization seed = 493581637 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 512116 Distortion: 0.0363023 Distortions/cluster: 4.90368e-05 4.67043e-05 4.0274e-05 1.27749e-35 2.23117e-05 0.0356196 2.3683e-05 2.10323e-05 2.28214e-05 3.61391e-05 2.63108e-05 2.37044e-35 0.000277029 7.69665e-05 1.08283e-34 4.04796e-05 Variance: 6.14877e-06 Variances/cluster: 8.51064e-08 2.74699e-06 6.8705e-08 0 3.62751e-08 0.035575 5.41896e-08 6.4314e-08 4.13392e-08 6.1129e-08 5.66997e-08 0 1.92365e-06 1.15382e-07 0 4.36635e-08 -------------------------------------------------------------- Initialization seed trial #413 of 1000; initialization seed = 493581638 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 498548 Distortion: 0.0489611 Distortions/cluster: 4.67043e-05 0.0446389 2.79733e-05 6.60089e-05 2.22096e-05 1.79471e-05 8.366e-05 1.19655e-05 1.57866e-05 0.00391362 3.78274e-05 4.81569e-35 1.9924e-05 2.02609e-05 2.17842e-05 1.64906e-05 Variance: 8.29287e-06 Variances/cluster: 2.74699e-06 0.0422886 4.18099e-08 7.42266e-08 4.94604e-08 3.77796e-08 9.74749e-08 6.13566e-08 3.50004e-08 0.00391989 3.00181e-07 2.67973e-31 3.45262e-08 4.90534e-08 7.28513e-08 3.41391e-08 -------------------------------------------------------------- Initialization seed trial #414 of 1000; initialization seed = 493581639 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 688862 Distortion: 0.00068728 Distortions/cluster: 1.08283e-34 3.80062e-05 3.54116e-05 0 4.14264e-05 9.64317e-35 1.74721e-05 0.000300791 2.37044e-35 1.61043e-05 8.366e-05 3.41135e-05 1.87488e-05 3.42291e-05 6.73163e-05 1.27749e-35 Variance: 1.16409e-07 Variances/cluster: 0 7.64653e-08 5.87208e-08 0 3.39521e-07 6.86694e-32 3.70925e-08 1.87971e-05 0 3.34085e-08 9.74749e-08 5.56447e-08 3.37777e-08 4.30518e-08 7.54422e-08 0 -------------------------------------------------------------- Initialization seed trial #415 of 1000; initialization seed = 493581640 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 572097 Distortion: 0.00939695 Distortions/cluster: 0.00872182 0.000304149 3.82791e-05 3.58899e-05 2.26685e-05 1.27749e-35 0 4.90368e-05 2.59598e-05 1.08283e-34 2.46403e-05 1.73739e-05 2.60781e-05 1.15469e-05 7.95402e-05 3.99696e-05 Variance: 1.59162e-06 Variances/cluster: 0.156503 1.78889e-05 4.10244e-08 6.04009e-08 3.64404e-08 0 0 8.51064e-08 4.22071e-08 0 5.47513e-08 6.38699e-08 5.60772e-08 6.14147e-08 1.3503e-07 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #416 of 1000; initialization seed = 493581641 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 502499 Distortion: 0.0450529 Distortions/cluster: 4.67043e-05 2.17464e-05 2.23087e-05 1.25053e-05 4.67839e-05 2.43621e-05 0.0446389 1.27749e-35 4.07957e-05 4.06227e-05 4.81569e-35 3.73047e-05 1.08283e-34 2.26375e-05 7.87896e-05 1.9419e-05 Variance: 7.63091e-06 Variances/cluster: 2.74699e-06 4.07962e-08 3.62701e-08 6.12955e-08 8.44208e-08 5.43748e-08 0.0422886 0 6.98334e-08 4.37236e-08 2.67973e-31 6.0737e-08 0 5.00789e-08 1.14177e-07 7.41129e-08 -------------------------------------------------------------- Initialization seed trial #417 of 1000; initialization seed = 493581642 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 502200 Distortion: 0.0453101 Distortions/cluster: 3.80351e-05 9.66205e-05 2.94969e-05 4.29557e-05 2.08813e-05 2.6131e-05 1.24914e-05 1.69079e-05 1.27749e-35 1.15002e-05 1.08283e-34 2.93628e-05 0.000307974 1.07598e-05 2.80848e-05 0.0446389 Variance: 7.67448e-06 Variances/cluster: 4.64357e-08 9.94973e-08 6.05637e-08 4.4556e-08 4.64913e-08 6.13202e-08 5.13886e-08 7.44613e-08 0 5.47453e-08 0 7.56714e-08 1.71076e-05 5.46008e-08 5.58295e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #418 of 1000; initialization seed = 493581643 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 572306 Distortion: 0.0094077 Distortions/cluster: 2.3905e-05 0.000299528 0.00872182 4.29557e-05 4.67043e-05 1.08283e-34 1.21482e-05 9.7061e-05 1.27749e-35 2.6026e-05 2.94601e-05 2.87715e-05 1.27517e-05 3.80351e-05 0 2.85345e-05 Variance: 1.59345e-06 Variances/cluster: 7.09127e-08 6.17534e-07 0.156503 4.4556e-08 2.74699e-06 0 5.59643e-08 9.98481e-08 0 5.70561e-08 5.92563e-08 7.51155e-08 5.22441e-08 4.64357e-08 0 5.57265e-08 -------------------------------------------------------------- Initialization seed trial #419 of 1000; initialization seed = 493581644 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 71 BIC score: 503034 Distortion: 0.0450611 Distortions/cluster: 2.05923e-05 4.81569e-35 1.43577e-05 1.08283e-34 2.35766e-05 4.27181e-05 1.27749e-35 9.32357e-05 1.71413e-05 5.11104e-05 4.62472e-05 9.0646e-06 4.31034e-05 4.67043e-05 0.0446389 1.43522e-05 Variance: 7.6323e-06 Variances/cluster: 5.5042e-08 2.67973e-31 5.81096e-08 0 6.47496e-08 6.48171e-08 0 1.01334e-07 4.26261e-08 5.27943e-08 4.50273e-08 5.14868e-08 7.72401e-08 2.74699e-06 0.0422886 7.55153e-08 -------------------------------------------------------------- Initialization seed trial #420 of 1000; initialization seed = 493581645 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 502780 Distortion: 0.0450753 Distortions/cluster: 1.27749e-35 2.39033e-05 8.366e-05 0.0446389 2.14783e-05 1.8403e-05 3.58604e-05 6.81933e-05 4.67043e-05 1.08283e-34 1.52214e-05 1.42781e-05 9.90415e-06 2.29366e-05 7.58432e-05 4.81569e-35 Variance: 7.63471e-06 Variances/cluster: 0 4.05103e-08 9.74749e-08 0.0422886 3.56741e-08 5.493e-08 3.97091e-08 7.6254e-08 2.74699e-06 0 4.16989e-08 6.37366e-08 5.96585e-08 6.30067e-08 1.29856e-07 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #421 of 1000; initialization seed = 493581646 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 507115 Distortion: 0.0402027 Distortions/cluster: 2.48941e-05 3.82816e-05 3.28638e-05 2.43786e-05 0.00029101 2.29189e-05 1.92987e-05 1.96949e-05 3.44908e-05 0.00391362 2.37044e-35 2.51786e-05 1.24116e-05 4.67043e-05 7.74101e-05 0.0356196 Variance: 6.8094e-06 Variances/cluster: 5.36463e-08 4.10271e-08 6.08393e-08 7.18907e-08 6.86288e-07 3.68429e-08 7.22743e-08 6.41321e-08 6.09179e-08 0.00391989 0 4.22419e-08 6.14382e-08 2.74699e-06 1.23845e-07 0.035575 -------------------------------------------------------------- Initialization seed trial #422 of 1000; initialization seed = 493581647 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 502365 Distortion: 0.0453031 Distortions/cluster: 3.10061e-05 0.000300791 0.0446389 1.86424e-05 1.58767e-05 1.79587e-05 5.68468e-05 1.32174e-05 2.42598e-05 2.98982e-05 2.13826e-05 1.82738e-05 1.27749e-35 3.56628e-05 8.03927e-05 1.08283e-34 Variance: 7.67329e-06 Variances/cluster: 3.75344e-08 1.87971e-05 0.0422886 5.17796e-08 3.89102e-08 7.04206e-08 6.54704e-08 2.20239e-07 6.35024e-08 4.30153e-08 3.5693e-08 3.81462e-08 0 3.36402e-07 9.47727e-08 0 -------------------------------------------------------------- Initialization seed trial #423 of 1000; initialization seed = 493581648 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 81 BIC score: 556237 Distortion: 0.0132942 Distortions/cluster: 4.02654e-05 1.9161e-05 1.7328e-05 2.10926e-05 2.92944e-05 0.00391362 0.000278061 3.01421e-05 0 3.65748e-05 4.74532e-05 0.00872182 1.66511e-05 4.67043e-05 4.03072e-05 3.57241e-05 Variance: 2.25173e-06 Variances/cluster: 6.94009e-08 3.9667e-08 3.72612e-08 3.56856e-08 4.22072e-08 0.00391989 1.78229e-06 5.1786e-08 0 5.98409e-08 8.47111e-08 0.156503 3.3772e-08 2.74699e-06 7.34136e-08 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #424 of 1000; initialization seed = 493581649 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 20 BIC score: 497770 Distortion: 0.0492087 Distortions/cluster: 2.2074e-05 3.44908e-05 9.91996e-06 3.27799e-05 1.10672e-05 3.59648e-05 0.000307974 7.50505e-05 0.0446389 1.41455e-05 2.51159e-05 2.16378e-05 2.24709e-05 0.00391362 2.44311e-05 1.90462e-05 Variance: 8.33481e-06 Variances/cluster: 3.9913e-08 6.09179e-08 6.01159e-08 6.07967e-08 5.76374e-08 3.97806e-08 1.71076e-05 1.17256e-07 0.0422886 3.90726e-08 7.23574e-08 6.23519e-08 6.20687e-08 0.00391989 4.03107e-08 6.34671e-08 -------------------------------------------------------------- Initialization seed trial #425 of 1000; initialization seed = 493581650 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 18 BIC score: 708207 Distortion: 0.000448574 Distortions/cluster: 2.19964e-05 6.81933e-05 0 4.10797e-05 1.08283e-34 2.37044e-35 1.27749e-35 8.366e-05 4.81569e-35 2.61316e-05 9.64317e-35 2.86463e-05 7.95014e-05 4.67043e-05 2.29193e-05 2.97415e-05 Variance: 7.59779e-08 Variances/cluster: 4.09577e-08 7.6254e-08 0 4.39787e-08 0 0 0 9.74749e-08 2.67973e-31 5.32163e-08 6.86694e-32 7.5181e-08 1.1471e-07 2.74699e-06 3.68435e-08 6.2346e-08 -------------------------------------------------------------- Initialization seed trial #426 of 1000; initialization seed = 493581651 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 75 BIC score: 502522 Distortion: 0.0450335 Distortions/cluster: 2.86463e-05 3.33853e-05 3.57241e-05 3.65748e-05 1.08283e-34 4.02654e-05 4.74532e-05 2.2302e-05 3.11248e-05 0.0446389 4.81569e-35 1.27749e-35 2.35247e-05 4.67043e-05 1.92403e-05 2.95988e-05 Variance: 7.62762e-06 Variances/cluster: 7.5181e-08 3.89981e-08 2.95206e-07 5.98409e-08 0 6.94009e-08 8.47111e-08 3.63182e-08 4.31652e-08 0.0422886 2.67973e-31 0 4.86004e-08 2.74699e-06 3.98312e-08 6.24396e-08 -------------------------------------------------------------- Initialization seed trial #427 of 1000; initialization seed = 493581652 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 83 BIC score: 513613 Distortion: 0.0363208 Distortions/cluster: 1.27749e-35 4.96348e-05 7.33067e-06 4.27164e-05 0.000101095 9.34613e-06 7.24524e-06 1.77379e-05 1.78991e-05 2.47906e-05 1.17523e-05 0.0356196 2.37044e-35 0.00010376 1.08283e-34 0.000307974 Variance: 6.1519e-06 Variances/cluster: 0 8.03088e-08 6.0069e-08 6.36553e-08 5.65038e-08 4.64831e-08 4.67282e-08 6.98121e-08 4.27049e-08 6.40373e-08 5.49e-08 0.035575 0 9.83424e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #428 of 1000; initialization seed = 493581653 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 512743 Distortion: 0.0360406 Distortions/cluster: 2.86463e-05 7.84947e-05 4.90368e-05 4.09224e-05 4.67043e-05 4.81569e-35 2.29193e-05 4.0274e-05 0.0356196 2.37044e-35 2.61316e-05 1.27749e-35 2.97415e-05 1.08283e-34 2.19964e-05 3.61391e-05 Variance: 6.10443e-06 Variances/cluster: 7.5181e-08 1.13421e-07 8.51064e-08 4.38573e-08 2.74699e-06 2.67973e-31 3.68435e-08 6.8705e-08 0.035575 0 5.32163e-08 0 6.2346e-08 0 4.09577e-08 6.1129e-08 -------------------------------------------------------------- Initialization seed trial #429 of 1000; initialization seed = 493581654 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 501491 Distortion: 0.0453082 Distortions/cluster: 0.0446389 1.89267e-05 2.07756e-05 2.09616e-05 1.27749e-35 3.3606e-05 3.48071e-05 2.65995e-05 4.67043e-05 2.40901e-05 2.86012e-05 2.20832e-05 1.89345e-05 1.08283e-34 7.57805e-05 0.0002974 Variance: 7.67415e-06 Variances/cluster: 0.0422886 3.92636e-08 3.53888e-08 4.01525e-08 0 6.23287e-08 6.09382e-08 5.26676e-08 2.74699e-06 7.00075e-08 7.50627e-08 4.11963e-08 6.35182e-08 0 1.12591e-07 6.65271e-07 -------------------------------------------------------------- Initialization seed trial #430 of 1000; initialization seed = 493581655 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 571994 Distortion: 0.0093982 Distortions/cluster: 0.00872182 7.82999e-05 3.48071e-05 1.08283e-34 3.35214e-05 0.000297453 2.86012e-05 3.91468e-05 2.36116e-05 2.17412e-05 1.94952e-05 1.27749e-35 4.67043e-05 0 2.58452e-05 2.7154e-05 Variance: 1.59184e-06 Variances/cluster: 0.156503 1.1137e-07 6.09382e-08 0 6.22874e-08 6.63905e-07 7.50627e-08 4.19094e-08 6.96288e-08 4.10172e-08 6.41085e-08 0 2.74699e-06 0 4.12815e-08 5.30305e-08 -------------------------------------------------------------- Initialization seed trial #431 of 1000; initialization seed = 493581656 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 502034 Distortion: 0.0453073 Distortions/cluster: 0.0446389 1.27749e-35 6.73163e-05 1.08283e-34 2.00449e-05 2.81897e-05 2.32453e-05 8.366e-05 1.65399e-05 2.5529e-05 1.70273e-05 1.80553e-05 4.04593e-05 1.13353e-05 1.62255e-05 0.000300791 Variance: 7.67401e-06 Variances/cluster: 0.0422886 0 7.54422e-08 0 3.46757e-08 4.1883e-08 5.24677e-08 9.74749e-08 3.59531e-08 5.63508e-08 6.37677e-08 3.80876e-08 3.37121e-07 6.12668e-08 3.35901e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #432 of 1000; initialization seed = 493581657 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 498498 Distortion: 0.0489401 Distortions/cluster: 2.20421e-05 4.75489e-05 4.04474e-05 1.15575e-05 4.67043e-05 4.81569e-35 0.00391362 3.62982e-05 1.72269e-05 3.27383e-05 2.22198e-05 1.88043e-05 0.0446389 2.58158e-05 3.04461e-05 3.57241e-05 Variance: 8.28931e-06 Variances/cluster: 4.96399e-08 8.47307e-08 6.93558e-08 6.17997e-08 2.74699e-06 2.67973e-31 0.00391989 5.97798e-08 6.3563e-08 3.86487e-08 3.62434e-08 3.86882e-08 0.0422886 5.63618e-08 4.31211e-08 2.95206e-07 -------------------------------------------------------------- Initialization seed trial #433 of 1000; initialization seed = 493581658 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 501817 Distortion: 0.0453085 Distortions/cluster: 1.93553e-05 7.8237e-05 3.80343e-05 1.27749e-35 1.08283e-34 1.94952e-05 0.000291084 2.19517e-05 3.35214e-05 2.36116e-05 1.22815e-05 2.57125e-05 2.4751e-05 4.67043e-05 3.48071e-05 0.0446389 Variance: 7.6742e-06 Variances/cluster: 7.22158e-08 1.13541e-07 4.09375e-08 0 0 6.41085e-08 6.84846e-07 4.09507e-08 6.22874e-08 6.96288e-08 6.14026e-08 4.12012e-08 5.35687e-08 2.74699e-06 6.09382e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #434 of 1000; initialization seed = 493581659 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 557160 Distortion: 0.0135435 Distortions/cluster: 0.0003196 1.03019e-05 9.0241e-06 0.000114318 0.00872182 1.0962e-05 4.26945e-05 0.00391362 0 8.55394e-06 5.11888e-06 0.000344057 1.53754e-05 6.42322e-06 1.08293e-05 1.08358e-05 Variance: 2.29396e-06 Variances/cluster: 5.15442e-07 7.25264e-08 5.09672e-08 5.74693e-08 0.156503 6.84902e-08 6.37177e-08 0.00391989 0 4.62226e-08 5.169e-08 3.93173e-07 4.8487e-08 4.45911e-08 4.7902e-08 3.635e-08 -------------------------------------------------------------- Initialization seed trial #435 of 1000; initialization seed = 493581660 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 571996 Distortion: 0.0093982 Distortions/cluster: 4.20705e-05 0 2.17412e-05 2.86012e-05 2.7094e-05 1.27749e-35 4.67043e-05 0.000297453 2.29791e-05 2.36116e-05 1.08283e-34 3.35214e-05 3.48071e-05 7.82999e-05 1.94952e-05 0.00872182 Variance: 1.59184e-06 Variances/cluster: 4.48473e-08 0 4.10172e-08 7.50627e-08 5.30168e-08 0 2.74699e-06 6.63905e-07 3.68804e-08 6.96288e-08 0 6.22874e-08 6.09382e-08 1.1137e-07 6.41085e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #436 of 1000; initialization seed = 493581661 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 511770 Distortion: 0.0363028 Distortions/cluster: 0.0002974 2.86012e-05 2.15464e-05 4.07957e-05 2.37044e-35 4.67043e-05 2.65995e-05 3.73047e-05 2.10341e-05 7.62511e-05 0.0356196 4.67839e-05 1.92251e-05 1.27749e-35 2.10126e-05 1.08283e-34 Variance: 6.14885e-06 Variances/cluster: 6.65271e-07 7.50627e-08 4.1273e-08 6.98334e-08 0 2.74699e-06 5.26676e-08 6.0737e-08 4.02142e-08 1.13122e-07 0.035575 8.44208e-08 3.91515e-08 0 3.55502e-08 0 -------------------------------------------------------------- Initialization seed trial #437 of 1000; initialization seed = 493581662 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 501785 Distortion: 0.0453086 Distortions/cluster: 1.27749e-35 0.0446389 0.000297016 2.23127e-05 4.18371e-05 1.08941e-05 1.91944e-05 2.86012e-05 2.7094e-05 4.67043e-05 2.30557e-05 2.96641e-05 2.30833e-05 1.08283e-34 2.17412e-05 7.84569e-05 Variance: 7.67422e-06 Variances/cluster: 0 0.0422886 6.64411e-07 4.89156e-08 4.46938e-08 5.52826e-08 6.439e-08 7.50627e-08 5.30168e-08 2.74699e-06 3.6944e-08 6.07671e-08 7.37255e-08 0 4.10172e-08 1.11434e-07 -------------------------------------------------------------- Initialization seed trial #438 of 1000; initialization seed = 493581663 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 572205 Distortion: 0.00937625 Distortions/cluster: 2.95988e-05 1.27749e-35 3.34892e-05 0.000300791 2.22628e-05 1.08283e-34 2.39374e-05 0 4.00733e-05 3.12568e-05 2.86463e-05 4.88691e-05 4.08979e-05 1.92403e-05 0.00872182 3.53674e-05 Variance: 1.58812e-06 Variances/cluster: 6.24396e-08 0 3.90283e-08 1.87971e-05 3.63136e-08 0 4.9453e-08 0 6.87144e-08 4.32882e-08 7.5181e-08 8.51109e-08 3.37961e-07 3.98312e-08 0.156503 5.95215e-08 -------------------------------------------------------------- Initialization seed trial #439 of 1000; initialization seed = 493581664 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 21 BIC score: 603814 Distortion: 0.00458999 Distortions/cluster: 2.86012e-05 3.44908e-05 1.96949e-05 7.82999e-05 4.20705e-05 2.29791e-05 0.000297453 0 2.43786e-05 0.00391362 9.64317e-35 2.7094e-05 3.28638e-05 2.17412e-05 4.67043e-05 2.37044e-35 Variance: 7.77438e-07 Variances/cluster: 7.50627e-08 6.09179e-08 6.41321e-08 1.1137e-07 4.48473e-08 3.68804e-08 6.63905e-07 0 7.18907e-08 0.00391989 6.86694e-32 5.30168e-08 6.08393e-08 4.10172e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #440 of 1000; initialization seed = 493581665 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 689083 Distortion: 0.000680823 Distortions/cluster: 0 9.03165e-05 3.33158e-05 0.000304149 3.74675e-05 1.27749e-35 9.64317e-35 3.44908e-05 2.40209e-05 3.3453e-05 1.96059e-05 4.20918e-05 2.37044e-35 4.01494e-05 1.08283e-34 2.17624e-05 Variance: 1.15316e-07 Variances/cluster: 0 1.1163e-07 6.16762e-08 1.78889e-05 4.10792e-08 0 6.86694e-32 6.09179e-08 7.04205e-08 5.34342e-08 6.42612e-08 7.72265e-08 0 6.29247e-08 0 3.59668e-08 -------------------------------------------------------------- Initialization seed trial #441 of 1000; initialization seed = 493581666 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 497898 Distortion: 0.0492044 Distortions/cluster: 2.02118e-05 2.05023e-05 3.53035e-05 3.99696e-05 0.00391362 0.000278442 3.02098e-05 3.11417e-05 1.76909e-05 3.68069e-05 4.90368e-05 2.14162e-05 0.0446389 1.25658e-05 4.35604e-05 1.49827e-05 Variance: 8.33408e-06 Variances/cluster: 5.61387e-08 6.97301e-08 5.95142e-08 6.86544e-08 0.00391989 1.22651e-06 4.30301e-08 3.7653e-08 3.74771e-08 3.14553e-07 8.51064e-08 3.56896e-08 0.0422886 3.40509e-08 2.7222e-06 9.02508e-08 -------------------------------------------------------------- Initialization seed trial #442 of 1000; initialization seed = 493581667 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 497928 Distortion: 0.0492167 Distortions/cluster: 7.83283e-05 0.00391362 2.39563e-05 2.34108e-05 0.000277999 2.38809e-05 4.67043e-05 1.85471e-05 1.85751e-05 4.2698e-05 1.54941e-05 1.14431e-05 1.04816e-05 0.0446389 4.05401e-05 3.20928e-05 Variance: 8.33616e-06 Variances/cluster: 1.08629e-07 0.00391989 4.46071e-08 3.70969e-08 1.79339e-06 6.29894e-08 2.74699e-06 6.79166e-08 6.47015e-08 4.51791e-08 3.97156e-08 5.49975e-08 4.87359e-08 0.0422886 7.34365e-08 5.42978e-08 -------------------------------------------------------------- Initialization seed trial #443 of 1000; initialization seed = 493581668 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 517335 Distortion: 0.0320528 Distortions/cluster: 1.20535e-05 8.50456e-06 2.92125e-05 0 1.27749e-35 0.000117982 2.81381e-05 0.000300791 2.94394e-05 2.05036e-05 0.0214234 4.33612e-05 1.56563e-05 1.44121e-05 2.29023e-05 0.00998646 Variance: 5.42899e-06 Variances/cluster: 3.02058e-08 3.33474e-08 6.18859e-08 0 0 1.10126e-07 4.16824e-08 1.87971e-05 7.6659e-08 4.36203e-08 3.19647e-05 3.41385e-07 3.46348e-08 3.2752e-08 4.85174e-08 0.185417 -------------------------------------------------------------- Initialization seed trial #444 of 1000; initialization seed = 493581669 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 557480 Distortion: 0.0130494 Distortions/cluster: 3.95949e-05 4.67043e-05 2.29134e-05 3.65069e-05 0 4.0224e-05 7.64577e-05 2.23134e-05 2.31134e-05 0.00391362 1.19074e-05 2.27456e-05 2.27337e-05 0.00872182 4.87188e-05 4.81569e-35 Variance: 2.21026e-06 Variances/cluster: 4.33641e-08 2.74699e-06 7.27355e-08 6.12331e-08 0 6.8737e-08 1.16541e-07 3.62188e-08 5.59595e-08 0.00391989 6.13734e-08 4.09791e-08 4.83656e-08 0.156503 8.51458e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #445 of 1000; initialization seed = 493581670 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 501724 Distortion: 0.0453164 Distortions/cluster: 2.3725e-05 1.44798e-05 2.35025e-05 3.66186e-05 2.51464e-05 0.0446389 1.08283e-34 2.03456e-05 4.67043e-05 2.74774e-05 8.95989e-05 2.2311e-05 2.87034e-05 1.27749e-35 2.11957e-05 0.00029765 Variance: 7.67554e-06 Variances/cluster: 6.14435e-08 5.81331e-08 5.97837e-08 4.58253e-08 4.01663e-08 0.0422886 0 4.78566e-08 2.74699e-06 5.36621e-08 1.0286e-07 4.53437e-08 7.51338e-08 0 7.11044e-08 6.58464e-07 -------------------------------------------------------------- Initialization seed trial #446 of 1000; initialization seed = 493581671 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 502451 Distortion: 0.0453199 Distortions/cluster: 2.68443e-05 2.08283e-05 1.55882e-05 1.27749e-35 4.67043e-05 8.25921e-05 0.000296963 9.82566e-06 1.08283e-34 2.57459e-05 2.54359e-05 2.86012e-05 1.20858e-05 0.0446389 7.51451e-05 1.45734e-05 Variance: 7.67613e-06 Variances/cluster: 5.21202e-08 4.64768e-08 7.52823e-08 0 2.74699e-06 1.07954e-07 6.65782e-07 5.33832e-08 0 6.14258e-08 4.56614e-08 7.50627e-08 5.51687e-08 0.0422886 5.11489e-08 5.2977e-08 -------------------------------------------------------------- Initialization seed trial #447 of 1000; initialization seed = 493581672 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 556149 Distortion: 0.0132956 Distortions/cluster: 2.324e-05 1.571e-05 2.93543e-05 0.000307974 2.90326e-05 7.80506e-05 0 2.29193e-05 0.00391362 2.19964e-05 2.14165e-05 0.00872182 4.09224e-05 2.61316e-05 1.9217e-05 2.41451e-05 Variance: 2.25196e-06 Variances/cluster: 6.11377e-08 5.97148e-08 6.17935e-08 1.71076e-05 7.5797e-08 1.12943e-07 0 3.68435e-08 0.00391989 4.09577e-08 7.06594e-08 0.156503 4.38573e-08 5.32163e-08 4.74341e-08 6.01931e-08 -------------------------------------------------------------- Initialization seed trial #448 of 1000; initialization seed = 493581673 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 555873 Distortion: 0.0133147 Distortions/cluster: 4.67839e-05 0.00872182 1.90944e-05 0.000297298 4.67043e-05 4.07957e-05 2.87034e-05 2.11385e-05 0 0.00391362 7.51029e-05 2.62985e-05 8.68393e-06 1.2172e-05 1.91575e-05 3.73047e-05 Variance: 2.2552e-06 Variances/cluster: 8.44208e-08 0.156503 4.01953e-08 6.66533e-07 2.74699e-06 6.98334e-08 7.51338e-08 4.01072e-08 0 0.00391989 1.15002e-07 5.23828e-08 3.36547e-08 3.06565e-08 3.88555e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #449 of 1000; initialization seed = 493581674 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 557575 Distortion: 0.01303 Distortions/cluster: 3.06463e-05 0.00391362 4.67839e-05 0 3.67128e-05 3.57241e-05 4.67043e-05 0.00872182 2.22203e-05 2.30806e-05 4.07957e-05 1.91579e-05 4.81569e-35 2.98458e-05 2.99459e-05 3.29269e-05 Variance: 2.20698e-06 Variances/cluster: 4.30994e-08 0.00391989 8.44208e-08 0 5.98708e-08 2.95206e-07 2.74699e-06 0.156503 3.62443e-08 4.91031e-08 6.98334e-08 3.94158e-08 2.67973e-31 6.11545e-08 7.58063e-08 3.87342e-08 -------------------------------------------------------------- Initialization seed trial #450 of 1000; initialization seed = 493581675 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 557554 Distortion: 0.0130469 Distortions/cluster: 3.9885e-05 8.53958e-05 0.00872182 2.34427e-05 3.77449e-05 2.42703e-05 4.67043e-05 2.14667e-05 0.00391362 2.02889e-05 3.93613e-05 2.11957e-05 3.7205e-05 0 1.44798e-05 4.81569e-35 Variance: 2.20984e-06 Variances/cluster: 4.37777e-08 1.01895e-07 0.156503 5.97836e-08 6.02903e-08 6.23709e-08 2.74699e-06 3.58333e-08 0.00391989 4.78358e-08 7.65724e-08 7.11044e-08 5.76767e-08 0 5.81331e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #451 of 1000; initialization seed = 493581676 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 498277 Distortion: 0.0489514 Distortions/cluster: 1.55113e-05 4.67043e-05 4.81569e-35 2.29193e-05 2.39416e-05 2.97415e-05 2.19964e-05 2.39335e-05 0.00391362 2.15595e-05 4.09224e-05 1.87746e-05 0.0446389 7.80506e-05 2.86463e-05 2.61316e-05 Variance: 8.29122e-06 Variances/cluster: 5.94113e-08 2.74699e-06 2.67973e-31 3.68435e-08 6.26536e-08 6.2346e-08 4.09577e-08 6.01153e-08 0.00391989 7.08973e-08 4.38573e-08 4.61142e-08 0.0422886 1.12943e-07 7.5181e-08 5.32163e-08 -------------------------------------------------------------- Initialization seed trial #452 of 1000; initialization seed = 493581677 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 572192 Distortion: 0.00939715 Distortions/cluster: 2.96888e-05 4.04593e-05 1.6506e-05 0 2.43221e-05 1.08283e-34 0.00872182 1.27749e-35 1.82039e-05 8.366e-05 2.9099e-05 1.62792e-05 6.73163e-05 2.06198e-05 0.000300791 2.83847e-05 Variance: 1.59166e-06 Variances/cluster: 7.57307e-08 3.37121e-07 3.59577e-08 0 5.17444e-08 0 0.156503 0 3.82398e-08 9.74749e-08 6.13853e-08 3.36317e-08 7.54422e-08 3.52434e-08 1.87971e-05 4.19235e-08 -------------------------------------------------------------- Initialization seed trial #453 of 1000; initialization seed = 493581678 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 63 BIC score: 573910 Distortion: 0.00914533 Distortions/cluster: 3.28638e-05 3.00803e-05 2.43786e-05 0 1.96949e-05 2.74568e-05 3.08605e-05 1.27749e-35 1.08283e-34 3.44908e-05 4.67043e-05 4.81569e-35 4.29076e-05 9.70233e-05 0.00872182 3.70447e-05 Variance: 1.549e-06 Variances/cluster: 6.08393e-08 7.57631e-08 7.18907e-08 0 6.41321e-08 5.62588e-08 6.08638e-08 0 0 6.09179e-08 2.74699e-06 2.67973e-31 4.45522e-08 9.98093e-08 0.156503 4.5899e-08 -------------------------------------------------------------- Initialization seed trial #454 of 1000; initialization seed = 493581679 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 71 BIC score: 688492 Distortion: 0.000693072 Distortions/cluster: 4.36199e-05 2.78453e-05 3.27799e-05 0 1.89386e-05 0.000297696 9.64317e-35 3.44908e-05 9.48599e-05 4.67043e-05 2.87034e-05 2.37044e-35 4.22095e-05 1.08283e-34 1.27749e-35 2.52237e-05 Variance: 1.1739e-07 Variances/cluster: 4.44155e-08 5.4487e-08 6.07967e-08 0 6.33195e-08 6.57112e-07 6.86694e-32 6.09179e-08 1.00799e-07 2.74699e-06 7.51338e-08 0 4.87353e-08 0 0 7.24593e-08 -------------------------------------------------------------- Initialization seed trial #455 of 1000; initialization seed = 493581680 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 557513 Distortion: 0.0130494 Distortions/cluster: 4.67043e-05 0 3.99696e-05 1.9419e-05 7.87224e-05 4.90368e-05 0.00391362 1.25053e-05 2.43621e-05 3.78362e-05 2.51639e-05 2.26375e-05 0.00872182 2.17464e-05 4.81569e-35 3.58899e-05 Variance: 2.21027e-06 Variances/cluster: 2.74699e-06 0 6.86544e-08 7.41129e-08 1.1408e-07 8.51064e-08 0.00391989 6.12955e-08 5.43748e-08 4.08563e-08 4.07136e-08 5.00789e-08 0.156503 4.07962e-08 2.67973e-31 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #456 of 1000; initialization seed = 493581681 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 572541 Distortion: 0.00941387 Distortions/cluster: 4.85475e-05 0.000317415 4.67043e-05 9.0646e-06 0 1.43522e-05 4.44724e-05 2.05923e-05 1.08283e-34 1.27749e-35 1.71413e-05 2.35766e-05 4.18905e-05 1.43577e-05 9.3938e-05 0.00872182 Variance: 1.59449e-06 Variances/cluster: 5.13131e-08 5.34325e-07 2.74699e-06 5.14868e-08 0 7.55153e-08 4.47369e-08 5.5042e-08 0 0 4.26261e-08 6.47496e-08 6.31779e-08 5.81096e-08 1.00352e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #457 of 1000; initialization seed = 493581682 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 557879 Distortion: 0.0130505 Distortions/cluster: 3.78274e-05 4.81569e-35 0 0.00391362 1.14268e-05 1.86152e-05 6.60089e-05 3.04461e-05 2.57724e-05 2.21076e-05 8.366e-05 2.13164e-05 0.00872182 1.83545e-05 3.28006e-05 4.67043e-05 Variance: 2.21045e-06 Variances/cluster: 3.00181e-07 2.67973e-31 0 0.00391989 6.14291e-08 3.84574e-08 7.42266e-08 4.31211e-08 5.57797e-08 3.61784e-08 9.74749e-08 4.9684e-08 0.156503 6.41718e-08 3.86766e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #458 of 1000; initialization seed = 493581683 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 603848 Distortion: 0.00459709 Distortions/cluster: 4.67043e-05 4.67839e-05 3.73047e-05 2.24379e-05 1.69949e-05 0.00391362 0 2.51166e-05 3.81032e-05 1.13443e-05 4.07957e-05 0.000294241 2.37044e-35 2.5619e-05 9.64317e-35 7.80233e-05 Variance: 7.7864e-07 Variances/cluster: 2.74699e-06 8.44208e-08 6.0737e-08 3.6421e-08 6.17951e-08 0.00391989 0 4.22088e-08 4.08797e-08 6.13155e-08 6.98334e-08 6.81057e-07 0 5.42726e-08 6.86694e-32 1.24428e-07 -------------------------------------------------------------- Initialization seed trial #459 of 1000; initialization seed = 493581684 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 498389 Distortion: 0.0489331 Distortions/cluster: 2.86463e-05 4.67043e-05 2.43786e-05 0.00391362 2.95988e-05 3.32645e-05 0.0446389 2.37123e-05 3.36824e-05 3.57241e-05 1.96949e-05 3.07571e-05 3.25482e-05 2.25278e-05 1.93128e-05 4.81569e-35 Variance: 8.28813e-06 Variances/cluster: 7.5181e-08 2.74699e-06 7.18907e-08 0.00391989 6.24396e-08 3.8948e-08 0.0422886 4.87864e-08 5.91764e-08 2.95206e-07 6.41321e-08 4.31339e-08 6.08182e-08 3.65076e-08 3.95716e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #460 of 1000; initialization seed = 493581685 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 497562 Distortion: 0.0491934 Distortions/cluster: 1.45596e-05 0.0446389 2.13491e-05 1.46393e-05 1.36061e-05 3.67128e-05 4.67839e-05 4.07957e-05 1.60489e-05 1.67422e-05 2.97833e-05 3.93166e-05 2.5713e-05 2.40634e-05 0.00391362 0.000300791 Variance: 8.33222e-06 Variances/cluster: 3.43358e-08 0.0422886 3.30965e-08 3.70578e-08 4.53495e-08 5.98708e-08 8.44208e-08 6.98334e-08 3.63066e-08 3.20695e-08 6.70741e-08 3.38897e-07 5.05121e-08 7.13991e-08 0.00391989 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #461 of 1000; initialization seed = 493581686 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 501654 Distortion: 0.0452962 Distortions/cluster: 2.90275e-05 1.68837e-05 4.07957e-05 2.86012e-05 1.6402e-05 2.41041e-05 0.000297025 1.82594e-05 2.02314e-05 1.27749e-35 0.0446389 4.67043e-05 3.57241e-05 1.08283e-34 4.67839e-05 3.67128e-05 Variance: 7.67212e-06 Variances/cluster: 4.20652e-08 3.63841e-08 6.98334e-08 7.50627e-08 3.36766e-08 4.83005e-08 6.73472e-07 3.86813e-08 3.4938e-08 0 0.0422886 2.74699e-06 2.95206e-07 0 8.44208e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #462 of 1000; initialization seed = 493581687 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 606921 Distortion: 0.00435511 Distortions/cluster: 0.00391362 1.25384e-05 4.67043e-05 0 3.77639e-05 7.85708e-05 8.366e-05 2.21799e-05 9.64317e-35 2.40109e-05 2.37044e-35 4.81569e-35 2.13201e-05 2.27722e-05 6.81933e-05 2.37762e-05 Variance: 7.37654e-07 Variances/cluster: 0.00391989 6.17604e-08 2.74699e-06 0 4.07782e-08 1.25301e-07 9.74749e-08 3.61784e-08 6.86694e-32 4.11107e-08 0 2.67973e-31 7.30085e-08 4.88632e-08 7.6254e-08 5.62034e-08 -------------------------------------------------------------- Initialization seed trial #463 of 1000; initialization seed = 493581688 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 556185 Distortion: 0.0132821 Distortions/cluster: 3.89873e-05 2.48653e-05 2.16275e-05 1.69243e-05 2.91282e-05 0 4.90368e-05 0.00872182 1.54573e-05 0.00391362 2.86463e-05 1.65194e-05 2.94472e-05 0.000300791 3.99696e-05 3.53035e-05 Variance: 2.24969e-06 Variances/cluster: 3.38981e-07 5.16905e-08 3.58624e-08 3.7275e-08 6.26363e-08 0 8.51064e-08 0.156503 3.55309e-08 0.00391989 7.5181e-08 3.96108e-08 3.75569e-08 1.87971e-05 6.86544e-08 5.95142e-08 -------------------------------------------------------------- Initialization seed trial #464 of 1000; initialization seed = 493581689 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 572076 Distortion: 0.0094053 Distortions/cluster: 1.27749e-35 0.000293803 3.73047e-05 4.6908e-05 4.07912e-05 0 7.89562e-05 4.67043e-05 2.49934e-05 2.28553e-05 2.19517e-05 0.00872182 1.08283e-34 1.69003e-05 4.06713e-05 1.16404e-05 Variance: 1.59304e-06 Variances/cluster: 0 6.8162e-07 6.0737e-08 8.44922e-08 4.38106e-08 0 1.14088e-07 2.74699e-06 5.35143e-08 3.67998e-08 4.09507e-08 0.156503 0 6.32921e-08 6.97398e-08 6.15842e-08 -------------------------------------------------------------- Initialization seed trial #465 of 1000; initialization seed = 493581690 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 502513 Distortion: 0.0450335 Distortions/cluster: 3.29907e-05 4.07957e-05 1.27749e-35 2.95339e-05 2.33547e-05 1.08283e-34 1.91579e-05 2.98108e-05 4.81569e-35 2.23296e-05 3.57241e-05 3.06463e-05 0.0446389 4.67839e-05 4.67043e-05 3.67128e-05 Variance: 7.62762e-06 Variances/cluster: 3.87636e-08 6.98334e-08 0 6.11417e-08 4.91633e-08 0 3.94158e-08 7.58485e-08 2.67973e-31 3.63633e-08 2.95206e-07 4.30994e-08 0.0422886 8.44208e-08 2.74699e-06 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #466 of 1000; initialization seed = 493581691 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 556570 Distortion: 0.0133152 Distortions/cluster: 9.65827e-05 1.13864e-05 2.63467e-05 0 2.74111e-05 4.29076e-05 4.67043e-05 1.22116e-05 2.0997e-05 1.09004e-05 3.70447e-05 0.00391362 3.0086e-05 0.00872182 1.68373e-05 0.000300387 Variance: 2.25529e-06 Variances/cluster: 9.94584e-08 5.47247e-08 6.12513e-08 0 5.62806e-08 4.45522e-08 2.74699e-06 5.10782e-08 4.66449e-08 5.47582e-08 4.5899e-08 0.00391989 5.98083e-08 0.156503 7.44783e-08 7.47171e-07 -------------------------------------------------------------- Initialization seed trial #467 of 1000; initialization seed = 493581692 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 502380 Distortion: 0.0450459 Distortions/cluster: 4.67043e-05 3.79951e-05 3.27799e-05 2.97647e-05 2.51786e-05 1.08283e-34 1.27749e-35 4.81569e-35 3.44908e-05 2.26133e-05 2.51848e-05 0.0446389 2.58561e-05 7.74101e-05 1.89788e-05 3.00268e-05 Variance: 7.62973e-06 Variances/cluster: 2.74699e-06 4.08514e-08 6.07967e-08 6.11135e-08 4.22419e-08 0 0 2.67973e-31 6.09179e-08 3.65278e-08 7.23474e-08 0.0422886 5.3862e-08 1.23845e-07 6.34539e-08 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #468 of 1000; initialization seed = 493581693 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 498377 Distortion: 0.0489525 Distortions/cluster: 7.69665e-05 2.36116e-05 1.94952e-05 4.06528e-05 3.35214e-05 0.0446389 2.43816e-05 2.22531e-05 1.15575e-05 1.72269e-05 4.81569e-35 2.29397e-05 4.67043e-05 2.58511e-05 3.48071e-05 0.00391362 Variance: 8.29141e-06 Variances/cluster: 1.15382e-07 6.96288e-08 6.41085e-08 4.37089e-08 6.22874e-08 0.0422886 5.42972e-08 3.62386e-08 6.17997e-08 6.3563e-08 2.67973e-31 4.14035e-08 2.74699e-06 5.61933e-08 6.09382e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #469 of 1000; initialization seed = 493581694 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 572680 Distortion: 0.00938013 Distortions/cluster: 3.99701e-05 1.08283e-34 3.36824e-05 1.8854e-05 2.51399e-05 2.10473e-05 6.77147e-05 1.27749e-35 2.98939e-05 3.26327e-05 0.000300791 2.95971e-05 3.41996e-05 0 0.00872182 2.47879e-05 Variance: 1.58878e-06 Variances/cluster: 3.3869e-07 0 5.91764e-08 6.32482e-08 7.24266e-08 4.17564e-08 4.8571e-08 0 7.58668e-08 6.08624e-08 1.87971e-05 6.102e-08 4.48187e-08 0 0.156503 5.17446e-08 -------------------------------------------------------------- Initialization seed trial #470 of 1000; initialization seed = 493581695 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 557841 Distortion: 0.0130505 Distortions/cluster: 2.14989e-05 6.6306e-05 3.15345e-05 1.19199e-05 2.44385e-05 0 4.67043e-05 2.0049e-05 0.00872182 2.31055e-05 3.78274e-05 8.33627e-05 0.00391362 1.85474e-05 2.97714e-05 4.81569e-35 Variance: 2.21045e-06 Variances/cluster: 3.57083e-08 7.43933e-08 3.78987e-08 6.14374e-08 7.25122e-08 0 2.74699e-06 5.19357e-08 0.156503 4.79327e-08 3.00181e-07 9.73555e-08 0.00391989 3.83175e-08 4.28328e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #471 of 1000; initialization seed = 493581696 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 572561 Distortion: 0.00941447 Distortions/cluster: 0 2.46649e-05 9.32855e-05 0.000312931 5.17383e-05 4.27239e-05 1.08283e-34 1.90309e-05 4.67043e-05 1.27749e-35 1.93649e-05 1.23742e-05 1.07916e-05 4.67078e-05 1.23323e-05 0.00872182 Variance: 1.59459e-06 Variances/cluster: 0 6.19517e-08 1.01499e-07 4.79179e-07 5.30593e-08 7.72522e-08 0 7.15225e-08 2.74699e-06 0 4.41978e-08 5.59738e-08 4.90371e-08 4.51678e-08 5.89874e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #472 of 1000; initialization seed = 493581697 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 572074 Distortion: 0.00940531 Distortions/cluster: 3.58899e-05 1.27749e-35 4.07912e-05 2.28553e-05 1.69003e-05 0 2.49934e-05 2.19517e-05 4.67043e-05 1.08283e-34 1.16404e-05 4.90368e-05 3.99696e-05 0.00872182 0.000293803 7.89562e-05 Variance: 1.59304e-06 Variances/cluster: 6.04009e-08 0 4.38106e-08 3.67998e-08 6.32921e-08 0 5.35143e-08 4.09507e-08 2.74699e-06 0 6.15842e-08 8.51064e-08 6.86544e-08 0.156503 6.8162e-07 1.14088e-07 -------------------------------------------------------------- Initialization seed trial #473 of 1000; initialization seed = 493581698 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 572263 Distortion: 0.0094271 Distortions/cluster: 2.31608e-05 6.81933e-05 0 2.14173e-05 2.38315e-05 0.000288173 7.6245e-05 0.00872182 1.27749e-35 8.366e-05 1.28487e-05 4.67043e-05 1.06337e-05 1.41155e-05 3.6302e-05 1.08283e-34 Variance: 1.59673e-06 Variances/cluster: 6.20876e-08 7.6254e-08 0 3.5632e-08 4.05259e-08 1.00401e-06 1.2878e-07 0.156503 0 9.74749e-08 3.51027e-08 2.74699e-06 6.11079e-08 5.80839e-08 3.98889e-08 0 -------------------------------------------------------------- Initialization seed trial #474 of 1000; initialization seed = 493581699 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 572041 Distortion: 0.00939698 Distortions/cluster: 3.63856e-05 2.36519e-05 2.47318e-05 2.41418e-05 3.61391e-05 4.90368e-05 1.27749e-35 0.00872182 7.53736e-05 0.000307974 4.0274e-05 2.17335e-05 1.22168e-05 1.08283e-34 0 2.34974e-05 Variance: 1.59163e-06 Variances/cluster: 3.9893e-08 5.88301e-08 4.10107e-08 7.22754e-08 6.1129e-08 8.51064e-08 0 0.156503 1.28612e-07 1.71076e-05 6.8705e-08 3.58596e-08 6.20088e-08 0 0 4.7755e-08 -------------------------------------------------------------- Initialization seed trial #475 of 1000; initialization seed = 493581700 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 65 BIC score: 556456 Distortion: 0.013287 Distortions/cluster: 0.00391362 3.94347e-05 2.25667e-05 0.000277677 2.447e-05 3.33687e-05 0 3.42212e-05 4.67043e-05 3.28638e-05 3.23738e-05 3.57241e-05 2.17811e-05 3.07903e-05 0.00872182 1.9604e-05 Variance: 2.25051e-06 Variances/cluster: 0.00391989 7.3293e-08 3.65707e-08 1.83876e-06 7.1948e-08 5.91449e-08 0 3.95586e-08 2.74699e-06 6.08393e-08 4.32767e-08 2.95206e-07 4.29567e-08 5.23599e-08 0.156503 6.40449e-08 -------------------------------------------------------------- Initialization seed trial #476 of 1000; initialization seed = 493581701 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 571985 Distortion: 0.00939819 Distortions/cluster: 2.70593e-05 2.36116e-05 0 7.73913e-05 4.67043e-05 2.28877e-05 3.35214e-05 1.27749e-35 0.000298073 1.08283e-34 2.297e-05 1.94952e-05 4.10797e-05 3.48071e-05 2.87715e-05 0.00872182 Variance: 1.59183e-06 Variances/cluster: 5.32616e-08 6.96288e-08 0 1.14643e-07 2.74699e-06 4.14594e-08 6.22874e-08 0 6.49343e-07 0 3.68657e-08 6.41085e-08 4.39787e-08 6.09382e-08 7.51155e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #477 of 1000; initialization seed = 493581702 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 501669 Distortion: 0.0452867 Distortions/cluster: 2.86463e-05 3.96065e-05 0.000300791 1.27749e-35 3.67128e-05 1.62792e-05 2.0412e-05 1.08283e-34 1.77693e-05 2.93425e-05 2.91138e-05 2.49894e-05 4.07957e-05 1.6532e-05 4.67839e-05 0.0446389 Variance: 7.67051e-06 Variances/cluster: 7.5181e-08 3.35609e-07 1.87971e-05 0 5.98708e-08 3.36317e-08 3.50681e-08 0 3.79648e-08 6.2559e-08 4.22514e-08 5.16263e-08 6.98334e-08 3.59359e-08 8.44208e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #478 of 1000; initialization seed = 493581703 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 512728 Distortion: 0.0360405 Distortions/cluster: 2.25053e-05 7.80233e-05 4.67043e-05 2.51166e-05 4.81569e-35 4.67839e-05 4.07957e-05 2.99459e-05 3.73047e-05 2.37044e-35 3.81032e-05 0.0356196 2.98458e-05 1.08283e-34 1.27749e-35 2.58561e-05 Variance: 6.10443e-06 Variances/cluster: 3.64712e-08 1.24428e-07 2.74699e-06 4.22088e-08 2.67973e-31 8.44208e-08 6.98334e-08 7.58063e-08 6.0737e-08 0 4.08797e-08 0.035575 6.11545e-08 0 0 5.3862e-08 -------------------------------------------------------------- Initialization seed trial #479 of 1000; initialization seed = 493581704 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 502497 Distortion: 0.0450529 Distortions/cluster: 4.81569e-35 1.27749e-35 2.49036e-05 4.67043e-05 1.08283e-34 2.57132e-05 1.7577e-05 4.67839e-05 0.0446389 3.73047e-05 2.249e-05 1.13443e-05 2.45007e-05 4.07957e-05 3.78303e-05 7.80233e-05 Variance: 7.63091e-06 Variances/cluster: 2.67973e-31 0 4.2063e-08 2.74699e-06 0 5.61378e-08 6.39114e-08 8.44208e-08 0.0422886 6.0737e-08 3.63873e-08 6.13155e-08 5.43203e-08 6.98334e-08 4.08059e-08 1.24428e-07 -------------------------------------------------------------- Initialization seed trial #480 of 1000; initialization seed = 493581705 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 604017 Distortion: 0.00458895 Distortions/cluster: 4.04593e-05 0.000300791 2.43221e-05 0 2.9099e-05 1.6506e-05 0.00391362 2.83847e-05 2.96888e-05 2.06198e-05 8.366e-05 9.64317e-35 6.73163e-05 2.37044e-35 1.82039e-05 1.62792e-05 Variance: 7.77262e-07 Variances/cluster: 3.37121e-07 1.87971e-05 5.17444e-08 0 6.13853e-08 3.59577e-08 0.00391989 4.19235e-08 7.57307e-08 3.52434e-08 9.74749e-08 6.86694e-32 7.54422e-08 0 3.82398e-08 3.36317e-08 -------------------------------------------------------------- Initialization seed trial #481 of 1000; initialization seed = 493581706 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 71 BIC score: 556417 Distortion: 0.0133039 Distortions/cluster: 1.62866e-05 2.2009e-05 0.00391362 1.78871e-05 1.99616e-05 0.000300791 0 2.80359e-05 2.21668e-05 1.61051e-05 4.04593e-05 2.18494e-05 6.73163e-05 8.366e-05 0.00872182 1.19074e-05 Variance: 2.25337e-06 Variances/cluster: 3.5713e-08 4.89047e-08 0.00391989 3.77328e-08 3.45915e-08 1.87971e-05 0 4.19035e-08 7.29116e-08 3.34797e-08 3.37121e-07 5.31568e-08 7.54422e-08 9.74749e-08 0.156503 6.13734e-08 -------------------------------------------------------------- Initialization seed trial #482 of 1000; initialization seed = 493581707 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 497508 Distortion: 0.049215 Distortions/cluster: 4.67043e-05 0.00391362 2.08965e-05 0.000293514 2.53329e-05 1.10482e-05 3.25482e-05 2.03195e-05 7.58452e-05 0.0446389 2.02611e-05 3.48071e-05 2.08515e-05 2.4864e-05 1.62397e-05 1.92126e-05 Variance: 8.33587e-06 Variances/cluster: 2.74699e-06 0.00391989 4.01818e-08 7.1063e-07 5.25532e-08 6.06992e-08 6.08182e-08 3.99169e-08 1.12353e-07 0.0422886 4.03571e-08 6.09382e-08 3.54577e-08 7.22565e-08 6.22165e-08 6.35975e-08 -------------------------------------------------------------- Initialization seed trial #483 of 1000; initialization seed = 493581708 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 556318 Distortion: 0.0133136 Distortions/cluster: 1.45285e-05 1.30248e-05 1.71805e-05 2.25687e-05 9.22496e-06 6.76894e-05 0.00872182 0 1.62264e-05 3.0442e-05 8.366e-05 0.00391362 2.82355e-05 4.67043e-05 0.000300647 2.79839e-05 Variance: 2.25501e-06 Variances/cluster: 3.2867e-08 3.04282e-08 3.77556e-08 4.68187e-08 3.76486e-08 7.57754e-08 0.156503 0 3.49676e-08 4.4502e-08 9.74749e-08 0.00391989 6.38762e-08 2.74699e-06 2.56934e-06 7.46177e-08 -------------------------------------------------------------- Initialization seed trial #484 of 1000; initialization seed = 493581709 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 571824 Distortion: 0.00940413 Distortions/cluster: 2.32491e-05 0.00872182 3.44908e-05 1.96949e-05 4.67043e-05 1.08283e-34 2.27483e-05 4.16703e-05 1.27749e-35 0.00031848 0 7.60592e-05 2.21407e-05 1.98328e-05 3.28638e-05 2.43786e-05 Variance: 1.59284e-06 Variances/cluster: 3.76156e-08 0.156503 6.09179e-08 6.41321e-08 2.74699e-06 0 4.15079e-08 6.28457e-08 0 5.25502e-07 0 1.12006e-07 4.13806e-08 4.08887e-08 6.08393e-08 7.18907e-08 -------------------------------------------------------------- Initialization seed trial #485 of 1000; initialization seed = 493581710 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 69 BIC score: 574077 Distortion: 0.00914971 Distortions/cluster: 9.32357e-05 5.11104e-05 4.31422e-05 0 1.55113e-05 1.08283e-34 2.45642e-05 4.31034e-05 2.39335e-05 4.62472e-05 1.87746e-05 1.27749e-35 4.81569e-35 0.00872182 4.67043e-05 2.15595e-05 Variance: 1.54975e-06 Variances/cluster: 1.01334e-07 5.27943e-08 6.53614e-08 0 5.94113e-08 0 6.41151e-08 7.72401e-08 6.01153e-08 4.50273e-08 4.61142e-08 0 2.67973e-31 0.156503 2.74699e-06 7.08973e-08 -------------------------------------------------------------- Initialization seed trial #486 of 1000; initialization seed = 493581711 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 512734 Distortion: 0.0360406 Distortions/cluster: 4.90368e-05 2.97647e-05 3.7795e-05 7.82098e-05 3.61391e-05 0.0356196 4.0274e-05 4.81569e-35 1.08283e-34 2.52696e-05 2.57939e-05 3.00268e-05 4.67043e-05 1.27749e-35 2.19882e-05 2.37044e-35 Variance: 6.10443e-06 Variances/cluster: 8.51064e-08 6.11135e-08 4.07677e-08 1.13502e-07 6.1129e-08 0.035575 6.8705e-08 2.67973e-31 0 4.08186e-08 5.38445e-08 7.58193e-08 2.74699e-06 0 4.10188e-08 0 -------------------------------------------------------------- Initialization seed trial #487 of 1000; initialization seed = 493581712 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 571996 Distortion: 0.0093982 Distortions/cluster: 2.7094e-05 0.000297453 4.67043e-05 3.35214e-05 0.00872182 2.86012e-05 7.82999e-05 2.29791e-05 2.17412e-05 1.27749e-35 0 3.48071e-05 2.36116e-05 1.94952e-05 4.20705e-05 1.08283e-34 Variance: 1.59184e-06 Variances/cluster: 5.30168e-08 6.63905e-07 2.74699e-06 6.22874e-08 0.156503 7.50627e-08 1.1137e-07 3.68804e-08 4.10172e-08 0 0 6.09382e-08 6.96288e-08 6.41085e-08 4.48473e-08 0 -------------------------------------------------------------- Initialization seed trial #488 of 1000; initialization seed = 493581713 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 572333 Distortion: 0.00937403 Distortions/cluster: 1.91536e-05 3.36824e-05 4.05644e-05 0.00872182 3.26589e-05 2.39539e-05 2.07945e-05 3.64804e-05 3.77533e-05 0 3.48496e-05 1.27749e-35 3.80062e-05 1.08283e-34 0.000300791 3.35214e-05 Variance: 1.58774e-06 Variances/cluster: 6.36129e-08 5.91764e-08 3.37998e-07 0.156503 3.84642e-08 7.00189e-08 3.52409e-08 5.74438e-08 4.46745e-08 0 5.79811e-08 0 7.64653e-08 0 1.87971e-05 6.22874e-08 -------------------------------------------------------------- Initialization seed trial #489 of 1000; initialization seed = 493581714 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 501924 Distortion: 0.0452863 Distortions/cluster: 4.67839e-05 4.07957e-05 3.93166e-05 0.000300791 0.0446389 1.08283e-34 1.23631e-05 2.17986e-05 3.19313e-05 3.67128e-05 2.26054e-05 2.28608e-05 1.84216e-05 3.06109e-05 1.27749e-35 2.24152e-05 Variance: 7.67045e-06 Variances/cluster: 8.44208e-08 6.98334e-08 3.38897e-07 1.87971e-05 0.0422886 0 6.21209e-08 3.59672e-08 3.8192e-08 5.98708e-08 4.79904e-08 7.25683e-08 3.83746e-08 4.32932e-08 0 5.53411e-08 -------------------------------------------------------------- Initialization seed trial #490 of 1000; initialization seed = 493581715 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 572571 Distortion: 0.00940535 Distortions/cluster: 4.18146e-05 4.72422e-05 1.91517e-05 2.52929e-05 4.8904e-05 9.3938e-05 1.1536e-05 1.14112e-05 0.000307974 1.88711e-05 1.27749e-35 4.44724e-05 1.29201e-05 1.08283e-34 0 0.00872182 Variance: 1.59305e-06 Variances/cluster: 6.30633e-08 8.00651e-08 4.40126e-08 6.33699e-08 5.15265e-08 1.00352e-07 5.59824e-08 4.98145e-08 1.71076e-05 7.34054e-08 0 4.47369e-08 5.68985e-08 0 0 0.156503 -------------------------------------------------------------- Initialization seed trial #491 of 1000; initialization seed = 493581716 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 604584 Distortion: 0.00457885 Distortions/cluster: 4.67839e-05 2.43013e-05 2.21518e-05 2.37044e-35 3.93166e-05 2.02378e-05 3.67128e-05 6.55804e-05 0.000300791 2.32753e-05 1.20571e-05 4.07957e-05 0 0.00391362 9.64317e-35 3.32282e-05 Variance: 7.75551e-07 Variances/cluster: 8.44208e-08 7.23199e-08 5.6649e-08 0 3.38897e-07 4.03105e-08 5.98708e-08 4.79692e-08 1.87971e-05 4.78875e-08 6.1826e-08 6.98334e-08 0 0.00391989 6.86694e-32 4.47178e-08 -------------------------------------------------------------- Initialization seed trial #492 of 1000; initialization seed = 493581717 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 65 BIC score: 573594 Distortion: 0.0091633 Distortions/cluster: 2.07736e-05 2.86463e-05 1.27749e-35 7.67359e-05 2.04247e-05 4.67043e-05 0.00872182 2.56419e-05 4.81569e-35 6.81933e-05 1.08283e-34 2.08515e-05 2.94324e-05 2.04165e-05 0 8.366e-05 Variance: 1.55205e-06 Variances/cluster: 4.00224e-08 7.5181e-08 0 1.1401e-07 4.01235e-08 2.74699e-06 0.156503 5.26481e-08 2.67973e-31 7.6254e-08 0 3.54577e-08 6.24842e-08 4.03453e-08 0 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #493 of 1000; initialization seed = 493581718 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 573648 Distortion: 0.00914282 Distortions/cluster: 2.90326e-05 4.81569e-35 2.13489e-05 4.07957e-05 0 3.73047e-05 2.93543e-05 2.62679e-05 2.30175e-05 4.15428e-05 7.8852e-05 0.00872182 4.67043e-05 1.27749e-35 1.08283e-34 4.67839e-05 Variance: 1.54858e-06 Variances/cluster: 7.5797e-08 2.67973e-31 4.07383e-08 6.98334e-08 0 6.0737e-08 6.17935e-08 5.33852e-08 3.68238e-08 4.46178e-08 1.11995e-07 0.156503 2.74699e-06 0 0 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #494 of 1000; initialization seed = 493581719 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 502803 Distortion: 0.0450751 Distortions/cluster: 2.30523e-05 1.33506e-05 2.36123e-05 3.8862e-05 0.0446389 6.81933e-05 4.81569e-35 1.64708e-05 2.1505e-05 1.27749e-35 7.43491e-05 9.46586e-06 1.69263e-05 8.366e-05 1.08283e-34 4.67043e-05 Variance: 7.63467e-06 Variances/cluster: 6.17967e-08 4.6192e-08 4.04975e-08 4.27958e-08 0.0422886 7.6254e-08 2.67973e-31 4.31137e-08 3.57185e-08 0 1.22475e-07 5.91566e-08 7.39082e-08 9.74749e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #495 of 1000; initialization seed = 493581720 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 80 BIC score: 501786 Distortion: 0.0453086 Distortions/cluster: 1.0777e-05 4.67043e-05 2.29791e-05 1.93123e-05 1.27749e-35 2.86012e-05 1.08283e-34 2.96641e-05 2.23127e-05 2.17412e-05 2.30833e-05 4.20705e-05 2.7094e-05 7.82999e-05 0.0446389 0.000297016 Variance: 7.67422e-06 Variances/cluster: 5.49674e-08 2.74699e-06 3.68804e-08 6.45688e-08 0 7.50627e-08 0 6.07671e-08 4.89156e-08 4.10172e-08 7.37255e-08 4.48473e-08 5.30168e-08 1.1137e-07 0.0422886 6.64411e-07 -------------------------------------------------------------- Initialization seed trial #496 of 1000; initialization seed = 493581721 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 555978 Distortion: 0.0133096 Distortions/cluster: 2.23174e-05 2.40201e-05 2.39416e-05 1.97313e-05 1.90592e-05 2.28727e-05 0.000317415 4.67043e-05 4.17149e-05 0.00391362 1.56468e-05 0.00872182 2.30426e-05 0 7.66024e-05 2.10477e-05 Variance: 2.25433e-06 Variances/cluster: 4.14016e-08 6.03328e-08 6.26536e-08 4.03468e-08 4.62452e-08 4.29091e-08 5.34325e-07 2.74699e-06 6.25357e-08 0.00391989 5.97016e-08 0.156503 3.74633e-08 0 1.10051e-07 7.06079e-08 -------------------------------------------------------------- Initialization seed trial #497 of 1000; initialization seed = 493581722 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 71 BIC score: 606789 Distortion: 0.00433463 Distortions/cluster: 7.8852e-05 0.00391362 2.29193e-05 4.81569e-35 2.14045e-05 9.64317e-35 2.61719e-05 0 4.17764e-05 2.96461e-05 4.67043e-05 4.67839e-05 2.86463e-05 4.07957e-05 2.37044e-35 3.73047e-05 Variance: 7.34185e-07 Variances/cluster: 1.11995e-07 0.00391989 3.68435e-08 2.67973e-31 4.07665e-08 6.86694e-32 5.31902e-08 0 4.46767e-08 6.24078e-08 2.74699e-06 8.44208e-08 7.5181e-08 6.98334e-08 0 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #498 of 1000; initialization seed = 493581723 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 573760 Distortion: 0.00914142 Distortions/cluster: 3.27799e-05 2.45285e-05 4.67043e-05 1.08283e-34 0 3.98484e-05 4.81569e-35 3.39984e-05 3.44908e-05 0.00872182 4.13048e-05 3.73976e-05 8.43873e-05 1.27749e-35 1.89386e-05 2.52237e-05 Variance: 1.54834e-06 Variances/cluster: 6.07967e-08 4.04713e-08 2.74699e-06 0 0 6.30459e-08 2.67973e-31 5.3875e-08 6.09179e-08 0.156503 7.70551e-08 4.10475e-08 1.03154e-07 0 6.33195e-08 7.24593e-08 -------------------------------------------------------------- Initialization seed trial #499 of 1000; initialization seed = 493581724 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 502162 Distortion: 0.0453181 Distortions/cluster: 9.3841e-05 1.55309e-05 0.000297259 1.84413e-05 1.08283e-34 2.87034e-05 2.78453e-05 1.05384e-05 4.22095e-05 1.13485e-05 4.35702e-05 1.8614e-05 2.4569e-05 1.27749e-35 4.67043e-05 0.0446389 Variance: 7.67583e-06 Variances/cluster: 9.9822e-08 3.97082e-08 6.57599e-07 6.80277e-08 0 7.51338e-08 5.4487e-08 4.87733e-08 4.87353e-08 5.48063e-08 4.44101e-08 6.48368e-08 6.44644e-08 0 2.74699e-06 0.0422886 -------------------------------------------------------------- Initialization seed trial #500 of 1000; initialization seed = 493581725 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 557518 Distortion: 0.0130494 Distortions/cluster: 3.61391e-05 4.0274e-05 1.72269e-05 7.69665e-05 2.43816e-05 4.90368e-05 2.58511e-05 1.15575e-05 2.29397e-05 4.67043e-05 0.00872182 0.00391362 0 4.06528e-05 2.22531e-05 4.81569e-35 Variance: 2.21027e-06 Variances/cluster: 6.1129e-08 6.8705e-08 6.3563e-08 1.15382e-07 5.42972e-08 8.51064e-08 5.61933e-08 6.17997e-08 4.14035e-08 2.74699e-06 0.156503 0.00391989 0 4.37089e-08 3.62386e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #501 of 1000; initialization seed = 493581726 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 95 BIC score: 573931 Distortion: 0.00912817 Distortions/cluster: 1.27749e-35 4.90368e-05 1.08283e-34 3.79437e-05 3.53035e-05 3.65468e-05 3.91365e-05 3.1922e-05 0.00872182 3.57241e-05 3.27675e-05 2.12956e-05 3.99696e-05 4.81569e-35 0 4.67043e-05 Variance: 1.5461e-06 Variances/cluster: 0 8.51064e-08 0 6.12931e-08 5.95142e-08 4.4403e-08 7.6582e-08 5.17325e-08 0.156503 2.95206e-07 3.86375e-08 3.57267e-08 6.86544e-08 2.67973e-31 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #502 of 1000; initialization seed = 493581727 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 556728 Distortion: 0.0132902 Distortions/cluster: 0.00872182 3.52183e-05 2.15082e-05 4.67605e-05 3.42882e-05 3.36144e-05 0 3.31669e-05 3.13587e-05 1.56942e-05 0.00391362 0.000277076 2.2881e-05 2.74797e-05 4.35604e-05 3.21328e-05 Variance: 2.25105e-06 Variances/cluster: 0.156503 6.16586e-08 4.25864e-08 8.43786e-08 3.95903e-08 3.11208e-07 0 6.40238e-08 5.23346e-08 2.6595e-07 0.00391989 1.89761e-06 3.68411e-08 4.66507e-08 2.7222e-06 4.284e-08 -------------------------------------------------------------- Initialization seed trial #503 of 1000; initialization seed = 493581728 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 497946 Distortion: 0.049218 Distortions/cluster: 8.366e-05 2.22513e-05 1.57752e-05 0.000300791 0.0446389 1.59758e-05 1.42537e-05 4.17482e-05 1.59949e-05 1.31508e-05 1.52757e-05 6.73163e-05 2.18363e-05 2.78543e-05 9.60684e-06 0.00391362 Variance: 8.33639e-06 Variances/cluster: 9.74749e-08 6.88838e-08 3.42166e-08 1.87971e-05 0.0422886 3.64709e-08 3.27642e-08 3.39376e-07 8.20191e-08 4.17451e-08 3.11713e-08 7.54422e-08 4.71584e-08 4.16944e-08 4.2883e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #504 of 1000; initialization seed = 493581729 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 498377 Distortion: 0.0489525 Distortions/cluster: 0.00391362 1.72269e-05 2.50544e-05 4.02969e-05 1.15575e-05 7.78354e-05 3.48071e-05 2.25462e-05 0.0446389 2.42944e-05 3.26327e-05 2.2233e-05 4.67043e-05 4.81569e-35 1.89394e-05 2.58511e-05 Variance: 8.29142e-06 Variances/cluster: 0.00391989 6.3563e-08 7.2389e-08 4.36548e-08 6.17997e-08 1.14118e-07 6.09382e-08 3.63607e-08 0.0422886 5.42237e-08 6.08624e-08 4.10922e-08 2.74699e-06 2.67973e-31 6.33222e-08 5.61933e-08 -------------------------------------------------------------- Initialization seed trial #505 of 1000; initialization seed = 493581730 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 571993 Distortion: 0.0093982 Distortions/cluster: 0.00872182 2.87034e-05 7.82999e-05 3.44908e-05 1.08283e-34 1.27749e-35 0.000297584 2.52237e-05 1.89386e-05 2.31056e-05 3.27799e-05 2.69214e-05 4.67043e-05 0 2.17412e-05 4.18847e-05 Variance: 1.59184e-06 Variances/cluster: 0.156503 7.51338e-08 1.1137e-07 6.09179e-08 0 0 6.61243e-07 7.24593e-08 6.33195e-08 3.69647e-08 6.07967e-08 5.28861e-08 2.74699e-06 0 4.10172e-08 4.47925e-08 -------------------------------------------------------------- Initialization seed trial #506 of 1000; initialization seed = 493581731 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 498206 Distortion: 0.0489405 Distortions/cluster: 2.82137e-05 2.06198e-05 3.67128e-05 2.26942e-05 3.57241e-05 4.07957e-05 0.0446389 2.92125e-05 1.60957e-05 1.6793e-05 4.81569e-35 0.00391362 4.67839e-05 1.85431e-05 2.90326e-05 4.67043e-05 Variance: 8.28937e-06 Variances/cluster: 4.17945e-08 3.52434e-08 5.98708e-08 4.78737e-08 2.95206e-07 6.98334e-08 0.0422886 6.18859e-08 3.51404e-08 3.44796e-08 2.67973e-31 0.00391989 8.44208e-08 3.87893e-08 7.5797e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #507 of 1000; initialization seed = 493581732 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 557184 Distortion: 0.0130495 Distortions/cluster: 0.00391362 4.67043e-05 2.93425e-05 3.58899e-05 2.86463e-05 4.81569e-35 2.16694e-05 2.04525e-05 2.01712e-05 4.90368e-05 3.99696e-05 2.25392e-05 0 2.54525e-05 7.41804e-05 0.00872182 Variance: 2.21028e-06 Variances/cluster: 0.00391989 2.74699e-06 6.2559e-08 6.04009e-08 7.5181e-08 2.67973e-31 3.59319e-08 4.26945e-08 3.97815e-08 8.51064e-08 6.86544e-08 3.9332e-08 0 5.24748e-08 1.16625e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #508 of 1000; initialization seed = 493581733 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 534600 Distortion: 0.0220699 Distortions/cluster: 2.20237e-05 0 2.1385e-05 2.25264e-05 0.000118409 1.27749e-35 1.21027e-05 2.37044e-35 3.26884e-05 0.000300791 1.08283e-34 0.0214225 2.17247e-05 3.07732e-05 4.23632e-05 2.26106e-05 Variance: 3.73813e-06 Variances/cluster: 3.61002e-08 0 4.42709e-08 4.92879e-08 1.10421e-07 0 6.17435e-08 0 3.86354e-08 1.87971e-05 0 3.20591e-05 7.26524e-08 4.32171e-08 3.41596e-07 5.3702e-08 -------------------------------------------------------------- Initialization seed trial #509 of 1000; initialization seed = 493581734 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 573900 Distortion: 0.00914533 Distortions/cluster: 2.79473e-05 4.67043e-05 3.14009e-05 2.51385e-05 1.08283e-34 3.44908e-05 4.2715e-05 0 1.90236e-05 3.10082e-05 1.27749e-35 9.83966e-05 3.39052e-05 4.81569e-35 0.00872182 3.27799e-05 Variance: 1.54901e-06 Variances/cluster: 5.7618e-08 2.74699e-06 6.02655e-08 7.24227e-08 0 6.09179e-08 4.46771e-08 0 6.33916e-08 7.56237e-08 0 9.92814e-08 4.39706e-08 2.67973e-31 0.156503 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #510 of 1000; initialization seed = 493581735 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 501785 Distortion: 0.0453082 Distortions/cluster: 4.20705e-05 0.0446389 2.86012e-05 2.51858e-05 1.27749e-35 1.08283e-34 7.82999e-05 0.000297453 1.231e-05 2.48735e-05 2.7094e-05 1.31485e-05 2.29791e-05 2.87689e-05 2.17412e-05 4.67043e-05 Variance: 7.67414e-06 Variances/cluster: 4.48473e-08 0.0422886 7.50627e-08 7.36195e-08 0 0 1.1137e-07 6.63905e-07 5.61921e-08 5.42916e-08 5.30168e-08 5.32159e-08 3.68804e-08 5.92979e-08 4.10172e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #511 of 1000; initialization seed = 493581736 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 497306 Distortion: 0.0492217 Distortions/cluster: 2.63467e-05 4.67043e-05 7.26118e-05 2.28447e-05 8.78315e-06 1.96623e-05 0.0446389 2.43224e-05 1.2144e-05 2.89397e-05 3.22652e-05 2.21555e-05 0.000300177 1.84447e-05 3.37085e-05 0.00391362 Variance: 8.337e-06 Variances/cluster: 6.12513e-08 2.74699e-06 1.16541e-07 4.96464e-08 3.39078e-08 4.1131e-08 0.0422886 5.24142e-08 3.04325e-08 6.07928e-08 8.00371e-08 4.05741e-08 7.52264e-07 3.78709e-08 7.32563e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #512 of 1000; initialization seed = 493581737 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 574074 Distortion: 0.00913037 Distortions/cluster: 3.67128e-05 3.62143e-05 3.00347e-05 1.08283e-34 4.67043e-05 4.81569e-35 4.67839e-05 3.05984e-05 4.83631e-05 4.07957e-05 0.00872182 1.27749e-35 0 3.69874e-05 3.00803e-05 2.52784e-05 Variance: 1.54647e-06 Variances/cluster: 5.98708e-08 2.96805e-07 4.14796e-08 0 2.74699e-06 2.67973e-31 8.44208e-08 6.08268e-08 4.87489e-08 6.98334e-08 0.156503 0 0 4.07764e-08 7.57631e-08 5.15838e-08 -------------------------------------------------------------- Initialization seed trial #513 of 1000; initialization seed = 493581738 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 512004 Distortion: 0.0362959 Distortions/cluster: 2.7094e-05 2.17412e-05 1.94952e-05 7.82999e-05 4.67043e-05 1.27749e-35 0.000297453 3.35214e-05 2.36116e-05 3.48071e-05 4.20705e-05 2.29791e-05 1.08283e-34 0.0356196 2.86012e-05 2.37044e-35 Variance: 6.14768e-06 Variances/cluster: 5.30168e-08 4.10172e-08 6.41085e-08 1.1137e-07 2.74699e-06 0 6.63905e-07 6.22874e-08 6.96288e-08 6.09382e-08 4.48473e-08 3.68804e-08 0 0.035575 7.50627e-08 0 -------------------------------------------------------------- Initialization seed trial #514 of 1000; initialization seed = 493581739 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 603783 Distortion: 0.00459052 Distortions/cluster: 3.81032e-05 2.25053e-05 4.67043e-05 2.58152e-05 2.94789e-05 7.74101e-05 2.51786e-05 2.43786e-05 0 9.64317e-35 0.000300272 0.00391362 1.96949e-05 2.37044e-35 3.28638e-05 3.44908e-05 Variance: 7.77527e-07 Variances/cluster: 4.08797e-08 3.64712e-08 2.74699e-06 5.3889e-08 6.07763e-08 1.23845e-07 4.22419e-08 7.18907e-08 0 6.86694e-32 7.5062e-07 0.00391989 6.41321e-08 0 6.08393e-08 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #515 of 1000; initialization seed = 493581740 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 88 BIC score: 502333 Distortion: 0.0450492 Distortions/cluster: 2.86463e-05 4.67043e-05 2.29193e-05 1.08283e-34 2.61316e-05 4.81569e-35 2.19964e-05 3.33079e-05 7.80506e-05 4.09224e-05 1.27749e-35 2.62273e-05 3.41628e-05 2.97415e-05 2.1474e-05 0.0446389 Variance: 7.63029e-06 Variances/cluster: 7.5181e-08 2.74699e-06 3.68435e-08 0 5.32163e-08 2.67973e-31 4.09577e-08 8.00416e-08 1.12943e-07 4.38573e-08 0 6.12585e-08 7.4731e-08 6.2346e-08 4.74936e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #516 of 1000; initialization seed = 493581741 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 65 BIC score: 555961 Distortion: 0.0133127 Distortions/cluster: 0 4.90368e-05 2.17492e-05 2.57228e-05 3.58899e-05 3.99696e-05 2.05212e-05 0.0002845 1.91476e-05 7.46746e-05 4.67043e-05 2.13703e-05 0.00872182 0.00391362 1.60958e-05 2.1904e-05 Variance: 2.25487e-06 Variances/cluster: 0 8.51064e-08 4.0198e-08 7.26574e-08 6.04009e-08 6.86544e-08 3.50749e-08 8.54285e-07 3.94762e-08 1.15944e-07 2.74699e-06 4.59535e-08 0.156503 0.00391989 8.25358e-08 4.12468e-08 -------------------------------------------------------------- Initialization seed trial #517 of 1000; initialization seed = 493581742 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 606785 Distortion: 0.00433464 Distortions/cluster: 4.15428e-05 7.8852e-05 4.67043e-05 4.90368e-05 3.99696e-05 9.64317e-35 4.81569e-35 2.93543e-05 0.00391362 2.60762e-05 2.37044e-35 2.90326e-05 2.14045e-05 2.31538e-05 0 3.58899e-05 Variance: 7.34187e-07 Variances/cluster: 4.46178e-08 1.11995e-07 2.74699e-06 8.51064e-08 6.86544e-08 6.86694e-32 2.67973e-31 6.17935e-08 0.00391989 5.32119e-08 0 7.5797e-08 4.07665e-08 3.69827e-08 0 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #518 of 1000; initialization seed = 493581743 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 572206 Distortion: 0.00937623 Distortions/cluster: 1.92403e-05 1.27749e-35 0.000300791 2.39374e-05 4.07957e-05 0.00872182 4.67839e-05 1.08283e-34 0 2.95988e-05 2.23668e-05 3.13821e-05 3.32602e-05 3.67128e-05 4.08979e-05 2.86463e-05 Variance: 1.58812e-06 Variances/cluster: 3.98312e-08 0 1.87971e-05 4.9453e-08 6.98334e-08 0.156503 8.44208e-08 0 0 6.24396e-08 3.63646e-08 4.34016e-08 3.88975e-08 5.98708e-08 3.37961e-07 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #519 of 1000; initialization seed = 493581744 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 62 BIC score: 572164 Distortion: 0.00940396 Distortions/cluster: 1.08283e-34 0.000301126 3.05004e-05 1.27749e-35 1.85706e-05 2.04943e-05 6.76894e-05 0.00872182 0 4.67043e-05 2.90326e-05 2.92125e-05 2.23264e-05 1.60534e-05 8.366e-05 1.67752e-05 Variance: 1.59281e-06 Variances/cluster: 0 2.55162e-06 4.44573e-08 0 3.90922e-08 3.50889e-08 7.57754e-08 0.156503 0 2.74699e-06 7.5797e-08 6.18859e-08 4.71974e-08 3.35815e-08 9.74749e-08 3.59951e-08 -------------------------------------------------------------- Initialization seed trial #520 of 1000; initialization seed = 493581745 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 688256 Distortion: 0.000701271 Distortions/cluster: 1.08283e-34 4.67839e-05 2.37044e-35 7.4348e-05 0.00028749 1.27749e-35 4.07957e-05 2.42177e-05 9.64317e-35 0 7.94687e-05 2.52887e-05 4.67043e-05 1.57942e-05 3.78634e-05 2.25163e-05 Variance: 1.18779e-07 Variances/cluster: 0 8.44208e-08 0 5.09532e-08 1.14529e-06 0 6.98334e-08 4.13938e-08 6.86694e-32 0 1.15665e-07 5.73387e-08 2.74699e-06 6.58038e-08 6.15463e-08 4.78013e-08 -------------------------------------------------------------- Initialization seed trial #521 of 1000; initialization seed = 493581746 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 501968 Distortion: 0.0452831 Distortions/cluster: 4.18609e-05 0.000300791 3.80062e-05 1.08283e-34 3.26589e-05 1.27749e-35 2.19582e-05 3.50058e-05 1.56781e-05 3.75837e-05 0.0446389 2.07945e-05 2.11739e-05 2.39699e-05 1.95036e-05 3.52046e-05 Variance: 7.6699e-06 Variances/cluster: 3.40294e-07 1.87971e-05 7.64653e-08 0 3.84642e-08 0 5.80713e-08 5.80478e-08 5.9821e-08 4.46855e-08 0.0422886 3.52409e-08 7.05577e-08 6.02067e-08 4.74386e-08 5.55223e-08 -------------------------------------------------------------- Initialization seed trial #522 of 1000; initialization seed = 493581747 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 688245 Distortion: 0.000706393 Distortions/cluster: 2.37044e-35 0.000313359 4.67043e-05 9.64317e-35 3.37267e-05 4.27239e-05 4.65898e-05 1.27749e-35 2.36116e-05 1.08283e-34 3.44908e-05 0 1.96059e-05 5.19309e-05 9.36493e-05 0 Variance: 1.19646e-07 Variances/cluster: 0 4.79102e-07 2.74699e-06 6.86694e-32 6.22065e-08 7.72522e-08 4.49668e-08 0 6.96288e-08 0 6.09179e-08 0 6.42612e-08 5.32567e-08 1.02005e-07 0 -------------------------------------------------------------- Initialization seed trial #523 of 1000; initialization seed = 493581748 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 572087 Distortion: 0.00939706 Distortions/cluster: 1.9419e-05 0.00872182 0 2.29781e-05 4.07957e-05 3.73047e-05 2.43878e-05 0.000307974 1.08283e-34 1.27749e-35 2.42723e-05 4.07647e-05 1.25053e-05 4.67839e-05 7.57945e-05 2.22573e-05 Variance: 1.59164e-06 Variances/cluster: 7.41129e-08 0.156503 0 5.02762e-08 6.98334e-08 6.0737e-08 4.18276e-08 1.71076e-05 0 0 5.42955e-08 4.37821e-08 6.12955e-08 8.44208e-08 1.19351e-07 3.62454e-08 -------------------------------------------------------------- Initialization seed trial #524 of 1000; initialization seed = 493581749 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 501841 Distortion: 0.0452887 Distortions/cluster: 2.48215e-05 1.97726e-05 1.08283e-34 2.52237e-05 3.33687e-05 1.27749e-35 2.86012e-05 4.35604e-05 3.32995e-05 3.14729e-05 0.000297331 3.82031e-05 2.2366e-05 3.27799e-05 0.0446389 1.89386e-05 Variance: 7.67084e-06 Variances/cluster: 4.93425e-08 4.03484e-08 0 7.24593e-08 5.91449e-08 0 7.50627e-08 2.7222e-06 3.8989e-08 4.33474e-08 6.66606e-07 3.15692e-07 3.63634e-08 6.07967e-08 0.0422886 6.33195e-08 -------------------------------------------------------------- Initialization seed trial #525 of 1000; initialization seed = 493581750 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 557841 Distortion: 0.0130505 Distortions/cluster: 6.60089e-05 2.31055e-05 8.366e-05 2.44385e-05 2.97714e-05 0.00391362 2.0049e-05 3.15345e-05 1.19199e-05 1.85474e-05 0 4.67043e-05 2.14989e-05 0.00872182 3.78274e-05 4.81569e-35 Variance: 2.21045e-06 Variances/cluster: 7.42266e-08 4.79327e-08 9.74749e-08 7.25122e-08 4.28328e-08 0.00391989 5.19357e-08 3.78987e-08 6.14374e-08 3.83175e-08 0 2.74699e-06 3.57083e-08 0.156503 3.00181e-07 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #526 of 1000; initialization seed = 493581751 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 573642 Distortion: 0.00914281 Distortions/cluster: 4.67043e-05 2.92997e-05 1.08283e-34 0 4.07957e-05 1.27749e-35 2.98939e-05 2.26809e-05 7.8867e-05 4.67839e-05 4.09185e-05 0.00872182 2.57855e-05 2.19517e-05 4.81569e-35 3.73047e-05 Variance: 1.54858e-06 Variances/cluster: 2.74699e-06 6.10362e-08 0 0 6.98334e-08 0 7.58668e-08 3.66369e-08 1.14124e-07 8.44208e-08 4.38531e-08 0.156503 5.36033e-08 4.09507e-08 2.67973e-31 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #527 of 1000; initialization seed = 493581752 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 572202 Distortion: 0.00937623 Distortions/cluster: 0.00872182 1.93494e-05 0 2.86463e-05 2.95988e-05 2.40531e-05 3.67128e-05 4.67839e-05 3.08525e-05 1.08283e-34 3.32645e-05 4.07957e-05 4.08979e-05 2.26639e-05 1.27749e-35 0.000300791 Variance: 1.58811e-06 Variances/cluster: 0.156503 3.95656e-08 0 7.5181e-08 6.24396e-08 4.94876e-08 5.98708e-08 8.44208e-08 4.32676e-08 0 3.8948e-08 6.98334e-08 3.37961e-07 3.66687e-08 0 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #528 of 1000; initialization seed = 493581753 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 572063 Distortion: 0.00940537 Distortions/cluster: 7.87896e-05 4.67839e-05 1.08283e-34 3.80343e-05 4.07957e-05 4.67043e-05 3.73047e-05 0 1.96814e-05 0.00872182 1.27749e-35 2.47007e-05 1.22815e-05 2.57125e-05 2.19517e-05 0.000290811 Variance: 1.59305e-06 Variances/cluster: 1.14177e-07 8.44208e-08 0 4.09375e-08 6.98334e-08 2.74699e-06 6.0737e-08 0 7.23525e-08 0.156503 0 5.35759e-08 6.14026e-08 4.12012e-08 4.09507e-08 6.89068e-07 -------------------------------------------------------------- Initialization seed trial #529 of 1000; initialization seed = 493581754 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 511731 Distortion: 0.0361449 Distortions/cluster: 1.53803e-05 3.56628e-05 0.0214228 2.01664e-05 1.55785e-05 1.34817e-05 1.41533e-05 1.52848e-05 2.03791e-05 0 0.000300791 1.5003e-05 2.90536e-05 2.50444e-05 0.00391362 0.0102885 Variance: 6.1221e-06 Variances/cluster: 3.56819e-08 3.36402e-07 3.12639e-05 3.48257e-08 3.66517e-08 3.08479e-08 3.46865e-08 2.42559e-07 4.32639e-08 0 1.87971e-05 3.61486e-08 7.60505e-08 5.50382e-08 0.00391989 9.99481e-06 -------------------------------------------------------------- Initialization seed trial #530 of 1000; initialization seed = 493581755 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 59 BIC score: 557358 Distortion: 0.0130457 Distortions/cluster: 4.81569e-35 3.3134e-05 4.09224e-05 2.63467e-05 7.80506e-05 2.2611e-05 0.00391362 0 2.19964e-05 2.29193e-05 2.86463e-05 2.97415e-05 0.00872182 2.61316e-05 3.30761e-05 4.67043e-05 Variance: 2.20964e-06 Variances/cluster: 2.67973e-31 7.31204e-08 4.38573e-08 6.12513e-08 1.12943e-07 4.94611e-08 0.00391989 0 4.09577e-08 3.68435e-08 7.5181e-08 6.2346e-08 0.156503 5.32163e-08 8.0062e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #531 of 1000; initialization seed = 493581756 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 557430 Distortion: 0.0130424 Distortions/cluster: 0.00391362 2.61316e-05 0.00872182 0 2.46633e-05 7.84947e-05 3.28638e-05 1.94117e-05 2.29193e-05 4.67043e-05 4.09224e-05 2.19964e-05 2.97415e-05 4.81569e-35 3.44908e-05 2.86463e-05 Variance: 2.20908e-06 Variances/cluster: 0.00391989 5.32163e-08 0.156503 0 7.20923e-08 1.13421e-07 6.08393e-08 6.38337e-08 3.68435e-08 2.74699e-06 4.38573e-08 4.09577e-08 6.2346e-08 2.67973e-31 6.09179e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #532 of 1000; initialization seed = 493581757 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 83 BIC score: 556596 Distortion: 0.0133064 Distortions/cluster: 0.00391362 0 1.43097e-05 1.37663e-05 1.91256e-05 3.81075e-05 1.83674e-05 2.94969e-05 2.48473e-05 0.000307974 2.80848e-05 2.93628e-05 0.00872182 4.24027e-05 9.64702e-05 8.6007e-06 Variance: 2.25379e-06 Variances/cluster: 0.00391989 0 7.569e-08 5.73413e-08 5.54186e-08 4.64674e-08 4.37179e-08 6.05637e-08 6.38538e-08 1.71076e-05 5.58295e-08 7.56714e-08 0.156503 4.42116e-08 9.90366e-08 5.0576e-08 -------------------------------------------------------------- Initialization seed trial #533 of 1000; initialization seed = 493581758 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 497750 Distortion: 0.049226 Distortions/cluster: 1.41568e-05 1.23337e-05 1.43805e-05 1.55247e-05 3.78274e-05 0.00391362 0.0002967 6.60089e-05 8.66312e-06 4.67043e-05 8.366e-05 0.0446389 1.1575e-05 2.86012e-05 1.42375e-05 2.30539e-05 Variance: 8.33773e-06 Variances/cluster: 3.67673e-08 3.02269e-08 3.41551e-08 3.61849e-08 3.00181e-07 0.00391989 6.83586e-07 7.42266e-08 3.43735e-08 2.74699e-06 9.74749e-08 0.0422886 2.93006e-08 7.50627e-08 3.40581e-08 4.72375e-08 -------------------------------------------------------------- Initialization seed trial #534 of 1000; initialization seed = 493581759 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 555875 Distortion: 0.0133053 Distortions/cluster: 3.44908e-05 2.20708e-05 0.00391362 2.08911e-05 3.33744e-05 0 4.67043e-05 7.13515e-05 0.00872182 1.96059e-05 0.000300177 2.39625e-05 2.48897e-05 2.43947e-05 2.90836e-05 1.88478e-05 Variance: 2.25361e-06 Variances/cluster: 6.09179e-08 4.14049e-08 0.00391989 3.54045e-08 6.16704e-08 0 2.74699e-06 1.20312e-07 0.156503 6.42612e-08 7.52264e-07 7.04558e-08 5.2952e-08 4.14132e-08 6.08395e-08 3.91811e-08 -------------------------------------------------------------- Initialization seed trial #535 of 1000; initialization seed = 493581760 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 572034 Distortion: 0.00941764 Distortions/cluster: 0.000307974 2.06392e-05 2.25944e-05 2.08372e-05 2.21246e-05 0 1.25384e-05 2.01011e-05 8.37767e-05 0.00872182 1.08283e-34 7.60724e-05 6.80765e-05 1.97694e-05 2.13201e-05 1.27749e-35 Variance: 1.59513e-06 Variances/cluster: 1.71076e-05 4.08661e-08 5.44393e-08 3.97619e-08 4.89442e-08 0 6.17604e-08 3.46531e-08 9.74973e-08 0.156503 0 1.15251e-07 7.62086e-08 3.93779e-08 7.30085e-08 0 -------------------------------------------------------------- Initialization seed trial #536 of 1000; initialization seed = 493581761 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 503008 Distortion: 0.045057 Distortions/cluster: 3.44908e-05 4.67043e-05 2.43786e-05 2.43726e-05 1.96949e-05 1.14268e-05 7.96462e-05 1.27749e-35 1.08283e-34 2.47784e-05 2.60785e-05 7.48433e-05 4.81569e-35 0.0446389 3.28638e-05 1.88408e-05 Variance: 7.63161e-06 Variances/cluster: 6.09179e-08 2.74699e-06 7.18907e-08 5.57675e-08 6.41321e-08 6.14291e-08 1.15419e-07 0 0 4.2208e-08 5.52465e-08 5.10129e-08 2.67973e-31 0.0422886 6.08393e-08 6.40794e-08 -------------------------------------------------------------- Initialization seed trial #537 of 1000; initialization seed = 493581762 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 501912 Distortion: 0.0453099 Distortions/cluster: 2.94176e-05 1.27749e-35 1.08283e-34 6.73163e-05 4.17482e-05 2.24416e-05 8.366e-05 1.53256e-05 0.0446389 2.74576e-05 1.51533e-05 1.62995e-05 0.000300791 2.40634e-05 1.37832e-05 1.35495e-05 Variance: 7.67445e-06 Variances/cluster: 6.73118e-08 0 0 7.54422e-08 3.39376e-07 4.7341e-08 9.74749e-08 3.59721e-08 0.0422886 4.1662e-08 3.39729e-08 3.18313e-08 1.87971e-05 7.13991e-08 3.20512e-08 4.63976e-08 -------------------------------------------------------------- Initialization seed trial #538 of 1000; initialization seed = 493581763 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 556163 Distortion: 0.0133046 Distortions/cluster: 2.17503e-05 7.58918e-05 4.67043e-05 1.90462e-05 3.96811e-05 0.00872182 2.18254e-05 2.28263e-05 2.51159e-05 0.00391362 2.35825e-05 1.68394e-05 0.00028863 3.44908e-05 3.27799e-05 0 Variance: 2.25349e-06 Variances/cluster: 3.97591e-08 1.15855e-07 2.74699e-06 6.34671e-08 4.33162e-08 0.156503 3.58929e-08 4.68673e-08 7.23574e-08 0.00391989 5.92471e-08 6.68173e-08 1.06892e-06 6.09179e-08 6.07967e-08 0 -------------------------------------------------------------- Initialization seed trial #539 of 1000; initialization seed = 493581764 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 501967 Distortion: 0.0453368 Distortions/cluster: 0.000273193 1.97927e-05 1.95122e-05 8.37767e-05 2.01872e-05 4.67043e-05 1.54405e-05 1.92538e-05 7.1686e-05 2.07304e-05 1.08283e-34 2.3858e-05 1.57153e-05 0.0446389 6.80765e-05 1.27749e-35 Variance: 7.67901e-06 Variances/cluster: 2.60161e-06 3.4478e-08 5.12087e-08 9.74973e-08 4.013e-08 2.74699e-06 4.88583e-08 3.92099e-08 1.24228e-07 5.72609e-08 0 4.06402e-08 6.6304e-08 0.0422886 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #540 of 1000; initialization seed = 493581765 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 573649 Distortion: 0.00914283 Distortions/cluster: 2.14045e-05 4.81569e-35 4.67043e-05 4.67839e-05 2.86463e-05 1.08283e-34 0 7.8852e-05 3.73047e-05 0.00872182 4.15428e-05 2.61719e-05 2.96461e-05 2.31538e-05 4.07957e-05 1.27749e-35 Variance: 1.54858e-06 Variances/cluster: 4.07665e-08 2.67973e-31 2.74699e-06 8.44208e-08 7.5181e-08 0 0 1.11995e-07 6.0737e-08 0.156503 4.46178e-08 5.31902e-08 6.24078e-08 3.69827e-08 6.98334e-08 0 -------------------------------------------------------------- Initialization seed trial #541 of 1000; initialization seed = 493581766 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 73 BIC score: 603776 Distortion: 0.00459681 Distortions/cluster: 2.38236e-05 7.32149e-05 4.90368e-05 0 4.0274e-05 2.31012e-05 9.64317e-35 2.16577e-05 3.61391e-05 0.00391362 1.827e-05 2.4424e-05 2.37044e-35 3.89331e-05 0.000287608 4.67043e-05 Variance: 7.78592e-07 Variances/cluster: 5.86734e-08 1.23039e-07 8.51064e-08 0 6.8705e-08 4.68545e-08 6.86694e-32 3.57937e-08 6.1129e-08 0.00391989 6.74115e-08 4.09074e-08 0 4.27798e-08 1.12338e-06 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #542 of 1000; initialization seed = 493581767 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 501747 Distortion: 0.0453081 Distortions/cluster: 1.827e-05 4.67043e-05 1.89788e-05 2.35463e-05 1.27749e-35 2.27002e-05 3.27799e-05 0.0446389 1.08283e-34 3.44908e-05 2.33865e-05 2.46285e-05 0.000287413 3.64878e-05 2.51848e-05 7.45907e-05 Variance: 7.67413e-06 Variances/cluster: 6.74115e-08 2.74699e-06 6.34539e-08 5.84221e-08 0 4.66084e-08 6.07967e-08 0.0422886 0 6.09179e-08 4.05273e-08 4.037e-08 1.13593e-06 4.0049e-08 7.23474e-08 1.20103e-07 -------------------------------------------------------------- Initialization seed trial #543 of 1000; initialization seed = 493581768 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 512848 Distortion: 0.0360393 Distortions/cluster: 1.27749e-35 2.54384e-05 3.33158e-05 4.67043e-05 1.08283e-34 2.40209e-05 4.81569e-35 1.96059e-05 0.0356196 3.44908e-05 2.37044e-35 4.1779e-05 4.94716e-05 4.29356e-05 2.29287e-05 7.90098e-05 Variance: 6.10421e-06 Variances/cluster: 0 3.87737e-08 6.16762e-08 2.74699e-06 0 7.04205e-08 2.67973e-31 6.42612e-08 0.035575 6.09179e-08 0 6.32003e-08 8.03046e-08 4.53345e-08 4.26936e-08 1.10185e-07 -------------------------------------------------------------- Initialization seed trial #544 of 1000; initialization seed = 493581769 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 502859 Distortion: 0.045054 Distortions/cluster: 1.14771e-05 3.05572e-05 1.27749e-35 1.85678e-05 1.92095e-05 6.6306e-05 4.67043e-05 1.08283e-34 2.60768e-05 3.25242e-05 0.0446389 8.33627e-05 2.19266e-05 4.81569e-35 2.05152e-05 3.78274e-05 Variance: 7.63109e-06 Variances/cluster: 6.16996e-08 4.30952e-08 0 3.85987e-08 6.38141e-08 7.43933e-08 2.74699e-06 0 5.55963e-08 3.85325e-08 0.0422886 9.73555e-08 3.60001e-08 2.67973e-31 4.96691e-08 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #545 of 1000; initialization seed = 493581770 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 572206 Distortion: 0.00937623 Distortions/cluster: 1.91975e-05 3.32602e-05 4.08979e-05 0.000300791 3.67128e-05 3.14248e-05 2.95988e-05 0.00872182 1.08283e-34 2.40021e-05 4.67839e-05 1.27749e-35 2.2302e-05 4.07957e-05 0 2.86463e-05 Variance: 1.58812e-06 Variances/cluster: 3.9825e-08 3.88975e-08 3.37961e-07 1.87971e-05 5.98708e-08 4.34007e-08 6.24396e-08 0.156503 0 4.94844e-08 8.44208e-08 0 3.63182e-08 6.98334e-08 0 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #546 of 1000; initialization seed = 493581771 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 498478 Distortion: 0.0489401 Distortions/cluster: 4.07957e-05 4.81569e-35 2.24798e-05 0.0446389 4.67043e-05 3.57241e-05 1.18174e-05 3.67128e-05 2.20905e-05 2.20237e-05 0.00391362 3.26101e-05 3.04461e-05 4.67839e-05 1.84954e-05 2.08744e-05 Variance: 8.28931e-06 Variances/cluster: 6.98334e-08 2.67973e-31 4.91859e-08 0.0422886 2.74699e-06 2.95206e-07 6.1225e-08 5.98708e-08 7.29005e-08 3.61002e-08 0.00391989 3.85884e-08 4.31211e-08 8.44208e-08 3.83684e-08 5.01743e-08 -------------------------------------------------------------- Initialization seed trial #547 of 1000; initialization seed = 493581772 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 556447 Distortion: 0.0132869 Distortions/cluster: 3.36824e-05 2.30022e-05 1.96949e-05 4.67043e-05 0.00391362 0.00872182 3.25482e-05 3.13313e-05 3.57241e-05 2.43786e-05 0 3.43342e-05 4.05401e-05 0.000277999 2.08989e-05 3.06669e-05 Variance: 2.2505e-06 Variances/cluster: 5.91764e-08 3.69174e-08 6.41321e-08 2.74699e-06 0.00391989 0.156503 6.08182e-08 4.32715e-08 2.95206e-07 7.18907e-08 0 3.9552e-08 7.34365e-08 1.79339e-06 4.138e-08 5.22388e-08 -------------------------------------------------------------- Initialization seed trial #548 of 1000; initialization seed = 493581773 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 555997 Distortion: 0.0133119 Distortions/cluster: 4.67043e-05 7.47427e-05 4.90368e-05 2.17705e-05 0.00872182 2.53686e-05 0 2.21402e-05 3.99696e-05 1.62397e-05 1.91272e-05 1.11249e-05 0.000293627 3.58899e-05 0.00391362 2.07121e-05 Variance: 2.25472e-06 Variances/cluster: 2.74699e-06 1.1569e-07 8.51064e-08 4.03119e-08 0.156503 5.27366e-08 0 4.13027e-08 6.86544e-08 6.22165e-08 3.95156e-08 6.07869e-08 7.05776e-07 6.04009e-08 0.00391989 3.53408e-08 -------------------------------------------------------------- Initialization seed trial #549 of 1000; initialization seed = 493581774 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 502176 Distortion: 0.0452959 Distortions/cluster: 1.25903e-05 2.87715e-05 1.20793e-05 2.84668e-05 0.000299154 4.87998e-05 3.0599e-05 0.0446389 1.27749e-35 3.72413e-05 2.60964e-05 4.67043e-05 2.39734e-05 1.08283e-34 2.62813e-05 3.62143e-05 Variance: 7.67207e-06 Variances/cluster: 5.20092e-08 7.51155e-08 5.59048e-08 5.7374e-08 6.25794e-07 4.89914e-08 4.17971e-08 0.0422886 0 4.0876e-08 5.70855e-08 2.74699e-06 7.0905e-08 0 5.11263e-08 2.96805e-07 -------------------------------------------------------------- Initialization seed trial #550 of 1000; initialization seed = 493581775 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 85 BIC score: 498180 Distortion: 0.0491933 Distortions/cluster: 2.96853e-05 0.000277397 2.23964e-05 2.6907e-05 0.00391362 1.90697e-05 3.5288e-05 1.56942e-05 3.18342e-05 4.35604e-05 2.29547e-05 3.45566e-05 2.02834e-05 0.0446389 3.28529e-05 2.8329e-05 Variance: 8.33221e-06 Variances/cluster: 5.60978e-08 1.86156e-06 6.60453e-08 4.63076e-08 0.00391989 6.35454e-08 6.45068e-08 2.6595e-07 4.33671e-08 2.7222e-06 3.68411e-08 3.98082e-08 4.08899e-08 0.0422886 3.12848e-07 5.10264e-08 -------------------------------------------------------------- Initialization seed trial #551 of 1000; initialization seed = 493581776 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 68 BIC score: 555971 Distortion: 0.0133127 Distortions/cluster: 2.45303e-05 2.2195e-05 1.76894e-05 4.67839e-05 3.73047e-05 2.12061e-05 0.00872182 4.07957e-05 2.68536e-05 2.21853e-05 1.90518e-05 0.00391362 0 4.67043e-05 0.000280102 7.18974e-05 Variance: 2.25487e-06 Variances/cluster: 4.15026e-08 4.14824e-08 7.82657e-08 8.44208e-08 6.0737e-08 3.57566e-08 0.156503 6.98334e-08 5.25464e-08 6.93235e-08 3.93598e-08 0.00391989 0 2.74699e-06 1.00386e-06 1.21028e-07 -------------------------------------------------------------- Initialization seed trial #552 of 1000; initialization seed = 493581777 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 507514 Distortion: 0.0399471 Distortions/cluster: 4.67839e-05 2.37044e-35 3.73047e-05 2.01309e-05 2.08595e-05 0.00391362 4.07957e-05 2.059e-05 2.56419e-05 4.67043e-05 2.08999e-05 2.94324e-05 0.0356196 7.61173e-05 4.81569e-35 2.86463e-05 Variance: 6.7661e-06 Variances/cluster: 8.44208e-08 0 6.0737e-08 3.99387e-08 3.54111e-08 0.00391989 6.98334e-08 4.05278e-08 5.26481e-08 2.74699e-06 4.01111e-08 6.24842e-08 0.035575 1.13259e-07 2.67973e-31 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #553 of 1000; initialization seed = 493581778 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 557899 Distortion: 0.0130503 Distortions/cluster: 4.35604e-05 3.85104e-05 1.87122e-05 2.22383e-05 4.81569e-35 1.73934e-05 6.64516e-05 0 8.366e-05 2.36273e-05 0.00391362 2.58976e-05 3.27078e-05 3.07974e-05 0.00872182 1.13443e-05 Variance: 2.21042e-06 Variances/cluster: 2.7222e-06 3.18229e-07 3.88182e-08 3.62146e-08 2.67973e-31 6.37074e-08 7.46404e-08 0 9.74749e-08 5.32099e-08 0.00391989 5.62944e-08 3.86127e-08 4.32511e-08 0.156503 6.13155e-08 -------------------------------------------------------------- Initialization seed trial #554 of 1000; initialization seed = 493581779 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 19 BIC score: 497995 Distortion: 0.049216 Distortions/cluster: 1.94668e-05 1.55696e-05 1.59833e-05 0.00391362 9.39991e-06 1.71429e-05 1.3043e-05 6.6306e-05 0.0446389 0.000300791 1.69963e-05 2.79035e-05 1.79057e-05 8.33627e-05 1.58706e-05 4.37006e-05 Variance: 8.33604e-06 Variances/cluster: 3.42685e-08 3.29139e-08 3.54366e-08 0.00391989 5.91139e-08 3.71024e-08 4.60845e-08 7.43933e-08 0.0422886 1.87971e-05 7.38914e-08 4.1768e-08 5.11545e-08 9.73555e-08 4.33586e-08 3.4137e-07 -------------------------------------------------------------- Initialization seed trial #555 of 1000; initialization seed = 493581780 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 502513 Distortion: 0.0450735 Distortions/cluster: 2.21668e-05 4.67043e-05 8.37767e-05 2.2495e-05 1.27749e-35 2.19779e-05 4.81569e-35 2.18481e-05 7.46035e-05 1.8811e-05 1.08283e-34 2.2009e-05 6.80765e-05 0.0446389 2.01646e-05 1.19074e-05 Variance: 7.63439e-06 Variances/cluster: 7.29116e-08 2.74699e-06 9.74973e-08 5.43307e-08 0 4.03226e-08 2.67973e-31 4.12192e-08 1.1766e-07 3.91046e-08 0 4.89047e-08 7.62086e-08 0.0422886 3.47027e-08 6.13734e-08 -------------------------------------------------------------- Initialization seed trial #556 of 1000; initialization seed = 493581781 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 501913 Distortion: 0.0452863 Distortions/cluster: 0.000300791 2.41418e-05 1.27749e-35 3.62982e-05 1.86095e-05 1.08283e-34 4.04474e-05 2.19756e-05 2.98982e-05 1.22168e-05 3.93166e-05 0.0446389 3.14473e-05 4.75489e-05 2.3223e-05 2.14989e-05 Variance: 7.67045e-06 Variances/cluster: 1.87971e-05 7.22754e-08 0 5.97798e-08 3.83665e-08 0 6.93558e-08 5.63426e-08 4.30153e-08 6.20088e-08 3.38897e-07 0.0422886 3.78394e-08 8.47307e-08 4.78785e-08 3.57083e-08 -------------------------------------------------------------- Initialization seed trial #557 of 1000; initialization seed = 493581782 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 501839 Distortion: 0.0452793 Distortions/cluster: 2.99459e-05 0.000300791 2.43786e-05 2.48672e-05 1.27749e-35 3.25482e-05 4.00975e-05 1.08283e-34 0.0446389 1.89607e-05 3.29464e-05 2.95451e-05 1.96949e-05 3.36824e-05 2.22203e-05 3.07336e-05 Variance: 7.66926e-06 Variances/cluster: 7.58063e-08 1.87971e-05 7.18907e-08 5.21277e-08 0 6.08182e-08 3.36915e-07 0 0.0422886 3.89299e-08 3.87571e-08 6.10386e-08 6.41321e-08 5.91764e-08 3.62443e-08 4.32221e-08 -------------------------------------------------------------- Initialization seed trial #558 of 1000; initialization seed = 493581783 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 572197 Distortion: 0.00939713 Distortions/cluster: 1.65931e-05 6.73163e-05 2.86463e-05 8.366e-05 1.08283e-34 2.89413e-05 1.27749e-35 0.000300791 2.93425e-05 0 2.0412e-05 4.04593e-05 1.77693e-05 2.50526e-05 0.00872182 1.63282e-05 Variance: 1.59166e-06 Variances/cluster: 3.59905e-08 7.54422e-08 7.5181e-08 9.74749e-08 0 4.21848e-08 0 1.87971e-05 6.2559e-08 0 3.50681e-08 3.37121e-07 3.79648e-08 5.16503e-08 0.156503 3.36633e-08 -------------------------------------------------------------- Initialization seed trial #559 of 1000; initialization seed = 493581784 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 603787 Distortion: 0.00459679 Distortions/cluster: 7.51433e-05 0.00391362 2.1702e-05 4.67839e-05 1.827e-05 4.67043e-05 3.73047e-05 0.000287296 9.64317e-35 2.28165e-05 4.07957e-05 0 3.94494e-05 2.3351e-05 2.35463e-05 2.37044e-35 Variance: 7.78588e-07 Variances/cluster: 1.20798e-07 0.00391989 3.58077e-08 8.44208e-08 6.74115e-08 2.74699e-06 6.0737e-08 1.13998e-06 6.86694e-32 4.67512e-08 6.98334e-08 0 4.30632e-08 4.05361e-08 5.84221e-08 0 -------------------------------------------------------------- Initialization seed trial #560 of 1000; initialization seed = 493581785 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 572449 Distortion: 0.00939684 Distortions/cluster: 1.84018e-05 0.00872182 0 3.04461e-05 6.6306e-05 3.19852e-05 4.37006e-05 2.21419e-05 1.27749e-35 0.000300791 2.39001e-05 1.17982e-05 8.33627e-05 2.18209e-05 1.08283e-34 2.0367e-05 Variance: 1.59161e-06 Variances/cluster: 3.83334e-08 0.156503 0 4.31211e-08 7.43933e-08 3.81651e-08 3.4137e-07 7.11903e-08 0 1.87971e-05 5.02061e-08 6.17653e-08 9.73555e-08 3.59446e-08 0 5.05337e-08 -------------------------------------------------------------- Initialization seed trial #561 of 1000; initialization seed = 493581786 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 501706 Distortion: 0.0453165 Distortions/cluster: 4.07957e-05 3.73047e-05 7.11507e-05 2.16318e-05 4.67839e-05 1.86554e-05 3.28273e-05 0.00028509 1.31452e-05 4.67043e-05 0.0446389 1.27749e-35 2.30112e-05 2.24958e-05 1.7941e-05 1.08283e-34 Variance: 7.67555e-06 Variances/cluster: 6.98334e-08 6.0737e-08 1.27727e-07 5.3672e-08 8.44208e-08 6.73426e-08 3.83912e-08 1.29576e-06 4.64447e-08 2.74699e-06 0.0422886 0 3.97393e-08 4.79615e-08 3.66101e-08 0 -------------------------------------------------------------- Initialization seed trial #562 of 1000; initialization seed = 493581787 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 20 BIC score: 557477 Distortion: 0.0130701 Distortions/cluster: 0 7.09534e-05 1.95916e-05 1.77565e-05 2.36632e-05 0.00391362 4.67043e-05 6.80765e-05 4.81569e-35 8.37767e-05 2.36455e-05 2.40497e-05 2.2606e-05 0.00872182 2.19785e-05 1.18273e-05 Variance: 2.21377e-06 Variances/cluster: 0 1.25127e-07 3.40684e-08 4.07223e-08 4.07248e-08 0.00391989 2.74699e-06 7.62086e-08 2.67973e-31 9.74973e-08 5.04126e-08 4.06207e-08 6.97663e-08 0.156503 5.5079e-08 6.22436e-08 -------------------------------------------------------------- Initialization seed trial #563 of 1000; initialization seed = 493581788 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 503025 Distortion: 0.0450571 Distortions/cluster: 3.26047e-05 1.71828e-05 7.37681e-05 2.46077e-05 0.0446389 4.67043e-05 1.96949e-05 4.81569e-35 1.08283e-34 1.17609e-05 2.32806e-05 2.57491e-05 8.36642e-05 3.47506e-05 2.43786e-05 1.27749e-35 Variance: 7.63162e-06 Variances/cluster: 6.08102e-08 6.36354e-08 5.07995e-08 5.44368e-08 0.0422886 2.74699e-06 6.41321e-08 2.67973e-31 0 6.18941e-08 4.28698e-08 5.60937e-08 1.0907e-07 6.0946e-08 7.18907e-08 0 -------------------------------------------------------------- Initialization seed trial #564 of 1000; initialization seed = 493581789 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 501770 Distortion: 0.045308 Distortions/cluster: 1.08283e-34 2.40958e-05 2.53706e-05 4.67043e-05 2.20839e-05 3.35214e-05 2.30372e-05 7.52235e-05 2.38687e-05 0.0446389 1.27749e-35 3.74728e-05 0.000289215 3.48071e-05 1.90128e-05 1.47085e-05 Variance: 7.67413e-06 Variances/cluster: 0 7.0024e-08 4.16555e-08 2.74699e-06 3.61397e-08 6.22874e-08 4.75936e-08 1.28356e-07 5.68251e-08 0.0422886 0 4.05954e-08 1.06713e-06 6.09382e-08 6.35675e-08 6.42238e-08 -------------------------------------------------------------- Initialization seed trial #565 of 1000; initialization seed = 493581790 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 557431 Distortion: 0.0130424 Distortions/cluster: 2.97415e-05 2.86463e-05 2.19964e-05 3.25482e-05 0 0.00391362 4.81569e-35 1.92126e-05 3.48071e-05 2.29193e-05 2.4864e-05 2.61316e-05 0.00872182 7.84947e-05 4.67043e-05 4.09224e-05 Variance: 2.20908e-06 Variances/cluster: 6.2346e-08 7.5181e-08 4.09577e-08 6.08182e-08 0 0.00391989 2.67973e-31 6.35975e-08 6.09382e-08 3.68435e-08 7.22565e-08 5.32163e-08 0.156503 1.13421e-07 2.74699e-06 4.38573e-08 -------------------------------------------------------------- Initialization seed trial #566 of 1000; initialization seed = 493581791 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 557576 Distortion: 0.01303 Distortions/cluster: 3.06463e-05 4.07957e-05 3.67128e-05 0.00391362 4.81569e-35 4.67043e-05 2.33547e-05 3.57241e-05 4.67839e-05 0 3.29907e-05 0.00872182 2.95339e-05 2.23296e-05 2.98108e-05 1.91579e-05 Variance: 2.20698e-06 Variances/cluster: 4.30994e-08 6.98334e-08 5.98708e-08 0.00391989 2.67973e-31 2.74699e-06 4.91633e-08 2.95206e-07 8.44208e-08 0 3.87636e-08 0.156503 6.11417e-08 3.63633e-08 7.58485e-08 3.94158e-08 -------------------------------------------------------------- Initialization seed trial #567 of 1000; initialization seed = 493581792 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 497443 Distortion: 0.0492246 Distortions/cluster: 2.37354e-05 1.83636e-05 3.58899e-05 2.19806e-05 0.0446389 0.00391362 4.8941e-05 9.70884e-06 1.99177e-05 1.60024e-05 0.000286982 4.67043e-05 4.00656e-05 1.20467e-05 2.30624e-05 6.86196e-05 Variance: 8.33749e-06 Variances/cluster: 4.02941e-08 3.75501e-08 6.04009e-08 4.80937e-08 0.0422886 0.00391989 8.50878e-08 3.51729e-08 4.11487e-08 6.61203e-08 1.17127e-06 2.74699e-06 6.87013e-08 2.98151e-08 5.46453e-08 1.30941e-07 -------------------------------------------------------------- Initialization seed trial #568 of 1000; initialization seed = 493581793 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 572056 Distortion: 0.00941763 Distortions/cluster: 1.89991e-05 8.37767e-05 1.14208e-05 2.36135e-05 0.00872182 0 0.000307974 1.27749e-35 2.56706e-05 1.71389e-05 6.80765e-05 2.03035e-05 2.21869e-05 1.08283e-34 2.1963e-05 7.46908e-05 Variance: 1.59513e-06 Variances/cluster: 3.93321e-08 9.74973e-08 6.13969e-08 5.34193e-08 0.156503 0 1.71076e-05 0 5.62906e-08 6.37085e-08 7.62086e-08 3.48817e-08 4.04832e-08 0 4.12802e-08 1.17612e-07 -------------------------------------------------------------- Initialization seed trial #569 of 1000; initialization seed = 493581794 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 573929 Distortion: 0.00916339 Distortions/cluster: 1.08283e-34 0.00872182 2.51639e-05 1.74367e-05 2.42944e-05 2.17464e-05 4.81569e-35 1.27749e-35 0 3.78362e-05 2.57778e-05 7.93329e-05 4.67043e-05 6.81933e-05 1.14208e-05 8.366e-05 Variance: 1.55206e-06 Variances/cluster: 0 0.156503 4.07136e-08 6.3866e-08 5.42237e-08 4.07962e-08 2.67973e-31 0 0 4.08563e-08 5.61561e-08 1.14798e-07 2.74699e-06 7.6254e-08 6.13969e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #570 of 1000; initialization seed = 493581795 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 572320 Distortion: 0.00939991 Distortions/cluster: 3.43022e-05 1.0777e-05 0.000307974 1.08283e-34 1.27749e-35 2.30833e-05 2.83349e-05 2.23127e-05 0.00872182 2.96641e-05 3.08502e-05 4.27879e-05 1.93123e-05 9.84776e-05 0 3.02112e-05 Variance: 1.59213e-06 Variances/cluster: 4.42558e-08 5.49674e-08 1.71076e-05 0 0 7.37255e-08 5.72371e-08 4.89156e-08 0.156503 6.07671e-08 5.98985e-08 4.47065e-08 6.45688e-08 9.92628e-08 0 7.57112e-08 -------------------------------------------------------------- Initialization seed trial #571 of 1000; initialization seed = 493581796 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 497556 Distortion: 0.0491996 Distortions/cluster: 2.69231e-05 1.81123e-05 1.73437e-05 3.82031e-05 3.38285e-05 0.000296951 0.00391362 2.93928e-05 2.50039e-05 4.35604e-05 2.15545e-05 2.46215e-05 1.4398e-05 3.33079e-05 0.0446389 2.38875e-05 Variance: 8.33327e-06 Variances/cluster: 7.45732e-08 3.34755e-08 3.72947e-08 3.15692e-07 7.48182e-08 7.00299e-07 0.00391989 4.19861e-08 5.82649e-08 2.7222e-06 4.75663e-08 4.78045e-08 4.54153e-08 8.00416e-08 0.0422886 3.45664e-08 -------------------------------------------------------------- Initialization seed trial #572 of 1000; initialization seed = 493581797 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 606807 Distortion: 0.00433662 Distortions/cluster: 3.36146e-05 4.29356e-05 7.8565e-05 2.29287e-05 2.67265e-05 9.64317e-35 0.00391362 3.13834e-05 2.54384e-05 4.1779e-05 4.94716e-05 4.81569e-35 2.34472e-05 2.37044e-35 4.67043e-05 0 Variance: 7.34522e-07 Variances/cluster: 7.38549e-08 4.53345e-08 1.09718e-07 4.26936e-08 6.11389e-08 6.86694e-32 0.00391989 7.96278e-08 3.87737e-08 6.32003e-08 8.03046e-08 2.67973e-31 5.01919e-08 0 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #573 of 1000; initialization seed = 493581798 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 94 BIC score: 606789 Distortion: 0.00433463 Distortions/cluster: 4.17764e-05 2.86463e-05 2.29193e-05 2.14045e-05 2.61719e-05 0 4.67043e-05 0.00391362 3.73047e-05 4.81569e-35 2.96461e-05 4.07957e-05 9.64317e-35 2.37044e-35 7.8852e-05 4.67839e-05 Variance: 7.34185e-07 Variances/cluster: 4.46767e-08 7.5181e-08 3.68435e-08 4.07665e-08 5.31902e-08 0 2.74699e-06 0.00391989 6.0737e-08 2.67973e-31 6.24078e-08 6.98334e-08 6.86694e-32 0 1.11995e-07 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #574 of 1000; initialization seed = 493581799 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 501594 Distortion: 0.0453044 Distortions/cluster: 2.31325e-05 2.3091e-05 2.11957e-05 0.000307974 7.68577e-05 2.09084e-05 2.06002e-05 2.30136e-05 2.08971e-05 2.42703e-05 4.19075e-05 0.0446389 1.08283e-34 1.27749e-35 1.44798e-05 4.71289e-05 Variance: 7.67351e-06 Variances/cluster: 5.91436e-08 4.32374e-08 7.11044e-08 1.71076e-05 1.0963e-07 4.04383e-08 4.84553e-08 3.75383e-08 4.10517e-08 6.23709e-08 6.26366e-08 0.0422886 0 0 5.81331e-08 8.00087e-08 -------------------------------------------------------------- Initialization seed trial #575 of 1000; initialization seed = 493581800 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 556360 Distortion: 0.0132922 Distortions/cluster: 4.67043e-05 1.54704e-05 4.8941e-05 2.17984e-05 1.8786e-05 2.20241e-05 3.06463e-05 0 2.19587e-05 0.000286448 3.53674e-05 3.57241e-05 4.00014e-05 0.00872182 0.00391362 3.28683e-05 Variance: 2.25139e-06 Variances/cluster: 2.74699e-06 6.52705e-08 8.50878e-08 4.97635e-08 3.88907e-08 4.90475e-08 4.30994e-08 0 3.60528e-08 1.21367e-06 5.95215e-08 2.95206e-07 6.8709e-08 0.156503 0.00391989 3.86652e-08 -------------------------------------------------------------- Initialization seed trial #576 of 1000; initialization seed = 493581801 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 572331 Distortion: 0.00937403 Distortions/cluster: 4.05644e-05 3.76941e-05 0.00872182 3.80062e-05 0 1.08283e-34 0.000300791 3.6712e-05 1.91074e-05 3.31695e-05 3.23961e-05 2.07252e-05 3.36824e-05 3.50058e-05 2.43518e-05 1.27749e-35 Variance: 1.58774e-06 Variances/cluster: 3.37998e-07 4.46045e-08 0.156503 7.64653e-08 0 0 1.87971e-05 5.74466e-08 6.36709e-08 6.17483e-08 3.83807e-08 3.5183e-08 5.91764e-08 5.80478e-08 7.0768e-08 0 -------------------------------------------------------------- Initialization seed trial #577 of 1000; initialization seed = 493581802 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 66 BIC score: 603640 Distortion: 0.00461233 Distortions/cluster: 2.37044e-35 2.50823e-05 6.81933e-05 2.91421e-05 1.20213e-05 8.90982e-06 1.8897e-05 1.94375e-05 7.53011e-05 0.00391362 2.10601e-05 2.90326e-05 0 9.64317e-35 0.000307974 8.366e-05 Variance: 7.81222e-07 Variances/cluster: 0 5.22501e-08 7.6254e-08 6.18677e-08 3.03533e-08 3.38737e-08 3.98637e-08 3.85632e-08 1.18201e-07 0.00391989 4.01106e-08 7.5797e-08 0 6.86694e-32 1.71076e-05 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #578 of 1000; initialization seed = 493581803 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 497741 Distortion: 0.0491849 Distortions/cluster: 0.0446389 3.93166e-05 0.000300791 2.15595e-05 3.29111e-05 2.98939e-05 1.55113e-05 1.87746e-05 2.23296e-05 0.00391362 3.07843e-05 1.9231e-05 2.95971e-05 2.52446e-05 2.39335e-05 2.25077e-05 Variance: 8.33078e-06 Variances/cluster: 0.0422886 3.38897e-07 1.87971e-05 7.08973e-08 3.87612e-08 7.58668e-08 5.94113e-08 4.61142e-08 3.63633e-08 0.00391989 4.33543e-08 3.91633e-08 6.102e-08 5.29189e-08 6.01153e-08 5.93676e-08 -------------------------------------------------------------- Initialization seed trial #579 of 1000; initialization seed = 493581804 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 603579 Distortion: 0.00458883 Distortions/cluster: 2.13725e-05 0.000307974 7.21699e-05 1.92512e-05 2.50327e-05 2.44883e-05 4.90368e-05 2.08285e-05 0.00391362 9.64317e-35 0 2.92997e-05 2.37044e-35 2.98939e-05 3.99696e-05 3.58899e-05 Variance: 7.77241e-07 Variances/cluster: 4.09398e-08 1.71076e-05 1.22518e-07 3.88095e-08 5.30307e-08 4.14314e-08 8.51064e-08 3.53585e-08 0.00391989 6.86694e-32 0 6.10362e-08 0 7.58668e-08 6.86544e-08 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #580 of 1000; initialization seed = 493581805 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 557504 Distortion: 0.0130494 Distortions/cluster: 4.0274e-05 0.00391362 2.28214e-05 2.52158e-05 3.77685e-05 2.28119e-05 2.37795e-05 3.61391e-05 7.68894e-05 4.81569e-35 0 0.00872182 1.22872e-05 4.67043e-05 4.90368e-05 2.02408e-05 Variance: 2.21027e-06 Variances/cluster: 6.8705e-08 0.00391989 4.13392e-08 4.07317e-08 4.07831e-08 4.9695e-08 5.45352e-08 6.1129e-08 1.15439e-07 2.67973e-31 0 0.156503 6.14306e-08 2.74699e-06 8.51064e-08 7.3866e-08 -------------------------------------------------------------- Initialization seed trial #581 of 1000; initialization seed = 493581806 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 60 BIC score: 507275 Distortion: 0.0401806 Distortions/cluster: 3.93166e-05 3.65748e-05 4.74532e-05 2.21524e-05 1.88897e-05 0.00391362 2.36273e-05 2.37044e-35 0.000300791 3.28348e-05 3.08622e-05 0.0356196 4.02654e-05 2.58511e-05 1.15575e-05 1.72269e-05 Variance: 6.80565e-06 Variances/cluster: 3.38897e-07 5.98409e-08 8.47111e-08 3.61926e-08 3.90245e-08 0.00391989 5.32099e-08 0 1.87971e-05 3.86713e-08 4.33421e-08 0.035575 6.94009e-08 5.61933e-08 6.17997e-08 6.3563e-08 -------------------------------------------------------------- Initialization seed trial #582 of 1000; initialization seed = 493581807 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 57 BIC score: 498595 Distortion: 0.0489601 Distortions/cluster: 0.0446389 1.48318e-05 2.11542e-05 1.22168e-05 0.00391362 4.81569e-35 8.366e-05 2.38544e-05 3.78274e-05 1.97148e-05 1.6397e-05 4.67043e-05 1.41447e-05 2.82021e-05 2.28093e-05 6.60089e-05 Variance: 8.29269e-06 Variances/cluster: 0.0422886 3.59089e-08 3.55492e-08 6.20088e-08 0.00391989 2.67973e-31 9.74749e-08 7.22805e-08 3.00181e-07 5.12026e-08 3.6679e-08 2.74699e-06 3.53587e-08 3.65754e-08 4.82186e-08 7.42266e-08 -------------------------------------------------------------- Initialization seed trial #583 of 1000; initialization seed = 493581808 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 497770 Distortion: 0.0492233 Distortions/cluster: 6.76894e-05 1.41399e-05 1.41801e-05 8.366e-05 8.26927e-06 0.000303335 1.20213e-05 2.90326e-05 4.35604e-05 1.19424e-05 1.67936e-05 2.29923e-05 1.42524e-05 0.0446389 0.00391362 2.89099e-05 Variance: 8.33728e-06 Variances/cluster: 7.57754e-08 3.39056e-08 3.51832e-08 9.74749e-08 3.30732e-08 2.5923e-06 2.99756e-08 7.5797e-08 2.7222e-06 3.00783e-08 3.92339e-08 4.88116e-08 3.55387e-08 0.0422886 0.00391989 6.20335e-08 -------------------------------------------------------------- Initialization seed trial #584 of 1000; initialization seed = 493581809 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 502398 Distortion: 0.0450459 Distortions/cluster: 2.39539e-05 4.81569e-35 1.08283e-34 1.27749e-35 3.35214e-05 2.97415e-05 2.61316e-05 3.48071e-05 4.67043e-05 0.0446389 2.58452e-05 2.86463e-05 1.91536e-05 7.84034e-05 2.19964e-05 3.80902e-05 Variance: 7.62973e-06 Variances/cluster: 7.00189e-08 2.67973e-31 0 0 6.22874e-08 6.2346e-08 5.32163e-08 6.09382e-08 2.74699e-06 0.0422886 4.12815e-08 7.5181e-08 6.36129e-08 1.13453e-07 4.09577e-08 4.09536e-08 -------------------------------------------------------------- Initialization seed trial #585 of 1000; initialization seed = 493581810 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 62 BIC score: 512748 Distortion: 0.0360406 Distortions/cluster: 4.67043e-05 7.8852e-05 1.27749e-35 3.99696e-05 4.81569e-35 3.58899e-05 1.08283e-34 2.96461e-05 0.0356196 2.86463e-05 2.37044e-35 4.90368e-05 2.29193e-05 4.17764e-05 2.61719e-05 2.14045e-05 Variance: 6.10443e-06 Variances/cluster: 2.74699e-06 1.11995e-07 0 6.86544e-08 2.67973e-31 6.04009e-08 0 6.24078e-08 0.035575 7.5181e-08 0 8.51064e-08 3.68435e-08 4.46767e-08 5.31902e-08 4.07665e-08 -------------------------------------------------------------- Initialization seed trial #586 of 1000; initialization seed = 493581811 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 498034 Distortion: 0.0489524 Distortions/cluster: 7.20428e-05 2.10279e-05 3.28638e-05 2.94324e-05 3.44908e-05 0.0446389 4.81569e-35 4.67043e-05 2.39275e-05 1.90436e-05 2.58759e-05 1.96949e-05 2.43786e-05 0.00391362 2.1777e-05 2.86463e-05 Variance: 8.2914e-06 Variances/cluster: 1.19265e-07 3.5576e-08 6.08393e-08 6.24842e-08 6.09179e-08 0.0422886 2.67973e-31 2.74699e-06 4.11794e-08 3.92616e-08 5.26956e-08 6.41321e-08 7.18907e-08 0.00391989 4.12407e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #587 of 1000; initialization seed = 493581812 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 502180 Distortion: 0.045318 Distortions/cluster: 0.0446389 4.2689e-05 0.000299233 2.88994e-05 3.77383e-05 9.42399e-06 1.08283e-34 2.48473e-05 1.35207e-05 1.85973e-05 1.27749e-35 1.83701e-05 4.67043e-05 1.42564e-05 9.60528e-05 2.87715e-05 Variance: 7.67582e-06 Variances/cluster: 0.0422886 4.44638e-08 6.14392e-07 5.60016e-08 4.62995e-08 5.23387e-08 0 6.38538e-08 5.70312e-08 4.39511e-08 0 5.51476e-08 2.74699e-06 7.46183e-08 9.89127e-08 7.51155e-08 -------------------------------------------------------------- Initialization seed trial #588 of 1000; initialization seed = 493581813 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 497818 Distortion: 0.0491892 Distortions/cluster: 1.6353e-05 1.60256e-05 3.82073e-05 1.63126e-05 1.84914e-05 4.77531e-05 2.81147e-05 0.00391362 2.0665e-05 0.000296857 3.41625e-05 2.05245e-05 2.89546e-05 2.49403e-05 0.0446389 2.92934e-05 Variance: 8.3315e-06 Variances/cluster: 3.58588e-08 2.50339e-07 3.67338e-07 3.36313e-08 3.86004e-08 8.4943e-08 4.14635e-08 0.00391989 3.52604e-08 1.9788e-05 6.05524e-08 4.33884e-08 4.90595e-08 5.43317e-08 0.0422886 7.58836e-08 -------------------------------------------------------------- Initialization seed trial #589 of 1000; initialization seed = 493581814 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 574005 Distortion: 0.00914384 Distortions/cluster: 3.07205e-05 3.78274e-05 2.90326e-05 0.00872182 1.08283e-34 4.67043e-05 2.25922e-05 0 2.35835e-05 4.81569e-35 1.93494e-05 2.92769e-05 6.60089e-05 3.32645e-05 8.366e-05 1.27749e-35 Variance: 1.54875e-06 Variances/cluster: 4.3143e-08 3.00181e-07 7.5797e-08 0.156503 0 2.74699e-06 3.65527e-08 0 4.87219e-08 2.67973e-31 3.95656e-08 6.18912e-08 7.42266e-08 3.8948e-08 9.74749e-08 0 -------------------------------------------------------------- Initialization seed trial #590 of 1000; initialization seed = 493581815 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 557605 Distortion: 0.0130507 Distortions/cluster: 2.49894e-05 1.64468e-05 4.81569e-35 1.79595e-05 0.00391362 1.63646e-05 2.05094e-05 4.35604e-05 8.366e-05 0 2.95309e-05 2.86923e-05 3.86413e-05 6.64516e-05 2.84588e-05 0.00872182 Variance: 2.21049e-06 Variances/cluster: 5.16263e-08 3.5907e-08 2.67973e-31 3.8208e-08 0.00391989 3.3669e-08 3.51147e-08 2.7222e-06 9.74749e-08 0 6.28266e-08 4.19442e-08 3.16693e-07 7.46404e-08 7.48856e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #591 of 1000; initialization seed = 493581816 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 70 BIC score: 498210 Distortion: 0.0489405 Distortions/cluster: 1.81332e-05 2.88258e-05 2.02071e-05 4.07957e-05 4.81569e-35 1.71343e-05 2.94707e-05 2.29494e-05 0.00391362 3.57241e-05 4.67043e-05 0.0446389 3.67128e-05 1.6026e-05 2.84588e-05 4.67839e-05 Variance: 8.28937e-06 Variances/cluster: 3.85774e-08 4.20164e-08 3.4896e-08 6.98334e-08 2.67973e-31 3.46818e-08 6.28322e-08 4.79068e-08 0.00391989 2.95206e-07 2.74699e-06 0.0422886 5.98708e-08 3.52188e-08 7.48856e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #592 of 1000; initialization seed = 493581817 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 65 BIC score: 556487 Distortion: 0.0133132 Distortions/cluster: 1.24339e-05 2.68429e-05 0.000292051 1.97356e-05 0.00391362 4.25881e-05 1.44798e-05 3.71301e-05 4.67043e-05 2.02889e-05 2.34427e-05 2.11957e-05 2.48952e-05 0 9.60093e-05 0.00872182 Variance: 2.25495e-06 Variances/cluster: 6.15486e-08 5.67451e-08 6.53302e-07 7.22862e-08 0.00391989 4.44513e-08 5.81331e-08 4.59479e-08 2.74699e-06 4.78358e-08 5.97836e-08 7.11044e-08 6.38127e-08 0 9.8868e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #593 of 1000; initialization seed = 493581818 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 572054 Distortion: 0.0094053 Distortions/cluster: 1.14268e-05 4.07957e-05 3.73047e-05 0 7.79616e-05 2.49003e-05 4.67839e-05 2.49494e-05 3.78953e-05 0.00872182 4.67043e-05 1.08283e-34 1.27749e-35 1.80721e-05 2.249e-05 0.0002942 Variance: 1.59304e-06 Variances/cluster: 6.14291e-08 6.98334e-08 6.0737e-08 0 1.24528e-07 4.20573e-08 8.44208e-08 5.4233e-08 4.08319e-08 0.156503 2.74699e-06 0 0 6.38541e-08 3.63873e-08 6.67065e-07 -------------------------------------------------------------- Initialization seed trial #594 of 1000; initialization seed = 493581819 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 512053 Distortion: 0.0362947 Distortions/cluster: 3.98119e-05 2.30367e-05 1.08283e-34 2.1702e-05 3.73047e-05 7.4498e-05 4.67839e-05 1.22168e-05 4.07957e-05 0.000307974 2.38353e-05 0.0356196 2.41418e-05 2.30492e-05 1.27749e-35 2.37044e-35 Variance: 6.14748e-06 Variances/cluster: 4.33643e-08 4.77899e-08 0 3.58077e-08 6.0737e-08 1.21917e-07 8.44208e-08 6.20088e-08 6.98334e-08 1.71076e-05 4.06708e-08 0.035575 7.22754e-08 5.77622e-08 0 0 -------------------------------------------------------------- Initialization seed trial #595 of 1000; initialization seed = 493581820 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 604123 Distortion: 0.0045742 Distortions/cluster: 3.61428e-05 4.05644e-05 2.77329e-05 3.53035e-05 0 4.90368e-05 2.37044e-35 3.51426e-05 1.37172e-05 0.00391362 1.55098e-05 3.87587e-05 3.99696e-05 0.000300791 9.64317e-35 2.79105e-05 Variance: 7.74763e-07 Variances/cluster: 5.92456e-08 3.37998e-07 5.11626e-08 5.95142e-08 0 8.51064e-08 0 4.32754e-08 5.11786e-08 0.00391989 3.09542e-08 7.6441e-08 6.86544e-08 1.87971e-05 6.86694e-32 3.5964e-08 -------------------------------------------------------------- Initialization seed trial #596 of 1000; initialization seed = 493581821 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 56 BIC score: 526730 Distortion: 0.0259862 Distortions/cluster: 2.01039e-05 0.000286405 2.37044e-35 0.000118409 2.15108e-05 0 0.0214216 4.67043e-05 1.60133e-05 0.00391362 2.97162e-05 1.98411e-05 2.04743e-05 1.54704e-05 3.97249e-05 1.66199e-05 Variance: 4.40146e-06 Variances/cluster: 3.46578e-08 1.21865e-06 0 1.10421e-07 4.88842e-08 0 3.2154e-05 2.74699e-06 3.51137e-08 0.00391989 4.35683e-08 4.18547e-08 4.76103e-08 6.52705e-08 3.05536e-07 3.43357e-08 -------------------------------------------------------------- Initialization seed trial #597 of 1000; initialization seed = 493581822 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 572586 Distortion: 0.0094146 Distortions/cluster: 1.27749e-35 2.60964e-05 4.75199e-05 0.00872182 1.24914e-05 1.09004e-05 4.67043e-05 5.10765e-05 4.26651e-05 0 1.08283e-34 0.000312758 2.09158e-05 1.67677e-05 9.33869e-05 1.15002e-05 Variance: 1.59461e-06 Variances/cluster: 0 6.13831e-08 4.5124e-08 0.156503 5.13886e-08 5.47582e-08 2.74699e-06 5.3199e-08 7.74259e-08 0 0 4.81125e-07 4.64646e-08 7.45e-08 1.01498e-07 5.47453e-08 -------------------------------------------------------------- Initialization seed trial #598 of 1000; initialization seed = 493581823 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 573648 Distortion: 0.00914283 Distortions/cluster: 0 3.68885e-05 4.04474e-05 4.81569e-35 4.67043e-05 1.27749e-35 3.89303e-05 2.86463e-05 2.14045e-05 2.58452e-05 2.96461e-05 0.00872182 4.75489e-05 1.08283e-34 2.61719e-05 7.87748e-05 Variance: 1.54858e-06 Variances/cluster: 0 6.06519e-08 6.93558e-08 2.67973e-31 2.74699e-06 0 4.17671e-08 7.5181e-08 4.07665e-08 4.12815e-08 6.24078e-08 0.156503 8.47307e-08 0 5.31902e-08 1.12045e-07 -------------------------------------------------------------- Initialization seed trial #599 of 1000; initialization seed = 493581824 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 501810 Distortion: 0.0453084 Distortions/cluster: 7.74101e-05 4.67043e-05 0.0446389 2.51385e-05 3.27799e-05 3.81032e-05 2.24379e-05 1.27749e-35 1.90236e-05 2.54385e-05 3.44908e-05 2.51786e-05 1.08283e-34 1.20405e-05 1.67814e-05 0.000293948 Variance: 7.67419e-06 Variances/cluster: 1.23845e-07 2.74699e-06 0.0422886 7.24227e-08 6.07967e-08 4.08797e-08 3.6421e-08 0 6.33916e-08 5.42349e-08 6.09179e-08 4.22419e-08 0 6.14259e-08 6.3803e-08 6.74136e-07 -------------------------------------------------------------- Initialization seed trial #600 of 1000; initialization seed = 493581825 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 557525 Distortion: 0.0130494 Distortions/cluster: 7.89562e-05 1.15575e-05 4.67043e-05 2.58511e-05 4.07957e-05 2.41898e-05 4.81569e-35 4.05638e-05 2.23064e-05 0.00391362 3.73047e-05 2.17464e-05 0.00872182 4.67839e-05 0 1.72269e-05 Variance: 2.21027e-06 Variances/cluster: 1.14088e-07 6.17997e-08 2.74699e-06 5.61933e-08 6.98334e-08 5.4111e-08 2.67973e-31 4.36601e-08 3.63255e-08 0.00391989 6.0737e-08 4.07962e-08 0.156503 8.44208e-08 0 6.3563e-08 -------------------------------------------------------------- Initialization seed trial #601 of 1000; initialization seed = 493581826 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 556135 Distortion: 0.0133037 Distortions/cluster: 2.11739e-05 2.17412e-05 2.40201e-05 0.000297453 2.86012e-05 0.00391362 7.78554e-05 3.91468e-05 2.58452e-05 2.39416e-05 4.67043e-05 0 2.7154e-05 1.90592e-05 1.55206e-05 0.00872182 Variance: 2.25333e-06 Variances/cluster: 7.05577e-08 4.10172e-08 6.03328e-08 6.63905e-07 7.50627e-08 0.00391989 1.10895e-07 4.19094e-08 4.12815e-08 6.26536e-08 2.74699e-06 0 5.30305e-08 4.62452e-08 5.96754e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #602 of 1000; initialization seed = 493581827 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 512001 Distortion: 0.0362959 Distortions/cluster: 2.58452e-05 0.0356196 2.17412e-05 1.08283e-34 0.000297351 1.27749e-35 7.82228e-05 2.37044e-35 2.43786e-05 3.28638e-05 2.87034e-05 3.44908e-05 1.96949e-05 2.7154e-05 3.92239e-05 4.67043e-05 Variance: 6.14768e-06 Variances/cluster: 4.12815e-08 0.035575 4.10172e-08 0 6.65161e-07 0 1.11418e-07 0 7.18907e-08 6.08393e-08 7.51338e-08 6.09179e-08 6.41321e-08 5.30305e-08 4.1947e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #603 of 1000; initialization seed = 493581828 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 21 BIC score: 571991 Distortion: 0.00939819 Distortions/cluster: 2.43786e-05 3.28638e-05 4.67043e-05 2.58452e-05 2.87715e-05 2.17412e-05 3.92239e-05 2.68236e-05 0 1.08283e-34 7.82228e-05 1.96949e-05 3.44908e-05 1.27749e-35 0.00872182 0.000297613 Variance: 1.59183e-06 Variances/cluster: 7.18907e-08 6.08393e-08 2.74699e-06 4.12815e-08 7.51155e-08 4.10172e-08 4.1947e-08 5.29018e-08 0 0 1.11418e-07 6.41321e-08 6.09179e-08 0 0.156503 6.59842e-07 -------------------------------------------------------------- Initialization seed trial #604 of 1000; initialization seed = 493581829 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 557595 Distortion: 0.0130508 Distortions/cluster: 2.95309e-05 3.78274e-05 0.00391362 4.67043e-05 1.61511e-05 1.81712e-05 0.00872182 2.04028e-05 2.84588e-05 6.6306e-05 4.81569e-35 0 8.33627e-05 1.68447e-05 2.295e-05 2.86923e-05 Variance: 2.21051e-06 Variances/cluster: 6.28266e-08 3.00181e-07 0.00391989 2.74699e-06 3.52613e-08 3.86584e-08 0.156503 3.49921e-08 7.48856e-08 7.43933e-08 2.67973e-31 0 9.73555e-08 3.45149e-08 4.7908e-08 4.19442e-08 -------------------------------------------------------------- Initialization seed trial #605 of 1000; initialization seed = 493581830 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 498482 Distortion: 0.0489638 Distortions/cluster: 2.44172e-05 9.49677e-06 6.73163e-05 0.00391362 3.76427e-05 2.8459e-05 8.366e-05 4.81569e-35 1.57207e-05 1.30218e-05 0.0446389 1.72442e-05 2.81399e-05 2.80692e-05 1.45059e-05 4.35604e-05 Variance: 8.29333e-06 Variances/cluster: 5.04442e-08 3.78315e-08 7.54422e-08 0.00391989 3.16288e-07 6.36616e-08 9.74749e-08 2.67973e-31 3.4624e-08 3.04214e-08 0.0422886 3.74024e-08 4.1809e-08 7.46462e-08 3.28159e-08 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #606 of 1000; initialization seed = 493581831 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 501747 Distortion: 0.0453081 Distortions/cluster: 1.08283e-34 3.47506e-05 2.27002e-05 0.000287413 0.0446389 1.27749e-35 4.67043e-05 2.46285e-05 7.45907e-05 3.26047e-05 1.827e-05 3.64878e-05 2.35463e-05 1.92126e-05 2.4864e-05 2.33865e-05 Variance: 7.67413e-06 Variances/cluster: 0 6.0946e-08 4.66084e-08 1.13593e-06 0.0422886 0 2.74699e-06 4.037e-08 1.20103e-07 6.08102e-08 6.74115e-08 4.0049e-08 5.84221e-08 6.35975e-08 7.22565e-08 4.05273e-08 -------------------------------------------------------------- Initialization seed trial #607 of 1000; initialization seed = 493581832 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 573650 Distortion: 0.00914282 Distortions/cluster: 2.61719e-05 7.8852e-05 4.04474e-05 1.27749e-35 1.08283e-34 2.29193e-05 4.67043e-05 2.96461e-05 3.68885e-05 4.17764e-05 2.86463e-05 0 0.00872182 4.81569e-35 4.75489e-05 2.14045e-05 Variance: 1.54858e-06 Variances/cluster: 5.31902e-08 1.11995e-07 6.93558e-08 0 0 3.68435e-08 2.74699e-06 6.24078e-08 6.06519e-08 4.46767e-08 7.5181e-08 0 0.156503 2.67973e-31 8.47307e-08 4.07665e-08 -------------------------------------------------------------- Initialization seed trial #608 of 1000; initialization seed = 493581833 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 501960 Distortion: 0.0452863 Distortions/cluster: 1.08283e-34 1.27749e-35 1.7577e-05 3.07489e-05 3.26941e-05 3.65748e-05 2.36914e-05 1.89619e-05 4.74532e-05 4.02654e-05 0.000300791 2.22714e-05 2.57132e-05 0.0446389 1.13443e-05 3.93166e-05 Variance: 7.67045e-06 Variances/cluster: 0 0 6.39114e-08 4.33656e-08 3.86421e-08 5.98409e-08 5.32342e-08 3.89323e-08 8.47111e-08 6.94009e-08 1.87971e-05 3.62684e-08 5.61378e-08 0.0422886 6.13155e-08 3.38897e-07 -------------------------------------------------------------- Initialization seed trial #609 of 1000; initialization seed = 493581834 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 62 BIC score: 572013 Distortion: 0.00941766 Distortions/cluster: 0.000307974 1.22168e-05 8.366e-05 1.08283e-34 1.27749e-35 1.9783e-05 2.4281e-05 7.18311e-05 1.93083e-05 2.41418e-05 0.00872182 2.25596e-05 6.81933e-05 0 2.01526e-05 2.17347e-05 Variance: 1.59513e-06 Variances/cluster: 1.71076e-05 6.20088e-08 9.74749e-08 0 0 3.44612e-08 4.08046e-08 1.26008e-07 3.83067e-08 7.22754e-08 0.156503 4.76906e-08 7.6254e-08 0 4.03825e-08 5.61568e-08 -------------------------------------------------------------- Initialization seed trial #610 of 1000; initialization seed = 493581835 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 57 BIC score: 572193 Distortion: 0.00939715 Distortions/cluster: 1.61511e-05 1.27749e-35 2.84588e-05 4.17482e-05 2.95309e-05 2.04028e-05 0 6.73163e-05 1.08283e-34 1.68447e-05 0.00872182 1.81712e-05 2.34275e-05 8.366e-05 2.88249e-05 0.000300791 Variance: 1.59166e-06 Variances/cluster: 3.52613e-08 0 7.48856e-08 3.39376e-07 6.28266e-08 3.49921e-08 0 7.54422e-08 0 3.45149e-08 0.156503 3.86584e-08 4.88029e-08 9.74749e-08 4.20765e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #611 of 1000; initialization seed = 493581836 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 497572 Distortion: 0.0491963 Distortions/cluster: 1.44121e-05 2.90089e-05 2.83652e-05 1.76419e-05 4.90368e-05 2.46129e-05 0.0446389 3.99696e-05 8.57305e-06 1.20832e-05 0.00391362 1.56563e-05 0.000300791 2.90326e-05 3.53035e-05 3.93166e-05 Variance: 8.33271e-06 Variances/cluster: 3.2752e-08 6.19798e-08 4.20189e-08 3.78546e-08 8.51064e-08 5.13793e-08 0.0422886 6.86544e-08 3.36159e-08 3.02045e-08 0.00391989 3.46348e-08 1.87971e-05 7.5797e-08 5.95142e-08 3.38897e-07 -------------------------------------------------------------- Initialization seed trial #612 of 1000; initialization seed = 493581837 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 572147 Distortion: 0.00939987 Distortions/cluster: 2.43786e-05 4.67043e-05 7.92215e-05 1.08283e-34 0.000278521 2.3444e-05 4.27051e-05 2.34656e-05 3.25448e-05 0 3.27527e-05 4.00155e-05 1.98062e-05 0.00872182 3.44908e-05 1.27749e-35 Variance: 1.59212e-06 Variances/cluster: 7.18907e-08 2.74699e-06 1.09867e-07 0 1.72979e-06 4.36532e-08 4.51866e-08 3.71249e-08 5.49694e-08 0 6.07463e-08 7.32828e-08 6.42853e-08 0.156503 6.09179e-08 0 -------------------------------------------------------------- Initialization seed trial #613 of 1000; initialization seed = 493581838 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 73 BIC score: 501564 Distortion: 0.0453151 Distortions/cluster: 1.8629e-05 4.67043e-05 3.73047e-05 2.23644e-05 1.27749e-35 2.1273e-05 1.08283e-34 0.000285349 2.44173e-05 1.84108e-05 4.67839e-05 2.33763e-05 4.07957e-05 0.0446389 2.04208e-05 7.03032e-05 Variance: 7.67531e-06 Variances/cluster: 3.88069e-08 2.74699e-06 6.0737e-08 4.1721e-08 0 4.65454e-08 0 1.3333e-06 4.08277e-08 6.71873e-08 8.44208e-08 5.51277e-08 6.98334e-08 0.0422886 3.49033e-08 1.24419e-07 -------------------------------------------------------------- Initialization seed trial #614 of 1000; initialization seed = 493581839 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 17 BIC score: 572609 Distortion: 0.00940124 Distortions/cluster: 1.08283e-34 1.15575e-05 3.26327e-05 1.8854e-05 8.314e-05 2.3534e-05 2.51399e-05 2.47279e-05 0.000307974 2.58511e-05 0 3.48071e-05 7.39765e-05 1.27749e-35 0.00872182 1.72269e-05 Variance: 1.59235e-06 Variances/cluster: 0 6.17997e-08 6.08624e-08 6.32482e-08 1.09673e-07 4.28629e-08 7.24266e-08 5.44617e-08 1.71076e-05 5.61933e-08 0 6.09382e-08 5.08729e-08 0 0.156503 6.3563e-08 -------------------------------------------------------------- Initialization seed trial #615 of 1000; initialization seed = 493581840 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 572192 Distortion: 0.00939715 Distortions/cluster: 8.366e-05 1.6611e-05 0 2.96888e-05 6.73163e-05 2.84467e-05 2.43221e-05 1.27749e-35 1.60534e-05 1.82795e-05 1.08283e-34 2.9099e-05 4.04593e-05 2.06045e-05 0.000300791 0.00872182 Variance: 1.59166e-06 Variances/cluster: 9.74749e-08 3.58738e-08 0 7.57307e-08 7.54422e-08 4.19531e-08 5.17444e-08 0 3.35815e-08 3.8318e-08 0 6.13853e-08 3.37121e-07 3.52174e-08 1.87971e-05 0.156503 -------------------------------------------------------------- Initialization seed trial #616 of 1000; initialization seed = 493581841 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 498499 Distortion: 0.0489401 Distortions/cluster: 1.72269e-05 2.58158e-05 2.22198e-05 1.15575e-05 0.0446389 4.67043e-05 1.88043e-05 3.27858e-05 2.19505e-05 3.04905e-05 4.67839e-05 0.00391362 3.67128e-05 3.57241e-05 4.07957e-05 4.81569e-35 Variance: 8.28931e-06 Variances/cluster: 6.3563e-08 5.63618e-08 3.62434e-08 6.17997e-08 0.0422886 2.74699e-06 3.86882e-08 3.87047e-08 4.95452e-08 4.31228e-08 8.44208e-08 0.00391989 5.98708e-08 2.95206e-07 6.98334e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #617 of 1000; initialization seed = 493581842 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 603922 Distortion: 0.00459836 Distortions/cluster: 3.78274e-05 2.4037e-05 0.000296957 1.65259e-05 9.64317e-35 8.366e-05 4.67043e-05 2.37044e-35 2.91213e-05 2.04262e-05 1.64205e-05 6.60089e-05 1.84444e-05 0 2.86012e-05 0.00391362 Variance: 7.78854e-07 Variances/cluster: 3.00181e-07 4.80697e-08 6.76384e-07 3.60009e-08 6.86694e-32 9.74749e-08 2.74699e-06 0 4.214e-08 3.50924e-08 3.37148e-08 7.42266e-08 3.89084e-08 0 7.50627e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #618 of 1000; initialization seed = 493581843 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 20 BIC score: 603618 Distortion: 0.0045959 Distortions/cluster: 4.19224e-05 0.000317005 2.447e-05 4.67043e-05 2.29189e-05 0.00391362 1.9604e-05 2.11397e-05 0 3.28638e-05 9.64317e-35 2.29471e-05 2.37044e-35 7.74076e-05 2.08014e-05 3.44908e-05 Variance: 7.78438e-07 Variances/cluster: 6.26588e-08 5.37255e-07 7.1948e-08 2.74699e-06 4.30766e-08 0.00391989 6.40449e-08 4.14467e-08 0 6.08393e-08 6.86694e-32 3.73081e-08 0 1.10257e-07 4.03093e-08 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #619 of 1000; initialization seed = 493581844 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 572006 Distortion: 0.00939007 Distortions/cluster: 0.000307974 7.70508e-05 1.27749e-35 2.54945e-05 2.30474e-05 1.08283e-34 0.00872182 1.96059e-05 2.57939e-05 3.00268e-05 3.33158e-05 2.40209e-05 0 3.44908e-05 2.97647e-05 3.76602e-05 Variance: 1.59046e-06 Variances/cluster: 1.71076e-05 1.15335e-07 0 4.09174e-08 4.14482e-08 0 0.156503 6.42612e-08 5.38445e-08 7.58193e-08 6.16762e-08 7.04205e-08 0 6.09179e-08 6.11135e-08 4.07542e-08 -------------------------------------------------------------- Initialization seed trial #620 of 1000; initialization seed = 493581845 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 501927 Distortion: 0.0453102 Distortions/cluster: 0.000300791 1.27749e-35 1.44121e-05 1.74391e-05 1.19931e-05 8.70488e-06 1.56563e-05 0.0446389 6.73163e-05 2.90326e-05 2.46129e-05 8.366e-05 2.82369e-05 2.90089e-05 1.08283e-34 4.04593e-05 Variance: 7.6745e-06 Variances/cluster: 1.87971e-05 0 3.2752e-08 3.75807e-08 3.01299e-08 3.37359e-08 3.46348e-08 0.0422886 7.54422e-08 7.5797e-08 5.13793e-08 9.74749e-08 4.18909e-08 6.19798e-08 0 3.37121e-07 -------------------------------------------------------------- Initialization seed trial #621 of 1000; initialization seed = 493581846 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 604007 Distortion: 0.00460127 Distortions/cluster: 4.07957e-05 2.12102e-05 0 0.000307974 4.72422e-05 2.30533e-05 2.05325e-05 7.76048e-05 0.00391362 4.67839e-05 2.32335e-05 3.73047e-05 9.64317e-35 4.19152e-05 2.37044e-35 0 Variance: 7.79348e-07 Variances/cluster: 6.98334e-08 4.0629e-08 0 1.71076e-05 8.00651e-08 4.30861e-08 4.07356e-08 1.11172e-07 0.00391989 8.44208e-08 3.77125e-08 6.0737e-08 6.86694e-32 6.26481e-08 0 0 -------------------------------------------------------------- Initialization seed trial #622 of 1000; initialization seed = 493581847 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 502931 Distortion: 0.0450559 Distortions/cluster: 7.5339e-05 2.9475e-05 2.1165e-05 2.67824e-05 2.4493e-05 1.45841e-05 2.97196e-05 2.06002e-05 2.30601e-05 1.27749e-35 0.0446389 4.81569e-35 1.08283e-34 2.42703e-05 8.07925e-05 4.67043e-05 Variance: 7.63142e-06 Variances/cluster: 5.11764e-08 7.5571e-08 7.10012e-08 5.43204e-08 4.26666e-08 5.83178e-08 6.13991e-08 4.84553e-08 5.91096e-08 0 0.0422886 2.67973e-31 0 6.23709e-08 1.12202e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #623 of 1000; initialization seed = 493581848 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 527755 Distortion: 0.0257236 Distortions/cluster: 0 0.000114591 2.37044e-35 2.39689e-05 0.0214264 3.97346e-05 4.81569e-35 3.17169e-05 0.00391362 2.16332e-05 2.31384e-05 4.67043e-05 3.0053e-05 2.01186e-05 1.16901e-05 2.02729e-05 Variance: 4.35698e-06 Variances/cluster: 0 1.091e-07 0 5.01399e-08 3.10425e-05 3.05611e-07 2.67973e-31 3.80265e-08 0.00391989 3.58125e-08 6.98992e-08 2.74699e-06 4.29291e-08 5.10576e-08 6.18471e-08 4.17096e-08 -------------------------------------------------------------- Initialization seed trial #624 of 1000; initialization seed = 493581849 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 557430 Distortion: 0.0130424 Distortions/cluster: 3.28638e-05 2.29193e-05 7.84947e-05 0.00391362 4.67043e-05 2.86463e-05 0.00872182 2.19964e-05 1.96949e-05 2.61316e-05 2.97415e-05 0 4.81569e-35 2.43786e-05 3.44908e-05 4.09224e-05 Variance: 2.20908e-06 Variances/cluster: 6.08393e-08 3.68435e-08 1.13421e-07 0.00391989 2.74699e-06 7.5181e-08 0.156503 4.09577e-08 6.41321e-08 5.32163e-08 6.2346e-08 0 2.67973e-31 7.18907e-08 6.09179e-08 4.38573e-08 -------------------------------------------------------------- Initialization seed trial #625 of 1000; initialization seed = 493581850 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 604130 Distortion: 0.00459171 Distortions/cluster: 2.96641e-05 3.42045e-05 2.84326e-05 2.23127e-05 0.00391362 1.91944e-05 9.84776e-05 0.000307974 4.27879e-05 3.08502e-05 3.02112e-05 9.64317e-35 0 2.30833e-05 1.08941e-05 2.37044e-35 Variance: 7.77728e-07 Variances/cluster: 6.07671e-08 4.41869e-08 5.73186e-08 4.89156e-08 0.00391989 6.439e-08 9.92628e-08 1.71076e-05 4.47065e-08 5.98985e-08 7.57112e-08 6.86694e-32 0 7.37255e-08 5.52826e-08 0 -------------------------------------------------------------- Initialization seed trial #626 of 1000; initialization seed = 493581851 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 556244 Distortion: 0.0132792 Distortions/cluster: 2.52401e-05 3.00268e-05 2.15545e-05 0.00391362 3.28629e-05 0.000300791 3.07843e-05 3.38285e-05 0 3.33079e-05 2.97647e-05 3.93166e-05 2.22907e-05 0.00872182 1.90254e-05 2.50039e-05 Variance: 2.24919e-06 Variances/cluster: 5.29095e-08 7.58193e-08 4.75663e-08 0.00391989 3.875e-08 1.87971e-05 4.33543e-08 7.48182e-08 0 8.00416e-08 6.11135e-08 3.38897e-07 3.62998e-08 0.156503 3.89827e-08 5.82649e-08 -------------------------------------------------------------- Initialization seed trial #627 of 1000; initialization seed = 493581852 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 501791 Distortion: 0.0453082 Distortions/cluster: 2.7094e-05 0.0446389 1.08283e-34 2.17412e-05 4.67043e-05 2.93059e-05 2.86012e-05 0.000297453 7.82999e-05 2.61797e-05 1.19718e-05 4.20705e-05 2.29791e-05 2.4081e-05 1.27517e-05 1.27749e-35 Variance: 7.67415e-06 Variances/cluster: 5.30168e-08 0.0422886 0 4.10172e-08 2.74699e-06 5.93042e-08 7.50627e-08 6.63905e-07 1.1137e-07 5.70181e-08 5.56649e-08 4.48473e-08 3.68804e-08 7.10133e-08 5.22441e-08 0 -------------------------------------------------------------- Initialization seed trial #628 of 1000; initialization seed = 493581853 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 507161 Distortion: 0.0401736 Distortions/cluster: 2.37044e-35 1.94117e-05 0.000300791 3.32602e-05 1.92403e-05 3.36824e-05 3.13821e-05 2.39374e-05 2.23668e-05 2.95988e-05 4.08979e-05 3.25482e-05 0.0356196 0.00391362 2.46633e-05 2.86463e-05 Variance: 6.80447e-06 Variances/cluster: 0 6.38337e-08 1.87971e-05 3.88975e-08 3.98312e-08 5.91764e-08 4.34016e-08 4.9453e-08 3.63646e-08 6.24396e-08 3.37961e-07 6.08182e-08 0.035575 0.00391989 7.20923e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #629 of 1000; initialization seed = 493581854 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 572041 Distortion: 0.00941765 Distortions/cluster: 2.01585e-05 2.08077e-05 2.29704e-05 6.81933e-05 0 1.08283e-34 2.46466e-05 1.27749e-35 7.16015e-05 0.000307974 1.14268e-05 8.366e-05 1.83545e-05 0.00872182 2.57724e-05 2.02596e-05 Variance: 1.59513e-06 Variances/cluster: 4.03134e-08 4.03998e-08 5.35391e-08 7.6254e-08 0 0 4.12802e-08 0 1.24297e-07 1.71076e-05 6.14291e-08 9.74749e-08 6.41718e-08 0.156503 5.57797e-08 3.48062e-08 -------------------------------------------------------------- Initialization seed trial #630 of 1000; initialization seed = 493581855 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 19 BIC score: 556678 Distortion: 0.0133054 Distortions/cluster: 1.42647e-05 2.1572e-05 2.13224e-05 9.99466e-06 1.10672e-05 0.000300791 2.08282e-05 0 6.73163e-05 2.97717e-05 1.81045e-05 0.00391362 3.10061e-05 4.03028e-05 8.366e-05 0.00872182 Variance: 2.25363e-06 Variances/cluster: 3.98421e-08 6.11057e-08 3.56521e-08 6.02037e-08 5.76374e-08 1.87971e-05 5.91655e-08 0 7.54422e-08 4.2895e-08 3.78718e-08 0.00391989 3.75344e-08 3.38639e-07 9.74749e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #631 of 1000; initialization seed = 493581856 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 501917 Distortion: 0.0452863 Distortions/cluster: 1.86472e-05 1.20571e-05 3.01359e-05 2.28098e-05 2.16332e-05 3.62982e-05 2.424e-05 0.000300791 4.04474e-05 1.27749e-35 3.17169e-05 1.08283e-34 2.17654e-05 0.0446389 3.93166e-05 4.75489e-05 Variance: 7.67045e-06 Variances/cluster: 3.85235e-08 6.1826e-08 4.31091e-08 4.80166e-08 3.58125e-08 5.97798e-08 7.23527e-08 1.87971e-05 6.93558e-08 0 3.80265e-08 0 5.53777e-08 0.0422886 3.38897e-07 8.47307e-08 -------------------------------------------------------------- Initialization seed trial #632 of 1000; initialization seed = 493581857 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 556136 Distortion: 0.0133037 Distortions/cluster: 1.89536e-05 0 0.00872182 2.0935e-05 2.86012e-05 4.20705e-05 0.00391362 2.41261e-05 4.67043e-05 2.29791e-05 1.57617e-05 2.17412e-05 0.000297453 2.7094e-05 2.39416e-05 7.78554e-05 Variance: 2.25333e-06 Variances/cluster: 4.62133e-08 0 0.156503 7.02298e-08 7.50627e-08 4.48473e-08 0.00391989 6.04471e-08 2.74699e-06 3.68804e-08 5.99111e-08 4.10172e-08 6.63905e-07 5.30168e-08 6.26536e-08 1.10895e-07 -------------------------------------------------------------- Initialization seed trial #633 of 1000; initialization seed = 493581858 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 72 BIC score: 557595 Distortion: 0.0130508 Distortions/cluster: 4.81569e-35 2.0412e-05 1.66263e-05 2.29494e-05 4.67043e-05 8.366e-05 2.94707e-05 3.78274e-05 6.60089e-05 1.80876e-05 0 2.88692e-05 0.00872182 0.00391362 1.63282e-05 2.84588e-05 Variance: 2.21051e-06 Variances/cluster: 2.67973e-31 3.50681e-08 3.60625e-08 4.79068e-08 2.74699e-06 9.74749e-08 6.28322e-08 3.00181e-07 7.42266e-08 3.85626e-08 0 4.20184e-08 0.156503 0.00391989 3.36633e-08 7.48856e-08 -------------------------------------------------------------- Initialization seed trial #634 of 1000; initialization seed = 493581859 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 572446 Distortion: 0.00939677 Distortions/cluster: 2.43013e-05 2.1738e-05 1.27749e-35 8.366e-05 1.87534e-05 2.14989e-05 3.14473e-05 6.73163e-05 2.3183e-05 1.20571e-05 3.00298e-05 0 4.01753e-05 1.08283e-34 0.000300791 0.00872182 Variance: 1.59159e-06 Variances/cluster: 7.23199e-08 5.60206e-08 0 9.74749e-08 3.85835e-08 3.57083e-08 3.78394e-08 7.54422e-08 4.78948e-08 6.1826e-08 4.30806e-08 0 3.40429e-07 0 1.87971e-05 0.156503 -------------------------------------------------------------- Initialization seed trial #635 of 1000; initialization seed = 493581860 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 517347 Distortion: 0.0320526 Distortions/cluster: 4.42496e-05 0.000300791 0 1.42537e-05 1.87078e-05 1.58568e-05 0.000117982 1.52757e-05 2.19455e-05 9.69551e-06 1.27749e-35 0.00998646 0.021423 2.82355e-05 2.83905e-05 2.77772e-05 Variance: 5.42896e-06 Variances/cluster: 3.42978e-07 1.87971e-05 0 3.27642e-08 4.21306e-08 3.43192e-08 1.10126e-07 3.11713e-08 4.61968e-08 4.28958e-08 0 0.185417 3.20118e-05 6.38762e-08 7.55005e-08 4.1579e-08 -------------------------------------------------------------- Initialization seed trial #636 of 1000; initialization seed = 493581861 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 557864 Distortion: 0.0130505 Distortions/cluster: 3.78274e-05 4.67043e-05 0.00872182 0.00391362 3.05572e-05 4.81569e-35 1.85898e-05 6.6306e-05 1.25384e-05 2.24814e-05 3.27148e-05 2.19736e-05 0 8.33627e-05 2.10913e-05 2.0891e-05 Variance: 2.21045e-06 Variances/cluster: 3.00181e-07 2.74699e-06 0.156503 0.00391989 4.30952e-08 2.67973e-31 3.85644e-08 7.43933e-08 6.17604e-08 4.92972e-08 3.86209e-08 3.60773e-08 0 9.73555e-08 7.32281e-08 4.99738e-08 -------------------------------------------------------------- Initialization seed trial #637 of 1000; initialization seed = 493581862 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 502172 Distortion: 0.0450528 Distortions/cluster: 2.56419e-05 2.08595e-05 3.73047e-05 1.08283e-34 2.90326e-05 2.01587e-05 2.08999e-05 4.67043e-05 4.81569e-35 0.0446389 7.61173e-05 4.67839e-05 1.27749e-35 2.90472e-05 4.07957e-05 2.05623e-05 Variance: 7.6309e-06 Variances/cluster: 5.26481e-08 3.54111e-08 6.0737e-08 0 7.5797e-08 3.99147e-08 4.01111e-08 2.74699e-06 2.67973e-31 0.0422886 1.13259e-07 8.44208e-08 0 6.19292e-08 6.98334e-08 4.05531e-08 -------------------------------------------------------------- Initialization seed trial #638 of 1000; initialization seed = 493581863 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 507095 Distortion: 0.0402023 Distortions/cluster: 4.67043e-05 2.35241e-05 2.23414e-05 3.27799e-05 2.37044e-35 0.000286503 0.0356196 4.036e-05 2.20333e-05 1.89386e-05 3.44908e-05 2.26711e-05 0.00391362 7.68894e-05 1.66372e-05 2.52237e-05 Variance: 6.80933e-06 Variances/cluster: 2.74699e-06 5.50866e-08 3.62056e-08 6.07967e-08 0 1.19867e-06 0.035575 4.36758e-08 4.79987e-08 6.33195e-08 6.09179e-08 4.11415e-08 0.00391989 1.15439e-07 6.65431e-08 7.24593e-08 -------------------------------------------------------------- Initialization seed trial #639 of 1000; initialization seed = 493581864 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 556011 Distortion: 0.013301 Distortions/cluster: 0.00391362 2.04141e-05 2.62559e-05 2.0914e-05 7.84209e-05 1.54302e-05 2.39416e-05 2.05228e-05 2.41521e-05 2.22962e-05 4.24026e-05 1.92746e-05 0.000307974 0.00872182 4.3592e-05 0 Variance: 2.25288e-06 Variances/cluster: 0.00391989 4.05006e-08 4.83488e-08 7.06332e-08 1.07564e-07 5.9557e-08 6.26536e-08 3.96924e-08 6.05123e-08 3.68491e-08 6.31877e-08 4.63182e-08 1.71076e-05 0.156503 7.7422e-08 0 -------------------------------------------------------------- Initialization seed trial #640 of 1000; initialization seed = 493581865 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 555991 Distortion: 0.0133119 Distortions/cluster: 0 2.19237e-05 4.07957e-05 0.00391362 1.87991e-05 1.14729e-05 3.73047e-05 2.42938e-05 2.08952e-05 0.000293611 2.12954e-05 4.67043e-05 7.54061e-05 1.71388e-05 0.00872182 4.67839e-05 Variance: 2.25472e-06 Variances/cluster: 0 4.1284e-08 6.98334e-08 0.00391989 3.908e-08 6.13473e-08 6.0737e-08 5.28079e-08 3.54716e-08 6.87555e-07 4.01762e-08 2.74699e-06 1.14588e-07 6.34722e-08 0.156503 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #641 of 1000; initialization seed = 493581866 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 571737 Distortion: 0.00940508 Distortions/cluster: 2.11361e-05 0.000297298 4.67839e-05 4.07957e-05 2.87034e-05 2.65995e-05 4.67043e-05 7.62472e-05 0 2.01964e-05 1.27749e-35 2.09835e-05 0.00872182 3.73047e-05 1.08283e-34 2.05058e-05 Variance: 1.593e-06 Variances/cluster: 4.03321e-08 6.66533e-07 8.44208e-08 6.98334e-08 7.51338e-08 5.26676e-08 2.74699e-06 1.13116e-07 0 3.99894e-08 0 3.5501e-08 0.156503 6.0737e-08 0 4.04417e-08 -------------------------------------------------------------- Initialization seed trial #642 of 1000; initialization seed = 493581867 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 498398 Distortion: 0.0489329 Distortions/cluster: 1.85027e-05 2.54932e-05 0.0446389 3.11248e-05 4.81569e-35 3.82031e-05 3.33853e-05 3.36824e-05 2.86463e-05 2.39374e-05 3.26327e-05 1.92403e-05 0.00391362 4.35604e-05 2.95988e-05 2.23668e-05 Variance: 8.2881e-06 Variances/cluster: 6.29142e-08 7.26076e-08 0.0422886 4.31652e-08 2.67973e-31 3.15692e-07 3.89981e-08 5.91764e-08 7.5181e-08 4.9453e-08 6.08624e-08 3.98312e-08 0.00391989 2.7222e-06 6.24396e-08 3.63646e-08 -------------------------------------------------------------- Initialization seed trial #643 of 1000; initialization seed = 493581868 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 555966 Distortion: 0.0133116 Distortions/cluster: 2.33301e-05 7.41367e-05 2.18481e-05 0.00872182 2.03505e-05 1.57021e-05 0.00391362 1.89663e-05 4.67839e-05 0 4.07957e-05 2.21869e-05 2.1793e-05 0.000286218 4.67043e-05 3.73047e-05 Variance: 2.25467e-06 Variances/cluster: 5.35044e-08 1.1674e-07 4.12192e-08 0.156503 3.49025e-08 6.56936e-08 0.00391989 3.93458e-08 8.44208e-08 0 6.98334e-08 4.04832e-08 4.88591e-08 1.22306e-06 2.74699e-06 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #644 of 1000; initialization seed = 493581869 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 60 BIC score: 507507 Distortion: 0.0399471 Distortions/cluster: 0.00391362 2.0808e-05 0.0356196 2.20807e-05 2.24017e-05 2.94324e-05 4.81569e-35 1.90162e-05 4.67043e-05 2.37044e-35 7.41809e-05 2.86463e-05 4.07957e-05 4.67839e-05 2.57455e-05 3.73047e-05 Variance: 6.7661e-06 Variances/cluster: 0.00391989 3.53837e-08 0.035575 4.13459e-08 4.06526e-08 6.24842e-08 2.67973e-31 3.93675e-08 2.74699e-06 0 1.16626e-07 7.5181e-08 6.98334e-08 8.44208e-08 5.26445e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #645 of 1000; initialization seed = 493581870 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 498659 Distortion: 0.048939 Distortions/cluster: 0.00391362 3.62143e-05 2.11957e-05 2.93889e-05 2.11839e-05 2.30629e-05 3.07959e-05 1.44798e-05 4.81569e-35 3.08277e-05 2.50441e-05 4.67043e-05 0.0446389 4.83014e-05 3.69874e-05 2.23091e-05 Variance: 8.28913e-06 Variances/cluster: 0.00391989 2.96805e-07 7.11044e-08 4.0984e-08 5.06628e-08 5.91167e-08 7.54741e-08 5.81331e-08 2.67973e-31 6.06795e-08 5.19539e-08 2.74699e-06 0.0422886 4.87358e-08 4.07764e-08 5.66035e-08 -------------------------------------------------------------- Initialization seed trial #646 of 1000; initialization seed = 493581871 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 498058 Distortion: 0.0492151 Distortions/cluster: 2.26951e-05 0.0446389 4.94716e-05 2.29287e-05 0.00391362 1.48691e-05 1.60067e-05 1.15783e-05 9.8431e-06 4.29356e-05 2.53459e-05 7.8565e-05 9.2121e-06 0.000307974 4.14374e-05 9.67768e-06 Variance: 8.33589e-06 Variances/cluster: 6.25002e-08 0.0422886 8.03046e-08 4.26936e-08 0.00391989 3.88102e-08 6.66732e-08 5.43409e-08 5.72101e-08 4.53345e-08 3.86916e-08 1.09718e-07 5.26235e-08 1.71076e-05 6.26835e-08 4.7193e-08 -------------------------------------------------------------- Initialization seed trial #647 of 1000; initialization seed = 493581872 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 502781 Distortion: 0.0450335 Distortions/cluster: 3.01067e-05 3.25482e-05 2.51325e-05 3.00268e-05 1.96949e-05 4.67043e-05 2.43786e-05 3.03365e-05 4.81569e-35 4.85673e-05 3.36824e-05 3.71755e-05 3.62143e-05 1.08283e-34 1.27749e-35 0.0446389 Variance: 7.62762e-06 Variances/cluster: 4.15216e-08 6.08182e-08 5.12861e-08 7.58193e-08 6.41321e-08 2.74699e-06 7.18907e-08 6.09117e-08 2.67973e-31 4.88562e-08 5.91764e-08 4.08486e-08 2.96805e-07 0 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #648 of 1000; initialization seed = 493581873 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 556127 Distortion: 0.0133036 Distortions/cluster: 0.00391362 3.85916e-05 2.34427e-05 0 7.69072e-05 0.000298073 4.67043e-05 2.11957e-05 2.29829e-05 2.53737e-05 2.87715e-05 2.02889e-05 1.44798e-05 2.42703e-05 2.71031e-05 0.00872182 Variance: 2.25332e-06 Variances/cluster: 0.00391989 4.11827e-08 5.97836e-08 0 1.23435e-07 6.49343e-07 2.74699e-06 7.11044e-08 3.68864e-08 4.2356e-08 7.51155e-08 4.78358e-08 5.81331e-08 6.23709e-08 5.3243e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #649 of 1000; initialization seed = 493581874 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 497641 Distortion: 0.0492003 Distortions/cluster: 0.000299789 1.22168e-05 4.67043e-05 2.2717e-05 0.00391362 1.97881e-05 3.67128e-05 1.9646e-05 2.99463e-05 2.28723e-05 0.0446389 1.78912e-05 4.67839e-05 1.63012e-05 1.56297e-05 4.07957e-05 Variance: 8.33339e-06 Variances/cluster: 2.60657e-06 6.20088e-08 2.74699e-06 4.88498e-08 0.00391989 5.04752e-08 5.98708e-08 3.42823e-08 4.44268e-08 7.26049e-08 0.0422886 3.79015e-08 8.44208e-08 3.38874e-08 3.48069e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #650 of 1000; initialization seed = 493581875 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 557573 Distortion: 0.01303 Distortions/cluster: 4.07957e-05 0.00872182 3.00268e-05 3.06015e-05 3.28826e-05 4.67839e-05 3.67128e-05 2.22203e-05 4.81569e-35 2.97647e-05 2.33689e-05 3.57241e-05 1.89607e-05 0 4.67043e-05 0.00391362 Variance: 2.20698e-06 Variances/cluster: 6.98334e-08 0.156503 7.58193e-08 4.3097e-08 3.87276e-08 8.44208e-08 5.98708e-08 3.62443e-08 2.67973e-31 6.11135e-08 4.96109e-08 2.95206e-07 3.89299e-08 0 2.74699e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #651 of 1000; initialization seed = 493581876 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 556316 Distortion: 0.0132759 Distortions/cluster: 0.000300791 3.36824e-05 3.93166e-05 1.91109e-05 3.25482e-05 0.00391362 2.4864e-05 3.00268e-05 3.28473e-05 0 1.92126e-05 2.52401e-05 0.00872182 3.07843e-05 2.97647e-05 2.22203e-05 Variance: 2.24862e-06 Variances/cluster: 1.87971e-05 5.91764e-08 3.38897e-07 3.90779e-08 6.08182e-08 0.00391989 7.22565e-08 7.58193e-08 3.87316e-08 0 6.35975e-08 5.29095e-08 0.156503 4.33543e-08 6.11135e-08 3.62443e-08 -------------------------------------------------------------- Initialization seed trial #652 of 1000; initialization seed = 493581877 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 497989 Distortion: 0.0492248 Distortions/cluster: 0.00391362 1.71245e-05 3.78274e-05 6.60089e-05 1.08799e-05 8.366e-05 0.0446389 1.5635e-05 1.94668e-05 2.79035e-05 4.67043e-05 1.60338e-05 0.000279856 1.71429e-05 1.59833e-05 1.79951e-05 Variance: 8.33753e-06 Variances/cluster: 0.00391989 4.39053e-08 3.00181e-07 7.42266e-08 6.11178e-08 9.74749e-08 0.0422886 3.29824e-08 3.42685e-08 4.1768e-08 2.74699e-06 6.33697e-08 1.30155e-06 3.71024e-08 3.54366e-08 5.11176e-08 -------------------------------------------------------------- Initialization seed trial #653 of 1000; initialization seed = 493581878 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 572261 Distortion: 0.00939606 Distortions/cluster: 0.000300791 1.70208e-05 0 2.97168e-05 0.00872182 1.55072e-05 2.16275e-05 6.73163e-05 4.01753e-05 1.58424e-05 2.90326e-05 8.366e-05 2.89099e-05 2.46425e-05 1.08283e-34 1.27749e-35 Variance: 1.59147e-06 Variances/cluster: 1.87971e-05 3.72414e-08 0 3.7613e-08 0.156503 3.58931e-08 3.58624e-08 7.54422e-08 3.40429e-07 3.85422e-08 7.5797e-08 9.74749e-08 6.20335e-08 5.16569e-08 0 0 -------------------------------------------------------------- Initialization seed trial #654 of 1000; initialization seed = 493581879 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 688201 Distortion: 0.000696327 Distortions/cluster: 1.27749e-35 3.3696e-05 2.37044e-35 3.14446e-05 1.08283e-34 2.88994e-05 3.77383e-05 2.87715e-05 9.64317e-35 2.33039e-05 9.66845e-05 4.2689e-05 2.67265e-05 0.000299669 4.67043e-05 0 Variance: 1.17942e-07 Variances/cluster: 0 7.38714e-08 0 7.95811e-08 0 5.60016e-08 4.62995e-08 7.51155e-08 6.86694e-32 5.00998e-08 9.94607e-08 4.44638e-08 6.11389e-08 6.14026e-07 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #655 of 1000; initialization seed = 493581880 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 502514 Distortion: 0.0450333 Distortions/cluster: 2.97647e-05 3.00268e-05 2.38467e-05 1.27749e-35 2.22203e-05 0.0446389 4.67839e-05 4.35604e-05 4.81569e-35 3.28826e-05 1.89607e-05 3.06015e-05 3.82031e-05 4.07957e-05 3.67128e-05 1.08283e-34 Variance: 7.62759e-06 Variances/cluster: 6.11135e-08 7.58193e-08 5.05182e-08 0 3.62443e-08 0.0422886 8.44208e-08 2.7222e-06 2.67973e-31 3.87276e-08 3.89299e-08 4.3097e-08 3.15692e-07 6.98334e-08 5.98708e-08 0 -------------------------------------------------------------- Initialization seed trial #656 of 1000; initialization seed = 493581881 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 573650 Distortion: 0.00914282 Distortions/cluster: 4.17764e-05 4.67043e-05 2.86463e-05 0.00872182 4.81569e-35 2.96461e-05 2.61719e-05 0 1.08283e-34 2.14045e-05 3.73047e-05 7.8852e-05 4.07957e-05 1.27749e-35 2.29193e-05 4.67839e-05 Variance: 1.54858e-06 Variances/cluster: 4.46767e-08 2.74699e-06 7.5181e-08 0.156503 2.67973e-31 6.24078e-08 5.31902e-08 0 0 4.07665e-08 6.0737e-08 1.11995e-07 6.98334e-08 0 3.68435e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #657 of 1000; initialization seed = 493581882 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 573595 Distortion: 0.0091633 Distortions/cluster: 2.06598e-05 1.27749e-35 0 8.366e-05 1.08283e-34 2.56419e-05 4.67043e-05 2.94324e-05 2.06715e-05 6.81933e-05 2.86463e-05 4.81569e-35 1.88619e-05 2.21585e-05 7.68534e-05 0.00872182 Variance: 1.55205e-06 Variances/cluster: 3.53118e-08 0 0 9.74749e-08 0 5.26481e-08 2.74699e-06 6.24842e-08 3.99025e-08 7.6254e-08 7.5181e-08 2.67973e-31 3.92104e-08 4.12598e-08 1.14015e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #658 of 1000; initialization seed = 493581883 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 62 BIC score: 557589 Distortion: 0.0130509 Distortions/cluster: 2.04045e-05 2.98108e-05 1.82795e-05 4.67043e-05 8.33627e-05 4.81569e-35 2.83144e-05 1.60534e-05 0.00391362 6.6306e-05 1.6611e-05 0 3.78274e-05 2.26649e-05 2.90887e-05 0.00872182 Variance: 2.21051e-06 Variances/cluster: 3.49952e-08 7.58485e-08 3.8318e-08 2.74699e-06 9.73555e-08 2.67973e-31 4.18197e-08 3.35815e-08 0.00391989 7.43933e-08 3.58738e-08 0 3.00181e-07 4.86328e-08 6.12343e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #659 of 1000; initialization seed = 493581884 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 72 BIC score: 502397 Distortion: 0.0450459 Distortions/cluster: 0.0446389 2.19964e-05 2.61316e-05 4.09224e-05 7.84947e-05 1.27749e-35 3.28638e-05 4.81569e-35 2.447e-05 1.08283e-34 4.67043e-05 1.9604e-05 3.44908e-05 2.86463e-05 2.97415e-05 2.29193e-05 Variance: 7.62973e-06 Variances/cluster: 0.0422886 4.09577e-08 5.32163e-08 4.38573e-08 1.13421e-07 0 6.08393e-08 2.67973e-31 7.1948e-08 0 2.74699e-06 6.40449e-08 6.09179e-08 7.5181e-08 6.2346e-08 3.68435e-08 -------------------------------------------------------------- Initialization seed trial #660 of 1000; initialization seed = 493581885 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 501828 Distortion: 0.0453084 Distortions/cluster: 2.51399e-05 4.67043e-05 2.19517e-05 3.26327e-05 2.28553e-05 7.84034e-05 3.48071e-05 1.16404e-05 4.07912e-05 2.49934e-05 1.27749e-35 0.0446389 0.000293803 1.08283e-34 1.8854e-05 1.69003e-05 Variance: 7.67419e-06 Variances/cluster: 7.24266e-08 2.74699e-06 4.09507e-08 6.08624e-08 3.67998e-08 1.13453e-07 6.09382e-08 6.15842e-08 4.38106e-08 5.35143e-08 0 0.0422886 6.8162e-07 0 6.32482e-08 6.32921e-08 -------------------------------------------------------------- Initialization seed trial #661 of 1000; initialization seed = 493581886 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 69 BIC score: 501656 Distortion: 0.045296 Distortions/cluster: 3.99696e-05 3.82031e-05 0.000296957 1.98595e-05 4.90368e-05 0.0446389 1.67318e-05 1.74003e-05 1.08283e-34 3.53035e-05 2.43848e-05 1.8172e-05 2.89249e-05 2.86012e-05 1.27749e-35 4.35604e-05 Variance: 7.67209e-06 Variances/cluster: 6.86544e-08 3.15692e-07 6.76384e-07 3.45343e-08 8.51064e-08 0.0422886 3.66089e-08 3.45214e-08 0 5.95142e-08 4.8961e-08 3.84963e-08 4.20383e-08 7.50627e-08 0 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #662 of 1000; initialization seed = 493581887 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 573909 Distortion: 0.00914533 Distortions/cluster: 4.67043e-05 4.81569e-35 3.27799e-05 0 4.28465e-05 0.00872182 3.68522e-05 2.75883e-05 3.08605e-05 3.00803e-05 9.71447e-05 2.50109e-05 1.27749e-35 1.91514e-05 3.44908e-05 1.08283e-34 Variance: 1.54901e-06 Variances/cluster: 2.74699e-06 2.67973e-31 6.07967e-08 0 4.46278e-08 0.156503 4.57172e-08 5.62975e-08 6.08638e-08 7.57631e-08 9.97289e-08 7.22633e-08 0 6.36054e-08 6.09179e-08 0 -------------------------------------------------------------- Initialization seed trial #663 of 1000; initialization seed = 493581888 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 604288 Distortion: 0.00457775 Distortions/cluster: 2.36116e-05 4.67043e-05 2.37044e-35 0.00391362 0.000300052 3.35214e-05 3.07795e-05 2.53926e-05 0 3.36824e-05 3.62143e-05 9.64317e-35 3.70588e-05 1.94952e-05 4.834e-05 2.92792e-05 Variance: 7.75365e-07 Variances/cluster: 6.96288e-08 2.74699e-06 0 0.00391989 6.00055e-07 6.22874e-08 7.54339e-08 5.17113e-08 0 5.91764e-08 2.96805e-07 6.86694e-32 4.08101e-08 6.41085e-08 4.87256e-08 4.09452e-08 -------------------------------------------------------------- Initialization seed trial #664 of 1000; initialization seed = 493581889 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 501929 Distortion: 0.0453102 Distortions/cluster: 2.90089e-05 2.90326e-05 8.57305e-06 6.73163e-05 1.20832e-05 2.46129e-05 1.56869e-05 1.7385e-05 0.000300791 4.04593e-05 1.27749e-35 8.366e-05 1.08283e-34 1.44196e-05 2.82933e-05 0.0446389 Variance: 7.6745e-06 Variances/cluster: 6.19798e-08 7.5797e-08 3.36159e-08 7.54422e-08 3.02045e-08 5.13793e-08 3.47025e-08 3.76262e-08 1.87971e-05 3.37121e-07 0 9.74749e-08 0 3.26945e-08 4.18504e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #665 of 1000; initialization seed = 493581890 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 506903 Distortion: 0.0402014 Distortions/cluster: 2.12623e-05 2.01685e-05 0.00391362 2.37044e-35 4.00656e-05 2.35098e-05 0.000307974 7.58247e-05 1.93661e-05 4.8941e-05 2.02966e-05 1.25053e-05 2.21958e-05 0.0356196 3.58899e-05 2.02613e-05 Variance: 6.80919e-06 Variances/cluster: 4.02656e-08 4.03333e-08 0.00391989 0 6.87013e-08 5.34266e-08 1.71076e-05 1.14012e-07 7.41939e-08 8.50878e-08 3.49299e-08 6.12955e-08 4.99864e-08 0.035575 6.04009e-08 3.98025e-08 -------------------------------------------------------------- Initialization seed trial #666 of 1000; initialization seed = 493581891 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 19 BIC score: 604320 Distortion: 0.00459453 Distortions/cluster: 3.97965e-05 0.000307974 3.44908e-05 3.79002e-05 3.93613e-05 8.59487e-05 1.91514e-05 0 0.00391362 9.64317e-35 2.37044e-35 2.50109e-05 3.68402e-05 3.27799e-05 2.1656e-05 0 Variance: 7.78207e-07 Variances/cluster: 4.37767e-08 1.71076e-05 6.09179e-08 6.03455e-08 7.65724e-08 1.02189e-07 6.36054e-08 0 0.00391989 6.86694e-32 0 7.22633e-08 5.74675e-08 6.07967e-08 3.60291e-08 0 -------------------------------------------------------------- Initialization seed trial #667 of 1000; initialization seed = 493581892 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 688493 Distortion: 0.000693074 Distortions/cluster: 3.35214e-05 4.22095e-05 2.87034e-05 4.67043e-05 0 1.08283e-34 0.000297696 9.64317e-35 3.48071e-05 2.78453e-05 1.27749e-35 2.37044e-35 4.36199e-05 9.48599e-05 1.94952e-05 2.36116e-05 Variance: 1.17391e-07 Variances/cluster: 6.22874e-08 4.87353e-08 7.51338e-08 2.74699e-06 0 0 6.57112e-07 6.86694e-32 6.09382e-08 5.4487e-08 0 0 4.44155e-08 1.00799e-07 6.41085e-08 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #668 of 1000; initialization seed = 493581893 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 688720 Distortion: 0.000718138 Distortions/cluster: 1.27749e-35 1.96059e-05 4.30816e-05 0 3.44908e-05 0.000307974 4.96348e-05 9.64317e-35 3.37267e-05 0.000104435 2.36116e-05 1.08283e-34 2.37044e-35 0 0.000101576 0 Variance: 1.21636e-07 Variances/cluster: 0 6.42612e-08 6.41994e-08 0 6.09179e-08 1.71076e-05 8.03088e-08 6.86694e-32 6.22065e-08 9.92642e-08 6.96288e-08 0 0 0 5.65829e-08 0 -------------------------------------------------------------- Initialization seed trial #669 of 1000; initialization seed = 493581894 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 556122 Distortion: 0.0132832 Distortions/cluster: 1.81332e-05 2.34269e-05 4.08979e-05 2.94707e-05 2.03225e-05 2.89579e-05 1.70188e-05 0.00391362 0.00872182 4.07957e-05 4.67839e-05 2.84588e-05 0.000300791 3.67128e-05 0 1.6026e-05 Variance: 2.24987e-06 Variances/cluster: 3.85774e-08 4.88016e-08 3.37961e-07 6.28322e-08 3.49744e-08 4.21476e-08 3.45881e-08 0.00391989 0.156503 6.98334e-08 8.44208e-08 7.48856e-08 1.87971e-05 5.98708e-08 0 3.52188e-08 -------------------------------------------------------------- Initialization seed trial #670 of 1000; initialization seed = 493581895 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 99 BIC score: 557585 Distortion: 0.01303 Distortions/cluster: 4.67043e-05 3.57241e-05 0.00391362 2.2302e-05 4.07957e-05 0.00872182 1.92403e-05 2.86463e-05 2.95988e-05 3.11248e-05 3.67128e-05 4.81569e-35 0 2.35247e-05 4.67839e-05 3.33853e-05 Variance: 2.20698e-06 Variances/cluster: 2.74699e-06 2.95206e-07 0.00391989 3.63182e-08 6.98334e-08 0.156503 3.98312e-08 7.5181e-08 6.24396e-08 4.31652e-08 5.98708e-08 2.67973e-31 0 4.86004e-08 8.44208e-08 3.89981e-08 -------------------------------------------------------------- Initialization seed trial #671 of 1000; initialization seed = 493581896 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 556234 Distortion: 0.0133049 Distortions/cluster: 0.00391362 1.94952e-05 3.35214e-05 1.16404e-05 4.67043e-05 2.19517e-05 2.49934e-05 0.00872182 4.09473e-05 3.48071e-05 0.000293803 2.28654e-05 1.69003e-05 0 7.8237e-05 2.36116e-05 Variance: 2.25354e-06 Variances/cluster: 0.00391989 6.41085e-08 6.22874e-08 6.15842e-08 2.74699e-06 4.09507e-08 5.35143e-08 0.156503 4.38839e-08 6.09382e-08 6.8162e-07 3.6816e-08 6.32921e-08 0 1.13541e-07 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #672 of 1000; initialization seed = 493581897 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 571889 Distortion: 0.00940201 Distortions/cluster: 2.1474e-05 2.57365e-05 4.0446e-05 0.00872182 2.27589e-05 0.000300272 1.08283e-34 3.41628e-05 2.95616e-05 0 1.27749e-35 7.62307e-05 2.62273e-05 4.67043e-05 2.33061e-05 3.33079e-05 Variance: 1.59248e-06 Variances/cluster: 4.74936e-08 5.395e-08 4.37216e-08 0.156503 3.65269e-08 7.5062e-07 0 7.4731e-08 6.06965e-08 0 0 1.15491e-07 6.12585e-08 2.74699e-06 4.15399e-08 8.00416e-08 -------------------------------------------------------------- Initialization seed trial #673 of 1000; initialization seed = 493581898 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 556120 Distortion: 0.0132833 Distortions/cluster: 4.08979e-05 0 2.88249e-05 1.61511e-05 3.53035e-05 4.90368e-05 2.86463e-05 3.99696e-05 1.81712e-05 0.00391362 2.34275e-05 2.93425e-05 0.00872182 1.68447e-05 2.04028e-05 0.000300791 Variance: 2.24987e-06 Variances/cluster: 3.37961e-07 0 4.20765e-08 3.52613e-08 5.95142e-08 8.51064e-08 7.5181e-08 6.86544e-08 3.86584e-08 0.00391989 4.88029e-08 6.2559e-08 0.156503 3.45149e-08 3.49921e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #674 of 1000; initialization seed = 493581899 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 502878 Distortion: 0.045054 Distortions/cluster: 3.78274e-05 2.22714e-05 2.22447e-05 4.81569e-35 1.70273e-05 1.8689e-05 3.06463e-05 1.08283e-34 1.27749e-35 0.0446389 1.13353e-05 6.6306e-05 2.58959e-05 3.27445e-05 8.33627e-05 4.67043e-05 Variance: 7.63109e-06 Variances/cluster: 3.00181e-07 3.62684e-08 4.976e-08 2.67973e-31 6.37677e-08 3.87701e-08 4.30994e-08 0 0 0.0422886 6.12668e-08 7.43933e-08 5.64133e-08 3.8656e-08 9.73555e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #675 of 1000; initialization seed = 493581900 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 501921 Distortion: 0.0453103 Distortions/cluster: 2.3207e-05 1.19421e-05 1.549e-05 2.81986e-05 0.000300791 1.27749e-35 2.89579e-05 6.73163e-05 1.73885e-05 8.366e-05 4.17482e-05 2.90326e-05 0.0446389 1.08283e-34 1.47541e-05 8.85453e-06 Variance: 7.6745e-06 Variances/cluster: 4.89555e-08 3.01534e-08 3.47279e-08 4.18963e-08 1.87971e-05 0 6.20033e-08 7.54422e-08 3.75525e-08 9.74749e-08 3.39376e-07 7.5797e-08 0.0422886 0 3.2784e-08 3.39215e-08 -------------------------------------------------------------- Initialization seed trial #676 of 1000; initialization seed = 493581901 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 17 BIC score: 557480 Distortion: 0.01307 Distortions/cluster: 2.27373e-05 4.81569e-35 0 2.01698e-05 1.99225e-05 6.81933e-05 1.25384e-05 7.60724e-05 2.19815e-05 4.67043e-05 0.00391362 8.366e-05 2.13201e-05 2.04166e-05 0.00872182 2.08372e-05 Variance: 2.21375e-06 Variances/cluster: 5.45209e-08 2.67973e-31 0 3.47117e-08 3.9762e-08 7.6254e-08 6.17604e-08 1.15251e-07 4.88437e-08 2.74699e-06 0.00391989 9.74749e-08 7.30085e-08 4.04253e-08 0.156503 3.97619e-08 -------------------------------------------------------------- Initialization seed trial #677 of 1000; initialization seed = 493581902 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 498466 Distortion: 0.0489399 Distortions/cluster: 2.14989e-05 2.1738e-05 1.79972e-05 4.04474e-05 3.68069e-05 4.81569e-35 4.75489e-05 3.62982e-05 3.13665e-05 0.00391362 2.4211e-05 3.05841e-05 0.0446389 2.3183e-05 4.35604e-05 1.21471e-05 Variance: 8.28928e-06 Variances/cluster: 3.57083e-08 5.60206e-08 3.79652e-08 6.93558e-08 3.14553e-07 2.67973e-31 8.47307e-08 5.97798e-08 3.77422e-08 0.00391989 7.22661e-08 4.32552e-08 0.0422886 4.78948e-08 2.7222e-06 6.19696e-08 -------------------------------------------------------------- Initialization seed trial #678 of 1000; initialization seed = 493581903 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 66 BIC score: 556105 Distortion: 0.01329 Distortions/cluster: 3.99696e-05 0.00391362 2.95309e-05 2.04028e-05 2.84588e-05 3.53035e-05 1.85706e-05 0.000302829 1.60761e-05 4.90368e-05 0.00872182 2.34275e-05 4.35604e-05 0 3.05004e-05 1.68447e-05 Variance: 2.25101e-06 Variances/cluster: 6.86544e-08 0.00391989 6.28266e-08 3.49921e-08 7.48856e-08 5.95142e-08 3.90922e-08 2.6103e-06 3.51744e-08 8.51064e-08 0.156503 4.88029e-08 2.7222e-06 0 4.44573e-08 3.45149e-08 -------------------------------------------------------------- Initialization seed trial #679 of 1000; initialization seed = 493581904 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 501961 Distortion: 0.0452863 Distortions/cluster: 3.65748e-05 1.08283e-34 2.22714e-05 1.72269e-05 2.36914e-05 4.74532e-05 1.15575e-05 2.58511e-05 3.27383e-05 1.89619e-05 0.000300791 3.93166e-05 4.02654e-05 0.0446389 3.07045e-05 1.27749e-35 Variance: 7.67045e-06 Variances/cluster: 5.98409e-08 0 3.62684e-08 6.3563e-08 5.32342e-08 8.47111e-08 6.17997e-08 5.61933e-08 3.86487e-08 3.89323e-08 1.87971e-05 3.38897e-07 6.94009e-08 0.0422886 4.33642e-08 0 -------------------------------------------------------------- Initialization seed trial #680 of 1000; initialization seed = 493581905 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 76 BIC score: 571874 Distortion: 0.00939558 Distortions/cluster: 1.27749e-35 2.04141e-05 1.08283e-34 2.40958e-05 3.35214e-05 4.34495e-05 2.61723e-05 3.42626e-05 2.06641e-05 0.00872182 7.95391e-05 0.000307974 4.24086e-05 0 2.22475e-05 1.90128e-05 Variance: 1.59139e-06 Variances/cluster: 0 4.05006e-08 0 7.0024e-08 6.22874e-08 7.74439e-08 4.84626e-08 6.009e-08 3.98117e-08 0.156503 1.08354e-07 1.71076e-05 6.31966e-08 0 3.67685e-08 6.35675e-08 -------------------------------------------------------------- Initialization seed trial #681 of 1000; initialization seed = 493581906 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 502525 Distortion: 0.0450333 Distortions/cluster: 3.33853e-05 4.35604e-05 2.95988e-05 2.39374e-05 0.0446389 4.90368e-05 2.86463e-05 3.11248e-05 1.08283e-34 1.92403e-05 1.27749e-35 4.81569e-35 3.82031e-05 3.99696e-05 3.53035e-05 2.23668e-05 Variance: 7.62759e-06 Variances/cluster: 3.89981e-08 2.7222e-06 6.24396e-08 4.9453e-08 0.0422886 8.51064e-08 7.5181e-08 4.31652e-08 0 3.98312e-08 0 2.67973e-31 3.15692e-07 6.86544e-08 5.95142e-08 3.63646e-08 -------------------------------------------------------------- Initialization seed trial #682 of 1000; initialization seed = 493581907 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 497799 Distortion: 0.049215 Distortions/cluster: 2.72242e-05 4.67043e-05 1.37663e-05 1.81092e-05 2.29219e-05 0.0446389 2.4223e-05 2.28123e-05 1.43097e-05 8.6007e-06 0.000297244 7.70226e-05 1.93839e-05 0.00391362 2.87034e-05 4.14221e-05 Variance: 8.33587e-06 Variances/cluster: 5.30639e-08 2.74699e-06 5.73413e-08 4.36225e-08 3.68476e-08 0.0422886 6.24099e-08 4.1473e-08 7.569e-08 5.0576e-08 6.59024e-07 1.13928e-07 5.53649e-08 0.00391989 7.51338e-08 4.41561e-08 -------------------------------------------------------------- Initialization seed trial #683 of 1000; initialization seed = 493581908 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 604189 Distortion: 0.00459782 Distortions/cluster: 3.28006e-05 2.19116e-05 1.85552e-05 0.00391362 8.366e-05 2.26692e-05 3.04461e-05 1.58764e-05 6.60089e-05 9.64317e-35 2.37044e-35 3.78274e-05 2.1108e-05 0.000286634 4.67043e-05 0 Variance: 7.78764e-07 Variances/cluster: 3.86766e-08 3.60347e-08 3.84128e-08 0.00391989 9.74749e-08 4.89574e-08 4.31211e-08 6.58715e-08 7.42266e-08 6.86694e-32 0 3.00181e-07 4.97786e-08 1.19422e-06 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #684 of 1000; initialization seed = 493581909 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 513561 Distortion: 0.0363193 Distortions/cluster: 1.08283e-34 1.84406e-05 9.74441e-06 1.32809e-05 4.28162e-05 4.96348e-05 2.06352e-05 1.40905e-05 1.03048e-05 1.27749e-35 0.000100996 8.02618e-06 0.0356196 0.000307974 2.37044e-35 0.00010376 Variance: 6.15164e-06 Variances/cluster: 0 5.10656e-08 5.23725e-08 7.50105e-08 6.37091e-08 8.03088e-08 6.87612e-08 3.82769e-08 5.22917e-08 0 5.64796e-08 4.92246e-08 0.035575 1.71076e-05 0 9.83424e-08 -------------------------------------------------------------- Initialization seed trial #685 of 1000; initialization seed = 493581910 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 502783 Distortion: 0.0450333 Distortions/cluster: 3.36824e-05 2.58849e-05 4.35604e-05 1.92126e-05 1.08283e-34 3.25482e-05 3.00268e-05 4.81569e-35 4.86163e-05 2.4864e-05 0.0446389 1.27749e-35 3.86825e-05 3.70588e-05 2.97005e-05 3.0528e-05 Variance: 7.62759e-06 Variances/cluster: 5.91764e-08 5.25001e-08 2.7222e-06 6.35975e-08 0 6.08182e-08 7.58193e-08 2.67973e-31 4.89055e-08 7.22565e-08 0.0422886 0 3.17034e-07 4.08101e-08 4.11887e-08 6.08078e-08 -------------------------------------------------------------- Initialization seed trial #686 of 1000; initialization seed = 493581911 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 68 BIC score: 498170 Distortion: 0.0492176 Distortions/cluster: 7.98683e-05 1.5944e-05 1.5047e-05 4.67043e-05 3.00292e-05 0.0446389 5.64998e-05 1.34623e-05 0.000291104 1.60884e-05 1.66199e-05 2.01721e-05 1.90432e-05 1.88429e-05 0.00391362 2.56654e-05 Variance: 8.33632e-06 Variances/cluster: 9.44888e-08 4.58124e-08 2.83819e-07 2.74699e-06 4.43525e-08 0.0422886 6.50707e-08 7.31589e-08 2.82597e-06 3.52012e-08 3.43357e-08 3.47156e-08 4.23145e-08 3.92524e-08 0.00391989 7.24955e-08 -------------------------------------------------------------- Initialization seed trial #687 of 1000; initialization seed = 493581912 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 607142 Distortion: 0.00433564 Distortions/cluster: 3.78274e-05 2.37044e-35 4.67043e-05 3.33853e-05 6.60089e-05 8.366e-05 2.86463e-05 9.64317e-35 4.81569e-35 0.00391362 3.11248e-05 2.35247e-05 2.2302e-05 2.95988e-05 1.92403e-05 0 Variance: 7.34357e-07 Variances/cluster: 3.00181e-07 0 2.74699e-06 3.89981e-08 7.42266e-08 9.74749e-08 7.5181e-08 6.86694e-32 2.67973e-31 0.00391989 4.31652e-08 4.86004e-08 3.63182e-08 6.24396e-08 3.98312e-08 0 -------------------------------------------------------------- Initialization seed trial #688 of 1000; initialization seed = 493581913 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 557845 Distortion: 0.0130505 Distortions/cluster: 3.78274e-05 2.424e-05 0.00391362 8.366e-05 4.67043e-05 2.15361e-05 2.25865e-05 3.15965e-05 6.60089e-05 0.00872182 4.81569e-35 1.99295e-05 1.20571e-05 1.85855e-05 3.03272e-05 0 Variance: 2.21045e-06 Variances/cluster: 3.00181e-07 7.23527e-08 0.00391989 9.74749e-08 2.74699e-06 3.57108e-08 4.80524e-08 3.79277e-08 7.42266e-08 0.156503 2.67973e-31 5.12281e-08 6.1826e-08 3.85554e-08 4.30136e-08 0 -------------------------------------------------------------- Initialization seed trial #689 of 1000; initialization seed = 493581914 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 573637 Distortion: 0.00914281 Distortions/cluster: 0 0.00872182 3.84321e-05 1.27749e-35 4.67043e-05 2.63314e-05 2.86463e-05 2.97415e-05 4.07957e-05 4.81569e-35 3.73047e-05 7.80233e-05 2.52487e-05 1.08283e-34 4.67839e-05 2.29829e-05 Variance: 1.54858e-06 Variances/cluster: 0 0.156503 4.11003e-08 0 2.74699e-06 5.32975e-08 7.5181e-08 6.2346e-08 6.98334e-08 2.67973e-31 6.0737e-08 1.24428e-07 4.22886e-08 0 8.44208e-08 3.68864e-08 -------------------------------------------------------------- Initialization seed trial #690 of 1000; initialization seed = 493581915 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 603696 Distortion: 0.00459382 Distortions/cluster: 4.67043e-05 2.94789e-05 3.30761e-05 7.71615e-05 3.378e-05 2.20892e-05 4.09628e-05 0.000300272 0 2.27752e-05 0.00391362 9.64317e-35 2.56846e-05 2.37044e-35 2.62273e-05 2.19882e-05 Variance: 7.78086e-07 Variances/cluster: 2.74699e-06 6.07763e-08 8.0062e-08 1.12143e-07 7.37321e-08 4.86389e-08 4.43281e-08 7.5062e-07 0 3.65531e-08 0.00391989 6.86694e-32 5.38412e-08 0 6.12585e-08 4.10188e-08 -------------------------------------------------------------- Initialization seed trial #691 of 1000; initialization seed = 493581916 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 507866 Distortion: 0.0399277 Distortions/cluster: 2.35247e-05 3.33853e-05 2.37044e-35 3.57241e-05 1.92403e-05 4.81569e-35 0.00391362 0.0356196 4.07957e-05 2.95988e-05 2.2302e-05 3.11248e-05 4.67839e-05 4.67043e-05 2.86463e-05 3.67128e-05 Variance: 6.76282e-06 Variances/cluster: 4.86004e-08 3.89981e-08 0 2.95206e-07 3.98312e-08 2.67973e-31 0.00391989 0.035575 6.98334e-08 6.24396e-08 3.63182e-08 4.31652e-08 8.44208e-08 2.74699e-06 7.5181e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #692 of 1000; initialization seed = 493581917 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 501995 Distortion: 0.0453075 Distortions/cluster: 2.78417e-05 1.64909e-05 1.1652e-05 2.2911e-05 1.27749e-35 2.3071e-05 1.77624e-05 1.95802e-05 6.6306e-05 1.58581e-05 1.92339e-05 0.0446389 0.000300791 4.37006e-05 8.33627e-05 1.08283e-34 Variance: 7.67403e-06 Variances/cluster: 4.1738e-08 3.59248e-08 6.19734e-08 7.11467e-08 0 4.98253e-08 3.76286e-08 3.4287e-08 7.43933e-08 3.31731e-08 4.9187e-08 0.0422886 1.87971e-05 3.4137e-07 9.73555e-08 0 -------------------------------------------------------------- Initialization seed trial #693 of 1000; initialization seed = 493581918 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 571980 Distortion: 0.0093982 Distortions/cluster: 2.36116e-05 3.85916e-05 0.000298141 2.71031e-05 0 1.27749e-35 4.67043e-05 1.94952e-05 3.35214e-05 2.29829e-05 7.74101e-05 1.08283e-34 3.48071e-05 2.53108e-05 2.87034e-05 0.00872182 Variance: 1.59184e-06 Variances/cluster: 6.96288e-08 4.11827e-08 6.4808e-07 5.3243e-08 0 0 2.74699e-06 6.41085e-08 6.22874e-08 3.68864e-08 1.23845e-07 0 6.09382e-08 4.23217e-08 7.51338e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #694 of 1000; initialization seed = 493581919 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 572545 Distortion: 0.00941436 Distortions/cluster: 4.67043e-05 1.07699e-05 4.27239e-05 0.000312931 1.16436e-05 1.76504e-05 0.00872182 1.27749e-35 2.50216e-05 1.72276e-05 4.64129e-05 1.08283e-34 5.19309e-05 9.27613e-05 1.67627e-05 0 Variance: 1.59457e-06 Variances/cluster: 2.74699e-06 4.89381e-08 7.72522e-08 4.79179e-07 5.51654e-08 4.22121e-08 0.156503 0 6.38095e-08 6.94444e-08 4.49262e-08 0 5.32567e-08 1.00928e-07 6.3475e-08 0 -------------------------------------------------------------- Initialization seed trial #695 of 1000; initialization seed = 493581920 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 502164 Distortion: 0.0450528 Distortions/cluster: 1.98515e-05 2.06331e-05 2.47721e-05 0.0446389 2.21323e-05 2.92997e-05 1.27749e-35 3.73047e-05 4.67839e-05 4.07957e-05 1.08283e-34 4.81569e-35 2.09316e-05 4.67043e-05 2.98939e-05 7.48135e-05 Variance: 7.6309e-06 Variances/cluster: 3.9779e-08 4.04536e-08 5.28141e-08 0.0422886 4.07554e-08 6.10362e-08 0 6.0737e-08 8.44208e-08 6.98334e-08 0 2.67973e-31 3.54732e-08 2.74699e-06 7.58668e-08 1.15442e-07 -------------------------------------------------------------- Initialization seed trial #696 of 1000; initialization seed = 493581921 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 501586 Distortion: 0.0453162 Distortions/cluster: 1.27749e-35 4.07957e-05 2.44962e-05 2.70816e-05 2.12625e-05 4.67043e-05 3.73047e-05 4.67839e-05 2.01499e-05 0.0446389 2.23931e-05 2.06823e-05 7.22955e-05 1.08283e-34 0.000279694 1.76688e-05 Variance: 7.67551e-06 Variances/cluster: 0 6.98334e-08 4.1515e-08 5.2479e-08 3.57914e-08 2.74699e-06 6.0737e-08 8.44208e-08 3.98972e-08 0.0422886 6.9538e-08 4.06295e-08 1.20683e-07 0 1.03582e-06 7.7489e-08 -------------------------------------------------------------- Initialization seed trial #697 of 1000; initialization seed = 493581922 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 497393 Distortion: 0.0492055 Distortions/cluster: 2.06002e-05 2.11327e-05 2.86463e-05 0.0446389 1.44798e-05 2.11957e-05 2.57455e-05 7.45516e-05 2.06598e-05 2.2223e-05 1.89417e-05 2.31325e-05 0.000307974 2.42703e-05 2.94324e-05 0.00391362 Variance: 8.33427e-06 Variances/cluster: 4.84553e-08 4.00962e-08 7.5181e-08 0.0422886 5.81331e-08 7.11044e-08 5.26445e-08 1.1329e-07 3.53118e-08 4.1303e-08 3.92947e-08 5.91436e-08 1.71076e-05 6.23709e-08 6.24842e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #698 of 1000; initialization seed = 493581923 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 63 BIC score: 498114 Distortion: 0.0489595 Distortions/cluster: 4.07957e-05 1.99573e-05 2.18263e-05 4.67043e-05 0.00391362 1.22168e-05 0.0446389 1.95514e-05 2.26299e-05 4.67839e-05 3.73047e-05 2.39537e-05 2.38544e-05 7.10827e-05 2.03331e-05 4.81569e-35 Variance: 8.2926e-06 Variances/cluster: 6.98334e-08 3.45243e-08 5.61035e-08 2.74699e-06 0.00391989 6.20088e-08 0.0422886 3.94146e-08 4.78392e-08 8.44208e-08 6.0737e-08 4.06646e-08 7.22805e-08 1.23396e-07 4.034e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #699 of 1000; initialization seed = 493581924 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 89 BIC score: 512360 Distortion: 0.0363059 Distortions/cluster: 2.78453e-05 4.67043e-05 1.27749e-35 9.48599e-05 1.05842e-05 1.94134e-05 2.39403e-05 2.37044e-35 2.87034e-05 4.36199e-05 0.0356196 4.22095e-05 2.89131e-05 2.22942e-05 1.08283e-34 0.000297259 Variance: 6.14937e-06 Variances/cluster: 5.4487e-08 2.74699e-06 0 1.00799e-07 5.45406e-08 6.46905e-08 7.479e-08 0 7.51338e-08 4.44155e-08 0.035575 4.87353e-08 6.09781e-08 4.80323e-08 0 6.57599e-07 -------------------------------------------------------------- Initialization seed trial #700 of 1000; initialization seed = 493581925 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 65 BIC score: 573649 Distortion: 0.00914284 Distortions/cluster: 0.00872182 1.27749e-35 4.81569e-35 4.00733e-05 2.14045e-05 2.96461e-05 2.61719e-05 2.86463e-05 1.08283e-34 3.5954e-05 2.29193e-05 4.17764e-05 4.67043e-05 0 4.88691e-05 7.8852e-05 Variance: 1.54858e-06 Variances/cluster: 0.156503 0 2.67973e-31 6.87144e-08 4.07665e-08 6.24078e-08 5.31902e-08 7.5181e-08 0 6.0407e-08 3.68435e-08 4.46767e-08 2.74699e-06 0 8.51109e-08 1.11995e-07 -------------------------------------------------------------- Initialization seed trial #701 of 1000; initialization seed = 493581926 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 501671 Distortion: 0.0452866 Distortions/cluster: 0.0446389 1.68447e-05 2.90326e-05 4.32487e-05 3.53035e-05 0.000296857 3.99696e-05 4.90368e-05 2.91421e-05 2.84926e-05 1.8449e-05 2.04028e-05 1.08283e-34 1.27749e-35 1.60761e-05 2.48048e-05 Variance: 7.67049e-06 Variances/cluster: 0.0422886 3.45149e-08 7.5797e-08 3.69605e-07 5.95142e-08 1.9788e-05 6.86544e-08 8.51064e-08 6.18677e-08 4.15914e-08 3.90831e-08 3.49921e-08 0 0 3.51744e-08 5.1672e-08 -------------------------------------------------------------- Initialization seed trial #702 of 1000; initialization seed = 493581927 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 73 BIC score: 502397 Distortion: 0.0450459 Distortions/cluster: 2.29193e-05 4.09224e-05 2.61316e-05 4.81569e-35 1.08283e-34 3.44908e-05 2.43786e-05 7.84947e-05 3.28638e-05 1.96949e-05 2.97415e-05 4.67043e-05 2.86463e-05 0.0446389 2.19964e-05 1.27749e-35 Variance: 7.62973e-06 Variances/cluster: 3.68435e-08 4.38573e-08 5.32163e-08 2.67973e-31 0 6.09179e-08 7.18907e-08 1.13421e-07 6.08393e-08 6.41321e-08 6.2346e-08 2.74699e-06 7.5181e-08 0.0422886 4.09577e-08 0 -------------------------------------------------------------- Initialization seed trial #703 of 1000; initialization seed = 493581928 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 67 BIC score: 507153 Distortion: 0.0401829 Distortions/cluster: 0.00391362 4.35604e-05 2.52237e-05 0.0356196 1.97726e-05 2.2366e-05 0.000297331 2.37044e-35 3.32995e-05 2.86012e-05 1.89386e-05 3.27799e-05 3.82031e-05 3.33687e-05 3.14729e-05 2.48215e-05 Variance: 6.80605e-06 Variances/cluster: 0.00391989 2.7222e-06 7.24593e-08 0.035575 4.03484e-08 3.63634e-08 6.66606e-07 0 3.8989e-08 7.50627e-08 6.33195e-08 6.07967e-08 3.15692e-07 5.91449e-08 4.33474e-08 4.93425e-08 -------------------------------------------------------------- Initialization seed trial #704 of 1000; initialization seed = 493581929 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 512128 Distortion: 0.0363029 Distortions/cluster: 0.0356196 4.07957e-05 1.27749e-35 4.67043e-05 2.28553e-05 2.37044e-35 1.67915e-05 7.89562e-05 3.73047e-05 2.23909e-05 1.08283e-34 0.0002823 4.07912e-05 4.67839e-05 2.56967e-05 2.19517e-05 Variance: 6.14886e-06 Variances/cluster: 0.035575 6.98334e-08 0 2.74699e-06 3.67998e-08 0 6.63643e-08 1.14088e-07 6.0737e-08 4.97534e-08 0 1.59479e-06 4.38106e-08 8.44208e-08 5.42077e-08 4.09507e-08 -------------------------------------------------------------- Initialization seed trial #705 of 1000; initialization seed = 493581930 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 512479 Distortion: 0.0363041 Distortions/cluster: 1.27749e-35 2.22828e-05 3.11675e-05 4.67043e-05 1.69003e-05 2.2302e-05 0.0356196 1.08283e-34 0.000293568 6.6306e-05 1.16404e-05 3.33306e-05 8.33627e-05 3.78274e-05 2.37044e-35 1.91469e-05 Variance: 6.14907e-06 Variances/cluster: 0 4.84365e-08 4.31645e-08 2.74699e-06 6.32921e-08 3.63182e-08 0.035575 0 6.9069e-07 7.43933e-08 6.15842e-08 3.89797e-08 9.73555e-08 3.00181e-07 0 3.98025e-08 -------------------------------------------------------------- Initialization seed trial #706 of 1000; initialization seed = 493581931 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 501933 Distortion: 0.0452863 Distortions/cluster: 1.16901e-05 2.08056e-05 3.18872e-05 0.000300791 1.08283e-34 4.07957e-05 3.04935e-05 2.1676e-05 1.27749e-35 4.67839e-05 1.8669e-05 2.56463e-05 3.93166e-05 0.0446389 3.67128e-05 2.21613e-05 Variance: 7.67045e-06 Variances/cluster: 6.18471e-08 6.6255e-08 3.81392e-08 1.87971e-05 0 6.98334e-08 4.32494e-08 3.5824e-08 0 8.44208e-08 3.85687e-08 5.33142e-08 3.38897e-07 0.0422886 5.98708e-08 5.47142e-08 -------------------------------------------------------------- Initialization seed trial #707 of 1000; initialization seed = 493581932 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 709319 Distortion: 0.000437524 Distortions/cluster: 0 4.07957e-05 3.73047e-05 1.27749e-35 1.08283e-34 9.88853e-05 9.64317e-35 4.67043e-05 3.12744e-05 4.67839e-05 4.81569e-35 4.29272e-05 2.84326e-05 3.02112e-05 3.42045e-05 2.37044e-35 Variance: 7.41064e-08 Variances/cluster: 0 6.98334e-08 6.0737e-08 0 0 9.97744e-08 6.86694e-32 2.74699e-06 6.06044e-08 8.44208e-08 2.67973e-31 4.47585e-08 5.73186e-08 7.57112e-08 4.41869e-08 0 -------------------------------------------------------------- Initialization seed trial #708 of 1000; initialization seed = 493581933 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 498327 Distortion: 0.0489524 Distortions/cluster: 3.3606e-05 1.87447e-05 0.0446389 2.34047e-05 2.49118e-05 1.20795e-05 3.48071e-05 4.67043e-05 4.81569e-35 2.39918e-05 2.42809e-05 2.18769e-05 7.51073e-05 2.32819e-05 3.70816e-05 0.00391362 Variance: 8.2914e-06 Variances/cluster: 6.23287e-08 6.33065e-08 0.0422886 5.80708e-08 4.11048e-08 6.16251e-08 6.09382e-08 2.74699e-06 2.67973e-31 7.24771e-08 7.0154e-08 3.59185e-08 1.28817e-07 4.8e-08 4.03464e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #709 of 1000; initialization seed = 493581934 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 502531 Distortion: 0.0450735 Distortions/cluster: 4.81569e-35 4.67043e-05 2.11831e-05 1.91346e-05 2.35711e-05 1.26417e-05 0.0446389 1.27749e-35 1.08283e-34 7.62843e-05 2.00795e-05 8.366e-05 2.23867e-05 2.01862e-05 6.81933e-05 2.05299e-05 Variance: 7.6344e-06 Variances/cluster: 2.67973e-31 2.74699e-06 4.01919e-08 7.38733e-08 5.34444e-08 6.16617e-08 0.0422886 0 0 1.14876e-07 3.96793e-08 9.74749e-08 5.01903e-08 4.04497e-08 7.6254e-08 3.50298e-08 -------------------------------------------------------------- Initialization seed trial #710 of 1000; initialization seed = 493581935 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 501956 Distortion: 0.0452958 Distortions/cluster: 1.20405e-05 4.67839e-05 2.40152e-05 0.0446389 4.35604e-05 1.88052e-05 3.13845e-05 3.67128e-05 3.30141e-05 1.08283e-34 1.68331e-05 1.27749e-35 4.07957e-05 3.68069e-05 0.000293649 2.24702e-05 Variance: 7.67205e-06 Variances/cluster: 6.14259e-08 8.44208e-08 5.24301e-08 0.0422886 2.7222e-06 3.90111e-08 4.3465e-08 5.98708e-08 3.87911e-08 0 6.37571e-08 0 6.98334e-08 3.14553e-07 6.82847e-07 3.65327e-08 -------------------------------------------------------------- Initialization seed trial #711 of 1000; initialization seed = 493581936 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 77 BIC score: 688994 Distortion: 0.000684782 Distortions/cluster: 2.74568e-05 1.89788e-05 1.27749e-35 3.08605e-05 1.08283e-34 4.29076e-05 0.000307974 3.70447e-05 3.00803e-05 9.70233e-05 3.44908e-05 2.51848e-05 3.27799e-05 9.64317e-35 2.37044e-35 0 Variance: 1.15986e-07 Variances/cluster: 5.62588e-08 6.34539e-08 0 6.08638e-08 0 4.45522e-08 1.71076e-05 4.5899e-08 7.57631e-08 9.98093e-08 6.09179e-08 7.23474e-08 6.07967e-08 6.86694e-32 0 0 -------------------------------------------------------------- Initialization seed trial #712 of 1000; initialization seed = 493581937 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 572165 Distortion: 0.00940401 Distortions/cluster: 1.6138e-05 3.0407e-05 0.000301126 1.76906e-05 1.27749e-35 0.00872182 1.08283e-34 1.97569e-05 8.366e-05 4.67043e-05 2.94229e-05 0 2.84588e-05 6.76894e-05 2.26323e-05 1.85019e-05 Variance: 1.59282e-06 Variances/cluster: 3.66741e-08 4.43859e-08 2.55162e-06 3.40829e-08 0 0.156503 0 3.44758e-08 9.74749e-08 2.74699e-06 6.31341e-08 0 7.48856e-08 7.57754e-08 4.73437e-08 3.88657e-08 -------------------------------------------------------------- Initialization seed trial #713 of 1000; initialization seed = 493581938 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 75 BIC score: 512325 Distortion: 0.0362843 Distortions/cluster: 3.15785e-05 2.60819e-05 2.58748e-05 0.000300841 4.67043e-05 4.9947e-05 2.29571e-05 2.37044e-35 3.0528e-05 3.00347e-05 3.00268e-05 3.30714e-05 1.27749e-35 3.70588e-05 0.0356196 1.08283e-34 Variance: 6.14571e-06 Variances/cluster: 7.97183e-08 5.76844e-08 5.24796e-08 2.54921e-06 2.74699e-06 5.01936e-08 5.05499e-08 0 6.08078e-08 4.14796e-08 7.58193e-08 7.37969e-08 0 4.08101e-08 0.035575 0 -------------------------------------------------------------- Initialization seed trial #714 of 1000; initialization seed = 493581939 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 555953 Distortion: 0.0133116 Distortions/cluster: 2.33763e-05 3.99696e-05 0.000285349 2.04208e-05 0.00872182 0 2.1273e-05 2.23644e-05 3.58899e-05 1.84108e-05 4.90368e-05 7.03032e-05 2.44173e-05 1.8629e-05 4.67043e-05 0.00391362 Variance: 2.25467e-06 Variances/cluster: 5.51277e-08 6.86544e-08 1.3333e-06 3.49033e-08 0.156503 0 4.65454e-08 4.1721e-08 6.04009e-08 6.71873e-08 8.51064e-08 1.24419e-07 4.08277e-08 3.88069e-08 2.74699e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #715 of 1000; initialization seed = 493581940 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 556106 Distortion: 0.0133078 Distortions/cluster: 3.97839e-05 0.00872182 2.32092e-05 3.15785e-05 7.60912e-05 3.34833e-05 1.64004e-05 2.25782e-05 2.2047e-05 0.00391362 2.67265e-05 0 2.27456e-05 0.000287678 2.33822e-05 4.67043e-05 Variance: 2.25404e-06 Variances/cluster: 4.33337e-08 0.156503 5.60557e-08 7.97183e-08 1.15982e-07 7.37285e-08 6.61251e-08 4.73297e-08 3.61385e-08 0.00391989 6.11389e-08 0 4.09791e-08 1.13251e-06 5.01603e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #716 of 1000; initialization seed = 493581941 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 73 BIC score: 498014 Distortion: 0.0492159 Distortions/cluster: 2.80359e-05 0.00391362 6.73163e-05 1.94115e-05 1.61503e-05 4.04593e-05 1.57278e-05 0.000300791 8.366e-05 1.3436e-05 1.84149e-05 8.99219e-06 1.93712e-05 1.44678e-05 0.0446389 1.71429e-05 Variance: 8.33603e-06 Variances/cluster: 4.19035e-08 0.00391989 7.54422e-08 3.41713e-08 3.38551e-08 3.37121e-07 3.4793e-08 1.87971e-05 9.74749e-08 4.61679e-08 5.30641e-08 5.91541e-08 5.23502e-08 6.373e-08 0.0422886 3.71024e-08 -------------------------------------------------------------- Initialization seed trial #717 of 1000; initialization seed = 493581942 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 502161 Distortion: 0.0453099 Distortions/cluster: 1.08283e-34 2.94969e-05 3.81075e-05 4.24027e-05 1.27749e-35 2.80848e-05 1.65443e-05 0.000307974 0.0446389 1.77957e-05 2.50558e-05 1.07699e-05 9.64702e-05 1.72684e-05 2.93628e-05 1.16436e-05 Variance: 7.67444e-06 Variances/cluster: 0 6.05637e-08 4.64674e-08 4.42116e-08 0 5.58295e-08 6.33682e-08 1.71076e-05 0.0422886 4.2357e-08 6.37341e-08 4.89381e-08 9.90366e-08 6.96089e-08 7.56714e-08 5.51654e-08 -------------------------------------------------------------- Initialization seed trial #718 of 1000; initialization seed = 493581943 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 557585 Distortion: 0.01303 Distortions/cluster: 4.07957e-05 4.67043e-05 2.2302e-05 2.35247e-05 0 2.95988e-05 0.00872182 3.57241e-05 3.67128e-05 3.11248e-05 1.92403e-05 0.00391362 2.86463e-05 4.81569e-35 3.33853e-05 4.67839e-05 Variance: 2.20698e-06 Variances/cluster: 6.98334e-08 2.74699e-06 3.63182e-08 4.86004e-08 0 6.24396e-08 0.156503 2.95206e-07 5.98708e-08 4.31652e-08 3.98312e-08 0.00391989 7.5181e-08 2.67973e-31 3.89981e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #719 of 1000; initialization seed = 493581944 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 72 BIC score: 572165 Distortion: 0.00940397 Distortions/cluster: 1.08283e-34 0.00872182 1.60761e-05 1.67821e-05 2.94707e-05 8.366e-05 0.000301126 1.27749e-35 6.76894e-05 2.26431e-05 3.05004e-05 2.04656e-05 2.84588e-05 4.67043e-05 0 1.85706e-05 Variance: 1.59281e-06 Variances/cluster: 0 0.156503 3.51744e-08 3.44571e-08 6.28322e-08 9.74749e-08 2.55162e-06 0 7.57754e-08 4.72673e-08 4.44573e-08 3.50398e-08 7.48856e-08 2.74699e-06 0 3.90922e-08 -------------------------------------------------------------- Initialization seed trial #720 of 1000; initialization seed = 493581945 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 573649 Distortion: 0.00914284 Distortions/cluster: 4.67043e-05 2.96461e-05 2.86463e-05 4.17764e-05 0 1.27749e-35 2.29193e-05 3.58899e-05 7.8852e-05 3.99696e-05 0.00872182 1.08283e-34 2.61719e-05 2.14045e-05 4.90368e-05 4.81569e-35 Variance: 1.54858e-06 Variances/cluster: 2.74699e-06 6.24078e-08 7.5181e-08 4.46767e-08 0 0 3.68435e-08 6.04009e-08 1.11995e-07 6.86544e-08 0.156503 0 5.31902e-08 4.07665e-08 8.51064e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #721 of 1000; initialization seed = 493581946 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 555885 Distortion: 0.0133053 Distortions/cluster: 2.06666e-05 2.06225e-05 3.35214e-05 3.42626e-05 7.60791e-05 1.94952e-05 2.47094e-05 2.36116e-05 1.97432e-05 0.000300177 4.67043e-05 2.89397e-05 0.00391362 0 2.13232e-05 0.00872182 Variance: 2.25361e-06 Variances/cluster: 3.53235e-08 3.98849e-08 6.22874e-08 6.009e-08 1.13371e-07 6.41085e-08 5.27932e-08 6.96288e-08 3.94829e-08 7.52264e-07 2.74699e-06 6.07928e-08 0.00391989 0 4.11609e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #722 of 1000; initialization seed = 493581947 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 571980 Distortion: 0.0093982 Distortions/cluster: 2.87715e-05 0.000298073 0 2.29829e-05 7.74101e-05 2.71031e-05 1.27749e-35 3.48071e-05 2.53108e-05 1.8854e-05 2.51399e-05 3.26327e-05 3.85916e-05 1.08283e-34 0.00872182 4.67043e-05 Variance: 1.59184e-06 Variances/cluster: 7.51155e-08 6.49343e-07 0 3.68864e-08 1.23845e-07 5.3243e-08 0 6.09382e-08 4.23217e-08 6.32482e-08 7.24266e-08 6.08624e-08 4.11827e-08 0 0.156503 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #723 of 1000; initialization seed = 493581948 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 556217 Distortion: 0.0132888 Distortions/cluster: 3.14729e-05 2.50039e-05 3.33079e-05 2.4344e-05 0 0.000297331 3.38285e-05 1.97726e-05 3.57241e-05 3.32995e-05 2.2366e-05 4.67043e-05 0.00391362 2.15545e-05 2.86012e-05 0.00872182 Variance: 2.2508e-06 Variances/cluster: 4.33474e-08 5.82649e-08 8.00416e-08 4.84897e-08 0 6.66606e-07 7.48182e-08 4.03484e-08 2.95206e-07 3.8989e-08 3.63634e-08 2.74699e-06 0.00391989 4.75663e-08 7.50627e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #724 of 1000; initialization seed = 493581949 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 497556 Distortion: 0.0491864 Distortions/cluster: 1.6532e-05 1.96059e-05 0.0446389 2.36116e-05 2.94707e-05 3.34105e-05 1.62792e-05 2.34269e-05 2.0412e-05 1.80876e-05 0.000300791 4.08979e-05 2.84588e-05 3.36824e-05 0.00391362 2.91437e-05 Variance: 8.33102e-06 Variances/cluster: 3.59359e-08 6.42612e-08 0.0422886 6.96288e-08 6.28322e-08 6.21969e-08 3.36317e-08 4.88016e-08 3.50681e-08 3.85626e-08 1.87971e-05 3.37961e-07 7.48856e-08 5.91764e-08 0.00391989 4.22335e-08 -------------------------------------------------------------- Initialization seed trial #725 of 1000; initialization seed = 493581950 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 688876 Distortion: 0.000689153 Distortions/cluster: 0 1.08283e-34 1.27749e-35 2.40201e-05 4.42173e-05 0.000307974 2.11739e-05 2.45642e-05 9.64317e-35 4.94716e-05 2.37044e-35 4.81839e-05 1.55206e-05 1.90592e-05 9.40994e-05 4.08682e-05 Variance: 1.16726e-07 Variances/cluster: 0 0 0 6.03328e-08 4.47051e-08 1.71076e-05 7.05577e-08 6.41151e-08 6.86694e-32 8.03046e-08 0 5.10367e-08 5.96754e-08 4.62452e-08 1.0031e-07 6.32579e-08 -------------------------------------------------------------- Initialization seed trial #726 of 1000; initialization seed = 493581951 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 498388 Distortion: 0.0489331 Distortions/cluster: 2.4864e-05 3.57241e-05 4.67043e-05 3.36824e-05 4.81569e-35 2.25278e-05 3.32645e-05 2.9347e-05 2.90326e-05 0.00391362 1.92126e-05 0.0446389 1.93494e-05 3.25482e-05 3.07205e-05 2.35781e-05 Variance: 8.28813e-06 Variances/cluster: 7.22565e-08 2.95206e-07 2.74699e-06 5.91764e-08 2.67973e-31 3.65076e-08 3.8948e-08 6.17781e-08 7.5797e-08 0.00391989 6.35975e-08 0.0422886 3.95656e-08 6.08182e-08 4.3143e-08 4.88115e-08 -------------------------------------------------------------- Initialization seed trial #727 of 1000; initialization seed = 493581952 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 689085 Distortion: 0.00068091 Distortions/cluster: 2.4864e-05 3.69625e-05 8.57062e-05 0 0.000307974 2.17441e-05 2.37044e-35 3.25482e-05 3.98296e-05 3.79002e-05 1.08283e-34 1.92126e-05 9.64317e-35 3.93613e-05 3.48071e-05 1.27749e-35 Variance: 1.1533e-07 Variances/cluster: 7.22565e-08 5.75683e-08 1.02388e-07 0 1.71076e-05 3.59365e-08 0 6.08182e-08 4.38614e-08 6.03455e-08 0 6.35975e-08 6.86694e-32 7.65724e-08 6.09382e-08 0 -------------------------------------------------------------- Initialization seed trial #728 of 1000; initialization seed = 493581953 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 502388 Distortion: 0.0450459 Distortions/cluster: 2.24255e-05 3.48071e-05 2.97647e-05 4.81569e-35 7.69665e-05 1.08283e-34 1.27749e-35 2.31561e-05 2.36116e-05 4.07683e-05 3.00268e-05 2.57254e-05 1.94952e-05 3.35214e-05 4.67043e-05 0.0446389 Variance: 7.62972e-06 Variances/cluster: 3.64008e-08 6.09382e-08 6.11135e-08 2.67973e-31 1.15382e-07 0 0 4.15689e-08 6.96288e-08 4.3739e-08 7.58193e-08 5.38139e-08 6.41085e-08 6.22874e-08 2.74699e-06 0.0422886 -------------------------------------------------------------- Initialization seed trial #729 of 1000; initialization seed = 493581954 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 66 BIC score: 573416 Distortion: 0.00939562 Distortions/cluster: 0.000300791 2.07391e-05 2.48718e-05 1.15002e-05 1.07598e-05 8.53968e-05 0 1.69079e-05 4.96348e-05 1.27749e-35 1.08283e-34 0.00872182 4.13472e-05 1.24207e-05 4.15046e-05 5.79297e-05 Variance: 1.5914e-06 Variances/cluster: 1.87971e-05 4.64853e-08 5.82286e-08 5.47453e-08 5.46008e-08 5.29048e-08 0 7.44613e-08 8.03088e-08 0 0 0.156503 6.15232e-08 5.13087e-08 3.37398e-07 5.21373e-08 -------------------------------------------------------------- Initialization seed trial #730 of 1000; initialization seed = 493581955 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 498499 Distortion: 0.0489401 Distortions/cluster: 4.07957e-05 4.67839e-05 0.0446389 3.27858e-05 1.15575e-05 0.00391362 1.72269e-05 3.67128e-05 2.19505e-05 4.67043e-05 3.57241e-05 3.04905e-05 2.58158e-05 4.81569e-35 2.22198e-05 1.88043e-05 Variance: 8.28931e-06 Variances/cluster: 6.98334e-08 8.44208e-08 0.0422886 3.87047e-08 6.17997e-08 0.00391989 6.3563e-08 5.98708e-08 4.95452e-08 2.74699e-06 2.95206e-07 4.31228e-08 5.63618e-08 2.67973e-31 3.62434e-08 3.86882e-08 -------------------------------------------------------------- Initialization seed trial #731 of 1000; initialization seed = 493581956 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 56 BIC score: 607283 Distortion: 0.00432218 Distortions/cluster: 3.62982e-05 0.00391362 3.01067e-05 4.85673e-05 2.37044e-35 4.81569e-35 9.64317e-35 2.51325e-05 3.00268e-05 4.04474e-05 3.62143e-05 4.67043e-05 3.71755e-05 0 4.75489e-05 3.03365e-05 Variance: 7.32077e-07 Variances/cluster: 5.97798e-08 0.00391989 4.15216e-08 4.88562e-08 0 2.67973e-31 6.86694e-32 5.12861e-08 7.58193e-08 6.93558e-08 2.96805e-07 2.74699e-06 4.08486e-08 0 8.47307e-08 6.09117e-08 -------------------------------------------------------------- Initialization seed trial #732 of 1000; initialization seed = 493581957 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 69 BIC score: 574010 Distortion: 0.00914384 Distortions/cluster: 1.08283e-34 0.00872182 2.86463e-05 1.92403e-05 3.78274e-05 2.2302e-05 2.35247e-05 6.6306e-05 4.81569e-35 3.11248e-05 3.33853e-05 8.33627e-05 2.95988e-05 4.67043e-05 1.27749e-35 0 Variance: 1.54875e-06 Variances/cluster: 0 0.156503 7.5181e-08 3.98312e-08 3.00181e-07 3.63182e-08 4.86004e-08 7.43933e-08 2.67973e-31 4.31652e-08 3.89981e-08 9.73555e-08 6.24396e-08 2.74699e-06 0 0 -------------------------------------------------------------- Initialization seed trial #733 of 1000; initialization seed = 493581958 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 534519 Distortion: 0.0220926 Distortions/cluster: 1.01684e-05 0 1.27749e-35 0.0214253 2.14293e-05 0.000307974 3.89802e-05 1.08283e-34 0.000117982 2.33903e-05 7.65355e-05 1.32317e-05 2.44781e-05 2.37044e-35 1.60013e-05 1.71911e-05 Variance: 3.74198e-06 Variances/cluster: 6.16212e-08 0 0 3.17778e-05 3.5652e-08 1.71076e-05 4.28787e-08 0 1.10126e-07 6.28714e-08 1.17918e-07 4.60997e-08 4.45013e-08 0 4.19947e-08 7.57261e-08 -------------------------------------------------------------- Initialization seed trial #734 of 1000; initialization seed = 493581959 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 501714 Distortion: 0.0453085 Distortions/cluster: 2.28723e-05 7.0991e-05 1.41052e-05 2.26596e-05 2.0383e-05 1.27749e-35 1.5469e-05 1.08283e-34 2.27382e-05 4.67839e-05 1.22168e-05 0.0446389 3.73047e-05 4.07957e-05 3.53145e-05 0.000307974 Variance: 7.67421e-06 Variances/cluster: 7.26049e-08 1.26083e-07 5.01913e-08 4.89368e-08 5.21256e-08 0 3.12469e-08 0 3.96098e-08 8.44208e-08 6.20088e-08 0.0422886 6.0737e-08 6.98334e-08 4.13967e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #735 of 1000; initialization seed = 493581960 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 557585 Distortion: 0.01303 Distortions/cluster: 0 3.33853e-05 1.92403e-05 3.11248e-05 2.95988e-05 4.67043e-05 3.67128e-05 0.00391362 4.81569e-35 0.00872182 2.35247e-05 2.2302e-05 2.86463e-05 4.67839e-05 3.57241e-05 4.07957e-05 Variance: 2.20698e-06 Variances/cluster: 0 3.89981e-08 3.98312e-08 4.31652e-08 6.24396e-08 2.74699e-06 5.98708e-08 0.00391989 2.67973e-31 0.156503 4.86004e-08 3.63182e-08 7.5181e-08 8.44208e-08 2.95206e-07 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #736 of 1000; initialization seed = 493581961 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 572065 Distortion: 0.0094053 Distortions/cluster: 3.61391e-05 2.52479e-05 4.04148e-05 0 4.90368e-05 7.80032e-05 4.0274e-05 1.08283e-34 1.14268e-05 1.71879e-05 2.24803e-05 0.000294207 1.27749e-35 4.67043e-05 2.23593e-05 0.00872182 Variance: 1.59304e-06 Variances/cluster: 6.1129e-08 5.41752e-08 4.35936e-08 0 8.51064e-08 1.14029e-07 6.8705e-08 0 6.14291e-08 6.18223e-08 3.64306e-08 6.80978e-07 0 2.74699e-06 4.11734e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #737 of 1000; initialization seed = 493581962 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 604109 Distortion: 0.00460401 Distortions/cluster: 2.52487e-05 2.73297e-05 0 4.67839e-05 2.29829e-05 4.07957e-05 7.80233e-05 0.000297764 0.00391362 9.64317e-35 2.37044e-35 4.67043e-05 0 3.87426e-05 2.87034e-05 3.73047e-05 Variance: 7.79811e-07 Variances/cluster: 4.22886e-08 5.31659e-08 0 8.44208e-08 3.68864e-08 6.98334e-08 1.24428e-07 6.55815e-07 0.00391989 6.86694e-32 0 2.74699e-06 0 4.12998e-08 7.51338e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #738 of 1000; initialization seed = 493581963 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 497746 Distortion: 0.0492069 Distortions/cluster: 2.24255e-05 3.00268e-05 0.00391362 0.0446389 1.76862e-05 1.14907e-05 1.06737e-05 2.97647e-05 1.82503e-05 2.41432e-05 1.57421e-05 2.57254e-05 2.31561e-05 0.000307974 7.65225e-05 4.07683e-05 Variance: 8.3345e-06 Variances/cluster: 3.64008e-08 7.58193e-08 0.00391989 0.0422886 6.35996e-08 5.49617e-08 4.89464e-08 6.11135e-08 6.78235e-08 6.2689e-08 4.01454e-08 5.38139e-08 4.15689e-08 1.71076e-05 1.14888e-07 4.3739e-08 -------------------------------------------------------------- Initialization seed trial #739 of 1000; initialization seed = 493581964 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 604079 Distortion: 0.0045995 Distortions/cluster: 0.00391362 9.7061e-05 2.6026e-05 3.80351e-05 2.37044e-35 0.000299528 1.27517e-05 2.87715e-05 2.94601e-05 0 2.3905e-05 9.64317e-35 1.21482e-05 2.85345e-05 4.29557e-05 4.67043e-05 Variance: 7.79049e-07 Variances/cluster: 0.00391989 9.98481e-08 5.70561e-08 4.64357e-08 0 6.17534e-07 5.22441e-08 7.51155e-08 5.92563e-08 0 7.09127e-08 6.86694e-32 5.59643e-08 5.57265e-08 4.4556e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #740 of 1000; initialization seed = 493581965 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 17 BIC score: 501836 Distortion: 0.0452939 Distortions/cluster: 2.91374e-05 2.18087e-05 1.08283e-34 2.43144e-05 0.0446389 4.07957e-05 3.67128e-05 2.57567e-05 1.27749e-35 4.67839e-05 1.233e-05 4.67043e-05 2.33283e-05 2.19111e-05 0.000300632 2.48095e-05 Variance: 7.67174e-06 Variances/cluster: 3.71145e-08 3.59837e-08 0 7.2144e-08 0.0422886 6.98334e-08 5.98708e-08 5.37667e-08 0 8.44208e-08 6.22676e-08 2.74699e-06 4.28005e-08 3.94049e-08 2.56921e-06 4.85467e-08 -------------------------------------------------------------- Initialization seed trial #741 of 1000; initialization seed = 493581966 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 572027 Distortion: 0.00942584 Distortions/cluster: 6.81933e-05 1.66929e-05 0.00872182 2.27813e-05 1.88149e-05 1.17365e-05 4.67043e-05 0.000292592 1.08283e-34 8.366e-05 2.17868e-05 7.47064e-05 0 2.52817e-05 2.10702e-05 1.27749e-35 Variance: 1.59652e-06 Variances/cluster: 7.6254e-08 6.34663e-08 0.156503 4.24986e-08 3.87902e-08 6.14425e-08 2.74699e-06 7.18839e-07 0 9.74749e-08 4.0492e-08 1.16173e-07 0 5.27754e-08 3.55874e-08 0 -------------------------------------------------------------- Initialization seed trial #742 of 1000; initialization seed = 493581967 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 69 BIC score: 501488 Distortion: 0.0453001 Distortions/cluster: 3.28638e-05 2.07253e-05 2.94324e-05 2.447e-05 7.55335e-05 2.061e-05 0.000307974 0.0446389 1.9604e-05 2.56419e-05 1.27749e-35 2.04549e-05 2.86463e-05 2.0731e-05 1.08283e-34 3.44908e-05 Variance: 7.67278e-06 Variances/cluster: 6.08393e-08 3.99292e-08 6.24842e-08 7.1948e-08 1.12726e-07 4.04081e-08 1.71076e-05 0.0422886 6.40449e-08 5.26481e-08 0 4.02621e-08 7.5181e-08 3.5373e-08 0 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #743 of 1000; initialization seed = 493581968 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 501847 Distortion: 0.0452862 Distortions/cluster: 1.08283e-34 0.0446389 3.29131e-05 4.67043e-05 0.000300151 1.94952e-05 2.36116e-05 3.34558e-05 2.95988e-05 1.92508e-05 2.86463e-05 3.35214e-05 3.36824e-05 1.27749e-35 2.35709e-05 2.26318e-05 Variance: 7.67042e-06 Variances/cluster: 0 0.0422886 4.55821e-08 2.74699e-06 2.58722e-06 6.41085e-08 6.96288e-08 3.90348e-08 6.24396e-08 3.97706e-08 7.5181e-08 6.22874e-08 5.91764e-08 0 4.87967e-08 3.66168e-08 -------------------------------------------------------------- Initialization seed trial #744 of 1000; initialization seed = 493581969 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 501768 Distortion: 0.0453 Distortions/cluster: 0.0446389 2.94601e-05 2.6026e-05 1.2517e-05 3.79187e-05 1.27749e-35 2.97647e-05 7.46965e-05 2.59244e-05 2.54016e-05 0.000307974 2.4081e-05 3.00268e-05 1.22066e-05 2.51166e-05 1.08283e-34 Variance: 7.67277e-06 Variances/cluster: 0.0422886 5.92563e-08 5.70561e-08 5.21375e-08 4.08571e-08 0 6.11135e-08 1.19504e-07 5.3892e-08 4.08997e-08 1.71076e-05 7.10133e-08 7.58193e-08 5.57199e-08 4.22088e-08 0 -------------------------------------------------------------- Initialization seed trial #745 of 1000; initialization seed = 493581970 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 572076 Distortion: 0.0094053 Distortions/cluster: 2.19517e-05 4.07957e-05 1.27749e-35 3.73047e-05 0.000293803 2.49934e-05 1.16404e-05 2.28553e-05 7.89562e-05 1.08283e-34 0.00872182 4.67043e-05 4.07912e-05 4.67839e-05 0 1.69003e-05 Variance: 1.59304e-06 Variances/cluster: 4.09507e-08 6.98334e-08 0 6.0737e-08 6.8162e-07 5.35143e-08 6.15842e-08 3.67998e-08 1.14088e-07 0 0.156503 2.74699e-06 4.38106e-08 8.44208e-08 0 6.32921e-08 -------------------------------------------------------------- Initialization seed trial #746 of 1000; initialization seed = 493581971 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 573766 Distortion: 0.00914145 Distortions/cluster: 2.36116e-05 2.18754e-05 1.08283e-34 8.55643e-05 1.96059e-05 3.34105e-05 3.45921e-05 3.48071e-05 4.67043e-05 3.94387e-05 4.02578e-05 0 1.27749e-35 4.81569e-35 0.00872182 3.97623e-05 Variance: 1.54835e-06 Variances/cluster: 6.96288e-08 3.60343e-08 0 1.02586e-07 6.42612e-08 6.21969e-08 5.46425e-08 6.09382e-08 2.74699e-06 6.26952e-08 7.68217e-08 0 0 2.67973e-31 0.156503 4.38355e-08 -------------------------------------------------------------- Initialization seed trial #747 of 1000; initialization seed = 493581972 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 572078 Distortion: 0.0094053 Distortions/cluster: 2.28553e-05 3.73047e-05 1.13353e-05 4.07957e-05 1.27749e-35 4.67043e-05 2.19517e-05 1.66809e-05 0.00872182 1.08283e-34 4.07912e-05 2.50233e-05 0 7.89562e-05 4.67839e-05 0.000294302 Variance: 1.59304e-06 Variances/cluster: 3.67998e-08 6.0737e-08 6.12668e-08 6.98334e-08 0 2.74699e-06 4.09507e-08 6.20061e-08 0.156503 0 4.38106e-08 5.34637e-08 0 1.14088e-07 8.44208e-08 6.81199e-07 -------------------------------------------------------------- Initialization seed trial #748 of 1000; initialization seed = 493581973 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 507881 Distortion: 0.0399677 Distortions/cluster: 2.0086e-05 1.13353e-05 4.67043e-05 6.80765e-05 2.11438e-05 8.37767e-05 2.21616e-05 1.89417e-05 0.0356196 7.60057e-05 4.81569e-35 2.37044e-35 2.3774e-05 1.70273e-05 2.5529e-05 0.00391362 Variance: 6.7696e-06 Variances/cluster: 3.47468e-08 6.12668e-08 2.74699e-06 7.62086e-08 4.00413e-08 9.74973e-08 4.12657e-08 3.92947e-08 0.035575 1.155e-07 2.67973e-31 0 5.34198e-08 6.37677e-08 5.63508e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #749 of 1000; initialization seed = 493581974 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 70 BIC score: 556292 Distortion: 0.0132852 Distortions/cluster: 0.00391362 0 3.33687e-05 1.97726e-05 2.86012e-05 2.43786e-05 1.98062e-05 0.000297331 4.35604e-05 0.00872182 3.32995e-05 3.27527e-05 2.48215e-05 2.2366e-05 3.14729e-05 3.82031e-05 Variance: 2.2502e-06 Variances/cluster: 0.00391989 0 5.91449e-08 4.03484e-08 7.50627e-08 7.18907e-08 6.42853e-08 6.66606e-07 2.7222e-06 0.156503 3.8989e-08 6.07463e-08 4.93425e-08 3.63634e-08 4.33474e-08 3.15692e-07 -------------------------------------------------------------- Initialization seed trial #750 of 1000; initialization seed = 493581975 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 573650 Distortion: 0.00914282 Distortions/cluster: 4.67043e-05 7.8852e-05 2.29193e-05 2.14045e-05 0.00872182 4.67839e-05 2.61719e-05 2.96461e-05 1.27749e-35 3.73047e-05 4.81569e-35 2.86463e-05 4.17764e-05 4.07957e-05 0 1.08283e-34 Variance: 1.54858e-06 Variances/cluster: 2.74699e-06 1.11995e-07 3.68435e-08 4.07665e-08 0.156503 8.44208e-08 5.31902e-08 6.24078e-08 0 6.0737e-08 2.67973e-31 7.5181e-08 4.46767e-08 6.98334e-08 0 0 -------------------------------------------------------------- Initialization seed trial #751 of 1000; initialization seed = 493581976 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 67 BIC score: 507506 Distortion: 0.0399471 Distortions/cluster: 2.57455e-05 2.0808e-05 3.99696e-05 2.20807e-05 7.42584e-05 2.86463e-05 0.0356196 0.00391362 4.90368e-05 1.90162e-05 4.81569e-35 2.37044e-35 4.67043e-05 3.58899e-05 2.23244e-05 2.94324e-05 Variance: 6.76611e-06 Variances/cluster: 5.26445e-08 3.53837e-08 6.86544e-08 4.13459e-08 1.16565e-07 7.5181e-08 0.035575 0.00391989 8.51064e-08 3.93675e-08 2.67973e-31 0 2.74699e-06 6.04009e-08 4.0586e-08 6.24842e-08 -------------------------------------------------------------- Initialization seed trial #752 of 1000; initialization seed = 493581977 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 18 BIC score: 557471 Distortion: 0.0130494 Distortions/cluster: 0.00872182 3.61391e-05 4.81569e-35 2.29596e-05 2.44385e-05 2.17357e-05 0.00391362 0 7.64577e-05 4.67043e-05 1.19199e-05 4.0274e-05 2.3223e-05 3.93416e-05 4.90368e-05 2.16952e-05 Variance: 2.21026e-06 Variances/cluster: 0.156503 6.1129e-08 2.67973e-31 5.81202e-08 7.25122e-08 3.58634e-08 0.00391989 0 1.16541e-07 2.74699e-06 6.14374e-08 6.8705e-08 4.78785e-08 4.30867e-08 8.51064e-08 3.97309e-08 -------------------------------------------------------------- Initialization seed trial #753 of 1000; initialization seed = 493581978 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 501787 Distortion: 0.0453 Distortions/cluster: 2.61316e-05 2.97415e-05 2.6026e-05 1.27517e-05 1.27749e-35 4.09224e-05 1.19718e-05 1.08283e-34 0.0446389 2.86463e-05 2.19964e-05 7.84947e-05 2.94601e-05 0.000307974 2.4081e-05 2.29193e-05 Variance: 7.67277e-06 Variances/cluster: 5.32163e-08 6.2346e-08 5.70561e-08 5.22441e-08 0 4.38573e-08 5.56649e-08 0 0.0422886 7.5181e-08 4.09577e-08 1.13421e-07 5.92563e-08 1.71076e-05 7.10133e-08 3.68435e-08 -------------------------------------------------------------- Initialization seed trial #754 of 1000; initialization seed = 493581979 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 572154 Distortion: 0.00938574 Distortions/cluster: 3.99696e-05 1.27749e-35 1.9463e-05 3.57241e-05 3.3407e-05 3.07205e-05 0 4.67043e-05 2.45786e-05 0.000297516 2.87715e-05 4.90368e-05 3.53035e-05 1.08283e-34 2.27283e-05 0.00872182 Variance: 1.58973e-06 Variances/cluster: 6.86544e-08 0 3.96358e-08 2.95206e-07 3.90235e-08 4.3143e-08 0 2.74699e-06 4.87627e-08 6.62565e-07 7.51155e-08 8.51064e-08 5.95142e-08 0 3.67135e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #755 of 1000; initialization seed = 493581980 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 57 BIC score: 572052 Distortion: 0.00941763 Distortions/cluster: 7.41654e-05 1.17609e-05 8.366e-05 0 1.9105e-05 2.03505e-05 2.26251e-05 1.27749e-35 1.08283e-34 2.57572e-05 0.00872182 0.000307974 2.18481e-05 1.69265e-05 2.34456e-05 6.81933e-05 Variance: 1.59513e-06 Variances/cluster: 1.18844e-07 6.18941e-08 9.74749e-08 0 3.94697e-08 3.49025e-08 4.05429e-08 0 0 5.63567e-08 0.156503 1.71076e-05 4.12192e-08 6.33903e-08 5.32807e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #756 of 1000; initialization seed = 493581981 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 557839 Distortion: 0.0130505 Distortions/cluster: 4.67043e-05 3.15345e-05 2.97714e-05 2.0049e-05 0.00872182 3.78274e-05 8.366e-05 1.22168e-05 2.14989e-05 6.60089e-05 0 2.41418e-05 1.85474e-05 0.00391362 2.31055e-05 4.81569e-35 Variance: 2.21045e-06 Variances/cluster: 2.74699e-06 3.78987e-08 4.28328e-08 5.19357e-08 0.156503 3.00181e-07 9.74749e-08 6.20088e-08 3.57083e-08 7.42266e-08 0 7.22754e-08 3.83175e-08 0.00391989 4.79327e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #757 of 1000; initialization seed = 493581982 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 502531 Distortion: 0.0450333 Distortions/cluster: 2.5213e-05 3.32602e-05 0.0446389 4.35604e-05 1.91975e-05 4.81569e-35 2.86463e-05 1.27749e-35 3.53674e-05 4.88691e-05 2.95988e-05 2.23668e-05 4.00733e-05 3.14248e-05 3.68069e-05 1.08283e-34 Variance: 7.62759e-06 Variances/cluster: 5.17675e-08 3.88975e-08 0.0422886 2.7222e-06 3.9825e-08 2.67973e-31 7.5181e-08 0 5.95215e-08 8.51109e-08 6.24396e-08 3.63646e-08 6.87144e-08 4.34007e-08 3.14553e-07 0 -------------------------------------------------------------- Initialization seed trial #758 of 1000; initialization seed = 493581983 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 501786 Distortion: 0.0453086 Distortions/cluster: 2.22466e-05 0.0446389 4.20705e-05 1.08283e-34 1.27749e-35 1.92731e-05 2.96641e-05 2.7094e-05 2.86012e-05 4.67043e-05 2.29791e-05 2.17412e-05 1.06222e-05 7.82999e-05 2.33408e-05 0.000297016 Variance: 7.67422e-06 Variances/cluster: 4.88778e-08 0.0422886 4.48473e-08 0 0 6.44378e-08 6.07671e-08 5.30168e-08 7.50627e-08 2.74699e-06 3.68804e-08 4.10172e-08 5.47363e-08 1.1137e-07 7.38402e-08 6.64411e-07 -------------------------------------------------------------- Initialization seed trial #759 of 1000; initialization seed = 493581984 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 498244 Distortion: 0.0492083 Distortions/cluster: 1.56383e-05 1.54068e-05 0.00391362 3.56628e-05 1.32174e-05 1.69243e-05 5.68468e-05 1.54573e-05 2.93392e-05 0.000300791 2.23221e-05 2.14343e-05 8.03927e-05 1.13353e-05 2.09544e-05 0.0446389 Variance: 8.33473e-06 Variances/cluster: 3.82317e-08 5.90253e-08 0.00391989 3.36402e-07 2.20239e-07 3.7275e-08 6.54704e-08 3.55309e-08 3.75149e-08 1.87971e-05 5.16674e-08 3.57197e-08 9.47727e-08 6.12668e-08 4.70843e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #760 of 1000; initialization seed = 493581985 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 572300 Distortion: 0.00940771 Distortions/cluster: 4.67043e-05 2.88994e-05 2.60077e-05 1.26865e-05 1.08283e-34 2.87715e-05 9.7125e-05 0.000299669 4.2689e-05 1.22718e-05 1.27749e-35 2.40187e-05 2.93059e-05 0 0.00872182 3.77383e-05 Variance: 1.59345e-06 Variances/cluster: 2.74699e-06 5.60016e-08 5.7016e-08 5.2191e-08 0 7.51155e-08 9.98112e-08 6.14026e-07 4.44638e-08 5.57632e-08 0 7.1039e-08 5.93042e-08 0 0.156503 4.62995e-08 -------------------------------------------------------------- Initialization seed trial #761 of 1000; initialization seed = 493581986 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 65 BIC score: 501564 Distortion: 0.0453151 Distortions/cluster: 2.34116e-05 4.67043e-05 4.07957e-05 4.67839e-05 0.0446389 1.96737e-05 1.84108e-05 1.27749e-35 1.99633e-05 0.000285349 1.08283e-34 2.1273e-05 3.73047e-05 7.19412e-05 2.02241e-05 2.43043e-05 Variance: 7.67531e-06 Variances/cluster: 5.52111e-08 2.74699e-06 6.98334e-08 8.44208e-08 0.0422886 3.84218e-08 6.71873e-08 0 4.04898e-08 1.3333e-06 0 4.65454e-08 6.0737e-08 1.23812e-07 3.47453e-08 4.07752e-08 -------------------------------------------------------------- Initialization seed trial #762 of 1000; initialization seed = 493581987 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 67 BIC score: 502522 Distortion: 0.0450335 Distortions/cluster: 3.67128e-05 2.2302e-05 4.67043e-05 3.11248e-05 2.35247e-05 4.67839e-05 4.81569e-35 2.95988e-05 3.57241e-05 3.33853e-05 4.07957e-05 2.86463e-05 1.08283e-34 1.27749e-35 1.92403e-05 0.0446389 Variance: 7.62762e-06 Variances/cluster: 5.98708e-08 3.63182e-08 2.74699e-06 4.31652e-08 4.86004e-08 8.44208e-08 2.67973e-31 6.24396e-08 2.95206e-07 3.89981e-08 6.98334e-08 7.5181e-08 0 0 3.98312e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #763 of 1000; initialization seed = 493581988 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 688476 Distortion: 0.000693019 Distortions/cluster: 2.85345e-05 3.27527e-05 3.80351e-05 1.08283e-34 1.27749e-35 9.64317e-35 9.7061e-05 2.43786e-05 2.87715e-05 0.000299528 4.29557e-05 4.67043e-05 1.98062e-05 2.37044e-35 3.44908e-05 0 Variance: 1.17381e-07 Variances/cluster: 5.57265e-08 6.07463e-08 4.64357e-08 0 0 6.86694e-32 9.98481e-08 7.18907e-08 7.51155e-08 6.17534e-07 4.4556e-08 2.74699e-06 6.42853e-08 0 6.09179e-08 0 -------------------------------------------------------------- Initialization seed trial #764 of 1000; initialization seed = 493581989 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 512192 Distortion: 0.0362949 Distortions/cluster: 1.6679e-05 2.30234e-05 2.03686e-05 1.60884e-05 1.27749e-35 0.000300791 2.83461e-05 4.17482e-05 1.83142e-05 2.92075e-05 2.98108e-05 2.37044e-35 0.0356196 6.73163e-05 8.366e-05 1.08283e-34 Variance: 6.14751e-06 Variances/cluster: 3.43866e-08 4.95083e-08 3.48737e-08 3.52012e-08 0 1.87971e-05 4.19284e-08 3.39376e-07 3.83908e-08 6.12266e-08 7.58485e-08 0 0.035575 7.54422e-08 9.74749e-08 0 -------------------------------------------------------------- Initialization seed trial #765 of 1000; initialization seed = 493581990 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 502666 Distortion: 0.0450748 Distortions/cluster: 7.42759e-05 4.67043e-05 2.1036e-05 1.1689e-05 0.0446389 1.08283e-34 2.31706e-05 8.37767e-05 4.81569e-35 1.27749e-35 6.80765e-05 1.59097e-05 3.26902e-05 1.86746e-05 2.50664e-05 1.48026e-05 Variance: 7.63462e-06 Variances/cluster: 1.32151e-07 2.74699e-06 5.00811e-08 6.18413e-08 0.0422886 0 4.01532e-08 9.74973e-08 2.67973e-31 0 7.62086e-08 3.16259e-08 3.82756e-08 6.59831e-08 5.46062e-08 5.17521e-08 -------------------------------------------------------------- Initialization seed trial #766 of 1000; initialization seed = 493581991 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 556584 Distortion: 0.0132817 Distortions/cluster: 2.31325e-05 3.00347e-05 4.8316e-05 2.11957e-05 2.11141e-05 3.70588e-05 0.000300791 2.23091e-05 0.00391362 2.69111e-05 0 3.01346e-05 1.44798e-05 3.09064e-05 0.00872182 3.99122e-05 Variance: 2.24962e-06 Variances/cluster: 5.91436e-08 4.14796e-08 4.87998e-08 7.11044e-08 5.06169e-08 4.08101e-08 1.87971e-05 5.66035e-08 0.00391989 5.48037e-08 0 7.5709e-08 5.81331e-08 6.08344e-08 0.156503 3.382e-07 -------------------------------------------------------------- Initialization seed trial #767 of 1000; initialization seed = 493581992 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 76 BIC score: 497503 Distortion: 0.0491931 Distortions/cluster: 2.81717e-05 1.91222e-05 3.93166e-05 0.0446389 3.99696e-05 3.53035e-05 1.52377e-05 0.000300791 2.5191e-05 4.90368e-05 1.49543e-05 0.00391362 2.8353e-05 1.40803e-05 1.4099e-05 1.69214e-05 Variance: 8.33216e-06 Variances/cluster: 6.33022e-08 3.40213e-08 3.38897e-07 0.0422886 6.86544e-08 5.95142e-08 3.63633e-08 1.87971e-05 5.13009e-08 8.51064e-08 3.59448e-08 0.00391989 7.48041e-08 3.45075e-08 3.72955e-08 3.25382e-08 -------------------------------------------------------------- Initialization seed trial #768 of 1000; initialization seed = 493581993 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 502805 Distortion: 0.0450751 Distortions/cluster: 2.1505e-05 1.60013e-05 0.0446389 7.49245e-05 4.67043e-05 1.08283e-34 1.73993e-05 1.32976e-05 6.80765e-05 2.31852e-05 4.81569e-35 8.37767e-05 2.2961e-05 1.27749e-35 3.8862e-05 9.46586e-06 Variance: 7.63467e-06 Variances/cluster: 3.57185e-08 4.19947e-08 0.0422886 1.2103e-07 2.74699e-06 0 7.56434e-08 4.61683e-08 7.62086e-08 4.04591e-08 2.67973e-31 9.74973e-08 6.17175e-08 0 4.27958e-08 5.91566e-08 -------------------------------------------------------------- Initialization seed trial #769 of 1000; initialization seed = 493581994 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 76 BIC score: 607187 Distortion: 0.00434147 Distortions/cluster: 4.62472e-05 1.44798e-05 2.31325e-05 2.48952e-05 0.00391362 2.37044e-35 4.67043e-05 2.11957e-05 0 9.64317e-35 9.32357e-05 5.11104e-05 4.81569e-35 2.06002e-05 4.31422e-05 4.31034e-05 Variance: 7.35344e-07 Variances/cluster: 4.50273e-08 5.81331e-08 5.91436e-08 6.38127e-08 0.00391989 0 2.74699e-06 7.11044e-08 0 6.86694e-32 1.01334e-07 5.27943e-08 2.67973e-31 4.84553e-08 6.53614e-08 7.72401e-08 -------------------------------------------------------------- Initialization seed trial #770 of 1000; initialization seed = 493581995 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 572201 Distortion: 0.00937625 Distortions/cluster: 4.90368e-05 4.08979e-05 2.95988e-05 2.86463e-05 2.39886e-05 0 1.93494e-05 3.32645e-05 0.000300791 1.08283e-34 0.00872182 1.27749e-35 2.27283e-05 3.53035e-05 3.08525e-05 3.99696e-05 Variance: 1.58812e-06 Variances/cluster: 8.51064e-08 3.37961e-07 6.24396e-08 7.5181e-08 4.94565e-08 0 3.95656e-08 3.8948e-08 1.87971e-05 0 0.156503 0 3.67135e-08 5.95142e-08 4.32676e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #771 of 1000; initialization seed = 493581996 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 572317 Distortion: 0.00941925 Distortions/cluster: 1.08283e-34 2.1505e-05 1.60013e-05 3.8862e-05 0.000307974 9.73979e-06 2.2961e-05 0 2.31852e-05 1.27749e-35 1.32317e-05 7.49245e-05 6.80765e-05 0.00872182 8.37767e-05 1.71911e-05 Variance: 1.5954e-06 Variances/cluster: 0 3.57185e-08 4.19947e-08 4.27958e-08 1.71076e-05 5.93839e-08 6.17175e-08 0 4.04591e-08 0 4.60997e-08 1.2103e-07 7.62086e-08 0.156503 9.74973e-08 7.57261e-08 -------------------------------------------------------------- Initialization seed trial #772 of 1000; initialization seed = 493581997 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 572121 Distortion: 0.00939451 Distortions/cluster: 4.00952e-05 1.44798e-05 4.49105e-05 4.07355e-05 2.32985e-05 0.000307974 8.15862e-05 0 3.0407e-05 2.06002e-05 1.08283e-34 0.00872182 1.27749e-35 2.31325e-05 2.11957e-05 2.42703e-05 Variance: 1.59121e-06 Variances/cluster: 6.11155e-08 5.81331e-08 7.96223e-08 4.41778e-08 3.72734e-08 1.71076e-05 1.04992e-07 0 5.16198e-08 4.84553e-08 0 0.156503 0 5.91436e-08 7.11044e-08 6.23709e-08 -------------------------------------------------------------- Initialization seed trial #773 of 1000; initialization seed = 493581998 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 557429 Distortion: 0.0130424 Distortions/cluster: 2.86463e-05 2.97415e-05 2.61316e-05 3.80902e-05 0 3.44908e-05 4.67043e-05 2.19964e-05 7.84034e-05 0.00391362 1.96059e-05 0.00872182 3.33158e-05 2.58452e-05 2.40209e-05 4.81569e-35 Variance: 2.20908e-06 Variances/cluster: 7.5181e-08 6.2346e-08 5.32163e-08 4.09536e-08 0 6.09179e-08 2.74699e-06 4.09577e-08 1.13453e-07 0.00391989 6.42612e-08 0.156503 6.16762e-08 4.12815e-08 7.04205e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #774 of 1000; initialization seed = 493581999 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 557891 Distortion: 0.0130505 Distortions/cluster: 4.81569e-35 1.8689e-05 0 3.27813e-05 0.00872182 1.70273e-05 0.00391362 2.22447e-05 8.33627e-05 2.22345e-05 1.13353e-05 2.58959e-05 3.78274e-05 6.6306e-05 4.67043e-05 3.06463e-05 Variance: 2.21045e-06 Variances/cluster: 2.67973e-31 3.87701e-08 0 3.86538e-08 0.156503 6.37677e-08 0.00391989 4.976e-08 9.73555e-08 3.62674e-08 6.12668e-08 5.64133e-08 3.00181e-07 7.43933e-08 2.74699e-06 4.30994e-08 -------------------------------------------------------------- Initialization seed trial #775 of 1000; initialization seed = 493582000 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 556152 Distortion: 0.0132955 Distortions/cluster: 2.11739e-05 0 0.00391362 2.97415e-05 2.39416e-05 2.61316e-05 1.55206e-05 0.000307974 2.19964e-05 4.09224e-05 2.86463e-05 2.29193e-05 1.90592e-05 2.40201e-05 0.00872182 7.80506e-05 Variance: 2.25195e-06 Variances/cluster: 7.05577e-08 0 0.00391989 6.2346e-08 6.26536e-08 5.32163e-08 5.96754e-08 1.71076e-05 4.09577e-08 4.38573e-08 7.5181e-08 3.68435e-08 4.62452e-08 6.03328e-08 0.156503 1.12943e-07 -------------------------------------------------------------- Initialization seed trial #776 of 1000; initialization seed = 493582001 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 526561 Distortion: 0.0259859 Distortions/cluster: 1.43478e-05 0.0002968 1.9116e-05 0.000117982 0.0214229 4.67043e-05 1.53781e-05 0.00391362 3.97346e-05 1.42433e-05 2.37044e-35 2.90085e-05 1.55956e-05 1.69396e-05 0 2.35995e-05 Variance: 4.40141e-06 Variances/cluster: 3.16004e-08 6.80678e-07 3.40103e-08 1.10126e-07 3.20117e-05 2.74699e-06 3.60957e-08 0.00391989 3.05611e-07 3.40719e-08 0 7.59323e-08 3.58487e-08 4.13119e-08 0 4.78649e-08 -------------------------------------------------------------- Initialization seed trial #777 of 1000; initialization seed = 493582002 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 497443 Distortion: 0.0492151 Distortions/cluster: 2.1764e-05 1.89633e-05 1.08941e-05 2.96641e-05 2.23127e-05 2.65995e-05 4.67043e-05 0.00029686 2.30833e-05 7.50298e-05 2.87034e-05 2.09673e-05 1.91944e-05 2.17999e-05 0.0446389 0.00391362 Variance: 8.33589e-06 Variances/cluster: 4.06006e-08 3.89355e-08 5.52826e-08 6.07671e-08 4.89156e-08 5.26676e-08 2.74699e-06 6.67048e-07 7.37255e-08 1.13499e-07 7.51338e-08 3.55337e-08 6.439e-08 4.14411e-08 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #778 of 1000; initialization seed = 493582003 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 78 BIC score: 501600 Distortion: 0.0453162 Distortions/cluster: 4.67839e-05 4.07957e-05 2.10092e-05 1.27749e-35 2.69134e-05 0.000278889 0.0446389 1.08283e-34 1.80462e-05 3.73047e-05 2.19525e-05 1.92037e-05 4.67043e-05 2.25245e-05 7.61252e-05 2.10375e-05 Variance: 7.67551e-06 Variances/cluster: 8.44208e-08 6.98334e-08 4.01667e-08 0 5.24581e-08 1.08508e-06 0.0422886 0 7.71148e-08 6.0737e-08 4.1183e-08 3.95102e-08 2.74699e-06 6.95144e-08 1.13271e-07 3.55923e-08 -------------------------------------------------------------- Initialization seed trial #779 of 1000; initialization seed = 493582004 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 572613 Distortion: 0.00940522 Distortions/cluster: 2.42703e-05 1.27749e-35 4.27181e-05 8.88842e-06 1.40593e-05 4.31034e-05 9.36835e-05 1.36293e-05 0.000307974 4.64237e-05 5.11104e-05 0 0.00872182 1.83204e-05 1.92238e-05 1.08283e-34 Variance: 1.59303e-06 Variances/cluster: 6.23709e-08 0 6.48171e-08 5.10664e-08 7.59731e-08 7.72401e-08 1.02043e-07 5.72477e-08 1.71076e-05 4.50675e-08 5.27943e-08 0 0.156503 4.37099e-08 5.53821e-08 0 -------------------------------------------------------------- Initialization seed trial #780 of 1000; initialization seed = 493582005 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 497744 Distortion: 0.0491849 Distortions/cluster: 2.4701e-05 0.000300791 2.11511e-05 2.31671e-05 2.00026e-05 0.00391362 2.97647e-05 4.00975e-05 2.34335e-05 3.00268e-05 1.88941e-05 3.26194e-05 1.44798e-05 2.22383e-05 3.09775e-05 0.0446389 Variance: 8.33077e-06 Variances/cluster: 5.19973e-08 1.87971e-05 7.11937e-08 5.87803e-08 4.79523e-08 0.00391989 6.11135e-08 3.36915e-07 5.97603e-08 7.58193e-08 3.89531e-08 3.85539e-08 5.81331e-08 3.62146e-08 4.3382e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #781 of 1000; initialization seed = 493582006 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 571959 Distortion: 0.00940739 Distortions/cluster: 3.53841e-05 2.87715e-05 4.67043e-05 2.76938e-05 0.000298991 1.27749e-35 2.4864e-05 3.42626e-05 1.08283e-34 2.2955e-05 1.92126e-05 0 9.31791e-05 2.10071e-05 0.00872182 3.25482e-05 Variance: 1.59339e-06 Variances/cluster: 4.51853e-08 7.51155e-08 2.74699e-06 5.48343e-08 6.29402e-07 0 7.22565e-08 6.009e-08 0 4.26635e-08 6.35975e-08 0 1.00834e-07 3.98581e-08 0.156503 6.08182e-08 -------------------------------------------------------------- Initialization seed trial #782 of 1000; initialization seed = 493582007 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 572200 Distortion: 0.00937621 Distortions/cluster: 3.07843e-05 3.28473e-05 1.91109e-05 1.08283e-34 2.97647e-05 2.52401e-05 3.00268e-05 4.07957e-05 0 4.67839e-05 0.00872182 3.93166e-05 3.67128e-05 1.27749e-35 0.000300791 2.22203e-05 Variance: 1.58811e-06 Variances/cluster: 4.33543e-08 3.87316e-08 3.90779e-08 0 6.11135e-08 5.29095e-08 7.58193e-08 6.98334e-08 0 8.44208e-08 0.156503 3.38897e-07 5.98708e-08 0 1.87971e-05 3.62443e-08 -------------------------------------------------------------- Initialization seed trial #783 of 1000; initialization seed = 493582008 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 91 BIC score: 557589 Distortion: 0.0130298 Distortions/cluster: 3.33853e-05 2.86463e-05 4.67839e-05 2.95988e-05 3.67128e-05 0.00391362 2.23668e-05 4.35604e-05 4.07957e-05 0 3.11248e-05 3.82031e-05 2.39374e-05 1.92403e-05 0.00872182 4.81569e-35 Variance: 2.20694e-06 Variances/cluster: 3.89981e-08 7.5181e-08 8.44208e-08 6.24396e-08 5.98708e-08 0.00391989 3.63646e-08 2.7222e-06 6.98334e-08 0 4.31652e-08 3.15692e-07 4.9453e-08 3.98312e-08 0.156503 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #784 of 1000; initialization seed = 493582009 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 75 BIC score: 604518 Distortion: 0.00461182 Distortions/cluster: 9.64317e-35 0.00391362 0 0.000313359 4.67043e-05 2.45642e-05 9.27613e-05 4.65189e-05 2.1165e-05 1.45841e-05 4.27239e-05 2.34297e-05 2.37044e-35 5.18241e-05 2.05608e-05 0 Variance: 7.81134e-07 Variances/cluster: 6.86694e-32 0.00391989 0 4.79102e-07 2.74699e-06 6.41151e-08 1.00928e-07 4.50724e-08 7.10012e-08 5.83178e-08 7.72522e-08 5.97506e-08 0 5.30928e-08 4.78003e-08 0 -------------------------------------------------------------- Initialization seed trial #785 of 1000; initialization seed = 493582010 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 688492 Distortion: 0.00069308 Distortions/cluster: 3.48071e-05 2.7932e-05 2.39539e-05 0.000297696 0 2.37044e-35 4.67043e-05 3.35214e-05 1.27749e-35 1.08283e-34 4.30249e-05 9.56882e-05 2.87034e-05 1.91536e-05 4.18954e-05 9.64317e-35 Variance: 1.17392e-07 Variances/cluster: 6.09382e-08 5.45499e-08 7.00189e-08 6.57112e-07 0 0 2.74699e-06 6.22874e-08 0 0 4.44433e-08 1.00293e-07 7.51338e-08 6.36129e-08 4.83726e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #786 of 1000; initialization seed = 493582011 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 571943 Distortion: 0.00939337 Distortions/cluster: 1.27749e-35 0 3.41628e-05 2.97415e-05 3.33079e-05 2.62273e-05 2.61316e-05 0.00872182 2.86463e-05 2.29193e-05 1.08283e-34 2.1474e-05 2.19964e-05 4.09224e-05 7.80506e-05 0.000307974 Variance: 1.59102e-06 Variances/cluster: 0 0 7.4731e-08 6.2346e-08 8.00416e-08 6.12585e-08 5.32163e-08 0.156503 7.5181e-08 3.68435e-08 0 4.74936e-08 4.09577e-08 4.38573e-08 1.12943e-07 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #787 of 1000; initialization seed = 493582012 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 556232 Distortion: 0.0133049 Distortions/cluster: 2.28553e-05 4.07912e-05 2.46633e-05 3.44908e-05 2.19517e-05 1.69003e-05 0 3.28638e-05 2.49934e-05 0.00391362 1.94117e-05 7.84034e-05 0.00872182 4.67043e-05 1.16404e-05 0.000293803 Variance: 2.25354e-06 Variances/cluster: 3.67998e-08 4.38106e-08 7.20923e-08 6.09179e-08 4.09507e-08 6.32921e-08 0 6.08393e-08 5.35143e-08 0.00391989 6.38337e-08 1.13453e-07 0.156503 2.74699e-06 6.15842e-08 6.8162e-07 -------------------------------------------------------------- Initialization seed trial #788 of 1000; initialization seed = 493582013 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 501819 Distortion: 0.0453109 Distortions/cluster: 1.27749e-35 0.0446389 2.1474e-05 1.08283e-34 2.80304e-05 2.62273e-05 2.23117e-05 4.67043e-05 7.65225e-05 2.3683e-05 3.41628e-05 4.04796e-05 3.33079e-05 2.33272e-05 0.00027295 2.28214e-05 Variance: 7.67461e-06 Variances/cluster: 0 0.0422886 4.74936e-08 0 5.9131e-08 6.12585e-08 3.62751e-08 2.74699e-06 1.14888e-07 5.41896e-08 7.4731e-08 4.36635e-08 8.00416e-08 6.46133e-08 2.72926e-06 4.13392e-08 -------------------------------------------------------------- Initialization seed trial #789 of 1000; initialization seed = 493582014 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 556565 Distortion: 0.0132861 Distortions/cluster: 4.67605e-05 2.93096e-05 0.00872182 4.67043e-05 2.22907e-05 2.10924e-05 2.83164e-05 3.00268e-05 0.00391362 3.28124e-05 0.000290218 0 3.26257e-05 1.61446e-05 1.9359e-05 3.49568e-05 Variance: 2.25035e-06 Variances/cluster: 8.43786e-08 6.04273e-08 0.156503 2.74699e-06 3.62998e-08 4.49691e-08 4.79782e-08 7.58193e-08 0.00391989 3.86905e-08 2.81737e-06 0 4.55627e-08 3.04522e-07 3.96663e-08 6.1416e-08 -------------------------------------------------------------- Initialization seed trial #790 of 1000; initialization seed = 493582015 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 498275 Distortion: 0.0489392 Distortions/cluster: 4.35604e-05 3.67128e-05 3.66664e-05 1.69243e-05 4.67839e-05 2.90326e-05 2.89099e-05 4.07957e-05 0.0446389 0.00391362 1.61022e-05 2.96511e-05 4.81569e-35 2.47872e-05 2.14233e-05 1.53187e-05 Variance: 8.28916e-06 Variances/cluster: 2.7222e-06 5.98708e-08 3.16053e-07 3.7275e-08 8.44208e-08 7.5797e-08 6.20335e-08 6.98334e-08 0.0422886 0.00391989 3.87965e-08 3.76251e-08 2.67973e-31 5.17432e-08 3.57611e-08 3.52935e-08 -------------------------------------------------------------- Initialization seed trial #791 of 1000; initialization seed = 493582016 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 572178 Distortion: 0.00939553 Distortions/cluster: 0 1.27749e-35 2.4081e-05 3.73204e-05 8.38224e-05 2.46092e-05 3.339e-05 2.94601e-05 1.27517e-05 1.08283e-34 0.00872182 3.99977e-05 0.000307974 4.23055e-05 1.19718e-05 2.6026e-05 Variance: 1.59138e-06 Variances/cluster: 0 0 7.10133e-08 4.10078e-08 1.03731e-07 4.05377e-08 5.34189e-08 5.92563e-08 5.22441e-08 0 0.156503 6.27854e-08 1.71076e-05 7.73348e-08 5.56649e-08 5.70561e-08 -------------------------------------------------------------- Initialization seed trial #792 of 1000; initialization seed = 493582017 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 512325 Distortion: 0.036287 Distortions/cluster: 2.87715e-05 0.0356196 3.29062e-05 3.0599e-05 2.37044e-35 3.62143e-05 4.87998e-05 1.27749e-35 1.08283e-34 2.25503e-05 3.33669e-05 3.72413e-05 0.000299154 2.48718e-05 2.62813e-05 4.67043e-05 Variance: 6.14617e-06 Variances/cluster: 7.51155e-08 0.035575 8.00384e-08 4.17971e-08 0 2.96805e-07 4.89914e-08 0 0 4.94365e-08 7.315e-08 4.0876e-08 6.25794e-07 5.82286e-08 5.11263e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #793 of 1000; initialization seed = 493582018 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 556246 Distortion: 0.0132792 Distortions/cluster: 3.00268e-05 2.63998e-05 0 0.00391362 3.93166e-05 2.52401e-05 2.97647e-05 3.13834e-05 3.31729e-05 3.27318e-05 0.000300791 0.00872182 3.08295e-05 2.22907e-05 1.91109e-05 2.2736e-05 Variance: 2.24919e-06 Variances/cluster: 7.58193e-08 5.77487e-08 0 0.00391989 3.38897e-07 5.29095e-08 6.11135e-08 7.96278e-08 7.38585e-08 3.85954e-08 1.87971e-05 0.156503 4.34792e-08 3.62998e-08 3.90779e-08 5.05081e-08 -------------------------------------------------------------- Initialization seed trial #794 of 1000; initialization seed = 493582019 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 57 BIC score: 572338 Distortion: 0.00939951 Distortions/cluster: 1.27749e-35 0.000304149 3.00803e-05 0.000101162 1.25394e-05 2.61887e-05 1.19718e-05 1.08283e-34 2.41322e-05 4.26207e-05 3.70686e-05 0 2.94601e-05 3.08605e-05 0.00872182 2.74568e-05 Variance: 1.59206e-06 Variances/cluster: 0 1.78889e-05 7.57631e-08 1.03854e-07 5.20141e-08 5.71621e-08 5.56649e-08 0 7.09548e-08 4.43003e-08 4.59286e-08 0 5.92563e-08 6.08638e-08 0.156503 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #795 of 1000; initialization seed = 493582020 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 71 BIC score: 498151 Distortion: 0.0489595 Distortions/cluster: 4.81569e-35 2.34379e-05 0.0446389 0.00391362 4.0224e-05 2.0366e-05 1.89478e-05 2.25079e-05 1.69265e-05 1.17609e-05 7.3816e-05 4.87188e-05 3.5954e-05 2.57154e-05 4.67043e-05 2.19006e-05 Variance: 8.2926e-06 Variances/cluster: 2.67973e-31 5.32632e-08 0.0422886 0.00391989 6.8737e-08 3.49291e-08 3.93073e-08 4.0478e-08 6.33903e-08 6.18941e-08 1.17718e-07 8.51458e-08 6.0407e-08 5.63887e-08 2.74699e-06 4.12404e-08 -------------------------------------------------------------- Initialization seed trial #796 of 1000; initialization seed = 493582021 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 56 BIC score: 498113 Distortion: 0.0489595 Distortions/cluster: 4.81569e-35 3.73047e-05 2.41418e-05 1.84752e-05 2.25596e-05 4.07957e-05 2.17347e-05 4.67839e-05 7.16475e-05 4.67043e-05 2.39537e-05 0.00391362 1.22168e-05 1.99257e-05 2.07578e-05 0.0446389 Variance: 8.29261e-06 Variances/cluster: 2.67973e-31 6.0737e-08 7.22754e-08 3.73204e-08 4.76906e-08 6.98334e-08 5.61568e-08 8.44208e-08 1.24161e-07 2.74699e-06 4.06646e-08 0.00391989 6.20088e-08 3.45292e-08 4.12644e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #797 of 1000; initialization seed = 493582022 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 18 BIC score: 512571 Distortion: 0.0363116 Distortions/cluster: 1.81139e-05 0.0356196 2.47003e-05 4.67043e-05 4.23198e-05 9.3938e-05 4.85475e-05 1.08283e-34 1.55813e-05 0.000317415 1.13485e-05 1.83265e-05 2.37044e-35 1.27749e-35 4.44724e-05 1.05384e-05 Variance: 6.15033e-06 Variances/cluster: 6.65742e-08 0.035575 6.43025e-08 2.74699e-06 6.37292e-08 1.00352e-07 5.13131e-08 0 3.99392e-08 5.34325e-07 5.48063e-08 6.47376e-08 0 0 4.47369e-08 4.87733e-08 -------------------------------------------------------------- Initialization seed trial #798 of 1000; initialization seed = 493582023 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 498223 Distortion: 0.0492182 Distortions/cluster: 0.0446389 5.68468e-05 8.03927e-05 3.18828e-05 1.64919e-05 4.35604e-05 1.80496e-05 2.40966e-05 2.24687e-05 0.00391362 1.98944e-05 0.000273861 1.63984e-05 2.79588e-05 1.78474e-05 1.58815e-05 Variance: 8.33641e-06 Variances/cluster: 0.0422886 6.54704e-08 9.47727e-08 3.12543e-07 3.56935e-08 2.7222e-06 3.81561e-08 6.37426e-08 5.04874e-08 0.00391989 3.4595e-08 2.58337e-06 2.52223e-07 4.14168e-08 4.31058e-08 3.35023e-08 -------------------------------------------------------------- Initialization seed trial #799 of 1000; initialization seed = 493582024 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 501884 Distortion: 0.0453164 Distortions/cluster: 2.56153e-05 1.89896e-05 7.64565e-05 1.82389e-05 0.000280065 1.27749e-35 4.07957e-05 4.67839e-05 0.0446389 1.59438e-05 3.73047e-05 1.08283e-34 3.76177e-05 1.08404e-05 2.21578e-05 4.67043e-05 Variance: 7.67555e-06 Variances/cluster: 4.22654e-08 4.63119e-08 1.27842e-07 6.93435e-08 1.03719e-06 0 6.98334e-08 8.44208e-08 0.0422886 5.90467e-08 6.0737e-08 0 4.07082e-08 6.08961e-08 3.60835e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #800 of 1000; initialization seed = 493582025 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 572075 Distortion: 0.0094053 Distortions/cluster: 1.27749e-35 1.69003e-05 4.74532e-05 3.68885e-05 1.08283e-34 2.19517e-05 0.000293803 4.07912e-05 2.49934e-05 2.28553e-05 0 7.89562e-05 4.67043e-05 0.00872182 1.16404e-05 4.05431e-05 Variance: 1.59304e-06 Variances/cluster: 0 6.32921e-08 8.47111e-08 6.06519e-08 0 4.09507e-08 6.8162e-07 4.38106e-08 5.35143e-08 3.67998e-08 0 1.14088e-07 2.74699e-06 0.156503 6.15842e-08 6.9401e-08 -------------------------------------------------------------- Initialization seed trial #801 of 1000; initialization seed = 493582026 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 501749 Distortion: 0.0453081 Distortions/cluster: 2.3351e-05 2.35463e-05 1.27749e-35 1.08283e-34 3.94494e-05 3.26047e-05 1.827e-05 3.47506e-05 0.000287296 1.96949e-05 7.45907e-05 0.0446389 2.43786e-05 2.1702e-05 2.28165e-05 4.67043e-05 Variance: 7.67413e-06 Variances/cluster: 4.05361e-08 5.84221e-08 0 0 4.30632e-08 6.08102e-08 6.74115e-08 6.0946e-08 1.13998e-06 6.41321e-08 1.20103e-07 0.0422886 7.18907e-08 3.58077e-08 4.67512e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #802 of 1000; initialization seed = 493582027 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 513412 Distortion: 0.0360681 Distortions/cluster: 4.81569e-35 1.08283e-34 1.27749e-35 8.37767e-05 0.0356196 2.63314e-05 2.86463e-05 2.37044e-35 2.52487e-05 7.86324e-05 4.67043e-05 3.84321e-05 2.29829e-05 6.80765e-05 0 2.97415e-05 Variance: 6.1091e-06 Variances/cluster: 2.67973e-31 0 0 9.74973e-08 0.035575 5.32975e-08 7.5181e-08 0 4.22886e-08 1.25199e-07 2.74699e-06 4.11003e-08 3.68864e-08 7.62086e-08 0 6.2346e-08 -------------------------------------------------------------- Initialization seed trial #803 of 1000; initialization seed = 493582028 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 498935 Distortion: 0.0489638 Distortions/cluster: 3.00268e-05 1.81104e-05 2.98059e-05 8.28079e-05 1.85751e-05 1.04816e-05 4.67043e-05 1.57124e-05 2.6304e-05 0.0446389 7.39562e-05 0.00391362 1.14431e-05 2.30635e-05 4.81569e-35 2.42831e-05 Variance: 8.29333e-06 Variances/cluster: 7.58193e-08 6.65614e-08 6.10728e-08 1.07673e-07 6.47015e-08 4.87359e-08 2.74699e-06 3.99676e-08 5.42302e-08 0.0422886 5.0824e-08 0.00391989 5.49975e-08 4.27853e-08 2.67973e-31 6.43901e-08 -------------------------------------------------------------- Initialization seed trial #804 of 1000; initialization seed = 493582029 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 502172 Distortion: 0.0453177 Distortions/cluster: 2.61258e-05 2.36629e-05 2.94601e-05 2.68122e-05 4.2926e-05 0.000295726 9.71447e-05 1.08283e-34 1.71648e-05 4.67043e-05 3.67297e-05 0.0446389 1.29633e-05 1.20822e-05 1.12945e-05 1.27749e-35 Variance: 7.67576e-06 Variances/cluster: 5.71497e-08 7.08249e-08 5.92563e-08 5.64417e-08 4.47107e-08 6.45636e-07 9.97289e-08 0 6.17392e-08 2.74699e-06 4.56218e-08 0.0422886 5.26796e-08 5.56604e-08 6.1378e-08 0 -------------------------------------------------------------- Initialization seed trial #805 of 1000; initialization seed = 493582030 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 571992 Distortion: 0.00939819 Distortions/cluster: 4.18847e-05 2.70796e-05 0.000297358 0.00872182 0 7.82999e-05 3.47506e-05 1.96949e-05 1.08283e-34 2.17412e-05 2.87715e-05 4.67043e-05 3.26047e-05 2.31056e-05 2.43786e-05 1.27749e-35 Variance: 1.59183e-06 Variances/cluster: 4.47925e-08 5.29886e-08 6.65176e-07 0.156503 0 1.1137e-07 6.0946e-08 6.41321e-08 0 4.10172e-08 7.51155e-08 2.74699e-06 6.08102e-08 3.69647e-08 7.18907e-08 0 -------------------------------------------------------------- Initialization seed trial #806 of 1000; initialization seed = 493582031 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 82 BIC score: 688765 Distortion: 0.000711417 Distortions/cluster: 4.27164e-05 0.000104435 1.27749e-35 2.37044e-35 2.96057e-05 1.91944e-05 2.23711e-05 0.000307974 1.08941e-05 2.30833e-05 0.000101507 9.64317e-35 0 4.96348e-05 0 1.08283e-34 Variance: 1.20497e-07 Variances/cluster: 6.36553e-08 9.92642e-08 0 0 6.0772e-08 6.439e-08 4.89362e-08 1.71076e-05 5.52826e-08 7.37255e-08 5.65759e-08 6.86694e-32 0 8.03088e-08 0 0 -------------------------------------------------------------- Initialization seed trial #807 of 1000; initialization seed = 493582032 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 603716 Distortion: 0.00458766 Distortions/cluster: 4.02578e-05 8.26891e-05 2.4864e-05 9.64317e-35 3.80296e-05 3.43053e-05 1.97585e-05 3.42626e-05 2.37044e-35 0.00391362 0 2.00101e-05 3.25482e-05 0.000307974 2.01217e-05 1.92126e-05 Variance: 7.77042e-07 Variances/cluster: 7.68217e-08 1.04926e-07 7.22565e-08 6.86694e-32 6.02636e-08 5.61407e-08 3.88912e-08 6.009e-08 0 0.00391989 0 4.01773e-08 6.08182e-08 1.71076e-05 3.50512e-08 6.35975e-08 -------------------------------------------------------------- Initialization seed trial #808 of 1000; initialization seed = 493582033 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 513446 Distortion: 0.0360571 Distortions/cluster: 0.0356196 4.67043e-05 9.75704e-05 3.73047e-05 3.70447e-05 4.67839e-05 2.37044e-35 4.29076e-05 4.81569e-35 1.08283e-34 4.07957e-05 1.27749e-35 3.00803e-05 3.08605e-05 0 2.74568e-05 Variance: 6.10723e-06 Variances/cluster: 0.035575 2.74699e-06 1.00269e-07 6.0737e-08 4.5899e-08 8.44208e-08 0 4.45522e-08 2.67973e-31 0 6.98334e-08 0 7.57631e-08 6.08638e-08 0 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #809 of 1000; initialization seed = 493582034 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 501812 Distortion: 0.0453001 Distortions/cluster: 2.36116e-05 1.9419e-05 2.29781e-05 7.69665e-05 2.22531e-05 4.06528e-05 0.0446389 1.27749e-35 3.35214e-05 1.94952e-05 2.28214e-05 3.48071e-05 1.08283e-34 2.4224e-05 0.000307974 1.25053e-05 Variance: 7.67279e-06 Variances/cluster: 6.96288e-08 7.41129e-08 5.02762e-08 1.15382e-07 3.62386e-08 4.37089e-08 0.0422886 0 6.22874e-08 6.41085e-08 4.13392e-08 6.09382e-08 0 5.4309e-08 1.71076e-05 6.12955e-08 -------------------------------------------------------------- Initialization seed trial #810 of 1000; initialization seed = 493582035 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 526577 Distortion: 0.0259836 Distortions/cluster: 1.74339e-05 2.83905e-05 1.9579e-05 4.67043e-05 0.000115873 1.3747e-05 1.52457e-05 2.37044e-35 1.47393e-05 2.29851e-05 0 1.73369e-05 0.000302195 0.00391362 2.84994e-05 0.0214272 Variance: 4.40101e-06 Variances/cluster: 4.2414e-08 7.55005e-08 3.42849e-08 2.74699e-06 1.09383e-07 3.10289e-08 3.56177e-08 0 3.51742e-08 4.71932e-08 0 3.95784e-08 2.518e-06 0.00391989 6.36095e-08 3.12247e-05 -------------------------------------------------------------- Initialization seed trial #811 of 1000; initialization seed = 493582036 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 606957 Distortion: 0.00435519 Distortions/cluster: 7.93329e-05 2.17464e-05 8.37767e-05 3.78362e-05 4.67043e-05 2.58511e-05 0.00391362 6.80765e-05 2.42944e-05 1.15575e-05 2.51639e-05 1.72269e-05 9.64317e-35 0 2.37044e-35 4.81569e-35 Variance: 7.37667e-07 Variances/cluster: 1.14798e-07 4.07962e-08 9.74973e-08 4.08563e-08 2.74699e-06 5.61933e-08 0.00391989 7.62086e-08 5.42237e-08 6.17997e-08 4.07136e-08 6.3563e-08 6.86694e-32 0 0 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #812 of 1000; initialization seed = 493582037 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 573875 Distortion: 0.00916339 Distortions/cluster: 1.08283e-34 2.76114e-05 4.67043e-05 0.00872182 2.35633e-05 1.20571e-05 7.06626e-05 2.43013e-05 3.69786e-05 1.27749e-35 0 8.366e-05 6.81933e-05 2.5638e-05 4.81569e-35 2.21979e-05 Variance: 1.55206e-06 Variances/cluster: 0 4.17683e-08 2.74699e-06 0.156503 4.7695e-08 6.1826e-08 1.46894e-07 7.23199e-08 4.01906e-08 0 0 9.74749e-08 7.6254e-08 5.90681e-08 2.67973e-31 3.62077e-08 -------------------------------------------------------------- Initialization seed trial #813 of 1000; initialization seed = 493582038 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 572006 Distortion: 0.00939007 Distortions/cluster: 1.27749e-35 7.74101e-05 2.36116e-05 2.97647e-05 3.35214e-05 1.94952e-05 0 0.000307974 2.58561e-05 1.08283e-34 3.00268e-05 0.00872182 3.81032e-05 3.48071e-05 2.25053e-05 2.51786e-05 Variance: 1.59046e-06 Variances/cluster: 0 1.23845e-07 6.96288e-08 6.11135e-08 6.22874e-08 6.41085e-08 0 1.71076e-05 5.3862e-08 0 7.58193e-08 0.156503 4.08797e-08 6.09382e-08 3.64712e-08 4.22419e-08 -------------------------------------------------------------- Initialization seed trial #814 of 1000; initialization seed = 493582039 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 513933 Distortion: 0.0363032 Distortions/cluster: 1.86465e-05 2.54181e-05 1.27749e-35 5.97939e-05 7.99002e-06 4.05125e-05 0.0356196 8.53288e-05 1.08283e-34 2.94524e-05 4.96348e-05 4.67043e-05 2.37044e-35 0 2.30075e-05 0.000297197 Variance: 6.14892e-06 Variances/cluster: 6.31882e-08 4.6453e-08 0 5.35261e-08 1.69948e-07 6.04612e-08 0.035575 5.28954e-08 0 5.5869e-08 8.03088e-08 2.74699e-06 0 0 6.68614e-08 2.7263e-06 -------------------------------------------------------------- Initialization seed trial #815 of 1000; initialization seed = 493582040 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 557183 Distortion: 0.0130494 Distortions/cluster: 7.54573e-05 2.98108e-05 0 4.07957e-05 4.81569e-35 2.1838e-05 2.07613e-05 1.88562e-05 2.90584e-05 4.67043e-05 3.73047e-05 0.00872182 2.51024e-05 4.67839e-05 0.00391362 2.14427e-05 Variance: 2.21026e-06 Variances/cluster: 1.14492e-07 7.58485e-08 0 6.98334e-08 2.67973e-31 4.13562e-08 3.53042e-08 3.89557e-08 6.11706e-08 2.74699e-06 6.0737e-08 0.156503 5.2954e-08 8.44208e-08 0.00391989 4.0302e-08 -------------------------------------------------------------- Initialization seed trial #816 of 1000; initialization seed = 493582041 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 497749 Distortion: 0.0491849 Distortions/cluster: 0.000300791 2.3009e-05 2.03826e-05 1.89555e-05 1.44798e-05 2.99459e-05 3.26295e-05 0.00391362 3.93166e-05 2.24571e-05 3.11044e-05 2.31671e-05 2.53538e-05 2.11957e-05 2.95451e-05 0.0446389 Variance: 8.33077e-06 Variances/cluster: 1.87971e-05 5.91302e-08 4.86301e-08 3.90798e-08 5.81331e-08 7.58063e-08 3.85658e-08 0.00391989 3.38897e-07 3.6393e-08 4.34988e-08 5.87803e-08 5.30367e-08 7.11044e-08 6.10386e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #817 of 1000; initialization seed = 493582042 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 68 BIC score: 571868 Distortion: 0.00939548 Distortions/cluster: 1.9936e-05 1.27749e-35 0 2.21879e-05 1.08283e-34 3.42626e-05 4.70304e-05 3.26327e-05 2.29516e-05 7.79082e-05 4.1844e-05 2.50544e-05 1.89394e-05 0.000307974 2.29365e-05 0.00872182 Variance: 1.59137e-06 Variances/cluster: 4.0682e-08 0 0 4.12377e-08 0 6.009e-08 7.99773e-08 6.08624e-08 3.72548e-08 1.10498e-07 6.26353e-08 7.2389e-08 6.33222e-08 1.71076e-05 4.33541e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #818 of 1000; initialization seed = 493582043 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 79 BIC score: 507824 Distortion: 0.0402211 Distortions/cluster: 0.0356196 4.27239e-05 2.37044e-35 0.000312931 1.65343e-05 1.02259e-05 8.95646e-06 1.4359e-05 2.3944e-05 9.27613e-05 1.05393e-05 5.18241e-05 4.65189e-05 4.67043e-05 9.91442e-06 0.00391362 Variance: 6.81252e-06 Variances/cluster: 0.035575 7.72522e-08 0 4.79179e-07 6.66492e-08 4.84485e-08 5.236e-08 3.84834e-08 6.34911e-08 1.00928e-07 5.29444e-08 5.30928e-08 4.50724e-08 2.74699e-06 5.72915e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #819 of 1000; initialization seed = 493582044 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 507044 Distortion: 0.0402013 Distortions/cluster: 0.00391362 2.7094e-05 2.42703e-05 2.34427e-05 2.37044e-35 1.44798e-05 0.000297453 2.86012e-05 2.02889e-05 4.67043e-05 2.17412e-05 2.29791e-05 0.0356196 4.20705e-05 7.78554e-05 2.11957e-05 Variance: 6.80917e-06 Variances/cluster: 0.00391989 5.30168e-08 6.23709e-08 5.97836e-08 0 5.81331e-08 6.63905e-07 7.50627e-08 4.78358e-08 2.74699e-06 4.10172e-08 3.68804e-08 0.035575 4.48473e-08 1.10895e-07 7.11044e-08 -------------------------------------------------------------- Initialization seed trial #820 of 1000; initialization seed = 493582045 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 78 BIC score: 572206 Distortion: 0.00937623 Distortions/cluster: 3.32602e-05 4.07957e-05 1.92403e-05 4.08979e-05 2.39374e-05 4.67839e-05 0.000300791 2.95988e-05 2.23668e-05 1.08283e-34 0 3.13821e-05 2.86463e-05 1.27749e-35 0.00872182 3.67128e-05 Variance: 1.58812e-06 Variances/cluster: 3.88975e-08 6.98334e-08 3.98312e-08 3.37961e-07 4.9453e-08 8.44208e-08 1.87971e-05 6.24396e-08 3.63646e-08 0 0 4.34016e-08 7.5181e-08 0 0.156503 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #821 of 1000; initialization seed = 493582046 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 59 BIC score: 555977 Distortion: 0.0133127 Distortions/cluster: 4.07957e-05 7.52326e-05 0.000280282 0.00872182 0 2.71627e-05 2.09051e-05 1.92445e-05 0.00391362 2.17614e-05 2.21935e-05 4.67839e-05 3.73047e-05 1.97955e-05 1.906e-05 4.67043e-05 Variance: 2.25486e-06 Variances/cluster: 6.98334e-08 1.14848e-07 9.97361e-07 0.156503 0 5.2841e-08 3.54884e-08 7.79073e-08 0.00391989 4.05201e-08 4.1325e-08 8.44208e-08 6.0737e-08 6.84911e-08 3.93766e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #822 of 1000; initialization seed = 493582047 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 572050 Distortion: 0.00941764 Distortions/cluster: 1.08283e-34 2.12623e-05 1.25053e-05 0.00872182 1.27749e-35 1.9419e-05 2.00557e-05 0.000307974 2.05198e-05 7.62843e-05 2.21427e-05 2.35098e-05 2.02966e-05 8.366e-05 6.81933e-05 0 Variance: 1.59513e-06 Variances/cluster: 0 4.02656e-08 6.12955e-08 0.156503 0 7.41129e-08 4.04313e-08 1.71076e-05 3.98408e-08 1.14876e-07 4.99794e-08 5.34266e-08 3.49299e-08 9.74749e-08 7.6254e-08 0 -------------------------------------------------------------- Initialization seed trial #823 of 1000; initialization seed = 493582048 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 62 BIC score: 501730 Distortion: 0.0453071 Distortions/cluster: 2.7094e-05 2.29791e-05 2.39416e-05 2.07132e-05 1.08283e-34 2.45231e-05 7.78554e-05 0.000297453 4.20705e-05 2.17412e-05 1.91062e-05 4.67043e-05 1.27749e-35 0.0446389 1.54302e-05 2.86012e-05 Variance: 7.67397e-06 Variances/cluster: 5.30168e-08 3.68804e-08 6.26536e-08 7.04311e-08 0 6.06815e-08 1.10895e-07 6.63905e-07 4.48473e-08 4.10172e-08 4.6247e-08 2.74699e-06 0 0.0422886 5.9557e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #824 of 1000; initialization seed = 493582049 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 501747 Distortion: 0.045285 Distortions/cluster: 1.69664e-05 2.00633e-05 4.08979e-05 3.36824e-05 4.71289e-05 1.73776e-05 2.26525e-05 4.03784e-05 0.0446389 3.35214e-05 2.95304e-05 2.36116e-05 1.94952e-05 0.000300791 1.08283e-34 1.27749e-35 Variance: 7.67023e-06 Variances/cluster: 3.39298e-08 4.06923e-08 3.37961e-07 5.91764e-08 8.00087e-08 3.7692e-08 3.70703e-08 6.08972e-08 0.0422886 6.22874e-08 4.23035e-08 6.96288e-08 6.41085e-08 1.87971e-05 0 0 -------------------------------------------------------------- Initialization seed trial #825 of 1000; initialization seed = 493582050 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 502491 Distortion: 0.0450529 Distortions/cluster: 1.27749e-35 0.0446389 7.74428e-05 2.28214e-05 1.08283e-34 4.03722e-05 2.24965e-05 4.07957e-05 4.67839e-05 2.56702e-05 2.32961e-05 1.86538e-05 4.67043e-05 4.81569e-35 3.73047e-05 1.16135e-05 Variance: 7.63091e-06 Variances/cluster: 0 0.0422886 1.16096e-07 4.13392e-08 0 4.3689e-08 3.63391e-08 6.98334e-08 8.44208e-08 5.55586e-08 5.42983e-08 6.38782e-08 2.74699e-06 2.67973e-31 6.0737e-08 6.17686e-08 -------------------------------------------------------------- Initialization seed trial #826 of 1000; initialization seed = 493582051 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 556393 Distortion: 0.0132828 Distortions/cluster: 3.07045e-05 2.22927e-05 3.67128e-05 1.20547e-05 2.23373e-05 3.93166e-05 0.000300791 0 1.86008e-05 0.00872182 3.25253e-05 4.67839e-05 4.07957e-05 2.20237e-05 0.00391362 2.24443e-05 Variance: 2.2498e-06 Variances/cluster: 4.33642e-08 4.87765e-08 5.98708e-08 6.14985e-08 7.27543e-08 3.38897e-07 1.87971e-05 0 3.85871e-08 0.156503 3.85337e-08 8.44208e-08 6.98334e-08 3.61002e-08 0.00391989 5.40778e-08 -------------------------------------------------------------- Initialization seed trial #827 of 1000; initialization seed = 493582052 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 501697 Distortion: 0.0452881 Distortions/cluster: 3.35819e-05 0.0446389 3.33079e-05 3.06165e-05 1.90024e-05 1.08283e-34 1.27749e-35 1.5955e-05 3.38285e-05 2.15545e-05 2.50039e-05 3.82971e-05 0.000300791 4.05644e-05 1.75041e-05 3.91365e-05 Variance: 7.67074e-06 Variances/cluster: 4.31053e-08 0.0422886 8.00416e-08 5.16248e-08 3.39289e-08 0 0 3.52176e-08 7.48182e-08 4.75663e-08 5.82649e-08 6.19642e-08 1.87971e-05 3.37998e-07 3.48657e-08 7.6582e-08 -------------------------------------------------------------- Initialization seed trial #828 of 1000; initialization seed = 493582053 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 502146 Distortion: 0.045318 Distortions/cluster: 1.76862e-05 4.67043e-05 3.79713e-05 1.84408e-05 2.87715e-05 1.14907e-05 9.62056e-05 2.85345e-05 1.27749e-35 1.07304e-05 4.28031e-05 2.4766e-05 1.59266e-05 0.0446389 1.08283e-34 0.000299093 Variance: 7.67582e-06 Variances/cluster: 6.35996e-08 2.74699e-06 4.64145e-08 6.95658e-08 7.51155e-08 5.49617e-08 9.88664e-08 5.57265e-08 0 4.89813e-08 4.449e-08 6.41395e-08 4.02057e-08 0.0422886 0 6.1791e-07 -------------------------------------------------------------- Initialization seed trial #829 of 1000; initialization seed = 493582054 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 497723 Distortion: 0.0492139 Distortions/cluster: 0.0446389 2.07132e-05 1.68761e-05 2.39416e-05 4.67043e-05 1.90592e-05 2.43966e-05 4.07002e-05 0.00391362 0.000293736 2.28553e-05 7.80506e-05 1.20405e-05 2.19517e-05 2.46896e-05 1.56052e-05 Variance: 8.33568e-06 Variances/cluster: 0.0422886 7.04311e-08 6.36786e-08 6.26536e-08 2.74699e-06 4.62452e-08 6.05182e-08 4.37598e-08 0.00391989 6.79888e-07 3.67998e-08 1.12943e-07 6.14259e-08 4.09507e-08 5.35518e-08 5.97708e-08 -------------------------------------------------------------- Initialization seed trial #830 of 1000; initialization seed = 493582055 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 508091 Distortion: 0.0399489 Distortions/cluster: 2.06002e-05 2.80681e-05 0.00391362 4.67043e-05 2.40636e-05 1.44798e-05 2.37044e-35 9.42083e-05 4.39985e-05 4.81569e-35 2.31325e-05 4.43104e-05 3.01087e-05 2.11957e-05 2.48952e-05 0.0356196 Variance: 6.76642e-06 Variances/cluster: 4.84553e-08 5.35604e-08 0.00391989 2.74699e-06 7.16121e-08 5.81331e-08 0 1.00641e-07 4.45289e-08 2.67973e-31 5.91436e-08 4.92831e-08 6.7052e-08 7.11044e-08 6.38127e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #831 of 1000; initialization seed = 493582056 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 69 BIC score: 606787 Distortion: 0.00433464 Distortions/cluster: 4.90368e-05 9.64317e-35 3.58899e-05 0 4.17764e-05 7.8852e-05 2.86463e-05 2.96461e-05 4.67043e-05 2.14045e-05 4.81569e-35 2.29193e-05 2.61719e-05 2.37044e-35 3.99696e-05 0.00391362 Variance: 7.34187e-07 Variances/cluster: 8.51064e-08 6.86694e-32 6.04009e-08 0 4.46767e-08 1.11995e-07 7.5181e-08 6.24078e-08 2.74699e-06 4.07665e-08 2.67973e-31 3.68435e-08 5.31902e-08 0 6.86544e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #832 of 1000; initialization seed = 493582057 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 502532 Distortion: 0.0450333 Distortions/cluster: 2.54971e-05 2.95988e-05 3.67128e-05 2.86463e-05 1.27749e-35 4.35604e-05 3.13448e-05 4.81569e-35 4.07957e-05 2.24939e-05 4.67839e-05 3.68069e-05 3.32602e-05 1.88645e-05 0.0446389 1.08283e-34 Variance: 7.62759e-06 Variances/cluster: 5.22435e-08 6.24396e-08 5.98708e-08 7.5181e-08 0 2.7222e-06 4.34101e-08 2.67973e-31 6.98334e-08 3.65119e-08 8.44208e-08 3.14553e-07 3.88975e-08 3.91342e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #833 of 1000; initialization seed = 493582058 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 502877 Distortion: 0.045054 Distortions/cluster: 1.73934e-05 8.33627e-05 1.27749e-35 1.87702e-05 3.78274e-05 4.81569e-35 1.08283e-34 3.10619e-05 6.6306e-05 4.67043e-05 1.13443e-05 0.0446389 2.20747e-05 3.27462e-05 2.57179e-05 2.17479e-05 Variance: 7.63109e-06 Variances/cluster: 6.37074e-08 9.73555e-08 0 3.92643e-08 3.00181e-07 2.67973e-31 0 4.31978e-08 7.43933e-08 2.74699e-06 6.13155e-08 0.0422886 3.61246e-08 3.8658e-08 5.65182e-08 4.89774e-08 -------------------------------------------------------------- Initialization seed trial #834 of 1000; initialization seed = 493582059 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 557468 Distortion: 0.0130357 Distortions/cluster: 4.67043e-05 3.99696e-05 3.57241e-05 1.73776e-05 0 4.0089e-05 3.53035e-05 4.81569e-35 0.00391362 1.69664e-05 2.00633e-05 4.90368e-05 2.26525e-05 2.93982e-05 4.69432e-05 0.00872182 Variance: 2.20794e-06 Variances/cluster: 2.74699e-06 6.86544e-08 2.95206e-07 3.7692e-08 0 6.03698e-08 5.95142e-08 2.67973e-31 0.00391989 3.39298e-08 4.06923e-08 8.51064e-08 3.70703e-08 4.21746e-08 7.9965e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #835 of 1000; initialization seed = 493582060 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 498454 Distortion: 0.0489401 Distortions/cluster: 2.0049e-05 2.31055e-05 2.41418e-05 4.67839e-05 3.15345e-05 4.81569e-35 1.22168e-05 3.67128e-05 4.07957e-05 3.57241e-05 0.00391362 1.85474e-05 2.97714e-05 0.0446389 4.67043e-05 2.14989e-05 Variance: 8.28932e-06 Variances/cluster: 5.19357e-08 4.79327e-08 7.22754e-08 8.44208e-08 3.78987e-08 2.67973e-31 6.20088e-08 5.98708e-08 6.98334e-08 2.95206e-07 0.00391989 3.83175e-08 4.28328e-08 0.0422886 2.74699e-06 3.57083e-08 -------------------------------------------------------------- Initialization seed trial #836 of 1000; initialization seed = 493582061 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 603863 Distortion: 0.00458188 Distortions/cluster: 0.00391362 0 7.48535e-05 2.51166e-05 2.97647e-05 3.35214e-05 2.59244e-05 9.64317e-35 3.48071e-05 2.37044e-35 2.54016e-05 2.36116e-05 3.00268e-05 3.77617e-05 1.94952e-05 0.000307974 Variance: 7.76064e-07 Variances/cluster: 0.00391989 0 1.19563e-07 4.22088e-08 6.11135e-08 6.22874e-08 5.3892e-08 6.86694e-32 6.09382e-08 0 4.08997e-08 6.96288e-08 7.58193e-08 4.07319e-08 6.41085e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #837 of 1000; initialization seed = 493582062 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 27 BIC score: 502441 Distortion: 0.0450764 Distortions/cluster: 4.67043e-05 1.08283e-34 0.0446389 2.08328e-05 6.81933e-05 2.91421e-05 1.28347e-05 7.74836e-06 1.27749e-35 4.81569e-35 2.90326e-05 7.57274e-05 1.92169e-05 1.92177e-05 2.51426e-05 8.366e-05 Variance: 7.63489e-06 Variances/cluster: 2.74699e-06 0 0.0422886 3.99824e-08 7.6254e-08 6.18677e-08 3.07015e-08 3.31088e-08 0 2.67973e-31 7.5797e-08 1.15781e-07 4.02834e-08 3.88989e-08 5.22669e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #838 of 1000; initialization seed = 493582063 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 89 BIC score: 497831 Distortion: 0.0491897 Distortions/cluster: 1.19159e-05 2.15302e-05 1.61511e-05 2.86365e-05 0.00391362 3.40226e-05 0.000300791 2.80307e-05 1.80461e-05 3.59057e-05 0.0446389 2.04028e-05 2.84926e-05 1.68447e-05 4.77531e-05 2.86463e-05 Variance: 8.33159e-06 Variances/cluster: 2.16593e-07 4.48505e-08 3.52613e-08 4.85206e-08 0.00391989 6.05191e-08 1.87971e-05 6.04062e-08 3.83922e-08 3.35532e-07 0.0422886 3.49921e-08 4.15914e-08 3.45149e-08 8.4943e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #839 of 1000; initialization seed = 493582064 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 63 BIC score: 497775 Distortion: 0.0492231 Distortions/cluster: 1.21206e-05 2.21023e-05 4.67043e-05 1.16894e-05 1.44183e-05 6.76894e-05 1.36328e-05 1.24872e-05 2.40634e-05 0.00391362 1.78305e-05 2.95939e-05 8.366e-05 1.34665e-05 0.0446389 0.000301126 Variance: 8.33725e-06 Variances/cluster: 3.01482e-08 4.58514e-08 2.74699e-06 4.5128e-08 3.0287e-08 7.57754e-08 3.33292e-08 3.4877e-08 7.13991e-08 0.00391989 4.07053e-08 6.72534e-08 9.74749e-08 3.25249e-08 0.0422886 2.55162e-06 -------------------------------------------------------------- Initialization seed trial #840 of 1000; initialization seed = 493582065 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 80 BIC score: 557596 Distortion: 0.0130508 Distortions/cluster: 4.67043e-05 1.62274e-05 6.60089e-05 2.94707e-05 2.0426e-05 2.90113e-05 8.366e-05 4.81569e-35 0.00872182 0 1.79548e-05 2.84588e-05 0.00391362 2.29494e-05 3.78274e-05 1.6707e-05 Variance: 2.21051e-06 Variances/cluster: 2.74699e-06 3.54279e-08 7.42266e-08 6.28322e-08 3.5032e-08 4.21028e-08 9.74749e-08 2.67973e-31 0.156503 0 3.83612e-08 7.48856e-08 0.00391989 4.79068e-08 3.00181e-07 3.43735e-08 -------------------------------------------------------------- Initialization seed trial #841 of 1000; initialization seed = 493582066 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 74 BIC score: 512001 Distortion: 0.0362878 Distortions/cluster: 2.52237e-05 1.08283e-34 0.000307974 2.97415e-05 1.27749e-35 2.37044e-35 3.44908e-05 2.61316e-05 7.84947e-05 2.29193e-05 2.86463e-05 1.89386e-05 0.0356196 3.27799e-05 2.19964e-05 4.09224e-05 Variance: 6.14631e-06 Variances/cluster: 7.24593e-08 0 1.71076e-05 6.2346e-08 0 0 6.09179e-08 5.32163e-08 1.13421e-07 3.68435e-08 7.5181e-08 6.33195e-08 0.035575 6.07967e-08 4.09577e-08 4.38573e-08 -------------------------------------------------------------- Initialization seed trial #842 of 1000; initialization seed = 493582067 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 501922 Distortion: 0.0453101 Distortions/cluster: 1.54367e-05 1.5372e-05 0.000300791 2.79839e-05 1.56716e-05 2.81869e-05 1.08283e-34 8.366e-05 0.0446389 1.09719e-05 2.14109e-05 6.60089e-05 1.27749e-35 4.37006e-05 2.79878e-05 1.39601e-05 Variance: 7.67447e-06 Variances/cluster: 3.35552e-08 3.12402e-08 1.87971e-05 7.46177e-08 3.60233e-08 6.39107e-08 0 9.74749e-08 0.0422886 4.51469e-08 4.58437e-08 7.42266e-08 0 3.4137e-07 4.1707e-08 3.26905e-08 -------------------------------------------------------------- Initialization seed trial #843 of 1000; initialization seed = 493582068 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 502776 Distortion: 0.0450335 Distortions/cluster: 2.43786e-05 3.25482e-05 3.36824e-05 0.0446389 4.80931e-05 2.51881e-05 4.81569e-35 1.27749e-35 1.08283e-34 3.62143e-05 3.01346e-05 3.00347e-05 4.67043e-05 1.96949e-05 3.09064e-05 3.69874e-05 Variance: 7.62762e-06 Variances/cluster: 7.18907e-08 6.08182e-08 5.91764e-08 0.0422886 4.86237e-08 5.17162e-08 2.67973e-31 0 0 2.96805e-07 7.5709e-08 4.14796e-08 2.74699e-06 6.41321e-08 6.08344e-08 4.07764e-08 -------------------------------------------------------------- Initialization seed trial #844 of 1000; initialization seed = 493582069 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 534316 Distortion: 0.0220772 Distortions/cluster: 1.27749e-35 1.08283e-34 0.0214293 4.35604e-05 3.05307e-05 2.88659e-05 1.67294e-05 2.08834e-05 2.0664e-05 0.000303838 2.34275e-05 1.60403e-05 0.000113752 2.95309e-05 2.37044e-35 0 Variance: 3.73936e-06 Variances/cluster: 0 0 3.0691e-05 2.7222e-06 4.44367e-08 7.57574e-08 3.44196e-08 4.36848e-08 3.52588e-08 2.5746e-06 4.88029e-08 3.50961e-08 1.08611e-07 6.28266e-08 0 0 -------------------------------------------------------------- Initialization seed trial #845 of 1000; initialization seed = 493582070 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 85 BIC score: 571994 Distortion: 0.00939819 Distortions/cluster: 2.29791e-05 0.000297453 2.86012e-05 3.28638e-05 0.00872182 1.08283e-34 2.7094e-05 1.96949e-05 4.20705e-05 2.43786e-05 4.67043e-05 3.44908e-05 2.17412e-05 0 7.82999e-05 1.27749e-35 Variance: 1.59183e-06 Variances/cluster: 3.68804e-08 6.63905e-07 7.50627e-08 6.08393e-08 0.156503 0 5.30168e-08 6.41321e-08 4.48473e-08 7.18907e-08 2.74699e-06 6.09179e-08 4.10172e-08 0 1.1137e-07 0 -------------------------------------------------------------- Initialization seed trial #846 of 1000; initialization seed = 493582071 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 557341 Distortion: 0.0130506 Distortions/cluster: 3.68885e-05 0 4.67043e-05 4.75489e-05 2.86985e-05 7.65471e-05 3.30922e-05 4.81569e-35 0.00872182 4.04474e-05 1.96796e-05 2.5769e-05 2.49729e-05 1.94555e-05 0.00391362 1.53672e-05 Variance: 2.21047e-06 Variances/cluster: 6.06519e-08 0 2.74699e-06 8.47307e-08 6.43413e-08 1.15271e-07 3.85656e-08 2.67973e-31 0.156503 6.93558e-08 3.88121e-08 7.44709e-08 4.96436e-08 3.78467e-08 0.00391989 5.20867e-08 -------------------------------------------------------------- Initialization seed trial #847 of 1000; initialization seed = 493582072 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 56 BIC score: 555896 Distortion: 0.0133053 Distortions/cluster: 4.67043e-05 0.00391362 2.07756e-05 0.000296966 1.89267e-05 2.10157e-05 0.00872182 0 2.52237e-05 1.89386e-05 3.44908e-05 2.20832e-05 2.9491e-05 7.57264e-05 3.27799e-05 2.67566e-05 Variance: 2.25361e-06 Variances/cluster: 2.74699e-06 0.00391989 3.53888e-08 8.15776e-07 3.92636e-08 4.01791e-08 0.156503 0 7.24593e-08 6.33195e-08 6.09179e-08 4.11963e-08 6.38282e-08 1.12678e-07 6.07967e-08 5.27695e-08 -------------------------------------------------------------- Initialization seed trial #848 of 1000; initialization seed = 493582073 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 556217 Distortion: 0.0133063 Distortions/cluster: 2.7094e-05 1.44778e-05 1.27436e-05 4.20705e-05 0.00872182 2.43619e-05 0.000297016 2.17412e-05 2.86012e-05 0.00391362 2.34113e-05 3.1364e-05 4.67043e-05 2.29791e-05 0 7.82999e-05 Variance: 2.25378e-06 Variances/cluster: 5.30168e-08 5.88339e-08 6.40172e-08 4.48473e-08 0.156503 5.03183e-08 6.64411e-07 4.10172e-08 7.50627e-08 0.00391989 7.59872e-08 6.08809e-08 2.74699e-06 3.68804e-08 0 1.1137e-07 -------------------------------------------------------------- Initialization seed trial #849 of 1000; initialization seed = 493582074 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 497847 Distortion: 0.0491858 Distortions/cluster: 2.30155e-05 1.90236e-05 1.81686e-05 2.51385e-05 3.33687e-05 1.16135e-05 0.00391362 1.91876e-05 3.27799e-05 3.27848e-05 3.07045e-05 4.27926e-05 2.20376e-05 2.58135e-05 0.0446389 0.000296857 Variance: 8.33093e-06 Variances/cluster: 5.32718e-08 6.33916e-08 6.39692e-08 7.24227e-08 5.91449e-08 6.17686e-08 0.00391989 3.93959e-08 6.07967e-08 3.86579e-08 4.33642e-08 3.68859e-07 3.6123e-08 5.5748e-08 0.0422886 1.9788e-05 -------------------------------------------------------------- Initialization seed trial #850 of 1000; initialization seed = 493582075 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 604218 Distortion: 0.00459816 Distortions/cluster: 1.69003e-05 9.64317e-35 0.000293513 2.26639e-05 4.67043e-05 0 0.00391362 2.26724e-05 3.07205e-05 3.78274e-05 8.366e-05 1.90128e-05 6.60089e-05 2.37044e-35 1.16404e-05 3.32096e-05 Variance: 7.7882e-07 Variances/cluster: 6.32921e-08 6.86694e-32 6.92191e-07 3.66687e-08 2.74699e-06 0 0.00391989 4.89641e-08 4.3143e-08 3.00181e-07 9.74749e-08 3.90369e-08 7.42266e-08 0 6.15842e-08 3.89293e-08 -------------------------------------------------------------- Initialization seed trial #851 of 1000; initialization seed = 493582076 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 688868 Distortion: 0.000682248 Distortions/cluster: 4.07957e-05 9.64317e-35 7.73877e-05 0 2.53897e-05 4.67839e-05 3.77617e-05 1.08283e-34 2.97647e-05 1.27749e-35 2.37044e-35 3.73047e-05 3.00268e-05 2.57254e-05 0.000307974 2.33332e-05 Variance: 1.15557e-07 Variances/cluster: 6.98334e-08 6.86694e-32 1.16537e-07 0 4.08805e-08 8.44208e-08 4.07319e-08 0 6.11135e-08 0 0 6.0737e-08 7.58193e-08 5.38139e-08 1.71076e-05 4.15883e-08 -------------------------------------------------------------- Initialization seed trial #852 of 1000; initialization seed = 493582077 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 573645 Distortion: 0.00914282 Distortions/cluster: 4.67043e-05 2.86463e-05 2.19964e-05 2.97415e-05 0.00872182 4.81569e-35 0 3.81561e-05 4.67839e-05 2.61316e-05 3.73047e-05 1.27749e-35 4.07957e-05 1.08283e-34 2.58452e-05 7.8891e-05 Variance: 1.54858e-06 Variances/cluster: 2.74699e-06 7.5181e-08 4.09577e-08 6.2346e-08 0.156503 2.67973e-31 0 4.10244e-08 8.44208e-08 5.32163e-08 6.0737e-08 0 6.98334e-08 0 4.12815e-08 1.13994e-07 -------------------------------------------------------------- Initialization seed trial #853 of 1000; initialization seed = 493582078 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 68 BIC score: 502139 Distortion: 0.0453098 Distortions/cluster: 2.74568e-05 1.55309e-05 4.24678e-05 0.000307974 3.7004e-05 3.00803e-05 2.4569e-05 1.13485e-05 3.08605e-05 1.80048e-05 1.8614e-05 1.08283e-34 9.64327e-05 1.27749e-35 0.0446389 1.05384e-05 Variance: 7.67442e-06 Variances/cluster: 5.62588e-08 3.97082e-08 4.42334e-08 1.71076e-05 4.59054e-08 7.57631e-08 6.44644e-08 5.48063e-08 6.08638e-08 6.66632e-08 6.48368e-08 0 9.8998e-08 0 0.0422886 4.87733e-08 -------------------------------------------------------------- Initialization seed trial #854 of 1000; initialization seed = 493582079 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 84 BIC score: 502520 Distortion: 0.0453269 Distortions/cluster: 1.46538e-05 2.3944e-05 1.68335e-05 9.67072e-06 1.08283e-34 9.27613e-05 4.27239e-05 1.27749e-35 9.98402e-06 0.0446389 9.36926e-06 5.18241e-05 0.000312931 4.65189e-05 1.00229e-05 4.67043e-05 Variance: 7.67731e-06 Variances/cluster: 3.88568e-08 6.34911e-08 6.67782e-08 5.75465e-08 0 1.00928e-07 7.72522e-08 0 4.77551e-08 0.0422886 5.26192e-08 5.30928e-08 4.79179e-07 4.50724e-08 5.24591e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #855 of 1000; initialization seed = 493582080 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 687427 Distortion: 0.000711047 Distortions/cluster: 0 1.08283e-34 8.366e-05 2.51166e-05 6.81933e-05 1.13443e-05 2.24379e-05 2.5619e-05 9.64317e-35 7.86324e-05 0.000294241 1.69949e-05 4.67043e-05 1.27749e-35 3.81032e-05 2.37044e-35 Variance: 1.20435e-07 Variances/cluster: 0 0 9.74749e-08 4.22088e-08 7.6254e-08 6.13155e-08 3.6421e-08 5.42726e-08 6.86694e-32 1.25199e-07 6.81057e-07 6.17951e-08 2.74699e-06 0 4.08797e-08 0 -------------------------------------------------------------- Initialization seed trial #856 of 1000; initialization seed = 493582081 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 60 BIC score: 502160 Distortion: 0.0452836 Distortions/cluster: 1.88598e-05 3.56467e-05 0.0446389 2.86539e-05 4.16133e-05 3.24883e-05 3.28686e-05 1.08283e-34 1.55931e-05 2.03775e-05 2.97906e-05 0.000296857 3.82073e-05 2.15274e-05 1.27749e-35 3.22247e-05 Variance: 7.66999e-06 Variances/cluster: 4.60969e-08 4.40044e-08 0.0422886 4.85613e-08 7.71985e-08 8.07908e-08 3.87112e-08 0 2.51443e-07 4.47712e-08 6.58877e-08 1.9788e-05 3.67338e-07 3.58749e-08 0 5.23934e-08 -------------------------------------------------------------- Initialization seed trial #857 of 1000; initialization seed = 493582082 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 557189 Distortion: 0.0130494 Distortions/cluster: 4.07957e-05 7.61963e-05 4.67043e-05 4.67839e-05 2.86463e-05 0.00391362 2.56419e-05 3.73047e-05 2.21585e-05 0 2.94324e-05 2.06598e-05 2.07253e-05 1.88619e-05 4.81569e-35 0.00872182 Variance: 2.21026e-06 Variances/cluster: 6.98334e-08 1.13377e-07 2.74699e-06 8.44208e-08 7.5181e-08 0.00391989 5.26481e-08 6.0737e-08 4.12598e-08 0 6.24842e-08 3.53118e-08 3.99292e-08 3.92104e-08 2.67973e-31 0.156503 -------------------------------------------------------------- Initialization seed trial #858 of 1000; initialization seed = 493582083 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 571756 Distortion: 0.00939701 Distortions/cluster: 0.00872182 2.49718e-05 0.000307974 4.6908e-05 2.98939e-05 1.08283e-34 0 4.07184e-05 7.27636e-05 2.08285e-05 1.27749e-35 2.92997e-05 2.4548e-05 3.72578e-05 1.94963e-05 2.05338e-05 Variance: 1.59164e-06 Variances/cluster: 0.156503 5.30138e-08 1.71076e-05 8.44922e-08 7.58668e-08 0 0 6.9701e-08 1.21667e-07 3.53585e-08 0 6.10362e-08 4.16028e-08 6.07595e-08 3.86031e-08 4.05771e-08 -------------------------------------------------------------- Initialization seed trial #859 of 1000; initialization seed = 493582084 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 501734 Distortion: 0.0453071 Distortions/cluster: 4.67043e-05 0.000297283 7.78554e-05 1.44798e-05 4.21186e-05 2.28711e-05 2.06002e-05 2.7154e-05 2.31325e-05 1.08283e-34 1.27749e-35 2.17412e-05 2.87715e-05 0.0446389 2.11957e-05 2.42703e-05 Variance: 7.67397e-06 Variances/cluster: 2.74699e-06 6.665e-07 1.10895e-07 5.81331e-08 4.48508e-08 3.68253e-08 4.84553e-08 5.30305e-08 5.91436e-08 0 0 4.10172e-08 7.51155e-08 0.0422886 7.11044e-08 6.23709e-08 -------------------------------------------------------------- Initialization seed trial #860 of 1000; initialization seed = 493582085 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 64 BIC score: 573649 Distortion: 0.00914284 Distortions/cluster: 7.8852e-05 0.00872182 2.61719e-05 4.17764e-05 3.58899e-05 3.99696e-05 2.14045e-05 4.81569e-35 4.90368e-05 1.08283e-34 0 4.67043e-05 2.29193e-05 2.86463e-05 2.96461e-05 1.27749e-35 Variance: 1.54858e-06 Variances/cluster: 1.11995e-07 0.156503 5.31902e-08 4.46767e-08 6.04009e-08 6.86544e-08 4.07665e-08 2.67973e-31 8.51064e-08 0 0 2.74699e-06 3.68435e-08 7.5181e-08 6.24078e-08 0 -------------------------------------------------------------- Initialization seed trial #861 of 1000; initialization seed = 493582086 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 512257 Distortion: 0.0362938 Distortions/cluster: 1.56359e-05 2.98108e-05 0.0356196 2.43304e-05 4.01753e-05 1.08283e-34 6.73163e-05 2.94698e-05 2.37044e-35 1.27749e-35 1.52879e-05 2.92837e-05 2.15624e-05 8.366e-05 1.69243e-05 0.000300791 Variance: 6.14732e-06 Variances/cluster: 3.5859e-08 7.58485e-08 0.035575 5.22066e-08 3.40429e-07 0 7.54422e-08 3.75858e-08 0 0 3.77441e-08 6.11301e-08 3.58137e-08 9.74749e-08 3.7275e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #862 of 1000; initialization seed = 493582087 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 507029 Distortion: 0.0402116 Distortions/cluster: 1.95622e-05 2.37044e-35 2.06273e-05 3.26658e-05 3.61391e-05 4.90368e-05 4.67043e-05 1.45862e-05 1.91104e-05 0.000284246 0.00391362 4.0274e-05 7.43159e-05 0.0356196 2.53343e-05 1.58151e-05 Variance: 6.81091e-06 Variances/cluster: 4.39561e-08 0 3.91373e-08 3.82919e-08 6.1129e-08 8.51064e-08 2.74699e-06 4.96077e-08 3.73208e-08 8.66532e-07 0.00391989 6.8705e-08 1.17578e-07 0.035575 7.2794e-08 8.19368e-08 -------------------------------------------------------------- Initialization seed trial #863 of 1000; initialization seed = 493582088 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 607133 Distortion: 0.00433565 Distortions/cluster: 3.78274e-05 3.06463e-05 4.81569e-35 2.98108e-05 6.6306e-05 9.64317e-35 2.95339e-05 3.29907e-05 1.91579e-05 8.33627e-05 2.23296e-05 2.37044e-35 0 0.00391362 2.33547e-05 4.67043e-05 Variance: 7.34357e-07 Variances/cluster: 3.00181e-07 4.30994e-08 2.67973e-31 7.58485e-08 7.43933e-08 6.86694e-32 6.11417e-08 3.87636e-08 3.94158e-08 9.73555e-08 3.63633e-08 0 0 0.00391989 4.91633e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #864 of 1000; initialization seed = 493582089 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 75 BIC score: 512749 Distortion: 0.0360406 Distortions/cluster: 4.81569e-35 2.37044e-35 3.73047e-05 4.67043e-05 7.8852e-05 1.08283e-34 4.07957e-05 1.27749e-35 0.0356196 2.96461e-05 2.29193e-05 4.17764e-05 4.67839e-05 2.14045e-05 2.86463e-05 2.61719e-05 Variance: 6.10443e-06 Variances/cluster: 2.67973e-31 0 6.0737e-08 2.74699e-06 1.11995e-07 0 6.98334e-08 0 0.035575 6.24078e-08 3.68435e-08 4.46767e-08 8.44208e-08 4.07665e-08 7.5181e-08 5.31902e-08 -------------------------------------------------------------- Initialization seed trial #865 of 1000; initialization seed = 493582090 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 498294 Distortion: 0.0489388 Distortions/cluster: 1.90236e-05 3.00352e-05 2.51385e-05 0.0446389 1.88208e-05 4.81569e-35 3.33687e-05 4.67043e-05 2.11236e-05 1.72555e-05 3.57241e-05 0.00391362 4.62784e-05 1.95187e-05 3.27799e-05 4.04666e-05 Variance: 8.28909e-06 Variances/cluster: 6.33916e-08 4.22995e-08 7.24227e-08 0.0422886 3.47858e-08 2.67973e-31 5.91449e-08 2.74699e-06 3.59204e-08 3.89479e-08 2.95206e-07 0.00391989 7.9784e-08 4.03239e-08 6.07967e-08 6.06644e-08 -------------------------------------------------------------- Initialization seed trial #866 of 1000; initialization seed = 493582091 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 502681 Distortion: 0.0450542 Distortions/cluster: 3.44098e-05 2.48952e-05 4.34882e-05 2.31325e-05 9.6703e-05 1.08283e-34 0.0446389 2.11957e-05 2.06002e-05 4.67043e-05 2.82274e-05 1.27749e-35 3.02112e-05 3.12744e-05 1.44798e-05 4.81569e-35 Variance: 7.63114e-06 Variances/cluster: 4.43375e-08 6.38127e-08 4.53908e-08 5.91436e-08 9.77699e-08 0 0.0422886 7.11044e-08 4.84553e-08 2.74699e-06 5.71353e-08 0 7.57112e-08 6.06044e-08 5.81331e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #867 of 1000; initialization seed = 493582092 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 501948 Distortion: 0.045296 Distortions/cluster: 3.07205e-05 0.0446389 3.57241e-05 1.16404e-05 2.26724e-05 4.67043e-05 1.27749e-35 2.26639e-05 3.99696e-05 3.32096e-05 0.000293513 4.90368e-05 3.53035e-05 1.69003e-05 1.08283e-34 1.90128e-05 Variance: 7.67209e-06 Variances/cluster: 4.3143e-08 0.0422886 2.95206e-07 6.15842e-08 4.89641e-08 2.74699e-06 0 3.66687e-08 6.86544e-08 3.89293e-08 6.92191e-07 8.51064e-08 5.95142e-08 6.32921e-08 0 3.90369e-08 -------------------------------------------------------------- Initialization seed trial #868 of 1000; initialization seed = 493582093 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 573594 Distortion: 0.0091633 Distortions/cluster: 2.56419e-05 0 6.80765e-05 2.94324e-05 2.01461e-05 8.37767e-05 1.08283e-34 0.00872182 2.07909e-05 2.0567e-05 4.67043e-05 2.86463e-05 1.27749e-35 7.68511e-05 4.81569e-35 2.0846e-05 Variance: 1.55205e-06 Variances/cluster: 5.26481e-08 0 7.62086e-08 6.24842e-08 3.98898e-08 9.74973e-08 0 0.156503 3.54147e-08 4.04827e-08 2.74699e-06 7.5181e-08 0 1.13843e-07 2.67973e-31 4.00846e-08 -------------------------------------------------------------- Initialization seed trial #869 of 1000; initialization seed = 493582094 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 501830 Distortion: 0.045309 Distortions/cluster: 4.07957e-05 1.23661e-05 3.73047e-05 2.313e-05 1.35287e-05 0.000307974 1.27749e-35 3.62148e-05 1.08283e-34 7.42932e-05 0.0446389 4.67839e-05 2.12255e-05 2.22847e-05 1.08445e-05 2.33378e-05 Variance: 7.67429e-06 Variances/cluster: 6.98334e-08 5.75121e-08 6.0737e-08 6.20049e-08 3.70616e-08 1.71076e-05 0 3.99246e-08 0 1.31016e-07 0.0422886 8.44208e-08 3.54308e-08 6.42159e-08 6.09192e-08 4.01646e-08 -------------------------------------------------------------- Initialization seed trial #870 of 1000; initialization seed = 493582095 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 74 BIC score: 687340 Distortion: 0.000717959 Distortions/cluster: 0 2.29791e-05 9.64317e-35 4.20705e-05 1.27749e-35 2.86012e-05 2.37044e-35 1.08283e-34 6.81933e-05 2.16866e-05 7.95166e-05 2.7094e-05 8.366e-05 0 0.000297453 4.67043e-05 Variance: 1.21606e-07 Variances/cluster: 0 3.68804e-08 6.86694e-32 4.48473e-08 0 7.50627e-08 0 0 7.6254e-08 4.09915e-08 1.12619e-07 5.30168e-08 9.74749e-08 0 6.63905e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #871 of 1000; initialization seed = 493582096 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 66 BIC score: 512000 Distortion: 0.0362878 Distortions/cluster: 2.19964e-05 1.27749e-35 2.86463e-05 1.08283e-34 7.84947e-05 2.40209e-05 1.96059e-05 3.44908e-05 2.61316e-05 2.97415e-05 4.09224e-05 0.000307974 0.0356196 2.37044e-35 2.29193e-05 3.33158e-05 Variance: 6.14631e-06 Variances/cluster: 4.09577e-08 0 7.5181e-08 0 1.13421e-07 7.04205e-08 6.42612e-08 6.09179e-08 5.32163e-08 6.2346e-08 4.38573e-08 1.71076e-05 0.035575 0 3.68435e-08 6.16762e-08 -------------------------------------------------------------- Initialization seed trial #872 of 1000; initialization seed = 493582097 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 45 BIC score: 507334 Distortion: 0.0402105 Distortions/cluster: 2.80572e-05 3.78274e-05 0.000277029 0.0356196 6.60089e-05 2.56293e-05 1.78151e-05 2.04228e-05 1.65241e-05 2.16844e-05 1.99421e-05 2.37044e-35 0.00391362 4.67043e-05 8.366e-05 1.60456e-05 Variance: 6.81073e-06 Variances/cluster: 4.17481e-08 3.00181e-07 1.92365e-06 0.035575 7.42266e-08 5.64476e-08 3.78203e-08 4.88539e-08 3.42083e-08 6.43405e-08 3.45578e-08 0 0.00391989 2.74699e-06 9.74749e-08 3.51846e-08 -------------------------------------------------------------- Initialization seed trial #873 of 1000; initialization seed = 493582098 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 63 BIC score: 501666 Distortion: 0.0452867 Distortions/cluster: 1.62628e-05 2.91437e-05 2.03908e-05 4.08979e-05 1.08283e-34 3.67128e-05 2.94707e-05 1.27749e-35 2.34269e-05 0.0446389 0.000300791 2.84588e-05 1.6707e-05 4.07957e-05 4.67839e-05 1.79548e-05 Variance: 7.67051e-06 Variances/cluster: 3.54277e-08 4.22335e-08 3.50316e-08 3.37961e-07 0 5.98708e-08 6.28322e-08 0 4.88016e-08 0.0422886 1.87971e-05 7.48856e-08 3.43735e-08 6.98334e-08 8.44208e-08 3.83612e-08 -------------------------------------------------------------- Initialization seed trial #874 of 1000; initialization seed = 493582099 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 62 BIC score: 502025 Distortion: 0.0452845 Distortions/cluster: 2.07252e-05 0.000300791 1.08941e-05 3.80062e-05 2.20758e-05 3.54761e-05 1.27749e-35 1.91944e-05 4.15239e-05 3.79837e-05 2.88814e-05 3.23961e-05 2.30313e-05 0.0446389 3.45796e-05 1.08283e-34 Variance: 7.67014e-06 Variances/cluster: 3.5183e-08 1.87971e-05 5.52826e-08 7.64653e-08 4.89328e-08 5.56871e-08 0 6.439e-08 3.37555e-07 4.50005e-08 5.86827e-08 3.83807e-08 7.37953e-08 0.0422886 5.74364e-08 0 -------------------------------------------------------------- Initialization seed trial #875 of 1000; initialization seed = 493582100 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 555993 Distortion: 0.0133037 Distortions/cluster: 3.73047e-05 2.04856e-05 4.67839e-05 0.000307974 2.2926e-05 0.00872182 7.1417e-05 4.07957e-05 2.47442e-05 2.07134e-05 1.95083e-05 1.96776e-05 1.24683e-05 2.34455e-05 0 0.00391362 Variance: 2.25333e-06 Variances/cluster: 6.0737e-08 4.0562e-08 8.44208e-08 1.71076e-05 5.02721e-08 0.156503 1.2291e-07 6.98334e-08 4.13743e-08 3.51035e-08 7.38897e-08 3.95892e-08 6.14151e-08 5.35236e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #876 of 1000; initialization seed = 493582101 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 501589 Distortion: 0.0453072 Distortions/cluster: 1.93661e-05 0.000307974 1.27749e-35 1.25053e-05 0.0446389 2.36418e-05 2.03035e-05 1.9e-05 2.21869e-05 7.41367e-05 2.1911e-05 4.67839e-05 1.08283e-34 4.07957e-05 3.73047e-05 2.23227e-05 Variance: 7.67398e-06 Variances/cluster: 7.41939e-08 1.71076e-05 0 6.12955e-08 0.0422886 5.34834e-08 3.48817e-08 3.9334e-08 4.04832e-08 1.1674e-07 4.12601e-08 8.44208e-08 0 6.98334e-08 6.0737e-08 5.00468e-08 -------------------------------------------------------------- Initialization seed trial #877 of 1000; initialization seed = 493582102 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 571994 Distortion: 0.0093982 Distortions/cluster: 2.51159e-05 4.20705e-05 2.29791e-05 2.17412e-05 2.7094e-05 3.44908e-05 3.27799e-05 2.86012e-05 0.000297453 1.27749e-35 0 4.67043e-05 1.08283e-34 1.90462e-05 0.00872182 7.82999e-05 Variance: 1.59184e-06 Variances/cluster: 7.23574e-08 4.48473e-08 3.68804e-08 4.10172e-08 5.30168e-08 6.09179e-08 6.07967e-08 7.50627e-08 6.63905e-07 0 0 2.74699e-06 0 6.34671e-08 0.156503 1.1137e-07 -------------------------------------------------------------- Initialization seed trial #878 of 1000; initialization seed = 493582103 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 502522 Distortion: 0.0450335 Distortions/cluster: 2.34603e-05 3.10718e-05 3.67128e-05 3.57241e-05 2.95988e-05 2.86463e-05 1.90914e-05 0.0446389 1.27749e-35 4.81569e-35 3.33197e-05 4.67839e-05 4.07957e-05 4.67043e-05 1.08283e-34 2.26318e-05 Variance: 7.62762e-06 Variances/cluster: 4.85677e-08 4.32115e-08 5.98708e-08 2.95206e-07 6.24396e-08 7.5181e-08 3.95229e-08 0.0422886 0 2.67973e-31 3.8967e-08 8.44208e-08 6.98334e-08 2.74699e-06 0 3.66168e-08 -------------------------------------------------------------- Initialization seed trial #879 of 1000; initialization seed = 493582104 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 573679 Distortion: 0.00914473 Distortions/cluster: 4.55148e-05 8.14112e-05 2.2611e-05 3.3134e-05 2.31008e-05 0.00872182 4.67043e-05 1.27749e-35 1.08283e-34 0 4.81569e-35 2.63467e-05 3.30761e-05 4.16007e-05 4.0292e-05 2.91192e-05 Variance: 1.5489e-06 Variances/cluster: 7.97044e-08 1.05173e-07 4.94611e-08 7.31204e-08 3.71353e-08 0.156503 2.74699e-06 0 0 0 2.67973e-31 6.12513e-08 8.0062e-08 4.4632e-08 6.10432e-08 5.07254e-08 -------------------------------------------------------------- Initialization seed trial #880 of 1000; initialization seed = 493582105 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 557602 Distortion: 0.0130484 Distortions/cluster: 2.96641e-05 8.57833e-05 2.23127e-05 3.71344e-05 1.91944e-05 1.08941e-05 0 4.81569e-35 3.93613e-05 3.99423e-05 2.14667e-05 4.67043e-05 0.00391362 2.30833e-05 0.00872182 3.73892e-05 Variance: 2.21009e-06 Variances/cluster: 6.07671e-08 1.02358e-07 4.89156e-08 5.76566e-08 6.439e-08 5.52826e-08 0 2.67973e-31 7.65724e-08 4.37925e-08 3.58333e-08 2.74699e-06 0.00391989 7.37255e-08 0.156503 5.97222e-08 -------------------------------------------------------------- Initialization seed trial #881 of 1000; initialization seed = 493582106 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 63 BIC score: 573595 Distortion: 0.0091633 Distortions/cluster: 2.06598e-05 7.68534e-05 4.81569e-35 2.56419e-05 2.06715e-05 4.67043e-05 0 1.08283e-34 2.94324e-05 1.27749e-35 8.37767e-05 6.80765e-05 0.00872182 1.88619e-05 2.86463e-05 2.21585e-05 Variance: 1.55205e-06 Variances/cluster: 3.53118e-08 1.14015e-07 2.67973e-31 5.26481e-08 3.99025e-08 2.74699e-06 0 0 6.24842e-08 0 9.74973e-08 7.62086e-08 0.156503 3.92104e-08 7.5181e-08 4.12598e-08 -------------------------------------------------------------- Initialization seed trial #882 of 1000; initialization seed = 493582107 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 501814 Distortion: 0.0453084 Distortions/cluster: 1.27749e-35 7.74101e-05 0.0446389 3.26327e-05 2.24379e-05 0.000294556 3.48071e-05 3.81032e-05 4.67043e-05 2.53397e-05 2.54932e-05 2.50223e-05 1.08283e-34 1.85027e-05 1.71648e-05 1.12945e-05 Variance: 7.67419e-06 Variances/cluster: 0 1.23845e-07 0.0422886 6.08624e-08 3.6421e-08 6.73986e-07 6.09382e-08 4.08797e-08 2.74699e-06 5.42557e-08 7.26076e-08 4.21211e-08 0 6.29142e-08 6.17392e-08 6.1378e-08 -------------------------------------------------------------- Initialization seed trial #883 of 1000; initialization seed = 493582108 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 501933 Distortion: 0.0452952 Distortions/cluster: 2.44045e-05 1.27749e-35 1.83416e-05 1.08283e-34 4.35604e-05 2.18209e-05 2.49557e-05 3.74233e-05 3.04525e-05 2.12187e-05 0.000278297 4.90368e-05 3.99696e-05 3.53035e-05 0.0446389 3.14912e-05 Variance: 7.67195e-06 Variances/cluster: 5.10512e-08 0 3.82081e-08 0 2.7222e-06 3.59446e-08 6.89332e-08 3.14445e-07 4.313e-08 5.41243e-08 1.75015e-06 8.51064e-08 6.86544e-08 5.95142e-08 0.0422886 3.78467e-08 -------------------------------------------------------------- Initialization seed trial #884 of 1000; initialization seed = 493582109 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 497555 Distortion: 0.0491864 Distortions/cluster: 1.85219e-05 2.05135e-05 2.51159e-05 1.57913e-05 0.00391362 2.84366e-05 2.96888e-05 3.9446e-05 1.68957e-05 1.90462e-05 0.0446389 2.9099e-05 2.43221e-05 3.33687e-05 0.000300791 3.27799e-05 Variance: 8.33102e-06 Variances/cluster: 3.85837e-08 3.51218e-08 7.23574e-08 3.50888e-08 0.00391989 4.19382e-08 7.57307e-08 3.37107e-07 3.44779e-08 6.34671e-08 0.0422886 6.13853e-08 5.17444e-08 5.91449e-08 1.87971e-05 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #885 of 1000; initialization seed = 493582110 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 557704 Distortion: 0.0130278 Distortions/cluster: 3.33687e-05 3.80062e-05 3.23961e-05 2.52237e-05 4.67043e-05 0 4.81569e-35 0.00872182 1.89386e-05 0.00391362 3.79837e-05 3.57241e-05 3.27799e-05 3.50058e-05 2.07252e-05 3.54761e-05 Variance: 2.2066e-06 Variances/cluster: 5.91449e-08 7.64653e-08 3.83807e-08 7.24593e-08 2.74699e-06 0 2.67973e-31 0.156503 6.33195e-08 0.00391989 4.50005e-08 2.95206e-07 6.07967e-08 5.80478e-08 3.5183e-08 5.56871e-08 -------------------------------------------------------------- Initialization seed trial #886 of 1000; initialization seed = 493582111 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 50 BIC score: 556349 Distortion: 0.0132922 Distortions/cluster: 4.67043e-05 1.58649e-05 4.67839e-05 3.57241e-05 2.19266e-05 2.21192e-05 0.000287224 0 0.00872182 1.8687e-05 2.10179e-05 3.26027e-05 3.67128e-05 0.00391362 4.07957e-05 3.05572e-05 Variance: 2.25138e-06 Variances/cluster: 2.74699e-06 6.5824e-08 8.44208e-08 2.95206e-07 3.60001e-08 4.8503e-08 1.15807e-06 0 0.156503 3.86857e-08 4.98009e-08 3.85797e-08 5.98708e-08 0.00391989 6.98334e-08 4.30952e-08 -------------------------------------------------------------- Initialization seed trial #887 of 1000; initialization seed = 493582112 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 573911 Distortion: 0.00914534 Distortions/cluster: 9.70233e-05 2.78474e-05 1.96949e-05 3.44908e-05 4.29484e-05 3.28638e-05 0.00872182 2.43786e-05 3.00268e-05 4.81569e-35 3.71837e-05 3.0357e-05 0 4.67043e-05 1.27749e-35 1.08283e-34 Variance: 1.54901e-06 Variances/cluster: 9.98093e-08 5.64804e-08 6.41321e-08 6.09179e-08 4.45484e-08 6.08393e-08 0.156503 7.18907e-08 7.58193e-08 2.67973e-31 4.5844e-08 6.09529e-08 0 2.74699e-06 0 0 -------------------------------------------------------------- Initialization seed trial #888 of 1000; initialization seed = 493582113 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 572098 Distortion: 0.00940313 Distortions/cluster: 0.00872182 3.75684e-05 1.44798e-05 0 2.17441e-05 4.67043e-05 2.42703e-05 1.08283e-34 3.68291e-05 8.52614e-05 3.98296e-05 0.000309691 2.06002e-05 2.11957e-05 1.27749e-35 2.31325e-05 Variance: 1.59267e-06 Variances/cluster: 0.156503 6.01044e-08 5.81331e-08 0 3.59365e-08 2.74699e-06 6.23709e-08 0 5.75399e-08 1.01978e-07 4.38614e-08 5.95511e-07 4.84553e-08 7.11044e-08 0 5.91436e-08 -------------------------------------------------------------- Initialization seed trial #889 of 1000; initialization seed = 493582114 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 501709 Distortion: 0.045299 Distortions/cluster: 1.27749e-35 1.56468e-05 4.04952e-05 2.39416e-05 2.27776e-05 2.97647e-05 2.33717e-05 2.57254e-05 3.00268e-05 0.000307974 7.62307e-05 1.08283e-34 2.40201e-05 1.90592e-05 0.0446389 2.10477e-05 Variance: 7.6726e-06 Variances/cluster: 0 5.97016e-08 4.37275e-08 6.26536e-08 3.65569e-08 6.11135e-08 4.15828e-08 5.38139e-08 7.58193e-08 1.71076e-05 1.15491e-07 0 6.03328e-08 4.62452e-08 0.0422886 7.06079e-08 -------------------------------------------------------------- Initialization seed trial #890 of 1000; initialization seed = 493582115 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 60 BIC score: 556299 Distortion: 0.0133053 Distortions/cluster: 0 2.34656e-05 0.00391362 4.67043e-05 3.25448e-05 0.00872182 1.55957e-05 0.000277999 4.05401e-05 4.26433e-05 2.40201e-05 2.39416e-05 2.39563e-05 2.1099e-05 7.83283e-05 1.90592e-05 Variance: 2.25361e-06 Variances/cluster: 0 3.71249e-08 0.00391989 2.74699e-06 5.49694e-08 0.156503 5.97345e-08 1.79339e-06 7.34365e-08 4.5169e-08 6.03328e-08 6.26536e-08 4.46071e-08 7.05431e-08 1.08629e-07 4.62452e-08 -------------------------------------------------------------- Initialization seed trial #891 of 1000; initialization seed = 493582116 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 24 BIC score: 503029 Distortion: 0.0450571 Distortions/cluster: 1.27749e-35 2.4864e-05 8.38822e-05 7.37681e-05 4.81569e-35 1.72269e-05 2.30635e-05 3.25482e-05 0.0446389 1.15575e-05 1.92126e-05 3.48071e-05 4.67043e-05 2.58511e-05 2.46666e-05 1.08283e-34 Variance: 7.63162e-06 Variances/cluster: 0 7.22565e-08 1.08787e-07 5.07995e-08 2.67973e-31 6.3563e-08 4.27853e-08 6.08182e-08 0.0422886 6.17997e-08 6.35975e-08 6.09382e-08 2.74699e-06 5.61933e-08 5.44468e-08 0 -------------------------------------------------------------- Initialization seed trial #892 of 1000; initialization seed = 493582117 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 707324 Distortion: 0.000465083 Distortions/cluster: 1.08283e-34 0 3.7004e-05 4.67043e-05 6.81933e-05 4.28824e-05 9.82411e-05 3.08605e-05 9.64317e-35 8.366e-05 2.37044e-35 2.74568e-05 1.27749e-35 3.00803e-05 4.81569e-35 0 Variance: 7.87741e-08 Variances/cluster: 0 0 4.59054e-08 2.74699e-06 7.6254e-08 4.45261e-08 1.00751e-07 6.08638e-08 6.86694e-32 9.74749e-08 0 5.62588e-08 0 7.57631e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #893 of 1000; initialization seed = 493582118 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 52 BIC score: 557852 Distortion: 0.0130504 Distortions/cluster: 4.35604e-05 2.3183e-05 2.41418e-05 1.22168e-05 0.00391362 4.81569e-35 3.02098e-05 8.366e-05 2.14989e-05 6.64516e-05 0 3.14473e-05 3.85104e-05 2.18919e-05 0.00872182 1.81373e-05 Variance: 2.21043e-06 Variances/cluster: 2.7222e-06 4.78948e-08 7.22754e-08 6.20088e-08 0.00391989 2.67973e-31 4.30301e-08 9.74749e-08 3.57083e-08 7.46404e-08 0 3.78394e-08 3.18229e-07 5.62721e-08 0.156503 3.79404e-08 -------------------------------------------------------------- Initialization seed trial #894 of 1000; initialization seed = 493582119 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 572012 Distortion: 0.00939008 Distortions/cluster: 2.62597e-05 3.48071e-05 1.08283e-34 2.52487e-05 2.86463e-05 1.27749e-35 2.30492e-05 0.00872182 0 2.97415e-05 2.4864e-05 3.25482e-05 0.000307974 4.09808e-05 1.92126e-05 7.49308e-05 Variance: 1.59046e-06 Variances/cluster: 5.32602e-08 6.09382e-08 0 4.22886e-08 7.5181e-08 0 3.69336e-08 0.156503 0 6.2346e-08 7.22565e-08 6.08182e-08 1.71076e-05 4.38728e-08 6.35975e-08 1.19496e-07 -------------------------------------------------------------- Initialization seed trial #895 of 1000; initialization seed = 493582120 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 512178 Distortion: 0.0363507 Distortions/cluster: 2.4081e-05 2.94601e-05 3.80062e-05 1.08283e-34 3.87812e-05 3.53377e-05 0.0356196 1.19718e-05 1.27517e-05 1.27749e-35 2.37044e-35 2.69435e-05 6.81785e-05 0.000186436 2.6026e-05 0.000233172 Variance: 6.15696e-06 Variances/cluster: 7.10133e-08 5.92563e-08 7.64653e-08 0 5.82243e-08 5.81163e-08 0.035575 5.56649e-08 5.22441e-08 0 0 3.79979e-08 7.47505e-08 9.32104e-05 5.70561e-08 3.07586e-07 -------------------------------------------------------------- Initialization seed trial #896 of 1000; initialization seed = 493582121 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 497484 Distortion: 0.0491999 Distortions/cluster: 1.37879e-05 1.49358e-05 0.0446389 1.59653e-05 4.67839e-05 4.67043e-05 0.00391362 3.67128e-05 2.28083e-05 1.59322e-05 2.90236e-05 1.53359e-05 2.80692e-05 0.000300632 1.98323e-05 4.07957e-05 Variance: 8.33331e-06 Variances/cluster: 3.11212e-08 3.63369e-08 0.0422886 3.84671e-08 8.44208e-08 2.74699e-06 0.00391989 5.98708e-08 4.71204e-08 3.73083e-08 6.35037e-08 3.55789e-08 7.46462e-08 2.56921e-06 3.46678e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #897 of 1000; initialization seed = 493582122 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 573769 Distortion: 0.00914146 Distortions/cluster: 3.27527e-05 1.27749e-35 3.77449e-05 4.67043e-05 8.57833e-05 0 3.44908e-05 0.00872182 3.99423e-05 3.7205e-05 1.08283e-34 3.93613e-05 4.81569e-35 2.14667e-05 1.98062e-05 2.43786e-05 Variance: 1.54835e-06 Variances/cluster: 6.07463e-08 0 6.02903e-08 2.74699e-06 1.02358e-07 0 6.09179e-08 0.156503 4.37925e-08 5.76767e-08 0 7.65724e-08 2.67973e-31 3.58333e-08 6.42853e-08 7.18907e-08 -------------------------------------------------------------- Initialization seed trial #898 of 1000; initialization seed = 493582123 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 79 BIC score: 501653 Distortion: 0.0452962 Distortions/cluster: 1.27749e-35 2.39841e-05 2.89249e-05 0.000296957 1.08283e-34 3.57241e-05 0.0446389 4.07957e-05 1.8172e-05 4.67043e-05 1.97819e-05 2.86012e-05 1.74003e-05 1.67318e-05 3.67128e-05 4.67839e-05 Variance: 7.67212e-06 Variances/cluster: 0 4.81566e-08 4.20383e-08 6.76384e-07 0 2.95206e-07 0.0422886 6.98334e-08 3.84963e-08 2.74699e-06 3.44592e-08 7.50627e-08 3.45214e-08 3.66089e-08 5.98708e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #899 of 1000; initialization seed = 493582124 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 501770 Distortion: 0.0453005 Distortions/cluster: 2.27597e-05 2.57254e-05 1.93123e-05 2.96641e-05 1.08283e-34 2.23127e-05 1.0777e-05 2.93403e-05 1.27749e-35 7.73913e-05 2.30833e-05 2.25997e-05 0.000307974 4.0572e-05 0.0446389 3.00268e-05 Variance: 7.67284e-06 Variances/cluster: 4.13774e-08 5.38139e-08 6.45688e-08 6.07671e-08 0 4.89156e-08 5.49674e-08 6.03661e-08 0 1.14643e-07 7.37255e-08 3.65058e-08 1.71076e-05 4.3716e-08 0.0422886 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #900 of 1000; initialization seed = 493582125 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 571979 Distortion: 0.0093982 Distortions/cluster: 0.000297764 3.44908e-05 4.67043e-05 2.87034e-05 1.27749e-35 7.48978e-05 2.43786e-05 4.13628e-05 0.00872182 0 3.28638e-05 1.96949e-05 1.08283e-34 2.29829e-05 2.52042e-05 2.73297e-05 Variance: 1.59184e-06 Variances/cluster: 6.55815e-07 6.09179e-08 2.74699e-06 7.51338e-08 0 1.19443e-07 7.18907e-08 4.40929e-08 0.156503 0 6.08393e-08 6.41321e-08 0 3.68864e-08 4.22849e-08 5.31659e-08 -------------------------------------------------------------- Initialization seed trial #901 of 1000; initialization seed = 493582126 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 501664 Distortion: 0.0452867 Distortions/cluster: 2.44588e-05 1.7959e-05 3.96065e-05 1.6199e-05 4.90368e-05 3.99696e-05 1.65494e-05 0.0446389 2.9099e-05 2.88249e-05 3.53035e-05 1.08283e-34 0.000300791 1.27749e-35 2.96888e-05 2.03231e-05 Variance: 7.67052e-06 Variances/cluster: 5.19248e-08 3.82069e-08 3.35609e-07 3.3605e-08 8.51064e-08 6.86544e-08 3.58958e-08 0.0422886 6.13853e-08 4.20765e-08 5.95142e-08 0 1.87971e-05 0 7.57307e-08 3.49154e-08 -------------------------------------------------------------- Initialization seed trial #902 of 1000; initialization seed = 493582127 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 498152 Distortion: 0.0489595 Distortions/cluster: 4.00733e-05 1.17609e-05 1.68694e-05 0.00391362 2.56487e-05 2.35626e-05 0.0446389 4.67043e-05 2.0269e-05 2.04656e-05 3.5954e-05 1.99927e-05 4.81569e-35 4.88691e-05 7.43873e-05 2.24273e-05 Variance: 8.2926e-06 Variances/cluster: 6.87144e-08 6.18941e-08 6.34139e-08 0.00391989 5.62425e-08 5.34251e-08 0.0422886 2.74699e-06 3.48823e-08 4.04423e-08 6.0407e-08 3.97435e-08 2.67973e-31 8.51109e-08 1.1622e-07 4.08473e-08 -------------------------------------------------------------- Initialization seed trial #903 of 1000; initialization seed = 493582128 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 47 BIC score: 556410 Distortion: 0.0132828 Distortions/cluster: 2.54692e-05 0 3.24242e-05 4.67839e-05 2.29128e-05 1.14608e-05 0.00872182 1.86667e-05 0.000300791 3.93166e-05 1.89012e-05 4.07957e-05 3.67128e-05 3.09873e-05 0.00391362 2.21765e-05 Variance: 2.2498e-06 Variances/cluster: 5.57267e-08 0 3.84595e-08 8.44208e-08 5.3157e-08 6.1612e-08 0.156503 6.39223e-08 1.87971e-05 3.38897e-07 3.90483e-08 6.98334e-08 5.98708e-08 4.34566e-08 0.00391989 3.61728e-08 -------------------------------------------------------------- Initialization seed trial #904 of 1000; initialization seed = 493582129 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 688401 Distortion: 0.000687754 Distortions/cluster: 4.24907e-05 4.67839e-05 4.34495e-05 2.37044e-35 3.73047e-05 0.000307974 2.0552e-05 4.07957e-05 0 2.21424e-05 2.62596e-05 1.27749e-35 1.08283e-34 2.06708e-05 9.64317e-35 7.93302e-05 Variance: 1.16489e-07 Variances/cluster: 6.32247e-08 8.44208e-08 7.74439e-08 0 6.0737e-08 1.71076e-05 4.04531e-08 6.98334e-08 0 3.67162e-08 4.85343e-08 0 0 3.99015e-08 6.86694e-32 1.08513e-07 -------------------------------------------------------------- Initialization seed trial #905 of 1000; initialization seed = 493582130 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 557891 Distortion: 0.0130505 Distortions/cluster: 6.6306e-05 1.13353e-05 2.58959e-05 0.00391362 3.78274e-05 0 2.21746e-05 3.06463e-05 3.27445e-05 1.8786e-05 8.33627e-05 2.22447e-05 4.81569e-35 1.70273e-05 0.00872182 4.67043e-05 Variance: 2.21045e-06 Variances/cluster: 7.43933e-08 6.12668e-08 5.64133e-08 0.00391989 3.00181e-07 0 3.61697e-08 4.30994e-08 3.8656e-08 3.88907e-08 9.73555e-08 4.976e-08 2.67973e-31 6.37677e-08 0.156503 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #906 of 1000; initialization seed = 493582131 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 498110 Distortion: 0.0492 Distortions/cluster: 4.67043e-05 1.44798e-05 0.00391362 2.44321e-05 2.23091e-05 1.74113e-05 0.0446389 2.83922e-05 0.000299964 2.11839e-05 3.60151e-05 2.80488e-05 1.40187e-05 5.06284e-05 2.11957e-05 2.26511e-05 Variance: 8.33333e-06 Variances/cluster: 2.74699e-06 5.81331e-08 0.00391989 5.07897e-08 5.66035e-08 4.40756e-08 0.0422886 7.27947e-08 2.5856e-06 5.06628e-08 4.01471e-08 4.01798e-08 8.92841e-08 5.05228e-08 7.11044e-08 5.82106e-08 -------------------------------------------------------------- Initialization seed trial #907 of 1000; initialization seed = 493582132 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 571871 Distortion: 0.00939558 Distortions/cluster: 4.34495e-05 2.61723e-05 2.22475e-05 7.89936e-05 1.08283e-34 3.44908e-05 3.27799e-05 2.04141e-05 2.06641e-05 0.000307974 0 4.24086e-05 1.91514e-05 1.27749e-35 2.50109e-05 0.00872182 Variance: 1.59139e-06 Variances/cluster: 7.74439e-08 4.84626e-08 3.67685e-08 1.07758e-07 0 6.09179e-08 6.07967e-08 4.05006e-08 3.98117e-08 1.71076e-05 0 6.31966e-08 6.36054e-08 0 7.22633e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #908 of 1000; initialization seed = 493582133 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 572121 Distortion: 0.00939454 Distortions/cluster: 4.72422e-05 2.03456e-05 4.2552e-05 2.41546e-05 1.45841e-05 1.08283e-34 2.53619e-05 2.34297e-05 2.1165e-05 0.000307974 0 4.21075e-05 2.51849e-05 1.27749e-35 0.00872182 7.86183e-05 Variance: 1.59122e-06 Variances/cluster: 8.00651e-08 4.78566e-08 4.5168e-08 6.23945e-08 5.83178e-08 0 4.5858e-08 5.97506e-08 7.10012e-08 1.71076e-05 0 6.28416e-08 3.85636e-08 0 0.156503 1.08429e-07 -------------------------------------------------------------- Initialization seed trial #909 of 1000; initialization seed = 493582134 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 557574 Distortion: 0.01303 Distortions/cluster: 2.97647e-05 3.57241e-05 4.81569e-35 2.22203e-05 3.06463e-05 4.67043e-05 3.29269e-05 0.00391362 2.30806e-05 0.00872182 3.00268e-05 0 3.67128e-05 1.91579e-05 4.07957e-05 4.67839e-05 Variance: 2.20698e-06 Variances/cluster: 6.11135e-08 2.95206e-07 2.67973e-31 3.62443e-08 4.30994e-08 2.74699e-06 3.87342e-08 0.00391989 4.91031e-08 0.156503 7.58193e-08 0 5.98708e-08 3.94158e-08 6.98334e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #910 of 1000; initialization seed = 493582135 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 20 BIC score: 603674 Distortion: 0.00461845 Distortions/cluster: 2.09606e-05 9.64317e-35 1.82952e-05 2.16085e-05 2.05296e-05 0.00391362 0.000281759 2.37044e-35 0 7.67754e-05 2.01309e-05 8.21566e-05 4.67043e-05 2.7212e-05 6.81933e-05 2.05073e-05 Variance: 7.82258e-07 Variances/cluster: 4.04606e-08 6.86694e-32 8.54846e-08 4.68688e-08 4.04888e-08 0.00391989 9.48603e-07 0 0 1.139e-07 3.99387e-08 9.60592e-08 2.74699e-06 7.21747e-08 7.6254e-08 3.50511e-08 -------------------------------------------------------------- Initialization seed trial #911 of 1000; initialization seed = 493582136 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 23 BIC score: 606599 Distortion: 0.00434 Distortions/cluster: 2.11373e-05 0.00391362 3.73047e-05 9.64317e-35 2.30136e-05 4.81569e-35 4.67043e-05 2.08307e-05 4.1794e-05 0 7.77677e-05 4.67839e-05 4.07957e-05 2.30061e-05 4.72422e-05 2.37044e-35 Variance: 7.35095e-07 Variances/cluster: 4.05671e-08 0.00391989 6.0737e-08 6.86694e-32 3.75383e-08 2.67973e-31 2.74699e-06 4.10017e-08 6.25604e-08 0 1.10928e-07 8.44208e-08 6.98334e-08 4.31593e-08 8.00651e-08 0 -------------------------------------------------------------- Initialization seed trial #912 of 1000; initialization seed = 493582137 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 501967 Distortion: 0.0452958 Distortions/cluster: 3.53035e-05 3.33853e-05 1.27749e-35 4.90368e-05 3.82031e-05 2.35726e-05 0.0446389 3.99696e-05 4.35604e-05 3.11675e-05 2.2302e-05 0.000294184 1.91469e-05 1.12608e-05 1.08283e-34 1.58102e-05 Variance: 7.67206e-06 Variances/cluster: 5.95142e-08 3.89981e-08 0 8.51064e-08 3.15692e-07 4.9414e-08 0.0422886 6.86544e-08 2.7222e-06 4.31645e-08 3.63182e-08 6.95413e-07 3.98025e-08 6.11949e-08 0 6.15136e-08 -------------------------------------------------------------- Initialization seed trial #913 of 1000; initialization seed = 493582138 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 556402 Distortion: 0.0132918 Distortions/cluster: 3.27996e-05 3.67128e-05 4.07957e-05 2.06242e-05 0.00872182 1.89988e-05 4.67839e-05 4.67043e-05 2.13825e-05 0.000277029 2.60394e-05 3.06655e-05 3.57241e-05 0 2.2123e-05 0.00391362 Variance: 2.25133e-06 Variances/cluster: 3.86754e-08 5.98708e-08 6.98334e-08 6.40454e-08 0.156503 3.93313e-08 8.44208e-08 2.74699e-06 4.89257e-08 1.92365e-06 5.70993e-08 4.31263e-08 2.95206e-07 0 3.61445e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #914 of 1000; initialization seed = 493582139 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 501417 Distortion: 0.0453115 Distortions/cluster: 1.08283e-34 7.36604e-05 2.62273e-05 1.90916e-05 3.41628e-05 2.1474e-05 1.27749e-35 2.2217e-05 2.11259e-05 0.0002974 3.33079e-05 2.19528e-05 2.86012e-05 0.0446389 2.66399e-05 4.67043e-05 Variance: 7.67471e-06 Variances/cluster: 0 1.14726e-07 6.12585e-08 3.9442e-08 7.4731e-08 4.74936e-08 0 4.05381e-08 3.56816e-08 6.65271e-07 8.00416e-08 4.12611e-08 7.50627e-08 0.0422886 5.26433e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #915 of 1000; initialization seed = 493582140 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 49 BIC score: 498336 Distortion: 0.0489528 Distortions/cluster: 1.0777e-05 2.96641e-05 0.00391362 7.84947e-05 2.30833e-05 4.09224e-05 2.23127e-05 4.81569e-35 1.93123e-05 2.61316e-05 2.93148e-05 4.67043e-05 0.0446389 2.29193e-05 2.86463e-05 2.19964e-05 Variance: 8.29147e-06 Variances/cluster: 5.49674e-08 6.07671e-08 0.00391989 1.13421e-07 7.37255e-08 4.38573e-08 4.89156e-08 2.67973e-31 6.45688e-08 5.32163e-08 6.15806e-08 2.74699e-06 0.0422886 3.68435e-08 7.5181e-08 4.09577e-08 -------------------------------------------------------------- Initialization seed trial #916 of 1000; initialization seed = 493582141 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 498505 Distortion: 0.0489401 Distortions/cluster: 0.00391362 4.07957e-05 2.22447e-05 3.67128e-05 4.67043e-05 1.8786e-05 1.13353e-05 3.06463e-05 4.81569e-35 2.58959e-05 4.67839e-05 3.27445e-05 3.57241e-05 2.21746e-05 0.0446389 1.70273e-05 Variance: 8.28932e-06 Variances/cluster: 0.00391989 6.98334e-08 4.976e-08 5.98708e-08 2.74699e-06 3.88907e-08 6.12668e-08 4.30994e-08 2.67973e-31 5.64133e-08 8.44208e-08 3.8656e-08 2.95206e-07 3.61697e-08 0.0422886 6.37677e-08 -------------------------------------------------------------- Initialization seed trial #917 of 1000; initialization seed = 493582142 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 22 BIC score: 556191 Distortion: 0.0133047 Distortions/cluster: 2.87715e-05 2.61887e-05 2.41322e-05 7.84947e-05 0 2.94601e-05 0.000298073 0.00391362 0.00872182 2.70022e-05 2.29958e-05 4.67043e-05 1.25394e-05 2.20533e-05 1.19718e-05 4.08461e-05 Variance: 2.2535e-06 Variances/cluster: 7.51155e-08 5.71621e-08 7.09548e-08 1.13421e-07 0 5.92563e-08 6.49343e-07 0.00391989 0.156503 5.3254e-08 3.69071e-08 2.74699e-06 5.20141e-08 4.09873e-08 5.56649e-08 4.38224e-08 -------------------------------------------------------------- Initialization seed trial #918 of 1000; initialization seed = 493582143 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 512426 Distortion: 0.0363018 Distortions/cluster: 1.27749e-35 2.97415e-05 2.37044e-35 4.08461e-05 0.000307974 2.86463e-05 0.0356196 4.0274e-05 0 4.90368e-05 7.84947e-05 3.61391e-05 2.61316e-05 2.19964e-05 1.08283e-34 2.29958e-05 Variance: 6.14868e-06 Variances/cluster: 0 6.2346e-08 0 4.38224e-08 1.71076e-05 7.5181e-08 0.035575 6.8705e-08 0 8.51064e-08 1.13421e-07 6.1129e-08 5.32163e-08 4.09577e-08 0 3.69071e-08 -------------------------------------------------------------- Initialization seed trial #919 of 1000; initialization seed = 493582144 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 60 BIC score: 556302 Distortion: 0.0132827 Distortions/cluster: 3.36824e-05 2.86463e-05 1.93914e-05 1.96949e-05 3.33853e-05 2.2411e-05 3.30006e-05 2.31568e-05 4.67043e-05 0 0.000300632 3.25482e-05 0.00872182 0.00391362 2.43786e-05 2.95988e-05 Variance: 2.24977e-06 Variances/cluster: 5.91764e-08 7.5181e-08 3.99784e-08 6.41321e-08 3.89981e-08 3.64364e-08 4.55769e-08 4.79393e-08 2.74699e-06 0 2.56921e-06 6.08182e-08 0.156503 0.00391989 7.18907e-08 6.24396e-08 -------------------------------------------------------------- Initialization seed trial #920 of 1000; initialization seed = 493582145 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 556100 Distortion: 0.01329 Distortions/cluster: 2.92125e-05 1.60534e-05 0.00391362 2.23264e-05 2.04943e-05 4.67043e-05 1.85706e-05 0 4.07957e-05 4.67839e-05 0.000300632 1.67752e-05 2.90326e-05 0.00872182 3.05004e-05 3.67128e-05 Variance: 2.25102e-06 Variances/cluster: 6.18859e-08 3.35815e-08 0.00391989 4.71974e-08 3.50889e-08 2.74699e-06 3.90922e-08 0 6.98334e-08 8.44208e-08 2.56921e-06 3.59951e-08 7.5797e-08 0.156503 4.44573e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #921 of 1000; initialization seed = 493582146 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 557508 Distortion: 0.0130494 Distortions/cluster: 2.28214e-05 2.29781e-05 3.58899e-05 4.90368e-05 1.9419e-05 3.99696e-05 4.04796e-05 0.00872182 1.25053e-05 0 2.4224e-05 2.24268e-05 0.00391362 7.75199e-05 4.67043e-05 4.81569e-35 Variance: 2.21027e-06 Variances/cluster: 4.13392e-08 5.02762e-08 6.04009e-08 8.51064e-08 7.41129e-08 6.86544e-08 4.36635e-08 0.156503 6.12955e-08 0 5.4309e-08 3.63439e-08 0.00391989 1.16037e-07 2.74699e-06 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #922 of 1000; initialization seed = 493582147 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 497691 Distortion: 0.0492135 Distortions/cluster: 2.39416e-05 1.90592e-05 2.1424e-05 1.51783e-05 4.67043e-05 0.00391362 2.38233e-05 7.39602e-05 0.0446389 2.46737e-05 2.41102e-05 1.54704e-05 4.0754e-05 2.22535e-05 2.27233e-05 0.000286855 Variance: 8.33562e-06 Variances/cluster: 6.26536e-08 4.62452e-08 7.09182e-08 5.90404e-08 2.74699e-06 0.00391989 5.50142e-08 1.19666e-07 0.0422886 4.17451e-08 6.04074e-08 6.52705e-08 4.37706e-08 3.62393e-08 4.8654e-08 1.19018e-06 -------------------------------------------------------------- Initialization seed trial #923 of 1000; initialization seed = 493582148 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 603918 Distortion: 0.00459637 Distortions/cluster: 0 0.00391362 8.254e-05 4.67043e-05 3.93613e-05 0.000313744 2.96641e-05 1.08941e-05 2.30833e-05 2.19757e-05 3.2895e-05 2.23127e-05 9.64317e-35 1.91944e-05 2.37044e-35 4.03758e-05 Variance: 7.78517e-07 Variances/cluster: 0 0.00391989 1.0487e-07 2.74699e-06 6.06439e-08 5.67303e-07 6.07671e-08 5.52826e-08 7.37255e-08 3.61401e-08 5.30514e-08 4.89156e-08 6.86694e-32 6.439e-08 0 4.40265e-08 -------------------------------------------------------------- Initialization seed trial #924 of 1000; initialization seed = 493582149 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 507221 Distortion: 0.0402165 Distortions/cluster: 0.00391362 2.08234e-05 2.0573e-05 3.58899e-05 2.09612e-05 2.66652e-05 0.0002974 3.99696e-05 0.0356196 7.6242e-05 2.37044e-35 2.86012e-05 4.67043e-05 0 4.90368e-05 2.0415e-05 Variance: 6.81173e-06 Variances/cluster: 0.00391989 3.54702e-08 4.02568e-08 6.04009e-08 4.01518e-08 5.26933e-08 6.65271e-07 6.86544e-08 0.035575 1.14639e-07 0 7.50627e-08 2.74699e-06 0 8.51064e-08 3.96373e-08 -------------------------------------------------------------- Initialization seed trial #925 of 1000; initialization seed = 493582150 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 501966 Distortion: 0.0453059 Distortions/cluster: 1.03132e-05 1.56144e-05 0.000307974 1.80626e-05 1.17151e-05 1.08283e-34 4.21075e-05 2.37082e-05 1.27749e-35 1.85751e-05 4.72422e-05 2.51849e-05 7.86183e-05 2.53619e-05 0.0446389 4.2552e-05 Variance: 7.67377e-06 Variances/cluster: 4.84033e-08 3.99216e-08 1.71076e-05 6.66305e-08 5.5242e-08 0 6.28416e-08 6.28657e-08 0 6.47015e-08 8.00651e-08 3.85636e-08 1.08429e-07 4.5858e-08 0.0422886 4.5168e-08 -------------------------------------------------------------- Initialization seed trial #926 of 1000; initialization seed = 493582151 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 571868 Distortion: 0.00939548 Distortions/cluster: 3.35214e-05 2.36116e-05 2.30872e-05 7.75849e-05 1.94952e-05 1.08283e-34 3.48071e-05 2.0869e-05 2.29702e-05 4.1844e-05 0 1.27749e-35 4.70304e-05 0.000307974 0.00872182 2.08674e-05 Variance: 1.59138e-06 Variances/cluster: 6.22874e-08 6.96288e-08 4.34746e-08 1.09728e-07 6.41085e-08 0 6.09382e-08 4.11581e-08 3.72851e-08 6.26353e-08 0 0 7.99773e-08 1.71076e-05 0.156503 4.04371e-08 -------------------------------------------------------------- Initialization seed trial #927 of 1000; initialization seed = 493582152 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 571996 Distortion: 0.0093982 Distortions/cluster: 1.94952e-05 2.17412e-05 1.08283e-34 3.35214e-05 7.82999e-05 4.20705e-05 2.36116e-05 1.27749e-35 2.29791e-05 2.86012e-05 0.000297453 2.7094e-05 0 4.67043e-05 3.48071e-05 0.00872182 Variance: 1.59184e-06 Variances/cluster: 6.41085e-08 4.10172e-08 0 6.22874e-08 1.1137e-07 4.48473e-08 6.96288e-08 0 3.68804e-08 7.50627e-08 6.63905e-07 5.30168e-08 0 2.74699e-06 6.09382e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #928 of 1000; initialization seed = 493582153 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 60 BIC score: 501785 Distortion: 0.0452827 Distortions/cluster: 1.27749e-35 1.08283e-34 4.00975e-05 0.0446389 3.38285e-05 3.31476e-05 2.48637e-05 1.91975e-05 0.000300791 3.14248e-05 2.15545e-05 2.92125e-05 2.2343e-05 3.33079e-05 2.90326e-05 2.50039e-05 Variance: 7.66984e-06 Variances/cluster: 0 0 3.36915e-07 0.0422886 7.48182e-08 3.88566e-08 5.10503e-08 3.9825e-08 1.87971e-05 4.34007e-08 4.75663e-08 6.18859e-08 3.62669e-08 8.00416e-08 7.5797e-08 5.82649e-08 -------------------------------------------------------------- Initialization seed trial #929 of 1000; initialization seed = 493582154 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 557430 Distortion: 0.0130424 Distortions/cluster: 2.50109e-05 2.86463e-05 0.00872182 1.91514e-05 2.29193e-05 2.97415e-05 0.00391362 4.09224e-05 3.27799e-05 3.44908e-05 2.61316e-05 7.84947e-05 0 2.19964e-05 4.67043e-05 4.81569e-35 Variance: 2.20908e-06 Variances/cluster: 7.22633e-08 7.5181e-08 0.156503 6.36054e-08 3.68435e-08 6.2346e-08 0.00391989 4.38573e-08 6.07967e-08 6.09179e-08 5.32163e-08 1.13421e-07 0 4.09577e-08 2.74699e-06 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #930 of 1000; initialization seed = 493582155 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 44 BIC score: 603677 Distortion: 0.00461734 Distortions/cluster: 2.32267e-05 2.08649e-05 2.361e-05 1.98207e-05 2.19622e-05 0.00391362 2.03855e-05 1.84977e-05 9.64317e-35 4.67043e-05 7.22533e-05 0 6.80765e-05 2.37044e-35 0.000284539 8.37767e-05 Variance: 7.8207e-07 Variances/cluster: 5.52966e-08 4.5954e-08 4.05632e-08 6.78735e-08 4.13564e-08 0.00391989 3.49026e-08 3.86947e-08 6.86694e-32 2.74699e-06 1.22452e-07 0 7.62086e-08 0 1.40157e-06 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #931 of 1000; initialization seed = 493582156 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 63 BIC score: 556123 Distortion: 0.0132832 Distortions/cluster: 4.07957e-05 2.91437e-05 4.08979e-05 1.6707e-05 0.00872182 0.00391362 1.79548e-05 2.94707e-05 2.03908e-05 0 2.34269e-05 3.67128e-05 1.62628e-05 2.84588e-05 0.000300791 4.67839e-05 Variance: 2.24987e-06 Variances/cluster: 6.98334e-08 4.22335e-08 3.37961e-07 3.43735e-08 0.156503 0.00391989 3.83612e-08 6.28322e-08 3.50316e-08 0 4.88016e-08 5.98708e-08 3.54277e-08 7.48856e-08 1.87971e-05 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #932 of 1000; initialization seed = 493582157 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 80 BIC score: 502333 Distortion: 0.0450492 Distortions/cluster: 4.09224e-05 2.62273e-05 0.0446389 2.29193e-05 1.27749e-35 3.41105e-05 7.80506e-05 4.81569e-35 2.86463e-05 2.15263e-05 1.08283e-34 2.19964e-05 2.61316e-05 3.33079e-05 4.67043e-05 2.97415e-05 Variance: 7.63029e-06 Variances/cluster: 4.38573e-08 6.12585e-08 0.0422886 3.68435e-08 0 7.47801e-08 1.12943e-07 2.67973e-31 7.5181e-08 4.75042e-08 0 4.09577e-08 5.32163e-08 8.00416e-08 2.74699e-06 6.2346e-08 -------------------------------------------------------------- Initialization seed trial #933 of 1000; initialization seed = 493582158 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 506975 Distortion: 0.040181 Distortions/cluster: 2.43221e-05 4.67839e-05 2.83461e-05 2.06198e-05 2.96888e-05 0.0356196 3.67128e-05 3.96065e-05 1.82039e-05 2.9099e-05 4.07957e-05 0.00391362 2.37044e-35 1.62843e-05 1.65399e-05 0.000300791 Variance: 6.80572e-06 Variances/cluster: 5.17444e-08 8.44208e-08 4.19284e-08 3.52434e-08 7.57307e-08 0.035575 5.98708e-08 3.35609e-07 3.82398e-08 6.13853e-08 6.98334e-08 0.00391989 0 3.36423e-08 3.59531e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #934 of 1000; initialization seed = 493582159 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 556231 Distortion: 0.0133049 Distortions/cluster: 1.89788e-05 0.00872182 3.80343e-05 3.27799e-05 0.000293803 2.19517e-05 1.16404e-05 2.57806e-05 2.51848e-05 4.67043e-05 0.00391362 7.8237e-05 1.69003e-05 3.44908e-05 2.49934e-05 0 Variance: 2.25354e-06 Variances/cluster: 6.34539e-08 0.156503 4.09375e-08 6.07967e-08 6.8162e-07 4.09507e-08 6.15842e-08 4.12441e-08 7.23474e-08 2.74699e-06 0.00391989 1.13541e-07 6.32921e-08 6.09179e-08 5.35143e-08 0 -------------------------------------------------------------- Initialization seed trial #935 of 1000; initialization seed = 493582160 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 501829 Distortion: 0.0453084 Distortions/cluster: 4.67043e-05 7.84034e-05 1.13443e-05 2.36116e-05 2.49396e-05 1.94952e-05 1.6844e-05 0.000294207 0.0446389 3.48071e-05 1.08283e-34 1.27749e-35 4.07912e-05 2.28553e-05 3.35214e-05 2.19517e-05 Variance: 7.67419e-06 Variances/cluster: 2.74699e-06 1.13453e-07 6.13155e-08 6.96288e-08 5.35135e-08 6.41085e-08 6.19217e-08 6.82558e-07 0.0422886 6.09382e-08 0 0 4.38106e-08 3.67998e-08 6.22874e-08 4.09507e-08 -------------------------------------------------------------- Initialization seed trial #936 of 1000; initialization seed = 493582161 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 502018 Distortion: 0.0453061 Distortions/cluster: 3.74741e-05 8.53958e-05 1.08283e-34 3.99715e-05 1.18632e-05 2.14667e-05 0.0446389 1.13743e-05 1.96863e-05 3.69625e-05 3.93613e-05 2.47531e-05 1.27749e-35 1.16411e-05 0.000307974 1.9231e-05 Variance: 7.67379e-06 Variances/cluster: 5.97623e-08 1.01895e-07 0 4.38246e-08 5.70167e-08 3.58333e-08 0.0422886 5.4405e-08 4.44241e-08 5.75683e-08 7.65724e-08 6.18624e-08 0 5.05972e-08 1.71076e-05 7.33777e-08 -------------------------------------------------------------- Initialization seed trial #937 of 1000; initialization seed = 493582162 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 556222 Distortion: 0.0132812 Distortions/cluster: 1.79971e-05 1.69488e-05 2.50318e-05 3.42641e-05 0.00391362 3.2548e-05 0.00872182 3.36824e-05 3.54116e-05 1.89618e-05 4.00802e-05 3.80062e-05 3.26327e-05 0 1.94305e-05 0.000300791 Variance: 2.24953e-06 Variances/cluster: 3.87001e-08 3.35591e-08 7.23235e-08 5.60733e-08 0.00391989 4.23766e-08 0.156503 5.91764e-08 5.87208e-08 6.3397e-08 3.39624e-07 7.64653e-08 6.08624e-08 0 3.41445e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #938 of 1000; initialization seed = 493582163 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 512170 Distortion: 0.0362976 Distortions/cluster: 3.26255e-05 7.93035e-05 4.05401e-05 4.67043e-05 2.36116e-05 2.34103e-05 0.0356196 1.94952e-05 3.35214e-05 2.37044e-35 3.48071e-05 0.000277999 3.99122e-05 1.27749e-35 1.08283e-34 2.61339e-05 Variance: 6.14797e-06 Variances/cluster: 5.50129e-08 1.09829e-07 7.34365e-08 2.74699e-06 6.96288e-08 4.35904e-08 0.035575 6.41085e-08 6.22874e-08 0 6.09382e-08 1.79339e-06 4.2321e-08 0 0 4.13463e-08 -------------------------------------------------------------- Initialization seed trial #939 of 1000; initialization seed = 493582164 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 690162 Distortion: 0.000666202 Distortions/cluster: 1.08283e-34 3.71941e-05 3.88687e-05 3.2622e-05 4.06713e-05 3.67128e-05 1.27749e-35 0 2.05708e-05 9.64317e-35 4.6908e-05 3.43566e-05 0.000300791 3.61171e-05 2.37044e-35 4.13892e-05 Variance: 1.12839e-07 Variances/cluster: 0 4.48083e-08 7.65071e-08 3.85114e-08 6.97398e-08 5.98708e-08 0 0 3.50399e-08 6.86694e-32 8.44922e-08 5.47899e-08 1.87971e-05 5.86267e-08 0 3.39217e-07 -------------------------------------------------------------- Initialization seed trial #940 of 1000; initialization seed = 493582165 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 507491 Distortion: 0.0402125 Distortions/cluster: 4.29557e-05 3.80351e-05 9.66205e-05 1.20926e-05 1.77746e-05 0.000299093 2.85345e-05 2.02174e-05 0.0356196 0.00391362 1.16762e-05 2.87715e-05 2.37044e-35 1.1517e-05 4.67043e-05 2.53165e-05 Variance: 6.81106e-06 Variances/cluster: 4.4556e-08 4.64357e-08 9.94973e-08 5.59664e-08 7.22321e-08 6.1791e-07 5.57265e-08 4.5726e-08 0.035575 0.00391989 5.66627e-08 7.51155e-08 0 5.00577e-08 2.74699e-06 6.14275e-08 -------------------------------------------------------------- Initialization seed trial #941 of 1000; initialization seed = 493582166 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 29 BIC score: 498430 Distortion: 0.0492108 Distortions/cluster: 0.000300791 0.00391362 2.14162e-05 3.1113e-05 1.80977e-05 0.0446389 8.03927e-05 9.12399e-06 3.02903e-05 1.45729e-05 1.33194e-05 5.68468e-05 1.82066e-05 1.47146e-05 1.32174e-05 3.6115e-05 Variance: 8.33516e-06 Variances/cluster: 1.87971e-05 0.00391989 3.56896e-08 3.75728e-08 3.83389e-08 0.0422886 9.47727e-08 5.92416e-08 4.27792e-08 3.97048e-08 4.64052e-08 6.54704e-08 5.071e-08 6.48171e-08 2.20239e-07 3.37485e-07 -------------------------------------------------------------- Initialization seed trial #942 of 1000; initialization seed = 493582167 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 61 BIC score: 556412 Distortion: 0.0133132 Distortions/cluster: 1.6318e-05 0 1.82311e-05 2.0401e-05 3.78274e-05 2.20219e-05 0.00872182 1.60884e-05 2.82968e-05 6.6306e-05 0.00391362 4.67043e-05 0.000282865 8.33627e-05 2.25804e-05 1.67821e-05 Variance: 2.25495e-06 Variances/cluster: 6.57929e-08 0 3.83777e-08 3.49891e-08 3.00181e-07 4.83953e-08 0.156503 3.52012e-08 4.17937e-08 7.43933e-08 0.00391989 2.74699e-06 1.5372e-06 9.73555e-08 5.06244e-08 3.44571e-08 -------------------------------------------------------------- Initialization seed trial #943 of 1000; initialization seed = 493582168 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 34 BIC score: 501667 Distortion: 0.0452866 Distortions/cluster: 1.8821e-05 1.08283e-34 2.9099e-05 1.63126e-05 0.000296857 2.06198e-05 2.80623e-05 4.32487e-05 0.0446389 2.96888e-05 1.27749e-35 3.99696e-05 1.63351e-05 3.53035e-05 2.43221e-05 4.90368e-05 Variance: 7.67049e-06 Variances/cluster: 3.92065e-08 0 6.13853e-08 3.36313e-08 1.9788e-05 3.52434e-08 4.14473e-08 3.69605e-07 0.0422886 7.57307e-08 0 6.86544e-08 3.58195e-08 5.95142e-08 5.17444e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #944 of 1000; initialization seed = 493582169 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 557458 Distortion: 0.0130493 Distortions/cluster: 4.67043e-05 0 4.0274e-05 2.42789e-05 2.34974e-05 4.90368e-05 0.00391362 1.20795e-05 2.45917e-05 3.58445e-05 0.00872182 2.35481e-05 2.33155e-05 4.81569e-35 3.61391e-05 7.45907e-05 Variance: 2.21025e-06 Variances/cluster: 2.74699e-06 0 6.8705e-08 7.24689e-08 4.7755e-08 8.51064e-08 0.00391989 6.16251e-08 4.03758e-08 3.96914e-08 0.156503 5.88648e-08 4.04745e-08 2.67973e-31 6.1129e-08 1.20103e-07 -------------------------------------------------------------- Initialization seed trial #945 of 1000; initialization seed = 493582170 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 42 BIC score: 573649 Distortion: 0.00914284 Distortions/cluster: 4.17764e-05 3.99696e-05 0 3.58899e-05 2.96461e-05 1.08283e-34 2.29193e-05 4.67043e-05 7.8852e-05 1.27749e-35 4.81569e-35 2.61719e-05 0.00872182 2.86463e-05 2.14045e-05 4.90368e-05 Variance: 1.54858e-06 Variances/cluster: 4.46767e-08 6.86544e-08 0 6.04009e-08 6.24078e-08 0 3.68435e-08 2.74699e-06 1.11995e-07 0 2.67973e-31 5.31902e-08 0.156503 7.5181e-08 4.07665e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #946 of 1000; initialization seed = 493582171 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 573638 Distortion: 0.00914282 Distortions/cluster: 2.86463e-05 1.08283e-34 4.67839e-05 4.81569e-35 0.00872182 4.12818e-05 2.62597e-05 7.52486e-05 2.52487e-05 2.97415e-05 3.73047e-05 0 4.67043e-05 2.29829e-05 1.27749e-35 4.07957e-05 Variance: 1.54858e-06 Variances/cluster: 7.5181e-08 0 8.44208e-08 2.67973e-31 0.156503 4.40536e-08 5.32602e-08 1.20195e-07 4.22886e-08 6.2346e-08 6.0737e-08 0 2.74699e-06 3.68864e-08 0 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #947 of 1000; initialization seed = 493582172 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 557501 Distortion: 0.0130494 Distortions/cluster: 1.17603e-05 7.66228e-05 2.23695e-05 4.81569e-35 0.00391362 4.02382e-05 4.67043e-05 2.29305e-05 4.0274e-05 2.34065e-05 3.61391e-05 4.90368e-05 0.00872182 2.59298e-05 0 1.85524e-05 Variance: 2.21027e-06 Variances/cluster: 6.18911e-08 1.16437e-07 3.6251e-08 2.67973e-31 0.00391989 4.35912e-08 2.74699e-06 4.10902e-08 6.8705e-08 5.48112e-08 6.1129e-08 8.51064e-08 0.156503 5.54009e-08 0 6.37491e-08 -------------------------------------------------------------- Initialization seed trial #948 of 1000; initialization seed = 493582173 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 40 BIC score: 512864 Distortion: 0.0360392 Distortions/cluster: 3.79002e-05 4.67043e-05 8.57062e-05 3.93613e-05 2.40007e-05 3.48071e-05 0.0356196 4.81569e-35 1.27749e-35 2.37044e-35 3.98296e-05 2.17441e-05 3.69625e-05 1.08283e-34 1.91074e-05 3.35214e-05 Variance: 6.1042e-06 Variances/cluster: 6.03455e-08 2.74699e-06 1.02388e-07 7.65724e-08 6.9951e-08 6.09382e-08 0.035575 2.67973e-31 0 0 4.38614e-08 3.59365e-08 5.75683e-08 0 6.36709e-08 6.22874e-08 -------------------------------------------------------------- Initialization seed trial #949 of 1000; initialization seed = 493582174 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 502380 Distortion: 0.0450459 Distortions/cluster: 1.98062e-05 2.51786e-05 2.43786e-05 1.27749e-35 7.74101e-05 3.44908e-05 2.25053e-05 3.81032e-05 2.97647e-05 2.58561e-05 3.27527e-05 4.67043e-05 1.08283e-34 3.00268e-05 4.81569e-35 0.0446389 Variance: 7.62973e-06 Variances/cluster: 6.42853e-08 4.22419e-08 7.18907e-08 0 1.23845e-07 6.09179e-08 3.64712e-08 4.08797e-08 6.11135e-08 5.3862e-08 6.07463e-08 2.74699e-06 0 7.58193e-08 2.67973e-31 0.0422886 -------------------------------------------------------------- Initialization seed trial #950 of 1000; initialization seed = 493582175 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 501898 Distortion: 0.0452957 Distortions/cluster: 1.27749e-35 3.57241e-05 2.1676e-05 0.000287597 4.67043e-05 3.99696e-05 4.90368e-05 0.0446389 2.30691e-05 3.53035e-05 3.04905e-05 1.08283e-34 2.04468e-05 3.18004e-05 1.84881e-05 1.64815e-05 Variance: 7.67204e-06 Variances/cluster: 0 2.95206e-07 3.5824e-08 1.13666e-06 2.74699e-06 6.86544e-08 8.51064e-08 0.0422886 4.80567e-08 5.95142e-08 4.31228e-08 0 5.07318e-08 3.80809e-08 3.8433e-08 6.61852e-08 -------------------------------------------------------------- Initialization seed trial #951 of 1000; initialization seed = 493582176 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 65 BIC score: 502399 Distortion: 0.0450459 Distortions/cluster: 1.94952e-05 0.0446389 4.81569e-35 1.27749e-35 2.86463e-05 4.09224e-05 2.61316e-05 1.08283e-34 2.19964e-05 3.48071e-05 4.67043e-05 2.97415e-05 2.29193e-05 7.84947e-05 3.35214e-05 2.36116e-05 Variance: 7.62973e-06 Variances/cluster: 6.41085e-08 0.0422886 2.67973e-31 0 7.5181e-08 4.38573e-08 5.32163e-08 0 4.09577e-08 6.09382e-08 2.74699e-06 6.2346e-08 3.68435e-08 1.13421e-07 6.22874e-08 6.96288e-08 -------------------------------------------------------------- Initialization seed trial #952 of 1000; initialization seed = 493582177 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 88 BIC score: 501591 Distortion: 0.0453044 Distortions/cluster: 0.0446389 2.39416e-05 2.2821e-05 7.74963e-05 2.0688e-05 1.27749e-35 0.000307974 2.11739e-05 1.08283e-34 2.28344e-05 2.40201e-05 4.70304e-05 1.55206e-05 4.1844e-05 2.11041e-05 1.90592e-05 Variance: 7.67351e-06 Variances/cluster: 0.0422886 6.26536e-08 3.71635e-08 1.08986e-07 4.04027e-08 0 1.71076e-05 7.05577e-08 0 4.34072e-08 6.03328e-08 7.99773e-08 5.96754e-08 6.26353e-08 4.11349e-08 4.62452e-08 -------------------------------------------------------------- Initialization seed trial #953 of 1000; initialization seed = 493582178 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 572132 Distortion: 0.00939456 Distortions/cluster: 1.08283e-34 3.93613e-05 1.27749e-35 2.17441e-05 1.91062e-05 2.42292e-05 0.00872182 3.79002e-05 0.000307974 2.1601e-05 3.96953e-05 0 3.69625e-05 1.48331e-05 8.53958e-05 2.39416e-05 Variance: 1.59122e-06 Variances/cluster: 0 7.65724e-08 0 3.59365e-08 4.6247e-08 6.05536e-08 0.156503 6.03455e-08 1.71076e-05 7.10339e-08 4.38099e-08 0 5.75683e-08 5.86099e-08 1.01895e-07 6.26536e-08 -------------------------------------------------------------- Initialization seed trial #954 of 1000; initialization seed = 493582179 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 501923 Distortion: 0.0453195 Distortions/cluster: 8.63552e-06 1.27749e-35 0.000296801 1.43367e-05 8.366e-05 1.22381e-05 1.08283e-34 6.73163e-05 2.87034e-05 0.0446389 4.35604e-05 2.84694e-05 3.90357e-05 1.64153e-05 1.73983e-05 2.39988e-05 Variance: 7.67607e-06 Variances/cluster: 3.49576e-08 0 6.79123e-07 3.26548e-08 9.74749e-08 3.00657e-08 0 7.54422e-08 7.51338e-08 0.0422886 2.7222e-06 4.19248e-08 3.17326e-07 3.52229e-08 3.77368e-08 4.84781e-08 -------------------------------------------------------------- Initialization seed trial #955 of 1000; initialization seed = 493582180 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 21 BIC score: 556261 Distortion: 0.0133062 Distortions/cluster: 3.43592e-05 1.06292e-05 2.30492e-05 0.000297409 2.47335e-05 4.11383e-05 4.67043e-05 0 7.52881e-05 0.00391362 1.69179e-05 2.66134e-05 2.82768e-05 0.00872182 1.55071e-05 3.01559e-05 Variance: 2.25376e-06 Variances/cluster: 6.09005e-08 5.42133e-08 3.69336e-08 8.03742e-07 4.20597e-08 4.39944e-08 2.74699e-06 0 1.18553e-07 0.00391989 6.12771e-08 5.3222e-08 5.51027e-08 0.156503 7.63667e-08 6.26892e-08 -------------------------------------------------------------- Initialization seed trial #956 of 1000; initialization seed = 493582181 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 498153 Distortion: 0.0489595 Distortions/cluster: 3.73047e-05 2.06509e-05 4.67839e-05 1.87991e-05 0.00391362 2.03233e-05 4.67043e-05 4.07957e-05 2.34693e-05 7.60558e-05 2.19303e-05 1.25053e-05 1.93661e-05 4.81569e-35 2.22907e-05 0.0446389 Variance: 8.2926e-06 Variances/cluster: 6.0737e-08 3.99398e-08 8.44208e-08 3.908e-08 0.00391989 3.49158e-08 2.74699e-06 6.98334e-08 5.33345e-08 1.13337e-07 4.12963e-08 6.12955e-08 7.41939e-08 2.67973e-31 5.00873e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #957 of 1000; initialization seed = 493582182 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 21 BIC score: 572013 Distortion: 0.00939007 Distortions/cluster: 1.98062e-05 2.98939e-05 2.43786e-05 0.000307974 7.84034e-05 3.44908e-05 0.00872182 1.08283e-34 2.59354e-05 1.27749e-35 2.92997e-05 4.05646e-05 2.27956e-05 2.19517e-05 0 3.27527e-05 Variance: 1.59046e-06 Variances/cluster: 6.42853e-08 7.58668e-08 7.18907e-08 1.71076e-05 1.13453e-07 6.09179e-08 0.156503 0 5.3803e-08 0 6.10362e-08 4.36609e-08 3.67037e-08 4.09507e-08 0 6.07463e-08 -------------------------------------------------------------- Initialization seed trial #958 of 1000; initialization seed = 493582183 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 25 BIC score: 573733 Distortion: 0.00916456 Distortions/cluster: 2.29716e-05 7.26704e-05 0.00872182 1.9563e-05 1.56876e-05 4.81569e-35 2.90374e-05 3.35249e-05 2.5769e-05 4.67043e-05 1.08283e-34 2.49587e-05 1.27749e-35 8.37767e-05 6.80765e-05 0 Variance: 1.55226e-06 Variances/cluster: 4.03682e-08 1.24211e-07 0.156503 3.7982e-08 5.22866e-08 2.67973e-31 6.4095e-08 3.87538e-08 7.44709e-08 2.74699e-06 0 4.98133e-08 0 9.74973e-08 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #959 of 1000; initialization seed = 493582184 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 35 BIC score: 606914 Distortion: 0.00433326 Distortions/cluster: 3.69625e-05 3.98296e-05 0.00391362 1.89386e-05 3.44908e-05 3.93613e-05 3.27799e-05 4.81569e-35 2.17441e-05 3.79002e-05 0 4.67043e-05 9.64317e-35 2.37044e-35 2.52237e-05 8.57062e-05 Variance: 7.33954e-07 Variances/cluster: 5.75683e-08 4.38614e-08 0.00391989 6.33195e-08 6.09179e-08 7.65724e-08 6.07967e-08 2.67973e-31 3.59365e-08 6.03455e-08 0 2.74699e-06 6.86694e-32 0 7.24593e-08 1.02388e-07 -------------------------------------------------------------- Initialization seed trial #960 of 1000; initialization seed = 493582185 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 36 BIC score: 512100 Distortion: 0.036303 Distortions/cluster: 1.13353e-05 2.37044e-35 0.0356196 2.53666e-05 4.67043e-05 2.51166e-05 0.000294454 1.27749e-35 3.72578e-05 1.08283e-34 4.07184e-05 4.6908e-05 3.80547e-05 1.66809e-05 2.28597e-05 7.80233e-05 Variance: 6.14889e-06 Variances/cluster: 6.12668e-08 0 0.035575 5.39665e-08 2.74699e-06 4.22088e-08 6.7685e-07 0 6.07595e-08 0 6.9701e-08 8.44922e-08 4.08715e-08 6.20061e-08 3.67477e-08 1.24428e-07 -------------------------------------------------------------- Initialization seed trial #961 of 1000; initialization seed = 493582186 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 37 BIC score: 498381 Distortion: 0.0489525 Distortions/cluster: 2.17464e-05 0.0446389 0.00391362 3.27799e-05 1.72269e-05 2.41898e-05 4.073e-05 4.81569e-35 1.89386e-05 2.52237e-05 3.44908e-05 7.8237e-05 2.23064e-05 4.67043e-05 2.58511e-05 1.15575e-05 Variance: 8.29142e-06 Variances/cluster: 4.07962e-08 0.0422886 0.00391989 6.07967e-08 6.3563e-08 5.4111e-08 4.37448e-08 2.67973e-31 6.33195e-08 7.24593e-08 6.09179e-08 1.13541e-07 3.63255e-08 2.74699e-06 5.61933e-08 6.17997e-08 -------------------------------------------------------------- Initialization seed trial #962 of 1000; initialization seed = 493582187 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 502872 Distortion: 0.045054 Distortions/cluster: 3.04905e-05 1.88043e-05 2.58158e-05 1.27749e-35 1.72269e-05 2.22198e-05 0.0446389 3.78274e-05 4.81569e-35 1.15575e-05 6.6306e-05 3.27858e-05 2.19505e-05 8.33627e-05 1.08283e-34 4.67043e-05 Variance: 7.63109e-06 Variances/cluster: 4.31228e-08 3.86882e-08 5.63618e-08 0 6.3563e-08 3.62434e-08 0.0422886 3.00181e-07 2.67973e-31 6.17997e-08 7.43933e-08 3.87047e-08 4.95452e-08 9.73555e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #963 of 1000; initialization seed = 493582188 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 501934 Distortion: 0.0453102 Distortions/cluster: 2.90326e-05 1.43085e-05 8.366e-05 4.04593e-05 1.27749e-35 1.24247e-05 2.83863e-05 6.73163e-05 2.4337e-05 1.72672e-05 2.89579e-05 8.52918e-06 1.58506e-05 0.0446389 0.000300791 1.08283e-34 Variance: 7.6745e-06 Variances/cluster: 7.5797e-08 3.27398e-08 9.74749e-08 3.37121e-07 0 3.01536e-08 4.1864e-08 7.54422e-08 5.11236e-08 3.74524e-08 6.20033e-08 3.46675e-08 3.4757e-08 0.0422886 1.87971e-05 0 -------------------------------------------------------------- Initialization seed trial #964 of 1000; initialization seed = 493582189 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 501733 Distortion: 0.0453071 Distortions/cluster: 4.67043e-05 2.17412e-05 2.86012e-05 1.08283e-34 2.31325e-05 2.11957e-05 4.18847e-05 7.78554e-05 1.27749e-35 2.06002e-05 0.0446389 2.31056e-05 2.7154e-05 2.42703e-05 1.44798e-05 0.000297453 Variance: 7.67397e-06 Variances/cluster: 2.74699e-06 4.10172e-08 7.50627e-08 0 5.91436e-08 7.11044e-08 4.47925e-08 1.10895e-07 0 4.84553e-08 0.0422886 3.69647e-08 5.30305e-08 6.23709e-08 5.81331e-08 6.63905e-07 -------------------------------------------------------------- Initialization seed trial #965 of 1000; initialization seed = 493582190 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 56 BIC score: 557358 Distortion: 0.0130457 Distortions/cluster: 0.00391362 2.19964e-05 4.67043e-05 3.37304e-05 3.32281e-05 2.86463e-05 2.97415e-05 2.61316e-05 4.09224e-05 4.81569e-35 2.60888e-05 0 2.29193e-05 2.21275e-05 7.80506e-05 0.00872182 Variance: 2.20964e-06 Variances/cluster: 0.00391989 4.09577e-08 2.74699e-06 7.3624e-08 8.00423e-08 7.5181e-08 6.2346e-08 5.32163e-08 4.38573e-08 2.67973e-31 6.13652e-08 0 3.68435e-08 4.86161e-08 1.12943e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #966 of 1000; initialization seed = 493582191 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 603988 Distortion: 0.00457343 Distortions/cluster: 4.08979e-05 1.70788e-05 0 3.27075e-05 4.90368e-05 1.94755e-05 9.64317e-35 3.99696e-05 1.65312e-05 0.000300791 2.81679e-05 4.08961e-05 2.37044e-35 3.53035e-05 3.895e-05 0.00391362 Variance: 7.74632e-07 Variances/cluster: 3.37961e-07 3.62575e-08 0 4.30891e-08 8.51064e-08 3.4405e-08 6.86694e-32 6.86544e-08 3.39419e-08 1.87971e-05 4.88978e-08 7.68663e-08 0 5.95142e-08 6.24145e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #967 of 1000; initialization seed = 493582192 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 571768 Distortion: 0.00939701 Distortions/cluster: 2.91421e-05 0 3.58899e-05 2.00763e-05 2.55465e-05 1.27749e-35 2.11483e-05 2.90326e-05 7.61931e-05 4.90368e-05 2.08999e-05 2.02834e-05 0.000307974 3.99696e-05 0.00872182 1.08283e-34 Variance: 1.59163e-06 Variances/cluster: 6.18677e-08 0 6.04009e-08 3.97515e-08 5.26684e-08 0 3.55992e-08 7.5797e-08 1.13204e-07 8.51064e-08 4.01111e-08 4.04823e-08 1.71076e-05 6.86544e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #968 of 1000; initialization seed = 493582193 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 502827 Distortion: 0.045054 Distortions/cluster: 0.0446389 3.15345e-05 4.67043e-05 1.08283e-34 1.85474e-05 2.0049e-05 1.20795e-05 2.42789e-05 6.60089e-05 1.27749e-35 4.81569e-35 2.97714e-05 3.78274e-05 2.14989e-05 8.366e-05 2.31055e-05 Variance: 7.6311e-06 Variances/cluster: 0.0422886 3.78987e-08 2.74699e-06 0 3.83175e-08 5.19357e-08 6.16251e-08 7.24689e-08 7.42266e-08 0 2.67973e-31 4.28328e-08 3.00181e-07 3.57083e-08 9.74749e-08 4.79327e-08 -------------------------------------------------------------- Initialization seed trial #969 of 1000; initialization seed = 493582194 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 557692 Distortion: 0.0133045 Distortions/cluster: 1.49182e-05 1.06242e-05 8.53288e-05 2.2646e-05 0.00391362 4.13472e-05 0 4.15046e-05 0.000300791 5.79977e-05 1.02735e-05 0.00872182 4.96348e-05 9.19082e-06 1.00323e-05 1.477e-05 Variance: 2.25347e-06 Variances/cluster: 3.97691e-08 6.47621e-08 5.28954e-08 5.95752e-08 0.00391989 6.15232e-08 0 3.37398e-07 1.87971e-05 5.21516e-08 5.2939e-08 0.156503 8.03088e-08 5.22037e-08 4.79858e-08 5.90612e-08 -------------------------------------------------------------- Initialization seed trial #970 of 1000; initialization seed = 493582195 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 688397 Distortion: 0.000688053 Distortions/cluster: 1.27749e-35 3.99696e-05 3.42269e-05 4.02578e-05 1.08283e-34 2.10345e-05 4.90368e-05 0.000307974 8.26211e-05 0 3.58899e-05 9.64317e-35 1.84597e-05 3.80296e-05 2.37044e-35 2.05531e-05 Variance: 1.1654e-07 Variances/cluster: 0 6.86544e-08 5.60124e-08 7.68217e-08 0 4.18143e-08 8.51064e-08 1.71076e-05 1.04574e-07 0 6.04009e-08 6.86694e-32 3.74403e-08 6.02636e-08 0 3.53106e-08 -------------------------------------------------------------- Initialization seed trial #971 of 1000; initialization seed = 493582196 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 28 BIC score: 556271 Distortion: 0.0133033 Distortions/cluster: 1.37146e-05 0.00391362 2.84994e-05 2.79839e-05 4.27926e-05 1.59475e-05 0 1.50575e-05 1.9676e-05 2.50509e-05 1.45864e-05 8.366e-05 6.81933e-05 1.58676e-05 0.000296857 0.00872182 Variance: 2.25327e-06 Variances/cluster: 3.10257e-08 0.00391989 6.36095e-08 7.46177e-08 3.68859e-07 3.65736e-08 0 3.55098e-08 3.43346e-08 5.10155e-08 3.45619e-08 9.74749e-08 7.6254e-08 3.88872e-08 1.9788e-05 0.156503 -------------------------------------------------------------- Initialization seed trial #972 of 1000; initialization seed = 493582197 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 512736 Distortion: 0.0360405 Distortions/cluster: 7.87896e-05 2.59709e-05 2.1872e-05 3.7884e-05 0.0356196 2.95866e-05 2.52696e-05 1.27749e-35 1.08283e-34 4.67839e-05 4.81569e-35 4.67043e-05 4.07957e-05 3.00268e-05 2.37044e-35 3.73047e-05 Variance: 6.10443e-06 Variances/cluster: 1.14177e-07 5.39887e-08 4.08784e-08 4.08197e-08 0.035575 6.09983e-08 4.08186e-08 0 0 8.44208e-08 2.67973e-31 2.74699e-06 6.98334e-08 7.58193e-08 0 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #973 of 1000; initialization seed = 493582198 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 41 BIC score: 512336 Distortion: 0.0362773 Distortions/cluster: 3.31729e-05 3.00268e-05 1.08283e-34 2.2736e-05 4.85863e-05 3.99122e-05 3.70588e-05 1.27749e-35 0.000300791 2.63998e-05 2.71289e-05 0.0356196 3.13834e-05 3.0528e-05 2.37044e-35 3.00347e-05 Variance: 6.14453e-06 Variances/cluster: 7.38585e-08 7.58193e-08 0 5.05081e-08 4.89245e-08 3.382e-07 4.08101e-08 0 1.87971e-05 5.77487e-08 5.46904e-08 0.035575 7.96278e-08 6.08078e-08 0 4.14796e-08 -------------------------------------------------------------- Initialization seed trial #974 of 1000; initialization seed = 493582199 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 43 BIC score: 556637 Distortion: 0.0132832 Distortions/cluster: 2.32736e-05 4.86717e-05 2.71289e-05 3.99122e-05 1.05342e-05 2.20758e-05 0.00872182 0.00391362 0 3.01035e-05 3.70588e-05 1.93123e-05 2.99492e-05 2.88814e-05 3.00268e-05 0.000300791 Variance: 2.24986e-06 Variances/cluster: 7.38615e-08 4.89612e-08 5.46904e-08 3.382e-07 5.45641e-08 4.89328e-08 0.156503 0.00391989 0 6.0082e-08 4.08101e-08 6.45688e-08 4.14188e-08 5.86827e-08 7.58193e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #975 of 1000; initialization seed = 493582200 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 39 BIC score: 572552 Distortion: 0.0094138 Distortions/cluster: 4.92574e-05 4.54867e-05 1.35207e-05 9.61851e-06 1.08283e-34 1.85163e-05 1.85435e-05 0 4.67043e-05 1.27749e-35 2.45642e-05 0.00872182 4.29807e-05 0.000315136 9.33938e-05 1.42564e-05 Variance: 1.59448e-06 Variances/cluster: 5.19536e-08 4.48547e-08 5.70312e-08 5.25433e-08 0 5.52548e-08 4.37206e-08 0 2.74699e-06 0 6.41151e-08 0.156503 6.453e-08 5.45175e-07 1.00739e-07 7.46183e-08 -------------------------------------------------------------- Initialization seed trial #976 of 1000; initialization seed = 493582201 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 512030 Distortion: 0.0363027 Distortions/cluster: 1.827e-05 2.27002e-05 2.46285e-05 3.73047e-05 2.33865e-05 1.08283e-34 4.07957e-05 4.67043e-05 4.67839e-05 0.000287413 7.51433e-05 3.64878e-05 2.35463e-05 1.27749e-35 2.37044e-35 0.0356196 Variance: 6.14883e-06 Variances/cluster: 6.74115e-08 4.66084e-08 4.037e-08 6.0737e-08 4.05273e-08 0 6.98334e-08 2.74699e-06 8.44208e-08 1.13593e-06 1.20798e-07 4.0049e-08 5.84221e-08 0 0 0.035575 -------------------------------------------------------------- Initialization seed trial #977 of 1000; initialization seed = 493582202 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 556120 Distortion: 0.0132832 Distortions/cluster: 0 2.9099e-05 4.07957e-05 1.62792e-05 2.83461e-05 2.96888e-05 1.83142e-05 1.65446e-05 0.00872182 3.96065e-05 0.00391362 0.000300791 4.67839e-05 2.05094e-05 3.67128e-05 2.43221e-05 Variance: 2.24987e-06 Variances/cluster: 0 6.13853e-08 6.98334e-08 3.36317e-08 4.19284e-08 7.57307e-08 3.83908e-08 3.59633e-08 0.156503 3.35609e-07 0.00391989 1.87971e-05 8.44208e-08 3.51147e-08 5.98708e-08 5.17444e-08 -------------------------------------------------------------- Initialization seed trial #978 of 1000; initialization seed = 493582203 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 66 BIC score: 501749 Distortion: 0.0453081 Distortions/cluster: 0.000287296 3.27799e-05 2.51159e-05 1.827e-05 2.3351e-05 1.08283e-34 2.28165e-05 1.27749e-35 3.44908e-05 2.35463e-05 1.90462e-05 2.1702e-05 4.67043e-05 3.94494e-05 7.45907e-05 0.0446389 Variance: 7.67413e-06 Variances/cluster: 1.13998e-06 6.07967e-08 7.23574e-08 6.74115e-08 4.05361e-08 0 4.67512e-08 0 6.09179e-08 5.84221e-08 6.34671e-08 3.58077e-08 2.74699e-06 4.30632e-08 1.20103e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #979 of 1000; initialization seed = 493582204 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 48 BIC score: 502395 Distortion: 0.0452926 Distortions/cluster: 1.27749e-35 4.77407e-05 1.04496e-05 4.12327e-05 4.15486e-05 3.73008e-05 1.7877e-05 0.0446389 1.61727e-05 1.08283e-34 2.27091e-05 4.70304e-05 4.15046e-05 1.76331e-05 0.000300791 1.17151e-05 Variance: 7.67152e-06 Variances/cluster: 0 4.88603e-08 4.8587e-08 4.80514e-08 6.20074e-08 4.04528e-08 6.61903e-08 0.0422886 4.09303e-08 0 5.94284e-08 7.99773e-08 3.37398e-07 6.43341e-08 1.87971e-05 5.5242e-08 -------------------------------------------------------------- Initialization seed trial #980 of 1000; initialization seed = 493582205 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 62 BIC score: 502027 Distortion: 0.0453163 Distortions/cluster: 2.58608e-05 1.27749e-35 2.80572e-05 6.60089e-05 0.000277029 4.67043e-05 1.79171e-05 0.0446389 1.08283e-34 3.78274e-05 2.03948e-05 1.99421e-05 8.366e-05 2.13741e-05 1.65241e-05 1.60456e-05 Variance: 7.67552e-06 Variances/cluster: 5.69574e-08 0 4.17481e-08 7.42266e-08 1.92365e-06 2.74699e-06 3.79563e-08 0.0422886 0 3.00181e-07 4.83246e-08 3.45578e-08 9.74749e-08 6.43749e-08 3.42083e-08 3.51846e-08 -------------------------------------------------------------- Initialization seed trial #981 of 1000; initialization seed = 493582206 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 79 BIC score: 497762 Distortion: 0.0491847 Distortions/cluster: 0.0446389 3.31983e-05 0.000296857 2.23668e-05 3.10925e-05 1.44798e-05 0.00391362 2.3009e-05 2.5213e-05 2.08062e-05 1.97462e-05 2.27423e-05 2.86463e-05 2.11957e-05 4.32487e-05 2.95988e-05 Variance: 8.33075e-06 Variances/cluster: 0.0422886 3.88704e-08 1.9788e-05 3.63646e-08 4.29417e-08 5.81331e-08 0.00391989 5.91302e-08 5.17675e-08 4.97595e-08 4.07099e-08 5.75564e-08 7.5181e-08 7.11044e-08 3.69605e-07 6.24396e-08 -------------------------------------------------------------- Initialization seed trial #982 of 1000; initialization seed = 493582207 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 51 BIC score: 498365 Distortion: 0.048983 Distortions/cluster: 0.00391362 8.37767e-05 1.95528e-05 2.38544e-05 2.37634e-05 4.81569e-35 2.16103e-05 1.17499e-05 6.79895e-05 6.80765e-05 9.51723e-06 1.22168e-05 1.91505e-05 2.24661e-05 4.67043e-05 0.0446389 Variance: 8.29657e-06 Variances/cluster: 0.00391989 9.74973e-08 3.84108e-08 7.22805e-08 4.03416e-08 2.67973e-31 5.59801e-08 2.94449e-08 1.3462e-07 7.62086e-08 3.48576e-08 6.20088e-08 4.04838e-08 4.76948e-08 2.74699e-06 0.0422886 -------------------------------------------------------------- Initialization seed trial #983 of 1000; initialization seed = 493582208 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 46 BIC score: 498338 Distortion: 0.0489615 Distortions/cluster: 1.22558e-05 9.26947e-05 4.67043e-05 2.68781e-05 2.23449e-05 2.87334e-05 4.81569e-35 3.54063e-05 1.3329e-05 2.14216e-05 0.00391362 2.47273e-05 2.95618e-05 2.96888e-05 0.0446389 2.52397e-05 Variance: 8.29294e-06 Variances/cluster: 5.6201e-08 1.00637e-07 2.74699e-06 5.49604e-08 4.1998e-08 5.93469e-08 2.67973e-31 4.53294e-08 5.37287e-08 4.00368e-08 0.00391989 5.39724e-08 6.11997e-08 7.57307e-08 0.0422886 7.35621e-08 -------------------------------------------------------------- Initialization seed trial #984 of 1000; initialization seed = 493582209 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 55 BIC score: 502331 Distortion: 0.0450492 Distortions/cluster: 2.61316e-05 7.70819e-05 1.27749e-35 2.58452e-05 4.81569e-35 3.88532e-05 2.2113e-05 2.1474e-05 2.97415e-05 1.08283e-34 4.67043e-05 2.86463e-05 2.62273e-05 3.33079e-05 0.0446389 3.41628e-05 Variance: 7.63029e-06 Variances/cluster: 5.32163e-08 1.12028e-07 0 4.12815e-08 2.67973e-31 4.17291e-08 4.10982e-08 4.74936e-08 6.2346e-08 0 2.74699e-06 7.5181e-08 6.12585e-08 8.00416e-08 0.0422886 7.4731e-08 -------------------------------------------------------------- Initialization seed trial #985 of 1000; initialization seed = 493582210 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 38 BIC score: 572198 Distortion: 0.00939713 Distortions/cluster: 2.91138e-05 1.08283e-34 2.0412e-05 1.64986e-05 0 4.04593e-05 1.63126e-05 1.77693e-05 2.93425e-05 0.000300791 2.49894e-05 6.73163e-05 0.00872182 8.366e-05 2.86463e-05 1.27749e-35 Variance: 1.59165e-06 Variances/cluster: 4.22514e-08 0 3.50681e-08 3.59414e-08 0 3.37121e-07 3.36313e-08 3.79648e-08 6.2559e-08 1.87971e-05 5.16263e-08 7.54422e-08 0.156503 9.74749e-08 7.5181e-08 0 -------------------------------------------------------------- Initialization seed trial #986 of 1000; initialization seed = 493582211 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 33 BIC score: 571992 Distortion: 0.00939819 Distortions/cluster: 3.44908e-05 1.08283e-34 4.67043e-05 7.82228e-05 0.000297453 2.7154e-05 3.92239e-05 1.27749e-35 2.17412e-05 0 3.27527e-05 2.86012e-05 2.58452e-05 1.98062e-05 0.00872182 2.43786e-05 Variance: 1.59184e-06 Variances/cluster: 6.09179e-08 0 2.74699e-06 1.11418e-07 6.63905e-07 5.30305e-08 4.1947e-08 0 4.10172e-08 0 6.07463e-08 7.50627e-08 4.12815e-08 6.42853e-08 0.156503 7.18907e-08 -------------------------------------------------------------- Initialization seed trial #987 of 1000; initialization seed = 493582212 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 58 BIC score: 573911 Distortion: 0.00914533 Distortions/cluster: 9.70233e-05 3.47396e-05 0 2.36116e-05 3.00803e-05 1.27749e-35 0.00872182 3.34782e-05 4.29076e-05 1.96059e-05 4.81569e-35 4.67043e-05 3.08605e-05 2.74568e-05 1.08283e-34 3.70447e-05 Variance: 1.54901e-06 Variances/cluster: 9.98093e-08 6.09267e-08 0 6.96288e-08 7.57631e-08 0 0.156503 6.22071e-08 4.45522e-08 6.42612e-08 2.67973e-31 2.74699e-06 6.08638e-08 5.62588e-08 0 4.5899e-08 -------------------------------------------------------------- Initialization seed trial #988 of 1000; initialization seed = 493582213 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 517755 Distortion: 0.0320993 Distortions/cluster: 5.62138e-05 2.14175e-05 1.48181e-05 0 3.05212e-05 1.20076e-05 1.69281e-05 0.0215267 0.000300791 3.6115e-05 2.20222e-05 1.27749e-35 1.90096e-05 2.34064e-05 0.00998646 3.29604e-05 Variance: 5.43688e-06 Variances/cluster: 6.54197e-08 4.81249e-08 2.31477e-07 0 4.2803e-08 6.42062e-08 6.33962e-08 2.53771e-05 1.87971e-05 3.37485e-07 3.60978e-08 0 3.91913e-08 5.18945e-08 0.185417 3.87279e-08 -------------------------------------------------------------- Initialization seed trial #989 of 1000; initialization seed = 493582214 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 53 BIC score: 501781 Distortion: 0.0453005 Distortions/cluster: 4.09224e-05 2.93148e-05 2.29193e-05 1.08283e-34 2.19964e-05 2.61316e-05 2.23127e-05 0.000307974 2.30833e-05 7.84947e-05 1.27749e-35 2.96641e-05 2.86463e-05 1.08941e-05 1.91944e-05 0.0446389 Variance: 7.67284e-06 Variances/cluster: 4.38573e-08 6.15806e-08 3.68435e-08 0 4.09577e-08 5.32163e-08 4.89156e-08 1.71076e-05 7.37255e-08 1.13421e-07 0 6.07671e-08 7.5181e-08 5.52826e-08 6.439e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #990 of 1000; initialization seed = 493582215 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 72 BIC score: 507821 Distortion: 0.0402207 Distortions/cluster: 9.23755e-06 4.64695e-05 0.0356196 5.16199e-05 0.000312393 1.04221e-05 9.32357e-05 4.25969e-05 0.00391362 1.03175e-05 1.44633e-05 1.03214e-05 4.67043e-05 2.38823e-05 1.58246e-05 2.37044e-35 Variance: 6.81244e-06 Variances/cluster: 5.24691e-08 4.50682e-08 0.035575 5.29921e-08 5.66911e-07 5.31567e-08 1.01334e-07 6.48299e-08 0.00391989 4.8197e-08 3.86592e-08 6.10552e-08 2.74699e-06 6.4876e-08 6.20376e-08 0 -------------------------------------------------------------- Initialization seed trial #991 of 1000; initialization seed = 493582216 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 556185 Distortion: 0.0132821 Distortions/cluster: 3.93166e-05 2.92943e-05 0.00872182 3.67128e-05 2.16275e-05 2.48683e-05 0.00391362 0 4.07957e-05 1.60202e-05 0.000300791 1.54573e-05 2.94472e-05 2.86463e-05 4.67839e-05 1.69243e-05 Variance: 2.24968e-06 Variances/cluster: 3.38897e-07 6.25895e-08 0.156503 5.98708e-08 3.58624e-08 5.18042e-08 0.00391989 0 6.98334e-08 3.86922e-08 1.87971e-05 3.55309e-08 3.75569e-08 7.5181e-08 8.44208e-08 3.7275e-08 -------------------------------------------------------------- Initialization seed trial #992 of 1000; initialization seed = 493582217 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 30 BIC score: 572338 Distortion: 0.00940775 Distortions/cluster: 1.08283e-34 2.51385e-05 1.15485e-05 4.67043e-05 2.68122e-05 3.67297e-05 4.2926e-05 1.27749e-35 3.44908e-05 0 9.71447e-05 1.74113e-05 0.00872182 0.000295226 1.90236e-05 3.27799e-05 Variance: 1.59345e-06 Variances/cluster: 0 7.24227e-08 6.14228e-08 2.74699e-06 5.64417e-08 4.56218e-08 4.47107e-08 0 6.09179e-08 0 9.97289e-08 6.3309e-08 0.156503 6.45954e-07 6.33916e-08 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #993 of 1000; initialization seed = 493582218 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 62 BIC score: 557884 Distortion: 0.0130505 Distortions/cluster: 3.78274e-05 2.58273e-05 6.6306e-05 2.18932e-05 8.33627e-05 0 4.67043e-05 2.22198e-05 1.88043e-05 0.00872182 3.26941e-05 1.7577e-05 4.81569e-35 0.00391362 1.13443e-05 3.04905e-05 Variance: 2.21045e-06 Variances/cluster: 3.00181e-07 5.62639e-08 7.43933e-08 4.964e-08 9.73555e-08 0 2.74699e-06 3.62434e-08 3.86882e-08 0.156503 3.86421e-08 6.39114e-08 2.67973e-31 0.00391989 6.13155e-08 4.31228e-08 -------------------------------------------------------------- Initialization seed trial #994 of 1000; initialization seed = 493582219 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 32 BIC score: 572297 Distortion: 0.00938086 Distortions/cluster: 0.00872182 3.52126e-05 0.000300762 3.23961e-05 3.80062e-05 2.447e-05 1.27749e-35 2.06334e-05 3.52718e-05 3.97521e-05 3.25482e-05 4.67043e-05 1.08283e-34 3.36824e-05 1.9604e-05 0 Variance: 1.5889e-06 Variances/cluster: 0.156503 5.81017e-08 2.54854e-06 3.83807e-08 7.64653e-08 7.1948e-08 0 3.51466e-08 5.51931e-08 4.70398e-08 6.08182e-08 2.74699e-06 0 5.91764e-08 6.40449e-08 0 -------------------------------------------------------------- Initialization seed trial #995 of 1000; initialization seed = 493582220 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 54 BIC score: 688885 Distortion: 0.000682275 Distortions/cluster: 2.86463e-05 0 2.29193e-05 9.64317e-35 2.14045e-05 4.17764e-05 4.67839e-05 7.8852e-05 2.96461e-05 0.000307974 2.37044e-35 1.27749e-35 1.08283e-34 4.07957e-05 2.61719e-05 3.73047e-05 Variance: 1.15562e-07 Variances/cluster: 7.5181e-08 0 3.68435e-08 6.86694e-32 4.07665e-08 4.46767e-08 8.44208e-08 1.11995e-07 6.24078e-08 1.71076e-05 0 0 0 6.98334e-08 5.31902e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #996 of 1000; initialization seed = 493582221 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 68 BIC score: 497638 Distortion: 0.0492026 Distortions/cluster: 3.74233e-05 0.0446389 4.90368e-05 3.99696e-05 1.77727e-05 1.64652e-05 0.000285349 2.01228e-05 3.53035e-05 2.08421e-05 4.35604e-05 0.00391362 1.5766e-05 2.81616e-05 1.84108e-05 2.18755e-05 Variance: 8.33377e-06 Variances/cluster: 3.14445e-07 0.0422886 8.51064e-08 6.86544e-08 3.78106e-08 3.42282e-08 1.3333e-06 3.46905e-08 5.95142e-08 4.65188e-08 2.7222e-06 0.00391989 3.48005e-08 4.17792e-08 6.71873e-08 5.19561e-08 -------------------------------------------------------------- Initialization seed trial #997 of 1000; initialization seed = 493582222 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 31 BIC score: 573910 Distortion: 0.00914533 Distortions/cluster: 4.67043e-05 3.6773e-05 4.81569e-35 9.71447e-05 2.51399e-05 2.75883e-05 3.28066e-05 1.08283e-34 1.27749e-35 1.8854e-05 0.00872182 4.2926e-05 3.46333e-05 3.00803e-05 0 3.08605e-05 Variance: 1.54901e-06 Variances/cluster: 2.74699e-06 4.56189e-08 2.67973e-31 9.97289e-08 7.24266e-08 5.62975e-08 6.08462e-08 0 0 6.32482e-08 0.156503 4.47107e-08 6.09541e-08 7.57631e-08 0 6.08638e-08 -------------------------------------------------------------- Initialization seed trial #998 of 1000; initialization seed = 493582223 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 26 BIC score: 557514 Distortion: 0.0130494 Distortions/cluster: 4.81569e-35 4.07957e-05 7.50534e-05 1.7577e-05 0 0.00391362 3.73047e-05 2.46157e-05 1.13443e-05 2.45983e-05 2.60781e-05 4.67043e-05 4.08301e-05 0.00872182 2.2292e-05 4.67839e-05 Variance: 2.21027e-06 Variances/cluster: 2.67973e-31 6.98334e-08 1.20654e-07 6.39114e-08 0 0.00391989 6.0737e-08 4.17176e-08 6.13155e-08 5.47798e-08 5.60772e-08 2.74699e-06 4.38053e-08 0.156503 3.6243e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #999 of 1000; initialization seed = 493582224 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 57 BIC score: 498210 Distortion: 0.0489405 Distortions/cluster: 0.0446389 3.53035e-05 4.90368e-05 2.84588e-05 1.80876e-05 2.0412e-05 1.64468e-05 2.90113e-05 3.99696e-05 1.63646e-05 2.94707e-05 3.57241e-05 4.67043e-05 4.81569e-35 2.29494e-05 0.00391362 Variance: 8.28938e-06 Variances/cluster: 0.0422886 5.95142e-08 8.51064e-08 7.48856e-08 3.85626e-08 3.50681e-08 3.5907e-08 4.21028e-08 6.86544e-08 3.3669e-08 6.28322e-08 2.95206e-07 2.74699e-06 2.67973e-31 4.79068e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #1000 of 1000; initialization seed = 493582225 -------------------------------------------------------------- Initialized k-means centers using random sampling: 16 centers Number of k-means iterations performed: 100 BIC score: 572193 Distortion: 0.00939715 Distortions/cluster: 0 2.03528e-05 1.68895e-05 2.34275e-05 0.00872182 1.6107e-05 4.17482e-05 2.95309e-05 1.82214e-05 0.000300791 1.27749e-35 8.366e-05 1.08283e-34 6.73163e-05 2.88249e-05 2.84588e-05 Variance: 1.59166e-06 Variances/cluster: 0 3.49663e-08 3.43951e-08 4.88029e-08 0.156503 3.53968e-08 3.39376e-07 6.28266e-08 3.86829e-08 1.87971e-05 0 9.74749e-08 0 7.54422e-08 4.20765e-08 7.48856e-08 The best initialization seed trial was #183 -------------------------------------------------------------- Run number 8 of at most 9, k = 15 -------------------------------------------------------------- -------------------------------------------------------------- Initialization seed trial #1 of 1000; initialization seed = 493582226 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 63 BIC score: 574204 Distortion: 0.00915543 Distortions/cluster: 1.27749e-35 4.90368e-05 1.08283e-34 4.00583e-05 3.58899e-05 3.73976e-05 4.14869e-05 8.48007e-05 0.00872182 4.67043e-05 2.45285e-05 3.374e-05 3.99696e-05 4.81569e-35 0 Variance: 1.55045e-06 Variances/cluster: 0 8.51064e-08 0 6.30785e-08 6.04009e-08 4.10475e-08 7.71071e-08 1.03786e-07 0.156503 2.74699e-06 4.04713e-08 5.37209e-08 6.86544e-08 2.67973e-31 0 -------------------------------------------------------------- Initialization seed trial #2 of 1000; initialization seed = 493582227 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 556924 Distortion: 0.013301 Distortions/cluster: 0.00872182 4.07957e-05 2.17811e-05 4.67839e-05 3.42212e-05 3.23738e-05 0 3.94347e-05 3.67128e-05 3.57241e-05 0.00391362 0.000277677 2.25667e-05 3.07903e-05 4.67043e-05 Variance: 2.2525e-06 Variances/cluster: 0.156503 6.98334e-08 4.29567e-08 8.44208e-08 3.95586e-08 4.32767e-08 0 7.3293e-08 5.98708e-08 2.95206e-07 0.00391989 1.83876e-06 3.65707e-08 5.23599e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #3 of 1000; initialization seed = 493582228 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 502333 Distortion: 0.0453358 Distortions/cluster: 8.37767e-05 2.35192e-05 1.27749e-35 0.000307974 0.0446389 2.08652e-05 2.19328e-05 1.08283e-34 1.58982e-05 1.51099e-05 2.07409e-05 6.80765e-05 2.36131e-05 7.63173e-05 1.9065e-05 Variance: 7.67753e-06 Variances/cluster: 9.74973e-08 6.95777e-08 0 1.71076e-05 0.0422886 3.99679e-08 4.13011e-08 0 8.15231e-08 4.13935e-08 3.53296e-08 7.62086e-08 5.30583e-08 1.14752e-07 3.93057e-08 -------------------------------------------------------------- Initialization seed trial #4 of 1000; initialization seed = 493582229 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 498247 Distortion: 0.0491928 Distortions/cluster: 0.00391362 2.95988e-05 2.4864e-05 3.31983e-05 2.86463e-05 3.10925e-05 3.36824e-05 2.23668e-05 0.0446389 2.5213e-05 3.25482e-05 1.97462e-05 4.32487e-05 0.000296857 1.92126e-05 Variance: 8.33071e-06 Variances/cluster: 0.00391989 6.24396e-08 7.22565e-08 3.88704e-08 7.5181e-08 4.29417e-08 5.91764e-08 3.63646e-08 0.0422886 5.17675e-08 6.08182e-08 4.07099e-08 3.69605e-07 1.9788e-05 6.35975e-08 -------------------------------------------------------------- Initialization seed trial #5 of 1000; initialization seed = 493582230 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572955 Distortion: 0.00941641 Distortions/cluster: 0.00872182 2.87715e-05 8.43981e-05 3.47396e-05 1.08283e-34 1.27749e-35 0.000297562 3.34782e-05 2.36116e-05 7.49785e-05 1.96059e-05 2.73846e-05 4.67043e-05 0 2.33576e-05 Variance: 1.59465e-06 Variances/cluster: 0.156503 7.51155e-08 1.08332e-07 6.09267e-08 0 0 6.61195e-07 6.22071e-08 6.96288e-08 5.11051e-08 6.42612e-08 5.33765e-08 2.74699e-06 0 4.30117e-08 -------------------------------------------------------------- Initialization seed trial #6 of 1000; initialization seed = 493582231 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 498884 Distortion: 0.0489471 Distortions/cluster: 3.06463e-05 2.23296e-05 3.67128e-05 2.32072e-05 3.57241e-05 4.07957e-05 0.0446389 2.95971e-05 4.67043e-05 3.29907e-05 4.81569e-35 0.00391362 4.67839e-05 1.91579e-05 2.98939e-05 Variance: 8.28909e-06 Variances/cluster: 4.30994e-08 3.63633e-08 5.98708e-08 4.91633e-08 2.95206e-07 6.98334e-08 0.0422886 6.102e-08 2.74699e-06 3.87636e-08 2.67973e-31 0.00391989 8.44208e-08 3.94158e-08 7.58668e-08 -------------------------------------------------------------- Initialization seed trial #7 of 1000; initialization seed = 493582232 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 557872 Distortion: 0.013077 Distortions/cluster: 0.00391362 4.67043e-05 2.93425e-05 0.00872182 2.86463e-05 4.81569e-35 2.16694e-05 2.04525e-05 2.01712e-05 8.366e-05 6.81933e-05 2.25392e-05 0 2.54525e-05 7.47702e-05 Variance: 2.21457e-06 Variances/cluster: 0.00391989 2.74699e-06 6.2559e-08 0.156503 7.5181e-08 2.67973e-31 3.59319e-08 4.26945e-08 3.97815e-08 9.74749e-08 7.6254e-08 3.9332e-08 0 5.24748e-08 1.17368e-07 -------------------------------------------------------------- Initialization seed trial #8 of 1000; initialization seed = 493582233 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 534963 Distortion: 0.022098 Distortions/cluster: 2.24243e-05 0 2.37827e-05 2.42334e-05 0.000113752 1.27749e-35 1.13353e-05 2.37044e-35 4.11042e-05 0.000307974 1.08283e-34 0.0214304 1.75527e-05 7.93192e-05 2.61717e-05 Variance: 3.74226e-06 Variances/cluster: 3.63398e-08 0 4.5124e-08 5.42084e-08 1.08611e-07 0 6.12668e-08 0 4.43851e-08 1.71076e-05 0 3.06048e-05 6.50049e-08 1.12659e-07 5.63998e-08 -------------------------------------------------------------- Initialization seed trial #9 of 1000; initialization seed = 493582234 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 574347 Distortion: 0.00915933 Distortions/cluster: 2.79473e-05 4.67043e-05 3.14009e-05 4.07957e-05 1.08283e-34 3.73047e-05 4.29178e-05 0 4.67839e-05 3.10082e-05 1.27749e-35 9.88042e-05 3.3842e-05 4.81569e-35 0.00872182 Variance: 1.55111e-06 Variances/cluster: 5.7618e-08 2.74699e-06 6.02655e-08 6.98334e-08 0 6.0737e-08 4.47021e-08 0 8.44208e-08 7.56237e-08 0 9.97933e-08 4.40027e-08 2.67973e-31 0.156503 -------------------------------------------------------------- Initialization seed trial #10 of 1000; initialization seed = 493582235 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 502560 Distortion: 0.0453248 Distortions/cluster: 4.29557e-05 0.0446389 2.87715e-05 2.51858e-05 1.27749e-35 1.08283e-34 4.67043e-05 0.000299528 1.231e-05 2.49094e-05 2.85345e-05 1.3329e-05 3.80351e-05 2.85507e-05 9.7061e-05 Variance: 7.67566e-06 Variances/cluster: 4.4556e-08 0.0422886 7.51155e-08 7.36195e-08 0 0 2.74699e-06 6.17534e-07 5.61921e-08 5.4016e-08 5.57265e-08 5.37287e-08 4.64357e-08 5.93375e-08 9.98481e-08 -------------------------------------------------------------- Initialization seed trial #11 of 1000; initialization seed = 493582236 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 502336 Distortion: 0.0453028 Distortions/cluster: 3.53035e-05 1.08283e-34 4.67043e-05 3.99696e-05 1.97726e-05 3.32995e-05 0.0446389 2.4344e-05 2.2366e-05 0.000297331 1.27749e-35 3.14729e-05 2.86012e-05 3.57241e-05 4.90368e-05 Variance: 7.67195e-06 Variances/cluster: 5.95142e-08 0 2.74699e-06 6.86544e-08 4.03484e-08 3.8989e-08 0.0422886 4.84897e-08 3.63634e-08 6.66606e-07 0 4.33474e-08 7.50627e-08 2.95206e-07 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #12 of 1000; initialization seed = 493582237 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 572443 Distortion: 0.0094122 Distortions/cluster: 3.73047e-05 2.16866e-05 2.29791e-05 1.08283e-34 4.67043e-05 2.7094e-05 4.67839e-05 0.000297453 7.89067e-05 4.07957e-05 0.00872182 1.27749e-35 0 4.20705e-05 2.86012e-05 Variance: 1.59394e-06 Variances/cluster: 6.0737e-08 4.09915e-08 3.68804e-08 0 2.74699e-06 5.30168e-08 8.44208e-08 6.63905e-07 1.11914e-07 6.98334e-08 0.156503 0 0 4.48473e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #13 of 1000; initialization seed = 493582238 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 64 BIC score: 502220 Distortion: 0.0453153 Distortions/cluster: 2.7094e-05 2.17412e-05 1.94952e-05 7.82999e-05 4.67043e-05 1.27749e-35 0.000297453 3.35214e-05 2.36116e-05 3.48071e-05 4.20705e-05 2.29791e-05 1.08283e-34 0.0446389 2.86012e-05 Variance: 7.67406e-06 Variances/cluster: 5.30168e-08 4.10172e-08 6.41085e-08 1.1137e-07 2.74699e-06 0 6.63905e-07 6.22874e-08 6.96288e-08 6.09382e-08 4.48473e-08 3.68804e-08 0 0.0422886 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #14 of 1000; initialization seed = 493582239 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 604739 Distortion: 0.00460007 Distortions/cluster: 7.41729e-05 2.30635e-05 0.000307974 2.60868e-05 2.98059e-05 8.38822e-05 3.44908e-05 2.50109e-05 0 9.64317e-35 3.00268e-05 0.00391362 1.91514e-05 2.37044e-35 3.27799e-05 Variance: 7.79012e-07 Variances/cluster: 5.09029e-08 4.27853e-08 1.71076e-05 5.40051e-08 6.10728e-08 1.08787e-07 6.09179e-08 7.22633e-08 0 6.86694e-32 7.58193e-08 0.00391989 6.36054e-08 0 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #15 of 1000; initialization seed = 493582240 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 83 BIC score: 502901 Distortion: 0.0450599 Distortions/cluster: 2.86463e-05 4.67043e-05 2.29193e-05 1.08283e-34 2.61719e-05 4.81569e-35 2.14045e-05 4.90368e-05 7.8852e-05 4.17764e-05 1.27749e-35 0.0446389 3.99696e-05 2.96461e-05 3.58899e-05 Variance: 7.63081e-06 Variances/cluster: 7.5181e-08 2.74699e-06 3.68435e-08 0 5.31902e-08 2.67973e-31 4.07665e-08 8.51064e-08 1.11995e-07 4.46767e-08 0 0.0422886 6.86544e-08 6.24078e-08 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #16 of 1000; initialization seed = 493582241 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 556661 Distortion: 0.0133198 Distortions/cluster: 0 4.90368e-05 7.82309e-05 2.5652e-05 3.58899e-05 3.99696e-05 2.53837e-05 0.000283421 2.25408e-05 4.67043e-05 3.81892e-05 2.24621e-05 0.00872182 0.00391362 1.68817e-05 Variance: 2.25568e-06 Variances/cluster: 0 8.51064e-08 1.14698e-07 7.24574e-08 6.04009e-08 6.86544e-08 4.09367e-08 8.94e-07 4.13553e-08 2.74699e-06 4.1016e-08 4.76858e-08 0.156503 0.00391989 7.888e-08 -------------------------------------------------------------- Initialization seed trial #17 of 1000; initialization seed = 493582242 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 607285 Distortion: 0.00436221 Distortions/cluster: 4.15428e-05 7.94619e-05 4.67043e-05 8.366e-05 6.81933e-05 9.64317e-35 4.81569e-35 2.93543e-05 0.00391362 2.60762e-05 2.37044e-35 2.90326e-05 2.14045e-05 2.31538e-05 0 Variance: 7.38731e-07 Variances/cluster: 4.46178e-08 1.12702e-07 2.74699e-06 9.74749e-08 7.6254e-08 6.86694e-32 2.67973e-31 6.17935e-08 0.00391989 5.32119e-08 0 7.5797e-08 4.07665e-08 3.69827e-08 0 -------------------------------------------------------------- Initialization seed trial #18 of 1000; initialization seed = 493582243 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 572451 Distortion: 0.00940407 Distortions/cluster: 2.58561e-05 1.27749e-35 0.000307974 2.97647e-05 4.07957e-05 0.00872182 4.67839e-05 1.08283e-34 0 3.00268e-05 2.26133e-05 2.51166e-05 3.79951e-05 3.73047e-05 7.80233e-05 Variance: 1.59256e-06 Variances/cluster: 5.3862e-08 0 1.71076e-05 6.11135e-08 6.98334e-08 0.156503 8.44208e-08 0 0 7.58193e-08 3.65278e-08 4.22088e-08 4.08514e-08 6.0737e-08 1.24428e-07 -------------------------------------------------------------- Initialization seed trial #19 of 1000; initialization seed = 493582244 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 572812 Distortion: 0.00941059 Distortions/cluster: 1.08283e-34 0.000301126 3.26776e-05 1.27749e-35 1.93288e-05 2.22907e-05 6.76894e-05 0.00872182 0 4.67043e-05 3.00268e-05 2.97647e-05 2.27887e-05 3.27146e-05 8.366e-05 Variance: 1.59366e-06 Variances/cluster: 0 2.55162e-06 4.55715e-08 0 3.96044e-08 3.62998e-08 7.57754e-08 0.156503 0 2.74699e-06 7.58193e-08 6.11135e-08 4.84822e-08 3.86664e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #20 of 1000; initialization seed = 493582245 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 53 BIC score: 688258 Distortion: 0.0007086 Distortions/cluster: 1.08283e-34 4.67839e-05 2.37044e-35 7.49785e-05 0.00029763 1.27749e-35 4.07957e-05 8.43981e-05 9.64317e-35 0 2.33576e-05 2.73846e-05 4.67043e-05 2.87034e-05 3.78634e-05 Variance: 1.2e-07 Variances/cluster: 0 8.44208e-08 0 5.11051e-08 6.5988e-07 0 6.98334e-08 1.08332e-07 6.86694e-32 0 4.30117e-08 5.33765e-08 2.74699e-06 7.51338e-08 6.15463e-08 -------------------------------------------------------------- Initialization seed trial #21 of 1000; initialization seed = 493582246 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 62 BIC score: 502751 Distortion: 0.0452984 Distortions/cluster: 4.15046e-05 0.000300791 4.70304e-05 1.08283e-34 4.12327e-05 1.27749e-35 2.19582e-05 4.15486e-05 1.56781e-05 4.77407e-05 0.0446389 3.73008e-05 2.11739e-05 2.39699e-05 1.95036e-05 Variance: 7.67119e-06 Variances/cluster: 3.37398e-07 1.87971e-05 7.99773e-08 0 4.80514e-08 0 5.80713e-08 6.20074e-08 5.9821e-08 4.88603e-08 0.0422886 4.04528e-08 7.05577e-08 6.02067e-08 4.74386e-08 -------------------------------------------------------------- Initialization seed trial #22 of 1000; initialization seed = 493582247 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 513220 Distortion: 0.0363266 Distortions/cluster: 2.37044e-35 0.000297696 9.63043e-05 0.0356196 3.73047e-05 2.87034e-05 4.30249e-05 1.27749e-35 4.07957e-05 4.67043e-05 1.08283e-34 0 4.67839e-05 2.7932e-05 4.18262e-05 Variance: 6.15184e-06 Variances/cluster: 0 6.57112e-07 1.00728e-07 0.035575 6.0737e-08 7.51338e-08 4.44433e-08 0 6.98334e-08 2.74699e-06 0 0 8.44208e-08 5.45499e-08 4.83485e-08 -------------------------------------------------------------- Initialization seed trial #23 of 1000; initialization seed = 493582248 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 76 BIC score: 572443 Distortion: 0.0094122 Distortions/cluster: 0.000297453 0.00872182 0 2.7094e-05 4.07957e-05 3.73047e-05 2.29791e-05 1.08283e-34 4.67043e-05 1.27749e-35 2.16866e-05 7.89067e-05 2.86012e-05 4.67839e-05 4.20705e-05 Variance: 1.59394e-06 Variances/cluster: 6.63905e-07 0.156503 0 5.30168e-08 6.98334e-08 6.0737e-08 3.68804e-08 0 2.74699e-06 0 4.09915e-08 1.11914e-07 7.50627e-08 8.44208e-08 4.48473e-08 -------------------------------------------------------------- Initialization seed trial #24 of 1000; initialization seed = 493582249 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 502341 Distortion: 0.0453026 Distortions/cluster: 2.48215e-05 1.97726e-05 1.08283e-34 4.67839e-05 3.67128e-05 1.27749e-35 2.86012e-05 4.35604e-05 3.32995e-05 3.14729e-05 0.000297331 3.82031e-05 2.2366e-05 4.07957e-05 0.0446389 Variance: 7.67191e-06 Variances/cluster: 4.93425e-08 4.03484e-08 0 8.44208e-08 5.98708e-08 0 7.50627e-08 2.7222e-06 3.8989e-08 4.33474e-08 6.66606e-07 3.15692e-07 3.63634e-08 6.98334e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #25 of 1000; initialization seed = 493582250 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 558268 Distortion: 0.0130573 Distortions/cluster: 6.64516e-05 4.81569e-35 8.366e-05 2.95988e-05 3.07205e-05 0.00391362 2.55481e-05 3.32645e-05 2.86463e-05 1.90628e-05 0 4.35604e-05 2.27283e-05 0.00872182 3.86413e-05 Variance: 2.21123e-06 Variances/cluster: 7.46404e-08 2.67973e-31 9.74749e-08 6.24396e-08 4.3143e-08 0.00391989 5.22408e-08 3.8948e-08 7.5181e-08 3.90593e-08 0 2.7222e-06 3.67135e-08 0.156503 3.16693e-07 -------------------------------------------------------------- Initialization seed trial #26 of 1000; initialization seed = 493582251 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 556659 Distortion: 0.0133198 Distortions/cluster: 4.67043e-05 0.000282641 0.00391362 0 4.07957e-05 3.73047e-05 2.73704e-05 2.2821e-05 7.82744e-05 4.67839e-05 4.04671e-05 0.00872182 2.21343e-05 2.2483e-05 1.65791e-05 Variance: 2.25568e-06 Variances/cluster: 2.74699e-06 9.14619e-07 0.00391989 0 6.98334e-08 6.0737e-08 7.27878e-08 3.66266e-08 1.14761e-07 8.44208e-08 4.37917e-08 0.156503 4.7699e-08 4.12493e-08 7.85674e-08 -------------------------------------------------------------- Initialization seed trial #27 of 1000; initialization seed = 493582252 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 572425 Distortion: 0.00941221 Distortions/cluster: 0.00872182 2.52042e-05 0 2.87715e-05 0.000298073 2.71909e-05 3.73047e-05 4.67839e-05 1.08283e-34 7.54502e-05 4.11244e-05 4.07957e-05 4.67043e-05 2.29829e-05 1.27749e-35 Variance: 1.59394e-06 Variances/cluster: 0.156503 4.22849e-08 0 7.51155e-08 6.49343e-07 5.33108e-08 6.0737e-08 8.44208e-08 0 1.20133e-07 4.39324e-08 6.98334e-08 2.74699e-06 3.68864e-08 0 -------------------------------------------------------------- Initialization seed trial #28 of 1000; initialization seed = 493582253 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 572443 Distortion: 0.0094122 Distortions/cluster: 7.89067e-05 4.67839e-05 1.08283e-34 4.20705e-05 4.07957e-05 4.67043e-05 3.73047e-05 0 0.000297453 0.00872182 1.27749e-35 2.7094e-05 2.86012e-05 2.29791e-05 2.16866e-05 Variance: 1.59394e-06 Variances/cluster: 1.11914e-07 8.44208e-08 0 4.48473e-08 6.98334e-08 2.74699e-06 6.0737e-08 0 6.63905e-07 0.156503 0 5.30168e-08 7.50627e-08 3.68804e-08 4.09915e-08 -------------------------------------------------------------- Initialization seed trial #29 of 1000; initialization seed = 493582254 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 511962 Distortion: 0.0361585 Distortions/cluster: 1.51614e-05 4.18182e-05 0.0214317 1.96147e-05 1.68018e-05 1.37809e-05 1.43843e-05 2.94394e-05 2.43821e-05 0 0.000300791 1.57298e-05 0.0102924 2.89099e-05 0.00391362 Variance: 6.12338e-06 Variances/cluster: 3.54206e-08 3.4273e-07 3.00065e-05 3.42875e-08 4.14816e-08 3.11053e-08 3.4327e-08 7.6659e-08 5.14344e-08 0 1.87971e-05 3.64928e-08 9.99867e-06 6.20335e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #30 of 1000; initialization seed = 493582255 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 71 BIC score: 558091 Distortion: 0.0130622 Distortions/cluster: 4.81569e-35 3.3134e-05 4.67043e-05 2.63467e-05 9.65827e-05 2.2611e-05 0.00391362 0 3.70447e-05 4.29076e-05 3.00803e-05 3.08605e-05 0.00872182 2.74568e-05 3.30761e-05 Variance: 2.21207e-06 Variances/cluster: 2.67973e-31 7.31204e-08 2.74699e-06 6.12513e-08 9.94584e-08 4.94611e-08 0.00391989 0 4.5899e-08 4.45522e-08 7.57631e-08 6.08638e-08 0.156503 5.62588e-08 8.0062e-08 -------------------------------------------------------------- Initialization seed trial #31 of 1000; initialization seed = 493582256 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 556614 Distortion: 0.0133037 Distortions/cluster: 0.00391362 2.63314e-05 0.00872182 0 2.51848e-05 7.79873e-05 3.27799e-05 1.89788e-05 2.29829e-05 0.000307974 3.84321e-05 2.47335e-05 2.86463e-05 2.97415e-05 3.44908e-05 Variance: 2.25296e-06 Variances/cluster: 0.00391989 5.32975e-08 0.156503 0 7.23474e-08 1.22803e-07 6.07967e-08 6.34539e-08 3.68864e-08 1.71076e-05 4.11003e-08 4.20597e-08 7.5181e-08 6.2346e-08 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #32 of 1000; initialization seed = 493582257 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 82 BIC score: 556948 Distortion: 0.0133136 Distortions/cluster: 0.00391362 0 2.30833e-05 1.91944e-05 1.08941e-05 3.8755e-05 2.23127e-05 2.94969e-05 2.96641e-05 0.000307974 2.80848e-05 2.93628e-05 0.00872182 4.27138e-05 9.65872e-05 Variance: 2.25463e-06 Variances/cluster: 0.00391989 0 7.37255e-08 6.439e-08 5.52826e-08 4.68003e-08 4.89156e-08 6.05637e-08 6.07671e-08 1.71076e-05 5.58295e-08 7.56714e-08 0.156503 4.44433e-08 9.99778e-08 -------------------------------------------------------------- Initialization seed trial #33 of 1000; initialization seed = 493582258 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 498325 Distortion: 0.0492239 Distortions/cluster: 1.78619e-05 1.46232e-05 1.5623e-05 2.82933e-05 4.04593e-05 0.00391362 2.90089e-05 6.73163e-05 8.3297e-06 0.000300791 8.366e-05 0.0446389 1.17139e-05 2.90326e-05 2.46129e-05 Variance: 8.33596e-06 Variances/cluster: 3.79197e-08 3.27113e-08 3.47147e-08 4.18504e-08 3.37121e-07 0.00391989 6.19798e-08 7.54422e-08 3.29199e-08 1.87971e-05 9.74749e-08 0.0422886 3.01095e-08 7.5797e-08 5.13793e-08 -------------------------------------------------------------- Initialization seed trial #34 of 1000; initialization seed = 493582259 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 556607 Distortion: 0.0133037 Distortions/cluster: 3.44908e-05 4.07238e-05 0.00391362 2.25053e-05 3.33744e-05 0 0.000307974 7.48535e-05 0.00872182 1.96059e-05 3.00268e-05 2.39625e-05 2.58561e-05 2.51166e-05 2.97647e-05 Variance: 2.25295e-06 Variances/cluster: 6.09179e-08 4.36913e-08 0.00391989 3.64712e-08 6.16704e-08 0 1.71076e-05 1.19563e-07 0.156503 6.42612e-08 7.58193e-08 7.04558e-08 5.3862e-08 4.22088e-08 6.11135e-08 -------------------------------------------------------------- Initialization seed trial #35 of 1000; initialization seed = 493582260 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 556657 Distortion: 0.0133404 Distortions/cluster: 4.67043e-05 2.05748e-05 2.3683e-05 2.12282e-05 0.00027614 0 2.71071e-05 2.05999e-05 8.33313e-05 0.00872182 0.00391362 7.62083e-05 6.80765e-05 2.01309e-05 2.11965e-05 Variance: 2.25917e-06 Variances/cluster: 2.74699e-06 4.0498e-08 4.99597e-08 4.0201e-08 1.38059e-06 0 7.22799e-08 3.51494e-08 9.7092e-08 0.156503 0.00391989 1.14934e-07 7.62086e-08 3.99387e-08 7.13631e-08 -------------------------------------------------------------- Initialization seed trial #36 of 1000; initialization seed = 493582261 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 503418 Distortion: 0.0450641 Distortions/cluster: 3.44908e-05 4.67043e-05 2.43786e-05 2.67824e-05 1.96949e-05 2.9475e-05 8.12448e-05 1.27749e-35 1.08283e-34 2.42524e-05 2.97196e-05 7.55798e-05 4.81569e-35 0.0446389 3.28638e-05 Variance: 7.63152e-06 Variances/cluster: 6.09179e-08 2.74699e-06 7.18907e-08 5.43204e-08 6.41321e-08 7.5571e-08 1.12673e-07 0 0 4.24695e-08 6.13991e-08 5.12355e-08 2.67973e-31 0.0422886 6.08393e-08 -------------------------------------------------------------- Initialization seed trial #37 of 1000; initialization seed = 493582262 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 502396 Distortion: 0.0453237 Distortions/cluster: 0.000296957 1.27749e-35 1.08283e-34 6.60089e-05 4.67043e-05 2.39841e-05 8.366e-05 1.82397e-05 0.0446389 2.88572e-05 1.74003e-05 1.97819e-05 3.78274e-05 2.86012e-05 1.67318e-05 Variance: 7.67547e-06 Variances/cluster: 6.76384e-07 0 0 7.42266e-08 2.74699e-06 4.81566e-08 9.74749e-08 3.8558e-08 0.0422886 4.20011e-08 3.45214e-08 3.44592e-08 3.00181e-07 7.50627e-08 3.66089e-08 -------------------------------------------------------------- Initialization seed trial #38 of 1000; initialization seed = 493582263 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 572443 Distortion: 0.0094122 Distortions/cluster: 7.89067e-05 4.67043e-05 1.08283e-34 4.67839e-05 4.20705e-05 0.00872182 2.29791e-05 2.7094e-05 4.07957e-05 1.27749e-35 2.16866e-05 2.86012e-05 0.000297453 0 3.73047e-05 Variance: 1.59394e-06 Variances/cluster: 1.11914e-07 2.74699e-06 0 8.44208e-08 4.48473e-08 0.156503 3.68804e-08 5.30168e-08 6.98334e-08 0 4.09915e-08 7.50627e-08 6.63905e-07 0 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #39 of 1000; initialization seed = 493582264 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 498360 Distortion: 0.0492505 Distortions/cluster: 0.000273193 1.9861e-05 1.95122e-05 8.37767e-05 2.09543e-05 4.67043e-05 1.54405e-05 1.87258e-05 7.00122e-05 2.1018e-05 0.00391362 2.4928e-05 1.57153e-05 0.0446389 6.80765e-05 Variance: 8.34047e-06 Variances/cluster: 2.60161e-06 3.45368e-08 5.12087e-08 9.74973e-08 4.07635e-08 2.74699e-06 4.88583e-08 3.81348e-08 1.2964e-07 5.72644e-08 0.00391989 4.10638e-08 6.6304e-08 0.0422886 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #40 of 1000; initialization seed = 493582265 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 574356 Distortion: 0.00915933 Distortions/cluster: 9.75704e-05 4.81569e-35 1.27749e-35 4.67839e-05 3.00803e-05 1.08283e-34 0 4.67043e-05 3.73047e-05 0.00872182 4.26351e-05 2.74568e-05 3.08605e-05 3.73166e-05 4.07957e-05 Variance: 1.55111e-06 Variances/cluster: 1.00269e-07 2.67973e-31 0 8.44208e-08 7.57631e-08 0 0 2.74699e-06 6.0737e-08 0.156503 4.44539e-08 5.62588e-08 6.08638e-08 4.60078e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #41 of 1000; initialization seed = 493582266 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 604191 Distortion: 0.00460402 Distortions/cluster: 2.17412e-05 4.67043e-05 4.90368e-05 0 4.0274e-05 2.7094e-05 9.64317e-35 2.29791e-05 3.61391e-05 0.00391362 2.86012e-05 7.82999e-05 2.37044e-35 4.20705e-05 0.000297453 Variance: 7.79681e-07 Variances/cluster: 4.10172e-08 2.74699e-06 8.51064e-08 0 6.8705e-08 5.30168e-08 6.86694e-32 3.68804e-08 6.1129e-08 0.00391989 7.50627e-08 1.1137e-07 0 4.48473e-08 6.63905e-07 -------------------------------------------------------------- Initialization seed trial #42 of 1000; initialization seed = 493582267 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 502206 Distortion: 0.0453072 Distortions/cluster: 2.86463e-05 2.29829e-05 1.88735e-05 2.52042e-05 1.27749e-35 2.62597e-05 3.27799e-05 0.0446389 1.08283e-34 3.44908e-05 7.48978e-05 4.11244e-05 2.97415e-05 0.000307974 2.52896e-05 Variance: 7.67268e-06 Variances/cluster: 7.5181e-08 3.68864e-08 6.33136e-08 4.22849e-08 0 5.32602e-08 6.07967e-08 0.0422886 0 6.09179e-08 1.19443e-07 4.39324e-08 6.2346e-08 1.71076e-05 7.24403e-08 -------------------------------------------------------------- Initialization seed trial #43 of 1000; initialization seed = 493582268 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 513667 Distortion: 0.0360556 Distortions/cluster: 1.27749e-35 4.82377e-05 3.33158e-05 4.67043e-05 1.08283e-34 2.40209e-05 4.81569e-35 1.96059e-05 0.0356196 3.44908e-05 2.37044e-35 4.08682e-05 4.94716e-05 4.4522e-05 9.48059e-05 Variance: 6.10594e-06 Variances/cluster: 0 5.11478e-08 6.16762e-08 2.74699e-06 0 7.04205e-08 2.67973e-31 6.42612e-08 0.035575 6.09179e-08 0 6.32579e-08 8.03046e-08 4.47417e-08 1.01388e-07 -------------------------------------------------------------- Initialization seed trial #44 of 1000; initialization seed = 493582269 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 58 BIC score: 499404 Distortion: 0.0489634 Distortions/cluster: 2.76979e-05 3.12196e-05 0.00391362 1.88645e-05 2.33896e-05 5.81888e-05 3.48795e-05 4.35604e-05 1.56942e-05 3.34744e-05 0.0446389 8.03927e-05 2.24939e-05 4.81569e-35 2.10109e-05 Variance: 8.29186e-06 Variances/cluster: 7.28833e-08 4.32966e-08 0.00391989 3.91342e-08 5.09537e-08 6.66322e-08 3.14191e-07 2.7222e-06 2.6595e-07 3.90566e-08 0.0422886 9.47727e-08 3.65119e-08 2.67973e-31 4.37688e-08 -------------------------------------------------------------- Initialization seed trial #45 of 1000; initialization seed = 493582270 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 572450 Distortion: 0.00940407 Distortions/cluster: 2.58561e-05 3.79187e-05 7.80233e-05 0.000307974 3.73047e-05 2.51166e-05 3.00268e-05 0.00872182 1.08283e-34 2.97647e-05 4.67839e-05 1.27749e-35 2.26899e-05 4.07957e-05 0 Variance: 1.59256e-06 Variances/cluster: 5.3862e-08 4.08571e-08 1.24428e-07 1.71076e-05 6.0737e-08 4.22088e-08 7.58193e-08 0.156503 0 6.11135e-08 8.44208e-08 0 3.65334e-08 6.98334e-08 0 -------------------------------------------------------------- Initialization seed trial #46 of 1000; initialization seed = 493582271 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 498856 Distortion: 0.0489665 Distortions/cluster: 4.07957e-05 4.81569e-35 2.25738e-05 0.0446389 4.67043e-05 2.34323e-05 1.20547e-05 3.73047e-05 2.15125e-05 2.21237e-05 0.00391362 4.0501e-05 7.74848e-05 4.67839e-05 2.26605e-05 Variance: 8.29237e-06 Variances/cluster: 6.98334e-08 2.67973e-31 4.91763e-08 0.0422886 2.74699e-06 5.51297e-08 6.14985e-08 6.0737e-08 7.29182e-08 3.61456e-08 0.00391989 4.36395e-08 1.16159e-07 8.44208e-08 4.11222e-08 -------------------------------------------------------------- Initialization seed trial #47 of 1000; initialization seed = 493582272 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 556771 Distortion: 0.0133135 Distortions/cluster: 3.44908e-05 2.34656e-05 1.96059e-05 4.67043e-05 0.00391362 0.00872182 3.33158e-05 7.92215e-05 3.25448e-05 2.40209e-05 0 4.27051e-05 4.05401e-05 0.000277999 2.3444e-05 Variance: 2.25461e-06 Variances/cluster: 6.09179e-08 3.71249e-08 6.42612e-08 2.74699e-06 0.00391989 0.156503 6.16762e-08 1.09867e-07 5.49694e-08 7.04205e-08 0 4.51866e-08 7.34365e-08 1.79339e-06 4.36532e-08 -------------------------------------------------------------- Initialization seed trial #48 of 1000; initialization seed = 493582273 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 556698 Distortion: 0.0133189 Distortions/cluster: 4.67043e-05 7.84034e-05 4.90368e-05 2.19517e-05 0.00872182 2.49934e-05 0 4.07912e-05 4.0274e-05 1.69003e-05 2.28553e-05 1.16404e-05 0.000293803 3.61391e-05 0.00391362 Variance: 2.25553e-06 Variances/cluster: 2.74699e-06 1.13453e-07 8.51064e-08 4.09507e-08 0.156503 5.35143e-08 0 4.38106e-08 6.8705e-08 6.32921e-08 3.67998e-08 6.15842e-08 6.8162e-07 6.1129e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #49 of 1000; initialization seed = 493582274 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 502576 Distortion: 0.0453248 Distortions/cluster: 1.34173e-05 2.87034e-05 1.231e-05 2.82778e-05 0.000297696 9.56882e-05 4.18954e-05 0.0446389 1.27749e-35 4.30249e-05 2.50944e-05 4.67043e-05 2.51858e-05 1.08283e-34 2.7932e-05 Variance: 7.67567e-06 Variances/cluster: 5.38675e-08 7.51338e-08 5.61921e-08 5.93876e-08 6.57112e-07 1.00293e-07 4.83726e-08 0.0422886 0 4.44433e-08 5.3949e-08 2.74699e-06 7.36195e-08 0 5.45499e-08 -------------------------------------------------------------- Initialization seed trial #50 of 1000; initialization seed = 493582275 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 88 BIC score: 498393 Distortion: 0.0492087 Distortions/cluster: 3.67128e-05 0.000273861 4.07957e-05 2.04708e-05 0.00391362 4.67839e-05 2.38982e-05 2.69107e-05 3.06655e-05 4.35604e-05 2.2123e-05 3.26578e-05 1.89988e-05 0.0446389 3.86854e-05 Variance: 8.33339e-06 Variances/cluster: 5.98708e-08 2.58337e-06 6.98334e-08 4.83898e-08 0.00391989 8.44208e-08 6.3894e-08 5.87522e-08 4.31263e-08 2.7222e-06 3.61445e-08 3.85993e-08 3.93313e-08 0.0422886 3.17057e-07 -------------------------------------------------------------- Initialization seed trial #51 of 1000; initialization seed = 493582276 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 557880 Distortion: 0.0130564 Distortions/cluster: 2.51166e-05 4.08813e-05 4.81569e-35 4.67839e-05 3.73047e-05 2.25053e-05 0.00872182 4.07957e-05 2.58561e-05 3.00268e-05 7.52486e-05 0.00391362 0 4.67043e-05 2.97647e-05 Variance: 2.21108e-06 Variances/cluster: 4.22088e-08 4.38132e-08 2.67973e-31 8.44208e-08 6.0737e-08 3.64712e-08 0.156503 6.98334e-08 5.3862e-08 7.58193e-08 1.20195e-07 0.00391989 0 2.74699e-06 6.11135e-08 -------------------------------------------------------------- Initialization seed trial #52 of 1000; initialization seed = 493582277 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 508104 Distortion: 0.0399596 Distortions/cluster: 4.67839e-05 2.37044e-35 3.73047e-05 2.09894e-05 2.27632e-05 0.00391362 4.07957e-05 2.10073e-05 4.1844e-05 4.67043e-05 2.29068e-05 4.70304e-05 0.0356196 7.82618e-05 4.81569e-35 Variance: 6.76707e-06 Variances/cluster: 8.44208e-08 0 6.0737e-08 4.09114e-08 3.73124e-08 0.00391989 6.98334e-08 4.0551e-08 6.26353e-08 2.74699e-06 4.34622e-08 7.99773e-08 0.035575 1.10218e-07 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #53 of 1000; initialization seed = 493582278 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 557027 Distortion: 0.0133198 Distortions/cluster: 4.67043e-05 3.78274e-05 1.84881e-05 2.1676e-05 2.10276e-05 2.20267e-05 6.60089e-05 0 8.366e-05 2.14142e-05 0.00391362 0.000283186 3.16753e-05 3.06157e-05 0.00872182 Variance: 2.25567e-06 Variances/cluster: 2.74699e-06 3.00181e-07 3.8433e-08 3.5824e-08 5.14075e-08 6.90437e-08 7.42266e-08 0 9.74749e-08 4.55583e-08 0.00391989 1.51425e-06 3.79767e-08 4.32387e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #54 of 1000; initialization seed = 493582279 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 498320 Distortion: 0.0492432 Distortions/cluster: 1.96497e-05 2.00631e-05 1.96063e-05 0.00391362 9.46586e-06 2.34047e-05 1.29767e-05 6.81933e-05 0.0446389 0.000307974 1.69963e-05 7.22273e-05 2.06197e-05 8.366e-05 1.58153e-05 Variance: 8.33924e-06 Variances/cluster: 3.44088e-08 4.02031e-08 3.92877e-08 0.00391989 5.91566e-08 4.04887e-08 4.60129e-08 7.6254e-08 0.0422886 1.71076e-05 7.38914e-08 1.22824e-07 5.72715e-08 9.74749e-08 4.3326e-08 -------------------------------------------------------------- Initialization seed trial #55 of 1000; initialization seed = 493582280 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 502330 Distortion: 0.0453347 Distortions/cluster: 1.19074e-05 0.000307974 8.37767e-05 2.2495e-05 1.27749e-35 2.19779e-05 2.21668e-05 2.18481e-05 7.46035e-05 1.8811e-05 1.08283e-34 2.2009e-05 6.80765e-05 0.0446389 2.01646e-05 Variance: 7.67735e-06 Variances/cluster: 6.13734e-08 1.71076e-05 9.74973e-08 5.43307e-08 0 4.03226e-08 7.29116e-08 4.12192e-08 1.1766e-07 3.91046e-08 0 4.89047e-08 7.62086e-08 0.0422886 3.47027e-08 -------------------------------------------------------------- Initialization seed trial #56 of 1000; initialization seed = 493582281 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 503278 Distortion: 0.0450475 Distortions/cluster: 3.62143e-05 3.0528e-05 1.27749e-35 3.53035e-05 4.86163e-05 1.08283e-34 3.99696e-05 2.54116e-05 2.97005e-05 3.00268e-05 4.67043e-05 0.0446389 3.70588e-05 4.90368e-05 4.81569e-35 Variance: 7.6287e-06 Variances/cluster: 2.96805e-07 6.08078e-08 0 5.95142e-08 4.89055e-08 0 6.86544e-08 5.16448e-08 4.11887e-08 7.58193e-08 2.74699e-06 0.0422886 4.08101e-08 8.51064e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #57 of 1000; initialization seed = 493582282 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 17 BIC score: 502472 Distortion: 0.045291 Distortions/cluster: 3.80062e-05 0.000296857 2.36116e-05 2.10045e-05 1.27749e-35 3.36592e-05 3.74435e-05 1.08283e-34 0.0446389 4.32487e-05 3.78428e-05 3.49427e-05 1.96059e-05 3.34357e-05 3.24286e-05 Variance: 7.66994e-06 Variances/cluster: 7.64653e-08 1.9788e-05 6.96288e-08 3.54167e-08 0 6.21968e-08 5.85913e-08 0 0.0422886 3.69605e-07 4.47804e-08 5.80395e-08 6.42612e-08 5.91588e-08 3.83738e-08 -------------------------------------------------------------- Initialization seed trial #58 of 1000; initialization seed = 493582283 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 572384 Distortion: 0.00943266 Distortions/cluster: 1.86658e-05 6.81933e-05 2.86012e-05 8.366e-05 4.67043e-05 7.5094e-05 1.27749e-35 1.08283e-34 0.0002974 0 2.13118e-05 2.28673e-05 2.17457e-05 2.65995e-05 0.00872182 Variance: 1.5974e-06 Variances/cluster: 3.88028e-08 7.6254e-08 7.50627e-08 9.74749e-08 2.74699e-06 1.15341e-07 0 0 6.65271e-07 0 3.5694e-08 4.25005e-08 4.06424e-08 5.26676e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #59 of 1000; initialization seed = 493582284 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 556623 Distortion: 0.0133186 Distortions/cluster: 7.51433e-05 0.00391362 2.1702e-05 4.67839e-05 1.827e-05 4.67043e-05 3.73047e-05 0.000287296 0.00872182 2.28165e-05 4.07957e-05 0 3.94494e-05 2.3351e-05 2.35463e-05 Variance: 2.25548e-06 Variances/cluster: 1.20798e-07 0.00391989 3.58077e-08 8.44208e-08 6.74115e-08 2.74699e-06 6.0737e-08 1.13998e-06 0.156503 4.67512e-08 6.98334e-08 0 4.30632e-08 4.05361e-08 5.84221e-08 -------------------------------------------------------------- Initialization seed trial #60 of 1000; initialization seed = 493582285 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 574296 Distortion: 0.0091704 Distortions/cluster: 2.14045e-05 0.00872182 0 1.08283e-34 6.81933e-05 4.10797e-05 2.96461e-05 4.81569e-35 1.27749e-35 4.67043e-05 2.61719e-05 2.86463e-05 8.366e-05 2.29193e-05 8.01568e-05 Variance: 1.55299e-06 Variances/cluster: 4.07665e-08 0.156503 0 0 7.6254e-08 4.39787e-08 6.24078e-08 2.67973e-31 0 2.74699e-06 5.31902e-08 7.5181e-08 9.74749e-08 3.68435e-08 1.13526e-07 -------------------------------------------------------------- Initialization seed trial #61 of 1000; initialization seed = 493582286 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 502892 Distortion: 0.0450599 Distortions/cluster: 4.07957e-05 3.73047e-05 4.67043e-05 2.59354e-05 4.67839e-05 2.98108e-05 4.06408e-05 4.81569e-35 2.19517e-05 1.08283e-34 0.0446389 1.27749e-35 7.89562e-05 2.93825e-05 2.27194e-05 Variance: 7.63081e-06 Variances/cluster: 6.98334e-08 6.0737e-08 2.74699e-06 5.3803e-08 8.44208e-08 7.58485e-08 4.36959e-08 2.67973e-31 4.09507e-08 0 0.0422886 0 1.14088e-07 6.10813e-08 3.66399e-08 -------------------------------------------------------------- Initialization seed trial #62 of 1000; initialization seed = 493582287 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 557861 Distortion: 0.0130769 Distortions/cluster: 0 7.30176e-05 2.07519e-05 1.90544e-05 2.19565e-05 0.00391362 4.67043e-05 6.80765e-05 4.81569e-35 8.37767e-05 2.92075e-05 2.39275e-05 2.98108e-05 0.00872182 2.52069e-05 Variance: 2.21455e-06 Variances/cluster: 0 1.21079e-07 3.52882e-08 3.93652e-08 4.1268e-08 0.00391989 2.74699e-06 7.62086e-08 2.67973e-31 9.74973e-08 6.12266e-08 4.11794e-08 7.58485e-08 0.156503 5.29508e-08 -------------------------------------------------------------- Initialization seed trial #63 of 1000; initialization seed = 493582288 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 503524 Distortion: 0.0450711 Distortions/cluster: 4.00733e-05 1.71828e-05 7.37681e-05 2.46077e-05 0.0446389 4.67043e-05 4.88691e-05 4.81569e-35 1.08283e-34 1.17609e-05 2.32806e-05 2.57491e-05 8.36642e-05 3.65069e-05 1.27749e-35 Variance: 7.6327e-06 Variances/cluster: 6.87144e-08 6.36354e-08 5.07995e-08 5.44368e-08 0.0422886 2.74699e-06 8.51109e-08 2.67973e-31 0 6.18941e-08 4.28698e-08 5.60937e-08 1.0907e-07 6.12331e-08 0 -------------------------------------------------------------- Initialization seed trial #64 of 1000; initialization seed = 493582289 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 502204 Distortion: 0.0453153 Distortions/cluster: 1.08283e-34 2.40958e-05 2.53108e-05 4.67043e-05 2.29829e-05 3.35214e-05 0.000298073 7.74101e-05 2.71031e-05 0.0446389 1.27749e-35 3.85916e-05 2.87715e-05 3.48071e-05 1.90128e-05 Variance: 7.67406e-06 Variances/cluster: 0 7.0024e-08 4.23217e-08 2.74699e-06 3.68864e-08 6.22874e-08 6.49343e-07 1.23845e-07 5.3243e-08 0.0422886 0 4.11827e-08 7.51155e-08 6.09382e-08 6.35675e-08 -------------------------------------------------------------- Initialization seed trial #65 of 1000; initialization seed = 493582290 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 558164 Distortion: 0.0130589 Distortions/cluster: 3.08605e-05 3.00803e-05 9.71447e-05 3.25482e-05 0 0.00391362 4.81569e-35 1.92126e-05 3.48071e-05 3.68522e-05 2.4864e-05 2.75883e-05 0.00872182 4.28465e-05 4.67043e-05 Variance: 2.21151e-06 Variances/cluster: 6.08638e-08 7.57631e-08 9.97289e-08 6.08182e-08 0 0.00391989 2.67973e-31 6.35975e-08 6.09382e-08 4.57172e-08 7.22565e-08 5.62975e-08 0.156503 4.46278e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #66 of 1000; initialization seed = 493582291 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 557899 Distortion: 0.0130564 Distortions/cluster: 7.8852e-05 4.07957e-05 3.73047e-05 0.00391362 4.81569e-35 4.67043e-05 2.14045e-05 2.96461e-05 4.67839e-05 0 4.15428e-05 0.00872182 2.61719e-05 2.31538e-05 2.86463e-05 Variance: 2.21108e-06 Variances/cluster: 1.11995e-07 6.98334e-08 6.0737e-08 0.00391989 2.67973e-31 2.74699e-06 4.07665e-08 6.24078e-08 8.44208e-08 0 4.46178e-08 0.156503 5.31902e-08 3.69827e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #67 of 1000; initialization seed = 493582292 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 497951 Distortion: 0.0492287 Distortions/cluster: 2.43043e-05 7.13115e-05 3.58899e-05 2.20278e-05 0.0446389 0.00391362 4.8941e-05 2.03372e-05 2.08966e-05 1.59469e-05 0.000287245 4.67043e-05 4.00656e-05 1.9195e-05 2.32663e-05 Variance: 8.33678e-06 Variances/cluster: 4.07752e-08 1.23152e-07 6.04009e-08 4.79868e-08 0.0422886 0.00391989 8.50878e-08 3.482e-08 4.1294e-08 6.58909e-08 1.15816e-06 2.74699e-06 6.87013e-08 3.85407e-08 5.52593e-08 -------------------------------------------------------------- Initialization seed trial #68 of 1000; initialization seed = 493582293 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 572719 Distortion: 0.00942458 Distortions/cluster: 7.65154e-05 8.37767e-05 1.25384e-05 2.40848e-05 0.00872182 0 1.08283e-34 1.27749e-35 2.28163e-05 2.11965e-05 6.80765e-05 2.22339e-05 2.54701e-05 0.000307974 3.80813e-05 Variance: 1.59603e-06 Variances/cluster: 1.29675e-07 9.74973e-08 6.17604e-08 5.61365e-08 0.156503 0 0 0 4.8958e-08 7.30858e-08 7.62086e-08 3.62074e-08 4.16819e-08 1.71076e-05 4.09001e-08 -------------------------------------------------------------- Initialization seed trial #69 of 1000; initialization seed = 493582294 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 574295 Distortion: 0.0091704 Distortions/cluster: 1.08283e-34 0.00872182 2.58452e-05 8.366e-05 2.61719e-05 2.14045e-05 4.81569e-35 1.27749e-35 0 3.82332e-05 2.96461e-05 8.00798e-05 4.67043e-05 6.81933e-05 2.86463e-05 Variance: 1.55299e-06 Variances/cluster: 0 0.156503 4.12815e-08 9.74749e-08 5.31902e-08 4.07665e-08 2.67973e-31 0 0 4.10633e-08 6.24078e-08 1.13578e-07 2.74699e-06 7.6254e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #70 of 1000; initialization seed = 493582295 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 572936 Distortion: 0.00941238 Distortions/cluster: 4.91981e-05 1.0777e-05 0.000307974 1.08283e-34 1.27749e-35 2.30833e-05 4.18146e-05 2.23127e-05 0.00872182 2.96641e-05 4.72422e-05 4.45648e-05 1.93123e-05 9.46155e-05 0 Variance: 1.59397e-06 Variances/cluster: 5.15647e-08 5.49674e-08 1.71076e-05 0 0 7.37255e-08 6.30633e-08 4.89156e-08 0.156503 6.07671e-08 8.00651e-08 4.47847e-08 6.45688e-08 1.0151e-07 0 -------------------------------------------------------------- Initialization seed trial #71 of 1000; initialization seed = 493582296 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 68 BIC score: 497815 Distortion: 0.0492251 Distortions/cluster: 2.86012e-05 2.08278e-05 2.18774e-05 7.51602e-05 3.41628e-05 0.0002974 0.00391362 2.10157e-05 2.62273e-05 4.67043e-05 2.1474e-05 2.65995e-05 1.92037e-05 3.33079e-05 0.0446389 Variance: 8.33617e-06 Variances/cluster: 7.50627e-08 3.54173e-08 4.11194e-08 1.12169e-07 7.4731e-08 6.65271e-07 0.00391989 4.01791e-08 6.12585e-08 2.74699e-06 4.74936e-08 5.26676e-08 3.95102e-08 8.00416e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #72 of 1000; initialization seed = 493582297 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 607478 Distortion: 0.00435296 Distortions/cluster: 3.36146e-05 0 4.4522e-05 9.44479e-05 2.67265e-05 9.64317e-35 0.00391362 3.13834e-05 4.81563e-05 4.08682e-05 4.94716e-05 4.81569e-35 2.34472e-05 2.37044e-35 4.67043e-05 Variance: 7.37166e-07 Variances/cluster: 7.38549e-08 0 4.47417e-08 1.01005e-07 6.11389e-08 6.86694e-32 0.00391989 7.96278e-08 5.11158e-08 6.32579e-08 8.03046e-08 2.67973e-31 5.01919e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #73 of 1000; initialization seed = 493582298 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 90 BIC score: 607287 Distortion: 0.0043622 Distortions/cluster: 4.10797e-05 2.86463e-05 2.29193e-05 2.14045e-05 2.61719e-05 0 8.01568e-05 0.00391362 6.80765e-05 4.81569e-35 2.96461e-05 8.37767e-05 9.64317e-35 2.37044e-35 4.67043e-05 Variance: 7.38731e-07 Variances/cluster: 4.39787e-08 7.5181e-08 3.68435e-08 4.07665e-08 5.31902e-08 0 1.13526e-07 0.00391989 7.62086e-08 2.67973e-31 6.24078e-08 9.74973e-08 6.86694e-32 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #74 of 1000; initialization seed = 493582299 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 502338 Distortion: 0.0453116 Distortions/cluster: 2.31325e-05 3.9971e-05 2.11957e-05 0.000307974 8.39423e-05 2.45285e-05 2.06002e-05 3.36913e-05 3.73976e-05 2.42703e-05 4.14869e-05 0.0446389 1.08283e-34 1.27749e-35 1.44798e-05 Variance: 7.67343e-06 Variances/cluster: 5.91436e-08 6.30404e-08 7.11044e-08 1.71076e-05 1.02735e-07 4.04713e-08 4.84553e-08 5.37289e-08 4.10475e-08 6.23709e-08 7.71071e-08 0.0422886 0 0 5.81331e-08 -------------------------------------------------------------- Initialization seed trial #75 of 1000; initialization seed = 493582300 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 71 BIC score: 556759 Distortion: 0.0132992 Distortions/cluster: 4.35604e-05 2.86012e-05 4.88691e-05 1.97726e-05 3.32995e-05 2.48215e-05 3.14729e-05 0 2.2366e-05 0.000297331 3.53674e-05 3.82031e-05 4.00733e-05 0.00872182 0.00391362 Variance: 2.25219e-06 Variances/cluster: 2.7222e-06 7.50627e-08 8.51109e-08 4.03484e-08 3.8989e-08 4.93425e-08 4.33474e-08 0 3.63634e-08 6.66606e-07 5.95215e-08 3.15692e-07 6.87144e-08 0.156503 0.00391989 -------------------------------------------------------------- Initialization seed trial #76 of 1000; initialization seed = 493582301 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 556913 Distortion: 0.0132877 Distortions/cluster: 4.05644e-05 3.77533e-05 0.00872182 3.80062e-05 0 0.00391362 0.000300791 3.64804e-05 1.88048e-05 3.31695e-05 3.26589e-05 2.07945e-05 3.36824e-05 3.48496e-05 2.4656e-05 Variance: 2.25024e-06 Variances/cluster: 3.37998e-07 4.46745e-08 0.156503 7.64653e-08 0 0.00391989 1.87971e-05 5.74438e-08 6.32957e-08 6.17483e-08 3.84642e-08 3.52409e-08 5.91764e-08 5.79811e-08 7.10325e-08 -------------------------------------------------------------- Initialization seed trial #77 of 1000; initialization seed = 493582302 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 66 BIC score: 556575 Distortion: 0.0133342 Distortions/cluster: 8.366e-05 2.50823e-05 6.81933e-05 2.91421e-05 1.20213e-05 8.90982e-06 1.8897e-05 1.94375e-05 7.53011e-05 0.00391362 2.10601e-05 2.90326e-05 0 0.00872182 0.000307974 Variance: 2.25811e-06 Variances/cluster: 9.74749e-08 5.22501e-08 7.6254e-08 6.18677e-08 3.03533e-08 3.38737e-08 3.98637e-08 3.85632e-08 1.18201e-07 0.00391989 4.01106e-08 7.5797e-08 0 0.156503 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #78 of 1000; initialization seed = 493582303 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 498233 Distortion: 0.049193 Distortions/cluster: 0.0446389 3.93166e-05 0.000300791 2.51399e-05 3.28473e-05 2.99459e-05 1.8854e-05 3.36824e-05 2.22203e-05 0.00391362 3.07843e-05 1.91109e-05 2.98458e-05 2.52401e-05 3.26327e-05 Variance: 8.33073e-06 Variances/cluster: 0.0422886 3.38897e-07 1.87971e-05 7.24266e-08 3.87316e-08 7.58063e-08 6.32482e-08 5.91764e-08 3.62443e-08 0.00391989 4.33543e-08 3.90779e-08 6.11545e-08 5.29095e-08 6.08624e-08 -------------------------------------------------------------- Initialization seed trial #79 of 1000; initialization seed = 493582304 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 17 BIC score: 604075 Distortion: 0.00460128 Distortions/cluster: 3.58899e-05 0.000307974 7.77396e-05 2.09078e-05 2.31879e-05 2.30567e-05 4.90368e-05 2.08643e-05 0.00391362 9.64317e-35 0 4.1794e-05 2.37044e-35 4.72422e-05 3.99696e-05 Variance: 7.79218e-07 Variances/cluster: 6.04009e-08 1.71076e-05 1.10888e-07 4.0992e-08 3.76995e-08 4.31732e-08 8.51064e-08 4.04311e-08 0.00391989 6.86694e-32 0 6.25604e-08 0 8.00651e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #80 of 1000; initialization seed = 493582305 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 556667 Distortion: 0.0133186 Distortions/cluster: 4.0274e-05 0.00391362 2.28214e-05 2.52158e-05 3.77685e-05 2.24246e-05 2.36897e-05 3.61391e-05 7.68894e-05 0.000286683 0 0.00872182 1.54704e-05 4.67043e-05 4.90368e-05 Variance: 2.25547e-06 Variances/cluster: 6.8705e-08 0.00391989 4.13392e-08 4.07317e-08 4.07831e-08 4.8745e-08 5.45796e-08 6.1129e-08 1.15439e-07 1.19942e-06 0 0.156503 6.52705e-08 2.74699e-06 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #81 of 1000; initialization seed = 493582306 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 508805 Distortion: 0.0399652 Distortions/cluster: 2.37864e-05 3.61391e-05 4.90368e-05 2.40462e-05 2.2543e-05 0.00391362 2.30021e-05 2.37044e-35 4.67043e-05 7.25618e-05 8.15983e-05 0.0356196 4.0274e-05 4.81569e-35 1.23631e-05 Variance: 6.76803e-06 Variances/cluster: 7.22935e-08 6.1129e-08 8.51064e-08 5.99602e-08 4.13593e-08 0.00391989 4.76194e-08 0 2.74699e-06 5.04552e-08 1.10557e-07 0.035575 6.8705e-08 2.67973e-31 6.21209e-08 -------------------------------------------------------------- Initialization seed trial #82 of 1000; initialization seed = 493582307 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 58 BIC score: 499201 Distortion: 0.0489676 Distortions/cluster: 0.0446389 1.82905e-05 3.14094e-05 1.22168e-05 0.00391362 4.81569e-35 8.366e-05 2.41418e-05 3.78274e-05 2.00485e-05 3.02031e-05 4.67043e-05 2.14989e-05 6.60089e-05 2.30555e-05 Variance: 8.29257e-06 Variances/cluster: 0.0422886 3.81811e-08 3.77938e-08 6.20088e-08 0.00391989 2.67973e-31 9.74749e-08 7.22754e-08 3.00181e-07 5.19343e-08 4.30207e-08 2.74699e-06 3.57083e-08 7.42266e-08 4.79283e-08 -------------------------------------------------------------- Initialization seed trial #83 of 1000; initialization seed = 493582308 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 498951 Distortion: 0.048968 Distortions/cluster: 6.6306e-05 2.23769e-05 1.83593e-05 8.33627e-05 4.81569e-35 2.85287e-05 1.62792e-05 2.98108e-05 4.67043e-05 2.03091e-05 1.6469e-05 2.90887e-05 3.78274e-05 0.0446389 0.00391362 Variance: 8.29263e-06 Variances/cluster: 7.43933e-08 4.8118e-08 3.88109e-08 9.73555e-08 2.67973e-31 4.18887e-08 3.36317e-08 7.58485e-08 2.74699e-06 3.48914e-08 3.5877e-08 6.12343e-08 3.00181e-07 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #84 of 1000; initialization seed = 493582309 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 503173 Distortion: 0.0450624 Distortions/cluster: 2.39539e-05 4.81569e-35 1.08283e-34 1.27749e-35 3.35214e-05 3.08605e-05 2.74568e-05 3.48071e-05 4.67043e-05 0.0446389 4.26351e-05 3.00803e-05 1.91536e-05 9.70233e-05 3.73166e-05 Variance: 7.63123e-06 Variances/cluster: 7.00189e-08 2.67973e-31 0 0 6.22874e-08 6.08638e-08 5.62588e-08 6.09382e-08 2.74699e-06 0.0422886 4.44539e-08 7.57631e-08 6.36129e-08 9.98093e-08 4.60078e-08 -------------------------------------------------------------- Initialization seed trial #85 of 1000; initialization seed = 493582310 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 513495 Distortion: 0.0360681 Distortions/cluster: 4.67043e-05 8.01568e-05 2.14045e-05 6.81933e-05 4.81569e-35 1.27749e-35 1.08283e-34 2.96461e-05 0.0356196 2.86463e-05 2.37044e-35 8.366e-05 2.29193e-05 4.10797e-05 2.61719e-05 Variance: 6.10807e-06 Variances/cluster: 2.74699e-06 1.13526e-07 4.07665e-08 7.6254e-08 2.67973e-31 0 0 6.24078e-08 0.035575 7.5181e-08 0 9.74749e-08 3.68435e-08 4.39787e-08 5.31902e-08 -------------------------------------------------------------- Initialization seed trial #86 of 1000; initialization seed = 493582311 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 497870 Distortion: 0.0492218 Distortions/cluster: 7.21225e-05 2.10038e-05 3.28638e-05 2.86012e-05 3.44908e-05 0.0446389 0.0002974 4.67043e-05 2.40623e-05 1.89714e-05 2.70073e-05 1.96949e-05 2.43786e-05 0.00391362 2.1972e-05 Variance: 8.33562e-06 Variances/cluster: 1.192e-07 3.55353e-08 6.08393e-08 7.50627e-08 6.09179e-08 0.0422886 6.65271e-07 2.74699e-06 4.12693e-08 3.92748e-08 5.2847e-08 6.41321e-08 7.18907e-08 0.00391989 4.1297e-08 -------------------------------------------------------------- Initialization seed trial #87 of 1000; initialization seed = 493582312 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 502837 Distortion: 0.0453223 Distortions/cluster: 0.0446389 4.45648e-05 4.72422e-05 4.18146e-05 4.91981e-05 9.42399e-06 1.08283e-34 2.42703e-05 1.35207e-05 1.85499e-05 1.27749e-35 1.83701e-05 0.000307974 1.42564e-05 9.41759e-05 Variance: 7.67524e-06 Variances/cluster: 0.0422886 4.47847e-08 8.00651e-08 6.30633e-08 5.15647e-08 5.23387e-08 0 6.23709e-08 5.70312e-08 4.39429e-08 0 5.51476e-08 1.71076e-05 7.46183e-08 1.01147e-07 -------------------------------------------------------------- Initialization seed trial #88 of 1000; initialization seed = 493582313 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 498057 Distortion: 0.0492003 Distortions/cluster: 1.64443e-05 3.93166e-05 1.84926e-05 1.62202e-05 2.43221e-05 4.75489e-05 2.85228e-05 0.00391362 2.06045e-05 0.000300791 4.04474e-05 2.96888e-05 3.62982e-05 2.9099e-05 0.0446389 Variance: 8.33198e-06 Variances/cluster: 3.58233e-08 3.38897e-07 3.86029e-08 3.36488e-08 5.17444e-08 8.47307e-08 4.20653e-08 0.00391989 3.52174e-08 1.87971e-05 6.93558e-08 7.57307e-08 5.97798e-08 6.13853e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #89 of 1000; initialization seed = 493582314 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 558257 Distortion: 0.0130575 Distortions/cluster: 3.07205e-05 3.78274e-05 2.90326e-05 0.00872182 0.00391362 4.67043e-05 2.25278e-05 0 2.36478e-05 4.81569e-35 1.93494e-05 2.92769e-05 6.60089e-05 3.32645e-05 8.366e-05 Variance: 2.21126e-06 Variances/cluster: 4.3143e-08 3.00181e-07 7.5797e-08 0.156503 0.00391989 2.74699e-06 3.65076e-08 0 4.87539e-08 2.67973e-31 3.95656e-08 6.18912e-08 7.42266e-08 3.8948e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #90 of 1000; initialization seed = 493582315 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 498964 Distortion: 0.0489678 Distortions/cluster: 2.49894e-05 1.64468e-05 4.81569e-35 1.79595e-05 0.00391362 1.63646e-05 2.05094e-05 4.35604e-05 8.366e-05 0.0446389 2.95309e-05 2.86923e-05 3.86413e-05 6.64516e-05 2.84588e-05 Variance: 8.2926e-06 Variances/cluster: 5.16263e-08 3.5907e-08 2.67973e-31 3.8208e-08 0.00391989 3.3669e-08 3.51147e-08 2.7222e-06 9.74749e-08 0.0422886 6.28266e-08 4.19442e-08 3.16693e-07 7.46404e-08 7.48856e-08 -------------------------------------------------------------- Initialization seed trial #91 of 1000; initialization seed = 493582316 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 498342 Distortion: 0.0491999 Distortions/cluster: 2.282e-05 3.08622e-05 2.20107e-05 4.07957e-05 1.15146e-05 3.27148e-05 1.87523e-05 2.54219e-05 0.00391362 3.93166e-05 0.000300791 0.0446389 3.67128e-05 1.89012e-05 4.67839e-05 Variance: 8.33191e-06 Variances/cluster: 5.31887e-08 4.33421e-08 3.6079e-08 6.98334e-08 6.15701e-08 3.86209e-08 6.39961e-08 5.56231e-08 0.00391989 3.38897e-07 1.87971e-05 0.0422886 5.98708e-08 3.90483e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #92 of 1000; initialization seed = 493582317 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 65 BIC score: 556956 Distortion: 0.0133214 Distortions/cluster: 1.23554e-05 2.68429e-05 0.000292129 1.97356e-05 0.00391362 4.25881e-05 1.90128e-05 3.71301e-05 4.67043e-05 0.00872182 3.35214e-05 2.40958e-05 3.48071e-05 0 9.70816e-05 Variance: 2.25596e-06 Variances/cluster: 6.14643e-08 5.67451e-08 6.52018e-07 7.22862e-08 0.00391989 4.44513e-08 6.35675e-08 4.59479e-08 2.74699e-06 0.156503 6.22874e-08 7.0024e-08 6.09382e-08 0 9.97666e-08 -------------------------------------------------------------- Initialization seed trial #93 of 1000; initialization seed = 493582318 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 572426 Distortion: 0.0094122 Distortions/cluster: 2.87034e-05 4.07957e-05 3.73047e-05 0 7.80233e-05 2.52487e-05 4.67839e-05 2.71031e-05 3.85916e-05 0.00872182 4.67043e-05 1.08283e-34 1.27749e-35 0.000298141 2.29829e-05 Variance: 1.59394e-06 Variances/cluster: 7.51338e-08 6.98334e-08 6.0737e-08 0 1.24428e-07 4.22886e-08 8.44208e-08 5.3243e-08 4.11827e-08 0.156503 2.74699e-06 0 0 6.4808e-07 3.68864e-08 -------------------------------------------------------------- Initialization seed trial #94 of 1000; initialization seed = 493582319 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 502268 Distortion: 0.0453141 Distortions/cluster: 3.98119e-05 2.30367e-05 1.08283e-34 2.1702e-05 3.73047e-05 7.4498e-05 4.67839e-05 1.22168e-05 4.07957e-05 0.000307974 2.38353e-05 0.0446389 2.41418e-05 2.30492e-05 1.27749e-35 Variance: 7.67385e-06 Variances/cluster: 4.33643e-08 4.77899e-08 0 3.58077e-08 6.0737e-08 1.21917e-07 8.44208e-08 6.20088e-08 6.98334e-08 1.71076e-05 4.06708e-08 0.0422886 7.22754e-08 5.77622e-08 0 -------------------------------------------------------------- Initialization seed trial #95 of 1000; initialization seed = 493582320 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 604651 Distortion: 0.00457972 Distortions/cluster: 3.75209e-05 3.24509e-05 3.77339e-05 3.53035e-05 0 4.90368e-05 2.37044e-35 4.37597e-05 3.42306e-05 0.00391362 2.04747e-05 3.87587e-05 3.99696e-05 0.000296857 9.64317e-35 Variance: 7.75566e-07 Variances/cluster: 6.18084e-08 3.84001e-08 4.47576e-08 5.95142e-08 0 8.51064e-08 0 3.70802e-07 5.40715e-08 0.00391989 3.49955e-08 7.6441e-08 6.86544e-08 1.9788e-05 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #96 of 1000; initialization seed = 493582321 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 68 BIC score: 498885 Distortion: 0.0489871 Distortions/cluster: 2.0246e-05 2.17371e-05 4.81569e-35 8.37767e-05 2.22893e-05 0.0446389 6.80765e-05 7.3671e-05 1.8811e-05 0.00391362 4.67043e-05 2.26962e-05 2.25416e-05 1.20547e-05 2.19318e-05 Variance: 8.29586e-06 Variances/cluster: 3.47829e-08 7.29379e-08 2.67973e-31 9.74973e-08 4.90913e-08 0.0422886 7.62086e-08 1.19779e-07 3.91046e-08 0.00391989 2.74699e-06 4.04528e-08 5.43123e-08 6.14985e-08 4.12991e-08 -------------------------------------------------------------- Initialization seed trial #97 of 1000; initialization seed = 493582322 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 513014 Distortion: 0.0363192 Distortions/cluster: 1.27749e-35 2.96057e-05 4.73701e-05 2.37044e-35 1.91944e-05 1.08941e-05 4.67043e-05 5.13216e-05 4.2724e-05 0.0356196 1.08283e-34 0.000312698 2.23711e-05 2.30833e-05 9.37256e-05 Variance: 6.15059e-06 Variances/cluster: 0 6.0772e-08 4.50674e-08 0 6.439e-08 5.52826e-08 2.74699e-06 5.33431e-08 7.73923e-08 0.035575 0 4.80294e-07 4.89362e-08 7.37255e-08 1.01977e-07 -------------------------------------------------------------- Initialization seed trial #98 of 1000; initialization seed = 493582323 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 572466 Distortion: 0.00940399 Distortions/cluster: 0 3.67534e-05 4.05825e-05 0.000304149 1.08283e-34 1.27749e-35 3.82908e-05 2.86463e-05 8.11434e-05 2.58964e-05 2.97415e-05 0.00872182 4.75489e-05 2.31561e-05 2.62597e-05 Variance: 1.59255e-06 Variances/cluster: 0 6.05294e-08 6.94685e-08 1.78889e-05 0 0 4.1081e-08 7.5181e-08 1.21461e-07 4.12973e-08 6.2346e-08 0.156503 8.47307e-08 4.15689e-08 5.32602e-08 -------------------------------------------------------------- Initialization seed trial #99 of 1000; initialization seed = 493582324 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 502204 Distortion: 0.0453153 Distortions/cluster: 7.74101e-05 4.67043e-05 0.0446389 2.52237e-05 3.27799e-05 3.87426e-05 2.29829e-05 1.27749e-35 1.89386e-05 2.73297e-05 3.44908e-05 2.53108e-05 1.08283e-34 2.87034e-05 0.000297764 Variance: 7.67406e-06 Variances/cluster: 1.23845e-07 2.74699e-06 0.0422886 7.24593e-08 6.07967e-08 4.12998e-08 3.68864e-08 0 6.33195e-08 5.31659e-08 6.09179e-08 4.23217e-08 0 7.51338e-08 6.55815e-07 -------------------------------------------------------------- Initialization seed trial #100 of 1000; initialization seed = 493582325 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 557897 Distortion: 0.0130564 Distortions/cluster: 7.90476e-05 2.86463e-05 4.67043e-05 2.97415e-05 4.07957e-05 2.61316e-05 4.81569e-35 4.09224e-05 2.29193e-05 0.00391362 3.73047e-05 2.19964e-05 0.00872182 4.67839e-05 0 Variance: 2.21108e-06 Variances/cluster: 1.14055e-07 7.5181e-08 2.74699e-06 6.2346e-08 6.98334e-08 5.32163e-08 2.67973e-31 4.38573e-08 3.68435e-08 0.00391989 6.0737e-08 4.09577e-08 0.156503 8.44208e-08 0 -------------------------------------------------------------- Initialization seed trial #101 of 1000; initialization seed = 493582326 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 556608 Distortion: 0.0133118 Distortions/cluster: 2.40007e-05 2.17412e-05 3.35214e-05 0.000297453 2.86012e-05 0.00391362 7.82999e-05 4.18365e-05 2.3214e-05 3.48071e-05 4.67043e-05 0 2.7094e-05 0.00872182 1.91074e-05 Variance: 2.25433e-06 Variances/cluster: 6.9951e-08 4.10172e-08 6.22874e-08 6.63905e-07 7.50627e-08 0.00391989 1.1137e-07 4.47889e-08 3.70196e-08 6.09382e-08 2.74699e-06 0 5.30168e-08 0.156503 6.36709e-08 -------------------------------------------------------------- Initialization seed trial #102 of 1000; initialization seed = 493582327 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 512770 Distortion: 0.0363126 Distortions/cluster: 3.77383e-05 0.0356196 9.7125e-05 1.08283e-34 0.000299669 1.27749e-35 4.67043e-05 2.37044e-35 2.43786e-05 3.28638e-05 2.87715e-05 3.44908e-05 1.96949e-05 2.88994e-05 4.2689e-05 Variance: 6.14946e-06 Variances/cluster: 4.62995e-08 0.035575 9.98112e-08 0 6.14026e-07 0 2.74699e-06 0 7.18907e-08 6.08393e-08 7.51155e-08 6.09179e-08 6.41321e-08 5.60016e-08 4.44638e-08 -------------------------------------------------------------- Initialization seed trial #103 of 1000; initialization seed = 493582328 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 18 BIC score: 572541 Distortion: 0.00941128 Distortions/cluster: 2.43786e-05 3.28638e-05 4.67043e-05 2.46092e-05 0.000311669 3.3453e-05 3.73976e-05 4.04528e-05 0 1.08283e-34 8.37452e-05 1.96949e-05 3.44908e-05 1.27749e-35 0.00872182 Variance: 1.59378e-06 Variances/cluster: 7.18907e-08 6.08393e-08 2.74699e-06 4.05377e-08 5.7393e-07 5.34342e-08 4.10475e-08 6.31035e-08 0 0 1.03764e-07 6.41321e-08 6.09179e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #104 of 1000; initialization seed = 493582329 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 558250 Distortion: 0.0130575 Distortions/cluster: 2.98458e-05 3.78274e-05 0.00391362 4.67043e-05 3.06015e-05 1.89607e-05 0.00872182 2.22203e-05 2.99459e-05 6.6306e-05 4.81569e-35 0 8.33627e-05 3.28826e-05 2.33689e-05 Variance: 2.21126e-06 Variances/cluster: 6.11545e-08 3.00181e-07 0.00391989 2.74699e-06 4.3097e-08 3.89299e-08 0.156503 3.62443e-08 7.58063e-08 7.43933e-08 2.67973e-31 0 9.73555e-08 3.87276e-08 4.96109e-08 -------------------------------------------------------------- Initialization seed trial #105 of 1000; initialization seed = 493582330 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 511409 Distortion: 0.0366771 Distortions/cluster: 2.13763e-05 1.18042e-05 0.0214188 0.00391362 4.67043e-05 0.000296103 0.000118838 4.30054e-05 1.51773e-05 1.62567e-05 0.0106882 1.64166e-05 2.90066e-05 2.75282e-05 1.42452e-05 Variance: 6.21119e-06 Variances/cluster: 4.47163e-08 4.62863e-08 3.25902e-05 0.00391989 2.74699e-06 7.16898e-07 1.10409e-07 3.13864e-07 3.35752e-08 3.18099e-08 0.197295 3.74773e-08 4.33544e-08 7.54137e-08 3.27447e-08 -------------------------------------------------------------- Initialization seed trial #106 of 1000; initialization seed = 493582331 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 502219 Distortion: 0.0453153 Distortions/cluster: 1.08283e-34 3.45646e-05 2.7094e-05 0.000297453 0.0446389 1.27749e-35 7.82999e-05 2.29791e-05 4.67043e-05 3.27902e-05 2.86012e-05 4.20705e-05 2.17412e-05 1.92126e-05 2.4864e-05 Variance: 7.67406e-06 Variances/cluster: 0 6.09405e-08 5.30168e-08 6.63905e-07 0.0422886 0 1.1137e-07 3.68804e-08 2.74699e-06 6.08158e-08 7.50627e-08 4.48473e-08 4.10172e-08 6.35975e-08 7.22565e-08 -------------------------------------------------------------- Initialization seed trial #107 of 1000; initialization seed = 493582332 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 80 BIC score: 572442 Distortion: 0.0094122 Distortions/cluster: 2.16866e-05 7.89067e-05 4.04474e-05 1.27749e-35 1.08283e-34 2.29791e-05 4.67043e-05 0.000297453 3.68885e-05 4.20705e-05 2.86012e-05 0 0.00872182 2.7094e-05 4.75489e-05 Variance: 1.59394e-06 Variances/cluster: 4.09915e-08 1.11914e-07 6.93558e-08 0 0 3.68804e-08 2.74699e-06 6.63905e-07 6.06519e-08 4.48473e-08 7.50627e-08 0 0.156503 5.30168e-08 8.47307e-08 -------------------------------------------------------------- Initialization seed trial #108 of 1000; initialization seed = 493582333 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 502324 Distortion: 0.0453224 Distortions/cluster: 1.08283e-34 1.27749e-35 1.69905e-05 4.67043e-05 3.80343e-05 3.61391e-05 2.49934e-05 2.19517e-05 4.90368e-05 4.0274e-05 7.8237e-05 2.57806e-05 0.000293803 0.0446389 1.15495e-05 Variance: 7.67526e-06 Variances/cluster: 0 0 6.33926e-08 2.74699e-06 4.09375e-08 6.1129e-08 5.35143e-08 4.09507e-08 8.51064e-08 6.8705e-08 1.13541e-07 4.12441e-08 6.8162e-07 0.0422886 6.14282e-08 -------------------------------------------------------------- Initialization seed trial #109 of 1000; initialization seed = 493582334 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 572420 Distortion: 0.00942457 Distortions/cluster: 0.000307974 2.86463e-05 8.366e-05 1.08283e-34 1.27749e-35 2.08143e-05 2.0846e-05 7.68511e-05 2.01309e-05 2.94324e-05 0.00872182 2.56419e-05 6.81933e-05 0 2.05594e-05 Variance: 1.59603e-06 Variances/cluster: 1.71076e-05 7.5181e-08 9.74749e-08 0 0 3.53944e-08 4.00846e-08 1.13843e-07 3.99387e-08 6.24842e-08 0.156503 5.26481e-08 7.6254e-08 0 4.04678e-08 -------------------------------------------------------------- Initialization seed trial #110 of 1000; initialization seed = 493582335 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 572375 Distortion: 0.00943267 Distortions/cluster: 1.90795e-05 1.27749e-35 2.87715e-05 4.67043e-05 0.000297613 2.09474e-05 0 6.80765e-05 1.08283e-34 2.2195e-05 0.00872182 2.44435e-05 2.68324e-05 8.37767e-05 7.24099e-05 Variance: 1.5974e-06 Variances/cluster: 3.93357e-08 0 7.51155e-08 2.74699e-06 6.59842e-07 3.55e-08 0 7.62086e-08 0 4.14824e-08 0.156503 4.14258e-08 5.2815e-08 9.74973e-08 1.22096e-07 -------------------------------------------------------------- Initialization seed trial #111 of 1000; initialization seed = 493582336 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 498057 Distortion: 0.0492003 Distortions/cluster: 1.63282e-05 2.91421e-05 3.96065e-05 2.88734e-05 4.90368e-05 2.48677e-05 0.0446389 3.99696e-05 1.77693e-05 2.0412e-05 0.00391362 1.66611e-05 0.000300791 2.90326e-05 3.53035e-05 Variance: 8.33198e-06 Variances/cluster: 3.36633e-08 6.18677e-08 3.35609e-07 4.21473e-08 8.51064e-08 5.16954e-08 0.0422886 6.86544e-08 3.79648e-08 3.50681e-08 0.00391989 3.60599e-08 1.87971e-05 7.5797e-08 5.95142e-08 -------------------------------------------------------------- Initialization seed trial #112 of 1000; initialization seed = 493582337 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 572902 Distortion: 0.00941644 Distortions/cluster: 2.51848e-05 1.27749e-35 4.67043e-05 1.08283e-34 0.000278422 9.51169e-05 4.41623e-05 4.63652e-05 3.22565e-05 0 3.27799e-05 4.01593e-05 1.89788e-05 0.00872182 3.44908e-05 Variance: 1.59466e-06 Variances/cluster: 7.23474e-08 0 2.74699e-06 0 1.73999e-06 1.01287e-07 4.46496e-08 5.02821e-08 5.58022e-08 0 6.07967e-08 7.34116e-08 6.34539e-08 0.156503 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #113 of 1000; initialization seed = 493582338 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 58 BIC score: 501984 Distortion: 0.0453222 Distortions/cluster: 1.906e-05 4.67043e-05 3.73047e-05 2.21935e-05 1.27749e-35 2.65995e-05 1.08283e-34 0.0002974 7.52326e-05 2.86012e-05 4.67839e-05 2.17614e-05 4.07957e-05 0.0446389 2.08278e-05 Variance: 7.67522e-06 Variances/cluster: 3.93766e-08 2.74699e-06 6.0737e-08 4.1325e-08 0 5.26676e-08 0 6.65271e-07 1.14848e-07 7.50627e-08 8.44208e-08 4.05201e-08 6.98334e-08 0.0422886 3.54173e-08 -------------------------------------------------------------- Initialization seed trial #114 of 1000; initialization seed = 493582339 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 18 BIC score: 572983 Distortion: 0.00940829 Distortions/cluster: 1.08283e-34 2.86463e-05 3.26327e-05 1.8854e-05 8.43981e-05 2.2963e-05 2.51399e-05 2.67118e-05 0.000307974 2.97415e-05 0 3.48071e-05 7.46039e-05 1.27749e-35 0.00872182 Variance: 1.59328e-06 Variances/cluster: 0 7.5181e-08 6.08624e-08 6.32482e-08 1.08332e-07 4.27574e-08 7.24266e-08 5.36334e-08 1.71076e-05 6.2346e-08 0 6.09382e-08 5.10236e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #115 of 1000; initialization seed = 493582340 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 556804 Distortion: 0.0133108 Distortions/cluster: 8.366e-05 1.6611e-05 0 2.96888e-05 6.73163e-05 2.84467e-05 2.43221e-05 0.00872182 1.60534e-05 1.82795e-05 0.00391362 2.9099e-05 4.04593e-05 2.06045e-05 0.000300791 Variance: 2.25415e-06 Variances/cluster: 9.74749e-08 3.58738e-08 0 7.57307e-08 7.54422e-08 4.19531e-08 5.17444e-08 0.156503 3.35815e-08 3.8318e-08 0.00391989 6.13853e-08 3.37121e-07 3.52174e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #116 of 1000; initialization seed = 493582341 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 498327 Distortion: 0.0492301 Distortions/cluster: 1.5378e-05 0.000279301 2.23817e-05 1.03585e-05 0.0446389 4.67043e-05 2.44936e-05 4.06142e-05 2.11717e-05 7.59319e-05 4.67839e-05 0.00391362 3.73047e-05 1.62922e-05 4.07957e-05 Variance: 8.33701e-06 Variances/cluster: 5.82454e-08 1.08247e-06 3.63888e-08 6.0571e-08 0.0422886 2.74699e-06 4.1794e-08 4.37144e-08 4.68358e-08 1.19379e-07 8.44208e-08 0.00391989 6.0737e-08 7.33824e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #117 of 1000; initialization seed = 493582342 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 604037 Distortion: 0.00462445 Distortions/cluster: 2.02116e-05 2.65995e-05 0.0002974 7.68511e-05 9.64317e-35 8.37767e-05 0.00391362 2.37044e-35 4.67043e-05 2.09066e-05 2.0567e-05 6.80765e-05 2.11361e-05 0 2.86012e-05 Variance: 7.83142e-07 Variances/cluster: 3.99404e-08 5.26676e-08 6.65271e-07 1.13843e-07 6.86694e-32 9.74973e-08 0.00391989 0 2.74699e-06 3.54909e-08 4.04827e-08 7.62086e-08 4.03321e-08 0 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #118 of 1000; initialization seed = 493582343 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 603997 Distortion: 0.0046099 Distortions/cluster: 4.19224e-05 0.000317005 4.07957e-05 4.67043e-05 2.28343e-05 0.00391362 4.67839e-05 2.13073e-05 0 3.73047e-05 9.64317e-35 2.29471e-05 2.37044e-35 7.78713e-05 2.08014e-05 Variance: 7.80677e-07 Variances/cluster: 6.26588e-08 5.37255e-07 6.98334e-08 2.74699e-06 4.29983e-08 0.00391989 8.44208e-08 4.15309e-08 0 6.0737e-08 6.86694e-32 3.73081e-08 0 1.11076e-07 4.03093e-08 -------------------------------------------------------------- Initialization seed trial #119 of 1000; initialization seed = 493582344 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 572574 Distortion: 0.00940271 Distortions/cluster: 0.000307974 8.15066e-05 1.27749e-35 2.37595e-05 4.11156e-05 1.08283e-34 0.00872182 1.96059e-05 2.97728e-05 4.49995e-05 3.33158e-05 2.40209e-05 0 3.44908e-05 4.03268e-05 Variance: 1.59233e-06 Variances/cluster: 1.71076e-05 1.05706e-07 0 3.75898e-08 4.44454e-08 0 0.156503 6.42612e-08 5.1151e-08 7.96388e-08 6.16762e-08 7.04205e-08 0 6.09179e-08 6.11887e-08 -------------------------------------------------------------- Initialization seed trial #120 of 1000; initialization seed = 493582345 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 556556 Distortion: 0.0133422 Distortions/cluster: 4.67043e-05 0.00391362 1.99966e-05 2.05267e-05 1.47871e-05 9.16144e-06 1.71528e-05 0.00872182 6.80765e-05 2.87715e-05 2.59902e-05 8.37767e-05 7.46227e-05 0.00029723 0 Variance: 2.25948e-06 Variances/cluster: 2.74699e-06 0.00391989 3.79409e-08 3.95466e-08 3.67796e-08 3.49633e-08 3.76124e-08 0.156503 7.62086e-08 7.51155e-08 5.21845e-08 9.74973e-08 1.16224e-07 6.67879e-07 0 -------------------------------------------------------------- Initialization seed trial #121 of 1000; initialization seed = 493582346 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 604077 Distortion: 0.00460127 Distortions/cluster: 4.07957e-05 2.12102e-05 0 0.000307974 4.72422e-05 2.30533e-05 2.05325e-05 7.76048e-05 0.00391362 4.67839e-05 2.32335e-05 3.73047e-05 9.64317e-35 4.19152e-05 2.37044e-35 Variance: 7.79216e-07 Variances/cluster: 6.98334e-08 4.0629e-08 0 1.71076e-05 8.00651e-08 4.30861e-08 4.07356e-08 1.11172e-07 0.00391989 8.44208e-08 3.77125e-08 6.0737e-08 6.86694e-32 6.26481e-08 0 -------------------------------------------------------------- Initialization seed trial #122 of 1000; initialization seed = 493582347 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 499058 Distortion: 0.0489679 Distortions/cluster: 4.67043e-05 3.00803e-05 2.1165e-05 2.74568e-05 3.72345e-05 1.45841e-05 3.08605e-05 2.06002e-05 2.30601e-05 0.00391362 0.0446389 4.81569e-35 4.26682e-05 2.48952e-05 9.60004e-05 Variance: 8.29261e-06 Variances/cluster: 2.74699e-06 7.57631e-08 7.10012e-08 5.62588e-08 4.59633e-08 5.83178e-08 6.08638e-08 4.84553e-08 5.91096e-08 0.00391989 0.0422886 2.67973e-31 4.44884e-08 6.38127e-08 9.88587e-08 -------------------------------------------------------------- Initialization seed trial #123 of 1000; initialization seed = 493582348 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 528110 Distortion: 0.0257504 Distortions/cluster: 0 0.000114171 2.37044e-35 2.35633e-05 0.021431 2.84565e-05 4.81569e-35 3.69786e-05 0.00391362 2.21979e-05 2.44385e-05 4.67043e-05 7.06626e-05 2.67444e-05 1.19199e-05 Variance: 4.36078e-06 Variances/cluster: 0 1.08907e-07 0 4.7695e-08 3.05619e-05 4.29169e-08 2.67973e-31 4.01906e-08 0.00391989 3.62077e-08 7.25122e-08 2.74699e-06 1.46894e-07 6.13347e-08 6.14374e-08 -------------------------------------------------------------- Initialization seed trial #124 of 1000; initialization seed = 493582349 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 58 BIC score: 558164 Distortion: 0.0130589 Distortions/cluster: 3.28638e-05 4.29076e-05 4.67043e-05 0.00391362 9.70233e-05 3.00803e-05 0.00872182 3.70447e-05 1.96949e-05 2.74568e-05 3.08605e-05 0 4.81569e-35 2.43786e-05 3.44908e-05 Variance: 2.21151e-06 Variances/cluster: 6.08393e-08 4.45522e-08 2.74699e-06 0.00391989 9.98093e-08 7.57631e-08 0.156503 4.5899e-08 6.41321e-08 5.62588e-08 6.08638e-08 0 2.67973e-31 7.18907e-08 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #125 of 1000; initialization seed = 493582350 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 556935 Distortion: 0.0133135 Distortions/cluster: 2.96641e-05 3.42045e-05 2.84326e-05 2.23127e-05 0.00391362 1.91944e-05 9.84776e-05 0.000307974 4.27879e-05 3.08502e-05 3.02112e-05 0.00872182 0 2.30833e-05 1.08941e-05 Variance: 2.25462e-06 Variances/cluster: 6.07671e-08 4.41869e-08 5.73186e-08 4.89156e-08 0.00391989 6.439e-08 9.92628e-08 1.71076e-05 4.47065e-08 5.98985e-08 7.57112e-08 0.156503 0 7.37255e-08 5.52826e-08 -------------------------------------------------------------- Initialization seed trial #126 of 1000; initialization seed = 493582351 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 556783 Distortion: 0.0132898 Distortions/cluster: 2.52401e-05 3.00268e-05 3.62982e-05 0.00391362 3.28982e-05 0.000300791 3.07489e-05 4.04474e-05 0 4.75489e-05 2.97647e-05 3.93166e-05 2.22907e-05 0.00872182 1.90254e-05 Variance: 2.25061e-06 Variances/cluster: 5.29095e-08 7.58193e-08 5.97798e-08 0.00391989 3.87459e-08 1.87971e-05 4.33656e-08 6.93558e-08 0 8.47307e-08 6.11135e-08 3.38897e-07 3.62998e-08 0.156503 3.89827e-08 -------------------------------------------------------------- Initialization seed trial #127 of 1000; initialization seed = 493582352 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 53 BIC score: 502213 Distortion: 0.0453072 Distortions/cluster: 2.61316e-05 0.0446389 0.000307974 2.19964e-05 1.08283e-34 3.44908e-05 2.86463e-05 2.97415e-05 7.84034e-05 3.28638e-05 1.9604e-05 3.80902e-05 2.58452e-05 2.447e-05 1.27749e-35 Variance: 7.67268e-06 Variances/cluster: 5.32163e-08 0.0422886 1.71076e-05 4.09577e-08 0 6.09179e-08 7.5181e-08 6.2346e-08 1.13453e-07 6.08393e-08 6.40449e-08 4.09536e-08 4.12815e-08 7.1948e-08 0 -------------------------------------------------------------- Initialization seed trial #128 of 1000; initialization seed = 493582353 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 507525 Distortion: 0.0402095 Distortions/cluster: 2.37044e-35 1.94117e-05 4.67043e-05 3.92239e-05 2.16796e-05 3.46333e-05 7.82228e-05 0.000297659 2.58452e-05 2.87715e-05 2.68398e-05 3.27217e-05 0.0356196 0.00391362 2.46633e-05 Variance: 6.80941e-06 Variances/cluster: 0 6.38337e-08 2.74699e-06 4.1947e-08 4.09783e-08 6.09541e-08 1.11418e-07 6.58484e-07 4.12815e-08 7.51155e-08 5.29336e-08 6.08015e-08 0.035575 0.00391989 7.20923e-08 -------------------------------------------------------------- Initialization seed trial #129 of 1000; initialization seed = 493582354 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 572705 Distortion: 0.00943288 Distortions/cluster: 3.80528e-05 7.85708e-05 2.48441e-05 6.80765e-05 0 1.08283e-34 2.49003e-05 1.27749e-35 2.24379e-05 4.67043e-05 1.14268e-05 8.37767e-05 1.77475e-05 0.00872182 0.000294521 Variance: 1.59744e-06 Variances/cluster: 4.08695e-08 1.25301e-07 5.41217e-08 7.62086e-08 0 0 4.20573e-08 0 3.6421e-08 2.74699e-06 6.14291e-08 9.74973e-08 6.24863e-08 0.156503 6.69311e-07 -------------------------------------------------------------- Initialization seed trial #130 of 1000; initialization seed = 493582355 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 16 BIC score: 512375 Distortion: 0.0361606 Distortions/cluster: 1.42647e-05 2.1572e-05 2.13224e-05 9.99466e-06 1.14643e-05 0.000300791 1.94055e-05 0 0.0214313 2.97564e-05 1.94052e-05 0.00391362 3.10061e-05 4.42496e-05 0.0102924 Variance: 6.12372e-06 Variances/cluster: 3.98421e-08 6.11057e-08 3.56521e-08 6.02037e-08 5.93957e-08 1.87971e-05 5.57576e-08 0 3.0048e-05 4.28112e-08 4.05079e-08 0.00391989 3.75344e-08 3.42978e-07 9.99867e-06 -------------------------------------------------------------- Initialization seed trial #131 of 1000; initialization seed = 493582356 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 502664 Distortion: 0.0453139 Distortions/cluster: 1.84533e-05 1.19199e-05 3.00475e-05 2.27485e-05 2.16332e-05 6.73163e-05 2.44385e-05 0.000300791 8.366e-05 1.27749e-35 3.17169e-05 1.08283e-34 2.17654e-05 0.0446389 4.04593e-05 Variance: 7.67381e-06 Variances/cluster: 3.82812e-08 6.14374e-08 4.29826e-08 4.79885e-08 3.58125e-08 7.54422e-08 7.25122e-08 1.87971e-05 9.74749e-08 0 3.80265e-08 0 5.53777e-08 0.0422886 3.37121e-07 -------------------------------------------------------------- Initialization seed trial #132 of 1000; initialization seed = 493582357 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 81 BIC score: 556889 Distortion: 0.0133204 Distortions/cluster: 1.89536e-05 0 0.00872182 2.0935e-05 2.87034e-05 4.35702e-05 0.00391362 2.41261e-05 4.67043e-05 9.3841e-05 1.57617e-05 4.22095e-05 0.000297696 2.78453e-05 2.45642e-05 Variance: 2.25578e-06 Variances/cluster: 4.62133e-08 0 0.156503 7.02298e-08 7.51338e-08 4.44101e-08 0.00391989 6.04471e-08 2.74699e-06 9.9822e-08 5.99111e-08 4.87353e-08 6.57112e-07 5.4487e-08 6.41151e-08 -------------------------------------------------------------- Initialization seed trial #133 of 1000; initialization seed = 493582358 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 66 BIC score: 556807 Distortion: 0.0133108 Distortions/cluster: 2.84588e-05 2.0412e-05 1.64468e-05 2.34269e-05 0.000300791 8.366e-05 2.94707e-05 4.17482e-05 6.73163e-05 1.80876e-05 0 2.91437e-05 0.00872182 0.00391362 1.63646e-05 Variance: 2.25415e-06 Variances/cluster: 7.48856e-08 3.50681e-08 3.5907e-08 4.88016e-08 1.87971e-05 9.74749e-08 6.28322e-08 3.39376e-07 7.54422e-08 3.85626e-08 0 4.22335e-08 0.156503 0.00391989 3.3669e-08 -------------------------------------------------------------- Initialization seed trial #134 of 1000; initialization seed = 493582359 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 502664 Distortion: 0.0453139 Distortions/cluster: 2.43013e-05 2.1738e-05 1.27749e-35 8.366e-05 1.87534e-05 2.14989e-05 3.14473e-05 6.73163e-05 2.3183e-05 1.20571e-05 3.00298e-05 0.0446389 4.01753e-05 1.08283e-34 0.000300791 Variance: 7.67381e-06 Variances/cluster: 7.23199e-08 5.60206e-08 0 9.74749e-08 3.85835e-08 3.57083e-08 3.78394e-08 7.54422e-08 4.78948e-08 6.1826e-08 4.30806e-08 0.0422886 3.40429e-07 0 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #135 of 1000; initialization seed = 493582360 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 517796 Distortion: 0.0320661 Distortions/cluster: 1.65776e-05 4.67043e-05 0 1.63686e-05 2.92555e-05 3.97346e-05 0.000114171 2.04262e-05 2.4037e-05 1.97118e-05 1.27749e-35 0.00998646 0.0214267 0.000296957 2.90085e-05 Variance: 5.43033e-06 Variances/cluster: 3.60351e-08 2.74699e-06 0 3.36774e-08 4.22121e-08 3.05611e-07 1.08804e-07 3.50924e-08 4.80697e-08 4.14945e-08 0 0.185417 3.09981e-05 6.76384e-07 7.59323e-08 -------------------------------------------------------------- Initialization seed trial #136 of 1000; initialization seed = 493582361 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 558252 Distortion: 0.0130575 Distortions/cluster: 2.32072e-05 4.67043e-05 0.00872182 0.00391362 3.06463e-05 4.81569e-35 1.91579e-05 6.6306e-05 2.98939e-05 2.95971e-05 3.29907e-05 2.23296e-05 0 8.33627e-05 3.78274e-05 Variance: 2.21126e-06 Variances/cluster: 4.91633e-08 2.74699e-06 0.156503 0.00391989 4.30994e-08 2.67973e-31 3.94158e-08 7.43933e-08 7.58668e-08 6.102e-08 3.87636e-08 3.63633e-08 0 9.73555e-08 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #137 of 1000; initialization seed = 493582362 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 502888 Distortion: 0.0450599 Distortions/cluster: 2.6331e-05 2.28597e-05 3.73047e-05 1.08283e-34 2.90326e-05 4.06752e-05 7.71757e-05 2.34655e-05 4.81569e-35 0.0446389 4.67043e-05 4.67839e-05 1.27749e-35 2.98517e-05 4.07957e-05 Variance: 7.6308e-06 Variances/cluster: 5.38419e-08 3.67477e-08 6.0737e-08 0 7.5797e-08 4.3686e-08 1.171e-07 4.1528e-08 2.67973e-31 0.0422886 2.74699e-06 8.44208e-08 0 6.1545e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #138 of 1000; initialization seed = 493582363 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 507593 Distortion: 0.0402163 Distortions/cluster: 4.67043e-05 2.35241e-05 2.23631e-05 4.07957e-05 2.37044e-35 0.000286503 0.0356196 4.02862e-05 2.20333e-05 4.67839e-05 3.73047e-05 2.25633e-05 0.00391362 7.76041e-05 1.66372e-05 Variance: 6.81055e-06 Variances/cluster: 2.74699e-06 5.50866e-08 3.62407e-08 6.98334e-08 0 1.19867e-06 0.035575 4.36432e-08 4.79987e-08 8.44208e-08 6.0737e-08 4.10203e-08 0.00391989 1.1599e-07 6.65431e-08 -------------------------------------------------------------- Initialization seed trial #139 of 1000; initialization seed = 493582364 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 498003 Distortion: 0.0492184 Distortions/cluster: 0.00391362 1.97207e-05 3.4241e-05 2.0914e-05 8.18732e-05 1.54302e-05 2.39416e-05 1.99469e-05 2.41521e-05 2.01217e-05 3.80296e-05 1.92746e-05 0.000307974 0.0446389 4.02578e-05 Variance: 8.33504e-06 Variances/cluster: 0.00391989 3.88168e-08 5.61273e-08 7.06332e-08 1.03759e-07 5.9557e-08 6.26536e-08 4.0212e-08 6.05123e-08 3.50512e-08 6.02636e-08 4.63182e-08 1.71076e-05 0.0422886 7.68217e-08 -------------------------------------------------------------- Initialization seed trial #140 of 1000; initialization seed = 493582365 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 556676 Distortion: 0.0133394 Distortions/cluster: 0 2.19237e-05 8.366e-05 0.00391362 1.87991e-05 1.15485e-05 6.81933e-05 2.42049e-05 2.08952e-05 0.000293475 2.12954e-05 4.67043e-05 7.60108e-05 1.72899e-05 0.00872182 Variance: 2.25901e-06 Variances/cluster: 0 4.1284e-08 9.74749e-08 0.00391989 3.908e-08 6.14228e-08 7.6254e-08 5.28444e-08 3.54716e-08 6.90473e-07 4.01762e-08 2.74699e-06 1.15332e-07 6.33281e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #141 of 1000; initialization seed = 493582366 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 556604 Distortion: 0.0133118 Distortions/cluster: 2.17412e-05 0.000297613 1.89788e-05 2.51848e-05 2.87715e-05 2.68236e-05 4.67043e-05 7.84569e-05 0 4.15498e-05 3.44908e-05 2.32845e-05 0.00872182 3.27799e-05 0.00391362 Variance: 2.25433e-06 Variances/cluster: 4.10172e-08 6.59842e-07 6.34539e-08 7.23474e-08 7.51155e-08 5.29018e-08 2.74699e-06 1.11434e-07 0 4.46733e-08 6.09179e-08 3.7014e-08 0.156503 6.07967e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #142 of 1000; initialization seed = 493582367 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 498771 Distortion: 0.0489595 Distortions/cluster: 1.85027e-05 2.54932e-05 0.0446389 7.84947e-05 4.81569e-35 4.09224e-05 2.29193e-05 3.47506e-05 2.86463e-05 2.61316e-05 3.26894e-05 2.19964e-05 0.00391362 4.67043e-05 2.97415e-05 Variance: 8.2912e-06 Variances/cluster: 6.29142e-08 7.26076e-08 0.0422886 1.13421e-07 2.67973e-31 4.38573e-08 3.68435e-08 6.0946e-08 7.5181e-08 5.32163e-08 6.08545e-08 4.09577e-08 0.00391989 2.74699e-06 6.2346e-08 -------------------------------------------------------------- Initialization seed trial #143 of 1000; initialization seed = 493582368 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 85 BIC score: 556356 Distortion: 0.0133187 Distortions/cluster: 2.17614e-05 7.52326e-05 2.21935e-05 0.00872182 2.08278e-05 2.86012e-05 0.00391362 1.906e-05 4.90368e-05 0 3.99696e-05 3.58899e-05 2.65995e-05 0.0002974 4.67043e-05 Variance: 2.2555e-06 Variances/cluster: 4.05201e-08 1.14848e-07 4.1325e-08 0.156503 3.54173e-08 7.50627e-08 0.00391989 3.93766e-08 8.51064e-08 0 6.86544e-08 6.04009e-08 5.26676e-08 6.65271e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #144 of 1000; initialization seed = 493582369 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 508236 Distortion: 0.0399542 Distortions/cluster: 0.00391362 2.29958e-05 2.37044e-35 4.08461e-05 3.61391e-05 2.93543e-05 4.81569e-35 2.19964e-05 4.67043e-05 0.0356196 7.84947e-05 2.90326e-05 4.0274e-05 4.90368e-05 2.61316e-05 Variance: 6.76616e-06 Variances/cluster: 0.00391989 3.69071e-08 0 4.38224e-08 6.1129e-08 6.17935e-08 2.67973e-31 4.09577e-08 2.74699e-06 0.035575 1.13421e-07 7.5797e-08 6.8705e-08 8.51064e-08 5.32163e-08 -------------------------------------------------------------- Initialization seed trial #145 of 1000; initialization seed = 493582370 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 503172 Distortion: 0.0450624 Distortions/cluster: 1.27749e-35 4.81569e-35 2.36116e-05 3.68522e-05 3.35214e-05 3.48071e-05 3.00803e-05 1.94952e-05 1.08283e-34 3.08605e-05 2.75883e-05 4.67043e-05 0.0446389 9.71447e-05 4.28465e-05 Variance: 7.63123e-06 Variances/cluster: 0 2.67973e-31 6.96288e-08 4.57172e-08 6.22874e-08 6.09382e-08 7.57631e-08 6.41085e-08 0 6.08638e-08 5.62975e-08 2.74699e-06 0.0422886 9.97289e-08 4.46278e-08 -------------------------------------------------------------- Initialization seed trial #146 of 1000; initialization seed = 493582371 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 498396 Distortion: 0.0492197 Distortions/cluster: 2.30014e-05 0.0446389 4.94716e-05 2.29287e-05 0.00391362 1.71015e-05 2.05923e-05 1.43577e-05 1.43522e-05 4.29356e-05 2.53459e-05 7.8565e-05 9.0646e-06 0.000307974 4.14374e-05 Variance: 8.33525e-06 Variances/cluster: 6.31698e-08 0.0422886 8.03046e-08 4.26936e-08 0.00391989 4.26332e-08 5.5042e-08 5.81096e-08 7.55153e-08 4.53345e-08 3.86916e-08 1.09718e-07 5.14868e-08 1.71076e-05 6.26835e-08 -------------------------------------------------------------- Initialization seed trial #147 of 1000; initialization seed = 493582372 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 63 BIC score: 499129 Distortion: 0.0489691 Distortions/cluster: 3.7004e-05 2.99236e-05 2.74568e-05 3.00803e-05 1.86489e-05 1.63635e-05 2.27844e-05 3.08605e-05 4.81569e-35 9.60893e-05 0.0446389 4.23773e-05 4.67043e-05 0.00391362 1.82674e-05 Variance: 8.29282e-06 Variances/cluster: 4.59054e-08 6.10491e-08 5.62588e-08 7.57631e-08 6.34112e-08 9.56612e-08 6.92318e-08 6.08638e-08 2.67973e-31 9.86455e-08 0.0422886 4.41852e-08 2.74699e-06 0.00391989 3.88541e-08 -------------------------------------------------------------- Initialization seed trial #148 of 1000; initialization seed = 493582373 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 498110 Distortion: 0.0492207 Distortions/cluster: 0.00391362 3.85916e-05 2.34427e-05 0.0446389 7.69072e-05 0.000298073 4.67043e-05 2.11957e-05 2.29829e-05 2.53737e-05 2.87715e-05 2.02889e-05 1.44798e-05 2.42703e-05 2.71031e-05 Variance: 8.33543e-06 Variances/cluster: 0.00391989 4.11827e-08 5.97836e-08 0.0422886 1.23435e-07 6.49343e-07 2.74699e-06 7.11044e-08 3.68864e-08 4.2356e-08 7.51155e-08 4.78358e-08 5.81331e-08 6.23709e-08 5.3243e-08 -------------------------------------------------------------- Initialization seed trial #149 of 1000; initialization seed = 493582374 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 77 BIC score: 498397 Distortion: 0.0492278 Distortions/cluster: 0.000301126 1.21027e-05 4.67043e-05 2.21328e-05 0.00391362 1.98977e-05 6.76894e-05 1.98883e-05 2.99086e-05 2.17247e-05 0.0446389 1.80094e-05 8.366e-05 1.64397e-05 1.60052e-05 Variance: 8.33664e-06 Variances/cluster: 2.55162e-06 6.17435e-08 2.74699e-06 4.93995e-08 0.00391989 4.8291e-08 7.57754e-08 3.45244e-08 4.43051e-08 7.26524e-08 0.0422886 3.80711e-08 9.74749e-08 3.41751e-08 3.50961e-08 -------------------------------------------------------------- Initialization seed trial #150 of 1000; initialization seed = 493582375 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 574214 Distortion: 0.00915546 Distortions/cluster: 4.07957e-05 0.00872182 3.93613e-05 4.67043e-05 3.98296e-05 4.67839e-05 3.73047e-05 2.17441e-05 4.81569e-35 3.79002e-05 3.69625e-05 1.08283e-34 8.62562e-05 0 1.27749e-35 Variance: 1.55046e-06 Variances/cluster: 6.98334e-08 0.156503 7.65724e-08 2.74699e-06 4.38614e-08 8.44208e-08 6.0737e-08 3.59365e-08 2.67973e-31 6.03455e-08 5.75683e-08 0 1.02922e-07 0 0 -------------------------------------------------------------- Initialization seed trial #151 of 1000; initialization seed = 493582376 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 22 BIC score: 556600 Distortion: 0.0133118 Distortions/cluster: 4.67043e-05 3.48071e-05 7.84947e-05 2.20533e-05 3.25482e-05 0.00391362 2.4864e-05 2.87715e-05 2.29958e-05 0 1.92126e-05 2.70022e-05 0.00872182 4.08461e-05 0.000298073 Variance: 2.25433e-06 Variances/cluster: 2.74699e-06 6.09382e-08 1.13421e-07 4.09873e-08 6.08182e-08 0.00391989 7.22565e-08 7.51155e-08 3.69071e-08 0 6.35975e-08 5.3254e-08 0.156503 4.38224e-08 6.49343e-07 -------------------------------------------------------------- Initialization seed trial #152 of 1000; initialization seed = 493582377 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 22 BIC score: 498417 Distortion: 0.0492305 Distortions/cluster: 0.00391362 2.3046e-05 3.78274e-05 6.60089e-05 1.11847e-05 8.366e-05 0.0446389 1.62792e-05 2.06198e-05 2.82524e-05 4.67043e-05 1.58102e-05 0.00029373 1.82552e-05 1.65688e-05 Variance: 8.33709e-06 Variances/cluster: 0.00391989 4.85136e-08 3.00181e-07 7.42266e-08 6.11136e-08 9.74749e-08 0.0422886 3.36317e-08 3.52434e-08 4.17898e-08 2.74699e-06 6.15136e-08 7.07726e-07 3.82671e-08 3.6016e-08 -------------------------------------------------------------- Initialization seed trial #153 of 1000; initialization seed = 493582378 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 572845 Distortion: 0.00940375 Distortions/cluster: 1.08283e-34 3.07336e-05 0 3.29464e-05 0.00872182 4.04593e-05 2.23296e-05 6.73163e-05 0.000300791 1.89607e-05 2.99459e-05 8.366e-05 2.95451e-05 2.52446e-05 1.27749e-35 Variance: 1.59251e-06 Variances/cluster: 0 4.32221e-08 0 3.87571e-08 0.156503 3.37121e-07 3.63633e-08 7.54422e-08 1.87971e-05 3.89299e-08 7.58063e-08 9.74749e-08 6.10386e-08 5.29189e-08 0 -------------------------------------------------------------- Initialization seed trial #154 of 1000; initialization seed = 493582379 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 18 BIC score: 572652 Distortion: 0.00940991 Distortions/cluster: 1.27749e-35 3.3696e-05 0 3.14446e-05 0.000307974 2.83349e-05 3.43022e-05 3.02112e-05 0.00872182 2.33039e-05 9.73372e-05 4.34882e-05 2.67265e-05 3.12744e-05 1.08283e-34 Variance: 1.59355e-06 Variances/cluster: 0 7.38714e-08 0 7.95811e-08 1.71076e-05 5.72371e-08 4.42558e-08 7.57112e-08 0.156503 5.00998e-08 9.83116e-08 4.53908e-08 6.11389e-08 6.06044e-08 0 -------------------------------------------------------------- Initialization seed trial #155 of 1000; initialization seed = 493582380 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 503136 Distortion: 0.0450452 Distortions/cluster: 3.50058e-05 3.80062e-05 3.54761e-05 1.27749e-35 2.07252e-05 0.0446389 4.67839e-05 3.57241e-05 4.81569e-35 1.08283e-34 3.79837e-05 3.23961e-05 4.67043e-05 4.07957e-05 3.67128e-05 Variance: 7.62832e-06 Variances/cluster: 5.80478e-08 7.64653e-08 5.56871e-08 0 3.5183e-08 0.0422886 8.44208e-08 2.95206e-07 2.67973e-31 0 4.50005e-08 3.83807e-08 2.74699e-06 6.98334e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #156 of 1000; initialization seed = 493582381 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 574296 Distortion: 0.0091704 Distortions/cluster: 4.10797e-05 4.67043e-05 2.86463e-05 0.00872182 4.81569e-35 2.96461e-05 2.61719e-05 0 1.08283e-34 2.14045e-05 6.80765e-05 8.01568e-05 8.37767e-05 1.27749e-35 2.29193e-05 Variance: 1.55299e-06 Variances/cluster: 4.39787e-08 2.74699e-06 7.5181e-08 0.156503 2.67973e-31 6.24078e-08 5.31902e-08 0 0 4.07665e-08 7.62086e-08 1.13526e-07 9.74973e-08 0 3.68435e-08 -------------------------------------------------------------- Initialization seed trial #157 of 1000; initialization seed = 493582382 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 518430 Distortion: 0.0318231 Distortions/cluster: 2.06598e-05 1.27749e-35 0 0.000113752 0.00998646 2.55069e-05 4.67043e-05 2.95309e-05 2.27729e-05 0.0214304 2.88659e-05 4.81569e-35 1.8987e-05 2.2011e-05 7.74859e-05 Variance: 5.38918e-06 Variances/cluster: 3.53118e-08 0 0 1.08611e-07 0.185417 5.24785e-08 2.74699e-06 6.28266e-08 4.43009e-08 3.06048e-05 7.57574e-08 2.67973e-31 3.93886e-08 4.11384e-08 1.12779e-07 -------------------------------------------------------------- Initialization seed trial #158 of 1000; initialization seed = 493582383 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 498950 Distortion: 0.048968 Distortions/cluster: 2.04045e-05 2.98108e-05 1.82039e-05 4.67043e-05 8.33627e-05 4.81569e-35 2.83144e-05 1.62202e-05 0.00391362 6.6306e-05 1.65202e-05 0.0446389 3.78274e-05 2.26649e-05 2.90887e-05 Variance: 8.29263e-06 Variances/cluster: 3.49952e-08 7.58485e-08 3.82398e-08 2.74699e-06 9.73555e-08 2.67973e-31 4.18197e-08 3.36488e-08 0.00391989 7.43933e-08 3.59103e-08 0.0422886 3.00181e-07 4.86328e-08 6.12343e-08 -------------------------------------------------------------- Initialization seed trial #159 of 1000; initialization seed = 493582384 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 90 BIC score: 503171 Distortion: 0.0450624 Distortions/cluster: 0.0446389 3.70447e-05 2.74568e-05 4.29076e-05 9.70233e-05 1.27749e-35 3.28638e-05 4.81569e-35 2.447e-05 1.08283e-34 4.67043e-05 1.9604e-05 3.44908e-05 3.00803e-05 3.08605e-05 Variance: 7.63123e-06 Variances/cluster: 0.0422886 4.5899e-08 5.62588e-08 4.45522e-08 9.98093e-08 0 6.08393e-08 2.67973e-31 7.1948e-08 0 2.74699e-06 6.40449e-08 6.09179e-08 7.57631e-08 6.08638e-08 -------------------------------------------------------------- Initialization seed trial #160 of 1000; initialization seed = 493582385 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 502219 Distortion: 0.0453153 Distortions/cluster: 2.4864e-05 4.67043e-05 2.17412e-05 3.25482e-05 2.29791e-05 7.82999e-05 3.48071e-05 2.86012e-05 4.20705e-05 2.7094e-05 1.27749e-35 0.0446389 0.000297453 1.08283e-34 1.92126e-05 Variance: 7.67406e-06 Variances/cluster: 7.22565e-08 2.74699e-06 4.10172e-08 6.08182e-08 3.68804e-08 1.1137e-07 6.09382e-08 7.50627e-08 4.48473e-08 5.30168e-08 0 0.0422886 6.63905e-07 0 6.35975e-08 -------------------------------------------------------------- Initialization seed trial #161 of 1000; initialization seed = 493582386 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 60 BIC score: 501986 Distortion: 0.0453222 Distortions/cluster: 3.99696e-05 4.67043e-05 0.0002974 2.07756e-05 4.90368e-05 0.0446389 1.89267e-05 2.21585e-05 1.08283e-34 3.58899e-05 2.65995e-05 2.10157e-05 7.61963e-05 2.86012e-05 1.27749e-35 Variance: 7.67522e-06 Variances/cluster: 6.86544e-08 2.74699e-06 6.65271e-07 3.53888e-08 8.51064e-08 0.0422886 3.92636e-08 4.12598e-08 0 6.04009e-08 5.26676e-08 4.01791e-08 1.13377e-07 7.50627e-08 0 -------------------------------------------------------------- Initialization seed trial #162 of 1000; initialization seed = 493582387 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 572725 Distortion: 0.0094149 Distortions/cluster: 9.56882e-05 1.08283e-34 3.27799e-05 0 4.67043e-05 0.00872182 4.30249e-05 2.7932e-05 0.000297696 2.87034e-05 4.18954e-05 2.52237e-05 1.27749e-35 1.89386e-05 3.44908e-05 Variance: 1.59439e-06 Variances/cluster: 1.00293e-07 0 6.07967e-08 0 2.74699e-06 0.156503 4.44433e-08 5.45499e-08 6.57112e-07 7.51338e-08 4.83726e-08 7.24593e-08 0 6.33195e-08 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #163 of 1000; initialization seed = 493582388 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 604391 Distortion: 0.00459454 Distortions/cluster: 2.36116e-05 8.57833e-05 2.37044e-35 0.00391362 3.77449e-05 3.35214e-05 3.93613e-05 3.7205e-05 0 3.48071e-05 0.000307974 9.64317e-35 3.99423e-05 1.94952e-05 2.14667e-05 Variance: 7.78075e-07 Variances/cluster: 6.96288e-08 1.02358e-07 0 0.00391989 6.02903e-08 6.22874e-08 7.65724e-08 5.76767e-08 0 6.09382e-08 1.71076e-05 6.86694e-32 4.37925e-08 6.41085e-08 3.58333e-08 -------------------------------------------------------------- Initialization seed trial #164 of 1000; initialization seed = 493582389 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 502412 Distortion: 0.0453143 Distortions/cluster: 2.9099e-05 2.96888e-05 2.43221e-05 6.73163e-05 2.06198e-05 1.62792e-05 1.6506e-05 1.82039e-05 0.000300791 4.04593e-05 1.27749e-35 8.366e-05 1.08283e-34 0.0446389 2.83847e-05 Variance: 7.67388e-06 Variances/cluster: 6.13853e-08 7.57307e-08 5.17444e-08 7.54422e-08 3.52434e-08 3.36317e-08 3.59577e-08 3.82398e-08 1.87971e-05 3.37121e-07 0 9.74749e-08 0 0.0422886 4.19235e-08 -------------------------------------------------------------- Initialization seed trial #165 of 1000; initialization seed = 493582390 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 507619 Distortion: 0.0402084 Distortions/cluster: 2.28214e-05 4.06528e-05 0.00391362 2.37044e-35 4.00014e-05 2.4224e-05 0.000307974 7.69665e-05 1.9419e-05 4.8941e-05 2.22531e-05 1.25053e-05 2.29781e-05 0.0356196 3.65069e-05 Variance: 6.80922e-06 Variances/cluster: 4.13392e-08 4.37089e-08 0.00391989 0 6.8709e-08 5.4309e-08 1.71076e-05 1.15382e-07 7.41129e-08 8.50878e-08 3.62386e-08 6.12955e-08 5.02762e-08 0.035575 6.12331e-08 -------------------------------------------------------------- Initialization seed trial #166 of 1000; initialization seed = 493582391 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 604389 Distortion: 0.00459453 Distortions/cluster: 3.97965e-05 0.000307974 3.44908e-05 3.79002e-05 3.93613e-05 8.59487e-05 1.91514e-05 0 0.00391362 9.64317e-35 2.37044e-35 2.50109e-05 3.68402e-05 3.27799e-05 2.1656e-05 Variance: 7.78075e-07 Variances/cluster: 4.37767e-08 1.71076e-05 6.09179e-08 6.03455e-08 7.65724e-08 1.02189e-07 6.36054e-08 0 0.00391989 6.86694e-32 0 7.22633e-08 5.74675e-08 6.07967e-08 3.60291e-08 -------------------------------------------------------------- Initialization seed trial #167 of 1000; initialization seed = 493582392 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 50 BIC score: 688118 Distortion: 0.00070707 Distortions/cluster: 4.07957e-05 4.22095e-05 2.87034e-05 4.67043e-05 0 1.08283e-34 0.000297696 9.64317e-35 3.73047e-05 2.78453e-05 1.27749e-35 2.37044e-35 4.36199e-05 9.54072e-05 4.67839e-05 Variance: 1.19741e-07 Variances/cluster: 6.98334e-08 4.87353e-08 7.51338e-08 2.74699e-06 0 0 6.57112e-07 6.86694e-32 6.0737e-08 5.4487e-08 0 0 4.44155e-08 1.01272e-07 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #168 of 1000; initialization seed = 493582393 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 688790 Distortion: 0.000718138 Distortions/cluster: 1.27749e-35 1.96059e-05 4.30816e-05 0 3.44908e-05 0.000307974 4.96348e-05 9.64317e-35 3.37267e-05 0.000104435 2.36116e-05 1.08283e-34 2.37044e-35 0 0.000101576 Variance: 1.21615e-07 Variances/cluster: 0 6.42612e-08 6.41994e-08 0 6.09179e-08 1.71076e-05 8.03088e-08 6.86694e-32 6.22065e-08 9.92642e-08 6.96288e-08 0 0 0 5.65829e-08 -------------------------------------------------------------- Initialization seed trial #169 of 1000; initialization seed = 493582394 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 556795 Distortion: 0.0132898 Distortions/cluster: 1.88645e-05 2.54971e-05 3.94781e-05 2.95988e-05 2.24939e-05 3.14714e-05 3.32602e-05 0.00391362 0.00872182 4.07957e-05 4.67839e-05 2.86463e-05 0.000300791 3.67128e-05 0 Variance: 2.25061e-06 Variances/cluster: 3.91342e-08 5.22435e-08 3.37381e-07 6.24396e-08 3.65119e-08 4.35251e-08 3.88975e-08 0.00391989 0.156503 6.98334e-08 8.44208e-08 7.5181e-08 1.87971e-05 5.98708e-08 0 -------------------------------------------------------------- Initialization seed trial #170 of 1000; initialization seed = 493582395 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 70 BIC score: 558310 Distortion: 0.013044 Distortions/cluster: 4.67043e-05 3.62143e-05 0.00391362 4.84821e-05 4.07957e-05 0.00872182 3.01919e-05 3.00268e-05 3.03365e-05 3.71755e-05 3.67128e-05 4.81569e-35 0 2.51325e-05 4.67839e-05 Variance: 2.20898e-06 Variances/cluster: 2.74699e-06 2.96805e-07 0.00391989 4.88196e-08 6.98334e-08 0.156503 4.15819e-08 7.58193e-08 6.09117e-08 4.08486e-08 5.98708e-08 2.67973e-31 0 5.12861e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #171 of 1000; initialization seed = 493582396 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 50 BIC score: 556700 Distortion: 0.0133189 Distortions/cluster: 0.00391362 4.67839e-05 4.07957e-05 1.16404e-05 4.67043e-05 2.19517e-05 2.49934e-05 0.00872182 4.09473e-05 3.73047e-05 0.000293803 2.28654e-05 1.69003e-05 0 7.87896e-05 Variance: 2.25553e-06 Variances/cluster: 0.00391989 8.44208e-08 6.98334e-08 6.15842e-08 2.74699e-06 4.09507e-08 5.35143e-08 0.156503 4.38839e-08 6.0737e-08 6.8162e-07 3.6816e-08 6.32921e-08 0 1.14177e-07 -------------------------------------------------------------- Initialization seed trial #172 of 1000; initialization seed = 493582397 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 572416 Distortion: 0.00941272 Distortions/cluster: 1.27749e-35 2.57365e-05 4.06163e-05 0.00872182 2.24656e-05 0.000300272 1.08283e-34 4.07184e-05 2.95616e-05 0 4.67043e-05 7.71757e-05 3.72578e-05 4.6908e-05 2.34799e-05 Variance: 1.59402e-06 Variances/cluster: 0 5.395e-08 4.36696e-08 0.156503 3.64069e-08 7.5062e-07 0 6.9701e-08 6.06965e-08 0 2.74699e-06 1.171e-07 6.07595e-08 8.44922e-08 4.15534e-08 -------------------------------------------------------------- Initialization seed trial #173 of 1000; initialization seed = 493582398 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 556348 Distortion: 0.0133193 Distortions/cluster: 7.54017e-05 0 4.67043e-05 1.90411e-05 3.58899e-05 4.90368e-05 0.000299913 3.99696e-05 2.12683e-05 0.00391362 2.49367e-05 2.89108e-05 0.00872182 2.20702e-05 2.07121e-05 Variance: 2.2556e-06 Variances/cluster: 1.14756e-07 0 2.74699e-06 3.93377e-08 6.04009e-08 8.51064e-08 7.55387e-07 6.86544e-08 4.01251e-08 0.00391989 5.27154e-08 6.12466e-08 0.156503 4.12491e-08 3.53408e-08 -------------------------------------------------------------- Initialization seed trial #174 of 1000; initialization seed = 493582399 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 503861 Distortion: 0.0450718 Distortions/cluster: 3.79704e-05 6.6896e-05 2.2442e-05 4.81569e-35 1.70767e-05 2.06985e-05 3.39428e-05 1.08283e-34 1.27749e-35 0.0446389 1.14416e-05 6.6306e-05 2.60837e-05 4.67043e-05 8.33627e-05 Variance: 7.63283e-06 Variances/cluster: 2.98943e-07 4.82608e-08 4.98665e-08 2.67973e-31 6.34772e-08 4.14759e-08 4.45991e-08 0 0 0.0422886 6.15088e-08 7.43933e-08 5.65759e-08 2.74699e-06 9.73555e-08 -------------------------------------------------------------- Initialization seed trial #175 of 1000; initialization seed = 493582400 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 502407 Distortion: 0.0453143 Distortions/cluster: 2.30726e-05 2.0401e-05 1.60884e-05 2.83461e-05 0.000300791 1.27749e-35 2.90212e-05 6.73163e-05 1.83142e-05 8.366e-05 4.17482e-05 2.98108e-05 0.0446389 1.08283e-34 1.67821e-05 Variance: 7.67388e-06 Variances/cluster: 4.94014e-08 3.49891e-08 3.52012e-08 4.19284e-08 1.87971e-05 0 6.12213e-08 7.54422e-08 3.83908e-08 9.74749e-08 3.39376e-07 7.58485e-08 0.0422886 0 3.44571e-08 -------------------------------------------------------------- Initialization seed trial #176 of 1000; initialization seed = 493582401 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 557874 Distortion: 0.0130769 Distortions/cluster: 2.07736e-05 4.81569e-35 0 2.08515e-05 2.04521e-05 6.81933e-05 2.86463e-05 7.67359e-05 2.56419e-05 4.67043e-05 0.00391362 8.366e-05 2.94324e-05 2.03893e-05 0.00872182 Variance: 2.21455e-06 Variances/cluster: 4.00224e-08 2.67973e-31 0 3.54577e-08 4.01774e-08 7.6254e-08 7.5181e-08 1.1401e-07 5.26481e-08 2.74699e-06 0.00391989 9.74749e-08 6.24842e-08 4.02915e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #177 of 1000; initialization seed = 493582402 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 498323 Distortion: 0.0492026 Distortions/cluster: 2.17431e-05 1.50066e-05 1.78973e-05 3.99055e-05 3.85802e-05 1.30213e-05 4.90368e-05 3.53674e-05 3.18176e-05 0.00391362 2.85555e-05 3.06334e-05 0.0446389 2.76641e-05 0.000300791 Variance: 8.33236e-06 Variances/cluster: 3.56988e-08 4.0014e-08 3.75958e-08 6.86622e-08 3.38384e-07 7.39781e-08 8.51064e-08 5.95215e-08 3.80106e-08 0.00391989 7.49427e-08 4.32027e-08 0.0422886 6.03971e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #178 of 1000; initialization seed = 493582403 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 81 BIC score: 556341 Distortion: 0.0133193 Distortions/cluster: 3.99696e-05 0.00391362 2.89479e-05 2.09553e-05 0.000299913 2.20708e-05 3.58899e-05 7.18974e-05 1.88478e-05 4.90368e-05 0.00872182 2.5224e-05 4.67043e-05 0 2.43947e-05 Variance: 2.2556e-06 Variances/cluster: 6.86544e-08 0.00391989 6.11957e-08 3.54532e-08 7.55387e-07 4.14049e-08 6.04009e-08 1.21028e-07 3.91811e-08 8.51064e-08 0.156503 5.29868e-08 2.74699e-06 0 4.14132e-08 -------------------------------------------------------------- Initialization seed trial #179 of 1000; initialization seed = 493582404 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 62 BIC score: 502901 Distortion: 0.0450599 Distortions/cluster: 3.99696e-05 1.08283e-34 2.29193e-05 4.81569e-35 2.14045e-05 4.90368e-05 2.86463e-05 2.61719e-05 4.17764e-05 7.8852e-05 1.27749e-35 2.96461e-05 3.58899e-05 0.0446389 4.67043e-05 Variance: 7.63081e-06 Variances/cluster: 6.86544e-08 0 3.68435e-08 2.67973e-31 4.07665e-08 8.51064e-08 7.5181e-08 5.31902e-08 4.46767e-08 1.11995e-07 0 6.24078e-08 6.04009e-08 0.0422886 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #180 of 1000; initialization seed = 493582405 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 76 BIC score: 572319 Distortion: 0.00940957 Distortions/cluster: 1.27749e-35 2.04141e-05 1.08283e-34 4.67839e-05 4.07957e-05 4.34495e-05 2.61723e-05 3.73047e-05 2.06641e-05 0.00872182 7.95391e-05 0.000307974 4.24086e-05 0 2.22475e-05 Variance: 1.59349e-06 Variances/cluster: 0 4.05006e-08 0 8.44208e-08 6.98334e-08 7.74439e-08 4.84626e-08 6.0737e-08 3.98117e-08 0.156503 1.08354e-07 1.71076e-05 6.31966e-08 0 3.67685e-08 -------------------------------------------------------------- Initialization seed trial #181 of 1000; initialization seed = 493582406 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 502901 Distortion: 0.0450599 Distortions/cluster: 4.17764e-05 4.67043e-05 2.96461e-05 2.61719e-05 0.0446389 4.90368e-05 2.86463e-05 7.8852e-05 1.08283e-34 2.14045e-05 1.27749e-35 4.81569e-35 2.29193e-05 3.99696e-05 3.58899e-05 Variance: 7.63081e-06 Variances/cluster: 4.46767e-08 2.74699e-06 6.24078e-08 5.31902e-08 0.0422886 8.51064e-08 7.5181e-08 1.11995e-07 0 4.07665e-08 0 2.67973e-31 3.68435e-08 6.86544e-08 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #182 of 1000; initialization seed = 493582407 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 498579 Distortion: 0.0492316 Distortions/cluster: 2.88994e-05 4.67043e-05 1.37663e-05 1.8307e-05 3.76561e-05 0.0446389 2.46469e-05 9.60528e-05 1.43097e-05 8.6007e-06 0.000299233 4.27712e-05 1.93839e-05 0.00391362 2.87715e-05 Variance: 8.33728e-06 Variances/cluster: 5.60016e-08 2.74699e-06 5.73413e-08 4.35741e-08 4.62554e-08 0.0422886 6.41634e-08 9.89127e-08 7.569e-08 5.0576e-08 6.14392e-07 4.4503e-08 5.53649e-08 0.00391989 7.51155e-08 -------------------------------------------------------------- Initialization seed trial #183 of 1000; initialization seed = 493582408 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 59 BIC score: 687905 Distortion: 0.000709852 Distortions/cluster: 1.27749e-35 2.29193e-05 8.01568e-05 1.08283e-34 8.37767e-05 2.61719e-05 4.10797e-05 2.86463e-05 6.80765e-05 9.64317e-35 2.37044e-35 0.000307974 2.14045e-05 2.96461e-05 0 Variance: 1.20212e-07 Variances/cluster: 0 3.68435e-08 1.13526e-07 0 9.74973e-08 5.31902e-08 4.39787e-08 7.5181e-08 7.62086e-08 6.86694e-32 0 1.71076e-05 4.07665e-08 6.24078e-08 0 -------------------------------------------------------------- Initialization seed trial #184 of 1000; initialization seed = 493582409 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 513578 Distortion: 0.0365337 Distortions/cluster: 1.08283e-34 1.86597e-05 9.86847e-06 1.33526e-05 4.26945e-05 0.0003196 2.01868e-05 1.40995e-05 9.92392e-06 1.27749e-35 0.000112578 8.43441e-06 0.0356196 0.000344779 2.37044e-35 Variance: 6.18691e-06 Variances/cluster: 0 5.11061e-08 5.27556e-08 7.49921e-08 6.37177e-08 5.15442e-07 6.98273e-08 3.79917e-08 5.16705e-08 0 5.72276e-08 4.95982e-08 0.035575 3.85193e-07 0 -------------------------------------------------------------- Initialization seed trial #185 of 1000; initialization seed = 493582410 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 502221 Distortion: 0.0453153 Distortions/cluster: 3.48071e-05 2.7154e-05 4.67043e-05 1.90128e-05 1.08283e-34 3.35214e-05 2.87034e-05 0.000297351 7.82999e-05 2.40958e-05 0.0446389 1.27749e-35 2.17412e-05 4.21186e-05 2.28711e-05 Variance: 7.67406e-06 Variances/cluster: 6.09382e-08 5.30305e-08 2.74699e-06 6.35675e-08 0 6.22874e-08 7.51338e-08 6.65161e-07 1.1137e-07 7.0024e-08 0.0422886 0 4.10172e-08 4.48508e-08 3.68253e-08 -------------------------------------------------------------- Initialization seed trial #186 of 1000; initialization seed = 493582411 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 499415 Distortion: 0.0489631 Distortions/cluster: 7.98683e-05 3.00268e-05 8.09249e-06 4.35604e-05 3.11514e-05 0.0446389 5.64998e-05 2.93403e-05 3.4348e-05 4.81569e-35 3.27996e-05 2.21306e-05 2.35482e-05 1.91643e-05 0.00391362 Variance: 8.2918e-06 Variances/cluster: 9.44888e-08 7.58193e-08 1.68542e-07 2.7222e-06 4.33222e-08 0.0422886 6.50707e-08 6.03661e-08 3.12221e-07 2.67973e-31 3.86754e-08 3.60979e-08 4.99916e-08 3.97561e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #187 of 1000; initialization seed = 493582412 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 574296 Distortion: 0.0091704 Distortions/cluster: 8.01568e-05 1.08283e-34 4.67043e-05 2.29193e-05 6.81933e-05 8.366e-05 2.86463e-05 0.00872182 4.81569e-35 1.27749e-35 4.10797e-05 2.61719e-05 0 2.96461e-05 2.14045e-05 Variance: 1.55299e-06 Variances/cluster: 1.13526e-07 0 2.74699e-06 3.68435e-08 7.6254e-08 9.74749e-08 7.5181e-08 0.156503 2.67973e-31 0 4.39787e-08 5.31902e-08 0 6.24078e-08 4.07665e-08 -------------------------------------------------------------- Initialization seed trial #188 of 1000; initialization seed = 493582413 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 558149 Distortion: 0.0130769 Distortions/cluster: 0 2.43482e-05 0.00391362 8.366e-05 4.67043e-05 2.17335e-05 2.34974e-05 3.65434e-05 6.81933e-05 0.00872182 4.81569e-35 2.36519e-05 1.201e-05 2.48872e-05 7.62199e-05 Variance: 2.21455e-06 Variances/cluster: 0 7.24593e-08 0.00391989 9.74749e-08 2.74699e-06 3.58596e-08 4.7755e-08 4.00222e-08 7.6254e-08 0.156503 2.67973e-31 5.88301e-08 6.15844e-08 4.10641e-08 1.30501e-07 -------------------------------------------------------------- Initialization seed trial #189 of 1000; initialization seed = 493582414 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 574356 Distortion: 0.00915933 Distortions/cluster: 0 0.00872182 3.72345e-05 1.27749e-35 4.67043e-05 2.74568e-05 3.00803e-05 3.08605e-05 4.07957e-05 4.81569e-35 3.73047e-05 4.27172e-05 9.75704e-05 1.08283e-34 4.67839e-05 Variance: 1.55111e-06 Variances/cluster: 0 0.156503 4.59633e-08 0 2.74699e-06 5.62588e-08 7.57631e-08 6.08638e-08 6.98334e-08 2.67973e-31 6.0737e-08 4.44932e-08 1.00269e-07 0 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #190 of 1000; initialization seed = 493582415 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 604294 Distortion: 0.00459783 Distortions/cluster: 0.000307974 3.79002e-05 3.29062e-05 8.53958e-05 3.33669e-05 2.25503e-05 3.96953e-05 3.93613e-05 0 2.17441e-05 0.00391362 9.64317e-35 3.69625e-05 2.37044e-35 2.63467e-05 Variance: 7.78633e-07 Variances/cluster: 1.71076e-05 6.03455e-08 8.00384e-08 1.01895e-07 7.315e-08 4.94365e-08 4.38099e-08 7.65724e-08 0 3.59365e-08 0.00391989 6.86694e-32 5.75683e-08 0 6.12513e-08 -------------------------------------------------------------- Initialization seed trial #191 of 1000; initialization seed = 493582416 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 508243 Distortion: 0.0399542 Distortions/cluster: 2.61719e-05 4.17764e-05 2.37044e-35 3.73047e-05 2.14045e-05 4.81569e-35 0.00391362 0.0356196 4.07957e-05 2.96461e-05 2.29193e-05 7.8852e-05 4.67839e-05 4.67043e-05 2.86463e-05 Variance: 6.76616e-06 Variances/cluster: 5.31902e-08 4.46767e-08 0 6.0737e-08 4.07665e-08 2.67973e-31 0.00391989 0.035575 6.98334e-08 6.24078e-08 3.68435e-08 1.11995e-07 8.44208e-08 2.74699e-06 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #192 of 1000; initialization seed = 493582417 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 502664 Distortion: 0.0453139 Distortions/cluster: 1.08283e-34 3.00298e-05 1.22168e-05 2.41418e-05 1.27749e-35 2.29095e-05 6.73163e-05 2.15361e-05 4.01753e-05 3.16121e-05 2.18065e-05 0.0446389 0.000300791 1.87534e-05 8.366e-05 Variance: 7.67381e-06 Variances/cluster: 0 4.30806e-08 6.20088e-08 7.22754e-08 0 4.78237e-08 7.54422e-08 3.57108e-08 3.40429e-07 3.79464e-08 5.59091e-08 0.0422886 1.87971e-05 3.85835e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #193 of 1000; initialization seed = 493582418 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 502204 Distortion: 0.0453153 Distortions/cluster: 2.36116e-05 3.85916e-05 0.000298141 2.71031e-05 0.0446389 1.27749e-35 4.67043e-05 1.94952e-05 3.35214e-05 2.29829e-05 7.74101e-05 1.08283e-34 3.48071e-05 2.53108e-05 2.87034e-05 Variance: 7.67406e-06 Variances/cluster: 6.96288e-08 4.11827e-08 6.4808e-07 5.3243e-08 0.0422886 0 2.74699e-06 6.41085e-08 6.22874e-08 3.68864e-08 1.23845e-07 0 6.09382e-08 4.23217e-08 7.51338e-08 -------------------------------------------------------------- Initialization seed trial #194 of 1000; initialization seed = 493582419 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 502843 Distortion: 0.0453315 Distortions/cluster: 4.67043e-05 1.07492e-05 4.27239e-05 0.000312931 1.14899e-05 1.89965e-05 0.0446389 1.27749e-35 2.46649e-05 1.88487e-05 4.66958e-05 1.08283e-34 5.18243e-05 9.32091e-05 1.37304e-05 Variance: 7.6768e-06 Variances/cluster: 2.74699e-06 4.92926e-08 7.72522e-08 4.79179e-07 5.49579e-08 4.38576e-08 0.0422886 0 6.19517e-08 7.19192e-08 4.51563e-08 0 5.30386e-08 1.01637e-07 5.91642e-08 -------------------------------------------------------------- Initialization seed trial #195 of 1000; initialization seed = 493582420 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 502881 Distortion: 0.0450599 Distortions/cluster: 7.80233e-05 3.81032e-05 2.58561e-05 0.0446389 2.51166e-05 2.97647e-05 1.27749e-35 3.73047e-05 4.67839e-05 4.07957e-05 1.08283e-34 4.81569e-35 2.25053e-05 4.67043e-05 3.00268e-05 Variance: 7.63081e-06 Variances/cluster: 1.24428e-07 4.08797e-08 5.3862e-08 0.0422886 4.22088e-08 6.11135e-08 0 6.0737e-08 8.44208e-08 6.98334e-08 0 2.67973e-31 3.64712e-08 2.74699e-06 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #196 of 1000; initialization seed = 493582421 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 501976 Distortion: 0.0453222 Distortions/cluster: 1.27749e-35 4.07957e-05 2.44435e-05 2.70406e-05 2.10605e-05 4.67043e-05 3.73047e-05 4.67839e-05 2.01499e-05 0.0446389 2.86012e-05 2.06468e-05 7.22955e-05 1.08283e-34 0.000297453 Variance: 7.67522e-06 Variances/cluster: 0 6.98334e-08 4.14258e-08 5.29123e-08 3.5571e-08 2.74699e-06 6.0737e-08 8.44208e-08 3.98972e-08 0.0422886 7.50627e-08 4.06398e-08 1.20683e-07 0 6.63905e-07 -------------------------------------------------------------- Initialization seed trial #197 of 1000; initialization seed = 493582422 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 502504 Distortion: 0.0453237 Distortions/cluster: 2.06002e-05 9.60528e-05 2.87715e-05 0.0446389 1.44798e-05 2.11957e-05 2.88994e-05 1.08283e-34 3.77383e-05 4.2689e-05 4.67043e-05 2.31325e-05 1.27749e-35 2.48952e-05 0.000299669 Variance: 7.67549e-06 Variances/cluster: 4.84553e-08 9.89127e-08 7.51155e-08 0.0422886 5.81331e-08 7.11044e-08 5.60016e-08 0 4.62995e-08 4.44638e-08 2.74699e-06 5.91436e-08 0 6.38127e-08 6.14026e-07 -------------------------------------------------------------- Initialization seed trial #198 of 1000; initialization seed = 493582423 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 73 BIC score: 497956 Distortion: 0.0492287 Distortions/cluster: 4.07957e-05 2.02254e-05 2.34116e-05 4.67043e-05 0.00391362 1.84108e-05 0.0446389 1.98391e-05 2.1273e-05 4.67839e-05 3.73047e-05 2.38609e-05 0.000285349 7.16238e-05 2.05571e-05 Variance: 8.33678e-06 Variances/cluster: 6.98334e-08 3.48074e-08 5.52111e-08 2.74699e-06 0.00391989 6.71873e-08 0.0422886 3.95955e-08 4.65454e-08 8.44208e-08 6.0737e-08 4.06451e-08 1.3333e-06 1.22006e-07 4.04632e-08 -------------------------------------------------------------- Initialization seed trial #199 of 1000; initialization seed = 493582424 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 95 BIC score: 513010 Distortion: 0.0363192 Distortions/cluster: 0.000312931 4.67043e-05 1.27749e-35 9.36493e-05 1.05842e-05 1.94134e-05 2.39403e-05 2.37044e-35 4.27239e-05 4.66957e-05 0.0356196 5.18241e-05 2.89131e-05 2.22942e-05 1.08283e-34 Variance: 6.15059e-06 Variances/cluster: 4.79179e-07 2.74699e-06 0 1.02005e-07 5.45406e-08 6.46905e-08 7.479e-08 0 7.72522e-08 4.51126e-08 0.035575 5.30928e-08 6.09781e-08 4.80323e-08 0 -------------------------------------------------------------- Initialization seed trial #200 of 1000; initialization seed = 493582425 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 81 BIC score: 572441 Distortion: 0.00941221 Distortions/cluster: 0.00872182 1.27749e-35 2.16866e-05 3.99696e-05 7.89067e-05 0.000297453 2.7094e-05 2.86012e-05 1.08283e-34 3.58899e-05 2.29791e-05 4.20705e-05 4.67043e-05 0 4.90368e-05 Variance: 1.59394e-06 Variances/cluster: 0.156503 0 4.09915e-08 6.86544e-08 1.11914e-07 6.63905e-07 5.30168e-08 7.50627e-08 0 6.04009e-08 3.68804e-08 4.48473e-08 2.74699e-06 0 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #201 of 1000; initialization seed = 493582426 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 51 BIC score: 502260 Distortion: 0.0452986 Distortions/cluster: 0.0446389 1.71404e-05 4.08961e-05 4.32487e-05 3.53035e-05 0.000296857 3.99696e-05 4.90368e-05 3.93248e-05 3.27646e-05 2.91647e-05 1.94557e-05 1.08283e-34 1.27749e-35 1.65109e-05 Variance: 7.67123e-06 Variances/cluster: 0.0422886 3.48352e-08 7.68663e-08 3.69605e-07 5.95142e-08 1.9788e-05 6.86544e-08 8.51064e-08 6.30151e-08 4.28819e-08 5.05405e-08 3.44308e-08 0 0 3.54279e-08 -------------------------------------------------------------- Initialization seed trial #202 of 1000; initialization seed = 493582427 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 50 BIC score: 498218 Distortion: 0.049222 Distortions/cluster: 2.28553e-05 4.07912e-05 0.000293803 2.49934e-05 0.00391362 3.44908e-05 2.43786e-05 7.84034e-05 3.27527e-05 1.98062e-05 1.69003e-05 4.67043e-05 1.16404e-05 0.0446389 2.19517e-05 Variance: 8.33565e-06 Variances/cluster: 3.67998e-08 4.38106e-08 6.8162e-07 5.35143e-08 0.00391989 6.09179e-08 7.18907e-08 1.13453e-07 6.07463e-08 6.42853e-08 6.32921e-08 2.74699e-06 6.15842e-08 0.0422886 4.09507e-08 -------------------------------------------------------------- Initialization seed trial #203 of 1000; initialization seed = 493582428 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 507511 Distortion: 0.0402096 Distortions/cluster: 0.00391362 4.67043e-05 2.52237e-05 0.0356196 2.71031e-05 2.29829e-05 0.000298141 2.37044e-35 3.85916e-05 2.87034e-05 1.89386e-05 3.27799e-05 7.74101e-05 3.44908e-05 2.53108e-05 Variance: 6.80941e-06 Variances/cluster: 0.00391989 2.74699e-06 7.24593e-08 0.035575 5.3243e-08 3.68864e-08 6.4808e-07 0 4.11827e-08 7.51338e-08 6.33195e-08 6.07967e-08 1.23845e-07 6.09179e-08 4.23217e-08 -------------------------------------------------------------- Initialization seed trial #204 of 1000; initialization seed = 493582429 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 574355 Distortion: 0.00915933 Distortions/cluster: 0 4.07957e-05 1.27749e-35 4.67043e-05 3.6773e-05 0.00872182 3.00803e-05 9.76919e-05 3.73047e-05 3.08605e-05 1.08283e-34 4.81569e-35 4.2926e-05 4.67839e-05 2.75883e-05 Variance: 1.55111e-06 Variances/cluster: 0 6.98334e-08 0 2.74699e-06 4.56189e-08 0.156503 7.57631e-08 1.00188e-07 6.0737e-08 6.08638e-08 0 2.67973e-31 4.47107e-08 8.44208e-08 5.62975e-08 -------------------------------------------------------------- Initialization seed trial #205 of 1000; initialization seed = 493582430 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 51 BIC score: 512855 Distortion: 0.0363306 Distortions/cluster: 1.27749e-35 2.19517e-05 7.95014e-05 4.67043e-05 1.69003e-05 2.28553e-05 0.0356196 1.08283e-34 0.000293803 6.81933e-05 1.16404e-05 4.08575e-05 8.366e-05 2.49934e-05 2.37044e-35 Variance: 6.15252e-06 Variances/cluster: 0 4.09507e-08 1.1471e-07 2.74699e-06 6.32921e-08 3.67998e-08 0.035575 0 6.8162e-07 7.6254e-08 6.15842e-08 4.38818e-08 9.74749e-08 5.35143e-08 0 -------------------------------------------------------------- Initialization seed trial #206 of 1000; initialization seed = 493582431 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 93 BIC score: 502337 Distortion: 0.0453028 Distortions/cluster: 2.86012e-05 0.000297331 3.32995e-05 1.97726e-05 1.08283e-34 4.06713e-05 3.57241e-05 2.2366e-05 1.27749e-35 4.6908e-05 3.14729e-05 2.4344e-05 4.67043e-05 0.0446389 3.67128e-05 Variance: 7.67194e-06 Variances/cluster: 7.50627e-08 6.66606e-07 3.8989e-08 4.03484e-08 0 6.97398e-08 2.95206e-07 3.63634e-08 0 8.44922e-08 4.33474e-08 4.84897e-08 2.74699e-06 0.0422886 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #207 of 1000; initialization seed = 493582432 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 574351 Distortion: 0.00915934 Distortions/cluster: 0 4.07957e-05 3.73047e-05 1.27749e-35 1.08283e-34 9.88853e-05 0.00872182 4.67043e-05 3.12744e-05 4.67839e-05 4.81569e-35 4.29272e-05 2.84326e-05 3.02112e-05 3.42045e-05 Variance: 1.55112e-06 Variances/cluster: 0 6.98334e-08 6.0737e-08 0 0 9.97744e-08 0.156503 2.74699e-06 6.06044e-08 8.44208e-08 2.67973e-31 4.47585e-08 5.73186e-08 7.57112e-08 4.41869e-08 -------------------------------------------------------------- Initialization seed trial #208 of 1000; initialization seed = 493582433 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 502221 Distortion: 0.0453153 Distortions/cluster: 3.3606e-05 1.89345e-05 0.0446389 2.17412e-05 7.82999e-05 2.86012e-05 1.27749e-35 3.48071e-05 1.08283e-34 0.000297453 2.40901e-05 2.29791e-05 4.67043e-05 2.7094e-05 4.20705e-05 Variance: 7.67406e-06 Variances/cluster: 6.23287e-08 6.35182e-08 0.0422886 4.10172e-08 1.1137e-07 7.50627e-08 0 6.09382e-08 0 6.63905e-07 7.00075e-08 3.68804e-08 2.74699e-06 5.30168e-08 4.48473e-08 -------------------------------------------------------------- Initialization seed trial #209 of 1000; initialization seed = 493582434 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 503248 Distortion: 0.0450805 Distortions/cluster: 4.81569e-35 4.67043e-05 2.23566e-05 1.94668e-05 2.43621e-05 1.24607e-05 0.0446389 1.27749e-35 1.08283e-34 7.87166e-05 4.0399e-05 8.366e-05 2.26375e-05 2.26014e-05 6.81933e-05 Variance: 7.63429e-06 Variances/cluster: 2.67973e-31 2.74699e-06 4.11684e-08 7.37323e-08 5.43748e-08 6.16813e-08 0.0422886 0 0 1.15579e-07 4.37654e-08 9.74749e-08 5.00789e-08 3.6391e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #210 of 1000; initialization seed = 493582435 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 502340 Distortion: 0.0452933 Distortions/cluster: 2.98939e-05 4.67839e-05 4.00975e-05 0.0446389 0.000300791 2.23296e-05 1.89607e-05 3.67128e-05 3.29464e-05 1.08283e-34 2.95971e-05 1.27749e-35 4.07957e-05 3.07336e-05 2.47579e-05 Variance: 7.67033e-06 Variances/cluster: 7.58668e-08 8.44208e-08 3.36915e-07 0.0422886 1.87971e-05 3.63633e-08 3.89299e-08 5.98708e-08 3.87571e-08 0 6.102e-08 0 6.98334e-08 4.32221e-08 5.20077e-08 -------------------------------------------------------------- Initialization seed trial #211 of 1000; initialization seed = 493582436 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 512793 Distortion: 0.0363126 Distortions/cluster: 2.78453e-05 1.89788e-05 1.27749e-35 0.000297696 4.67043e-05 1.08283e-34 4.36199e-05 4.22095e-05 2.87034e-05 9.48599e-05 3.44908e-05 2.51848e-05 3.27799e-05 0.0356196 2.37044e-35 Variance: 6.14947e-06 Variances/cluster: 5.4487e-08 6.34539e-08 0 6.57112e-07 2.74699e-06 0 4.44155e-08 4.87353e-08 7.51338e-08 1.00799e-07 6.09179e-08 7.23474e-08 6.07967e-08 0.035575 0 -------------------------------------------------------------- Initialization seed trial #212 of 1000; initialization seed = 493582437 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 70 BIC score: 572844 Distortion: 0.00940375 Distortions/cluster: 2.53538e-05 3.09034e-05 0.000300791 3.27199e-05 4.04593e-05 0.00872182 1.08283e-34 2.23664e-05 8.366e-05 1.27749e-35 2.95451e-05 0 2.99459e-05 6.73163e-05 1.8871e-05 Variance: 1.59251e-06 Variances/cluster: 5.30367e-08 4.3339e-08 1.87971e-05 3.85814e-08 3.37121e-07 0.156503 0 3.63639e-08 9.74749e-08 0 6.10386e-08 0 7.58063e-08 7.54422e-08 3.89056e-08 -------------------------------------------------------------- Initialization seed trial #213 of 1000; initialization seed = 493582438 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 58 BIC score: 512728 Distortion: 0.0363159 Distortions/cluster: 3.20268e-05 2.6602e-05 2.78453e-05 4.67043e-05 1.08283e-34 9.44194e-05 2.27382e-05 2.37044e-35 0.000297696 4.22095e-05 2.87034e-05 3.37991e-05 1.27749e-35 4.36199e-05 0.0356196 Variance: 6.15003e-06 Variances/cluster: 7.98418e-08 6.12748e-08 5.4487e-08 2.74699e-06 0 1.00437e-07 4.96307e-08 0 6.57112e-07 4.87353e-08 7.51338e-08 7.34531e-08 0 4.44155e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #214 of 1000; initialization seed = 493582439 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 556611 Distortion: 0.0133187 Distortions/cluster: 2.41152e-05 3.99696e-05 0.000288493 2.1554e-05 0.00872182 0 2.25684e-05 3.89992e-05 3.64426e-05 1.80943e-05 4.90368e-05 7.50505e-05 2.21888e-05 4.67043e-05 0.00391362 Variance: 2.25549e-06 Variances/cluster: 6.01322e-08 6.86544e-08 1.07238e-06 3.57405e-08 0.156503 0 4.63377e-08 4.28526e-08 6.12281e-08 6.75104e-08 8.51064e-08 1.17256e-07 3.9976e-08 2.74699e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #215 of 1000; initialization seed = 493582440 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 556537 Distortion: 0.0133151 Distortions/cluster: 4.20705e-05 0.00872182 2.17412e-05 3.16601e-05 4.67043e-05 3.3402e-05 2.86012e-05 2.7094e-05 2.29791e-05 0.00391362 2.67265e-05 0 7.78554e-05 0.000297453 2.33822e-05 Variance: 2.25489e-06 Variances/cluster: 4.48473e-08 0.156503 4.10172e-08 7.97229e-08 2.74699e-06 7.37119e-08 7.50627e-08 5.30168e-08 3.68804e-08 0.00391989 6.11389e-08 0 1.10895e-07 6.63905e-07 5.01603e-08 -------------------------------------------------------------- Initialization seed trial #216 of 1000; initialization seed = 493582441 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 498668 Distortion: 0.0492222 Distortions/cluster: 2.98317e-05 0.00391362 6.73163e-05 2.14162e-05 3.10443e-05 4.03028e-05 1.83669e-05 0.000300791 8.366e-05 1.34989e-05 2.04898e-05 8.99219e-06 1.95196e-05 1.44678e-05 0.0446389 Variance: 8.33569e-06 Variances/cluster: 4.29196e-08 0.00391989 7.54422e-08 3.56896e-08 3.75806e-08 3.38639e-07 3.83405e-08 1.87971e-05 9.74749e-08 4.62255e-08 5.50751e-08 5.91541e-08 5.21869e-08 6.373e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #217 of 1000; initialization seed = 493582442 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 50 BIC score: 502555 Distortion: 0.0453166 Distortions/cluster: 1.08283e-34 3.08605e-05 3.70447e-05 4.29076e-05 1.27749e-35 2.74568e-05 1.231e-05 0.000307974 0.0446389 2.48735e-05 2.87689e-05 1.31485e-05 9.70233e-05 2.51858e-05 3.00803e-05 Variance: 7.67427e-06 Variances/cluster: 0 6.08638e-08 4.5899e-08 4.45522e-08 0 5.62588e-08 5.61921e-08 1.71076e-05 0.0422886 5.42916e-08 5.92979e-08 5.32159e-08 9.98093e-08 7.36195e-08 7.57631e-08 -------------------------------------------------------------- Initialization seed trial #218 of 1000; initialization seed = 493582443 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 558262 Distortion: 0.0130575 Distortions/cluster: 8.366e-05 4.67043e-05 2.2302e-05 2.35247e-05 0 2.95988e-05 0.00872182 3.78274e-05 6.60089e-05 3.11248e-05 1.92403e-05 0.00391362 2.86463e-05 4.81569e-35 3.33853e-05 Variance: 2.21126e-06 Variances/cluster: 9.74749e-08 2.74699e-06 3.63182e-08 4.86004e-08 0 6.24396e-08 0.156503 3.00181e-07 7.42266e-08 4.31652e-08 3.98312e-08 0.00391989 7.5181e-08 2.67973e-31 3.89981e-08 -------------------------------------------------------------- Initialization seed trial #219 of 1000; initialization seed = 493582444 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 687407 Distortion: 0.000717959 Distortions/cluster: 2.37044e-35 9.64317e-35 2.17412e-05 3.8527e-05 0.000297453 8.366e-05 8.00798e-05 1.27749e-35 6.81933e-05 2.7154e-05 4.67043e-05 2.58452e-05 2.86012e-05 1.08283e-34 0 Variance: 1.21585e-07 Variances/cluster: 0 6.86694e-32 4.10172e-08 4.12459e-08 6.63905e-07 9.74749e-08 1.13578e-07 0 7.6254e-08 5.30305e-08 2.74699e-06 4.12815e-08 7.50627e-08 0 0 -------------------------------------------------------------- Initialization seed trial #220 of 1000; initialization seed = 493582445 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 572441 Distortion: 0.00941221 Distortions/cluster: 4.67043e-05 0.000297453 2.86012e-05 4.20705e-05 0 1.27749e-35 2.29791e-05 3.58899e-05 7.89067e-05 3.99696e-05 0.00872182 1.08283e-34 2.7094e-05 2.16866e-05 4.90368e-05 Variance: 1.59394e-06 Variances/cluster: 2.74699e-06 6.63905e-07 7.50627e-08 4.48473e-08 0 0 3.68804e-08 6.04009e-08 1.11914e-07 6.86544e-08 0.156503 0 5.30168e-08 4.09915e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #221 of 1000; initialization seed = 493582446 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 556351 Distortion: 0.0133193 Distortions/cluster: 2.06666e-05 2.06225e-05 3.73047e-05 0.00872182 7.60791e-05 4.67839e-05 2.47094e-05 4.07957e-05 1.98146e-05 0.000300177 4.67043e-05 2.89397e-05 0.00391362 0 2.1252e-05 Variance: 2.2556e-06 Variances/cluster: 3.53235e-08 3.98849e-08 6.0737e-08 0.156503 1.13371e-07 8.44208e-08 5.27932e-08 6.98334e-08 3.94678e-08 7.52264e-07 2.74699e-06 6.07928e-08 0.00391989 0 4.11824e-08 -------------------------------------------------------------- Initialization seed trial #222 of 1000; initialization seed = 493582447 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 572704 Distortion: 0.00941485 Distortions/cluster: 2.95106e-05 0.000298931 0 3.77383e-05 4.67043e-05 2.88994e-05 1.27749e-35 3.48071e-05 9.7125e-05 1.86216e-05 2.53737e-05 3.26327e-05 4.2689e-05 1.08283e-34 0.00872182 Variance: 1.59439e-06 Variances/cluster: 7.56621e-08 6.21427e-07 0 4.62995e-08 2.74699e-06 5.60016e-08 0 6.09382e-08 9.98112e-08 6.31039e-08 7.24737e-08 6.08624e-08 4.44638e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #223 of 1000; initialization seed = 493582448 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 507651 Distortion: 0.0401969 Distortions/cluster: 3.14729e-05 2.37044e-35 4.67839e-05 2.48215e-05 0.0356196 0.000297331 4.07957e-05 1.97726e-05 3.82031e-05 3.32995e-05 2.2366e-05 4.35604e-05 0.00391362 3.67128e-05 2.86012e-05 Variance: 6.80726e-06 Variances/cluster: 4.33474e-08 0 8.44208e-08 4.93425e-08 0.035575 6.66606e-07 6.98334e-08 4.03484e-08 3.15692e-07 3.8989e-08 3.63634e-08 2.7222e-06 0.00391989 5.98708e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #224 of 1000; initialization seed = 493582449 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 497875 Distortion: 0.0492137 Distortions/cluster: 0.000307974 1.96059e-05 0.0446389 2.36116e-05 2.90584e-05 3.34105e-05 2.06351e-05 2.51024e-05 2.14427e-05 2.06785e-05 7.49206e-05 2.01309e-05 2.98108e-05 3.48071e-05 0.00391362 Variance: 8.33425e-06 Variances/cluster: 1.71076e-05 6.42612e-08 0.0422886 6.96288e-08 6.11706e-08 6.21969e-08 4.05369e-08 5.2954e-08 4.0302e-08 3.52234e-08 1.13851e-07 3.99387e-08 7.58485e-08 6.09382e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #225 of 1000; initialization seed = 493582450 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 688864 Distortion: 0.000709954 Distortions/cluster: 0 1.08283e-34 1.27749e-35 2.40201e-05 0.000101095 0.000307974 2.11739e-05 2.45642e-05 9.64317e-35 4.96348e-05 2.37044e-35 0.00010376 1.55206e-05 1.90592e-05 4.31509e-05 Variance: 1.20229e-07 Variances/cluster: 0 0 0 6.03328e-08 5.65038e-08 1.71076e-05 7.05577e-08 6.41151e-08 6.86694e-32 8.03088e-08 0 9.83424e-08 5.96754e-08 4.62452e-08 6.42071e-08 -------------------------------------------------------------- Initialization seed trial #226 of 1000; initialization seed = 493582451 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 499377 Distortion: 0.048951 Distortions/cluster: 2.4864e-05 3.57241e-05 4.67043e-05 3.36824e-05 4.81569e-35 2.35195e-05 6.77147e-05 2.95971e-05 2.98939e-05 0.00391362 1.92126e-05 0.0446389 2.10473e-05 3.25482e-05 3.39428e-05 Variance: 8.28975e-06 Variances/cluster: 7.22565e-08 2.95206e-07 2.74699e-06 5.91764e-08 2.67973e-31 4.94062e-08 4.8571e-08 6.102e-08 7.58668e-08 0.00391989 6.35975e-08 0.0422886 4.17564e-08 6.08182e-08 4.45991e-08 -------------------------------------------------------------- Initialization seed trial #227 of 1000; initialization seed = 493582452 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 604389 Distortion: 0.00459453 Distortions/cluster: 2.51399e-05 3.69625e-05 8.57062e-05 0 0.000307974 2.17441e-05 2.37044e-35 3.26327e-05 3.98296e-05 3.79002e-05 0.00391362 1.8854e-05 9.64317e-35 3.93613e-05 3.48071e-05 Variance: 7.78075e-07 Variances/cluster: 7.24266e-08 5.75683e-08 1.02388e-07 0 1.71076e-05 3.59365e-08 0 6.08624e-08 4.38614e-08 6.03455e-08 0.00391989 6.32482e-08 6.86694e-32 7.65724e-08 6.09382e-08 -------------------------------------------------------------- Initialization seed trial #228 of 1000; initialization seed = 493582453 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 572705 Distortion: 0.00941485 Distortions/cluster: 3.77383e-05 3.48071e-05 2.88994e-05 0.000299669 1.08283e-34 1.27749e-35 0.00872182 0 2.36116e-05 4.2689e-05 2.87715e-05 9.7125e-05 1.94952e-05 3.35214e-05 4.67043e-05 Variance: 1.59439e-06 Variances/cluster: 4.62995e-08 6.09382e-08 5.60016e-08 6.14026e-07 0 0 0.156503 0 6.96288e-08 4.44638e-08 7.51155e-08 9.98112e-08 6.41085e-08 6.22874e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #229 of 1000; initialization seed = 493582454 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 60 BIC score: 573805 Distortion: 0.00942631 Distortions/cluster: 0.000103989 2.08813e-05 2.6131e-05 1.15002e-05 1.07598e-05 0.000101576 0 1.69079e-05 4.96348e-05 1.27749e-35 1.08283e-34 0.00872182 4.26472e-05 1.24914e-05 0.000307974 Variance: 1.59633e-06 Variances/cluster: 9.89345e-08 4.64913e-08 6.13202e-08 5.47453e-08 5.46008e-08 5.65829e-08 0 7.44613e-08 8.03088e-08 0 0 0.156503 6.3647e-08 5.13886e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #230 of 1000; initialization seed = 493582455 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 65 BIC score: 498893 Distortion: 0.0489471 Distortions/cluster: 4.07957e-05 4.67839e-05 0.0446389 3.33853e-05 2.86463e-05 0.00391362 2.95988e-05 3.67128e-05 1.92403e-05 4.67043e-05 3.57241e-05 3.11248e-05 2.35247e-05 4.81569e-35 2.2302e-05 Variance: 8.28909e-06 Variances/cluster: 6.98334e-08 8.44208e-08 0.0422886 3.89981e-08 7.5181e-08 0.00391989 6.24396e-08 5.98708e-08 3.98312e-08 2.74699e-06 2.95206e-07 4.31652e-08 4.86004e-08 2.67973e-31 3.63182e-08 -------------------------------------------------------------- Initialization seed trial #231 of 1000; initialization seed = 493582456 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 80 BIC score: 604192 Distortion: 0.00460401 Distortions/cluster: 3.58899e-05 0.00391362 2.29311e-05 7.89067e-05 2.37044e-35 0.000297453 9.64317e-35 2.7094e-05 2.86012e-05 3.99696e-05 2.16866e-05 4.67043e-05 4.21186e-05 0 4.90368e-05 Variance: 7.79681e-07 Variances/cluster: 6.04009e-08 0.00391989 3.68625e-08 1.11914e-07 0 6.63905e-07 6.86694e-32 5.30168e-08 7.50627e-08 6.86544e-08 4.09915e-08 2.74699e-06 4.48508e-08 0 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #232 of 1000; initialization seed = 493582457 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 69 BIC score: 503265 Distortion: 0.0450609 Distortions/cluster: 1.08283e-34 0.0446389 2.86463e-05 1.92403e-05 3.78274e-05 2.2302e-05 2.35247e-05 6.6306e-05 4.81569e-35 3.11248e-05 3.33853e-05 8.33627e-05 2.95988e-05 4.67043e-05 1.27749e-35 Variance: 7.63098e-06 Variances/cluster: 0 0.0422886 7.5181e-08 3.98312e-08 3.00181e-07 3.63182e-08 4.86004e-08 7.43933e-08 2.67973e-31 4.31652e-08 3.89981e-08 9.73555e-08 6.24396e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #233 of 1000; initialization seed = 493582458 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 534835 Distortion: 0.0220988 Distortions/cluster: 2.16868e-05 0 1.27749e-35 0.0214282 2.1313e-05 0.000307974 3.90178e-05 1.08283e-34 0.000115873 2.30843e-05 7.6717e-05 2.73503e-05 2.33779e-05 2.37044e-35 1.41871e-05 Variance: 3.74239e-06 Variances/cluster: 7.18048e-08 0 0 3.11355e-05 3.55769e-08 1.71076e-05 4.29201e-08 0 1.09383e-07 6.34126e-08 1.17473e-07 7.06671e-08 4.297e-08 0 3.71358e-08 -------------------------------------------------------------- Initialization seed trial #234 of 1000; initialization seed = 493582459 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 501988 Distortion: 0.0453222 Distortions/cluster: 0.0002974 4.67043e-05 1.89267e-05 2.65995e-05 2.09616e-05 1.27749e-35 2.07756e-05 1.08283e-34 7.62504e-05 4.67839e-05 2.86012e-05 0.0446389 3.73047e-05 4.07957e-05 2.21585e-05 Variance: 7.67522e-06 Variances/cluster: 6.65271e-07 2.74699e-06 3.92636e-08 5.26676e-08 4.01525e-08 0 3.53888e-08 0 1.13289e-07 8.44208e-08 7.50627e-08 0.0422886 6.0737e-08 6.98334e-08 4.12598e-08 -------------------------------------------------------------- Initialization seed trial #235 of 1000; initialization seed = 493582460 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 558262 Distortion: 0.0130575 Distortions/cluster: 0 3.33853e-05 1.92403e-05 3.11248e-05 2.95988e-05 4.67043e-05 6.6306e-05 0.00391362 4.81569e-35 0.00872182 2.35247e-05 2.2302e-05 2.86463e-05 8.33627e-05 3.78274e-05 Variance: 2.21126e-06 Variances/cluster: 0 3.89981e-08 3.98312e-08 4.31652e-08 6.24396e-08 2.74699e-06 7.43933e-08 0.00391989 2.67973e-31 0.156503 4.86004e-08 3.63182e-08 7.5181e-08 9.73555e-08 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #236 of 1000; initialization seed = 493582461 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 572717 Distortion: 0.00943287 Distortions/cluster: 0.00872182 2.52479e-05 4.0572e-05 0 8.366e-05 7.88843e-05 6.81933e-05 1.08283e-34 1.14268e-05 1.71879e-05 2.24803e-05 0.000294207 1.27749e-35 4.67043e-05 2.2483e-05 Variance: 1.59744e-06 Variances/cluster: 0.156503 5.41752e-08 4.3716e-08 0 9.74749e-08 1.15486e-07 7.6254e-08 0 6.14291e-08 6.18223e-08 3.64306e-08 6.80978e-07 0 2.74699e-06 4.12493e-08 -------------------------------------------------------------- Initialization seed trial #237 of 1000; initialization seed = 493582462 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 605126 Distortion: 0.00461919 Distortions/cluster: 4.88847e-05 2.67533e-05 0 8.366e-05 3.05799e-05 6.73163e-05 3.65693e-05 0.000299154 0.00391362 9.64317e-35 2.37044e-35 4.67043e-05 0 3.71755e-05 2.87715e-05 Variance: 7.82251e-07 Variances/cluster: 4.90275e-08 5.19434e-08 0 9.74749e-08 4.1771e-08 7.54422e-08 2.97276e-07 6.25794e-07 0.00391989 6.86694e-32 0 2.74699e-06 0 4.08486e-08 7.51155e-08 -------------------------------------------------------------- Initialization seed trial #238 of 1000; initialization seed = 493582463 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 498360 Distortion: 0.0492195 Distortions/cluster: 4.03087e-05 4.24507e-05 0.00391362 0.0446389 1.76862e-05 1.14907e-05 1.07304e-05 4.06236e-05 1.90132e-05 2.37186e-05 1.57799e-05 3.29754e-05 2.20428e-05 0.000307974 8.21596e-05 Variance: 8.33522e-06 Variances/cluster: 4.40013e-08 7.73175e-08 0.00391989 0.0422886 6.35996e-08 5.49617e-08 4.89813e-08 6.24925e-08 7.06586e-08 6.17468e-08 4.01393e-08 5.30953e-08 3.61908e-08 1.71076e-05 1.04387e-07 -------------------------------------------------------------- Initialization seed trial #239 of 1000; initialization seed = 493582464 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 508475 Distortion: 0.0402324 Distortions/cluster: 0.00391362 4.67043e-05 2.63193e-05 9.36493e-05 2.37044e-35 0.000313359 1.27517e-05 4.27239e-05 2.91667e-05 0 2.3905e-05 0.0356196 1.21482e-05 5.19309e-05 4.65898e-05 Variance: 6.81328e-06 Variances/cluster: 0.00391989 2.74699e-06 5.70733e-08 1.02005e-07 0 4.79102e-07 5.22441e-08 7.72522e-08 5.92624e-08 0 7.09127e-08 0.035575 5.59643e-08 5.32567e-08 4.49668e-08 -------------------------------------------------------------- Initialization seed trial #240 of 1000; initialization seed = 493582465 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 502341 Distortion: 0.0453001 Distortions/cluster: 3.32201e-05 2.25922e-05 1.08283e-34 2.95988e-05 0.0446389 4.07957e-05 3.67128e-05 2.328e-05 1.27749e-35 4.67839e-05 2.86463e-05 4.67043e-05 3.27055e-05 1.95461e-05 0.000300632 Variance: 7.67149e-06 Variances/cluster: 3.89416e-08 3.65527e-08 0 6.24396e-08 0.0422886 6.98334e-08 5.98708e-08 4.80949e-08 0 8.44208e-08 7.5181e-08 2.74699e-06 4.55468e-08 3.98862e-08 2.56921e-06 -------------------------------------------------------------- Initialization seed trial #241 of 1000; initialization seed = 493582466 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 572736 Distortion: 0.00943219 Distortions/cluster: 6.80765e-05 2.06242e-05 0.00872182 7.64503e-05 4.07647e-05 0.000277029 1.08283e-34 2.58364e-05 1.27749e-35 8.37767e-05 2.43902e-05 4.67043e-05 0 2.43598e-05 2.23619e-05 Variance: 1.59732e-06 Variances/cluster: 7.62086e-08 6.40454e-08 0.156503 1.20005e-07 4.37821e-08 1.92365e-06 0 5.69037e-08 0 9.74973e-08 4.18318e-08 2.74699e-06 0 5.42484e-08 3.63566e-08 -------------------------------------------------------------- Initialization seed trial #242 of 1000; initialization seed = 493582467 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 65 BIC score: 502346 Distortion: 0.0452933 Distortions/cluster: 3.67128e-05 1.93106e-05 2.95988e-05 4.07957e-05 4.08979e-05 3.10394e-05 0.000300791 0.0446389 4.67839e-05 2.39374e-05 1.27749e-35 3.32979e-05 2.86463e-05 2.25984e-05 1.08283e-34 Variance: 7.67034e-06 Variances/cluster: 5.98708e-08 3.96484e-08 6.24396e-08 6.98334e-08 3.37961e-07 4.32869e-08 1.87971e-05 0.0422886 8.44208e-08 4.9453e-08 0 3.89415e-08 7.5181e-08 3.66221e-08 0 -------------------------------------------------------------- Initialization seed trial #243 of 1000; initialization seed = 493582468 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 502213 Distortion: 0.0453159 Distortions/cluster: 1.08283e-34 0.0446389 4.09224e-05 7.84947e-05 4.67043e-05 1.94952e-05 2.36116e-05 2.29193e-05 3.04605e-05 2.19964e-05 0.00029753 3.35214e-05 3.48071e-05 1.27749e-35 2.64841e-05 Variance: 7.67415e-06 Variances/cluster: 0 0.0422886 4.38573e-08 1.13421e-07 2.74699e-06 6.41085e-08 6.96288e-08 3.68435e-08 6.33224e-08 4.09577e-08 8.01903e-07 6.22874e-08 6.09382e-08 0 5.31762e-08 -------------------------------------------------------------- Initialization seed trial #244 of 1000; initialization seed = 493582469 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 502386 Distortion: 0.0453212 Distortions/cluster: 0.0446389 2.94601e-05 2.6026e-05 1.2517e-05 3.73204e-05 1.27749e-35 3.98155e-05 4.67043e-05 3.3453e-05 2.46092e-05 1.08283e-34 2.4081e-05 0.000312307 1.22066e-05 8.38224e-05 Variance: 7.67506e-06 Variances/cluster: 0.0422886 5.92563e-08 5.70561e-08 5.21375e-08 4.10078e-08 0 6.24013e-08 2.74699e-06 5.34342e-08 4.05377e-08 0 7.10133e-08 5.71946e-07 5.57199e-08 1.03731e-07 -------------------------------------------------------------- Initialization seed trial #245 of 1000; initialization seed = 493582470 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 93 BIC score: 572443 Distortion: 0.0094122 Distortions/cluster: 7.89067e-05 4.07957e-05 1.27749e-35 3.73047e-05 2.7094e-05 2.16866e-05 2.86012e-05 2.29791e-05 4.67043e-05 0.000297453 0.00872182 1.08283e-34 4.20705e-05 4.67839e-05 0 Variance: 1.59394e-06 Variances/cluster: 1.11914e-07 6.98334e-08 0 6.0737e-08 5.30168e-08 4.09915e-08 7.50627e-08 3.68804e-08 2.74699e-06 6.63905e-07 0.156503 0 4.48473e-08 8.44208e-08 0 -------------------------------------------------------------- Initialization seed trial #246 of 1000; initialization seed = 493582471 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 574524 Distortion: 0.00915781 Distortions/cluster: 2.36116e-05 4.44505e-05 1.08283e-34 9.451e-05 1.96059e-05 3.34105e-05 4.98834e-05 3.48071e-05 4.67043e-05 4.38445e-05 4.51673e-05 0 1.27749e-35 4.81569e-35 0.00872182 Variance: 1.55086e-06 Variances/cluster: 6.96288e-08 4.47148e-08 0 1.01615e-07 6.42612e-08 6.21969e-08 5.17944e-08 6.09382e-08 2.74699e-06 6.56299e-08 7.78684e-08 0 0 2.67973e-31 0.156503 -------------------------------------------------------------- Initialization seed trial #247 of 1000; initialization seed = 493582472 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 572443 Distortion: 0.0094122 Distortions/cluster: 2.29791e-05 3.73047e-05 2.86012e-05 4.07957e-05 1.27749e-35 4.67043e-05 2.16866e-05 0.000297453 0.00872182 1.08283e-34 4.20705e-05 2.7094e-05 0 7.89067e-05 4.67839e-05 Variance: 1.59394e-06 Variances/cluster: 3.68804e-08 6.0737e-08 7.50627e-08 6.98334e-08 0 2.74699e-06 4.09915e-08 6.63905e-07 0.156503 0 4.48473e-08 5.30168e-08 0 1.11914e-07 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #248 of 1000; initialization seed = 493582473 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 83 BIC score: 503265 Distortion: 0.0450609 Distortions/cluster: 2.2302e-05 2.86463e-05 1.27749e-35 6.6306e-05 3.78274e-05 8.33627e-05 3.33853e-05 3.11248e-05 0.0446389 4.67043e-05 4.81569e-35 1.08283e-34 1.92403e-05 2.95988e-05 2.35247e-05 Variance: 7.63098e-06 Variances/cluster: 3.63182e-08 7.5181e-08 0 7.43933e-08 3.00181e-07 9.73555e-08 3.89981e-08 4.31652e-08 0.0422886 2.74699e-06 2.67973e-31 0 3.98312e-08 6.24396e-08 4.86004e-08 -------------------------------------------------------------- Initialization seed trial #249 of 1000; initialization seed = 493582474 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 497875 Distortion: 0.0492218 Distortions/cluster: 0.00391362 7.46066e-05 3.44908e-05 1.906e-05 2.86012e-05 2.43786e-05 1.98062e-05 0.0002974 4.67043e-05 0.0446389 2.21935e-05 3.27527e-05 2.65995e-05 2.08278e-05 2.18418e-05 Variance: 8.33561e-06 Variances/cluster: 0.00391989 1.14242e-07 6.09179e-08 3.93766e-08 7.50627e-08 7.18907e-08 6.42853e-08 6.65271e-07 2.74699e-06 0.0422886 4.1325e-08 6.07463e-08 5.26676e-08 3.54173e-08 4.05943e-08 -------------------------------------------------------------- Initialization seed trial #250 of 1000; initialization seed = 493582475 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 507529 Distortion: 0.0402096 Distortions/cluster: 4.67043e-05 7.82999e-05 2.29791e-05 2.17412e-05 2.37044e-35 1.94952e-05 2.7094e-05 0.000297453 3.35214e-05 3.48071e-05 0.00391362 2.86012e-05 4.20705e-05 2.36116e-05 0.0356196 Variance: 6.80941e-06 Variances/cluster: 2.74699e-06 1.1137e-07 3.68804e-08 4.10172e-08 0 6.41085e-08 5.30168e-08 6.63905e-07 6.22874e-08 6.09382e-08 0.00391989 7.50627e-08 4.48473e-08 6.96288e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #251 of 1000; initialization seed = 493582476 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 508218 Distortion: 0.0399542 Distortions/cluster: 2.97647e-05 2.54016e-05 4.0274e-05 3.77617e-05 7.48535e-05 3.00268e-05 0.0356196 0.00391362 4.90368e-05 2.59244e-05 4.81569e-35 2.37044e-35 4.67043e-05 3.61391e-05 2.51166e-05 Variance: 6.76616e-06 Variances/cluster: 6.11135e-08 4.08997e-08 6.8705e-08 4.07319e-08 1.19563e-07 7.58193e-08 0.035575 0.00391989 8.51064e-08 5.3892e-08 2.67973e-31 0 2.74699e-06 6.1129e-08 4.22088e-08 -------------------------------------------------------------- Initialization seed trial #252 of 1000; initialization seed = 493582477 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 572467 Distortion: 0.0094041 Distortions/cluster: 0.00872182 3.61391e-05 1.08283e-34 2.19964e-05 2.97415e-05 2.29193e-05 0.000307974 0 7.84947e-05 1.27749e-35 2.86463e-05 4.0274e-05 2.61316e-05 4.09224e-05 4.90368e-05 Variance: 1.59256e-06 Variances/cluster: 0.156503 6.1129e-08 0 4.09577e-08 6.2346e-08 3.68435e-08 1.71076e-05 0 1.13421e-07 0 7.5181e-08 6.8705e-08 5.32163e-08 4.38573e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #253 of 1000; initialization seed = 493582478 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 67 BIC score: 503422 Distortion: 0.0450678 Distortions/cluster: 4.31422e-05 4.81569e-35 2.6026e-05 1.27517e-05 1.27749e-35 4.64237e-05 1.19718e-05 1.08283e-34 0.0446389 4.31034e-05 5.11104e-05 9.41233e-05 2.94601e-05 4.67043e-05 2.4081e-05 Variance: 7.63215e-06 Variances/cluster: 6.53614e-08 2.67973e-31 5.70561e-08 5.22441e-08 0 4.50675e-08 5.56649e-08 0 0.0422886 7.72401e-08 5.27943e-08 1.0241e-07 5.92563e-08 2.74699e-06 7.10133e-08 -------------------------------------------------------------- Initialization seed trial #254 of 1000; initialization seed = 493582479 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 572796 Distortion: 0.0094132 Distortions/cluster: 6.60089e-05 1.27749e-35 1.9463e-05 3.78274e-05 3.3407e-05 3.07205e-05 0 4.67043e-05 2.45786e-05 0.000297516 2.87715e-05 8.366e-05 0.00872182 1.08283e-34 2.27283e-05 Variance: 1.59411e-06 Variances/cluster: 7.42266e-08 0 3.96358e-08 3.00181e-07 3.90235e-08 4.3143e-08 0 2.74699e-06 4.87627e-08 6.62565e-07 7.51155e-08 9.74749e-08 0.156503 0 3.67135e-08 -------------------------------------------------------------- Initialization seed trial #255 of 1000; initialization seed = 493582480 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 59 BIC score: 502349 Distortion: 0.0453347 Distortions/cluster: 7.41654e-05 1.18623e-05 8.37767e-05 6.80765e-05 1.9105e-05 2.03505e-05 2.26251e-05 1.27749e-35 1.08283e-34 2.58221e-05 0.0446389 0.000307974 2.18481e-05 1.67228e-05 2.34876e-05 Variance: 7.67735e-06 Variances/cluster: 1.18844e-07 6.14575e-08 9.74973e-08 7.62086e-08 3.94697e-08 3.49025e-08 4.05429e-08 0 0 5.63754e-08 0.0422886 1.71076e-05 4.12192e-08 6.38225e-08 5.3255e-08 -------------------------------------------------------------- Initialization seed trial #256 of 1000; initialization seed = 493582481 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 507971 Distortion: 0.0402081 Distortions/cluster: 0.000300791 3.14473e-05 2.98982e-05 2.19756e-05 2.37044e-35 4.01753e-05 8.366e-05 1.22168e-05 2.14989e-05 6.73163e-05 0.0356196 2.41418e-05 1.86095e-05 0.00391362 2.3223e-05 Variance: 6.80917e-06 Variances/cluster: 1.87971e-05 3.78394e-08 4.30153e-08 5.63426e-08 0 3.40429e-07 9.74749e-08 6.20088e-08 3.57083e-08 7.54422e-08 0.035575 7.22754e-08 3.83665e-08 0.00391989 4.78785e-08 -------------------------------------------------------------- Initialization seed trial #257 of 1000; initialization seed = 493582482 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 51 BIC score: 498055 Distortion: 0.0492003 Distortions/cluster: 1.78021e-05 1.65009e-05 0.0446389 4.00738e-05 2.03667e-05 2.48642e-05 2.86463e-05 0.00391362 3.53035e-05 4.90368e-05 2.93425e-05 1.67413e-05 3.99696e-05 2.83627e-05 0.000300791 Variance: 8.33198e-06 Variances/cluster: 3.8035e-08 3.38103e-08 0.0422886 3.36716e-07 3.50504e-08 5.15808e-08 7.5181e-08 0.00391989 5.95142e-08 8.51064e-08 6.2559e-08 3.61552e-08 6.86544e-08 4.14624e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #258 of 1000; initialization seed = 493582483 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 53 BIC score: 503395 Distortion: 0.0450682 Distortions/cluster: 2.21119e-05 0.0446389 4.45648e-05 4.81569e-35 1.27749e-35 1.92731e-05 2.95612e-05 4.18146e-05 4.72422e-05 1.08283e-34 4.91981e-05 9.46155e-05 1.06806e-05 4.67043e-05 2.35177e-05 Variance: 7.63221e-06 Variances/cluster: 4.86889e-08 0.0422886 4.47847e-08 2.67973e-31 0 6.44378e-08 6.08055e-08 6.30633e-08 8.00651e-08 0 5.15647e-08 1.0151e-07 5.47551e-08 2.74699e-06 7.39318e-08 -------------------------------------------------------------- Initialization seed trial #259 of 1000; initialization seed = 493582484 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 502706 Distortion: 0.0453139 Distortions/cluster: 1.88043e-05 1.72269e-05 1.08283e-34 3.06223e-05 4.04593e-05 1.27749e-35 0.0446389 6.73163e-05 3.26941e-05 0.000300791 2.58511e-05 2.22714e-05 8.366e-05 1.15575e-05 2.36914e-05 Variance: 7.67381e-06 Variances/cluster: 3.86882e-08 6.3563e-08 0 4.32481e-08 3.37121e-07 0 0.0422886 7.54422e-08 3.86421e-08 1.87971e-05 5.61933e-08 3.62684e-08 9.74749e-08 6.17997e-08 5.32342e-08 -------------------------------------------------------------- Initialization seed trial #260 of 1000; initialization seed = 493582485 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 95 BIC score: 572928 Distortion: 0.00942107 Distortions/cluster: 4.67043e-05 5.18241e-05 2.62931e-05 1.26559e-05 1.08283e-34 4.27239e-05 9.36493e-05 0.000313359 4.66957e-05 1.22066e-05 1.27749e-35 2.4081e-05 2.90533e-05 0 0.00872182 Variance: 1.59544e-06 Variances/cluster: 2.74699e-06 5.30928e-08 5.70166e-08 5.22802e-08 0 7.72522e-08 1.02005e-07 4.79102e-07 4.51126e-08 5.57199e-08 0 7.10133e-08 5.9273e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #261 of 1000; initialization seed = 493582486 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 502169 Distortion: 0.0453197 Distortions/cluster: 2.48487e-05 4.67043e-05 2.51159e-05 1.90462e-05 0.0446389 3.48004e-05 2.87715e-05 1.27749e-35 3.33687e-05 0.000298991 1.08283e-34 6.2136e-05 3.27799e-05 4.34088e-05 3.07693e-05 Variance: 7.67479e-06 Variances/cluster: 4.92985e-08 2.74699e-06 7.23574e-08 6.34671e-08 0.0422886 4.18237e-08 7.51155e-08 0 5.91449e-08 6.29402e-07 0 9.73829e-08 6.07967e-08 7.62828e-08 4.18582e-08 -------------------------------------------------------------- Initialization seed trial #262 of 1000; initialization seed = 493582487 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 498245 Distortion: 0.0492097 Distortions/cluster: 3.67128e-05 2.03259e-05 4.67043e-05 1.90006e-05 2.78246e-05 4.07957e-05 3.55836e-05 3.15955e-05 1.91165e-05 2.86535e-05 4.67839e-05 0.000276703 0.0446389 0.00391362 2.74001e-05 Variance: 8.33357e-06 Variances/cluster: 5.98708e-08 3.49202e-08 2.74699e-06 3.62576e-08 5.24948e-08 6.98334e-08 2.96496e-07 7.11556e-08 3.89303e-08 3.70647e-08 8.44208e-08 1.97628e-06 0.0422886 0.00391989 5.16932e-08 -------------------------------------------------------------- Initialization seed trial #263 of 1000; initialization seed = 493582488 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 688313 Distortion: 0.00070639 Distortions/cluster: 5.17427e-05 3.27527e-05 9.37256e-05 3.44908e-05 1.27749e-35 9.64317e-35 4.67043e-05 2.43786e-05 4.27239e-05 0.000313359 4.67057e-05 1.08283e-34 1.98062e-05 2.37044e-35 0 Variance: 1.19626e-07 Variances/cluster: 5.32824e-08 6.07463e-08 1.01977e-07 6.09179e-08 0 6.86694e-32 2.74699e-06 7.18907e-08 7.72522e-08 4.79835e-07 4.49052e-08 0 6.42853e-08 0 0 -------------------------------------------------------------- Initialization seed trial #264 of 1000; initialization seed = 493582489 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 507718 Distortion: 0.0402153 Distortions/cluster: 1.67821e-05 2.23264e-05 2.04656e-05 1.60761e-05 0.00391362 4.67043e-05 3.05004e-05 0.000301126 1.85706e-05 2.92125e-05 2.90326e-05 2.37044e-35 0.0356196 6.76894e-05 8.366e-05 Variance: 6.81038e-06 Variances/cluster: 3.44571e-08 4.71974e-08 3.50398e-08 3.51744e-08 0.00391989 2.74699e-06 4.44573e-08 2.55162e-06 3.90922e-08 6.18859e-08 7.5797e-08 0 0.035575 7.57754e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #265 of 1000; initialization seed = 493582490 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 503236 Distortion: 0.0450804 Distortions/cluster: 7.57978e-05 4.67043e-05 2.37373e-05 1.17107e-05 0.0446389 1.08283e-34 2.43511e-05 8.37767e-05 4.81569e-35 1.27749e-35 6.80765e-05 2.21306e-05 4.06381e-05 1.92589e-05 2.53384e-05 Variance: 7.63428e-06 Variances/cluster: 1.21072e-07 2.74699e-06 5.507e-08 6.19564e-08 0.0422886 0 4.16219e-08 9.74973e-08 2.67973e-31 0 7.62086e-08 3.61569e-08 4.37401e-08 6.57251e-08 5.40218e-08 -------------------------------------------------------------- Initialization seed trial #266 of 1000; initialization seed = 493582491 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 556886 Distortion: 0.013312 Distortions/cluster: 2.31325e-05 3.43022e-05 9.6703e-05 2.11957e-05 2.06002e-05 4.34882e-05 0.000307974 2.48952e-05 0.00391362 2.83349e-05 0 3.02112e-05 1.44798e-05 3.12744e-05 0.00872182 Variance: 2.25437e-06 Variances/cluster: 5.91436e-08 4.42558e-08 9.77699e-08 7.11044e-08 4.84553e-08 4.53908e-08 1.71076e-05 6.38127e-08 0.00391989 5.72371e-08 0 7.57112e-08 5.81331e-08 6.06044e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #267 of 1000; initialization seed = 493582492 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 22 BIC score: 498108 Distortion: 0.0491993 Distortions/cluster: 2.92997e-05 2.87387e-05 3.93166e-05 0.0446389 3.99696e-05 3.53035e-05 1.59794e-05 0.000300791 2.45923e-05 4.90368e-05 1.62141e-05 0.00391362 2.98939e-05 1.5639e-05 2.19556e-05 Variance: 8.3318e-06 Variances/cluster: 6.10362e-08 3.71268e-08 3.38897e-07 0.0422886 6.86544e-08 5.95142e-08 3.73313e-08 1.87971e-05 5.24309e-08 8.51064e-08 3.72706e-08 0.00391989 7.58668e-08 3.61983e-08 3.61664e-08 -------------------------------------------------------------- Initialization seed trial #268 of 1000; initialization seed = 493582493 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 503148 Distortion: 0.0450811 Distortions/cluster: 2.1505e-05 1.76526e-05 0.0446389 7.49245e-05 4.67043e-05 1.08283e-34 4.81569e-35 2.59762e-05 6.80765e-05 2.32264e-05 1.78042e-05 8.37767e-05 2.35368e-05 1.27749e-35 3.89617e-05 Variance: 7.63439e-06 Variances/cluster: 3.57185e-08 4.16298e-08 0.0422886 1.2103e-07 2.74699e-06 0 2.67973e-31 7.09677e-08 7.62086e-08 4.04602e-08 6.95418e-08 9.74973e-08 6.12881e-08 0 4.28584e-08 -------------------------------------------------------------- Initialization seed trial #269 of 1000; initialization seed = 493582494 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 608257 Distortion: 0.00436227 Distortions/cluster: 0.000101095 1.44798e-05 2.31325e-05 2.48952e-05 0.00391362 2.37044e-35 4.67043e-05 2.11957e-05 0 9.64317e-35 0.00010376 4.31509e-05 4.81569e-35 2.06002e-05 4.96348e-05 Variance: 7.38742e-07 Variances/cluster: 5.65038e-08 5.81331e-08 5.91436e-08 6.38127e-08 0.00391989 0 2.74699e-06 7.11044e-08 0 6.86694e-32 9.83424e-08 6.42071e-08 2.67973e-31 4.84553e-08 8.03088e-08 -------------------------------------------------------------- Initialization seed trial #270 of 1000; initialization seed = 493582495 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 71 BIC score: 572845 Distortion: 0.00940376 Distortions/cluster: 8.366e-05 1.91109e-05 2.97647e-05 3.00268e-05 4.01753e-05 0 2.52401e-05 3.28473e-05 0.000300791 1.08283e-34 0.00872182 1.27749e-35 2.22203e-05 6.73163e-05 3.07843e-05 Variance: 1.59251e-06 Variances/cluster: 9.74749e-08 3.90779e-08 6.11135e-08 7.58193e-08 3.40429e-07 0 5.29095e-08 3.87316e-08 1.87971e-05 0 0.156503 0 3.62443e-08 7.54422e-08 4.33543e-08 -------------------------------------------------------------- Initialization seed trial #271 of 1000; initialization seed = 493582496 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 22 BIC score: 572702 Distortion: 0.00942458 Distortions/cluster: 7.76229e-05 2.16296e-05 2.33788e-05 3.92882e-05 0.000307974 1.21471e-05 2.30452e-05 0 2.16132e-05 1.27749e-35 2.4211e-05 1.08283e-34 6.81933e-05 0.00872182 8.366e-05 Variance: 1.59603e-06 Variances/cluster: 1.17957e-07 3.58064e-08 4.78053e-08 4.30282e-08 1.71076e-05 6.19696e-08 5.8337e-08 0 3.97264e-08 0 7.22661e-08 0 7.6254e-08 0.156503 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #272 of 1000; initialization seed = 493582497 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 688681 Distortion: 0.000694888 Distortions/cluster: 4.00952e-05 4.07957e-05 4.49105e-05 4.07355e-05 2.32985e-05 0.000307974 8.25623e-05 0 3.04268e-05 3.73047e-05 1.08283e-34 9.64317e-35 1.27749e-35 2.37044e-35 4.67839e-05 Variance: 1.17678e-07 Variances/cluster: 6.11155e-08 6.98334e-08 7.96223e-08 4.41778e-08 3.72734e-08 1.71076e-05 1.05975e-07 0 5.16534e-08 6.0737e-08 0 6.86694e-32 0 0 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #273 of 1000; initialization seed = 493582498 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 556608 Distortion: 0.0133118 Distortions/cluster: 2.86012e-05 0.000297453 2.7094e-05 4.20705e-05 0 3.44908e-05 4.67043e-05 2.17412e-05 7.82999e-05 0.00391362 1.96059e-05 0.00872182 3.33158e-05 2.29791e-05 2.40209e-05 Variance: 2.25433e-06 Variances/cluster: 7.50627e-08 6.63905e-07 5.30168e-08 4.48473e-08 0 6.09179e-08 2.74699e-06 4.10172e-08 1.1137e-07 0.00391989 6.42612e-08 0.156503 6.16762e-08 3.68804e-08 7.04205e-08 -------------------------------------------------------------- Initialization seed trial #274 of 1000; initialization seed = 493582499 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 89 BIC score: 558262 Distortion: 0.0130575 Distortions/cluster: 4.81569e-35 3.11248e-05 0 3.33853e-05 0.00872182 2.95988e-05 0.00391362 1.92403e-05 8.33627e-05 2.2302e-05 2.86463e-05 2.35247e-05 3.78274e-05 6.6306e-05 4.67043e-05 Variance: 2.21126e-06 Variances/cluster: 2.67973e-31 4.31652e-08 0 3.89981e-08 0.156503 6.24396e-08 0.00391989 3.98312e-08 9.73555e-08 3.63182e-08 7.5181e-08 4.86004e-08 3.00181e-07 7.43933e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #275 of 1000; initialization seed = 493582500 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 557125 Distortion: 0.0133137 Distortions/cluster: 2.11739e-05 0 0.00391362 2.97196e-05 2.45642e-05 2.66301e-05 1.55206e-05 0.000307974 2.36391e-05 8.20657e-05 2.9475e-05 7.4434e-05 1.90592e-05 2.40201e-05 0.00872182 Variance: 2.25465e-06 Variances/cluster: 7.05577e-08 0 0.00391989 6.13991e-08 6.41151e-08 5.42315e-08 5.96754e-08 1.71076e-05 4.28981e-08 1.08543e-07 7.5571e-08 5.09772e-08 4.62452e-08 6.03328e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #276 of 1000; initialization seed = 493582501 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 527125 Distortion: 0.0259933 Distortions/cluster: 1.69791e-05 0.000297124 2.04028e-05 0.000117982 0.0214225 4.67043e-05 2.85586e-05 0.00391362 3.97346e-05 2.40841e-05 2.37044e-35 2.9111e-05 1.60773e-05 2.03268e-05 0 Variance: 4.40191e-06 Variances/cluster: 3.45776e-08 6.70654e-07 3.49921e-08 1.10126e-07 3.20591e-05 2.74699e-06 4.18712e-08 0.00391989 3.05611e-07 4.82603e-08 0 7.60016e-08 3.52541e-08 4.22554e-08 0 -------------------------------------------------------------- Initialization seed trial #277 of 1000; initialization seed = 493582502 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 502550 Distortion: 0.0453253 Distortions/cluster: 9.71447e-05 4.29002e-05 1.08941e-05 2.96641e-05 2.23127e-05 2.85346e-05 1.08283e-34 0.00029849 2.30833e-05 4.67043e-05 3.04234e-05 3.6985e-05 1.91944e-05 1.27749e-35 0.0446389 Variance: 7.67574e-06 Variances/cluster: 9.97289e-08 4.46373e-08 5.52826e-08 6.07671e-08 4.89156e-08 5.63873e-08 0 6.19223e-07 7.37255e-08 2.74699e-06 7.54862e-08 4.57683e-08 6.439e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #278 of 1000; initialization seed = 493582503 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 502327 Distortion: 0.0453233 Distortions/cluster: 4.67839e-05 4.07957e-05 2.16866e-05 1.27749e-35 2.71517e-05 0.000279485 0.0446389 1.08283e-34 1.78067e-05 3.73047e-05 4.20705e-05 2.30574e-05 4.67043e-05 2.26506e-05 7.89067e-05 Variance: 7.67541e-06 Variances/cluster: 8.44208e-08 6.98334e-08 4.09915e-08 0 5.28197e-08 1.04277e-06 0.0422886 0 7.74145e-08 6.0737e-08 4.48473e-08 3.69468e-08 2.74699e-06 6.94748e-08 1.11914e-07 -------------------------------------------------------------- Initialization seed trial #279 of 1000; initialization seed = 493582504 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 573795 Distortion: 0.00942602 Distortions/cluster: 2.48473e-05 1.27749e-35 4.28162e-05 8.88842e-06 1.41331e-05 4.96348e-05 1.08283e-34 1.36293e-05 0.000307974 0.000100996 0.00010376 0 0.00872182 1.83674e-05 1.91493e-05 Variance: 1.59628e-06 Variances/cluster: 6.38538e-08 0 6.37091e-08 5.10664e-08 7.59616e-08 8.03088e-08 0 5.72477e-08 1.71076e-05 5.64796e-08 9.83424e-08 0 0.156503 4.37179e-08 5.5327e-08 -------------------------------------------------------------- Initialization seed trial #280 of 1000; initialization seed = 493582505 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 556912 Distortion: 0.0132876 Distortions/cluster: 3.6712e-05 0.000300791 2.40901e-05 3.36824e-05 0.00872182 0 3.50058e-05 4.05644e-05 3.3606e-05 3.80062e-05 3.76941e-05 3.23961e-05 1.89345e-05 2.07252e-05 0.00391362 Variance: 2.25024e-06 Variances/cluster: 5.74466e-08 1.87971e-05 7.00075e-08 5.91764e-08 0.156503 0 5.80478e-08 3.37998e-07 6.23287e-08 7.64653e-08 4.46045e-08 3.83807e-08 6.35182e-08 3.5183e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #281 of 1000; initialization seed = 493582506 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 572426 Distortion: 0.00941324 Distortions/cluster: 3.35298e-05 3.00268e-05 0.000307974 2.6968e-05 3.06884e-05 1.27749e-35 4.07957e-05 0 1.08283e-34 2.36964e-05 4.67839e-05 3.73047e-05 9.29105e-05 2.0739e-05 0.00872182 Variance: 1.59411e-06 Variances/cluster: 4.40552e-08 7.58193e-08 1.71076e-05 5.5714e-08 6.08847e-08 0 6.98334e-08 0 0 4.37163e-08 8.44208e-08 6.0737e-08 1.00871e-07 3.94243e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #282 of 1000; initialization seed = 493582507 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 72 BIC score: 572313 Distortion: 0.00940947 Distortions/cluster: 2.20089e-05 2.04132e-05 2.2803e-05 1.08283e-34 4.1844e-05 2.29365e-05 4.70304e-05 4.07957e-05 0 4.67839e-05 0.00872182 7.77564e-05 3.73047e-05 1.27749e-35 0.000307974 Variance: 1.59348e-06 Variances/cluster: 4.13665e-08 4.09046e-08 3.70737e-08 0 6.26353e-08 4.33541e-08 7.99773e-08 6.98334e-08 0 8.44208e-08 0.156503 1.10597e-07 6.0737e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #283 of 1000; initialization seed = 493582508 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 558311 Distortion: 0.0130438 Distortions/cluster: 3.70588e-05 3.00268e-05 4.67839e-05 4.81569e-35 3.67128e-05 0.00391362 3.00347e-05 4.35604e-05 4.07957e-05 0 4.82916e-05 3.86825e-05 3.0528e-05 2.58748e-05 0.00872182 Variance: 2.20894e-06 Variances/cluster: 4.08101e-08 7.58193e-08 8.44208e-08 2.67973e-31 5.98708e-08 0.00391989 4.14796e-08 2.7222e-06 6.98334e-08 0 4.87259e-08 3.17034e-07 6.08078e-08 5.24796e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #284 of 1000; initialization seed = 493582509 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 75 BIC score: 604587 Distortion: 0.00461182 Distortions/cluster: 9.64317e-35 0.00391362 0 0.000313359 4.67043e-05 2.45642e-05 9.27613e-05 4.65189e-05 2.1165e-05 1.45841e-05 4.27239e-05 2.34297e-05 2.37044e-35 5.18241e-05 2.05608e-05 Variance: 7.81002e-07 Variances/cluster: 6.86694e-32 0.00391989 0 4.79102e-07 2.74699e-06 6.41151e-08 1.00928e-07 4.50724e-08 7.10012e-08 5.83178e-08 7.72522e-08 5.97506e-08 0 5.30928e-08 4.78003e-08 -------------------------------------------------------------- Initialization seed trial #285 of 1000; initialization seed = 493582510 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572727 Distortion: 0.0094149 Distortions/cluster: 3.48071e-05 2.7932e-05 2.39539e-05 0.000297696 0 0.00872182 4.67043e-05 3.35214e-05 1.27749e-35 1.08283e-34 4.30249e-05 9.56882e-05 2.87034e-05 1.91536e-05 4.18954e-05 Variance: 1.59439e-06 Variances/cluster: 6.09382e-08 5.45499e-08 7.00189e-08 6.57112e-07 0 0.156503 2.74699e-06 6.22874e-08 0 0 4.44433e-08 1.00293e-07 7.51338e-08 6.36129e-08 4.83726e-08 -------------------------------------------------------------- Initialization seed trial #286 of 1000; initialization seed = 493582511 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 572630 Distortion: 0.00941815 Distortions/cluster: 1.27749e-35 0 3.41628e-05 0.000299103 3.33079e-05 2.62273e-05 2.88388e-05 0.00872182 2.87715e-05 3.87345e-05 1.08283e-34 2.1474e-05 9.62921e-05 4.27138e-05 4.67043e-05 Variance: 1.59494e-06 Variances/cluster: 0 0 7.4731e-08 6.26999e-07 8.00416e-08 6.12585e-08 5.56684e-08 0.156503 7.51155e-08 4.67755e-08 0 4.74936e-08 9.95692e-08 4.44433e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #287 of 1000; initialization seed = 493582512 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 556771 Distortion: 0.0133135 Distortions/cluster: 2.34656e-05 4.27051e-05 2.46633e-05 3.44908e-05 2.3444e-05 4.05401e-05 0 3.28638e-05 3.25448e-05 0.00391362 1.94117e-05 7.92215e-05 0.00872182 4.67043e-05 0.000277999 Variance: 2.25461e-06 Variances/cluster: 3.71249e-08 4.51866e-08 7.20923e-08 6.09179e-08 4.36532e-08 7.34365e-08 0 6.08393e-08 5.49694e-08 0.00391989 6.38337e-08 1.09867e-07 0.156503 2.74699e-06 1.79339e-06 -------------------------------------------------------------- Initialization seed trial #288 of 1000; initialization seed = 493582513 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 498164 Distortion: 0.0492059 Distortions/cluster: 0.00391362 0.0446389 2.15545e-05 4.67043e-05 2.4344e-05 2.50039e-05 2.2366e-05 3.57241e-05 3.14729e-05 1.97726e-05 3.38285e-05 3.32995e-05 3.33079e-05 2.86012e-05 0.000297331 Variance: 8.33291e-06 Variances/cluster: 0.00391989 0.0422886 4.75663e-08 2.74699e-06 4.84897e-08 5.82649e-08 3.63634e-08 2.95206e-07 4.33474e-08 4.03484e-08 7.48182e-08 3.8989e-08 8.00416e-08 7.50627e-08 6.66606e-07 -------------------------------------------------------------- Initialization seed trial #289 of 1000; initialization seed = 493582514 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 556604 Distortion: 0.0133037 Distortions/cluster: 1.9604e-05 2.97647e-05 0.00872182 2.447e-05 2.54016e-05 2.59244e-05 3.28638e-05 3.00268e-05 0.00391362 3.79187e-05 0.000307974 0 7.46965e-05 3.44908e-05 2.51166e-05 Variance: 2.25295e-06 Variances/cluster: 6.40449e-08 6.11135e-08 0.156503 7.1948e-08 4.08997e-08 5.3892e-08 6.08393e-08 7.58193e-08 0.00391989 4.08571e-08 1.71076e-05 0 1.19504e-07 6.09179e-08 4.22088e-08 -------------------------------------------------------------- Initialization seed trial #290 of 1000; initialization seed = 493582515 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 498295 Distortion: 0.0492093 Distortions/cluster: 4.67043e-05 3.67128e-05 3.57241e-05 3.04905e-05 4.67839e-05 1.87316e-05 2.31519e-05 4.07957e-05 0.0446389 0.00391362 1.84881e-05 3.18004e-05 0.00028523 2.04973e-05 2.1676e-05 Variance: 8.3335e-06 Variances/cluster: 2.74699e-06 5.98708e-08 2.95206e-07 4.31228e-08 8.44208e-08 6.73743e-08 4.81288e-08 6.98334e-08 0.0422886 0.00391989 3.8433e-08 3.80809e-08 1.28472e-06 5.07312e-08 3.5824e-08 -------------------------------------------------------------- Initialization seed trial #291 of 1000; initialization seed = 493582516 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 572578 Distortion: 0.00940267 Distortions/cluster: 0 1.27749e-35 2.4864e-05 3.73204e-05 8.38224e-05 2.46092e-05 3.33198e-05 3.46333e-05 3.27217e-05 1.08283e-34 0.00872182 4.00681e-05 0.000307974 4.23055e-05 1.92126e-05 Variance: 1.59232e-06 Variances/cluster: 0 0 7.22565e-08 4.10078e-08 1.03731e-07 4.05377e-08 5.33919e-08 6.09541e-08 6.08015e-08 0 0.156503 6.27973e-08 1.71076e-05 7.73348e-08 6.35975e-08 -------------------------------------------------------------- Initialization seed trial #292 of 1000; initialization seed = 493582517 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 512956 Distortion: 0.0363174 Distortions/cluster: 2.87034e-05 0.0356196 3.30761e-05 7.56511e-05 2.37044e-35 4.67043e-05 2.39301e-05 1.27749e-35 1.08283e-34 2.2611e-05 3.3134e-05 8.19617e-05 0.000298141 2.63467e-05 2.76239e-05 Variance: 6.15029e-06 Variances/cluster: 7.51338e-08 0.035575 8.0062e-08 5.12838e-08 0 2.74699e-06 4.28047e-08 0 0 4.94611e-08 7.31204e-08 1.10302e-07 6.4808e-07 6.12513e-08 5.36337e-08 -------------------------------------------------------------- Initialization seed trial #293 of 1000; initialization seed = 493582518 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 556535 Distortion: 0.013307 Distortions/cluster: 3.00268e-05 2.1474e-05 0 0.00391362 2.62273e-05 2.58599e-05 2.97647e-05 3.33079e-05 3.41628e-05 3.77617e-05 0.000307974 0.00872182 7.61796e-05 2.54016e-05 2.33997e-05 Variance: 2.25351e-06 Variances/cluster: 7.58193e-08 4.74936e-08 0 0.00391989 6.12585e-08 5.38699e-08 6.11135e-08 8.00416e-08 7.4731e-08 4.07319e-08 1.71076e-05 0.156503 1.1594e-07 4.08997e-08 4.14849e-08 -------------------------------------------------------------- Initialization seed trial #294 of 1000; initialization seed = 493582519 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 97 BIC score: 572930 Distortion: 0.00942107 Distortions/cluster: 1.27749e-35 5.18241e-05 4.27239e-05 4.67043e-05 1.27517e-05 2.63193e-05 1.19718e-05 1.08283e-34 2.4081e-05 4.66957e-05 9.36493e-05 0 2.91667e-05 0.000313359 0.00872182 Variance: 1.59544e-06 Variances/cluster: 0 5.30928e-08 7.72522e-08 2.74699e-06 5.22441e-08 5.70733e-08 5.56649e-08 0 7.10133e-08 4.51126e-08 1.02005e-07 0 5.92624e-08 4.79102e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #295 of 1000; initialization seed = 493582520 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 498343 Distortion: 0.0492 Distortions/cluster: 2.3754e-05 1.89867e-05 0.0446389 0.00391362 3.99696e-05 3.26398e-05 2.21257e-05 0.000300791 1.94563e-05 1.24683e-05 3.09873e-05 4.90368e-05 3.53035e-05 2.25796e-05 3.93166e-05 Variance: 8.33191e-06 Variances/cluster: 5.33749e-08 3.9144e-08 0.0422886 0.00391989 6.86544e-08 3.85324e-08 3.6149e-08 1.87971e-05 7.39727e-08 6.14151e-08 4.34566e-08 8.51064e-08 5.95142e-08 5.00614e-08 3.38897e-07 -------------------------------------------------------------- Initialization seed trial #296 of 1000; initialization seed = 493582521 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 558072 Distortion: 0.0130778 Distortions/cluster: 4.81569e-35 0.00872182 2.73503e-05 0 1.41871e-05 6.81933e-05 2.31608e-05 8.366e-05 7.6245e-05 4.67043e-05 2.38315e-05 0.00391362 2.12848e-05 2.14173e-05 3.6302e-05 Variance: 2.2147e-06 Variances/cluster: 2.67973e-31 0.156503 7.06671e-08 0 3.71358e-08 7.6254e-08 6.20876e-08 9.74749e-08 1.2878e-07 2.74699e-06 4.05259e-08 0.00391989 7.0708e-08 3.5632e-08 3.98889e-08 -------------------------------------------------------------- Initialization seed trial #297 of 1000; initialization seed = 493582522 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 512933 Distortion: 0.0363172 Distortions/cluster: 2.35025e-05 0.0356196 2.46829e-05 4.67043e-05 4.23198e-05 9.3938e-05 4.85475e-05 1.08283e-34 2.04423e-05 0.000317415 1.44798e-05 2.11957e-05 2.37044e-35 1.27749e-35 4.44724e-05 Variance: 6.15025e-06 Variances/cluster: 5.97837e-08 0.035575 6.39243e-08 2.74699e-06 6.37292e-08 1.00352e-07 5.13131e-08 0 4.78589e-08 5.34325e-07 5.81331e-08 7.11044e-08 0 0 4.47369e-08 -------------------------------------------------------------- Initialization seed trial #298 of 1000; initialization seed = 493582523 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 89 BIC score: 498428 Distortion: 0.0492299 Distortions/cluster: 0.0446389 6.60089e-05 8.366e-05 3.78274e-05 1.68212e-05 4.67043e-05 1.75643e-05 2.06242e-05 2.56189e-05 0.00391362 2.00524e-05 0.000277029 2.07833e-05 2.87959e-05 1.58538e-05 Variance: 8.33698e-06 Variances/cluster: 0.0422886 7.42266e-08 9.74749e-08 3.00181e-07 3.44667e-08 2.74699e-06 3.77691e-08 6.40454e-08 5.71803e-08 0.00391989 3.46887e-08 1.92365e-06 4.84415e-08 4.20341e-08 3.49943e-08 -------------------------------------------------------------- Initialization seed trial #299 of 1000; initialization seed = 493582524 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 502327 Distortion: 0.0453224 Distortions/cluster: 7.87896e-05 2.19517e-05 4.67043e-05 2.49934e-05 0.000293803 1.27749e-35 4.07957e-05 4.67839e-05 0.0446389 1.69003e-05 3.73047e-05 1.08283e-34 4.10237e-05 1.16404e-05 2.27889e-05 Variance: 7.67526e-06 Variances/cluster: 1.14177e-07 4.09507e-08 2.74699e-06 5.35143e-08 6.8162e-07 0 6.98334e-08 8.44208e-08 0.0422886 6.32921e-08 6.0737e-08 0 4.39187e-08 6.15842e-08 3.67521e-08 -------------------------------------------------------------- Initialization seed trial #300 of 1000; initialization seed = 493582525 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 572726 Distortion: 0.00943288 Distortions/cluster: 1.27749e-35 1.69003e-05 8.366e-05 6.81933e-05 1.08283e-34 2.19517e-05 0.000293803 4.08575e-05 2.49934e-05 2.28553e-05 0 7.95014e-05 4.67043e-05 0.00872182 1.16404e-05 Variance: 1.59744e-06 Variances/cluster: 0 6.32921e-08 9.74749e-08 7.6254e-08 0 4.09507e-08 6.8162e-07 4.38818e-08 5.35143e-08 3.67998e-08 0 1.1471e-07 2.74699e-06 0.156503 6.15842e-08 -------------------------------------------------------------- Initialization seed trial #301 of 1000; initialization seed = 493582526 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 502218 Distortion: 0.0453153 Distortions/cluster: 7.82999e-05 2.17412e-05 1.27749e-35 1.08283e-34 4.20705e-05 3.27217e-05 2.86012e-05 3.46333e-05 0.000297453 1.96949e-05 4.67043e-05 0.0446389 2.43786e-05 2.29791e-05 2.7094e-05 Variance: 7.67405e-06 Variances/cluster: 1.1137e-07 4.10172e-08 0 0 4.48473e-08 6.08015e-08 7.50627e-08 6.09541e-08 6.63905e-07 6.41321e-08 2.74699e-06 0.0422886 7.18907e-08 3.68804e-08 5.30168e-08 -------------------------------------------------------------- Initialization seed trial #302 of 1000; initialization seed = 493582527 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 513160 Distortion: 0.0363375 Distortions/cluster: 2.71031e-05 1.08283e-34 1.27749e-35 8.37767e-05 0.0356196 0.000298141 2.87034e-05 2.37044e-35 2.52487e-05 7.86324e-05 4.67043e-05 3.85916e-05 2.29829e-05 6.80765e-05 0 Variance: 6.15369e-06 Variances/cluster: 5.3243e-08 0 0 9.74973e-08 0.035575 6.4808e-07 7.51338e-08 0 4.22886e-08 1.25199e-07 2.74699e-06 4.11827e-08 3.68864e-08 7.62086e-08 0 -------------------------------------------------------------- Initialization seed trial #303 of 1000; initialization seed = 493582528 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 499302 Distortion: 0.0489695 Distortions/cluster: 3.00268e-05 2.45642e-05 2.98059e-05 8.28079e-05 2.1165e-05 2.34297e-05 4.67043e-05 2.05608e-05 2.60868e-05 0.0446389 7.41729e-05 0.00391362 1.45841e-05 2.30635e-05 4.81569e-35 Variance: 8.29289e-06 Variances/cluster: 7.58193e-08 6.41151e-08 6.10728e-08 1.07673e-07 7.10012e-08 5.97506e-08 2.74699e-06 4.78003e-08 5.40051e-08 0.0422886 5.09029e-08 0.00391989 5.83178e-08 4.27853e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #304 of 1000; initialization seed = 493582529 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 502601 Distortion: 0.0453249 Distortions/cluster: 1.27749e-35 2.36116e-05 3.48071e-05 2.68122e-05 4.2926e-05 0.000295726 9.71447e-05 1.08283e-34 1.71648e-05 4.67043e-05 3.67297e-05 0.0446389 3.35214e-05 1.94952e-05 1.12945e-05 Variance: 7.67567e-06 Variances/cluster: 0 6.96288e-08 6.09382e-08 5.64417e-08 4.47107e-08 6.45636e-07 9.97289e-08 0 6.17392e-08 2.74699e-06 4.56218e-08 0.0422886 6.22874e-08 6.41085e-08 6.1378e-08 -------------------------------------------------------------- Initialization seed trial #305 of 1000; initialization seed = 493582530 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 556608 Distortion: 0.0133118 Distortions/cluster: 4.18847e-05 2.68236e-05 0.000297613 0.00872182 0 7.82999e-05 3.48071e-05 1.87294e-05 0.00391362 2.17412e-05 2.87715e-05 4.67043e-05 3.32541e-05 2.31056e-05 2.46466e-05 Variance: 2.25433e-06 Variances/cluster: 4.47925e-08 5.29018e-08 6.59842e-07 0.156503 0 1.1137e-07 6.09382e-08 6.32546e-08 0.00391989 4.10172e-08 7.51155e-08 2.74699e-06 6.17908e-08 3.69647e-08 7.10055e-08 -------------------------------------------------------------- Initialization seed trial #306 of 1000; initialization seed = 493582531 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 677340 Distortion: 0.000926477 Distortions/cluster: 0.000315648 0.00011457 1.27749e-35 2.37044e-35 2.96641e-05 1.91944e-05 2.23127e-05 0.000345172 1.08941e-05 2.30833e-05 1.08283e-34 9.64317e-35 0 4.59395e-05 0 Variance: 1.56897e-07 Variances/cluster: 4.58751e-07 5.7596e-08 0 0 6.07671e-08 6.439e-08 4.89156e-08 3.88235e-07 5.52826e-08 7.37255e-08 0 6.86694e-32 0 7.81222e-08 0 -------------------------------------------------------------- Initialization seed trial #307 of 1000; initialization seed = 493582532 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 604103 Distortion: 0.0046132 Distortions/cluster: 2.87715e-05 9.206e-05 4.67839e-05 9.64317e-35 0.000298991 2.79699e-05 2.17901e-05 3.67128e-05 2.37044e-35 0.00391362 0 2.33635e-05 4.07957e-05 4.67043e-05 3.56367e-05 Variance: 7.81236e-07 Variances/cluster: 7.51155e-08 1.0194e-07 8.44208e-08 6.86694e-32 6.29402e-07 5.50539e-08 4.22252e-08 5.98708e-08 0 0.00391989 0 4.15683e-08 6.98334e-08 2.74699e-06 4.51618e-08 -------------------------------------------------------------- Initialization seed trial #308 of 1000; initialization seed = 493582533 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 514120 Distortion: 0.0360696 Distortions/cluster: 0.0356196 4.67043e-05 9.46698e-05 3.73047e-05 5.11104e-05 4.67839e-05 2.37044e-35 4.64237e-05 4.81569e-35 1.08283e-34 4.07957e-05 1.27749e-35 4.31034e-05 4.31422e-05 0 Variance: 6.10831e-06 Variances/cluster: 0.035575 2.74699e-06 1.02893e-07 6.0737e-08 5.27943e-08 8.44208e-08 0 4.50675e-08 2.67973e-31 0 6.98334e-08 0 7.72401e-08 6.53614e-08 0 -------------------------------------------------------------- Initialization seed trial #309 of 1000; initialization seed = 493582534 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 502214 Distortion: 0.0453071 Distortions/cluster: 2.36116e-05 2.97415e-05 2.86463e-05 8.33649e-05 2.30903e-05 3.83178e-05 0.0446389 1.27749e-35 3.35214e-05 1.94952e-05 2.31561e-05 3.48071e-05 1.08283e-34 2.62597e-05 0.000304149 Variance: 7.67266e-06 Variances/cluster: 6.96288e-08 6.2346e-08 7.5181e-08 1.24786e-07 3.69402e-08 4.10659e-08 0.0422886 0 6.22874e-08 6.41085e-08 4.15689e-08 6.09382e-08 0 5.32602e-08 1.78889e-05 -------------------------------------------------------------- Initialization seed trial #310 of 1000; initialization seed = 493582535 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 526940 Distortion: 0.0260676 Distortions/cluster: 2.07433e-05 1.18996e-05 2.07874e-05 4.67043e-05 0.0215304 2.02611e-05 2.02467e-05 1.75663e-05 6.84051e-05 2.44548e-05 0 7.69959e-05 2.37044e-35 0.00391362 0.00029551 Variance: 4.4145e-06 Variances/cluster: 4.0041e-08 6.39708e-08 3.54089e-08 2.74699e-06 2.50857e-05 4.03571e-08 3.98523e-08 6.52971e-08 7.70077e-08 5.26996e-08 0 1.13721e-07 0 0.00391989 6.87175e-07 -------------------------------------------------------------- Initialization seed trial #311 of 1000; initialization seed = 493582536 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 604376 Distortion: 0.00462469 Distortions/cluster: 7.93329e-05 2.19517e-05 8.37767e-05 3.81024e-05 4.67043e-05 0.000294302 0.00391362 6.80765e-05 2.50233e-05 1.13353e-05 2.57806e-05 1.66809e-05 9.64317e-35 0 2.37044e-35 Variance: 7.83182e-07 Variances/cluster: 1.14798e-07 4.09507e-08 9.74973e-08 4.10109e-08 2.74699e-06 6.81199e-07 0.00391989 7.62086e-08 5.34637e-08 6.12668e-08 4.12441e-08 6.20061e-08 6.86694e-32 0 0 -------------------------------------------------------------- Initialization seed trial #312 of 1000; initialization seed = 493582537 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 572851 Distortion: 0.00940377 Distortions/cluster: 1.08283e-34 2.23668e-05 4.17482e-05 0.00872182 2.39374e-05 2.86463e-05 3.13821e-05 2.95988e-05 3.32602e-05 1.27749e-35 0 8.366e-05 6.73163e-05 1.92403e-05 0.000300791 Variance: 1.59251e-06 Variances/cluster: 0 3.63646e-08 3.39376e-07 0.156503 4.9453e-08 7.5181e-08 4.34016e-08 6.24396e-08 3.88975e-08 0 0 9.74749e-08 7.54422e-08 3.98312e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #313 of 1000; initialization seed = 493582538 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572709 Distortion: 0.00941485 Distortions/cluster: 1.27749e-35 9.7061e-05 2.36116e-05 0.000299528 3.35214e-05 1.94952e-05 0 4.67043e-05 2.85345e-05 1.08283e-34 2.87715e-05 0.00872182 4.29557e-05 3.48071e-05 3.80351e-05 Variance: 1.59439e-06 Variances/cluster: 0 9.98481e-08 6.96288e-08 6.17534e-07 6.22874e-08 6.41085e-08 0 2.74699e-06 5.57265e-08 0 7.51155e-08 0.156503 4.4556e-08 6.09382e-08 4.64357e-08 -------------------------------------------------------------- Initialization seed trial #314 of 1000; initialization seed = 493582539 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 514139 Distortion: 0.0363138 Distortions/cluster: 1.89386e-05 3.33687e-05 1.27749e-35 5.88083e-05 0.000301208 4.14196e-05 0.0356196 8.61789e-05 1.08283e-34 3.27799e-05 4.96348e-05 4.67043e-05 2.37044e-35 0 2.52237e-05 Variance: 6.14967e-06 Variances/cluster: 6.33195e-08 5.91449e-08 0 5.32637e-08 2.53087e-06 6.16309e-08 0.035575 5.30279e-08 0 6.07967e-08 8.03088e-08 2.74699e-06 0 0 7.24593e-08 -------------------------------------------------------------- Initialization seed trial #315 of 1000; initialization seed = 493582540 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 556379 Distortion: 0.0133106 Distortions/cluster: 7.59739e-05 2.90326e-05 0 4.07957e-05 2.06707e-05 2.11501e-05 2.11571e-05 1.96721e-05 2.91421e-05 0.000307974 3.73047e-05 0.00872182 2.55465e-05 4.67839e-05 0.00391362 Variance: 2.25413e-06 Variances/cluster: 1.15102e-07 7.5797e-08 0 6.98334e-08 3.9901e-08 4.01295e-08 3.56138e-08 3.97381e-08 6.18677e-08 1.71076e-05 6.0737e-08 0.156503 5.26684e-08 8.44208e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #316 of 1000; initialization seed = 493582541 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 556611 Distortion: 0.0133037 Distortions/cluster: 0.000307974 3.25482e-05 3.48071e-05 2.57254e-05 1.92126e-05 3.00268e-05 4.07238e-05 0.00391362 7.66228e-05 2.25053e-05 0 0.00872182 2.34655e-05 2.4864e-05 2.97647e-05 Variance: 2.25295e-06 Variances/cluster: 1.71076e-05 6.08182e-08 6.09382e-08 5.38139e-08 6.35975e-08 7.58193e-08 4.36913e-08 0.00391989 1.16437e-07 3.64712e-08 0 0.156503 4.1528e-08 7.22565e-08 6.11135e-08 -------------------------------------------------------------- Initialization seed trial #317 of 1000; initialization seed = 493582542 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 68 BIC score: 572315 Distortion: 0.00940947 Distortions/cluster: 1.9936e-05 1.27749e-35 0 2.21879e-05 1.08283e-34 0.00872182 4.70304e-05 3.73047e-05 2.29516e-05 7.79082e-05 4.1844e-05 4.07957e-05 4.67839e-05 0.000307974 2.29365e-05 Variance: 1.59348e-06 Variances/cluster: 4.0682e-08 0 0 4.12377e-08 0 0.156503 7.99773e-08 6.0737e-08 3.72548e-08 1.10498e-07 6.26353e-08 6.98334e-08 8.44208e-08 1.71076e-05 4.33541e-08 -------------------------------------------------------------- Initialization seed trial #318 of 1000; initialization seed = 493582543 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 66 BIC score: 502869 Distortion: 0.0453317 Distortions/cluster: 0.0446389 4.27239e-05 1.08283e-34 0.000312931 1.27749e-35 1.24914e-05 1.09004e-05 2.08813e-05 2.6131e-05 9.32091e-05 1.15002e-05 5.18241e-05 4.66957e-05 4.67043e-05 1.67677e-05 Variance: 7.67683e-06 Variances/cluster: 0.0422886 7.72522e-08 0 4.79179e-07 0 5.13886e-08 5.47582e-08 4.64913e-08 6.13202e-08 1.01637e-07 5.47453e-08 5.30928e-08 4.51126e-08 2.74699e-06 7.45e-08 -------------------------------------------------------------- Initialization seed trial #319 of 1000; initialization seed = 493582544 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 498770 Distortion: 0.0489595 Distortions/cluster: 0.00391362 2.61316e-05 3.44908e-05 2.52237e-05 4.81569e-35 1.89386e-05 2.97415e-05 2.86463e-05 3.27799e-05 4.67043e-05 2.19964e-05 2.29193e-05 0.0446389 4.09224e-05 7.84947e-05 Variance: 8.2912e-06 Variances/cluster: 0.00391989 5.32163e-08 6.09179e-08 7.24593e-08 2.67973e-31 6.33195e-08 6.2346e-08 7.5181e-08 6.07967e-08 2.74699e-06 4.09577e-08 3.68435e-08 0.0422886 4.38573e-08 1.13421e-07 -------------------------------------------------------------- Initialization seed trial #320 of 1000; initialization seed = 493582545 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 73 BIC score: 572851 Distortion: 0.00940377 Distortions/cluster: 3.32602e-05 8.366e-05 1.92403e-05 4.17482e-05 2.39374e-05 1.27749e-35 0.000300791 2.95988e-05 2.23668e-05 1.08283e-34 0 3.13821e-05 2.86463e-05 6.73163e-05 0.00872182 Variance: 1.59251e-06 Variances/cluster: 3.88975e-08 9.74749e-08 3.98312e-08 3.39376e-07 4.9453e-08 0 1.87971e-05 6.24396e-08 3.63646e-08 0 0 4.34016e-08 7.5181e-08 7.54422e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #321 of 1000; initialization seed = 493582546 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 556801 Distortion: 0.013297 Distortions/cluster: 4.07957e-05 4.67043e-05 2.53484e-05 0.00872182 0 2.00663e-05 2.2535e-05 3.03901e-05 0.00391362 3.38485e-05 3.43581e-05 4.67839e-05 3.67128e-05 2.34184e-05 0.000300632 Variance: 2.25183e-06 Variances/cluster: 6.98334e-08 2.74699e-06 4.78228e-08 0.156503 0 4.12847e-08 3.6638e-08 6.7081e-08 0.00391989 4.54303e-08 3.94433e-08 8.44208e-08 5.98708e-08 7.36368e-08 2.56921e-06 -------------------------------------------------------------- Initialization seed trial #322 of 1000; initialization seed = 493582547 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 572709 Distortion: 0.0094338 Distortions/cluster: 1.08283e-34 2.35955e-05 2.22637e-05 0.00872182 1.27749e-35 1.74741e-05 4.1341e-05 7.78643e-05 0 4.67043e-05 0.000280556 2.71564e-05 2.31692e-05 8.366e-05 6.81933e-05 Variance: 1.59759e-06 Variances/cluster: 0 4.16107e-08 6.93518e-08 0.156503 0 7.83536e-08 4.40697e-08 1.17787e-07 0 2.74699e-06 9.77464e-07 5.29317e-08 3.70665e-08 9.74749e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #323 of 1000; initialization seed = 493582548 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 502499 Distortion: 0.0453238 Distortions/cluster: 0.000298986 3.77383e-05 2.45642e-05 2.07132e-05 1.08283e-34 2.45231e-05 9.61019e-05 2.9455e-05 4.26399e-05 2.88994e-05 1.91062e-05 4.67043e-05 1.27749e-35 0.0446389 1.54302e-05 Variance: 7.67549e-06 Variances/cluster: 6.20253e-07 4.62995e-08 6.41151e-08 7.04311e-08 0 6.06815e-08 9.88615e-08 7.57139e-08 4.4459e-08 5.60016e-08 4.6247e-08 2.74699e-06 0 0.0422886 5.9557e-08 -------------------------------------------------------------- Initialization seed trial #324 of 1000; initialization seed = 493582549 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 556478 Distortion: 0.0133091 Distortions/cluster: 2.17104e-05 2.25439e-05 0.000307974 3.48071e-05 4.72422e-05 2.04113e-05 2.30202e-05 4.20664e-05 0.00872182 3.35214e-05 7.72572e-05 2.36116e-05 1.94952e-05 0.00391362 0 Variance: 2.25387e-06 Variances/cluster: 4.03503e-08 4.2612e-08 1.71076e-05 6.09382e-08 8.00651e-08 4.15672e-08 3.74878e-08 6.26867e-08 0.156503 6.22874e-08 1.10357e-07 6.96288e-08 6.41085e-08 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #325 of 1000; initialization seed = 493582550 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 502323 Distortion: 0.0453232 Distortions/cluster: 1.27749e-35 0.0446389 7.97043e-05 2.17412e-05 1.08283e-34 4.13542e-05 2.29911e-05 4.07957e-05 4.67839e-05 0.000280428 2.75428e-05 1.9313e-05 4.67043e-05 1.96627e-05 3.73047e-05 Variance: 7.6754e-06 Variances/cluster: 0 0.0422886 1.12885e-07 4.10172e-08 0 4.40838e-08 3.68996e-08 6.98334e-08 8.44208e-08 9.90829e-07 5.31668e-08 6.77595e-08 2.74699e-06 7.83317e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #326 of 1000; initialization seed = 493582551 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 556664 Distortion: 0.0133106 Distortions/cluster: 7.64458e-05 2.29581e-05 3.73047e-05 1.23631e-05 2.37864e-05 2.34752e-05 0.000307974 0 2.17503e-05 0.00872182 3.93893e-05 4.67839e-05 4.07957e-05 2.21603e-05 0.00391362 Variance: 2.25413e-06 Variances/cluster: 1.16523e-07 4.76269e-08 6.0737e-08 6.21209e-08 7.22935e-08 5.94255e-08 1.71076e-05 0 3.97591e-08 0.156503 4.32812e-08 8.44208e-08 6.98334e-08 3.60288e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #327 of 1000; initialization seed = 493582552 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 497803 Distortion: 0.049217 Distortions/cluster: 2.45443e-05 0.0446389 3.33079e-05 2.50327e-05 2.10647e-05 0.00391362 2.98939e-05 1.86544e-05 3.41628e-05 2.1474e-05 2.62273e-05 2.92997e-05 0.000307974 7.04692e-05 2.23917e-05 Variance: 8.33481e-06 Variances/cluster: 4.1456e-08 0.0422886 8.00416e-08 5.30307e-08 3.54583e-08 0.00391989 7.58668e-08 3.86987e-08 7.4731e-08 4.74936e-08 6.12585e-08 6.10362e-08 1.71076e-05 1.20449e-07 4.20859e-08 -------------------------------------------------------------- Initialization seed trial #328 of 1000; initialization seed = 493582553 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 71 BIC score: 502818 Distortion: 0.0453314 Distortions/cluster: 1.76862e-05 4.67043e-05 5.18241e-05 1.84408e-05 4.27239e-05 1.14907e-05 9.27613e-05 0.000312931 1.27749e-35 1.07304e-05 4.65189e-05 2.4766e-05 1.59266e-05 0.0446389 1.08283e-34 Variance: 7.67679e-06 Variances/cluster: 6.35996e-08 2.74699e-06 5.30928e-08 6.95658e-08 7.72522e-08 5.49617e-08 1.00928e-07 4.79179e-07 0 4.89813e-08 4.50724e-08 6.41395e-08 4.02057e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #329 of 1000; initialization seed = 493582554 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 498149 Distortion: 0.0492253 Distortions/cluster: 0.0446389 3.33079e-05 1.68761e-05 2.62273e-05 4.67043e-05 2.1474e-05 3.41628e-05 4.07002e-05 0.00391362 0.000293736 2.28553e-05 7.80506e-05 1.20405e-05 2.19517e-05 2.46896e-05 Variance: 8.33621e-06 Variances/cluster: 0.0422886 8.00416e-08 6.36786e-08 6.12585e-08 2.74699e-06 4.74936e-08 7.4731e-08 4.37598e-08 0.00391989 6.79888e-07 3.67998e-08 1.12943e-07 6.14259e-08 4.09507e-08 5.35518e-08 -------------------------------------------------------------- Initialization seed trial #330 of 1000; initialization seed = 493582555 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 556891 Distortion: 0.0133121 Distortions/cluster: 2.02889e-05 3.04748e-05 0 0.000102873 3.10082e-05 2.11957e-05 0.00872182 3.72316e-05 3.95491e-05 0.00391362 1.44798e-05 2.70457e-05 0.000304149 2.34427e-05 2.48952e-05 Variance: 2.25437e-06 Variances/cluster: 4.78358e-08 6.03413e-08 0 1.05718e-07 7.56237e-08 7.11044e-08 0.156503 4.59597e-08 4.13657e-08 0.00391989 5.81331e-08 5.64577e-08 1.78889e-05 5.97836e-08 6.38127e-08 -------------------------------------------------------------- Initialization seed trial #331 of 1000; initialization seed = 493582556 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 607411 Distortion: 0.00435119 Distortions/cluster: 4.90368e-05 9.64317e-35 3.58899e-05 0 4.28104e-05 4.67043e-05 2.98108e-05 2.96342e-05 0.00391362 3.85948e-05 4.81569e-35 9.72004e-05 2.792e-05 2.37044e-35 3.99696e-05 Variance: 7.36866e-07 Variances/cluster: 8.51064e-08 6.86694e-32 6.04009e-08 0 4.44976e-08 2.74699e-06 7.58485e-08 6.12226e-08 0.00391989 4.66631e-08 2.67973e-31 1.00508e-07 5.56125e-08 0 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #332 of 1000; initialization seed = 493582557 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 69 BIC score: 574357 Distortion: 0.00915933 Distortions/cluster: 2.74568e-05 3.08605e-05 3.73047e-05 3.00803e-05 1.27749e-35 4.67043e-05 9.75704e-05 4.81569e-35 4.07957e-05 4.29076e-05 4.67839e-05 1.08283e-34 0 3.70447e-05 0.00872182 Variance: 1.55111e-06 Variances/cluster: 5.62588e-08 6.08638e-08 6.0737e-08 7.57631e-08 0 2.74699e-06 1.00269e-07 2.67973e-31 6.98334e-08 4.45522e-08 8.44208e-08 0 0 4.5899e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #333 of 1000; initialization seed = 493582558 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 503248 Distortion: 0.0450805 Distortions/cluster: 1.9419e-05 8.37767e-05 1.27749e-35 2.23566e-05 2.43621e-05 4.81569e-35 1.08283e-34 7.88843e-05 6.80765e-05 4.67043e-05 1.25053e-05 0.0446389 2.24243e-05 4.04074e-05 2.26375e-05 Variance: 7.63429e-06 Variances/cluster: 7.41129e-08 9.74973e-08 0 4.11684e-08 5.43748e-08 2.67973e-31 0 1.15486e-07 7.62086e-08 2.74699e-06 6.12955e-08 0.0422886 3.63398e-08 4.36799e-08 5.00789e-08 -------------------------------------------------------------- Initialization seed trial #334 of 1000; initialization seed = 493582559 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 498790 Distortion: 0.0489528 Distortions/cluster: 4.67043e-05 3.99696e-05 3.57241e-05 1.73776e-05 0.0446389 4.0089e-05 3.53035e-05 4.81569e-35 0.00391362 1.69664e-05 2.00633e-05 4.90368e-05 2.26525e-05 2.93982e-05 4.69432e-05 Variance: 8.29005e-06 Variances/cluster: 2.74699e-06 6.86544e-08 2.95206e-07 3.7692e-08 0.0422886 6.03698e-08 5.95142e-08 2.67973e-31 0.00391989 3.39298e-08 4.06923e-08 8.51064e-08 3.70703e-08 4.21746e-08 7.9965e-08 -------------------------------------------------------------- Initialization seed trial #335 of 1000; initialization seed = 493582560 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 72 BIC score: 498897 Distortion: 0.0489469 Distortions/cluster: 1.92403e-05 2.39374e-05 2.95988e-05 4.67839e-05 3.33853e-05 4.81569e-35 2.86463e-05 3.67128e-05 4.07957e-05 3.82031e-05 0.00391362 3.11248e-05 2.23668e-05 0.0446389 4.35604e-05 Variance: 8.28906e-06 Variances/cluster: 3.98312e-08 4.9453e-08 6.24396e-08 8.44208e-08 3.89981e-08 2.67973e-31 7.5181e-08 5.98708e-08 6.98334e-08 3.15692e-07 0.00391989 4.31652e-08 3.63646e-08 0.0422886 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #336 of 1000; initialization seed = 493582561 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 604391 Distortion: 0.00459455 Distortions/cluster: 0.00391362 0 0.000307974 8.64877e-05 3.89973e-05 3.35214e-05 3.59039e-05 9.64317e-35 3.48071e-05 2.37044e-35 2.38849e-05 2.36116e-05 3.91943e-05 3.70509e-05 1.94952e-05 Variance: 7.78078e-07 Variances/cluster: 0.00391989 0 1.71076e-05 1.02343e-07 6.26912e-08 6.22874e-08 5.49778e-08 6.86694e-32 6.09382e-08 0 4.00036e-08 6.96288e-08 7.65453e-08 4.09366e-08 6.41085e-08 -------------------------------------------------------------- Initialization seed trial #337 of 1000; initialization seed = 493582562 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 498809 Distortion: 0.04899 Distortions/cluster: 4.67043e-05 0.00391362 0.0446389 2.04649e-05 6.81933e-05 2.9099e-05 1.28688e-05 8.03412e-06 8.366e-05 4.81569e-35 2.96888e-05 7.56622e-05 1.92809e-05 1.91711e-05 2.46402e-05 Variance: 8.29636e-06 Variances/cluster: 2.74699e-06 0.00391989 0.0422886 3.97339e-08 7.6254e-08 6.13853e-08 3.07096e-08 3.37529e-08 9.74749e-08 2.67973e-31 7.57307e-08 1.15858e-07 4.0333e-08 3.88832e-08 5.231e-08 -------------------------------------------------------------- Initialization seed trial #338 of 1000; initialization seed = 493582563 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 501977 Distortion: 0.0453141 Distortions/cluster: 0.000307974 2.57799e-05 2.08684e-05 3.58899e-05 2.86463e-05 3.99696e-05 1.08283e-34 2.9528e-05 2.46478e-05 1.27749e-35 0.0446389 2.02455e-05 7.28289e-05 1.97803e-05 4.90368e-05 Variance: 7.67386e-06 Variances/cluster: 1.71076e-05 5.27149e-08 3.54863e-08 6.04009e-08 7.5181e-08 6.86544e-08 0 6.2422e-08 4.17013e-08 0 0.0422886 4.05685e-08 1.21573e-07 3.85546e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #339 of 1000; initialization seed = 493582564 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 498324 Distortion: 0.0492238 Distortions/cluster: 1.45285e-05 2.29386e-05 0.000300791 9.2615e-06 1.30743e-05 6.73163e-05 2.86502e-05 1.69298e-05 2.79393e-05 0.00391362 4.17482e-05 2.82802e-05 8.366e-05 1.61775e-05 0.0446389 Variance: 8.33596e-06 Variances/cluster: 3.2867e-08 4.74876e-08 1.87971e-05 3.76441e-08 3.04728e-08 7.54422e-08 4.20671e-08 3.74517e-08 7.46982e-08 0.00391989 3.39376e-07 6.38328e-08 9.74749e-08 3.49376e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #340 of 1000; initialization seed = 493582565 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 557022 Distortion: 0.0133222 Distortions/cluster: 4.67043e-05 1.4844e-05 6.6306e-05 3.8803e-05 1.72615e-05 2.79792e-05 8.33627e-05 3.85054e-05 0.00872182 0 1.6672e-05 0.000277562 0.00391362 2.87816e-05 3.00039e-05 Variance: 2.25609e-06 Variances/cluster: 2.74699e-06 4.89853e-08 7.43933e-08 7.37643e-08 3.2938e-08 3.63335e-08 9.73555e-08 3.00787e-07 0.156503 0 3.68001e-08 1.85025e-06 0.00391989 5.00505e-08 4.22553e-08 -------------------------------------------------------------- Initialization seed trial #341 of 1000; initialization seed = 493582566 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 85 BIC score: 512771 Distortion: 0.0363043 Distortions/cluster: 2.51159e-05 1.08283e-34 0.000307974 3.08605e-05 1.27749e-35 2.37044e-35 3.44908e-05 2.74568e-05 9.70233e-05 4.29076e-05 3.00803e-05 1.90462e-05 0.0356196 3.27799e-05 3.70447e-05 Variance: 6.14807e-06 Variances/cluster: 7.23574e-08 0 1.71076e-05 6.08638e-08 0 0 6.09179e-08 5.62588e-08 9.98093e-08 4.45522e-08 7.57631e-08 6.34671e-08 0.035575 6.07967e-08 4.5899e-08 -------------------------------------------------------------- Initialization seed trial #342 of 1000; initialization seed = 493582567 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 502413 Distortion: 0.0453142 Distortions/cluster: 1.68447e-05 2.04028e-05 0.000300791 2.86463e-05 1.81712e-05 2.93425e-05 1.08283e-34 8.366e-05 0.0446389 1.61511e-05 2.34275e-05 6.73163e-05 1.27749e-35 4.17482e-05 2.88249e-05 Variance: 7.67388e-06 Variances/cluster: 3.45149e-08 3.49921e-08 1.87971e-05 7.5181e-08 3.86584e-08 6.2559e-08 0 9.74749e-08 0.0422886 3.52613e-08 4.88029e-08 7.54422e-08 0 3.39376e-07 4.20765e-08 -------------------------------------------------------------- Initialization seed trial #343 of 1000; initialization seed = 493582568 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 502590 Distortion: 0.045326 Distortions/cluster: 2.36116e-05 3.35214e-05 3.48071e-05 0.0446389 4.13249e-05 2.30755e-05 1.08283e-34 1.27749e-35 4.67043e-05 1.67718e-05 2.582e-05 4.31583e-05 9.54753e-05 1.94952e-05 0.000283344 Variance: 7.67587e-06 Variances/cluster: 6.96288e-08 6.22874e-08 6.09382e-08 0.0422886 4.82714e-08 4.84735e-08 0 0 2.74699e-06 7.91061e-08 7.25223e-08 4.43519e-08 1.0113e-07 6.41085e-08 8.93756e-07 -------------------------------------------------------------- Initialization seed trial #344 of 1000; initialization seed = 493582569 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 517819 Distortion: 0.0320568 Distortions/cluster: 1.27749e-35 0 0.0214219 0.00998646 2.14034e-05 2.90536e-05 1.63126e-05 2.06198e-05 2.85586e-05 0.000300791 2.26942e-05 1.64986e-05 0.000118617 2.95988e-05 4.42496e-05 Variance: 5.42875e-06 Variances/cluster: 0 0 3.22513e-05 0.185417 4.46789e-08 7.60505e-08 3.36313e-08 3.52434e-08 4.18712e-08 1.87971e-05 4.78737e-08 3.59414e-08 1.10306e-07 6.24396e-08 3.42978e-07 -------------------------------------------------------------- Initialization seed trial #345 of 1000; initialization seed = 493582570 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 556966 Distortion: 0.0133214 Distortions/cluster: 4.25881e-05 1.71648e-05 1.12945e-05 3.27527e-05 0.00872182 4.67043e-05 0.000295644 1.98062e-05 0.00391362 2.43786e-05 9.70816e-05 3.44908e-05 2.68516e-05 0 3.71731e-05 Variance: 2.25595e-06 Variances/cluster: 4.44513e-08 6.17392e-08 6.1378e-08 6.07463e-08 0.156503 2.74699e-06 6.48289e-07 6.42853e-08 0.00391989 7.18907e-08 9.97666e-08 6.09179e-08 5.64058e-08 0 4.59443e-08 -------------------------------------------------------------- Initialization seed trial #346 of 1000; initialization seed = 493582571 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 71 BIC score: 556621 Distortion: 0.0133186 Distortions/cluster: 3.61391e-05 0 4.67043e-05 4.90368e-05 0.000287296 7.40144e-05 3.94494e-05 2.35463e-05 0.00872182 4.0274e-05 2.39243e-05 1.827e-05 2.28165e-05 2.1702e-05 0.00391362 Variance: 2.25548e-06 Variances/cluster: 6.1129e-08 0 2.74699e-06 8.51064e-08 1.13998e-06 1.21523e-07 4.30632e-08 5.84221e-08 0.156503 6.8705e-08 4.06838e-08 6.74115e-08 4.67512e-08 3.58077e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #347 of 1000; initialization seed = 493582572 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 556622 Distortion: 0.0133037 Distortions/cluster: 0.000307974 0.00391362 2.31538e-05 2.86463e-05 2.19964e-05 2.61316e-05 0.00872182 0 2.52237e-05 1.89386e-05 3.44908e-05 4.15428e-05 2.97415e-05 7.76438e-05 3.27799e-05 Variance: 2.25296e-06 Variances/cluster: 1.71076e-05 0.00391989 3.69827e-08 7.5181e-08 4.09577e-08 5.32163e-08 0.156503 0 7.24593e-08 6.33195e-08 6.09179e-08 4.46178e-08 6.2346e-08 1.12517e-07 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #348 of 1000; initialization seed = 493582573 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 557126 Distortion: 0.0133229 Distortions/cluster: 3.22565e-05 1.31485e-05 1.22558e-05 4.41623e-05 0.00872182 2.49237e-05 4.01593e-05 9.51169e-05 0.000278422 0.00391362 2.50496e-05 2.89094e-05 4.67043e-05 4.63652e-05 0 Variance: 2.25621e-06 Variances/cluster: 5.58022e-08 5.32159e-08 5.6201e-08 4.46496e-08 0.156503 5.44011e-08 7.34116e-08 1.01287e-07 1.73999e-06 0.00391989 7.34364e-08 5.93428e-08 2.74699e-06 5.02821e-08 0 -------------------------------------------------------------- Initialization seed trial #349 of 1000; initialization seed = 493582574 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 498203 Distortion: 0.049222 Distortions/cluster: 2.53397e-05 1.90236e-05 1.71246e-05 2.51385e-05 3.44908e-05 1.1715e-05 0.00391362 2.50223e-05 3.27799e-05 3.81032e-05 7.74101e-05 4.67043e-05 2.24379e-05 0.00029418 0.0446389 Variance: 8.33565e-06 Variances/cluster: 5.42557e-08 6.33916e-08 6.31855e-08 7.24227e-08 6.09179e-08 6.16529e-08 0.00391989 4.21211e-08 6.07967e-08 4.08797e-08 1.23845e-07 2.74699e-06 3.6421e-08 6.71587e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #350 of 1000; initialization seed = 493582575 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 604375 Distortion: 0.00462468 Distortions/cluster: 1.69003e-05 9.64317e-35 0.000293803 2.28553e-05 4.67043e-05 0 0.00391362 2.49934e-05 4.08575e-05 7.95014e-05 8.366e-05 2.19517e-05 6.81933e-05 2.37044e-35 1.16404e-05 Variance: 7.83181e-07 Variances/cluster: 6.32921e-08 6.86694e-32 6.8162e-07 3.67998e-08 2.74699e-06 0 0.00391989 5.35143e-08 4.38818e-08 1.1471e-07 9.74749e-08 4.09507e-08 7.6254e-08 0 6.15842e-08 -------------------------------------------------------------- Initialization seed trial #351 of 1000; initialization seed = 493582576 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 688694 Distortion: 0.000694898 Distortions/cluster: 4.07957e-05 9.64317e-35 8.58266e-05 0 2.45496e-05 4.67839e-05 3.73801e-05 1.08283e-34 3.94387e-05 1.27749e-35 2.37044e-35 3.73047e-05 4.02578e-05 3.45862e-05 0.000307974 Variance: 1.1768e-07 Variances/cluster: 6.98334e-08 6.86694e-32 1.03148e-07 0 4.05063e-08 8.44208e-08 4.10284e-08 0 6.26952e-08 0 0 6.0737e-08 7.68217e-08 5.46333e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #352 of 1000; initialization seed = 493582577 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 572465 Distortion: 0.00940408 Distortions/cluster: 0.000307974 2.86463e-05 2.28123e-05 2.97415e-05 0.00872182 7.81418e-05 0 4.09577e-05 4.67839e-05 2.61316e-05 3.73047e-05 1.27749e-35 4.07957e-05 1.08283e-34 2.297e-05 Variance: 1.59256e-06 Variances/cluster: 1.71076e-05 7.5181e-08 4.1473e-08 6.2346e-08 0.156503 1.15073e-07 0 4.38951e-08 8.44208e-08 5.32163e-08 6.0737e-08 0 6.98334e-08 0 3.68657e-08 -------------------------------------------------------------- Initialization seed trial #353 of 1000; initialization seed = 493582578 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 68 BIC score: 502503 Distortion: 0.0453155 Distortions/cluster: 2.74568e-05 2.06002e-05 4.24678e-05 0.000307974 3.7004e-05 3.00803e-05 2.48952e-05 1.44798e-05 3.08605e-05 2.31325e-05 2.11957e-05 1.08283e-34 9.64327e-05 1.27749e-35 0.0446389 Variance: 7.67409e-06 Variances/cluster: 5.62588e-08 4.84553e-08 4.42334e-08 1.71076e-05 4.59054e-08 7.57631e-08 6.38127e-08 5.81331e-08 6.08638e-08 5.91436e-08 7.11044e-08 0 9.8998e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #354 of 1000; initialization seed = 493582579 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 77 BIC score: 503782 Distortion: 0.0453386 Distortions/cluster: 1.46538e-05 2.3944e-05 1.68335e-05 9.67072e-06 1.08283e-34 0.000307974 4.96348e-05 1.27749e-35 9.98402e-06 0.0446389 9.36926e-06 0.00010376 4.27164e-05 0.000101095 1.00229e-05 Variance: 7.678e-06 Variances/cluster: 3.88568e-08 6.34911e-08 6.67782e-08 5.75465e-08 0 1.71076e-05 8.03088e-08 0 4.77551e-08 0.0422886 5.26192e-08 9.83424e-08 6.36553e-08 5.65038e-08 5.24591e-08 -------------------------------------------------------------- Initialization seed trial #355 of 1000; initialization seed = 493582580 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572713 Distortion: 0.00943287 Distortions/cluster: 0 1.08283e-34 8.366e-05 2.51166e-05 6.81933e-05 1.13443e-05 2.24379e-05 2.5619e-05 0.00872182 7.86324e-05 0.000294241 1.69949e-05 4.67043e-05 1.27749e-35 3.81032e-05 Variance: 1.59744e-06 Variances/cluster: 0 0 9.74749e-08 4.22088e-08 7.6254e-08 6.13155e-08 3.6421e-08 5.42726e-08 0.156503 1.25199e-07 6.81057e-07 6.17951e-08 2.74699e-06 0 4.08797e-08 -------------------------------------------------------------- Initialization seed trial #356 of 1000; initialization seed = 493582581 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 502387 Distortion: 0.0452945 Distortions/cluster: 2.5054e-05 3.26648e-05 0.0446389 3.24158e-05 3.91365e-05 3.26914e-05 2.08079e-05 1.08283e-34 4.13892e-05 2.25767e-05 3.33695e-05 0.000300791 3.68441e-05 3.78617e-05 1.27749e-35 Variance: 7.67054e-06 Variances/cluster: 5.82459e-08 3.8562e-08 0.0422886 5.18603e-08 7.6582e-08 7.99046e-08 3.52636e-08 0 3.39217e-07 4.94944e-08 7.33165e-08 1.87971e-05 4.47099e-08 6.12597e-08 0 -------------------------------------------------------------- Initialization seed trial #357 of 1000; initialization seed = 493582582 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 50 BIC score: 498546 Distortion: 0.0489665 Distortions/cluster: 4.07957e-05 7.61963e-05 4.67043e-05 4.67839e-05 2.86463e-05 0.00391362 2.56419e-05 3.73047e-05 2.21585e-05 0.0446389 2.94324e-05 2.06598e-05 2.07253e-05 1.88619e-05 4.81569e-35 Variance: 8.29237e-06 Variances/cluster: 6.98334e-08 1.13377e-07 2.74699e-06 8.44208e-08 7.5181e-08 0.00391989 5.26481e-08 6.0737e-08 4.12598e-08 0.0422886 6.24842e-08 3.53118e-08 3.99292e-08 3.92104e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #358 of 1000; initialization seed = 493582583 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 572699 Distortion: 0.00941624 Distortions/cluster: 1.27749e-35 2.23753e-05 0.000301713 8.366e-05 4.58043e-05 1.08283e-34 0 6.76894e-05 3.19569e-05 1.65753e-05 4.67043e-05 4.00281e-05 2.05839e-05 0.00872182 1.73278e-05 Variance: 1.59462e-06 Variances/cluster: 0 3.68579e-08 2.49321e-06 9.74749e-08 7.96533e-08 0 0 7.57754e-08 4.46911e-08 3.38242e-08 2.74699e-06 6.00971e-08 4.15797e-08 0.156503 3.71012e-08 -------------------------------------------------------------- Initialization seed trial #359 of 1000; initialization seed = 493582584 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 502218 Distortion: 0.0453153 Distortions/cluster: 4.67043e-05 0.000297351 7.84569e-05 1.8854e-05 4.17769e-05 2.30562e-05 3.48071e-05 2.7154e-05 3.26327e-05 1.08283e-34 1.27749e-35 2.17412e-05 2.87034e-05 0.0446389 2.51399e-05 Variance: 7.67406e-06 Variances/cluster: 2.74699e-06 6.65161e-07 1.11434e-07 6.32482e-08 4.46772e-08 3.69448e-08 6.09382e-08 5.30305e-08 6.08624e-08 0 0 4.10172e-08 7.51338e-08 0.0422886 7.24266e-08 -------------------------------------------------------------- Initialization seed trial #360 of 1000; initialization seed = 493582585 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 556697 Distortion: 0.0133105 Distortions/cluster: 2.57038e-05 0.00872182 2.60115e-05 3.82166e-05 3.58899e-05 3.99696e-05 2.41769e-05 0.000304149 4.90368e-05 0.00391362 0 7.93115e-05 2.23646e-05 1.16135e-05 1.86538e-05 Variance: 2.25411e-06 Variances/cluster: 4.17908e-08 0.156503 5.53391e-08 4.09575e-08 6.04009e-08 6.86544e-08 5.5574e-08 1.78889e-05 8.51064e-08 0.00391989 0 1.35563e-07 3.63019e-08 6.17686e-08 6.38782e-08 -------------------------------------------------------------- Initialization seed trial #361 of 1000; initialization seed = 493582586 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 512779 Distortion: 0.0363069 Distortions/cluster: 4.37006e-05 3.91365e-05 0.0356196 3.00095e-05 0.000300791 1.08283e-34 6.60089e-05 1.7218e-05 2.37044e-35 1.27749e-35 1.91372e-05 3.80878e-05 3.35504e-05 8.366e-05 1.60098e-05 Variance: 6.14849e-06 Variances/cluster: 3.4137e-07 7.6582e-08 0.035575 5.03466e-08 1.87971e-05 0 7.42266e-08 3.60177e-08 0 0 3.41087e-08 6.13278e-08 4.3343e-08 9.74749e-08 3.39162e-08 -------------------------------------------------------------- Initialization seed trial #362 of 1000; initialization seed = 493582587 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 58 BIC score: 507292 Distortion: 0.0402084 Distortions/cluster: 2.57455e-05 2.37044e-35 2.15682e-05 2.2094e-05 3.58899e-05 4.90368e-05 0.000307974 1.90943e-05 2.07121e-05 2.94324e-05 0.00391362 3.99696e-05 7.5025e-05 0.0356196 2.86463e-05 Variance: 6.80921e-06 Variances/cluster: 5.26445e-08 0 4.03105e-08 4.12935e-08 6.04009e-08 8.51064e-08 1.71076e-05 3.93662e-08 3.53408e-08 6.24842e-08 0.00391989 6.86544e-08 1.15235e-07 0.035575 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #363 of 1000; initialization seed = 493582588 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 513495 Distortion: 0.0360681 Distortions/cluster: 2.96461e-05 4.67043e-05 4.81569e-35 2.86463e-05 6.80765e-05 0.0356196 2.61719e-05 4.10797e-05 8.01568e-05 8.37767e-05 2.29193e-05 2.37044e-35 1.08283e-34 1.27749e-35 2.14045e-05 Variance: 6.10807e-06 Variances/cluster: 6.24078e-08 2.74699e-06 2.67973e-31 7.5181e-08 7.62086e-08 0.035575 5.31902e-08 4.39787e-08 1.13526e-07 9.74973e-08 3.68435e-08 0 0 0 4.07665e-08 -------------------------------------------------------------- Initialization seed trial #364 of 1000; initialization seed = 493582589 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 60 BIC score: 512495 Distortion: 0.0363017 Distortions/cluster: 2.97415e-05 2.37044e-35 3.73047e-05 8.35241e-05 2.34655e-05 1.08283e-34 4.07957e-05 1.27749e-35 0.0356196 0.000304149 2.31697e-05 3.83178e-05 4.67839e-05 2.62597e-05 2.86463e-05 Variance: 6.14762e-06 Variances/cluster: 6.2346e-08 0 6.0737e-08 1.2654e-07 4.1528e-08 0 6.98334e-08 0 0.035575 1.78889e-05 3.7008e-08 4.10659e-08 8.44208e-08 5.32602e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #365 of 1000; initialization seed = 493582590 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 498640 Distortion: 0.048965 Distortions/cluster: 1.90236e-05 7.71344e-05 2.51385e-05 0.0446389 2.41034e-05 4.81569e-35 3.44908e-05 4.67043e-05 2.20611e-05 1.95916e-05 4.17006e-05 0.00391362 4.72422e-05 2.24408e-05 3.27799e-05 Variance: 8.29212e-06 Variances/cluster: 6.33916e-08 1.10498e-07 7.24227e-08 0.0422886 4.07117e-08 2.67973e-31 6.09179e-08 2.74699e-06 3.65813e-08 4.29603e-08 6.25142e-08 0.00391989 8.00651e-08 4.2578e-08 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #366 of 1000; initialization seed = 493582591 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 502504 Distortion: 0.0453237 Distortions/cluster: 3.77383e-05 2.48952e-05 4.26399e-05 2.31325e-05 9.61019e-05 1.08283e-34 0.0446389 2.11957e-05 2.06002e-05 4.67043e-05 2.88994e-05 1.27749e-35 2.87715e-05 0.000299669 1.44798e-05 Variance: 7.67549e-06 Variances/cluster: 4.62995e-08 6.38127e-08 4.4459e-08 5.91436e-08 9.88615e-08 0 0.0422886 7.11044e-08 4.84553e-08 2.74699e-06 5.60016e-08 0 7.51155e-08 6.14026e-07 5.81331e-08 -------------------------------------------------------------- Initialization seed trial #367 of 1000; initialization seed = 493582592 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 502309 Distortion: 0.0453224 Distortions/cluster: 7.74101e-05 0.0446389 2.50223e-05 1.1715e-05 2.53397e-05 4.67043e-05 1.27749e-35 2.24379e-05 4.0274e-05 3.81032e-05 0.00029418 4.90368e-05 3.61391e-05 1.71246e-05 1.08283e-34 Variance: 7.67526e-06 Variances/cluster: 1.23845e-07 0.0422886 4.21211e-08 6.16529e-08 5.42557e-08 2.74699e-06 0 3.6421e-08 6.8705e-08 4.08797e-08 6.71587e-07 8.51064e-08 6.1129e-08 6.31855e-08 0 -------------------------------------------------------------- Initialization seed trial #368 of 1000; initialization seed = 493582593 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 17 BIC score: 572798 Distortion: 0.00941321 Distortions/cluster: 2.48192e-05 0 6.60089e-05 0.000297331 3.35102e-05 8.366e-05 4.67043e-05 0.00872182 2.25984e-05 1.95687e-05 3.78274e-05 2.86012e-05 1.27749e-35 3.07571e-05 1.08283e-34 Variance: 1.59411e-06 Variances/cluster: 4.89486e-08 0 7.42266e-08 6.66606e-07 3.90528e-08 9.74749e-08 2.74699e-06 0.156503 3.66221e-08 3.97699e-08 3.00181e-07 7.50627e-08 0 4.31339e-08 0 -------------------------------------------------------------- Initialization seed trial #369 of 1000; initialization seed = 493582594 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 556713 Distortion: 0.0133107 Distortions/cluster: 4.07957e-05 1.72269e-05 3.73047e-05 2.29397e-05 2.43816e-05 0.000307974 0.00872182 4.05456e-05 0.00391362 7.75199e-05 0 4.67839e-05 2.23605e-05 2.58511e-05 1.15575e-05 Variance: 2.25414e-06 Variances/cluster: 6.98334e-08 6.3563e-08 6.0737e-08 4.14035e-08 5.42972e-08 1.71076e-05 0.156503 4.36876e-08 0.00391989 1.16037e-07 0 8.44208e-08 3.62953e-08 5.61933e-08 6.17997e-08 -------------------------------------------------------------- Initialization seed trial #370 of 1000; initialization seed = 493582595 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 85 BIC score: 687603 Distortion: 0.000726353 Distortions/cluster: 0 3.7004e-05 9.64317e-35 4.28824e-05 1.27749e-35 3.00803e-05 2.37044e-35 1.08283e-34 6.81933e-05 9.82411e-05 0.000307974 2.74568e-05 8.366e-05 0 3.08605e-05 Variance: 1.23006e-07 Variances/cluster: 0 4.59054e-08 6.86694e-32 4.45261e-08 0 7.57631e-08 0 0 7.6254e-08 1.00751e-07 1.71076e-05 5.62588e-08 9.74749e-08 0 6.08638e-08 -------------------------------------------------------------- Initialization seed trial #371 of 1000; initialization seed = 493582596 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 512502 Distortion: 0.0363018 Distortions/cluster: 2.14045e-05 1.27749e-35 2.86463e-05 1.08283e-34 7.8852e-05 4.07957e-05 4.67839e-05 3.73047e-05 2.61719e-05 2.96461e-05 4.17764e-05 0.000307974 0.0356196 2.37044e-35 2.29193e-05 Variance: 6.14764e-06 Variances/cluster: 4.07665e-08 0 7.5181e-08 0 1.11995e-07 6.98334e-08 8.44208e-08 6.0737e-08 5.31902e-08 6.24078e-08 4.46767e-08 1.71076e-05 0.035575 0 3.68435e-08 -------------------------------------------------------------- Initialization seed trial #372 of 1000; initialization seed = 493582597 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 507973 Distortion: 0.0402171 Distortions/cluster: 2.99155e-05 3.78274e-05 0.000278552 0.0356196 6.60089e-05 2.4603e-05 1.87788e-05 2.02353e-05 3.15522e-05 2.44603e-05 2.16332e-05 2.37044e-35 0.00391362 4.67043e-05 8.366e-05 Variance: 6.81069e-06 Variances/cluster: 4.28552e-08 3.00181e-07 1.71931e-06 0.035575 7.42266e-08 5.13589e-08 3.87155e-08 5.09658e-08 3.792e-08 6.87036e-08 3.58125e-08 0 0.00391989 2.74699e-06 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #373 of 1000; initialization seed = 493582598 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 502347 Distortion: 0.0452933 Distortions/cluster: 1.92677e-05 3.12592e-05 2.24228e-05 4.08979e-05 1.08283e-34 3.67128e-05 2.95988e-05 1.27749e-35 2.39374e-05 0.0446389 0.000300791 2.86463e-05 3.32979e-05 4.07957e-05 4.67839e-05 Variance: 7.67034e-06 Variances/cluster: 3.97234e-08 4.33515e-08 3.64557e-08 3.37961e-07 0 5.98708e-08 6.24396e-08 0 4.9453e-08 0.0422886 1.87971e-05 7.5181e-08 3.89415e-08 6.98334e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #374 of 1000; initialization seed = 493582599 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 58 BIC score: 502547 Distortion: 0.0453253 Distortions/cluster: 3.6773e-05 1.08283e-34 1.08941e-05 3.0597e-05 2.23127e-05 2.80316e-05 1.27749e-35 1.91944e-05 4.67043e-05 9.71447e-05 2.96641e-05 4.2926e-05 2.30833e-05 0.0446389 0.000299013 Variance: 7.67574e-06 Variances/cluster: 4.56189e-08 0 5.52826e-08 7.53561e-08 4.89156e-08 5.62832e-08 0 6.439e-08 2.74699e-06 9.97289e-08 6.07671e-08 4.47107e-08 7.37255e-08 0.0422886 6.10181e-07 -------------------------------------------------------------- Initialization seed trial #375 of 1000; initialization seed = 493582600 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 556679 Distortion: 0.0133106 Distortions/cluster: 3.73047e-05 4.04996e-05 4.67839e-05 0.000307974 2.27722e-05 0.00872182 7.4498e-05 4.07957e-05 2.45703e-05 2.21657e-05 2.13201e-05 0.00391362 1.25384e-05 2.39642e-05 0 Variance: 2.25413e-06 Variances/cluster: 6.0737e-08 4.36851e-08 8.44208e-08 1.71076e-05 4.88632e-08 0.156503 1.21917e-07 6.98334e-08 4.12907e-08 3.61551e-08 7.30085e-08 0.00391989 6.17604e-08 5.62488e-08 0 -------------------------------------------------------------- Initialization seed trial #376 of 1000; initialization seed = 493582601 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 60 BIC score: 502921 Distortion: 0.0450804 Distortions/cluster: 2.94324e-05 4.67043e-05 1.27749e-35 2.86463e-05 0.0446389 2.57455e-05 2.07121e-05 1.90411e-05 2.14759e-05 7.57217e-05 2.21472e-05 4.81569e-35 1.08283e-34 8.37767e-05 6.80765e-05 Variance: 7.63428e-06 Variances/cluster: 6.24842e-08 2.74699e-06 0 7.5181e-08 0.0422886 5.26445e-08 3.53408e-08 3.93377e-08 4.02886e-08 1.15772e-07 4.13157e-08 2.67973e-31 0 9.74973e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #377 of 1000; initialization seed = 493582602 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572707 Distortion: 0.00941484 Distortions/cluster: 2.51159e-05 4.29557e-05 3.80351e-05 9.7061e-05 2.85345e-05 3.44908e-05 3.27799e-05 2.87715e-05 0.000299528 1.27749e-35 0 4.67043e-05 1.08283e-34 1.90462e-05 0.00872182 Variance: 1.59438e-06 Variances/cluster: 7.23574e-08 4.4556e-08 4.64357e-08 9.98481e-08 5.57265e-08 6.09179e-08 6.07967e-08 7.51155e-08 6.17534e-07 0 0 2.74699e-06 0 6.34671e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #378 of 1000; initialization seed = 493582603 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 86 BIC score: 502902 Distortion: 0.0450599 Distortions/cluster: 2.61719e-05 2.29193e-05 3.73047e-05 4.67043e-05 2.96461e-05 2.86463e-05 2.14045e-05 0.0446389 1.27749e-35 4.81569e-35 4.17764e-05 4.67839e-05 4.07957e-05 7.8852e-05 1.08283e-34 Variance: 7.63081e-06 Variances/cluster: 5.31902e-08 3.68435e-08 6.0737e-08 2.74699e-06 6.24078e-08 7.5181e-08 4.07665e-08 0.0422886 0 2.67973e-31 4.46767e-08 8.44208e-08 6.98334e-08 1.11995e-07 0 -------------------------------------------------------------- Initialization seed trial #379 of 1000; initialization seed = 493582604 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 572502 Distortion: 0.00940596 Distortions/cluster: 4.23055e-05 8.36424e-05 2.2611e-05 3.3134e-05 2.17162e-05 0.00872182 0.000307974 1.27749e-35 1.08283e-34 0 3.339e-05 2.63467e-05 3.30761e-05 3.99477e-05 3.99977e-05 Variance: 1.59288e-06 Variances/cluster: 7.73348e-08 1.03253e-07 4.94611e-08 7.31204e-08 3.60095e-08 0.156503 1.71076e-05 0 0 0 5.34189e-08 6.12513e-08 8.0062e-08 4.38466e-08 6.27854e-08 -------------------------------------------------------------- Initialization seed trial #380 of 1000; initialization seed = 493582605 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 558374 Distortion: 0.0130647 Distortions/cluster: 2.96641e-05 9.46155e-05 2.23127e-05 4.18146e-05 1.91944e-05 1.08941e-05 0 4.81569e-35 4.72422e-05 4.45648e-05 4.91981e-05 4.67043e-05 0.00391362 2.30833e-05 0.00872182 Variance: 2.21249e-06 Variances/cluster: 6.07671e-08 1.0151e-07 4.89156e-08 6.30633e-08 6.439e-08 5.52826e-08 0 2.67973e-31 8.00651e-08 4.47847e-08 5.15647e-08 2.74699e-06 0.00391989 7.37255e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #381 of 1000; initialization seed = 493582606 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 59 BIC score: 574295 Distortion: 0.0091704 Distortions/cluster: 2.58452e-05 8.01568e-05 4.81569e-35 2.61719e-05 2.14045e-05 4.67043e-05 0 1.08283e-34 2.96461e-05 1.27749e-35 8.37767e-05 6.80765e-05 0.00872182 3.81561e-05 2.86463e-05 Variance: 1.55299e-06 Variances/cluster: 4.12815e-08 1.13526e-07 2.67973e-31 5.31902e-08 4.07665e-08 2.74699e-06 0 0 6.24078e-08 0 9.74973e-08 7.62086e-08 0.156503 4.10244e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #382 of 1000; initialization seed = 493582607 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 498755 Distortion: 0.0489595 Distortions/cluster: 0.00391362 7.74101e-05 0.0446389 3.26327e-05 2.25053e-05 2.98458e-05 3.48071e-05 3.81032e-05 4.67043e-05 2.58561e-05 2.54932e-05 2.51786e-05 4.81569e-35 1.85027e-05 2.99459e-05 Variance: 8.2912e-06 Variances/cluster: 0.00391989 1.23845e-07 0.0422886 6.08624e-08 3.64712e-08 6.11545e-08 6.09382e-08 4.08797e-08 2.74699e-06 5.3862e-08 7.26076e-08 4.22419e-08 2.67973e-31 6.29142e-08 7.58063e-08 -------------------------------------------------------------- Initialization seed trial #383 of 1000; initialization seed = 493582608 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 502507 Distortion: 0.0453045 Distortions/cluster: 3.07903e-05 1.27749e-35 2.25667e-05 1.08283e-34 4.67043e-05 3.42212e-05 3.94347e-05 3.57241e-05 3.23738e-05 2.17811e-05 0.000277677 4.90368e-05 3.99696e-05 3.53035e-05 0.0446389 Variance: 7.67223e-06 Variances/cluster: 5.23599e-08 0 3.65707e-08 0 2.74699e-06 3.95586e-08 7.3293e-08 2.95206e-07 4.32767e-08 4.29567e-08 1.83876e-06 8.51064e-08 6.86544e-08 5.95142e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #384 of 1000; initialization seed = 493582609 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 498056 Distortion: 0.0492003 Distortions/cluster: 1.85219e-05 2.05135e-05 4.07957e-05 1.57913e-05 0.00391362 2.84366e-05 2.96888e-05 3.9446e-05 1.68957e-05 4.67839e-05 0.0446389 2.9099e-05 2.43221e-05 3.67128e-05 0.000300791 Variance: 8.33198e-06 Variances/cluster: 3.85837e-08 3.51218e-08 6.98334e-08 3.50888e-08 0.00391989 4.19382e-08 7.57307e-08 3.37107e-07 3.44779e-08 8.44208e-08 0.0422886 6.13853e-08 5.17444e-08 5.98708e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #385 of 1000; initialization seed = 493582610 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 556605 Distortion: 0.0133118 Distortions/cluster: 3.44908e-05 2.86012e-05 4.20705e-05 2.52237e-05 4.67043e-05 0 0.000297453 0.00872182 1.89386e-05 0.00391362 2.23606e-05 7.76792e-05 3.27799e-05 2.7094e-05 2.29791e-05 Variance: 2.25433e-06 Variances/cluster: 6.09179e-08 7.50627e-08 4.48473e-08 7.24593e-08 2.74699e-06 0 6.63905e-07 0.156503 6.33195e-08 0.00391989 4.12517e-08 1.12406e-07 6.07967e-08 5.30168e-08 3.68804e-08 -------------------------------------------------------------- Initialization seed trial #386 of 1000; initialization seed = 493582611 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 556757 Distortion: 0.0132993 Distortions/cluster: 4.67043e-05 2.86012e-05 4.67839e-05 3.12743e-05 2.23215e-05 2.4344e-05 0.000297331 0 0.00872182 3.57241e-05 1.97766e-05 3.35376e-05 3.67128e-05 0.00391362 4.07957e-05 Variance: 2.25222e-06 Variances/cluster: 2.74699e-06 7.50627e-08 8.44208e-08 4.32526e-08 3.63501e-08 4.84897e-08 6.66606e-07 0 0.156503 2.95206e-07 4.02742e-08 3.91303e-08 5.98708e-08 0.00391989 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #387 of 1000; initialization seed = 493582612 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 503171 Distortion: 0.0450624 Distortions/cluster: 9.70233e-05 2.74569e-05 1.96949e-05 3.44908e-05 4.29076e-05 3.28638e-05 0.0446389 2.43786e-05 3.00805e-05 4.81569e-35 3.70447e-05 3.08607e-05 1.08283e-34 4.67043e-05 1.27749e-35 Variance: 7.63123e-06 Variances/cluster: 9.98093e-08 5.61439e-08 6.41321e-08 6.09179e-08 4.45522e-08 6.08393e-08 0.0422886 7.18907e-08 7.59547e-08 2.67973e-31 4.5899e-08 6.08643e-08 0 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #388 of 1000; initialization seed = 493582613 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 572474 Distortion: 0.00941462 Distortions/cluster: 0.00872182 3.75684e-05 3.33079e-05 0 2.17441e-05 4.67043e-05 2.62273e-05 1.08283e-34 3.68291e-05 8.53958e-05 3.96953e-05 0.000309691 2.1474e-05 3.41628e-05 1.27749e-35 Variance: 1.59435e-06 Variances/cluster: 0.156503 6.01044e-08 8.00416e-08 0 3.59365e-08 2.74699e-06 6.12585e-08 0 5.75399e-08 1.01895e-07 4.38099e-08 5.95511e-07 4.74936e-08 7.4731e-08 0 -------------------------------------------------------------- Initialization seed trial #389 of 1000; initialization seed = 493582614 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 502331 Distortion: 0.0453116 Distortions/cluster: 1.27749e-35 1.45841e-05 4.2552e-05 2.41546e-05 2.51849e-05 4.72422e-05 2.53619e-05 4.21075e-05 2.1165e-05 0.000307974 7.86183e-05 1.08283e-34 2.34297e-05 2.03456e-05 0.0446389 Variance: 7.67344e-06 Variances/cluster: 0 5.83178e-08 4.5168e-08 6.23945e-08 3.85636e-08 8.00651e-08 4.5858e-08 6.28416e-08 7.10012e-08 1.71076e-05 1.08429e-07 0 5.97506e-08 4.78566e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #390 of 1000; initialization seed = 493582615 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 556770 Distortion: 0.0133135 Distortions/cluster: 0 2.34656e-05 0.00391362 4.67043e-05 3.25448e-05 0.00872182 1.98062e-05 0.000277999 4.05401e-05 4.27051e-05 3.27527e-05 3.44908e-05 2.3444e-05 2.43786e-05 7.92215e-05 Variance: 2.25461e-06 Variances/cluster: 0 3.71249e-08 0.00391989 2.74699e-06 5.49694e-08 0.156503 6.42853e-08 1.79339e-06 7.34365e-08 4.51866e-08 6.07463e-08 6.09179e-08 4.36532e-08 7.18907e-08 1.09867e-07 -------------------------------------------------------------- Initialization seed trial #391 of 1000; initialization seed = 493582616 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 502846 Distortion: 0.0453183 Distortions/cluster: 1.27749e-35 2.4864e-05 8.38822e-05 7.37681e-05 1.08283e-34 1.72269e-05 2.30635e-05 3.25482e-05 0.0446389 1.15575e-05 1.92126e-05 3.48071e-05 0.000307974 2.58511e-05 2.46666e-05 Variance: 7.67457e-06 Variances/cluster: 0 7.22565e-08 1.08787e-07 5.07995e-08 0 6.3563e-08 4.27853e-08 6.08182e-08 0.0422886 6.17997e-08 6.35975e-08 6.09382e-08 1.71076e-05 5.61933e-08 5.44468e-08 -------------------------------------------------------------- Initialization seed trial #392 of 1000; initialization seed = 493582617 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 707393 Distortion: 0.000465083 Distortions/cluster: 1.08283e-34 0 3.7004e-05 4.67043e-05 6.81933e-05 4.28824e-05 9.82411e-05 3.08605e-05 9.64317e-35 8.366e-05 2.37044e-35 2.74568e-05 1.27749e-35 3.00803e-05 4.81569e-35 Variance: 7.87608e-08 Variances/cluster: 0 0 4.59054e-08 2.74699e-06 7.6254e-08 4.45261e-08 1.00751e-07 6.08638e-08 6.86694e-32 9.74749e-08 0 5.62588e-08 0 7.57631e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #393 of 1000; initialization seed = 493582618 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 557024 Distortion: 0.0133209 Distortions/cluster: 4.67043e-05 2.20046e-05 0.000283136 2.57256e-05 0.00391362 1.70054e-05 3.10718e-05 8.2067e-05 2.21098e-05 6.60723e-05 0 3.27049e-05 3.73887e-05 1.94394e-05 0.00872182 Variance: 2.25586e-06 Variances/cluster: 2.74699e-06 4.69138e-08 9.04513e-07 7.24607e-08 0.00391989 7.83596e-08 4.32115e-08 9.62923e-08 3.6064e-08 7.4048e-08 0 3.86549e-08 2.99073e-07 4.00773e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #394 of 1000; initialization seed = 493582619 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 572708 Distortion: 0.00941484 Distortions/cluster: 2.85345e-05 3.45646e-05 1.08283e-34 9.7061e-05 2.87715e-05 1.27749e-35 3.80351e-05 0.00872182 0 0.000299528 2.4864e-05 3.27902e-05 4.67043e-05 4.29557e-05 1.92126e-05 Variance: 1.59438e-06 Variances/cluster: 5.57265e-08 6.09405e-08 0 9.98481e-08 7.51155e-08 0 4.64357e-08 0.156503 0 6.17534e-07 7.22565e-08 6.08158e-08 2.74699e-06 4.4556e-08 6.35975e-08 -------------------------------------------------------------- Initialization seed trial #395 of 1000; initialization seed = 493582620 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 513104 Distortion: 0.0363601 Distortions/cluster: 2.4081e-05 2.94601e-05 4.23707e-05 1.08283e-34 5.08909e-05 4.24503e-05 0.0356196 1.19718e-05 1.27517e-05 1.27749e-35 2.37044e-35 5.9151e-05 0.000254915 0.000186436 2.6026e-05 Variance: 6.1575e-06 Variances/cluster: 7.10133e-08 5.92563e-08 7.73126e-08 0 5.48337e-08 6.49031e-08 0.035575 5.56649e-08 5.22441e-08 0 0 4.67553e-08 3.37158e-07 9.32104e-05 5.70561e-08 -------------------------------------------------------------- Initialization seed trial #396 of 1000; initialization seed = 493582621 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 498223 Distortion: 0.04923 Distortions/cluster: 1.37468e-05 1.3964e-05 0.0446389 1.49097e-05 8.33627e-05 4.67043e-05 0.00391362 6.6306e-05 2.38155e-05 1.60424e-05 0.0002968 1.54613e-05 2.86012e-05 3.78274e-05 1.98926e-05 Variance: 8.337e-06 Variances/cluster: 3.10987e-08 3.42226e-08 0.0422886 3.60107e-08 9.73555e-08 2.74699e-06 0.00391989 7.43933e-08 4.80107e-08 3.73911e-08 6.80678e-07 3.57043e-08 7.50627e-08 3.00181e-07 3.47127e-08 -------------------------------------------------------------- Initialization seed trial #397 of 1000; initialization seed = 493582622 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 574519 Distortion: 0.00915782 Distortions/cluster: 3.28638e-05 1.27749e-35 4.22437e-05 1.08283e-34 4.67043e-05 0 3.44908e-05 0.00872182 4.45648e-05 9.46155e-05 2.43786e-05 4.72422e-05 4.81569e-35 4.91981e-05 1.96949e-05 Variance: 1.55086e-06 Variances/cluster: 6.08393e-08 0 6.36145e-08 0 2.74699e-06 0 6.09179e-08 0.156503 4.47847e-08 1.0151e-07 7.18907e-08 8.00651e-08 2.67973e-31 5.15647e-08 6.41321e-08 -------------------------------------------------------------- Initialization seed trial #398 of 1000; initialization seed = 493582623 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 503057 Distortion: 0.0450817 Distortions/cluster: 1.27749e-35 2.42847e-05 2.24469e-05 2.84612e-05 1.08283e-34 7.18292e-05 0.0446389 8.37767e-05 4.81569e-35 4.67043e-05 1.99894e-05 2.5573e-05 3.41158e-05 1.75448e-05 6.80765e-05 Variance: 7.6345e-06 Variances/cluster: 0 4.93548e-08 4.00086e-08 6.46794e-08 0 1.27345e-07 0.0422886 9.74973e-08 2.67973e-31 2.74699e-06 3.79261e-08 7.45509e-08 3.90754e-08 5.25241e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #399 of 1000; initialization seed = 493582624 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 50 BIC score: 503395 Distortion: 0.0450682 Distortions/cluster: 4.81569e-35 4.18146e-05 1.91944e-05 2.96641e-05 1.08283e-34 2.23127e-05 1.08941e-05 4.72422e-05 1.27749e-35 9.46155e-05 2.30833e-05 4.91981e-05 4.67043e-05 4.45648e-05 0.0446389 Variance: 7.63221e-06 Variances/cluster: 2.67973e-31 6.30633e-08 6.439e-08 6.07671e-08 0 4.89156e-08 5.52826e-08 8.00651e-08 0 1.0151e-07 7.37255e-08 5.15647e-08 2.74699e-06 4.47847e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #400 of 1000; initialization seed = 493582625 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 572703 Distortion: 0.00941484 Distortions/cluster: 0.000299669 3.44908e-05 4.67043e-05 2.87715e-05 1.27749e-35 4.2689e-05 2.43786e-05 3.77383e-05 0.00872182 0 3.28638e-05 1.96949e-05 1.08283e-34 2.88994e-05 9.7125e-05 Variance: 1.59439e-06 Variances/cluster: 6.14026e-07 6.09179e-08 2.74699e-06 7.51155e-08 0 4.44638e-08 7.18907e-08 4.62995e-08 0.156503 0 6.08393e-08 6.41321e-08 0 5.60016e-08 9.98112e-08 -------------------------------------------------------------- Initialization seed trial #401 of 1000; initialization seed = 493582626 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 502254 Distortion: 0.045299 Distortions/cluster: 1.6758e-05 2.05932e-05 0.000300791 3.07821e-05 4.90368e-05 3.99696e-05 1.9786e-05 0.0446389 4.06138e-05 4.08979e-05 3.53035e-05 1.08283e-34 2.02639e-05 1.27749e-35 4.53126e-05 Variance: 7.6713e-06 Variances/cluster: 3.97073e-08 3.55014e-08 1.87971e-05 4.26308e-08 8.51064e-08 6.86544e-08 3.49545e-08 0.0422886 6.09764e-08 3.37961e-07 5.95142e-08 0 4.13508e-08 0 7.96292e-08 -------------------------------------------------------------- Initialization seed trial #402 of 1000; initialization seed = 493582627 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 498545 Distortion: 0.0489664 Distortions/cluster: 4.05825e-05 2.86463e-05 2.94324e-05 0.00391362 2.56419e-05 2.0846e-05 0.0446389 4.67043e-05 2.07909e-05 2.03216e-05 3.67534e-05 2.02467e-05 4.81569e-35 4.75489e-05 7.63919e-05 Variance: 8.29237e-06 Variances/cluster: 6.94685e-08 7.5181e-08 6.24842e-08 0.00391989 5.26481e-08 4.00846e-08 0.0422886 2.74699e-06 3.54147e-08 4.03972e-08 6.05294e-08 3.98523e-08 2.67973e-31 8.47307e-08 1.12995e-07 -------------------------------------------------------------- Initialization seed trial #403 of 1000; initialization seed = 493582628 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 92 BIC score: 556551 Distortion: 0.013307 Distortions/cluster: 2.61316e-05 0 4.09224e-05 3.32281e-05 2.19964e-05 2.86463e-05 0.00872182 2.97415e-05 0.000307974 2.60888e-05 2.29193e-05 3.37304e-05 2.21275e-05 7.80506e-05 0.00391362 Variance: 2.25351e-06 Variances/cluster: 5.32163e-08 0 4.38573e-08 8.00423e-08 4.09577e-08 7.5181e-08 0.156503 6.2346e-08 1.71076e-05 6.13652e-08 3.68435e-08 7.3624e-08 4.86161e-08 1.12943e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #404 of 1000; initialization seed = 493582629 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 688682 Distortion: 0.000694893 Distortions/cluster: 4.06315e-05 4.67839e-05 4.58043e-05 2.37044e-35 3.73047e-05 0.000307974 4.14888e-05 4.07957e-05 0 2.4313e-05 2.8278e-05 1.27749e-35 1.08283e-34 8.15183e-05 9.64317e-35 Variance: 1.17679e-07 Variances/cluster: 6.11867e-08 8.44208e-08 7.96533e-08 0 6.0737e-08 1.71076e-05 4.46557e-08 6.98334e-08 0 3.79254e-08 5.01335e-08 0 0 1.0697e-07 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #405 of 1000; initialization seed = 493582630 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 503250 Distortion: 0.0450805 Distortions/cluster: 6.81933e-05 1.25053e-05 2.43621e-05 1.08283e-34 4.81569e-35 0.0446389 2.22677e-05 4.67043e-05 4.05639e-05 7.88843e-05 8.366e-05 2.23566e-05 1.9419e-05 2.26375e-05 1.27749e-35 Variance: 7.63429e-06 Variances/cluster: 7.6254e-08 6.12955e-08 5.43748e-08 0 2.67973e-31 0.0422886 3.62625e-08 2.74699e-06 4.37073e-08 1.15486e-07 9.74749e-08 4.11684e-08 7.41129e-08 5.00789e-08 0 -------------------------------------------------------------- Initialization seed trial #406 of 1000; initialization seed = 493582631 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 499047 Distortion: 0.0489679 Distortions/cluster: 4.67043e-05 1.55206e-05 0.00391362 2.83349e-05 2.45642e-05 3.12744e-05 0.0446389 3.02112e-05 1.90592e-05 2.40201e-05 4.34882e-05 3.43022e-05 4.81569e-35 9.6703e-05 2.11739e-05 Variance: 8.29262e-06 Variances/cluster: 2.74699e-06 5.96754e-08 0.00391989 5.72371e-08 6.41151e-08 6.06044e-08 0.0422886 7.57112e-08 4.62452e-08 6.03328e-08 4.53908e-08 4.42558e-08 2.67973e-31 9.77699e-08 7.05577e-08 -------------------------------------------------------------- Initialization seed trial #407 of 1000; initialization seed = 493582632 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 572319 Distortion: 0.00940957 Distortions/cluster: 4.34495e-05 2.61723e-05 2.22475e-05 7.95391e-05 1.08283e-34 0.00872182 3.73047e-05 2.04141e-05 2.06641e-05 0.000307974 0 4.24086e-05 4.67839e-05 1.27749e-35 4.07957e-05 Variance: 1.59349e-06 Variances/cluster: 7.74439e-08 4.84626e-08 3.67685e-08 1.08354e-07 0 0.156503 6.0737e-08 4.05006e-08 3.98117e-08 1.71076e-05 0 6.31966e-08 8.44208e-08 0 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #408 of 1000; initialization seed = 493582633 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 572888 Distortion: 0.0094109 Distortions/cluster: 4.72422e-05 2.03456e-05 4.44724e-05 2.47793e-05 1.45841e-05 1.08283e-34 9.3938e-05 2.34297e-05 2.1165e-05 0.000307974 0 4.22437e-05 4.8904e-05 1.27749e-35 0.00872182 Variance: 1.59372e-06 Variances/cluster: 8.00651e-08 4.78566e-08 4.47369e-08 6.38432e-08 5.83178e-08 0 1.00352e-07 5.97506e-08 7.10012e-08 1.71076e-05 0 6.36145e-08 5.15265e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #409 of 1000; initialization seed = 493582634 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 503254 Distortion: 0.0450609 Distortions/cluster: 2.97647e-05 3.78274e-05 4.81569e-35 2.22907e-05 3.06463e-05 4.67043e-05 3.28567e-05 1.08283e-34 2.30806e-05 1.27749e-35 3.00268e-05 0.0446389 6.6306e-05 1.91579e-05 8.33627e-05 Variance: 7.63098e-06 Variances/cluster: 6.11135e-08 3.00181e-07 2.67973e-31 3.62998e-08 4.30994e-08 2.74699e-06 3.86972e-08 0 4.91031e-08 0 7.58193e-08 0.0422886 7.43933e-08 3.94158e-08 9.73555e-08 -------------------------------------------------------------- Initialization seed trial #410 of 1000; initialization seed = 493582635 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 604327 Distortion: 0.00462552 Distortions/cluster: 2.2483e-05 9.64317e-35 1.84858e-05 2.25157e-05 4.04671e-05 0.00391362 0.000281971 2.37044e-35 0 7.88843e-05 2.2821e-05 8.21566e-05 4.67043e-05 2.72113e-05 6.81933e-05 Variance: 7.83322e-07 Variances/cluster: 4.12493e-08 6.86694e-32 8.55756e-08 4.77996e-08 4.37917e-08 0.00391989 9.39825e-07 0 0 1.15486e-07 3.66266e-08 9.60592e-08 2.74699e-06 7.23646e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #411 of 1000; initialization seed = 493582636 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 557748 Distortion: 0.0130618 Distortions/cluster: 2.11373e-05 0.00391362 3.73047e-05 0.00872182 2.30136e-05 4.81569e-35 4.67043e-05 2.08307e-05 4.1794e-05 0 7.77677e-05 4.67839e-05 4.07957e-05 2.30061e-05 4.72422e-05 Variance: 2.21199e-06 Variances/cluster: 4.05671e-08 0.00391989 6.0737e-08 0.156503 3.75383e-08 2.67973e-31 2.74699e-06 4.10017e-08 6.25604e-08 0 1.10928e-07 8.44208e-08 6.98334e-08 4.31593e-08 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #412 of 1000; initialization seed = 493582637 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 502339 Distortion: 0.0453027 Distortions/cluster: 3.53035e-05 3.32995e-05 1.27749e-35 4.90368e-05 3.82031e-05 2.48215e-05 0.0446389 3.99696e-05 4.35604e-05 3.14729e-05 2.2366e-05 0.000297331 1.97726e-05 2.86012e-05 1.08283e-34 Variance: 7.67191e-06 Variances/cluster: 5.95142e-08 3.8989e-08 0 8.51064e-08 3.15692e-07 4.93425e-08 0.0422886 6.86544e-08 2.7222e-06 4.33474e-08 3.63634e-08 6.66606e-07 4.03484e-08 7.50627e-08 0 -------------------------------------------------------------- Initialization seed trial #413 of 1000; initialization seed = 493582638 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 71 BIC score: 498402 Distortion: 0.0492041 Distortions/cluster: 3.42212e-05 3.31963e-05 2.48123e-05 3.94347e-05 3.36824e-05 2.17811e-05 1.86216e-05 4.67043e-05 0.00391362 0.000277677 3.07903e-05 3.57241e-05 3.23738e-05 0.0446389 2.25667e-05 Variance: 8.33262e-06 Variances/cluster: 3.95586e-08 6.17983e-08 7.10731e-08 7.3293e-08 5.91764e-08 4.29567e-08 6.31039e-08 2.74699e-06 0.00391989 1.83876e-06 5.23599e-08 2.95206e-07 4.32767e-08 0.0422886 3.65707e-08 -------------------------------------------------------------- Initialization seed trial #414 of 1000; initialization seed = 493582639 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 502149 Distortion: 0.0453105 Distortions/cluster: 1.08283e-34 0.000307974 2.62273e-05 7.80506e-05 3.41628e-05 2.1474e-05 1.27749e-35 2.19964e-05 2.29958e-05 2.93543e-05 3.33079e-05 4.08461e-05 2.90326e-05 0.0446389 2.61316e-05 Variance: 7.67324e-06 Variances/cluster: 0 1.71076e-05 6.12585e-08 1.12943e-07 7.4731e-08 4.74936e-08 0 4.09577e-08 3.69071e-08 6.17935e-08 8.00416e-08 4.38224e-08 7.5797e-08 0.0422886 5.32163e-08 -------------------------------------------------------------- Initialization seed trial #415 of 1000; initialization seed = 493582640 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 65 BIC score: 498178 Distortion: 0.0492222 Distortions/cluster: 1.0777e-05 2.96057e-05 0.00391362 7.82999e-05 2.30833e-05 4.20705e-05 2.23711e-05 0.000297016 1.93123e-05 2.17412e-05 2.7094e-05 4.67043e-05 0.0446389 2.29791e-05 2.86012e-05 Variance: 8.33568e-06 Variances/cluster: 5.49674e-08 6.0772e-08 0.00391989 1.1137e-07 7.37255e-08 4.48473e-08 4.89362e-08 6.64411e-07 6.45688e-08 4.10172e-08 5.30168e-08 2.74699e-06 0.0422886 3.68804e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #416 of 1000; initialization seed = 493582641 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 62 BIC score: 498893 Distortion: 0.0489471 Distortions/cluster: 0.00391362 4.07957e-05 2.35247e-05 3.67128e-05 4.67043e-05 1.92403e-05 2.86463e-05 3.11248e-05 4.81569e-35 2.95988e-05 4.67839e-05 3.33853e-05 3.57241e-05 2.2302e-05 0.0446389 Variance: 8.28909e-06 Variances/cluster: 0.00391989 6.98334e-08 4.86004e-08 5.98708e-08 2.74699e-06 3.98312e-08 7.5181e-08 4.31652e-08 2.67973e-31 6.24396e-08 8.44208e-08 3.89981e-08 2.95206e-07 3.63182e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #417 of 1000; initialization seed = 493582642 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 556929 Distortion: 0.0133213 Distortions/cluster: 2.96543e-05 2.61887e-05 2.41322e-05 4.67043e-05 0 2.94601e-05 0.000298988 0.00391362 0.00872182 2.87959e-05 3.7643e-05 4.2689e-05 1.25394e-05 9.7125e-05 1.19718e-05 Variance: 2.25594e-06 Variances/cluster: 7.56427e-08 5.71621e-08 7.09548e-08 2.74699e-06 0 5.92563e-08 6.18973e-07 0.00391989 0.156503 5.61273e-08 4.62393e-08 4.44638e-08 5.20141e-08 9.98112e-08 5.56649e-08 -------------------------------------------------------------- Initialization seed trial #418 of 1000; initialization seed = 493582643 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 513197 Distortion: 0.0363183 Distortions/cluster: 1.27749e-35 3.08605e-05 2.37044e-35 4.29076e-05 0.000307974 3.00803e-05 0.0356196 3.99696e-05 0 4.90368e-05 9.75704e-05 3.58899e-05 2.74568e-05 3.70447e-05 1.08283e-34 Variance: 6.15044e-06 Variances/cluster: 0 6.08638e-08 0 4.45522e-08 1.71076e-05 7.57631e-08 0.035575 6.86544e-08 0 8.51064e-08 1.00269e-07 6.04009e-08 5.62588e-08 4.5899e-08 0 -------------------------------------------------------------- Initialization seed trial #419 of 1000; initialization seed = 493582644 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 556887 Distortion: 0.0132945 Distortions/cluster: 3.36824e-05 3.80062e-05 3.51506e-05 1.96949e-05 3.26153e-05 2.07945e-05 3.97025e-05 3.50058e-05 4.67043e-05 0 0.000300762 3.25482e-05 0.00872182 0.00391362 2.43786e-05 Variance: 2.25139e-06 Variances/cluster: 5.91764e-08 7.64653e-08 5.51762e-08 6.41321e-08 3.84581e-08 3.52409e-08 4.70926e-08 5.80478e-08 2.74699e-06 0 2.54854e-06 6.08182e-08 0.156503 0.00391989 7.18907e-08 -------------------------------------------------------------- Initialization seed trial #420 of 1000; initialization seed = 493582645 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 556756 Distortion: 0.0132967 Distortions/cluster: 2.97647e-05 3.53035e-05 0.00391362 2.27887e-05 2.22907e-05 4.67043e-05 1.93288e-05 0 3.99696e-05 4.90368e-05 0.000300632 3.28124e-05 3.00268e-05 0.00872182 3.25794e-05 Variance: 2.25177e-06 Variances/cluster: 6.11135e-08 5.95142e-08 0.00391989 4.84822e-08 3.62998e-08 2.74699e-06 3.96044e-08 0 6.86544e-08 8.51064e-08 2.56921e-06 3.86905e-08 7.58193e-08 0.156503 4.55616e-08 -------------------------------------------------------------- Initialization seed trial #421 of 1000; initialization seed = 493582646 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 58 BIC score: 557899 Distortion: 0.0130565 Distortions/cluster: 2.14045e-05 4.81569e-35 3.58899e-05 4.90368e-05 2.96461e-05 3.99696e-05 4.17764e-05 0.00872182 2.86463e-05 0 2.61719e-05 2.29193e-05 0.00391362 7.8852e-05 4.67043e-05 Variance: 2.21109e-06 Variances/cluster: 4.07665e-08 2.67973e-31 6.04009e-08 8.51064e-08 6.24078e-08 6.86544e-08 4.46767e-08 0.156503 7.5181e-08 0 5.31902e-08 3.68435e-08 0.00391989 1.11995e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #422 of 1000; initialization seed = 493582647 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 498106 Distortion: 0.0492208 Distortions/cluster: 2.39416e-05 1.90592e-05 2.1424e-05 1.51783e-05 4.67043e-05 0.00391362 2.72422e-05 7.50724e-05 0.0446389 2.47355e-05 2.41102e-05 2.87034e-05 4.12444e-05 2.30012e-05 0.000297803 Variance: 8.33544e-06 Variances/cluster: 6.26536e-08 4.62452e-08 7.09182e-08 5.90404e-08 2.74699e-06 0.00391989 5.32027e-08 1.17842e-07 0.0422886 4.20632e-08 6.04074e-08 7.51338e-08 4.40607e-08 3.69157e-08 6.5446e-07 -------------------------------------------------------------- Initialization seed trial #423 of 1000; initialization seed = 493582648 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 604685 Distortion: 0.00460418 Distortions/cluster: 0 0.00391362 0.000307974 4.45648e-05 4.18146e-05 4.72422e-05 2.96641e-05 1.08941e-05 2.30833e-05 4.91981e-05 9.46155e-05 2.23127e-05 9.64317e-35 1.91944e-05 2.37044e-35 Variance: 7.79709e-07 Variances/cluster: 0 0.00391989 1.71076e-05 4.47847e-08 6.30633e-08 8.00651e-08 6.07671e-08 5.52826e-08 7.37255e-08 5.15647e-08 1.0151e-07 4.89156e-08 6.86694e-32 6.439e-08 0 -------------------------------------------------------------- Initialization seed trial #424 of 1000; initialization seed = 493582649 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 507954 Distortion: 0.0402236 Distortions/cluster: 0.00391362 2.31056e-05 4.18847e-05 3.58899e-05 2.16866e-05 2.7154e-05 0.000297453 3.99696e-05 0.0356196 7.89067e-05 2.37044e-35 2.86012e-05 4.67043e-05 0 4.90368e-05 Variance: 6.81178e-06 Variances/cluster: 0.00391989 3.69647e-08 4.47925e-08 6.04009e-08 4.09915e-08 5.30305e-08 6.63905e-07 6.86544e-08 0.035575 1.11914e-07 0 7.50627e-08 2.74699e-06 0 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #425 of 1000; initialization seed = 493582650 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 502786 Distortion: 0.0453224 Distortions/cluster: 1.07324e-05 1.55919e-05 0.000307974 1.79987e-05 1.17151e-05 1.08283e-34 4.08682e-05 2.40032e-05 1.27749e-35 1.85751e-05 4.94716e-05 4.81839e-05 4.42173e-05 9.40994e-05 0.0446389 Variance: 7.67525e-06 Variances/cluster: 4.89906e-08 3.96612e-08 1.71076e-05 6.66408e-08 5.5242e-08 0 6.32579e-08 6.46774e-08 0 6.47015e-08 8.03046e-08 5.10367e-08 4.47051e-08 1.0031e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #426 of 1000; initialization seed = 493582651 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 572577 Distortion: 0.00940266 Distortions/cluster: 3.35214e-05 2.36116e-05 3.2895e-05 8.254e-05 1.94952e-05 1.08283e-34 3.48071e-05 4.03087e-05 2.20428e-05 4.11978e-05 0 1.27749e-35 4.24507e-05 0.000307974 0.00872182 Variance: 1.59232e-06 Variances/cluster: 6.22874e-08 6.96288e-08 5.30514e-08 1.0487e-07 6.41085e-08 0 6.09382e-08 4.40013e-08 3.61908e-08 6.30846e-08 0 0 7.73175e-08 1.71076e-05 0.156503 -------------------------------------------------------------- Initialization seed trial #427 of 1000; initialization seed = 493582652 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 572443 Distortion: 0.0094122 Distortions/cluster: 4.67839e-05 2.16866e-05 1.08283e-34 3.73047e-05 7.89067e-05 4.20705e-05 4.07957e-05 1.27749e-35 2.29791e-05 2.86012e-05 0.000297453 2.7094e-05 0 4.67043e-05 0.00872182 Variance: 1.59394e-06 Variances/cluster: 8.44208e-08 4.09915e-08 0 6.0737e-08 1.11914e-07 4.48473e-08 6.98334e-08 0 3.68804e-08 7.50627e-08 6.63905e-07 5.30168e-08 0 2.74699e-06 0.156503 -------------------------------------------------------------- Initialization seed trial #428 of 1000; initialization seed = 493582653 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 572441 Distortion: 0.0094122 Distortions/cluster: 1.27749e-35 0 4.67043e-05 0.00872182 4.07184e-05 4.12548e-05 2.68236e-05 2.28812e-05 1.08283e-34 7.97043e-05 3.72578e-05 0.000297613 2.17412e-05 4.6908e-05 2.87715e-05 Variance: 1.59394e-06 Variances/cluster: 0 0 2.74699e-06 0.156503 6.9701e-08 4.40247e-08 5.29018e-08 3.68415e-08 0 1.12885e-07 6.07595e-08 6.59842e-07 4.10172e-08 8.44922e-08 7.51155e-08 -------------------------------------------------------------- Initialization seed trial #429 of 1000; initialization seed = 493582654 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 556608 Distortion: 0.0133118 Distortions/cluster: 2.50109e-05 2.86012e-05 0.00872182 1.91514e-05 2.29791e-05 0.000297453 0.00391362 4.20705e-05 3.27799e-05 3.44908e-05 2.7094e-05 7.82999e-05 0 2.17412e-05 4.67043e-05 Variance: 2.25433e-06 Variances/cluster: 7.22633e-08 7.50627e-08 0.156503 6.36054e-08 3.68804e-08 6.63905e-07 0.00391989 4.48473e-08 6.07967e-08 6.09179e-08 5.30168e-08 1.1137e-07 0 4.10172e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #430 of 1000; initialization seed = 493582655 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 556641 Distortion: 0.0133391 Distortions/cluster: 2.25768e-05 2.17418e-05 2.26179e-05 1.58649e-05 2.19318e-05 0.00391362 2.0246e-05 1.90377e-05 0.00872182 4.67043e-05 7.37964e-05 0 6.80765e-05 8.37767e-05 0.000287327 Variance: 2.25896e-06 Variances/cluster: 5.40066e-08 4.79912e-08 4.04575e-08 6.5824e-08 4.12991e-08 0.00391989 3.47829e-08 3.9412e-08 0.156503 2.74699e-06 1.19401e-07 0 7.62086e-08 9.74973e-08 1.15383e-06 -------------------------------------------------------------- Initialization seed trial #431 of 1000; initialization seed = 493582656 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 63 BIC score: 556807 Distortion: 0.0133108 Distortions/cluster: 8.366e-05 2.91437e-05 4.17482e-05 1.6707e-05 0.00872182 0.00391362 1.79548e-05 2.94707e-05 2.03908e-05 0 2.34269e-05 6.73163e-05 1.62628e-05 2.84588e-05 0.000300791 Variance: 2.25415e-06 Variances/cluster: 9.74749e-08 4.22335e-08 3.39376e-07 3.43735e-08 0.156503 0.00391989 3.83612e-08 6.28322e-08 3.50316e-08 0 4.88016e-08 7.54422e-08 3.54277e-08 7.48856e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #432 of 1000; initialization seed = 493582657 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 503105 Distortion: 0.0450657 Distortions/cluster: 4.2926e-05 2.62273e-05 0.0446389 3.6773e-05 1.27749e-35 3.41628e-05 9.67041e-05 4.81569e-35 3.00803e-05 2.1474e-05 1.08283e-34 2.75883e-05 3.08605e-05 3.33079e-05 4.67043e-05 Variance: 7.63179e-06 Variances/cluster: 4.47107e-08 6.12585e-08 0.0422886 4.56189e-08 0 7.4731e-08 9.93786e-08 2.67973e-31 7.57631e-08 4.74936e-08 0 5.62975e-08 6.08638e-08 8.00416e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #433 of 1000; initialization seed = 493582658 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 507286 Distortion: 0.0402164 Distortions/cluster: 2.67466e-05 4.67839e-05 7.41267e-05 2.10064e-05 2.87715e-05 0.0356196 3.73047e-05 4.67043e-05 2.2751e-05 0.000297613 4.07957e-05 0.00391362 2.37044e-35 2.07172e-05 1.99449e-05 Variance: 6.81057e-06 Variances/cluster: 5.275e-08 8.44208e-08 1.16724e-07 3.55398e-08 7.51155e-08 0.035575 6.0737e-08 2.74699e-06 4.10628e-08 6.59842e-07 6.98334e-08 0.00391989 0 4.0539e-08 3.97273e-08 -------------------------------------------------------------- Initialization seed trial #434 of 1000; initialization seed = 493582659 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 556962 Distortion: 0.0133214 Distortions/cluster: 1.89788e-05 0.00872182 4.28e-05 3.27799e-05 0.000295276 3.62567e-05 1.15485e-05 0 2.51848e-05 4.67043e-05 0.00391362 9.71447e-05 1.74113e-05 3.44908e-05 2.73598e-05 Variance: 2.25595e-06 Variances/cluster: 6.34539e-08 0.156503 4.46259e-08 6.07967e-08 6.44655e-07 4.53158e-08 6.14228e-08 0 7.23474e-08 2.74699e-06 0.00391989 9.97289e-08 6.3309e-08 6.09179e-08 5.69944e-08 -------------------------------------------------------------- Initialization seed trial #435 of 1000; initialization seed = 493582660 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 68 BIC score: 502220 Distortion: 0.0453153 Distortions/cluster: 4.67043e-05 7.82999e-05 2.86012e-05 2.36116e-05 2.17412e-05 1.94952e-05 0.000297453 2.7094e-05 0.0446389 3.48071e-05 1.08283e-34 1.27749e-35 4.20705e-05 2.29791e-05 3.35214e-05 Variance: 7.67406e-06 Variances/cluster: 2.74699e-06 1.1137e-07 7.50627e-08 6.96288e-08 4.10172e-08 6.41085e-08 6.63905e-07 5.30168e-08 0.0422886 6.09382e-08 0 0 4.48473e-08 3.68804e-08 6.22874e-08 -------------------------------------------------------------- Initialization seed trial #436 of 1000; initialization seed = 493582661 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 502407 Distortion: 0.0453127 Distortions/cluster: 3.77449e-05 8.57833e-05 1.08283e-34 3.99423e-05 2.4081e-05 2.14667e-05 0.0446389 1.19718e-05 2.6026e-05 3.7205e-05 3.93613e-05 2.94601e-05 1.27749e-35 1.27517e-05 0.000307974 Variance: 7.67361e-06 Variances/cluster: 6.02903e-08 1.02358e-07 0 4.37925e-08 7.10133e-08 3.58333e-08 0.0422886 5.56649e-08 5.70561e-08 5.76767e-08 7.65724e-08 5.92563e-08 0 5.22441e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #437 of 1000; initialization seed = 493582662 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 63 BIC score: 556457 Distortion: 0.0133178 Distortions/cluster: 2.07007e-05 2.0552e-05 2.50318e-05 2.60816e-05 0.00391362 7.93404e-05 0.00872182 3.42626e-05 4.13986e-05 1.89618e-05 4.67043e-05 0.000314557 3.26327e-05 0 2.21424e-05 Variance: 2.25534e-06 Variances/cluster: 3.99593e-08 4.04531e-08 7.23235e-08 4.83842e-08 0.00391989 1.08527e-07 0.156503 6.009e-08 6.15083e-08 6.3397e-08 2.74699e-06 5.58672e-07 6.08624e-08 0 3.67162e-08 -------------------------------------------------------------- Initialization seed trial #438 of 1000; initialization seed = 493582663 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 512776 Distortion: 0.0363126 Distortions/cluster: 2.85345e-05 4.67043e-05 0.000299528 1.08283e-34 2.36116e-05 9.7061e-05 0.0356196 1.94952e-05 3.35214e-05 2.37044e-35 3.48071e-05 2.87715e-05 3.80351e-05 1.27749e-35 4.29557e-05 Variance: 6.14946e-06 Variances/cluster: 5.57265e-08 2.74699e-06 6.17534e-07 0 6.96288e-08 9.98481e-08 0.035575 6.41085e-08 6.22874e-08 0 6.09382e-08 7.51155e-08 4.64357e-08 0 4.4556e-08 -------------------------------------------------------------- Initialization seed trial #439 of 1000; initialization seed = 493582664 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 688682 Distortion: 0.000694886 Distortions/cluster: 1.08283e-34 8.23374e-05 4.31539e-05 4.09579e-05 4.07184e-05 3.72578e-05 1.27749e-35 0 2.38056e-05 9.64317e-35 4.6908e-05 2.99386e-05 0.000307974 4.18341e-05 2.37044e-35 Variance: 1.17678e-07 Variances/cluster: 0 1.06232e-07 7.73306e-08 4.43229e-08 6.9701e-08 6.07595e-08 0 0 3.76628e-08 6.86694e-32 8.44922e-08 5.12598e-08 1.71076e-05 6.31881e-08 0 -------------------------------------------------------------- Initialization seed trial #440 of 1000; initialization seed = 493582665 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 507865 Distortion: 0.0402195 Distortions/cluster: 4.29557e-05 3.80351e-05 9.7061e-05 1.92731e-05 2.32928e-05 0.000299093 2.85345e-05 2.97306e-05 0.0356196 0.00391362 1.11638e-05 2.87715e-05 2.37044e-35 2.16893e-05 4.67043e-05 Variance: 6.81109e-06 Variances/cluster: 4.4556e-08 4.64357e-08 9.98481e-08 6.44378e-08 7.46329e-08 6.1791e-07 5.57265e-08 6.07788e-08 0.035575 0.00391989 5.55236e-08 7.51155e-08 0 4.8076e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #441 of 1000; initialization seed = 493582666 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 498667 Distortion: 0.0492222 Distortions/cluster: 0.000300791 0.00391362 2.14162e-05 3.11934e-05 1.85729e-05 0.0446389 8.366e-05 9.19694e-06 2.97717e-05 1.8014e-05 1.34797e-05 6.73163e-05 2.01404e-05 1.58348e-05 4.03028e-05 Variance: 8.33569e-06 Variances/cluster: 1.87971e-05 0.00391989 3.56896e-08 3.76699e-08 3.84495e-08 0.0422886 9.74749e-08 5.933e-08 4.2895e-08 4.82908e-08 4.63183e-08 7.54422e-08 5.50232e-08 6.97517e-08 3.38639e-07 -------------------------------------------------------------- Initialization seed trial #442 of 1000; initialization seed = 493582667 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 557038 Distortion: 0.0133196 Distortions/cluster: 1.54704e-05 0 1.88899e-05 3.27905e-05 3.78274e-05 2.17984e-05 0.00872182 2.20889e-05 3.04905e-05 6.6306e-05 0.00391362 4.67043e-05 0.000286448 8.33627e-05 2.20241e-05 Variance: 2.25566e-06 Variances/cluster: 6.52705e-08 0 3.87845e-08 3.86647e-08 3.00181e-07 4.97635e-08 0.156503 3.61478e-08 4.31228e-08 7.43933e-08 0.00391989 2.74699e-06 1.21367e-06 9.73555e-08 4.90475e-08 -------------------------------------------------------------- Initialization seed trial #443 of 1000; initialization seed = 493582668 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 502919 Distortion: 0.0450804 Distortions/cluster: 2.12954e-05 1.08283e-34 2.92997e-05 2.19237e-05 4.81569e-35 2.07597e-05 7.60108e-05 4.67043e-05 0.0446389 2.98939e-05 1.27749e-35 8.37767e-05 1.87991e-05 6.80765e-05 2.49518e-05 Variance: 7.63428e-06 Variances/cluster: 4.01762e-08 0 6.10362e-08 4.1284e-08 2.67973e-31 3.53015e-08 1.15332e-07 2.74699e-06 0.0422886 7.58668e-08 0 9.74973e-08 3.908e-08 7.62086e-08 5.29715e-08 -------------------------------------------------------------- Initialization seed trial #444 of 1000; initialization seed = 493582669 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 556687 Distortion: 0.0133198 Distortions/cluster: 4.67043e-05 0 3.99696e-05 2.00102e-05 2.7128e-05 4.90368e-05 0.00391362 1.87361e-05 2.30574e-05 4.20705e-05 0.00872182 2.16866e-05 7.89067e-05 0.000281128 3.58899e-05 Variance: 2.25568e-06 Variances/cluster: 2.74699e-06 0 6.86544e-08 7.87743e-08 5.31874e-08 8.51064e-08 0.00391989 6.73904e-08 3.69468e-08 4.48473e-08 0.156503 4.09915e-08 1.11914e-07 9.49677e-07 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #445 of 1000; initialization seed = 493582670 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 574296 Distortion: 0.0091704 Distortions/cluster: 4.10797e-05 8.37767e-05 0 6.80765e-05 2.96461e-05 1.08283e-34 2.29193e-05 4.67043e-05 8.01568e-05 1.27749e-35 4.81569e-35 2.61719e-05 0.00872182 2.86463e-05 2.14045e-05 Variance: 1.55299e-06 Variances/cluster: 4.39787e-08 9.74973e-08 0 7.62086e-08 6.24078e-08 0 3.68435e-08 2.74699e-06 1.13526e-07 0 2.67973e-31 5.31902e-08 0.156503 7.5181e-08 4.07665e-08 -------------------------------------------------------------- Initialization seed trial #446 of 1000; initialization seed = 493582671 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 574283 Distortion: 0.00917039 Distortions/cluster: 2.86463e-05 1.08283e-34 8.366e-05 4.81569e-35 0.00872182 3.84321e-05 2.63314e-05 7.86324e-05 2.52487e-05 2.97415e-05 6.81933e-05 0 4.67043e-05 2.29829e-05 1.27749e-35 Variance: 1.55299e-06 Variances/cluster: 7.5181e-08 0 9.74749e-08 2.67973e-31 0.156503 4.11003e-08 5.32975e-08 1.25199e-07 4.22886e-08 6.2346e-08 7.6254e-08 0 2.74699e-06 3.68864e-08 0 -------------------------------------------------------------- Initialization seed trial #447 of 1000; initialization seed = 493582672 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 557886 Distortion: 0.0130564 Distortions/cluster: 2.99459e-05 7.8237e-05 2.27746e-05 4.81569e-35 0.00391362 4.04465e-05 4.67043e-05 2.1872e-05 4.0274e-05 2.60245e-05 3.61391e-05 4.90368e-05 0.00872182 2.95451e-05 0 Variance: 2.21108e-06 Variances/cluster: 7.58063e-08 1.13541e-07 3.65521e-08 2.67973e-31 0.00391989 4.37221e-08 2.74699e-06 4.08784e-08 6.8705e-08 5.39878e-08 6.1129e-08 8.51064e-08 0.156503 6.10386e-08 0 -------------------------------------------------------------- Initialization seed trial #448 of 1000; initialization seed = 493582673 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 503014 Distortion: 0.0450586 Distortions/cluster: 3.79002e-05 4.67043e-05 8.57062e-05 3.93613e-05 2.43786e-05 3.28638e-05 0.0446389 4.81569e-35 1.27749e-35 3.44908e-05 3.98296e-05 2.17441e-05 3.69625e-05 1.08283e-34 1.96949e-05 Variance: 7.63058e-06 Variances/cluster: 6.03455e-08 2.74699e-06 1.02388e-07 7.65724e-08 7.18907e-08 6.08393e-08 0.0422886 2.67973e-31 0 6.09179e-08 4.38614e-08 3.59365e-08 5.75683e-08 0 6.41321e-08 -------------------------------------------------------------- Initialization seed trial #449 of 1000; initialization seed = 493582674 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 556606 Distortion: 0.0133118 Distortions/cluster: 1.9604e-05 7.91524e-05 2.447e-05 0.00872182 4.12548e-05 3.44908e-05 2.28812e-05 0 0.000297613 2.68236e-05 3.28638e-05 4.67043e-05 0.00391362 2.87715e-05 2.17412e-05 Variance: 2.25433e-06 Variances/cluster: 6.40449e-08 1.12263e-07 7.1948e-08 0.156503 4.40247e-08 6.09179e-08 3.68415e-08 0 6.59842e-07 5.29018e-08 6.08393e-08 2.74699e-06 0.00391989 7.51155e-08 4.10172e-08 -------------------------------------------------------------- Initialization seed trial #450 of 1000; initialization seed = 493582675 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 498309 Distortion: 0.049209 Distortions/cluster: 0.00391362 3.57241e-05 2.14531e-05 2.65916e-05 4.67043e-05 3.99696e-05 4.90368e-05 0.0446389 2.37166e-05 3.53035e-05 2.97714e-05 0.000278369 1.99291e-05 3.14473e-05 1.84758e-05 Variance: 8.33345e-06 Variances/cluster: 0.00391989 2.95206e-07 3.56916e-08 7.01572e-08 2.74699e-06 6.86544e-08 8.51064e-08 0.0422886 4.8997e-08 5.95142e-08 4.28328e-08 1.73966e-06 5.24401e-08 3.78394e-08 3.82485e-08 -------------------------------------------------------------- Initialization seed trial #451 of 1000; initialization seed = 493582676 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 63 BIC score: 498770 Distortion: 0.0489595 Distortions/cluster: 1.92126e-05 0.0446389 4.81569e-35 2.4864e-05 2.86463e-05 4.09224e-05 2.61316e-05 0.00391362 2.19964e-05 3.47506e-05 4.67043e-05 2.97415e-05 2.29193e-05 7.84947e-05 3.26047e-05 Variance: 8.2912e-06 Variances/cluster: 6.35975e-08 0.0422886 2.67973e-31 7.22565e-08 7.5181e-08 4.38573e-08 5.32163e-08 0.00391989 4.09577e-08 6.0946e-08 2.74699e-06 6.2346e-08 3.68435e-08 1.13421e-07 6.08102e-08 -------------------------------------------------------------- Initialization seed trial #452 of 1000; initialization seed = 493582677 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 84 BIC score: 502083 Distortion: 0.0453126 Distortions/cluster: 0.0446389 3.48071e-05 2.29638e-05 7.78498e-05 2.0838e-05 1.27749e-35 0.000307974 2.38589e-05 1.08283e-34 2.26955e-05 3.35214e-05 4.70304e-05 1.92483e-05 4.1844e-05 2.10373e-05 Variance: 7.6736e-06 Variances/cluster: 0.0422886 6.09382e-08 3.72747e-08 1.09483e-07 4.03802e-08 0 1.71076e-05 6.99456e-08 0 4.32253e-08 6.22874e-08 7.99773e-08 6.37158e-08 6.26353e-08 4.1327e-08 -------------------------------------------------------------- Initialization seed trial #453 of 1000; initialization seed = 493582678 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 572552 Distortion: 0.00941132 Distortions/cluster: 1.08283e-34 0.000309691 1.27749e-35 2.17441e-05 3.44908e-05 3.27799e-05 0.00872182 3.75684e-05 4.67043e-05 2.52237e-05 3.98296e-05 0 3.68291e-05 1.89386e-05 8.57062e-05 Variance: 1.59379e-06 Variances/cluster: 0 5.95511e-07 0 3.59365e-08 6.09179e-08 6.07967e-08 0.156503 6.01044e-08 2.74699e-06 7.24593e-08 4.38614e-08 0 5.75399e-08 6.33195e-08 1.02388e-07 -------------------------------------------------------------- Initialization seed trial #454 of 1000; initialization seed = 493582679 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 502415 Distortion: 0.045321 Distortions/cluster: 1.85196e-05 1.27749e-35 2.90887e-05 1.62843e-05 8.366e-05 2.03091e-05 1.08283e-34 6.81933e-05 2.98108e-05 0.0446389 4.35604e-05 3.05004e-05 0.000302829 1.64641e-05 2.28547e-05 Variance: 7.67502e-06 Variances/cluster: 3.90671e-08 0 6.12343e-08 3.36423e-08 9.74749e-08 3.48914e-08 0 7.6254e-08 7.58485e-08 0.0422886 2.7222e-06 4.44573e-08 2.6103e-06 3.58663e-08 4.904e-08 -------------------------------------------------------------- Initialization seed trial #455 of 1000; initialization seed = 493582680 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 556866 Distortion: 0.0133102 Distortions/cluster: 3.43592e-05 1.06292e-05 2.51849e-05 4.72422e-05 2.46832e-05 4.26139e-05 0.000307974 0 7.98017e-05 0.00391362 1.69179e-05 4.15546e-05 2.82768e-05 0.00872182 1.55071e-05 Variance: 2.25405e-06 Variances/cluster: 6.09005e-08 5.42133e-08 3.85636e-08 8.00651e-08 4.5038e-08 4.51858e-08 1.71076e-05 0 1.09158e-07 0.00391989 6.12771e-08 6.22021e-08 5.51027e-08 0.156503 7.63667e-08 -------------------------------------------------------------- Initialization seed trial #456 of 1000; initialization seed = 493582681 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 604374 Distortion: 0.00462468 Distortions/cluster: 9.64317e-35 2.19517e-05 8.366e-05 3.81024e-05 0.00391362 0 4.67043e-05 6.81933e-05 2.49934e-05 7.93329e-05 2.57806e-05 1.16404e-05 1.69003e-05 2.37044e-35 0.000293803 Variance: 7.83181e-07 Variances/cluster: 6.86694e-32 4.09507e-08 9.74749e-08 4.10109e-08 0.00391989 0 2.74699e-06 7.6254e-08 5.35143e-08 1.14798e-07 4.12441e-08 6.15842e-08 6.32921e-08 0 6.8162e-07 -------------------------------------------------------------- Initialization seed trial #457 of 1000; initialization seed = 493582682 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 18 BIC score: 556609 Distortion: 0.0133118 Distortions/cluster: 1.94952e-05 2.87715e-05 2.36116e-05 4.67043e-05 7.84569e-05 3.48071e-05 0.00872182 0.00391362 2.68236e-05 3.35214e-05 0.000297613 4.19616e-05 2.28711e-05 2.17412e-05 0 Variance: 2.25433e-06 Variances/cluster: 6.41085e-08 7.51155e-08 6.96288e-08 2.74699e-06 1.11434e-07 6.09382e-08 0.156503 0.00391989 5.29018e-08 6.22874e-08 6.59842e-07 4.47313e-08 3.68253e-08 4.10172e-08 0 -------------------------------------------------------------- Initialization seed trial #458 of 1000; initialization seed = 493582683 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 502352 Distortion: 0.0452933 Distortions/cluster: 3.14714e-05 3.94781e-05 3.99696e-05 2.24939e-05 1.88645e-05 0.000300791 2.95988e-05 3.32602e-05 2.86463e-05 1.08283e-34 0.0446389 2.54971e-05 1.27749e-35 4.90368e-05 3.53035e-05 Variance: 7.67034e-06 Variances/cluster: 4.35251e-08 3.37381e-07 6.86544e-08 3.65119e-08 3.91342e-08 1.87971e-05 6.24396e-08 3.88975e-08 7.5181e-08 0 0.0422886 5.22435e-08 0 8.51064e-08 5.95142e-08 -------------------------------------------------------------- Initialization seed trial #459 of 1000; initialization seed = 493582684 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 604445 Distortion: 0.00460665 Distortions/cluster: 9.7061e-05 4.29557e-05 0.00391362 1.89386e-05 3.44908e-05 2.87715e-05 3.27799e-05 0.000299528 3.80351e-05 2.85345e-05 0 4.67043e-05 9.64317e-35 2.37044e-35 2.52237e-05 Variance: 7.80126e-07 Variances/cluster: 9.98481e-08 4.4556e-08 0.00391989 6.33195e-08 6.09179e-08 7.51155e-08 6.07967e-08 6.17534e-07 4.64357e-08 5.57265e-08 0 2.74699e-06 6.86694e-32 0 7.24593e-08 -------------------------------------------------------------- Initialization seed trial #460 of 1000; initialization seed = 493582685 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 91 BIC score: 512500 Distortion: 0.0363099 Distortions/cluster: 2.86012e-05 2.37044e-35 0.0356196 2.16866e-05 4.67043e-05 7.89067e-05 2.7094e-05 1.27749e-35 3.73047e-05 1.08283e-34 4.07957e-05 4.67839e-05 4.20705e-05 0.000297453 2.29791e-05 Variance: 6.14901e-06 Variances/cluster: 7.50627e-08 0 0.035575 4.09915e-08 2.74699e-06 1.11914e-07 5.30168e-08 0 6.0737e-08 0 6.98334e-08 8.44208e-08 4.48473e-08 6.63905e-07 3.68804e-08 -------------------------------------------------------------- Initialization seed trial #461 of 1000; initialization seed = 493582686 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 498770 Distortion: 0.0489595 Distortions/cluster: 2.19964e-05 0.0446389 0.00391362 3.27799e-05 2.86463e-05 2.61316e-05 4.09224e-05 4.81569e-35 1.89386e-05 2.52237e-05 3.44908e-05 7.84947e-05 2.29193e-05 4.67043e-05 2.97415e-05 Variance: 8.2912e-06 Variances/cluster: 4.09577e-08 0.0422886 0.00391989 6.07967e-08 7.5181e-08 5.32163e-08 4.38573e-08 2.67973e-31 6.33195e-08 7.24593e-08 6.09179e-08 1.13421e-07 3.68435e-08 2.74699e-06 6.2346e-08 -------------------------------------------------------------- Initialization seed trial #462 of 1000; initialization seed = 493582687 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 85 BIC score: 502855 Distortion: 0.045309 Distortions/cluster: 3.94034e-05 3.09386e-05 2.12994e-05 1.27749e-35 2.56423e-05 2.25383e-05 0.0446389 1.48683e-05 0.000296857 2.86463e-05 5.70953e-05 3.32602e-05 1.89894e-05 8.05325e-05 1.08283e-34 Variance: 7.67299e-06 Variances/cluster: 3.68214e-07 4.29069e-08 4.41856e-08 0 5.51402e-08 3.65839e-08 0.0422886 2.43686e-07 1.9788e-05 7.5181e-08 6.57566e-08 3.88975e-08 3.93116e-08 9.48257e-08 0 -------------------------------------------------------------- Initialization seed trial #463 of 1000; initialization seed = 493582688 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 502222 Distortion: 0.0453372 Distortions/cluster: 2.84588e-05 2.10829e-05 8.37767e-05 0.000307974 1.27749e-35 1.52537e-05 7.17832e-05 6.80765e-05 2.02383e-05 1.17274e-05 2.90436e-05 2.32941e-05 1.75774e-05 0.0446389 1.08283e-34 Variance: 7.67777e-06 Variances/cluster: 7.48856e-08 4.26741e-08 9.74973e-08 1.71076e-05 0 3.11264e-08 1.24396e-07 7.62086e-08 3.89912e-08 4.59846e-08 6.29962e-08 4.97693e-08 3.59425e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #464 of 1000; initialization seed = 493582689 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 503343 Distortion: 0.0450667 Distortions/cluster: 1.08283e-34 9.3938e-05 4.72422e-05 4.81569e-35 2.31325e-05 2.11957e-05 4.44724e-05 4.67043e-05 1.27749e-35 2.06002e-05 0.0446389 4.8904e-05 4.22437e-05 2.48952e-05 1.44798e-05 Variance: 7.63196e-06 Variances/cluster: 0 1.00352e-07 8.00651e-08 2.67973e-31 5.91436e-08 7.11044e-08 4.47369e-08 2.74699e-06 0 4.84553e-08 0.0422886 5.15265e-08 6.36145e-08 6.38127e-08 5.81331e-08 -------------------------------------------------------------- Initialization seed trial #465 of 1000; initialization seed = 493582690 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 498705 Distortion: 0.0489628 Distortions/cluster: 0.00391362 2.19964e-05 4.67043e-05 3.37304e-05 3.32281e-05 2.86463e-05 2.97415e-05 2.61316e-05 4.09224e-05 4.81569e-35 2.60888e-05 0.0446389 2.29193e-05 2.21275e-05 7.80506e-05 Variance: 8.29176e-06 Variances/cluster: 0.00391989 4.09577e-08 2.74699e-06 7.3624e-08 8.00423e-08 7.5181e-08 6.2346e-08 5.32163e-08 4.38573e-08 2.67973e-31 6.13652e-08 0.0422886 3.68435e-08 4.86161e-08 1.12943e-07 -------------------------------------------------------------- Initialization seed trial #466 of 1000; initialization seed = 493582691 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 604080 Distortion: 0.00460139 Distortions/cluster: 0.00391362 2.06708e-05 0 7.93302e-05 4.90368e-05 2.21424e-05 9.64317e-35 3.99696e-05 2.0552e-05 0.000307974 2.62596e-05 4.34495e-05 2.37044e-35 3.58899e-05 4.24907e-05 Variance: 7.79236e-07 Variances/cluster: 0.00391989 3.99015e-08 0 1.08513e-07 8.51064e-08 3.67162e-08 6.86694e-32 6.86544e-08 4.04531e-08 1.71076e-05 4.85343e-08 7.74439e-08 0 6.04009e-08 6.32247e-08 -------------------------------------------------------------- Initialization seed trial #467 of 1000; initialization seed = 493582692 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 557887 Distortion: 0.0130564 Distortions/cluster: 2.97647e-05 0 3.58899e-05 4.67043e-05 2.57939e-05 4.81569e-35 2.52696e-05 3.00268e-05 7.87896e-05 4.90368e-05 2.1872e-05 3.7884e-05 0.00391362 3.99696e-05 0.00872182 Variance: 2.21108e-06 Variances/cluster: 6.11135e-08 0 6.04009e-08 2.74699e-06 5.38445e-08 2.67973e-31 4.08186e-08 7.58193e-08 1.14177e-07 8.51064e-08 4.08784e-08 4.08197e-08 0.00391989 6.86544e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #468 of 1000; initialization seed = 493582693 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 502660 Distortion: 0.0453243 Distortions/cluster: 0.0446389 3.29722e-05 3.06015e-05 1.08283e-34 1.90705e-05 2.20214e-05 2.64839e-05 1.86883e-05 6.48244e-05 1.27749e-35 0.000283166 4.67043e-05 3.64687e-05 2.22662e-05 8.21566e-05 Variance: 7.67559e-06 Variances/cluster: 0.0422886 3.87874e-08 4.3097e-08 0 3.90752e-08 4.66514e-08 7.25527e-08 9.0274e-08 7.3059e-08 0 8.9602e-07 2.74699e-06 2.96457e-07 3.63192e-08 9.60592e-08 -------------------------------------------------------------- Initialization seed trial #469 of 1000; initialization seed = 493582694 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 50 BIC score: 558094 Distortion: 0.013335 Distortions/cluster: 1.54967e-05 1.40662e-05 0.000100996 1.45564e-05 0.00391362 4.28162e-05 0 2.09404e-05 0.000307974 0.00010376 1.0391e-05 0.00872182 4.96348e-05 9.26733e-06 9.66755e-06 Variance: 2.25826e-06 Variances/cluster: 4.9653e-08 7.51973e-08 5.64796e-08 3.88044e-08 0.00391989 6.37091e-08 0 6.86345e-08 1.71076e-05 9.83424e-08 5.32701e-08 0.156503 8.03088e-08 5.23409e-08 4.80818e-08 -------------------------------------------------------------- Initialization seed trial #470 of 1000; initialization seed = 493582695 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 512750 Distortion: 0.0362858 Distortions/cluster: 1.27749e-35 3.99696e-05 3.64804e-05 3.80062e-05 0.000300791 2.07945e-05 4.90368e-05 4.05644e-05 3.77533e-05 1.08283e-34 3.53035e-05 0.0356196 3.26589e-05 3.48496e-05 2.37044e-35 Variance: 6.14492e-06 Variances/cluster: 0 6.86544e-08 5.74438e-08 7.64653e-08 1.87971e-05 3.52409e-08 8.51064e-08 3.37998e-07 4.46745e-08 0 5.95142e-08 0.035575 3.84642e-08 5.79811e-08 0 -------------------------------------------------------------- Initialization seed trial #471 of 1000; initialization seed = 493582696 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 498254 Distortion: 0.0492204 Distortions/cluster: 1.37146e-05 0.00391362 2.84994e-05 2.79839e-05 4.27926e-05 1.59475e-05 0.0446389 1.50575e-05 1.9676e-05 2.50509e-05 1.45864e-05 8.366e-05 6.81933e-05 1.58676e-05 0.000296857 Variance: 8.33538e-06 Variances/cluster: 3.10257e-08 0.00391989 6.36095e-08 7.46177e-08 3.68859e-07 3.65736e-08 0.0422886 3.55098e-08 3.43346e-08 5.10155e-08 3.45619e-08 9.74749e-08 7.6254e-08 3.88872e-08 1.9788e-05 -------------------------------------------------------------- Initialization seed trial #472 of 1000; initialization seed = 493582697 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 498099 Distortion: 0.0492309 Distortions/cluster: 2.27878e-05 1.98624e-05 1.47706e-05 3.28435e-05 0.0446389 0.000282195 1.89838e-05 4.67043e-05 0.00391362 4.67839e-05 1.66788e-05 7.23187e-05 4.07957e-05 2.6375e-05 3.73047e-05 Variance: 8.33716e-06 Variances/cluster: 4.03287e-08 4.50354e-08 4.95608e-08 3.84102e-08 0.0422886 9.50072e-07 3.7292e-08 2.74699e-06 0.00391989 8.44208e-08 7.79322e-08 1.22771e-07 6.98334e-08 7.22545e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #473 of 1000; initialization seed = 493582698 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 87 BIC score: 512964 Distortion: 0.0362904 Distortions/cluster: 3.31729e-05 4.70304e-05 1.08283e-34 2.2736e-05 4.77407e-05 4.15046e-05 3.73008e-05 1.27749e-35 0.000300791 2.63998e-05 4.12327e-05 0.0356196 3.13834e-05 4.15486e-05 2.37044e-35 Variance: 6.14571e-06 Variances/cluster: 7.38585e-08 7.99773e-08 0 5.05081e-08 4.88603e-08 3.37398e-07 4.04528e-08 0 1.87971e-05 5.77487e-08 4.80514e-08 0.035575 7.96278e-08 6.20074e-08 0 -------------------------------------------------------------- Initialization seed trial #474 of 1000; initialization seed = 493582699 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 557112 Distortion: 0.0133233 Distortions/cluster: 2.33408e-05 9.51169e-05 3.17146e-05 4.67043e-05 1.05842e-05 2.22466e-05 0.00872182 0.00391362 0 3.89718e-05 4.41959e-05 1.93123e-05 4.63317e-05 2.96641e-05 0.000279696 Variance: 2.25628e-06 Variances/cluster: 7.38402e-08 1.01287e-07 5.50553e-08 2.74699e-06 5.45406e-08 4.88778e-08 0.156503 0.00391989 0 7.25676e-08 4.46383e-08 6.45688e-08 5.03003e-08 6.07671e-08 1.63551e-06 -------------------------------------------------------------- Initialization seed trial #475 of 1000; initialization seed = 493582700 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 572858 Distortion: 0.00941951 Distortions/cluster: 4.92574e-05 4.54867e-05 1.45841e-05 2.1165e-05 1.08283e-34 2.34297e-05 2.05608e-05 0 4.67043e-05 1.27749e-35 2.45642e-05 0.00872182 4.34067e-05 0.000315136 9.33938e-05 Variance: 1.59518e-06 Variances/cluster: 5.19536e-08 4.48547e-08 5.83178e-08 7.10012e-08 0 5.97506e-08 4.78003e-08 0 2.74699e-06 0 6.41151e-08 0.156503 6.50719e-08 5.45175e-07 1.00739e-07 -------------------------------------------------------------- Initialization seed trial #476 of 1000; initialization seed = 493582701 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 503106 Distortion: 0.0450657 Distortions/cluster: 3.00803e-05 2.74568e-05 4.29076e-05 2.1474e-05 2.62273e-05 4.81569e-35 3.41628e-05 1.08283e-34 3.33079e-05 3.08605e-05 9.65827e-05 4.67043e-05 3.70447e-05 1.27749e-35 0.0446389 Variance: 7.63179e-06 Variances/cluster: 7.57631e-08 5.62588e-08 4.45522e-08 4.74936e-08 6.12585e-08 2.67973e-31 7.4731e-08 0 8.00416e-08 6.08638e-08 9.94584e-08 2.74699e-06 4.5899e-08 0 0.0422886 -------------------------------------------------------------- Initialization seed trial #477 of 1000; initialization seed = 493582702 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 556687 Distortion: 0.0132952 Distortions/cluster: 0 3.54116e-05 4.07957e-05 1.69589e-05 4.00802e-05 3.80062e-05 3.42641e-05 1.80936e-05 0.00872182 3.24825e-05 0.00391362 0.000300791 4.67839e-05 1.93891e-05 3.67128e-05 Variance: 2.25152e-06 Variances/cluster: 0 5.87208e-08 6.98334e-08 3.36456e-08 3.39624e-07 7.64653e-08 5.60733e-08 3.86581e-08 0.156503 4.23464e-08 0.00391989 1.87971e-05 8.44208e-08 3.41317e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #478 of 1000; initialization seed = 493582703 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 59 BIC score: 502241 Distortion: 0.0453221 Distortions/cluster: 0.000287608 0.0446389 4.07957e-05 1.827e-05 2.46608e-05 7.60925e-05 2.31012e-05 1.27749e-35 3.73047e-05 2.38236e-05 4.67839e-05 2.16577e-05 1.08283e-34 3.63644e-05 4.67043e-05 Variance: 7.67521e-06 Variances/cluster: 1.12338e-06 0.0422886 6.98334e-08 6.74115e-08 4.1029e-08 1.2874e-07 4.68545e-08 0 6.0737e-08 5.86734e-08 8.44208e-08 3.57937e-08 0 3.99136e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #479 of 1000; initialization seed = 493582704 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 502812 Distortion: 0.0452993 Distortions/cluster: 1.27749e-35 4.77407e-05 1.27517e-05 4.12327e-05 4.15486e-05 3.73008e-05 2.48699e-05 0.0446389 2.49606e-05 1.08283e-34 2.83743e-05 4.70304e-05 4.15046e-05 1.22558e-05 0.000300791 Variance: 7.67134e-06 Variances/cluster: 0 4.88603e-08 5.22441e-08 4.80514e-08 6.20074e-08 4.04528e-08 7.33396e-08 0.0422886 5.5083e-08 0 5.7303e-08 7.99773e-08 3.37398e-07 5.6201e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #480 of 1000; initialization seed = 493582705 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 502669 Distortion: 0.0453228 Distortions/cluster: 2.4603e-05 1.27749e-35 3.03272e-05 6.60089e-05 0.000278636 3.78274e-05 1.84881e-05 0.0446389 1.08283e-34 4.67043e-05 1.99796e-05 2.16332e-05 8.366e-05 2.43776e-05 3.16831e-05 Variance: 7.67533e-06 Variances/cluster: 5.13589e-08 0 4.30136e-08 7.42266e-08 1.70927e-06 3.00181e-07 3.8433e-08 0.0422886 0 2.74699e-06 5.09637e-08 3.58125e-08 9.74749e-08 6.86642e-08 3.79861e-08 -------------------------------------------------------------- Initialization seed trial #481 of 1000; initialization seed = 493582706 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 499059 Distortion: 0.0489679 Distortions/cluster: 0.0446389 4.24678e-05 4.81569e-35 3.7004e-05 9.64327e-05 1.44798e-05 0.00391362 2.31325e-05 3.08605e-05 2.06002e-05 2.74568e-05 2.48952e-05 3.00803e-05 2.11957e-05 4.67043e-05 Variance: 8.29261e-06 Variances/cluster: 0.0422886 4.42334e-08 2.67973e-31 4.59054e-08 9.8998e-08 5.81331e-08 0.00391989 5.91436e-08 6.08638e-08 4.84553e-08 5.62588e-08 6.38127e-08 7.57631e-08 7.11044e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #482 of 1000; initialization seed = 493582707 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 498870 Distortion: 0.0489871 Distortions/cluster: 0.0446389 8.37767e-05 1.9565e-05 2.38544e-05 2.39537e-05 4.81569e-35 2.18263e-05 0.00391362 7.18774e-05 6.80765e-05 2.0176e-05 1.22168e-05 1.99116e-05 2.26299e-05 4.67043e-05 Variance: 8.29587e-06 Variances/cluster: 0.0422886 9.74973e-08 3.89707e-08 7.22805e-08 4.06646e-08 2.67973e-31 5.61035e-08 0.00391989 1.24129e-07 7.62086e-08 3.46627e-08 6.20088e-08 4.04671e-08 4.78392e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #483 of 1000; initialization seed = 493582708 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 498267 Distortion: 0.0492392 Distortions/cluster: 3.88049e-05 9.13962e-05 4.67043e-05 2.18425e-05 2.25931e-05 3.80633e-05 1.54352e-05 3.58424e-05 1.43627e-05 2.0699e-05 0.00391362 2.67601e-05 0.000287731 2.64475e-05 0.0446389 Variance: 8.33856e-06 Variances/cluster: 8.14972e-08 9.94428e-08 2.74699e-06 4.58835e-08 4.23054e-08 6.03025e-08 1.17817e-07 4.55958e-08 5.3178e-08 3.89778e-08 0.00391989 7.15283e-08 7.30222e-07 7.28522e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #484 of 1000; initialization seed = 493582709 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 502148 Distortion: 0.0453104 Distortions/cluster: 2.62597e-05 8.29233e-05 3.41628e-05 2.30903e-05 0.000304149 3.83178e-05 2.31561e-05 2.1474e-05 2.97415e-05 1.08283e-34 1.27749e-35 2.86463e-05 2.62273e-05 3.33079e-05 0.0446389 Variance: 7.67322e-06 Variances/cluster: 5.32602e-08 1.24312e-07 7.4731e-08 3.69402e-08 1.78889e-05 4.10659e-08 4.15689e-08 4.74936e-08 6.2346e-08 0 0 7.5181e-08 6.12585e-08 8.00416e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #485 of 1000; initialization seed = 493582710 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 556778 Distortion: 0.01332 Distortions/cluster: 2.91213e-05 4.35604e-05 2.04262e-05 1.65776e-05 0 3.90357e-05 1.63686e-05 1.83079e-05 0.000296994 0.00391362 2.46138e-05 6.73163e-05 0.00872182 8.366e-05 2.86012e-05 Variance: 2.25572e-06 Variances/cluster: 4.214e-08 2.7222e-06 3.50924e-08 3.60351e-08 0 3.17326e-07 3.36774e-08 3.87022e-08 6.74931e-07 0.00391989 4.91249e-08 7.54422e-08 0.156503 9.74749e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #486 of 1000; initialization seed = 493582711 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572439 Distortion: 0.00941221 Distortions/cluster: 3.58899e-05 1.08283e-34 4.67043e-05 7.87748e-05 0.000297453 2.7154e-05 3.92239e-05 1.27749e-35 2.17412e-05 0 3.99696e-05 2.86012e-05 2.58452e-05 4.90368e-05 0.00872182 Variance: 1.59394e-06 Variances/cluster: 6.04009e-08 0 2.74699e-06 1.12045e-07 6.63905e-07 5.30305e-08 4.1947e-08 0 4.10172e-08 0 6.86544e-08 7.50627e-08 4.12815e-08 8.51064e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #487 of 1000; initialization seed = 493582712 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 572727 Distortion: 0.00941489 Distortions/cluster: 9.48599e-05 3.47396e-05 0 2.36116e-05 2.87034e-05 1.27749e-35 0.00872182 3.34782e-05 4.36199e-05 1.96059e-05 2.78453e-05 4.67043e-05 0.000297696 4.22095e-05 1.08283e-34 Variance: 1.59439e-06 Variances/cluster: 1.00799e-07 6.09267e-08 0 6.96288e-08 7.51338e-08 0 0.156503 6.22071e-08 4.44155e-08 6.42612e-08 5.4487e-08 2.74699e-06 6.57112e-07 4.87353e-08 0 -------------------------------------------------------------- Initialization seed trial #488 of 1000; initialization seed = 493582713 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 518002 Distortion: 0.0321114 Distortions/cluster: 6.78045e-05 2.37553e-05 4.04593e-05 0 3.27648e-05 1.18996e-05 1.82125e-05 0.0215301 0.000300791 3.07784e-05 2.22226e-05 1.27749e-35 1.8689e-05 2.73975e-05 0.00998646 Variance: 5.438e-06 Variances/cluster: 7.63316e-08 5.3139e-08 3.37121e-07 0 3.86343e-08 6.39708e-08 6.69524e-08 2.5144e-05 1.87971e-05 4.32243e-08 3.6248e-08 0 3.87701e-08 5.90414e-08 0.185417 -------------------------------------------------------------- Initialization seed trial #489 of 1000; initialization seed = 493582714 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 572709 Distortion: 0.00941485 Distortions/cluster: 4.29557e-05 0.000299528 3.80351e-05 1.08283e-34 9.7061e-05 2.85345e-05 3.48071e-05 4.67043e-05 3.35214e-05 0 1.27749e-35 0.00872182 2.87715e-05 2.36116e-05 1.94952e-05 Variance: 1.59439e-06 Variances/cluster: 4.4556e-08 6.17534e-07 4.64357e-08 0 9.98481e-08 5.57265e-08 6.09382e-08 2.74699e-06 6.22874e-08 0 0 0.156503 7.51155e-08 6.96288e-08 6.41085e-08 -------------------------------------------------------------- Initialization seed trial #490 of 1000; initialization seed = 493582715 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 72 BIC score: 498907 Distortion: 0.04924 Distortions/cluster: 9.23755e-06 4.64695e-05 0.0446389 5.16199e-05 0.000312393 1.04221e-05 9.32357e-05 4.25969e-05 0.00391362 1.03175e-05 1.44633e-05 1.03214e-05 4.67043e-05 2.38823e-05 1.58246e-05 Variance: 8.3387e-06 Variances/cluster: 5.24691e-08 4.50682e-08 0.0422886 5.29921e-08 5.66911e-07 5.31567e-08 1.01334e-07 6.48299e-08 0.00391989 4.8197e-08 3.86592e-08 6.10552e-08 2.74699e-06 6.4876e-08 6.20376e-08 -------------------------------------------------------------- Initialization seed trial #491 of 1000; initialization seed = 493582716 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 572469 Distortion: 0.00940408 Distortions/cluster: 0.000307974 2.97415e-05 0.00872182 3.73047e-05 2.29958e-05 2.61316e-05 1.27749e-35 0 4.07957e-05 2.19964e-05 1.08283e-34 7.87896e-05 4.11037e-05 2.86463e-05 4.67839e-05 Variance: 1.59256e-06 Variances/cluster: 1.71076e-05 6.2346e-08 0.156503 6.0737e-08 3.69071e-08 5.32163e-08 0 0 6.98334e-08 4.09577e-08 0 1.14177e-07 4.39573e-08 7.5181e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #492 of 1000; initialization seed = 493582717 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572786 Distortion: 0.00942175 Distortions/cluster: 1.08283e-34 4.07957e-05 1.15485e-05 4.67043e-05 2.68122e-05 3.67297e-05 4.2926e-05 1.27749e-35 3.73047e-05 0 9.76919e-05 1.74113e-05 0.00872182 0.000295226 4.67839e-05 Variance: 1.59556e-06 Variances/cluster: 0 6.98334e-08 6.14228e-08 2.74699e-06 5.64417e-08 4.56218e-08 4.47107e-08 0 6.0737e-08 0 1.00188e-07 6.3309e-08 0.156503 6.45954e-07 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #493 of 1000; initialization seed = 493582718 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 558209 Distortion: 0.013077 Distortions/cluster: 4.81569e-35 2.58511e-05 6.81933e-05 2.23566e-05 8.366e-05 0 4.67043e-05 2.23064e-05 7.88843e-05 0.00872182 4.06301e-05 1.72269e-05 2.41898e-05 0.00391362 1.15575e-05 Variance: 2.21456e-06 Variances/cluster: 2.67973e-31 5.61933e-08 7.6254e-08 4.11684e-08 9.74749e-08 0 2.74699e-06 3.63255e-08 1.15486e-07 0.156503 4.37315e-08 6.3563e-08 5.4111e-08 0.00391989 6.17997e-08 -------------------------------------------------------------- Initialization seed trial #494 of 1000; initialization seed = 493582719 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 574539 Distortion: 0.00915786 Distortions/cluster: 0.00872182 4.31422e-05 0 4.67043e-05 4.31034e-05 2.447e-05 1.27749e-35 4.64237e-05 5.11104e-05 9.41233e-05 3.27217e-05 1.08283e-34 4.81569e-35 3.46333e-05 1.9604e-05 Variance: 1.55086e-06 Variances/cluster: 0.156503 6.53614e-08 0 2.74699e-06 7.72401e-08 7.1948e-08 0 4.50675e-08 5.27943e-08 1.0241e-07 6.08015e-08 0 2.67973e-31 6.09541e-08 6.40449e-08 -------------------------------------------------------------- Initialization seed trial #495 of 1000; initialization seed = 493582720 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 688115 Distortion: 0.000707088 Distortions/cluster: 2.87034e-05 0 4.18262e-05 9.64317e-35 9.63043e-05 4.30249e-05 4.90368e-05 4.67043e-05 0.000297696 1.27749e-35 2.37044e-35 3.58899e-05 1.08283e-34 3.99696e-05 2.7932e-05 Variance: 1.19744e-07 Variances/cluster: 7.51338e-08 0 4.83485e-08 6.86694e-32 1.00728e-07 4.44433e-08 8.51064e-08 2.74699e-06 6.57112e-07 0 0 6.04009e-08 0 6.86544e-08 5.45499e-08 -------------------------------------------------------------- Initialization seed trial #496 of 1000; initialization seed = 493582721 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 60 BIC score: 498048 Distortion: 0.0492096 Distortions/cluster: 3.82031e-05 0.0446389 4.90368e-05 3.99696e-05 1.82594e-05 1.70755e-05 0.000296994 2.03821e-05 3.53035e-05 2.46138e-05 4.35604e-05 0.00391362 1.61046e-05 2.8984e-05 2.86012e-05 Variance: 8.33355e-06 Variances/cluster: 3.15692e-07 0.0422886 8.51064e-08 6.86544e-08 3.86813e-08 3.46329e-08 6.74931e-07 3.50167e-08 5.95142e-08 4.91249e-08 2.7222e-06 0.00391989 3.53139e-08 4.20632e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #497 of 1000; initialization seed = 493582722 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 572709 Distortion: 0.00941485 Distortions/cluster: 4.67043e-05 3.80351e-05 0.000299528 9.7061e-05 2.53737e-05 2.85345e-05 3.2949e-05 1.08283e-34 1.27749e-35 1.86216e-05 0.00872182 4.29557e-05 3.44908e-05 2.87715e-05 0 Variance: 1.59439e-06 Variances/cluster: 2.74699e-06 4.64357e-08 6.17534e-07 9.98481e-08 7.24737e-08 5.57265e-08 6.08843e-08 0 0 6.31039e-08 0.156503 4.4556e-08 6.09179e-08 7.51155e-08 0 -------------------------------------------------------------- Initialization seed trial #498 of 1000; initialization seed = 493582723 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 79 BIC score: 572851 Distortion: 0.00940377 Distortions/cluster: 0.000300791 8.366e-05 4.17482e-05 2.95988e-05 0 1.27749e-35 6.73163e-05 3.13821e-05 2.86463e-05 1.92403e-05 2.39374e-05 1.08283e-34 3.32602e-05 0.00872182 2.23668e-05 Variance: 1.59251e-06 Variances/cluster: 1.87971e-05 9.74749e-08 3.39376e-07 6.24396e-08 0 0 7.54422e-08 4.34016e-08 7.5181e-08 3.98312e-08 4.9453e-08 0 3.88975e-08 0.156503 3.63646e-08 -------------------------------------------------------------- Initialization seed trial #499 of 1000; initialization seed = 493582724 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 501988 Distortion: 0.0453141 Distortions/cluster: 0.0446389 3.58899e-05 4.90368e-05 2.86463e-05 2.08999e-05 2.07909e-05 1.99281e-05 7.61931e-05 3.99696e-05 2.0785e-05 2.94324e-05 1.08283e-34 0.000307974 1.27749e-35 2.56419e-05 Variance: 7.67385e-06 Variances/cluster: 0.0422886 6.04009e-08 8.51064e-08 7.5181e-08 4.01111e-08 3.54147e-08 3.98527e-08 1.13204e-07 6.86544e-08 4.0513e-08 6.24842e-08 0 1.71076e-05 0 5.26481e-08 -------------------------------------------------------------- Initialization seed trial #500 of 1000; initialization seed = 493582725 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 81 BIC score: 689139 Distortion: 0.000693738 Distortions/cluster: 0 2.37044e-35 3.2526e-05 3.82963e-05 9.64317e-35 2.07682e-05 4.17482e-05 3.91943e-05 3.24796e-05 0.000300791 1.27749e-35 8.366e-05 1.08283e-34 6.73163e-05 3.69581e-05 Variance: 1.17483e-07 Variances/cluster: 0 0 3.8489e-08 6.19628e-08 6.86694e-32 3.51963e-08 3.39376e-07 7.65453e-08 5.19623e-08 1.87971e-05 0 9.74749e-08 0 7.54422e-08 4.47395e-08 -------------------------------------------------------------- Initialization seed trial #501 of 1000; initialization seed = 493582726 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 607287 Distortion: 0.0043622 Distortions/cluster: 6.81933e-05 9.64317e-35 4.10797e-05 0.00391362 2.61719e-05 4.81569e-35 2.29193e-05 8.366e-05 2.86463e-05 0 4.67043e-05 2.37044e-35 2.14045e-05 2.96461e-05 8.01568e-05 Variance: 7.38731e-07 Variances/cluster: 7.6254e-08 6.86694e-32 4.39787e-08 0.00391989 5.31902e-08 2.67973e-31 3.68435e-08 9.74749e-08 7.5181e-08 0 2.74699e-06 0 4.07665e-08 6.24078e-08 1.13526e-07 -------------------------------------------------------------- Initialization seed trial #502 of 1000; initialization seed = 493582727 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 508241 Distortion: 0.0399542 Distortions/cluster: 4.90368e-05 3.58899e-05 2.96461e-05 3.99696e-05 0.00391362 2.37044e-35 2.14045e-05 4.67043e-05 2.29193e-05 0.0356196 4.81569e-35 7.8852e-05 2.61719e-05 2.86463e-05 4.17764e-05 Variance: 6.76616e-06 Variances/cluster: 8.51064e-08 6.04009e-08 6.24078e-08 6.86544e-08 0.00391989 0 4.07665e-08 2.74699e-06 3.68435e-08 0.035575 2.67973e-31 1.11995e-07 5.31902e-08 7.5181e-08 4.46767e-08 -------------------------------------------------------------- Initialization seed trial #503 of 1000; initialization seed = 493582728 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 607774 Distortion: 0.00434967 Distortions/cluster: 2.37044e-35 0 6.6306e-05 8.33627e-05 3.03365e-05 3.78274e-05 3.01919e-05 3.00268e-05 3.71041e-05 9.64317e-35 4.90529e-05 4.81569e-35 2.51325e-05 0.00391362 4.67043e-05 Variance: 7.36607e-07 Variances/cluster: 0 0 7.43933e-08 9.73555e-08 6.09117e-08 3.00181e-07 4.15819e-08 7.58193e-08 4.0815e-08 6.86694e-32 4.92951e-08 2.67973e-31 5.12861e-08 0.00391989 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #504 of 1000; initialization seed = 493582729 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 75 BIC score: 498055 Distortion: 0.0492003 Distortions/cluster: 3.65748e-05 4.08979e-05 0.00391362 0.0446389 1.61511e-05 4.74532e-05 2.84588e-05 2.04028e-05 2.95309e-05 2.34275e-05 1.81712e-05 1.68447e-05 4.02654e-05 0.000300791 2.88249e-05 Variance: 8.33198e-06 Variances/cluster: 5.98409e-08 3.37961e-07 0.00391989 0.0422886 3.52613e-08 8.47111e-08 7.48856e-08 3.49921e-08 6.28266e-08 4.88029e-08 3.86584e-08 3.45149e-08 6.94009e-08 1.87971e-05 4.20765e-08 -------------------------------------------------------------- Initialization seed trial #505 of 1000; initialization seed = 493582730 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 73 BIC score: 502332 Distortion: 0.0453001 Distortions/cluster: 4.67043e-05 2.22907e-05 1.08283e-34 3.00268e-05 2.27887e-05 4.07957e-05 3.67128e-05 0.0446389 3.26776e-05 1.93288e-05 4.67839e-05 0.000300632 1.27749e-35 3.27146e-05 2.97647e-05 Variance: 7.67149e-06 Variances/cluster: 2.74699e-06 3.62998e-08 0 7.58193e-08 4.84822e-08 6.98334e-08 5.98708e-08 0.0422886 4.55715e-08 3.96044e-08 8.44208e-08 2.56921e-06 0 3.86664e-08 6.11135e-08 -------------------------------------------------------------- Initialization seed trial #506 of 1000; initialization seed = 493582731 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 557203 Distortion: 0.0133014 Distortions/cluster: 3.36824e-05 4.9317e-05 0.00391362 3.80361e-05 0.00872182 0 3.17528e-05 0.00027815 4.67043e-05 3.25482e-05 4.04448e-05 1.96949e-05 3.62143e-05 2.43786e-05 3.50819e-05 Variance: 2.25257e-06 Variances/cluster: 5.91764e-08 4.9362e-08 0.00391989 4.12056e-08 0.156503 0 5.33614e-08 1.7715e-06 2.74699e-06 6.08182e-08 7.33969e-08 6.41321e-08 2.96805e-07 7.18907e-08 4.44587e-08 -------------------------------------------------------------- Initialization seed trial #507 of 1000; initialization seed = 493582732 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 81 BIC score: 688116 Distortion: 0.000707082 Distortions/cluster: 3.99696e-05 3.58899e-05 0 1.08283e-34 9.64317e-35 2.87034e-05 2.78453e-05 4.22095e-05 4.36199e-05 0.000297696 1.27749e-35 4.67043e-05 4.90368e-05 2.37044e-35 9.54072e-05 Variance: 1.19743e-07 Variances/cluster: 6.86544e-08 6.04009e-08 0 0 6.86694e-32 7.51338e-08 5.4487e-08 4.87353e-08 4.44155e-08 6.57112e-07 0 2.74699e-06 8.51064e-08 0 1.01272e-07 -------------------------------------------------------------- Initialization seed trial #508 of 1000; initialization seed = 493582733 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 69 BIC score: 556623 Distortion: 0.0133037 Distortions/cluster: 0.00391362 3.48071e-05 4.09224e-05 7.84947e-05 0.00872182 2.19964e-05 2.86463e-05 0 2.97415e-05 2.29193e-05 2.4864e-05 3.25482e-05 2.61316e-05 0.000307974 1.92126e-05 Variance: 2.25296e-06 Variances/cluster: 0.00391989 6.09382e-08 4.38573e-08 1.13421e-07 0.156503 4.09577e-08 7.5181e-08 0 6.2346e-08 3.68435e-08 7.22565e-08 6.08182e-08 5.32163e-08 1.71076e-05 6.35975e-08 -------------------------------------------------------------- Initialization seed trial #509 of 1000; initialization seed = 493582734 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 502881 Distortion: 0.0450599 Distortions/cluster: 3.73047e-05 1.27749e-35 0.0446389 4.07957e-05 4.67839e-05 2.97647e-05 1.08283e-34 4.67043e-05 7.80233e-05 2.51166e-05 3.00268e-05 2.58561e-05 4.81569e-35 2.25053e-05 3.81032e-05 Variance: 7.63081e-06 Variances/cluster: 6.0737e-08 0 0.0422886 6.98334e-08 8.44208e-08 6.11135e-08 0 2.74699e-06 1.24428e-07 4.22088e-08 7.58193e-08 5.3862e-08 2.67973e-31 3.64712e-08 4.08797e-08 -------------------------------------------------------------- Initialization seed trial #510 of 1000; initialization seed = 493582735 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 572467 Distortion: 0.00940409 Distortions/cluster: 2.86463e-05 2.97415e-05 1.27749e-35 0 2.19964e-05 0.000307974 1.08283e-34 4.67839e-05 3.73047e-05 2.61316e-05 3.81561e-05 2.58452e-05 0.00872182 4.07957e-05 7.8891e-05 Variance: 1.59256e-06 Variances/cluster: 7.5181e-08 6.2346e-08 0 0 4.09577e-08 1.71076e-05 0 8.44208e-08 6.0737e-08 5.32163e-08 4.10244e-08 4.12815e-08 0.156503 6.98334e-08 1.13994e-07 -------------------------------------------------------------- Initialization seed trial #511 of 1000; initialization seed = 493582736 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 499153 Distortion: 0.0489471 Distortions/cluster: 2.99846e-05 3.62143e-05 2.51159e-05 3.27799e-05 0.0446389 1.90462e-05 4.67043e-05 4.86895e-05 0.00391362 3.33687e-05 2.51325e-05 3.00268e-05 3.71755e-05 3.03365e-05 4.81569e-35 Variance: 8.2891e-06 Variances/cluster: 4.14105e-08 2.96805e-07 7.23574e-08 6.07967e-08 0.0422886 6.34671e-08 2.74699e-06 4.89299e-08 0.00391989 5.91449e-08 5.12861e-08 7.58193e-08 4.08486e-08 6.09117e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #512 of 1000; initialization seed = 493582737 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572443 Distortion: 0.0094122 Distortions/cluster: 2.7094e-05 0 4.67839e-05 3.73047e-05 2.16866e-05 7.89067e-05 1.08283e-34 2.86012e-05 4.07957e-05 4.67043e-05 1.27749e-35 0.000297453 0.00872182 2.29791e-05 4.20705e-05 Variance: 1.59394e-06 Variances/cluster: 5.30168e-08 0 8.44208e-08 6.0737e-08 4.09915e-08 1.11914e-07 0 7.50627e-08 6.98334e-08 2.74699e-06 0 6.63905e-07 0.156503 3.68804e-08 4.48473e-08 -------------------------------------------------------------- Initialization seed trial #513 of 1000; initialization seed = 493582738 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 572303 Distortion: 0.00941882 Distortions/cluster: 1.27749e-35 4.67043e-05 3.48695e-05 3.58899e-05 2.19103e-05 1.98672e-05 1.8305e-05 1.08283e-34 3.85809e-05 4.90368e-05 8.42501e-05 0.00872182 0 0.000307613 3.99696e-05 Variance: 1.59506e-06 Variances/cluster: 0 2.74699e-06 5.56967e-08 6.04009e-08 4.16509e-08 3.47288e-08 3.86148e-08 0 7.63917e-08 8.51064e-08 1.04132e-07 0.156503 0 4.93719e-07 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #514 of 1000; initialization seed = 493582739 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 501980 Distortion: 0.0453222 Distortions/cluster: 0.000297447 2.1838e-05 4.07957e-05 2.87715e-05 7.42602e-05 4.67043e-05 1.27749e-35 0.0446389 4.67839e-05 2.09611e-05 2.68471e-05 1.08283e-34 1.90486e-05 3.73047e-05 2.25035e-05 Variance: 7.67522e-06 Variances/cluster: 6.63891e-07 4.13562e-08 6.98334e-08 7.51155e-08 1.16385e-07 2.74699e-06 0 0.0422886 8.44208e-08 3.55232e-08 5.27401e-08 0 3.91911e-08 6.0737e-08 4.07633e-08 -------------------------------------------------------------- Initialization seed trial #515 of 1000; initialization seed = 493582740 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 556739 Distortion: 0.0133082 Distortions/cluster: 1.90592e-05 2.17441e-05 2.39416e-05 3.96953e-05 2.11739e-05 0.00391362 3.79002e-05 0.000307974 3.93613e-05 0 0.00872182 1.55206e-05 8.53958e-05 2.40201e-05 3.69625e-05 Variance: 2.25372e-06 Variances/cluster: 4.62452e-08 3.59365e-08 6.26536e-08 4.38099e-08 7.05577e-08 0.00391989 6.03455e-08 1.71076e-05 7.65724e-08 0 0.156503 5.96754e-08 1.01895e-07 6.03328e-08 5.75683e-08 -------------------------------------------------------------- Initialization seed trial #516 of 1000; initialization seed = 493582741 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 513517 Distortion: 0.0360571 Distortions/cluster: 2.99459e-05 1.27749e-35 3.99696e-05 4.27137e-05 3.82062e-05 4.67043e-05 1.08283e-34 4.90368e-05 2.7433e-05 4.81569e-35 0.0356196 3.58899e-05 3.03662e-05 2.37044e-35 9.72879e-05 Variance: 6.1062e-06 Variances/cluster: 7.58063e-08 0 6.86544e-08 4.44432e-08 4.62493e-08 2.74699e-06 0 8.51064e-08 5.59806e-08 2.67973e-31 0.035575 6.04009e-08 6.13409e-08 0 1.00495e-07 -------------------------------------------------------------- Initialization seed trial #517 of 1000; initialization seed = 493582742 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 66 BIC score: 502597 Distortion: 0.0453249 Distortions/cluster: 1.27749e-35 4.25881e-05 2.68122e-05 0.0446389 2.447e-05 4.67043e-05 3.71301e-05 3.44908e-05 1.15485e-05 1.9604e-05 0.000295226 1.08283e-34 1.74113e-05 9.70816e-05 3.28638e-05 Variance: 7.67567e-06 Variances/cluster: 0 4.44513e-08 5.64417e-08 0.0422886 7.1948e-08 2.74699e-06 4.59479e-08 6.09179e-08 6.14228e-08 6.40449e-08 6.45954e-07 0 6.3309e-08 9.97666e-08 6.08393e-08 -------------------------------------------------------------- Initialization seed trial #518 of 1000; initialization seed = 493582743 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 556782 Distortion: 0.0133406 Distortions/cluster: 0.00028509 8.366e-05 0 2.16318e-05 6.81933e-05 1.30896e-05 2.24958e-05 7.17573e-05 1.86554e-05 0.00391362 1.79969e-05 2.30112e-05 0.00872182 3.28273e-05 4.67043e-05 Variance: 2.2592e-06 Variances/cluster: 1.29576e-06 9.74749e-08 0 5.3672e-08 7.6254e-08 4.6412e-08 4.79615e-08 1.28585e-07 6.73426e-08 0.00391989 3.66493e-08 3.97393e-08 0.156503 3.83912e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #519 of 1000; initialization seed = 493582744 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 503254 Distortion: 0.0450609 Distortions/cluster: 4.81569e-35 2.30806e-05 3.28567e-05 1.08283e-34 4.67043e-05 6.6306e-05 8.33627e-05 3.00268e-05 3.78274e-05 1.91579e-05 1.27749e-35 0.0446389 2.97647e-05 3.06463e-05 2.22907e-05 Variance: 7.63098e-06 Variances/cluster: 2.67973e-31 4.91031e-08 3.86972e-08 0 2.74699e-06 7.43933e-08 9.73555e-08 7.58193e-08 3.00181e-07 3.94158e-08 0 0.0422886 6.11135e-08 4.30994e-08 3.62998e-08 -------------------------------------------------------------- Initialization seed trial #520 of 1000; initialization seed = 493582745 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 558198 Distortion: 0.013077 Distortions/cluster: 2.26375e-05 4.81569e-35 0 4.0399e-05 2.23566e-05 0.00872182 1.22872e-05 4.67043e-05 8.366e-05 2.43621e-05 1.96393e-05 7.87166e-05 0.00391362 2.26014e-05 6.81933e-05 Variance: 2.21456e-06 Variances/cluster: 5.00789e-08 2.67973e-31 0 4.37654e-08 4.11684e-08 0.156503 6.14306e-08 2.74699e-06 9.74749e-08 5.43748e-08 7.38266e-08 1.15579e-07 0.00391989 3.6391e-08 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #521 of 1000; initialization seed = 493582746 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 87 BIC score: 498769 Distortion: 0.0489595 Distortions/cluster: 3.28638e-05 0.0446389 4.67043e-05 2.61316e-05 7.84947e-05 4.09224e-05 0.00391362 2.19964e-05 2.43786e-05 1.96949e-05 2.97415e-05 2.86463e-05 4.81569e-35 2.29193e-05 3.44908e-05 Variance: 8.2912e-06 Variances/cluster: 6.08393e-08 0.0422886 2.74699e-06 5.32163e-08 1.13421e-07 4.38573e-08 0.00391989 4.09577e-08 7.18907e-08 6.41321e-08 6.2346e-08 7.5181e-08 2.67973e-31 3.68435e-08 6.09179e-08 -------------------------------------------------------------- Initialization seed trial #522 of 1000; initialization seed = 493582747 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 502191 Distortion: 0.0453158 Distortions/cluster: 3.48071e-05 3.79836e-05 3.34105e-05 0.0446389 4.67043e-05 2.5024e-05 7.74101e-05 1.27749e-35 0.000300325 1.08283e-34 2.95656e-05 1.96059e-05 2.26221e-05 2.36116e-05 2.58348e-05 Variance: 7.67414e-06 Variances/cluster: 6.09382e-08 4.0883e-08 6.21969e-08 0.0422886 2.74699e-06 4.21239e-08 1.23845e-07 0 7.4888e-07 0 6.07048e-08 6.42612e-08 3.6483e-08 6.96288e-08 5.40427e-08 -------------------------------------------------------------- Initialization seed trial #523 of 1000; initialization seed = 493582748 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 508230 Distortion: 0.0399542 Distortions/cluster: 2.57254e-05 4.67043e-05 4.07957e-05 0.00391362 2.26596e-05 3.00268e-05 4.81569e-35 7.87896e-05 2.37044e-35 4.67839e-05 0.0356196 2.97647e-05 2.1872e-05 4.05613e-05 3.73047e-05 Variance: 6.76616e-06 Variances/cluster: 5.38139e-08 2.74699e-06 6.98334e-08 0.00391989 3.64847e-08 7.58193e-08 2.67973e-31 1.14177e-07 0 8.44208e-08 0.035575 6.11135e-08 4.08784e-08 4.37516e-08 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #524 of 1000; initialization seed = 493582749 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 86 BIC score: 503265 Distortion: 0.0450609 Distortions/cluster: 6.6306e-05 4.81569e-35 1.92403e-05 2.86463e-05 0.0446389 1.27749e-35 8.33627e-05 4.67043e-05 2.95988e-05 2.35247e-05 3.33853e-05 3.78274e-05 1.08283e-34 3.11248e-05 2.2302e-05 Variance: 7.63098e-06 Variances/cluster: 7.43933e-08 2.67973e-31 3.98312e-08 7.5181e-08 0.0422886 0 9.73555e-08 2.74699e-06 6.24396e-08 4.86004e-08 3.89981e-08 3.00181e-07 0 4.31652e-08 3.63182e-08 -------------------------------------------------------------- Initialization seed trial #525 of 1000; initialization seed = 493582750 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 572788 Distortion: 0.00942175 Distortions/cluster: 0.000295644 1.71648e-05 1.27749e-35 3.72316e-05 4.67839e-05 3.73047e-05 4.67043e-05 1.12945e-05 1.08283e-34 0.00872182 4.25881e-05 2.68516e-05 9.75704e-05 4.07957e-05 0 Variance: 1.59556e-06 Variances/cluster: 6.48289e-07 6.17392e-08 0 4.59597e-08 8.44208e-08 6.0737e-08 2.74699e-06 6.1378e-08 0 0.156503 4.44513e-08 5.64058e-08 1.00269e-07 6.98334e-08 0 -------------------------------------------------------------- Initialization seed trial #526 of 1000; initialization seed = 493582751 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 502412 Distortion: 0.0453142 Distortions/cluster: 8.366e-05 1.63126e-05 2.34275e-05 1.64986e-05 0.0446389 2.84588e-05 6.73163e-05 2.86613e-05 1.27749e-35 2.05094e-05 0.000300791 4.17482e-05 1.08283e-34 1.84101e-05 2.95309e-05 Variance: 7.67388e-06 Variances/cluster: 9.74749e-08 3.36313e-08 4.88029e-08 3.59414e-08 0.0422886 7.48856e-08 7.54422e-08 4.20217e-08 0 3.51147e-08 1.87971e-05 3.39376e-07 0 3.88362e-08 6.28266e-08 -------------------------------------------------------------- Initialization seed trial #527 of 1000; initialization seed = 493582752 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 72 BIC score: 574540 Distortion: 0.00915786 Distortions/cluster: 1.08283e-34 3.44908e-05 1.27749e-35 2.36116e-05 9.41233e-05 4.31422e-05 0 4.81569e-35 4.64237e-05 4.31034e-05 1.96059e-05 3.37267e-05 5.11104e-05 4.67043e-05 0.00872182 Variance: 1.55087e-06 Variances/cluster: 0 6.09179e-08 0 6.96288e-08 1.0241e-07 6.53614e-08 0 2.67973e-31 4.50675e-08 7.72401e-08 6.42612e-08 6.22065e-08 5.27943e-08 2.74699e-06 0.156503 -------------------------------------------------------------- Initialization seed trial #528 of 1000; initialization seed = 493582753 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 74 BIC score: 498893 Distortion: 0.0489471 Distortions/cluster: 2.86463e-05 0.0446389 2.35247e-05 3.67128e-05 3.33853e-05 3.57241e-05 3.11248e-05 4.81569e-35 4.67043e-05 1.92403e-05 2.2302e-05 0.00391362 4.07957e-05 4.67839e-05 2.95988e-05 Variance: 8.28909e-06 Variances/cluster: 7.5181e-08 0.0422886 4.86004e-08 5.98708e-08 3.89981e-08 2.95206e-07 4.31652e-08 2.67973e-31 2.74699e-06 3.98312e-08 3.63182e-08 0.00391989 6.98334e-08 8.44208e-08 6.24396e-08 -------------------------------------------------------------- Initialization seed trial #529 of 1000; initialization seed = 493582754 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 556605 Distortion: 0.0133118 Distortions/cluster: 0.00391362 0.000297516 2.87715e-05 2.43786e-05 2.17412e-05 2.69214e-05 3.44908e-05 0.00872182 2.31056e-05 4.67043e-05 0 7.82999e-05 3.27527e-05 4.18847e-05 1.98062e-05 Variance: 2.25433e-06 Variances/cluster: 0.00391989 6.62565e-07 7.51155e-08 7.18907e-08 4.10172e-08 5.28861e-08 6.09179e-08 0.156503 3.69647e-08 2.74699e-06 0 1.1137e-07 6.07463e-08 4.47925e-08 6.42853e-08 -------------------------------------------------------------- Initialization seed trial #530 of 1000; initialization seed = 493582755 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 517805 Distortion: 0.0320568 Distortions/cluster: 2.0201e-05 2.85586e-05 0.00998646 0 4.42496e-05 1.60133e-05 2.03686e-05 2.23769e-05 0.000113752 1.27749e-35 0.0214281 1.6679e-05 0.000300791 3.02185e-05 2.90887e-05 Variance: 5.42876e-06 Variances/cluster: 4.24348e-08 4.18712e-08 0.185417 0 3.42978e-07 3.51137e-08 3.48737e-08 4.8118e-08 1.08611e-07 0 3.08216e-05 3.43866e-08 1.87971e-05 7.66905e-08 6.12343e-08 -------------------------------------------------------------- Initialization seed trial #531 of 1000; initialization seed = 493582756 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 502912 Distortion: 0.0450804 Distortions/cluster: 2.07833e-05 2.92997e-05 2.32077e-05 2.49718e-05 8.366e-05 2.07625e-05 7.40674e-05 6.81933e-05 1.08283e-34 2.98939e-05 4.67043e-05 1.99449e-05 1.27749e-35 4.81569e-35 0.0446389 Variance: 7.63428e-06 Variances/cluster: 3.53417e-08 6.10362e-08 4.10717e-08 5.30138e-08 9.74749e-08 4.05482e-08 1.19068e-07 7.6254e-08 0 7.58668e-08 2.74699e-06 3.97273e-08 0 2.67973e-31 0.0422886 -------------------------------------------------------------- Initialization seed trial #532 of 1000; initialization seed = 493582757 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 512964 Distortion: 0.0363178 Distortions/cluster: 2.34427e-05 2.48952e-05 1.27749e-35 4.67043e-05 9.28412e-05 5.0745e-05 2.11957e-05 1.44798e-05 1.08283e-34 0.0356196 2.37044e-35 0.000313047 4.79797e-05 4.2613e-05 2.02889e-05 Variance: 6.15034e-06 Variances/cluster: 5.97836e-08 6.38127e-08 0 2.74699e-06 1.01125e-07 5.29641e-08 7.11044e-08 5.81331e-08 0 0.035575 0 4.82311e-07 4.52597e-08 7.76131e-08 4.78358e-08 -------------------------------------------------------------- Initialization seed trial #533 of 1000; initialization seed = 493582758 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 70 BIC score: 503265 Distortion: 0.0450609 Distortions/cluster: 1.27749e-35 3.78274e-05 2.95988e-05 8.366e-05 3.33853e-05 3.11248e-05 2.86463e-05 2.35247e-05 2.2302e-05 1.08283e-34 4.67043e-05 1.92403e-05 0.0446389 6.60089e-05 4.81569e-35 Variance: 7.63098e-06 Variances/cluster: 0 3.00181e-07 6.24396e-08 9.74749e-08 3.89981e-08 4.31652e-08 7.5181e-08 4.86004e-08 3.63182e-08 0 2.74699e-06 3.98312e-08 0.0422886 7.42266e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #534 of 1000; initialization seed = 493582759 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 498047 Distortion: 0.0492096 Distortions/cluster: 4.35604e-05 1.98595e-05 3.99696e-05 0.000296957 0.00391362 0.0446389 1.67318e-05 2.43848e-05 4.90368e-05 3.82031e-05 1.82397e-05 1.74003e-05 2.86012e-05 3.53035e-05 2.88572e-05 Variance: 8.33356e-06 Variances/cluster: 2.7222e-06 3.45343e-08 6.86544e-08 6.76384e-07 0.00391989 0.0422886 3.66089e-08 4.8961e-08 8.51064e-08 3.15692e-07 3.8558e-08 3.45214e-08 7.50627e-08 5.95142e-08 4.20011e-08 -------------------------------------------------------------- Initialization seed trial #535 of 1000; initialization seed = 493582760 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 502232 Distortion: 0.0453377 Distortions/cluster: 2.96888e-05 6.80765e-05 8.37767e-05 9.75299e-06 7.46482e-05 0.000307974 1.98099e-05 2.21054e-05 2.9099e-05 1.88396e-05 1.08283e-34 1.27749e-35 2.46969e-05 1.03374e-05 0.0446389 Variance: 7.67785e-06 Variances/cluster: 7.57307e-08 7.62086e-08 9.74973e-08 3.27244e-08 1.17361e-07 1.71076e-05 4.02605e-08 4.0706e-08 6.13853e-08 3.89214e-08 0 0 5.24304e-08 3.01348e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #536 of 1000; initialization seed = 493582761 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 572758 Distortion: 0.00963592 Distortions/cluster: 1.68346e-05 0.000113649 2.24222e-05 1.27749e-35 4.28544e-05 0.000345108 9.25106e-06 1.03695e-05 0.000319065 1.08283e-34 9.48254e-06 1.073e-05 1.43336e-05 0 0.00872182 Variance: 1.63182e-06 Variances/cluster: 6.65185e-08 5.73927e-08 6.14105e-08 0 6.36712e-08 3.886e-07 5.25459e-08 4.86675e-08 5.20456e-07 0 5.67646e-08 5.33658e-08 3.82105e-08 0 0.156503 -------------------------------------------------------------- Initialization seed trial #537 of 1000; initialization seed = 493582762 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 604312 Distortion: 0.00460343 Distortions/cluster: 2.36116e-05 3.85809e-05 3.35214e-05 0.000307416 4.67043e-05 1.94952e-05 0 3.48071e-05 9.64317e-35 2.13371e-05 8.64093e-05 0.00391362 2.37044e-35 3.83627e-05 3.95651e-05 Variance: 7.79582e-07 Variances/cluster: 6.96288e-08 7.63917e-08 6.22874e-08 4.94992e-07 2.74699e-06 6.41085e-08 0 6.09382e-08 6.86694e-32 3.56767e-08 1.01769e-07 0.00391989 0 5.84741e-08 4.36663e-08 -------------------------------------------------------------- Initialization seed trial #538 of 1000; initialization seed = 493582763 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 556844 Distortion: 0.0133165 Distortions/cluster: 6.76894e-05 2.91617e-05 1.57846e-05 4.67043e-05 1.63085e-05 8.366e-05 0.00391362 2.90326e-05 0.000301126 2.16275e-05 0 1.82668e-05 2.9519e-05 2.22108e-05 0.00872182 Variance: 2.25513e-06 Variances/cluster: 7.57754e-08 6.19094e-08 3.62833e-08 2.74699e-06 3.92938e-08 9.74749e-08 0.00391989 7.5797e-08 2.55162e-06 3.58624e-08 0 4.01432e-08 3.75528e-08 4.73535e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #539 of 1000; initialization seed = 493582764 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 556699 Distortion: 0.0133199 Distortions/cluster: 0 4.67839e-05 2.30574e-05 0.000279588 4.07957e-05 3.73047e-05 0.00391362 7.89067e-05 4.20705e-05 2.73013e-05 4.67043e-05 2.16866e-05 1.78167e-05 0.00872182 2.23931e-05 Variance: 2.25569e-06 Variances/cluster: 0 8.44208e-08 3.69468e-08 1.03927e-06 6.98334e-08 6.0737e-08 0.00391989 1.11914e-07 4.48473e-08 5.28025e-08 2.74699e-06 4.09915e-08 7.7458e-08 0.156503 6.9538e-08 -------------------------------------------------------------- Initialization seed trial #540 of 1000; initialization seed = 493582765 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 502154 Distortion: 0.0453186 Distortions/cluster: 0.000297453 2.7094e-05 2.86012e-05 3.41628e-05 2.1474e-05 1.27749e-35 0.0446389 7.78554e-05 2.29791e-05 2.62273e-05 2.17412e-05 4.67043e-05 4.20705e-05 3.33079e-05 1.08283e-34 Variance: 7.67461e-06 Variances/cluster: 6.63905e-07 5.30168e-08 7.50627e-08 7.4731e-08 4.74936e-08 0 0.0422886 1.10895e-07 3.68804e-08 6.12585e-08 4.10172e-08 2.74699e-06 4.48473e-08 8.00416e-08 0 -------------------------------------------------------------- Initialization seed trial #541 of 1000; initialization seed = 493582766 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 499246 Distortion: 0.0489674 Distortions/cluster: 2.20621e-05 0.0446389 3.90357e-05 2.27061e-05 4.81569e-35 1.8786e-05 3.07716e-05 0.00391362 6.73163e-05 4.35604e-05 1.25053e-05 2.24305e-05 3.26398e-05 1.9419e-05 8.366e-05 Variance: 8.29254e-06 Variances/cluster: 3.6104e-08 0.0422886 3.17326e-07 5.02305e-08 2.67973e-31 3.88907e-08 4.32147e-08 0.00391989 7.54422e-08 2.7222e-06 6.12955e-08 5.07431e-08 3.85324e-08 7.41129e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #542 of 1000; initialization seed = 493582767 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 503265 Distortion: 0.0450609 Distortions/cluster: 2.95988e-05 6.6306e-05 4.81569e-35 0.0446389 1.08283e-34 3.11248e-05 3.33853e-05 2.86463e-05 3.78274e-05 1.27749e-35 1.92403e-05 2.35247e-05 2.2302e-05 8.33627e-05 4.67043e-05 Variance: 7.63098e-06 Variances/cluster: 6.24396e-08 7.43933e-08 2.67973e-31 0.0422886 0 4.31652e-08 3.89981e-08 7.5181e-08 3.00181e-07 0 3.98312e-08 4.86004e-08 3.63182e-08 9.73555e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #543 of 1000; initialization seed = 493582768 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 502154 Distortion: 0.0453186 Distortions/cluster: 2.62273e-05 1.08283e-34 0.0446389 2.29791e-05 4.67043e-05 2.17412e-05 1.27749e-35 2.1474e-05 3.41628e-05 4.20705e-05 2.7094e-05 7.78554e-05 0.000297453 2.86012e-05 3.33079e-05 Variance: 7.67461e-06 Variances/cluster: 6.12585e-08 0 0.0422886 3.68804e-08 2.74699e-06 4.10172e-08 0 4.74936e-08 7.4731e-08 4.48473e-08 5.30168e-08 1.10895e-07 6.63905e-07 7.50627e-08 8.00416e-08 -------------------------------------------------------------- Initialization seed trial #544 of 1000; initialization seed = 493582769 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 688521 Distortion: 0.000721425 Distortions/cluster: 0 9.64317e-35 3.23673e-05 1.08283e-34 2.2698e-05 4.31509e-05 0.000101095 2.37044e-35 4.96348e-05 1.27749e-35 0 3.36924e-05 2.70509e-05 0.00010376 0.000307974 Variance: 1.22172e-07 Variances/cluster: 0 6.86694e-32 7.98937e-08 0 4.95429e-08 6.42071e-08 5.65038e-08 0 8.03088e-08 0 0 7.33809e-08 6.25973e-08 9.83424e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #545 of 1000; initialization seed = 493582770 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 574276 Distortion: 0.00917038 Distortions/cluster: 8.366e-05 0.00872182 2.25053e-05 1.08283e-34 6.81933e-05 3.81032e-05 2.97647e-05 2.58561e-05 4.81569e-35 7.86324e-05 3.00268e-05 4.67043e-05 1.27749e-35 2.51166e-05 0 Variance: 1.55299e-06 Variances/cluster: 9.74749e-08 0.156503 3.64712e-08 0 7.6254e-08 4.08797e-08 6.11135e-08 5.3862e-08 2.67973e-31 1.25199e-07 7.58193e-08 2.74699e-06 0 4.22088e-08 0 -------------------------------------------------------------- Initialization seed trial #546 of 1000; initialization seed = 493582771 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 502215 Distortion: 0.0453071 Distortions/cluster: 2.61316e-05 8.11304e-05 4.10797e-05 0.000304149 3.48071e-05 2.28877e-05 2.97415e-05 1.27749e-35 3.25482e-05 2.297e-05 1.92126e-05 0.0446389 1.08283e-34 2.86463e-05 2.4864e-05 Variance: 7.67267e-06 Variances/cluster: 5.32163e-08 1.20005e-07 4.39787e-08 1.78889e-05 6.09382e-08 4.14594e-08 6.2346e-08 0 6.08182e-08 3.68657e-08 6.35975e-08 0.0422886 0 7.5181e-08 7.22565e-08 -------------------------------------------------------------- Initialization seed trial #547 of 1000; initialization seed = 493582772 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 607398 Distortion: 0.00435116 Distortions/cluster: 4.81569e-35 3.99696e-05 3.58899e-05 3.12744e-05 4.90368e-05 2.83349e-05 3.45357e-05 9.86505e-05 3.02112e-05 0 4.67043e-05 0.00391362 9.64317e-35 2.37044e-35 4.29272e-05 Variance: 7.3686e-07 Variances/cluster: 2.67973e-31 6.86544e-08 6.04009e-08 6.06044e-08 8.51064e-08 5.72371e-08 4.43853e-08 9.98397e-08 7.57112e-08 0 2.74699e-06 0.00391989 6.86694e-32 0 4.47585e-08 -------------------------------------------------------------- Initialization seed trial #548 of 1000; initialization seed = 493582773 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 572440 Distortion: 0.00941221 Distortions/cluster: 4.90368e-05 1.08283e-34 0 0.000297453 0.00872182 2.31056e-05 3.99696e-05 4.1962e-05 3.58899e-05 1.27749e-35 4.67043e-05 2.7154e-05 7.87748e-05 2.17412e-05 2.86012e-05 Variance: 1.59394e-06 Variances/cluster: 8.51064e-08 0 0 6.63905e-07 0.156503 3.69647e-08 6.86544e-08 4.48273e-08 6.04009e-08 0 2.74699e-06 5.30305e-08 1.12045e-07 4.10172e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #549 of 1000; initialization seed = 493582774 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 557901 Distortion: 0.0130564 Distortions/cluster: 7.8852e-05 2.29193e-05 4.07957e-05 3.73047e-05 0.00391362 4.67839e-05 4.17764e-05 2.96461e-05 2.61719e-05 0.00872182 4.67043e-05 2.14045e-05 4.81569e-35 0 2.86463e-05 Variance: 2.21108e-06 Variances/cluster: 1.11995e-07 3.68435e-08 6.98334e-08 6.0737e-08 0.00391989 8.44208e-08 4.46767e-08 6.24078e-08 5.31902e-08 0.156503 2.74699e-06 4.07665e-08 2.67973e-31 0 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #550 of 1000; initialization seed = 493582775 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 604199 Distortion: 0.00460646 Distortions/cluster: 3.33079e-05 0.00391362 2.62273e-05 9.64317e-35 0 0.000317415 4.2552e-05 4.1912e-05 7.86183e-05 2.52785e-05 3.41628e-05 2.37044e-35 2.1474e-05 2.51849e-05 4.67043e-05 Variance: 7.80095e-07 Variances/cluster: 8.00416e-08 0.00391989 6.12585e-08 6.86694e-32 0 5.34325e-07 4.5168e-08 6.27371e-08 1.08429e-07 4.57899e-08 7.4731e-08 0 4.74936e-08 3.85636e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #551 of 1000; initialization seed = 493582776 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 556910 Distortion: 0.0133225 Distortions/cluster: 3.28066e-05 2.76949e-05 2.51399e-05 0.000281981 0.00391362 3.46333e-05 1.8854e-05 0.00872182 2.59491e-05 9.84776e-05 4.67043e-05 3.41106e-05 1.79138e-05 4.27879e-05 0 Variance: 2.25614e-06 Variances/cluster: 6.08462e-08 5.68632e-08 7.24266e-08 8.72931e-07 0.00391989 6.09541e-08 6.32482e-08 0.156503 7.07002e-08 9.92628e-08 2.74699e-06 4.41225e-08 7.62231e-08 4.47065e-08 0 -------------------------------------------------------------- Initialization seed trial #552 of 1000; initialization seed = 493582777 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 535799 Distortion: 0.0218437 Distortions/cluster: 0.000113903 4.67043e-05 2.39695e-05 1.08283e-34 7.93192e-05 4.81569e-35 2.29193e-05 2.97415e-05 4.17764e-05 2.90536e-05 2.61316e-05 0.0214302 1.27749e-35 0 2.37044e-35 Variance: 3.69919e-06 Variances/cluster: 1.08652e-07 2.74699e-06 4.52211e-08 0 1.12659e-07 2.67973e-31 3.68435e-08 6.2346e-08 4.46767e-08 7.60505e-08 5.32163e-08 3.06483e-05 0 0 0 -------------------------------------------------------------- Initialization seed trial #553 of 1000; initialization seed = 493582778 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 498882 Distortion: 0.0489665 Distortions/cluster: 4.67043e-05 2.17464e-05 2.58511e-05 2.41898e-05 0.00391362 4.81569e-35 4.07957e-05 2.23064e-05 7.89562e-05 0.0446389 4.05638e-05 1.15575e-05 1.72269e-05 3.73047e-05 4.67839e-05 Variance: 8.29238e-06 Variances/cluster: 2.74699e-06 4.07962e-08 5.61933e-08 5.4111e-08 0.00391989 2.67973e-31 6.98334e-08 3.63255e-08 1.14088e-07 0.0422886 4.36601e-08 6.17997e-08 6.3563e-08 6.0737e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #554 of 1000; initialization seed = 493582779 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 556536 Distortion: 0.0133151 Distortions/cluster: 7.78554e-05 3.37304e-05 3.32281e-05 0 2.7094e-05 0.00391362 2.86012e-05 2.17412e-05 0.000297453 2.60888e-05 4.67043e-05 4.20705e-05 2.29791e-05 0.00872182 2.21275e-05 Variance: 2.25489e-06 Variances/cluster: 1.10895e-07 7.3624e-08 8.00423e-08 0 5.30168e-08 0.00391989 7.50627e-08 4.10172e-08 6.63905e-07 6.13652e-08 2.74699e-06 4.48473e-08 3.68804e-08 0.156503 4.86161e-08 -------------------------------------------------------------- Initialization seed trial #555 of 1000; initialization seed = 493582780 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 572842 Distortion: 0.00940377 Distortions/cluster: 2.23296e-05 1.27749e-35 6.73163e-05 1.08283e-34 3.07784e-05 3.29907e-05 1.91579e-05 2.95971e-05 0 4.17482e-05 0.000300791 2.36858e-05 8.366e-05 0.00872182 2.98939e-05 Variance: 1.59251e-06 Variances/cluster: 3.63633e-08 0 7.54422e-08 0 4.32243e-08 3.87636e-08 3.94158e-08 6.102e-08 0 3.39376e-07 1.87971e-05 5.00711e-08 9.74749e-08 0.156503 7.58668e-08 -------------------------------------------------------------- Initialization seed trial #556 of 1000; initialization seed = 493582781 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 572463 Distortion: 0.00940409 Distortions/cluster: 2.27293e-05 4.09473e-05 3.99696e-05 3.58899e-05 0.000307974 2.98108e-05 2.19517e-05 7.87896e-05 2.93825e-05 0.00872182 2.57855e-05 1.27749e-35 1.08283e-34 0 4.90368e-05 Variance: 1.59256e-06 Variances/cluster: 3.66559e-08 4.38839e-08 6.86544e-08 6.04009e-08 1.71076e-05 7.58485e-08 4.09507e-08 1.14177e-07 6.10813e-08 0.156503 5.36033e-08 0 0 0 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #557 of 1000; initialization seed = 493582782 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 80 BIC score: 508606 Distortion: 0.0399552 Distortions/cluster: 2.37044e-35 4.81569e-35 4.67043e-05 2.2302e-05 2.35247e-05 3.33853e-05 0.00391362 0.0356196 6.60089e-05 2.86463e-05 2.95988e-05 1.92403e-05 3.11248e-05 3.78274e-05 8.366e-05 Variance: 6.76633e-06 Variances/cluster: 0 2.67973e-31 2.74699e-06 3.63182e-08 4.86004e-08 3.89981e-08 0.00391989 0.035575 7.42266e-08 7.5181e-08 6.24396e-08 3.98312e-08 4.31652e-08 3.00181e-07 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #558 of 1000; initialization seed = 493582783 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 501978 Distortion: 0.0453228 Distortions/cluster: 2.05995e-05 2.03331e-05 0.000300177 4.90368e-05 1.08283e-34 3.99696e-05 3.58899e-05 0.0446389 2.06709e-05 2.89397e-05 2.05605e-05 1.27749e-35 4.67043e-05 2.48454e-05 7.6133e-05 Variance: 7.67532e-06 Variances/cluster: 3.52088e-08 4.034e-08 7.52264e-07 8.51064e-08 0 6.86544e-08 6.04009e-08 0.0422886 3.99785e-08 6.07928e-08 4.01536e-08 0 2.74699e-06 5.29706e-08 1.13283e-07 -------------------------------------------------------------- Initialization seed trial #559 of 1000; initialization seed = 493582784 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 688103 Distortion: 0.000707022 Distortions/cluster: 4.6908e-05 1.27749e-35 0.000299528 0 4.67043e-05 4.07184e-05 2.87715e-05 4.29557e-05 2.85345e-05 1.08283e-34 9.64317e-35 3.72578e-05 9.76081e-05 2.37044e-35 3.80351e-05 Variance: 1.19733e-07 Variances/cluster: 8.44922e-08 0 6.17534e-07 0 2.74699e-06 6.9701e-08 7.51155e-08 4.4556e-08 5.57265e-08 0 6.86694e-32 6.07595e-08 1.00308e-07 0 4.64357e-08 -------------------------------------------------------------- Initialization seed trial #560 of 1000; initialization seed = 493582785 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 572888 Distortion: 0.0094109 Distortions/cluster: 0.00872182 4.8904e-05 1.27749e-35 1.08283e-34 2.11957e-05 0 4.4522e-05 4.22437e-05 4.72422e-05 2.31325e-05 1.44798e-05 2.48952e-05 2.06002e-05 9.38883e-05 0.000307974 Variance: 1.59372e-06 Variances/cluster: 0.156503 5.15265e-08 0 0 7.11044e-08 0 4.47417e-08 6.36145e-08 8.00651e-08 5.91436e-08 5.81331e-08 6.38127e-08 4.84553e-08 1.00406e-07 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #561 of 1000; initialization seed = 493582786 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 68 BIC score: 518068 Distortion: 0.0320633 Distortions/cluster: 1.20795e-05 0.000118409 2.14989e-05 1.27749e-35 0.000301613 0.00998646 0.0214238 2.24799e-05 2.42789e-05 3.15345e-05 4.67043e-05 2.30223e-05 1.96012e-05 3.18416e-05 0 Variance: 5.42986e-06 Variances/cluster: 6.16251e-08 1.10421e-07 3.57083e-08 0 2.53427e-06 0.185417 3.19177e-05 4.56862e-08 7.24689e-08 3.78987e-08 2.74699e-06 4.79592e-08 5.07757e-08 4.53544e-08 0 -------------------------------------------------------------- Initialization seed trial #562 of 1000; initialization seed = 493582787 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 604622 Distortion: 0.00463158 Distortions/cluster: 0.000298073 7.86324e-05 2.71031e-05 9.64317e-35 6.81933e-05 0.00391362 4.67043e-05 8.366e-05 2.37044e-35 3.85916e-05 2.52487e-05 0 2.29829e-05 0 2.87715e-05 Variance: 7.84349e-07 Variances/cluster: 6.49343e-07 1.25199e-07 5.3243e-08 6.86694e-32 7.6254e-08 0.00391989 2.74699e-06 9.74749e-08 0 4.11827e-08 4.22886e-08 0 3.68864e-08 0 7.51155e-08 -------------------------------------------------------------- Initialization seed trial #563 of 1000; initialization seed = 493582788 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 498428 Distortion: 0.0492299 Distortions/cluster: 2.83322e-05 4.67043e-05 1.87759e-05 0.00391362 1.68957e-05 2.52595e-05 1.58674e-05 1.83669e-05 0.000277645 2.03383e-05 8.366e-05 6.60089e-05 2.1718e-05 3.78274e-05 0.0446389 Variance: 8.33699e-06 Variances/cluster: 4.1846e-08 2.74699e-06 6.47395e-08 0.00391989 3.44779e-08 5.74033e-08 3.51017e-08 3.84208e-08 1.81452e-06 3.49416e-08 9.74749e-08 7.42266e-08 4.82579e-08 3.00181e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #564 of 1000; initialization seed = 493582789 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 498882 Distortion: 0.0489665 Distortions/cluster: 4.81569e-35 4.05638e-05 1.15575e-05 3.73047e-05 0.0446389 2.23064e-05 2.41898e-05 4.07957e-05 1.72269e-05 2.58511e-05 0.00391362 7.89562e-05 2.17464e-05 4.67043e-05 4.67839e-05 Variance: 8.29238e-06 Variances/cluster: 2.67973e-31 4.36601e-08 6.17997e-08 6.0737e-08 0.0422886 3.63255e-08 5.4111e-08 6.98334e-08 6.3563e-08 5.61933e-08 0.00391989 1.14088e-07 4.07962e-08 2.74699e-06 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #565 of 1000; initialization seed = 493582790 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 572467 Distortion: 0.00940409 Distortions/cluster: 1.27749e-35 0.000307974 2.58452e-05 2.97415e-05 3.81561e-05 2.61316e-05 0.00872182 0 3.73047e-05 4.67839e-05 1.08283e-34 2.19964e-05 7.8891e-05 2.86463e-05 4.07957e-05 Variance: 1.59256e-06 Variances/cluster: 0 1.71076e-05 4.12815e-08 6.2346e-08 4.10244e-08 5.32163e-08 0.156503 0 6.0737e-08 8.44208e-08 0 4.09577e-08 1.13994e-07 7.5181e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #566 of 1000; initialization seed = 493582791 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 688789 Distortion: 0.000718131 Distortions/cluster: 3.44908e-05 4.30816e-05 2.447e-05 3.28638e-05 0 0.000104435 9.64317e-35 2.37044e-35 4.96348e-05 1.27749e-35 1.9604e-05 0 0.000101576 1.08283e-34 0.000307974 Variance: 1.21614e-07 Variances/cluster: 6.09179e-08 6.41994e-08 7.1948e-08 6.08393e-08 0 9.92642e-08 6.86694e-32 0 8.03088e-08 0 6.40449e-08 0 5.65829e-08 0 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #567 of 1000; initialization seed = 493582792 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 572712 Distortion: 0.00943287 Distortions/cluster: 2.51827e-05 2.51166e-05 1.08283e-34 1.27749e-35 0.00872182 8.37767e-05 0 1.12945e-05 2.23619e-05 0.000294556 4.67043e-05 6.80765e-05 7.59364e-05 4.08802e-05 1.71648e-05 Variance: 1.59744e-06 Variances/cluster: 5.41515e-08 4.22088e-08 0 0 0.156503 9.74973e-08 0 6.1378e-08 3.63566e-08 6.73986e-07 2.74699e-06 7.62086e-08 1.20907e-07 4.38121e-08 6.17392e-08 -------------------------------------------------------------- Initialization seed trial #568 of 1000; initialization seed = 493582793 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 502567 Distortion: 0.0453248 Distortions/cluster: 1.08283e-34 2.85345e-05 1.19718e-05 4.67043e-05 0.0446389 2.94601e-05 1.27517e-05 4.29557e-05 2.6026e-05 0.000299528 2.4081e-05 2.87715e-05 3.80351e-05 1.27749e-35 9.7061e-05 Variance: 7.67566e-06 Variances/cluster: 0 5.57265e-08 5.56649e-08 2.74699e-06 0.0422886 5.92563e-08 5.22441e-08 4.4556e-08 5.70561e-08 6.17534e-07 7.10133e-08 7.51155e-08 4.64357e-08 0 9.98481e-08 -------------------------------------------------------------- Initialization seed trial #569 of 1000; initialization seed = 493582794 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 75 BIC score: 507619 Distortion: 0.0402084 Distortions/cluster: 2.24268e-05 7.75199e-05 2.37044e-35 2.28214e-05 0.00391362 2.4224e-05 1.25053e-05 4.67839e-05 3.73047e-05 0.0356196 1.9419e-05 4.04796e-05 0.000307974 4.07957e-05 2.29781e-05 Variance: 6.80921e-06 Variances/cluster: 3.63439e-08 1.16037e-07 0 4.13392e-08 0.00391989 5.4309e-08 6.12955e-08 8.44208e-08 6.0737e-08 0.035575 7.41129e-08 4.36635e-08 1.71076e-05 6.98334e-08 5.02762e-08 -------------------------------------------------------------- Initialization seed trial #570 of 1000; initialization seed = 493582795 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 557879 Distortion: 0.0130564 Distortions/cluster: 3.00268e-05 2.58561e-05 4.67043e-05 7.80233e-05 3.67534e-05 4.75489e-05 2.97647e-05 2.25053e-05 3.81032e-05 2.51166e-05 0 4.05825e-05 0.00391362 0.00872182 4.81569e-35 Variance: 2.21108e-06 Variances/cluster: 7.58193e-08 5.3862e-08 2.74699e-06 1.24428e-07 6.05294e-08 8.47307e-08 6.11135e-08 3.64712e-08 4.08797e-08 4.22088e-08 0 6.94685e-08 0.00391989 0.156503 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #571 of 1000; initialization seed = 493582796 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 502319 Distortion: 0.0453142 Distortions/cluster: 3.58899e-05 4.05456e-05 3.99696e-05 7.75199e-05 1.15575e-05 2.43816e-05 2.58511e-05 1.72269e-05 1.27749e-35 4.90368e-05 0.0446389 1.08283e-34 2.23605e-05 2.29397e-05 0.000307974 Variance: 7.67387e-06 Variances/cluster: 6.04009e-08 4.36876e-08 6.86544e-08 1.16037e-07 6.17997e-08 5.42972e-08 5.61933e-08 6.3563e-08 0 8.51064e-08 0.0422886 0 3.62953e-08 4.14035e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #572 of 1000; initialization seed = 493582797 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 512503 Distortion: 0.0363304 Distortions/cluster: 6.81933e-05 0.0356196 2.37044e-35 7.27305e-05 2.45807e-05 1.08283e-34 2.10708e-05 1.95154e-05 2.87715e-05 1.27749e-35 8.366e-05 2.68324e-05 0.000297613 4.67043e-05 2.11868e-05 Variance: 6.15248e-06 Variances/cluster: 7.6254e-08 0.035575 0 1.2347e-07 4.14475e-08 0 3.55884e-08 3.88718e-08 7.51155e-08 0 9.74749e-08 5.2815e-08 6.59842e-07 2.74699e-06 4.09767e-08 -------------------------------------------------------------- Initialization seed trial #573 of 1000; initialization seed = 493582798 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 604382 Distortion: 0.00459445 Distortions/cluster: 4.01494e-05 3.48071e-05 0.000304149 1.8854e-05 9.03165e-05 4.20918e-05 2.37044e-35 3.26327e-05 3.3453e-05 2.51399e-05 3.74675e-05 9.64317e-35 2.17624e-05 0.00391362 0 Variance: 7.7806e-07 Variances/cluster: 6.29247e-08 6.09382e-08 1.78889e-05 6.32482e-08 1.1163e-07 7.72265e-08 0 6.08624e-08 5.34342e-08 7.24266e-08 4.10792e-08 6.86694e-32 3.59668e-08 0.00391989 0 -------------------------------------------------------------- Initialization seed trial #574 of 1000; initialization seed = 493582799 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 53 BIC score: 498100 Distortion: 0.0492087 Distortions/cluster: 0.0446389 4.67043e-05 4.07957e-05 3.57241e-05 2.9803e-05 2.37324e-05 4.67839e-05 3.67128e-05 0.00391362 2.14233e-05 1.68047e-05 1.52401e-05 1.66321e-05 0.000297226 2.86012e-05 Variance: 8.3334e-06 Variances/cluster: 0.0422886 2.74699e-06 6.98334e-08 2.95206e-07 3.77221e-08 4.82322e-08 8.44208e-08 5.98708e-08 0.00391989 3.57611e-08 3.70932e-08 3.51125e-08 3.95962e-08 6.69374e-07 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #575 of 1000; initialization seed = 493582800 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 84 BIC score: 556535 Distortion: 0.0133151 Distortions/cluster: 2.17412e-05 0 2.7094e-05 0.000297453 4.67043e-05 2.62273e-05 3.33079e-05 2.1474e-05 3.41628e-05 7.78554e-05 0.00872182 0.00391362 2.29791e-05 4.20705e-05 2.86012e-05 Variance: 2.25489e-06 Variances/cluster: 4.10172e-08 0 5.30168e-08 6.63905e-07 2.74699e-06 6.12585e-08 8.00416e-08 4.74936e-08 7.4731e-08 1.10895e-07 0.156503 0.00391989 3.68804e-08 4.48473e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #576 of 1000; initialization seed = 493582801 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 91 BIC score: 503275 Distortion: 0.0450608 Distortions/cluster: 2.39374e-05 3.11248e-05 3.90357e-05 0.0446389 1.92403e-05 2.23668e-05 3.33853e-05 1.08283e-34 1.27749e-35 4.35604e-05 4.81569e-35 2.95988e-05 2.86463e-05 8.366e-05 6.73163e-05 Variance: 7.63096e-06 Variances/cluster: 4.9453e-08 4.31652e-08 3.17326e-07 0.0422886 3.98312e-08 3.63646e-08 3.89981e-08 0 0 2.7222e-06 2.67973e-31 6.24396e-08 7.5181e-08 9.74749e-08 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #577 of 1000; initialization seed = 493582802 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 687905 Distortion: 0.000709852 Distortions/cluster: 2.37044e-35 9.64317e-35 6.81933e-05 2.86463e-05 0.000307974 1.27749e-35 2.96461e-05 1.08283e-34 2.29193e-05 2.61719e-05 2.14045e-05 8.01568e-05 0 8.366e-05 4.10797e-05 Variance: 1.20212e-07 Variances/cluster: 0 6.86694e-32 7.6254e-08 7.5181e-08 1.71076e-05 0 6.24078e-08 0 3.68435e-08 5.31902e-08 4.07665e-08 1.13526e-07 0 9.74749e-08 4.39787e-08 -------------------------------------------------------------- Initialization seed trial #578 of 1000; initialization seed = 493582803 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 556615 Distortion: 0.0133037 Distortions/cluster: 2.29829e-05 3.48071e-05 0.000307974 0.00391362 3.34105e-05 2.36116e-05 3.84321e-05 7.74101e-05 0.00872182 1.96059e-05 2.97415e-05 2.86463e-05 2.63314e-05 2.53108e-05 0 Variance: 2.25296e-06 Variances/cluster: 3.68864e-08 6.09382e-08 1.71076e-05 0.00391989 6.21969e-08 6.96288e-08 4.11003e-08 1.23845e-07 0.156503 6.42612e-08 6.2346e-08 7.5181e-08 5.32975e-08 4.23217e-08 0 -------------------------------------------------------------- Initialization seed trial #579 of 1000; initialization seed = 493582804 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 498237 Distortion: 0.049193 Distortions/cluster: 2.23717e-05 0.00391362 4.08979e-05 3.33687e-05 0.0446389 1.96059e-05 2.86463e-05 2.95988e-05 3.12812e-05 3.33532e-05 2.40209e-05 3.33158e-05 1.92422e-05 2.39374e-05 0.000300791 Variance: 8.33073e-06 Variances/cluster: 3.64319e-08 0.00391989 3.37961e-07 5.91449e-08 0.0422886 6.42612e-08 7.5181e-08 6.24396e-08 4.33219e-08 3.89606e-08 7.04205e-08 6.16762e-08 3.97528e-08 4.9453e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #580 of 1000; initialization seed = 493582805 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 556374 Distortion: 0.0133106 Distortions/cluster: 7.41809e-05 2.91421e-05 0 2.20807e-05 2.0808e-05 0.00872182 0.000307974 4.67839e-05 2.24017e-05 3.73047e-05 2.90326e-05 2.56498e-05 1.90162e-05 0.00391362 4.07957e-05 Variance: 2.25413e-06 Variances/cluster: 1.16626e-07 6.18677e-08 0 4.13459e-08 3.53837e-08 0.156503 1.71076e-05 8.44208e-08 4.06526e-08 6.0737e-08 7.5797e-08 5.26643e-08 3.93675e-08 0.00391989 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #581 of 1000; initialization seed = 493582806 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 50 BIC score: 498166 Distortion: 0.0492246 Distortions/cluster: 3.33079e-05 4.06528e-05 3.41628e-05 2.62273e-05 2.58364e-05 0.0446389 4.67043e-05 0.00391362 7.65225e-05 0.000277029 2.06242e-05 2.29397e-05 2.22531e-05 2.43452e-05 2.1474e-05 Variance: 8.33609e-06 Variances/cluster: 8.00416e-08 4.37089e-08 7.4731e-08 6.12585e-08 5.69037e-08 0.0422886 2.74699e-06 0.00391989 1.14888e-07 1.92365e-06 6.40454e-08 4.14035e-08 3.62386e-08 5.4337e-08 4.74936e-08 -------------------------------------------------------------- Initialization seed trial #582 of 1000; initialization seed = 493582807 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 502200 Distortion: 0.0453072 Distortions/cluster: 1.94952e-05 2.58561e-05 3.48071e-05 0.0446389 3.35214e-05 3.00268e-05 1.27749e-35 1.08283e-34 4.08802e-05 7.48573e-05 2.36116e-05 0.000307974 2.97647e-05 2.50334e-05 2.24293e-05 Variance: 7.67268e-06 Variances/cluster: 6.41085e-08 5.3862e-08 6.09382e-08 0.0422886 6.22874e-08 7.58193e-08 0 0 4.38121e-08 1.19379e-07 6.96288e-08 1.71076e-05 6.11135e-08 4.21398e-08 3.64069e-08 -------------------------------------------------------------- Initialization seed trial #583 of 1000; initialization seed = 493582808 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 16 BIC score: 502458 Distortion: 0.045298 Distortions/cluster: 0.000300762 1.08283e-34 3.51666e-05 3.24509e-05 3.50058e-05 3.80062e-05 3.35214e-05 2.36116e-05 4.67043e-05 0.0446389 1.27749e-35 3.98499e-05 2.07945e-05 1.94952e-05 3.36824e-05 Variance: 7.67112e-06 Variances/cluster: 2.54854e-06 0 5.52011e-08 3.84001e-08 5.80478e-08 7.64653e-08 6.22874e-08 6.96288e-08 2.74699e-06 0.0422886 0 4.70998e-08 3.52409e-08 6.41085e-08 5.91764e-08 -------------------------------------------------------------- Initialization seed trial #584 of 1000; initialization seed = 493582809 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 503249 Distortion: 0.0450805 Distortions/cluster: 2.2375e-05 4.81569e-35 7.88843e-05 4.04566e-05 1.25053e-05 1.08283e-34 8.366e-05 1.27749e-35 6.81933e-05 2.43621e-05 0.0446389 2.26375e-05 4.67043e-05 1.9419e-05 2.23566e-05 Variance: 7.63429e-06 Variances/cluster: 3.63188e-08 2.67973e-31 1.15486e-07 4.36858e-08 6.12955e-08 0 9.74749e-08 0 7.6254e-08 5.43748e-08 0.0422886 5.00789e-08 2.74699e-06 7.41129e-08 4.11684e-08 -------------------------------------------------------------- Initialization seed trial #585 of 1000; initialization seed = 493582810 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 502891 Distortion: 0.0450599 Distortions/cluster: 7.8237e-05 4.0274e-05 1.08283e-34 4.90368e-05 4.81569e-35 2.27293e-05 2.19517e-05 3.61391e-05 2.93825e-05 1.27749e-35 2.59354e-05 2.98108e-05 0.0446389 4.0797e-05 4.67043e-05 Variance: 7.63081e-06 Variances/cluster: 1.13541e-07 6.8705e-08 0 8.51064e-08 2.67973e-31 3.66559e-08 4.09507e-08 6.1129e-08 6.10813e-08 0 5.3803e-08 7.58485e-08 0.0422886 4.37697e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #586 of 1000; initialization seed = 493582811 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 18 BIC score: 572273 Distortion: 0.00941809 Distortions/cluster: 4.17149e-05 2.10971e-05 4.67043e-05 2.09958e-05 2.29755e-05 2.31879e-05 3.73047e-05 7.72997e-05 4.07957e-05 0 0.00872182 1.08283e-34 0.000317415 4.67839e-05 1.27749e-35 Variance: 1.59494e-06 Variances/cluster: 6.25357e-08 4.05677e-08 2.74699e-06 4.1084e-08 4.30212e-08 3.76995e-08 6.0737e-08 1.11373e-07 6.98334e-08 0 0.156503 0 5.34325e-07 8.44208e-08 0 -------------------------------------------------------------- Initialization seed trial #587 of 1000; initialization seed = 493582812 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 572471 Distortion: 0.00940411 Distortions/cluster: 2.96461e-05 0 2.14045e-05 1.08283e-34 1.27749e-35 4.90368e-05 3.58899e-05 4.17764e-05 2.29193e-05 7.8852e-05 2.61719e-05 0.000307974 3.99696e-05 0.00872182 2.86463e-05 Variance: 1.59257e-06 Variances/cluster: 6.24078e-08 0 4.07665e-08 0 0 8.51064e-08 6.04009e-08 4.46767e-08 3.68435e-08 1.11995e-07 5.31902e-08 1.71076e-05 6.86544e-08 0.156503 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #588 of 1000; initialization seed = 493582813 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 556607 Distortion: 0.0133037 Distortions/cluster: 0.000307974 2.25053e-05 0 3.48071e-05 4.07238e-05 2.51166e-05 2.58561e-05 0.00391362 3.34105e-05 1.96059e-05 3.00268e-05 7.48535e-05 2.97647e-05 2.36116e-05 0.00872182 Variance: 2.25295e-06 Variances/cluster: 1.71076e-05 3.64712e-08 0 6.09382e-08 4.36913e-08 4.22088e-08 5.3862e-08 0.00391989 6.21969e-08 6.42612e-08 7.58193e-08 1.19563e-07 6.11135e-08 6.96288e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #589 of 1000; initialization seed = 493582814 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 572387 Distortion: 0.00943265 Distortions/cluster: 1.08283e-34 7.66597e-05 0.00872182 2.65995e-05 0.00029723 1.88637e-05 2.10126e-05 6.80765e-05 8.37767e-05 1.27749e-35 0 2.87715e-05 4.67043e-05 2.10881e-05 2.20479e-05 Variance: 1.5974e-06 Variances/cluster: 0 1.14067e-07 0.156503 5.26676e-08 6.67879e-07 3.91328e-08 3.55502e-08 7.62086e-08 9.74973e-08 0 0 7.51155e-08 2.74699e-06 4.02406e-08 4.13619e-08 -------------------------------------------------------------- Initialization seed trial #590 of 1000; initialization seed = 493582815 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 507507 Distortion: 0.0402101 Distortions/cluster: 0.00391362 2.37044e-35 7.80032e-05 3.44908e-05 2.56846e-05 0.0356196 2.96703e-05 2.23593e-05 4.04148e-05 2.25481e-05 0.00030008 1.90462e-05 4.67043e-05 3.27799e-05 2.51159e-05 Variance: 6.8095e-06 Variances/cluster: 0.00391989 0 1.14029e-07 6.09179e-08 5.38412e-08 0.035575 6.10449e-08 4.11734e-08 4.35936e-08 3.64814e-08 7.5202e-07 6.34671e-08 2.74699e-06 6.07967e-08 7.23574e-08 -------------------------------------------------------------- Initialization seed trial #591 of 1000; initialization seed = 493582816 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 557859 Distortion: 0.0130769 Distortions/cluster: 0 2.13583e-05 4.81569e-35 4.67043e-05 6.81933e-05 7.17848e-05 8.366e-05 2.98939e-05 1.95154e-05 2.51681e-05 2.50829e-05 2.92997e-05 2.08473e-05 0.00391362 0.00872182 Variance: 2.21456e-06 Variances/cluster: 0 4.11491e-08 2.67973e-31 2.74699e-06 7.6254e-08 1.25486e-07 9.74749e-08 7.58668e-08 3.88718e-08 5.30925e-08 4.15929e-08 6.10362e-08 3.53303e-08 0.00391989 0.156503 -------------------------------------------------------------- Initialization seed trial #592 of 1000; initialization seed = 493582817 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 60 BIC score: 572727 Distortion: 0.00941489 Distortions/cluster: 2.36116e-05 0 1.96059e-05 1.27749e-35 4.22095e-05 3.34782e-05 1.08283e-34 0.00872182 0.000297696 9.48599e-05 2.78453e-05 4.67043e-05 4.36199e-05 3.47396e-05 2.87034e-05 Variance: 1.59439e-06 Variances/cluster: 6.96288e-08 0 6.42612e-08 0 4.87353e-08 6.22071e-08 0 0.156503 6.57112e-07 1.00799e-07 5.4487e-08 2.74699e-06 4.44155e-08 6.09267e-08 7.51338e-08 -------------------------------------------------------------- Initialization seed trial #593 of 1000; initialization seed = 493582818 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 572835 Distortion: 0.00941875 Distortions/cluster: 1.08283e-34 2.13361e-05 2.34636e-05 2.37409e-05 1.27749e-35 3.67392e-05 3.61278e-05 5.65788e-05 0.000304149 8.10914e-05 0.00872182 5.6348e-05 2.73079e-05 3.00493e-05 0 Variance: 1.59505e-06 Variances/cluster: 0 3.5556e-08 3.04655e-07 3.88524e-08 0 4.02366e-08 7.6213e-08 6.51618e-08 1.78889e-05 9.53715e-08 0.156503 1.45214e-07 5.08478e-08 5.28063e-08 0 -------------------------------------------------------------- Initialization seed trial #594 of 1000; initialization seed = 493582819 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 556683 Distortion: 0.0133189 Distortions/cluster: 0 7.79616e-05 0.000294556 3.58899e-05 1.71648e-05 2.53397e-05 0.00872182 0.00391362 4.67043e-05 4.90368e-05 2.26221e-05 2.49574e-05 3.99696e-05 1.12945e-05 3.79836e-05 Variance: 2.25553e-06 Variances/cluster: 0 1.24528e-07 6.73986e-07 6.04009e-08 6.17392e-08 5.42557e-08 0.156503 0.00391989 2.74699e-06 8.51064e-08 3.6483e-08 4.20827e-08 6.86544e-08 6.1378e-08 4.0883e-08 -------------------------------------------------------------- Initialization seed trial #595 of 1000; initialization seed = 493582820 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 498880 Distortion: 0.0489665 Distortions/cluster: 4.07957e-05 7.88788e-05 1.72269e-05 1.15575e-05 4.81569e-35 2.58511e-05 0.00391362 2.42944e-05 3.76794e-05 0.0446389 2.51639e-05 4.67043e-05 2.17464e-05 3.73047e-05 4.67839e-05 Variance: 8.29238e-06 Variances/cluster: 6.98334e-08 1.14141e-07 6.3563e-08 6.17997e-08 2.67973e-31 5.61933e-08 0.00391989 5.42237e-08 4.07309e-08 0.0422886 4.07136e-08 2.74699e-06 4.07962e-08 6.0737e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #596 of 1000; initialization seed = 493582821 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 502711 Distortion: 0.0453139 Distortions/cluster: 0.000300791 0.0446389 1.08283e-34 2.34897e-05 1.27749e-35 3.26509e-05 2.20098e-05 8.366e-05 1.86776e-05 1.15469e-05 6.73163e-05 4.04593e-05 1.72366e-05 2.58511e-05 3.12612e-05 Variance: 7.67381e-06 Variances/cluster: 1.87971e-05 0.0422886 0 5.31392e-08 0 3.85455e-08 3.60185e-08 9.74749e-08 3.89891e-08 6.14147e-08 7.54422e-08 3.37121e-07 6.38343e-08 5.61933e-08 4.34146e-08 -------------------------------------------------------------- Initialization seed trial #597 of 1000; initialization seed = 493582822 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 498216 Distortion: 0.0492138 Distortions/cluster: 3.25482e-05 0.0446389 3.76794e-05 2.42944e-05 2.58511e-05 2.51639e-05 1.72269e-05 2.17464e-05 0.00391362 1.15575e-05 2.46633e-05 7.83262e-05 0.000307974 1.94117e-05 3.48071e-05 Variance: 8.33426e-06 Variances/cluster: 6.08182e-08 0.0422886 4.07309e-08 5.42237e-08 5.61933e-08 4.07136e-08 6.3563e-08 4.07962e-08 0.00391989 6.17997e-08 7.20923e-08 1.13506e-07 1.71076e-05 6.38337e-08 6.09382e-08 -------------------------------------------------------------- Initialization seed trial #598 of 1000; initialization seed = 493582823 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 85 BIC score: 572441 Distortion: 0.00941221 Distortions/cluster: 7.89067e-05 2.86012e-05 2.16866e-05 0 1.27749e-35 4.20705e-05 0.000297453 4.67043e-05 1.08283e-34 2.29791e-05 2.7094e-05 0.00872182 4.90368e-05 3.58899e-05 3.99696e-05 Variance: 1.59394e-06 Variances/cluster: 1.11914e-07 7.50627e-08 4.09915e-08 0 0 4.48473e-08 6.63905e-07 2.74699e-06 0 3.68804e-08 5.30168e-08 0.156503 8.51064e-08 6.04009e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #599 of 1000; initialization seed = 493582824 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 557003 Distortion: 0.0133405 Distortions/cluster: 2.10159e-05 1.04302e-05 3.76705e-05 0.00391362 1.55659e-05 0 4.67043e-05 2.49869e-05 8.33313e-05 2.25211e-05 0.00872182 7.84624e-05 0.000276411 1.9848e-05 6.80765e-05 Variance: 2.25918e-06 Variances/cluster: 4.93286e-08 6.099e-08 4.07654e-08 0.00391989 5.82947e-08 0 2.74699e-06 4.06244e-08 9.7092e-08 4.12435e-08 0.156503 1.15887e-07 1.37506e-06 6.44361e-08 7.62086e-08 -------------------------------------------------------------- Initialization seed trial #600 of 1000; initialization seed = 493582825 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 502562 Distortion: 0.0453248 Distortions/cluster: 2.3905e-05 0.0446389 2.94601e-05 1.21482e-05 4.2689e-05 2.87715e-05 9.7125e-05 2.6026e-05 1.08283e-34 1.27749e-35 0.000299669 2.88994e-05 3.77383e-05 4.67043e-05 1.27517e-05 Variance: 7.67567e-06 Variances/cluster: 7.09127e-08 0.0422886 5.92563e-08 5.59643e-08 4.44638e-08 7.51155e-08 9.98112e-08 5.70561e-08 0 0 6.14026e-07 5.60016e-08 4.62995e-08 2.74699e-06 5.22441e-08 -------------------------------------------------------------- Initialization seed trial #601 of 1000; initialization seed = 493582826 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 63 BIC score: 574296 Distortion: 0.0091704 Distortions/cluster: 4.81569e-35 4.10797e-05 8.37767e-05 2.14045e-05 0.00872182 2.86463e-05 6.80765e-05 1.08283e-34 0 2.29193e-05 8.01568e-05 2.96461e-05 2.61719e-05 1.27749e-35 4.67043e-05 Variance: 1.55299e-06 Variances/cluster: 2.67973e-31 4.39787e-08 9.74973e-08 4.07665e-08 0.156503 7.5181e-08 7.62086e-08 0 0 3.68435e-08 1.13526e-07 6.24078e-08 5.31902e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #602 of 1000; initialization seed = 493582827 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 572559 Distortion: 0.00941163 Distortions/cluster: 0.00872182 2.37954e-05 1.94952e-05 3.87012e-05 8.62783e-05 0 2.36116e-05 1.08283e-34 3.48071e-05 3.85809e-05 4.67043e-05 0.000307416 3.69011e-05 3.35214e-05 1.27749e-35 Variance: 1.59384e-06 Variances/cluster: 0.156503 3.99877e-08 6.41085e-08 5.85437e-08 1.01854e-07 0 6.96288e-08 0 6.09382e-08 7.63917e-08 2.74699e-06 4.94992e-07 4.07261e-08 6.22874e-08 0 -------------------------------------------------------------- Initialization seed trial #603 of 1000; initialization seed = 493582828 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 68 BIC score: 574357 Distortion: 0.00915933 Distortions/cluster: 3.70447e-05 2.74568e-05 1.08283e-34 9.75704e-05 3.00803e-05 0.00872182 4.81569e-35 0 3.08605e-05 4.67043e-05 4.29076e-05 1.27749e-35 4.6908e-05 3.72578e-05 4.07184e-05 Variance: 1.55111e-06 Variances/cluster: 4.5899e-08 5.62588e-08 0 1.00269e-07 7.57631e-08 0.156503 2.67973e-31 0 6.08638e-08 2.74699e-06 4.45522e-08 0 8.44922e-08 6.07595e-08 6.9701e-08 -------------------------------------------------------------- Initialization seed trial #604 of 1000; initialization seed = 493582829 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 72 BIC score: 498893 Distortion: 0.0489471 Distortions/cluster: 2.86463e-05 2.35247e-05 4.81569e-35 3.33853e-05 3.11248e-05 2.2302e-05 4.07957e-05 4.67839e-05 2.95988e-05 3.67128e-05 0.00391362 3.57241e-05 0.0446389 4.67043e-05 1.92403e-05 Variance: 8.28909e-06 Variances/cluster: 7.5181e-08 4.86004e-08 2.67973e-31 3.89981e-08 4.31652e-08 3.63182e-08 6.98334e-08 8.44208e-08 6.24396e-08 5.98708e-08 0.00391989 2.95206e-07 0.0422886 2.74699e-06 3.98312e-08 -------------------------------------------------------------- Initialization seed trial #605 of 1000; initialization seed = 493582830 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 572420 Distortion: 0.00942457 Distortions/cluster: 2.07411e-05 1.99115e-05 1.08283e-34 8.366e-05 0.000307974 2.0846e-05 2.56419e-05 2.86463e-05 1.27749e-35 0 0.00872182 6.81933e-05 2.08515e-05 2.94324e-05 7.68511e-05 Variance: 1.59603e-06 Variances/cluster: 4.04275e-08 3.98992e-08 0 9.74749e-08 1.71076e-05 4.00846e-08 5.26481e-08 7.5181e-08 0 0 0.156503 7.6254e-08 3.54577e-08 6.24842e-08 1.13843e-07 -------------------------------------------------------------- Initialization seed trial #606 of 1000; initialization seed = 493582831 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 501987 Distortion: 0.0453222 Distortions/cluster: 4.67043e-05 0.0002974 3.73047e-05 0.0446389 1.27749e-35 4.07957e-05 2.09441e-05 7.60558e-05 2.19959e-05 2.10881e-05 2.86012e-05 1.08283e-34 4.67839e-05 1.89843e-05 2.65995e-05 Variance: 7.67522e-06 Variances/cluster: 2.74699e-06 6.65271e-07 6.0737e-08 0.0422886 0 6.98334e-08 3.54944e-08 1.13337e-07 4.13421e-08 4.02406e-08 7.50627e-08 0 8.44208e-08 3.92203e-08 5.26676e-08 -------------------------------------------------------------- Initialization seed trial #607 of 1000; initialization seed = 493582832 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 73 BIC score: 574296 Distortion: 0.0091704 Distortions/cluster: 4.81569e-35 2.29193e-05 1.08283e-34 0 4.10797e-05 2.86463e-05 2.96461e-05 1.27749e-35 2.14045e-05 0.00872182 6.81933e-05 8.366e-05 2.61719e-05 4.67043e-05 8.01568e-05 Variance: 1.55299e-06 Variances/cluster: 2.67973e-31 3.68435e-08 0 0 4.39787e-08 7.5181e-08 6.24078e-08 0 4.07665e-08 0.156503 7.6254e-08 9.74749e-08 5.31902e-08 2.74699e-06 1.13526e-07 -------------------------------------------------------------- Initialization seed trial #608 of 1000; initialization seed = 493582833 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 556662 Distortion: 0.0133106 Distortions/cluster: 4.07957e-05 2.45917e-05 0.00872182 1.22168e-05 0.00391362 4.67839e-05 0 0.000307974 7.7011e-05 2.15468e-05 2.41418e-05 3.73047e-05 3.63921e-05 2.30982e-05 2.33267e-05 Variance: 2.25413e-06 Variances/cluster: 6.98334e-08 4.03758e-08 0.156503 6.20088e-08 0.00391989 8.44208e-08 0 1.71076e-05 1.17206e-07 3.96772e-08 7.22754e-08 6.0737e-08 4.00319e-08 5.83234e-08 4.77965e-08 -------------------------------------------------------------- Initialization seed trial #609 of 1000; initialization seed = 493582834 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 574296 Distortion: 0.0091704 Distortions/cluster: 1.08283e-34 6.81933e-05 8.01568e-05 1.27749e-35 0.00872182 4.67043e-05 2.96461e-05 0 4.10797e-05 2.61719e-05 4.81569e-35 2.29193e-05 8.366e-05 2.14045e-05 2.86463e-05 Variance: 1.55299e-06 Variances/cluster: 0 7.6254e-08 1.13526e-07 0 0.156503 2.74699e-06 6.24078e-08 0 4.39787e-08 5.31902e-08 2.67973e-31 3.68435e-08 9.74749e-08 4.07665e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #610 of 1000; initialization seed = 493582835 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 574284 Distortion: 0.00917039 Distortions/cluster: 2.97415e-05 2.29348e-05 6.81933e-05 8.366e-05 2.47335e-05 2.62597e-05 0.00872182 7.92245e-05 0 2.86463e-05 4.81569e-35 1.27749e-35 4.67043e-05 1.08283e-34 3.8475e-05 Variance: 1.55299e-06 Variances/cluster: 6.2346e-08 3.68684e-08 7.6254e-08 9.74749e-08 4.20597e-08 5.32602e-08 0.156503 1.24165e-07 0 7.5181e-08 2.67973e-31 0 2.74699e-06 0 4.11021e-08 -------------------------------------------------------------- Initialization seed trial #611 of 1000; initialization seed = 493582836 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 68 BIC score: 604644 Distortion: 0.00459557 Distortions/cluster: 3.32602e-05 4.17482e-05 8.366e-05 2.39374e-05 0.00391362 9.64317e-35 2.95988e-05 6.73163e-05 2.37044e-35 0.000300791 2.86463e-05 3.13821e-05 0 1.92403e-05 2.23668e-05 Variance: 7.78251e-07 Variances/cluster: 3.88975e-08 3.39376e-07 9.74749e-08 4.9453e-08 0.00391989 6.86694e-32 6.24396e-08 7.54422e-08 0 1.87971e-05 7.5181e-08 4.34016e-08 0 3.98312e-08 3.63646e-08 -------------------------------------------------------------- Initialization seed trial #612 of 1000; initialization seed = 493582837 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 557021 Distortion: 0.0132995 Distortions/cluster: 3.0599e-05 4.67043e-05 2.52237e-05 4.87998e-05 3.62143e-05 3.27799e-05 3.33687e-05 0 0.000299154 0.00391362 2.62813e-05 1.89386e-05 2.87715e-05 3.72413e-05 0.00872182 Variance: 2.25225e-06 Variances/cluster: 4.17971e-08 2.74699e-06 7.24593e-08 4.89914e-08 2.96805e-07 6.07967e-08 5.91449e-08 0 6.25794e-07 0.00391989 5.11263e-08 6.33195e-08 7.51155e-08 4.0876e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #613 of 1000; initialization seed = 493582838 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 499211 Distortion: 0.0489675 Distortions/cluster: 2.14989e-05 1.22168e-05 8.366e-05 2.3183e-05 2.41418e-05 2.18919e-05 4.35604e-05 1.81373e-05 3.02098e-05 0.00391362 4.81569e-35 3.14473e-05 0.0446389 6.64516e-05 3.85104e-05 Variance: 8.29254e-06 Variances/cluster: 3.57083e-08 6.20088e-08 9.74749e-08 4.78948e-08 7.22754e-08 5.62721e-08 2.7222e-06 3.79404e-08 4.30301e-08 0.00391989 2.67973e-31 3.78394e-08 0.0422886 7.46404e-08 3.18229e-07 -------------------------------------------------------------- Initialization seed trial #614 of 1000; initialization seed = 493582839 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 572443 Distortion: 0.0094122 Distortions/cluster: 2.86012e-05 0.000297453 2.16866e-05 3.72578e-05 0 0.00872182 4.07184e-05 2.7094e-05 2.29311e-05 1.27749e-35 4.6908e-05 7.89067e-05 4.21186e-05 4.67043e-05 1.08283e-34 Variance: 1.59394e-06 Variances/cluster: 7.50627e-08 6.63905e-07 4.09915e-08 6.07595e-08 0 0.156503 6.9701e-08 5.30168e-08 3.68625e-08 0 8.44922e-08 1.11914e-07 4.48508e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #615 of 1000; initialization seed = 493582840 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 558154 Distortion: 0.0130769 Distortions/cluster: 0.00391362 2.41418e-05 4.81569e-35 2.41173e-05 1.22168e-05 4.67043e-05 2.29706e-05 3.97867e-05 2.30367e-05 2.1702e-05 6.81933e-05 7.49311e-05 0 8.366e-05 0.00872182 Variance: 2.21455e-06 Variances/cluster: 0.00391989 7.22754e-08 2.67973e-31 4.08038e-08 6.20088e-08 2.74699e-06 5.77098e-08 4.32897e-08 4.77899e-08 3.58077e-08 7.6254e-08 1.23434e-07 0 9.74749e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #616 of 1000; initialization seed = 493582841 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 557092 Distortion: 0.0133194 Distortions/cluster: 3.33306e-05 0.00872182 2.22029e-05 3.78274e-05 4.67043e-05 6.60089e-05 1.91469e-05 1.87759e-05 0.000277645 0.00391362 0 8.366e-05 2.53506e-05 2.21654e-05 3.11675e-05 Variance: 2.25562e-06 Variances/cluster: 3.89797e-08 0.156503 4.85796e-08 3.00181e-07 2.74699e-06 7.42266e-08 3.98025e-08 6.47395e-08 1.81452e-06 0.00391989 0 9.74749e-08 5.73496e-08 3.61547e-08 4.31645e-08 -------------------------------------------------------------- Initialization seed trial #617 of 1000; initialization seed = 493582842 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 558258 Distortion: 0.0130575 Distortions/cluster: 2.35115e-05 2.95988e-05 0.00391362 1.93494e-05 4.67043e-05 3.07205e-05 2.86463e-05 2.27283e-05 6.60089e-05 0.00872182 3.32645e-05 8.366e-05 4.81569e-35 0 3.78274e-05 Variance: 2.21126e-06 Variances/cluster: 4.85731e-08 6.24396e-08 0.00391989 3.95656e-08 2.74699e-06 4.3143e-08 7.5181e-08 3.67135e-08 7.42266e-08 0.156503 3.8948e-08 9.74749e-08 2.67973e-31 0 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #618 of 1000; initialization seed = 493582843 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 518659 Distortion: 0.0318585 Distortions/cluster: 1.92677e-05 3.1127e-05 3.78274e-05 4.81569e-35 2.35247e-05 0.0215301 0 3.05704e-05 3.3194e-05 6.65032e-05 0.00998646 2.24622e-05 1.27749e-35 4.67043e-05 3.07567e-05 Variance: 5.39518e-06 Variances/cluster: 3.97234e-08 4.32281e-08 3.00181e-07 2.67973e-31 4.86004e-08 2.5144e-05 0 7.91913e-08 3.8911e-08 7.51204e-08 0.185417 3.64603e-08 0 2.74699e-06 6.46095e-08 -------------------------------------------------------------- Initialization seed trial #619 of 1000; initialization seed = 493582844 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 604546 Distortion: 0.00460501 Distortions/cluster: 2.2366e-05 0 3.78274e-05 4.67043e-05 6.60089e-05 8.366e-05 9.64317e-35 0.00391362 3.32995e-05 2.86012e-05 2.4344e-05 0.000297331 2.37044e-35 3.14729e-05 1.97726e-05 Variance: 7.79849e-07 Variances/cluster: 3.63634e-08 0 3.00181e-07 2.74699e-06 7.42266e-08 9.74749e-08 6.86694e-32 0.00391989 3.8989e-08 7.50627e-08 4.84897e-08 6.66606e-07 0 4.33474e-08 4.03484e-08 -------------------------------------------------------------- Initialization seed trial #620 of 1000; initialization seed = 493582845 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 572473 Distortion: 0.00940409 Distortions/cluster: 3.73047e-05 4.17764e-05 4.67839e-05 2.14045e-05 0 2.96461e-05 2.61719e-05 0.000307974 2.86463e-05 7.8852e-05 1.08283e-34 0.00872182 4.07957e-05 1.27749e-35 2.29193e-05 Variance: 1.59256e-06 Variances/cluster: 6.0737e-08 4.46767e-08 8.44208e-08 4.07665e-08 0 6.24078e-08 5.31902e-08 1.71076e-05 7.5181e-08 1.11995e-07 0 0.156503 6.98334e-08 0 3.68435e-08 -------------------------------------------------------------- Initialization seed trial #621 of 1000; initialization seed = 493582846 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 556789 Distortion: 0.0132899 Distortions/cluster: 2.39374e-05 4.07957e-05 3.67128e-05 4.67839e-05 3.32602e-05 1.92403e-05 4.08979e-05 3.13821e-05 0.000300791 2.23668e-05 2.86463e-05 0 2.95988e-05 0.00391362 0.00872182 Variance: 2.25061e-06 Variances/cluster: 4.9453e-08 6.98334e-08 5.98708e-08 8.44208e-08 3.88975e-08 3.98312e-08 3.37961e-07 4.34016e-08 1.87971e-05 3.63646e-08 7.5181e-08 0 6.24396e-08 0.00391989 0.156503 -------------------------------------------------------------- Initialization seed trial #622 of 1000; initialization seed = 493582847 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 92 BIC score: 556926 Distortion: 0.0133008 Distortions/cluster: 2.25667e-05 0 3.67128e-05 0.00391362 3.42212e-05 3.94347e-05 3.07903e-05 4.35604e-05 0.000277677 2.17811e-05 4.07957e-05 0.00872182 3.23738e-05 3.86854e-05 4.67839e-05 Variance: 2.25247e-06 Variances/cluster: 3.65707e-08 0 5.98708e-08 0.00391989 3.95586e-08 7.3293e-08 5.23599e-08 2.7222e-06 1.83876e-06 4.29567e-08 6.98334e-08 0.156503 4.32767e-08 3.17057e-07 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #623 of 1000; initialization seed = 493582848 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 572889 Distortion: 0.0094109 Distortions/cluster: 2.11957e-05 1.08283e-34 0.000307974 4.91981e-05 4.72422e-05 9.41759e-05 1.27749e-35 2.42703e-05 1.44798e-05 2.31325e-05 0.00872182 4.45648e-05 2.06002e-05 4.22437e-05 0 Variance: 1.59372e-06 Variances/cluster: 7.11044e-08 0 1.71076e-05 5.15647e-08 8.00651e-08 1.01147e-07 0 6.23709e-08 5.81331e-08 5.91436e-08 0.156503 4.47847e-08 4.84553e-08 6.36145e-08 0 -------------------------------------------------------------- Initialization seed trial #624 of 1000; initialization seed = 493582849 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 87 BIC score: 502846 Distortion: 0.0453315 Distortions/cluster: 5.18241e-05 2.01513e-05 0.0446389 1.41948e-05 9.27613e-05 1.41105e-05 4.65189e-05 0.000312931 1.72402e-05 4.67043e-05 1.27749e-35 4.27239e-05 9.77058e-06 1.08283e-34 2.36162e-05 Variance: 7.67679e-06 Variances/cluster: 5.30928e-08 5.50404e-08 0.0422886 7.4687e-08 1.00928e-07 5.78113e-08 4.50724e-08 4.79179e-07 4.27659e-08 2.74699e-06 0 7.72522e-08 5.27969e-08 0 6.46807e-08 -------------------------------------------------------------- Initialization seed trial #625 of 1000; initialization seed = 493582850 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 77 BIC score: 513013 Distortion: 0.0363102 Distortions/cluster: 4.27181e-05 2.23127e-05 0.000307974 4.64237e-05 1.91944e-05 9.41233e-05 4.31034e-05 0.0356196 5.11104e-05 1.08941e-05 1.08283e-34 1.27749e-35 2.96641e-05 2.37044e-35 2.30833e-05 Variance: 6.14905e-06 Variances/cluster: 6.48171e-08 4.89156e-08 1.71076e-05 4.50675e-08 6.439e-08 1.0241e-07 7.72401e-08 0.035575 5.27943e-08 5.52826e-08 0 0 6.07671e-08 0 7.37255e-08 -------------------------------------------------------------- Initialization seed trial #626 of 1000; initialization seed = 493582851 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 22 BIC score: 558258 Distortion: 0.0130575 Distortions/cluster: 2.98939e-05 3.78274e-05 4.81569e-35 0.00872182 2.2086e-05 0.00391362 2.94028e-05 3.33306e-05 2.28009e-05 0 4.67043e-05 6.60089e-05 1.91469e-05 8.366e-05 3.11675e-05 Variance: 2.21126e-06 Variances/cluster: 7.58668e-08 3.00181e-07 2.67973e-31 0.156503 3.60841e-08 0.00391989 6.11234e-08 3.89797e-08 4.87155e-08 0 2.74699e-06 7.42266e-08 3.98025e-08 9.74749e-08 4.31645e-08 -------------------------------------------------------------- Initialization seed trial #627 of 1000; initialization seed = 493582852 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 556608 Distortion: 0.0133118 Distortions/cluster: 4.67043e-05 2.17412e-05 0.00872182 3.44908e-05 2.29791e-05 0.000297453 2.7094e-05 7.82999e-05 2.447e-05 1.9604e-05 4.20705e-05 2.86012e-05 0 3.28638e-05 0.00391362 Variance: 2.25433e-06 Variances/cluster: 2.74699e-06 4.10172e-08 0.156503 6.09179e-08 3.68804e-08 6.63905e-07 5.30168e-08 1.1137e-07 7.1948e-08 6.40449e-08 4.48473e-08 7.50627e-08 0 6.08393e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #628 of 1000; initialization seed = 493582853 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 502219 Distortion: 0.0453464 Distortions/cluster: 1.08283e-34 2.46622e-05 8.366e-05 1.65905e-05 1.09438e-05 2.21659e-05 4.67043e-05 6.81933e-05 3.02279e-05 1.27749e-35 7.06698e-05 0.00029719 1.07224e-05 2.5742e-05 0.0446389 Variance: 7.67932e-06 Variances/cluster: 0 4.13063e-08 9.74749e-08 3.78746e-08 3.26644e-08 4.18187e-08 2.74699e-06 7.6254e-08 6.37668e-08 0 1.24627e-07 8.09716e-07 3.21958e-08 5.22103e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #629 of 1000; initialization seed = 493582854 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 512765 Distortion: 0.0363126 Distortions/cluster: 3.6985e-05 3.35214e-05 1.92835e-05 2.37044e-35 0.000299036 3.48071e-05 4.29002e-05 3.04234e-05 1.27749e-35 2.84227e-05 2.38245e-05 4.67043e-05 1.08283e-34 9.71447e-05 0.0356196 Variance: 6.14947e-06 Variances/cluster: 4.57683e-08 6.22874e-08 6.38321e-08 0 6.16518e-07 6.09382e-08 4.46373e-08 7.54862e-08 0 5.63891e-08 6.98448e-08 2.74699e-06 0 9.97289e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #630 of 1000; initialization seed = 493582855 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 558251 Distortion: 0.0130575 Distortions/cluster: 4.67043e-05 8.366e-05 0 2.23035e-05 2.99459e-05 3.78274e-05 3.06463e-05 3.29205e-05 2.32072e-05 2.95451e-05 1.92548e-05 6.60089e-05 0.00872182 0.00391362 4.81569e-35 Variance: 2.21126e-06 Variances/cluster: 2.74699e-06 9.74749e-08 0 3.63207e-08 7.58063e-08 3.00181e-07 4.30994e-08 3.87266e-08 4.91633e-08 6.10386e-08 3.95337e-08 7.42266e-08 0.156503 0.00391989 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #631 of 1000; initialization seed = 493582856 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 556768 Distortion: 0.0133208 Distortions/cluster: 0.000296889 1.8172e-05 4.67043e-05 2.92135e-05 6.60089e-05 3.78274e-05 1.74003e-05 0.00872182 1.67318e-05 8.366e-05 0 1.97819e-05 0.00391362 2.89249e-05 2.40538e-05 Variance: 2.25585e-06 Variances/cluster: 8.17811e-07 3.84963e-08 2.74699e-06 6.40596e-08 7.42266e-08 3.00181e-07 3.45214e-08 0.156503 3.66089e-08 9.74749e-08 0 3.44592e-08 0.00391989 4.20383e-08 4.81998e-08 -------------------------------------------------------------- Initialization seed trial #632 of 1000; initialization seed = 493582857 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 513606 Distortion: 0.0360589 Distortions/cluster: 4.67043e-05 4.45648e-05 3.36284e-05 2.62273e-05 4.81569e-35 4.72422e-05 4.22437e-05 0.0356196 2.37044e-35 9.41759e-05 4.91981e-05 2.20892e-05 1.08283e-34 3.32281e-05 1.27749e-35 Variance: 6.10649e-06 Variances/cluster: 2.74699e-06 4.47847e-08 7.37233e-08 6.12585e-08 2.67973e-31 8.00651e-08 6.36145e-08 0.035575 0 1.01147e-07 5.15647e-08 4.86389e-08 0 8.00423e-08 0 -------------------------------------------------------------- Initialization seed trial #633 of 1000; initialization seed = 493582858 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 53 BIC score: 498046 Distortion: 0.0492098 Distortions/cluster: 2.86012e-05 1.7191e-05 2.4037e-05 4.67043e-05 4.07957e-05 0.0446389 0.000296957 2.02666e-05 3.67128e-05 4.67839e-05 1.83957e-05 3.57241e-05 2.8984e-05 1.61046e-05 0.00391362 Variance: 8.33358e-06 Variances/cluster: 7.50627e-08 3.47262e-08 4.80697e-08 2.74699e-06 6.98334e-08 0.0422886 6.76384e-07 3.49384e-08 5.98708e-08 8.44208e-08 3.88878e-08 2.95206e-07 4.20632e-08 3.53139e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #634 of 1000; initialization seed = 493582859 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 558160 Distortion: 0.0130418 Distortions/cluster: 3.99696e-05 3.91365e-05 0.00391362 0.00872182 4.90368e-05 3.27675e-05 4.81569e-35 2.12956e-05 3.53035e-05 3.65468e-05 0 3.1922e-05 3.79437e-05 3.57241e-05 4.67043e-05 Variance: 2.2086e-06 Variances/cluster: 6.86544e-08 7.6582e-08 0.00391989 0.156503 8.51064e-08 3.86375e-08 2.67973e-31 3.57267e-08 5.95142e-08 4.4403e-08 0 5.17325e-08 6.12931e-08 2.95206e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #635 of 1000; initialization seed = 493582860 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 502372 Distortion: 0.045317 Distortions/cluster: 4.207e-05 3.48071e-05 0.0446389 2.34108e-05 1.96949e-05 4.03571e-05 3.31062e-05 1.08283e-34 4.67043e-05 3.35214e-05 1.27749e-35 0.000278521 2.367e-05 2.39921e-05 7.82221e-05 Variance: 7.67434e-06 Variances/cluster: 4.44675e-08 6.09382e-08 0.0422886 6.96532e-08 6.41321e-08 7.33707e-08 5.57294e-08 0 2.74699e-06 6.22874e-08 0 1.72979e-06 4.24915e-08 3.76599e-08 1.1352e-07 -------------------------------------------------------------- Initialization seed trial #636 of 1000; initialization seed = 493582861 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 503128 Distortion: 0.0450452 Distortions/cluster: 3.91365e-05 4.67043e-05 1.08283e-34 4.67839e-05 3.68248e-05 2.06719e-05 3.57241e-05 1.27749e-35 4.81569e-35 4.07957e-05 3.60924e-05 3.67128e-05 3.41463e-05 3.27258e-05 0.0446389 Variance: 7.62832e-06 Variances/cluster: 7.6582e-08 2.74699e-06 0 8.44208e-08 4.46322e-08 3.51523e-08 2.95206e-07 0 2.67973e-31 6.98334e-08 5.85866e-08 5.98708e-08 5.45414e-08 3.85884e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #637 of 1000; initialization seed = 493582862 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 557868 Distortion: 0.0130769 Distortions/cluster: 7.48122e-05 4.67043e-05 2.57455e-05 2.0808e-05 2.20807e-05 4.81569e-35 6.81933e-05 2.23244e-05 0.00391362 2.94324e-05 8.366e-05 0 0.00872182 2.86463e-05 1.90674e-05 Variance: 2.21455e-06 Variances/cluster: 1.17434e-07 2.74699e-06 5.26445e-08 3.53837e-08 4.13459e-08 2.67973e-31 7.6254e-08 4.0586e-08 0.00391989 6.24842e-08 9.74749e-08 0 0.156503 7.5181e-08 3.9392e-08 -------------------------------------------------------------- Initialization seed trial #638 of 1000; initialization seed = 493582863 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 512792 Distortion: 0.0363126 Distortions/cluster: 4.22095e-05 1.08283e-34 0.000297696 1.98062e-05 3.44908e-05 2.87034e-05 4.67043e-05 4.36199e-05 3.27527e-05 2.37044e-35 1.27749e-35 0.0356196 9.48599e-05 2.78453e-05 2.43786e-05 Variance: 6.14947e-06 Variances/cluster: 4.87353e-08 0 6.57112e-07 6.42853e-08 6.09179e-08 7.51338e-08 2.74699e-06 4.44155e-08 6.07463e-08 0 0 0.035575 1.00799e-07 5.4487e-08 7.18907e-08 -------------------------------------------------------------- Initialization seed trial #639 of 1000; initialization seed = 493582864 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 572412 Distortion: 0.00942459 Distortions/cluster: 8.366e-05 2.07643e-05 2.90584e-05 2.10065e-05 0 2.02801e-05 0.00872182 6.81933e-05 0.000307974 2.98108e-05 2.49664e-05 2.06008e-05 7.64521e-05 1.08283e-34 1.27749e-35 Variance: 1.59603e-06 Variances/cluster: 9.74749e-08 3.54298e-08 6.11706e-08 4.00849e-08 0 4.02348e-08 0.156503 7.6254e-08 1.71076e-05 7.58485e-08 5.27783e-08 3.95375e-08 1.16178e-07 0 0 -------------------------------------------------------------- Initialization seed trial #640 of 1000; initialization seed = 493582865 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 574295 Distortion: 0.0091704 Distortions/cluster: 2.58452e-05 4.67043e-05 1.08283e-34 2.86463e-05 2.14045e-05 2.61719e-05 6.81933e-05 8.366e-05 2.96461e-05 1.27749e-35 4.81569e-35 8.00798e-05 3.82332e-05 0.00872182 0 Variance: 1.55299e-06 Variances/cluster: 4.12815e-08 2.74699e-06 0 7.5181e-08 4.07665e-08 5.31902e-08 7.6254e-08 9.74749e-08 6.24078e-08 0 2.67973e-31 1.13578e-07 4.10633e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #641 of 1000; initialization seed = 493582866 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 502820 Distortion: 0.0453264 Distortions/cluster: 1.19718e-05 0.000297453 8.43981e-05 1.27749e-35 1.08283e-34 2.4081e-05 4.67043e-05 2.76653e-05 2.6026e-05 1.27517e-05 2.86012e-05 0.0446389 2.33576e-05 7.49785e-05 2.94601e-05 Variance: 7.67593e-06 Variances/cluster: 5.56649e-08 6.63905e-07 1.08332e-07 0 0 7.10133e-08 2.74699e-06 5.35065e-08 5.70561e-08 5.22441e-08 7.50627e-08 0.0422886 4.30117e-08 5.11051e-08 5.92563e-08 -------------------------------------------------------------- Initialization seed trial #642 of 1000; initialization seed = 493582867 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 528171 Distortion: 0.0257504 Distortions/cluster: 2.41288e-05 4.06398e-05 0.0214304 4.67043e-05 0.00391362 1.75527e-05 0 1.13353e-05 4.81569e-35 0.000113752 8.01799e-05 2.36178e-05 2.22969e-05 2.37044e-35 2.61717e-05 Variance: 4.36077e-06 Variances/cluster: 5.40955e-08 4.3742e-08 3.06048e-05 2.74699e-06 0.00391989 6.50049e-08 0 6.12668e-08 2.67973e-31 1.08611e-07 1.13398e-07 4.49819e-08 3.63099e-08 0 5.63998e-08 -------------------------------------------------------------- Initialization seed trial #643 of 1000; initialization seed = 493582868 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 62 BIC score: 556711 Distortion: 0.0133388 Distortions/cluster: 6.81933e-05 2.57532e-05 2.60436e-05 0 6.85316e-05 2.0846e-05 0.00391362 4.67043e-05 2.69804e-05 2.01186e-05 8.366e-05 2.22212e-05 2.0057e-05 0.000274238 0.00872182 Variance: 2.2589e-06 Variances/cluster: 7.6254e-08 4.13335e-08 5.48241e-08 0 1.33318e-07 4.07909e-08 0.00391989 2.74699e-06 6.62858e-08 3.46831e-08 9.74749e-08 5.56872e-08 3.9018e-08 2.47039e-06 0.156503 -------------------------------------------------------------- Initialization seed trial #644 of 1000; initialization seed = 493582869 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 498463 Distortion: 0.0492312 Distortions/cluster: 4.25025e-05 1.54302e-05 1.75177e-05 4.67043e-05 2.0914e-05 2.72712e-05 0.000283914 0.0446389 2.41521e-05 9.62121e-05 2.45642e-05 2.29154e-05 3.73192e-05 1.92746e-05 0.00391362 Variance: 8.33721e-06 Variances/cluster: 4.44083e-08 5.9557e-08 7.85488e-08 2.74699e-06 7.06332e-08 5.66917e-08 7.95209e-07 0.0422886 6.05123e-08 9.87716e-08 6.41151e-08 6.94349e-08 4.60678e-08 4.63182e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #645 of 1000; initialization seed = 493582870 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572708 Distortion: 0.00941485 Distortions/cluster: 2.36116e-05 3.80351e-05 9.7061e-05 1.96059e-05 3.35278e-05 1.27749e-35 2.87715e-05 0.00872182 4.29557e-05 0 4.67043e-05 3.469e-05 2.85345e-05 1.08283e-34 0.000299528 Variance: 1.59439e-06 Variances/cluster: 6.96288e-08 4.64357e-08 9.98481e-08 6.42612e-08 6.21839e-08 0 7.51155e-08 0.156503 4.4556e-08 0 2.74699e-06 6.09466e-08 5.57265e-08 0 6.17534e-07 -------------------------------------------------------------- Initialization seed trial #646 of 1000; initialization seed = 493582871 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 687891 Distortion: 0.000709834 Distortions/cluster: 8.37767e-05 0 7.87934e-05 3.00268e-05 2.97647e-05 6.80765e-05 2.52696e-05 1.27749e-35 2.2483e-05 1.08283e-34 9.64317e-35 2.37044e-35 0.000307974 3.78748e-05 2.57939e-05 Variance: 1.20209e-07 Variances/cluster: 9.74973e-08 0 1.15522e-07 7.58193e-08 6.11135e-08 7.62086e-08 4.08186e-08 0 4.12493e-08 0 6.86694e-32 0 1.71076e-05 4.08539e-08 5.38445e-08 -------------------------------------------------------------- Initialization seed trial #647 of 1000; initialization seed = 493582872 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 83 BIC score: 605485 Distortion: 0.00461808 Distortions/cluster: 0.00391362 4.96348e-05 2.08265e-05 0 2.37044e-35 4.27164e-05 2.63151e-05 1.54303e-05 1.49169e-05 1.20858e-05 9.64317e-35 0.00010376 0.000101095 0.000307974 9.70658e-06 Variance: 7.82063e-07 Variances/cluster: 0.00391989 8.03088e-08 4.64727e-08 0 0 6.36553e-08 6.27839e-08 7.52466e-08 5.34485e-08 5.51687e-08 6.86694e-32 9.83424e-08 5.65038e-08 1.71076e-05 5.30244e-08 -------------------------------------------------------------- Initialization seed trial #648 of 1000; initialization seed = 493582873 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 58 BIC score: 498770 Distortion: 0.0489595 Distortions/cluster: 3.44908e-05 2.61316e-05 7.84947e-05 2.86463e-05 4.67043e-05 4.81569e-35 0.00391362 2.52237e-05 0.0446389 4.09224e-05 2.29193e-05 1.89386e-05 2.97415e-05 3.27799e-05 2.19964e-05 Variance: 8.2912e-06 Variances/cluster: 6.09179e-08 5.32163e-08 1.13421e-07 7.5181e-08 2.74699e-06 2.67973e-31 0.00391989 7.24593e-08 0.0422886 4.38573e-08 3.68435e-08 6.33195e-08 6.2346e-08 6.07967e-08 4.09577e-08 -------------------------------------------------------------- Initialization seed trial #649 of 1000; initialization seed = 493582874 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 22 BIC score: 556621 Distortion: 0.0133037 Distortions/cluster: 2.61316e-05 2.43786e-05 3.81673e-05 3.44908e-05 7.83262e-05 2.97415e-05 3.27527e-05 1.98062e-05 0.00391362 0 0.000307974 2.58452e-05 2.86463e-05 0.00872182 2.19964e-05 Variance: 2.25295e-06 Variances/cluster: 5.32163e-08 7.18907e-08 4.09924e-08 6.09179e-08 1.13506e-07 6.2346e-08 6.07463e-08 6.42853e-08 0.00391989 0 1.71076e-05 4.12815e-08 7.5181e-08 0.156503 4.09577e-08 -------------------------------------------------------------- Initialization seed trial #650 of 1000; initialization seed = 493582875 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 512487 Distortion: 0.0363018 Distortions/cluster: 0.0356196 1.27749e-35 2.95866e-05 4.07957e-05 4.67839e-05 3.73047e-05 7.8556e-05 2.59024e-05 2.25481e-05 3.00268e-05 1.08283e-34 4.04148e-05 0.000307974 2.23593e-05 2.37044e-35 Variance: 6.14764e-06 Variances/cluster: 0.035575 0 6.09983e-08 6.98334e-08 8.44208e-08 6.0737e-08 1.1467e-07 5.39584e-08 3.64814e-08 7.58193e-08 0 4.35936e-08 1.71076e-05 4.11734e-08 0 -------------------------------------------------------------- Initialization seed trial #651 of 1000; initialization seed = 493582876 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 70 BIC score: 502336 Distortion: 0.0453028 Distortions/cluster: 0.000297331 1.97726e-05 1.08283e-34 3.99696e-05 3.57241e-05 3.32995e-05 2.2366e-05 0.0446389 4.67043e-05 2.4344e-05 3.14729e-05 1.27749e-35 4.90368e-05 3.53035e-05 2.86012e-05 Variance: 7.67195e-06 Variances/cluster: 6.66606e-07 4.03484e-08 0 6.86544e-08 2.95206e-07 3.8989e-08 3.63634e-08 0.0422886 2.74699e-06 4.84897e-08 4.33474e-08 0 8.51064e-08 5.95142e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #652 of 1000; initialization seed = 493582877 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 502901 Distortion: 0.0450599 Distortions/cluster: 4.67043e-05 1.27749e-35 2.96461e-05 4.90368e-05 1.08283e-34 0.0446389 2.61719e-05 2.29193e-05 4.17764e-05 3.99696e-05 7.8852e-05 3.58899e-05 4.81569e-35 2.86463e-05 2.14045e-05 Variance: 7.63081e-06 Variances/cluster: 2.74699e-06 0 6.24078e-08 8.51064e-08 0 0.0422886 5.31902e-08 3.68435e-08 4.46767e-08 6.86544e-08 1.11995e-07 6.04009e-08 2.67973e-31 7.5181e-08 4.07665e-08 -------------------------------------------------------------- Initialization seed trial #653 of 1000; initialization seed = 493582878 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 687409 Distortion: 0.000717959 Distortions/cluster: 2.7094e-05 1.08283e-34 9.64317e-35 6.80765e-05 2.86012e-05 4.67043e-05 7.95166e-05 1.27749e-35 2.37044e-35 2.29791e-05 0 2.16866e-05 4.20705e-05 0.000297453 8.37767e-05 Variance: 1.21585e-07 Variances/cluster: 5.30168e-08 0 6.86694e-32 7.62086e-08 7.50627e-08 2.74699e-06 1.12619e-07 0 0 3.68804e-08 0 4.09915e-08 4.48473e-08 6.63905e-07 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #654 of 1000; initialization seed = 493582879 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 73 BIC score: 557901 Distortion: 0.0130564 Distortions/cluster: 4.67839e-05 4.07957e-05 4.67043e-05 0 2.96461e-05 2.86463e-05 2.14045e-05 2.29193e-05 0.00872182 3.73047e-05 4.17764e-05 7.8852e-05 2.61719e-05 0.00391362 4.81569e-35 Variance: 2.21108e-06 Variances/cluster: 8.44208e-08 6.98334e-08 2.74699e-06 0 6.24078e-08 7.5181e-08 4.07665e-08 3.68435e-08 0.156503 6.0737e-08 4.46767e-08 1.11995e-07 5.31902e-08 0.00391989 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #655 of 1000; initialization seed = 493582880 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 502902 Distortion: 0.0450599 Distortions/cluster: 4.07957e-05 4.67043e-05 4.81569e-35 4.17764e-05 3.73047e-05 2.61719e-05 1.27749e-35 2.14045e-05 2.29193e-05 1.08283e-34 7.8852e-05 2.96461e-05 0.0446389 4.67839e-05 2.86463e-05 Variance: 7.63081e-06 Variances/cluster: 6.98334e-08 2.74699e-06 2.67973e-31 4.46767e-08 6.0737e-08 5.31902e-08 0 4.07665e-08 3.68435e-08 0 1.11995e-07 6.24078e-08 0.0422886 8.44208e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #656 of 1000; initialization seed = 493582881 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 604544 Distortion: 0.00460501 Distortions/cluster: 0 3.35102e-05 4.67043e-05 9.64317e-35 2.37044e-35 6.60089e-05 0.000297331 1.94722e-05 2.2695e-05 3.78274e-05 0.00391362 3.07571e-05 8.366e-05 2.48192e-05 2.86012e-05 Variance: 7.79849e-07 Variances/cluster: 0 3.90528e-08 2.74699e-06 6.86694e-32 0 7.42266e-08 6.66606e-07 3.96543e-08 3.6719e-08 3.00181e-07 0.00391989 4.31339e-08 9.74749e-08 4.89486e-08 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #657 of 1000; initialization seed = 493582882 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 499153 Distortion: 0.0489469 Distortions/cluster: 4.81569e-35 0.00391362 3.28638e-05 3.00268e-05 2.57582e-05 3.86825e-05 3.70588e-05 4.8494e-05 2.43786e-05 3.0528e-05 2.99492e-05 1.96949e-05 3.33687e-05 0.0446389 4.35604e-05 Variance: 8.28906e-06 Variances/cluster: 2.67973e-31 0.00391989 6.08393e-08 7.58193e-08 5.23492e-08 3.17034e-07 4.08101e-08 4.88316e-08 7.18907e-08 6.08078e-08 4.14188e-08 6.41321e-08 5.91449e-08 0.0422886 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #658 of 1000; initialization seed = 493582883 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 707392 Distortion: 0.000465082 Distortions/cluster: 2.75883e-05 3.6773e-05 4.2926e-05 1.27749e-35 3.00803e-05 3.08605e-05 2.37044e-35 6.80765e-05 9.82964e-05 9.64317e-35 4.67043e-05 4.81569e-35 8.37767e-05 0 1.08283e-34 Variance: 7.87607e-08 Variances/cluster: 5.62975e-08 4.56189e-08 4.47107e-08 0 7.57631e-08 6.08638e-08 0 7.62086e-08 1.00704e-07 6.86694e-32 2.74699e-06 2.67973e-31 9.74973e-08 0 0 -------------------------------------------------------------- Initialization seed trial #659 of 1000; initialization seed = 493582884 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 687905 Distortion: 0.000709852 Distortions/cluster: 0 2.61719e-05 6.80765e-05 8.01568e-05 1.08283e-34 2.86463e-05 0.000307974 8.37767e-05 2.96461e-05 1.27749e-35 4.10797e-05 9.64317e-35 2.29193e-05 2.37044e-35 2.14045e-05 Variance: 1.20212e-07 Variances/cluster: 0 5.31902e-08 7.62086e-08 1.13526e-07 0 7.5181e-08 1.71076e-05 9.74973e-08 6.24078e-08 0 4.39787e-08 6.86694e-32 3.68435e-08 0 4.07665e-08 -------------------------------------------------------------- Initialization seed trial #660 of 1000; initialization seed = 493582885 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 502563 Distortion: 0.0453248 Distortions/cluster: 9.7125e-05 4.67043e-05 3.77383e-05 1.27749e-35 2.6026e-05 4.2689e-05 2.88994e-05 0.000299669 2.94601e-05 1.19718e-05 2.87715e-05 2.4081e-05 0.0446389 1.27517e-05 1.08283e-34 Variance: 7.67567e-06 Variances/cluster: 9.98112e-08 2.74699e-06 4.62995e-08 0 5.70561e-08 4.44638e-08 5.60016e-08 6.14026e-07 5.92563e-08 5.56649e-08 7.51155e-08 7.10133e-08 0.0422886 5.22441e-08 0 -------------------------------------------------------------- Initialization seed trial #661 of 1000; initialization seed = 493582886 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 64 BIC score: 572927 Distortion: 0.00942107 Distortions/cluster: 1.30353e-05 0.000313359 9.36493e-05 2.36629e-05 1.08283e-34 0.00872182 2.59874e-05 2.94601e-05 1.2147e-05 4.67043e-05 0 1.27749e-35 5.18241e-05 4.66957e-05 4.27239e-05 Variance: 1.59544e-06 Variances/cluster: 5.27576e-08 4.79102e-07 1.02005e-07 7.08249e-08 0 0.156503 5.70968e-08 5.92563e-08 5.57023e-08 2.74699e-06 0 0 5.30928e-08 4.51126e-08 7.72522e-08 -------------------------------------------------------------- Initialization seed trial #662 of 1000; initialization seed = 493582887 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 498184 Distortion: 0.0492218 Distortions/cluster: 2.94601e-05 2.86012e-05 2.17412e-05 0.000297453 4.20705e-05 0.00391362 1.19718e-05 1.27517e-05 7.82999e-05 2.6026e-05 0.0446389 2.29791e-05 4.67043e-05 2.4081e-05 2.7094e-05 Variance: 8.33561e-06 Variances/cluster: 5.92563e-08 7.50627e-08 4.10172e-08 6.63905e-07 4.48473e-08 0.00391989 5.56649e-08 5.22441e-08 1.1137e-07 5.70561e-08 0.0422886 3.68804e-08 2.74699e-06 7.10133e-08 5.30168e-08 -------------------------------------------------------------- Initialization seed trial #663 of 1000; initialization seed = 493582888 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 71 BIC score: 503280 Distortion: 0.0450473 Distortions/cluster: 3.00347e-05 4.35604e-05 3.86825e-05 2.58748e-05 4.81569e-35 4.90368e-05 1.27749e-35 0.0446389 3.00268e-05 3.70588e-05 3.99696e-05 3.0528e-05 1.08283e-34 4.82916e-05 3.53035e-05 Variance: 7.62867e-06 Variances/cluster: 4.14796e-08 2.7222e-06 3.17034e-07 5.24796e-08 2.67973e-31 8.51064e-08 0 0.0422886 7.58193e-08 4.08101e-08 6.86544e-08 6.08078e-08 0 4.87259e-08 5.95142e-08 -------------------------------------------------------------- Initialization seed trial #664 of 1000; initialization seed = 493582889 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 572603 Distortion: 0.00941388 Distortions/cluster: 3.73047e-05 4.05401e-05 4.26433e-05 4.67839e-05 0.000277999 3.25448e-05 1.08283e-34 0.00872182 0 1.27749e-35 2.34656e-05 7.99201e-05 2.33594e-05 4.67043e-05 4.07957e-05 Variance: 1.59422e-06 Variances/cluster: 6.0737e-08 7.34365e-08 4.5169e-08 8.44208e-08 1.79339e-06 5.49694e-08 0 0.156503 0 0 3.71249e-08 1.10377e-07 4.35767e-08 2.74699e-06 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #665 of 1000; initialization seed = 493582890 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 59 BIC score: 498058 Distortion: 0.0492003 Distortions/cluster: 1.78076e-05 2.45033e-05 2.03908e-05 4.00975e-05 2.84588e-05 4.67839e-05 3.67128e-05 2.95309e-05 4.07957e-05 2.8942e-05 1.62628e-05 0.00391362 1.6707e-05 0.000300791 0.0446389 Variance: 8.33198e-06 Variances/cluster: 3.79656e-08 5.07269e-08 3.50316e-08 3.36915e-07 7.48856e-08 8.44208e-08 5.98708e-08 6.28266e-08 6.98334e-08 4.21245e-08 3.54277e-08 0.00391989 3.43735e-08 1.87971e-05 0.0422886 -------------------------------------------------------------- Initialization seed trial #666 of 1000; initialization seed = 493582891 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 687393 Distortion: 0.00071796 Distortions/cluster: 2.71031e-05 0 2.87715e-05 6.80765e-05 4.67043e-05 7.86324e-05 1.27749e-35 1.08283e-34 0.000298073 2.52487e-05 8.37767e-05 9.64317e-35 2.37044e-35 3.85916e-05 2.29829e-05 Variance: 1.21585e-07 Variances/cluster: 5.3243e-08 0 7.51155e-08 7.62086e-08 2.74699e-06 1.25199e-07 0 0 6.49343e-07 4.22886e-08 9.74973e-08 6.86694e-32 0 4.11827e-08 3.68864e-08 -------------------------------------------------------------- Initialization seed trial #667 of 1000; initialization seed = 493582892 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 572785 Distortion: 0.00942175 Distortions/cluster: 1.08283e-34 4.6908e-05 3.62567e-05 1.27749e-35 0 1.12945e-05 4.67043e-05 1.71648e-05 3.72578e-05 0.000295777 4.28e-05 9.76919e-05 4.07184e-05 0.00872182 2.73598e-05 Variance: 1.59556e-06 Variances/cluster: 0 8.44922e-08 4.53158e-08 0 0 6.1378e-08 2.74699e-06 6.17392e-08 6.07595e-08 6.44341e-07 4.46259e-08 1.00188e-07 6.9701e-08 0.156503 5.69944e-08 -------------------------------------------------------------- Initialization seed trial #668 of 1000; initialization seed = 493582893 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 572437 Distortion: 0.0094122 Distortions/cluster: 7.83988e-05 4.67043e-05 0.000297453 2.29791e-05 1.08283e-34 3.73047e-05 4.67839e-05 0 4.13739e-05 2.86012e-05 4.07957e-05 2.73349e-05 0.00872182 1.27749e-35 2.2647e-05 Variance: 1.59394e-06 Variances/cluster: 1.14608e-07 2.74699e-06 6.63905e-07 3.68804e-08 0 6.0737e-08 8.44208e-08 0 4.41519e-08 7.50627e-08 6.98334e-08 5.31759e-08 0.156503 0 4.13228e-08 -------------------------------------------------------------- Initialization seed trial #669 of 1000; initialization seed = 493582894 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 556475 Distortion: 0.0133091 Distortions/cluster: 2.05325e-05 3.48071e-05 0.000307974 7.70582e-05 0 1.96059e-05 0.00391362 4.19152e-05 2.32335e-05 2.30533e-05 3.34105e-05 2.36116e-05 4.72422e-05 0.00872182 2.12102e-05 Variance: 2.25387e-06 Variances/cluster: 4.07356e-08 6.09382e-08 1.71076e-05 1.10547e-07 0 6.42612e-08 0.00391989 6.26481e-08 3.77125e-08 4.30861e-08 6.21969e-08 6.96288e-08 8.00651e-08 0.156503 4.0629e-08 -------------------------------------------------------------- Initialization seed trial #670 of 1000; initialization seed = 493582895 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 557022 Distortion: 0.0132995 Distortions/cluster: 2.62813e-05 2.87715e-05 0 4.67043e-05 0.000299154 0.00872182 3.36824e-05 0.00391362 3.62143e-05 1.86216e-05 3.72413e-05 4.87998e-05 3.26327e-05 2.53737e-05 3.0599e-05 Variance: 2.25225e-06 Variances/cluster: 5.11263e-08 7.51155e-08 0 2.74699e-06 6.25794e-07 0.156503 5.91764e-08 0.00391989 2.96805e-07 6.31039e-08 4.0876e-08 4.89914e-08 6.08624e-08 7.24737e-08 4.17971e-08 -------------------------------------------------------------- Initialization seed trial #671 of 1000; initialization seed = 493582896 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 498017 Distortion: 0.0492284 Distortions/cluster: 7.54676e-05 4.67839e-05 3.73047e-05 0.0446389 2.01461e-05 4.07957e-05 2.07268e-05 0.00391362 1.88359e-05 2.06427e-05 0.000277585 2.4224e-05 2.52595e-05 2.13976e-05 4.67043e-05 Variance: 8.33673e-06 Variances/cluster: 1.14508e-07 8.44208e-08 6.0737e-08 0.0422886 3.98898e-08 6.98334e-08 3.53659e-08 0.00391989 6.47232e-08 4.05519e-08 1.82606e-06 5.2656e-08 5.74033e-08 4.0293e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #672 of 1000; initialization seed = 493582897 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 74 BIC score: 557179 Distortion: 0.0132949 Distortions/cluster: 2.12898e-05 1.92532e-05 0.00391362 4.70304e-05 2.39501e-05 0.000300791 4.12327e-05 2.19582e-05 0.00872182 0 4.77407e-05 4.15046e-05 4.15486e-05 1.58369e-05 3.73008e-05 Variance: 2.25146e-06 Variances/cluster: 7.0474e-08 4.72898e-08 0.00391989 7.99773e-08 6.0157e-08 1.87971e-05 4.80514e-08 5.80713e-08 0.156503 0 4.88603e-08 3.37398e-07 6.20074e-08 5.99691e-08 4.04528e-08 -------------------------------------------------------------- Initialization seed trial #673 of 1000; initialization seed = 493582898 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 572785 Distortion: 0.00942175 Distortions/cluster: 4.25881e-05 3.71885e-05 0.000295226 2.68122e-05 1.27749e-35 0 1.74113e-05 4.67839e-05 3.73047e-05 9.75704e-05 4.07957e-05 0.00872182 4.67043e-05 1.08283e-34 1.15485e-05 Variance: 1.59556e-06 Variances/cluster: 4.44513e-08 4.59633e-08 6.45954e-07 5.64417e-08 0 0 6.3309e-08 8.44208e-08 6.0737e-08 1.00269e-07 6.98334e-08 0.156503 2.74699e-06 0 6.14228e-08 -------------------------------------------------------------- Initialization seed trial #674 of 1000; initialization seed = 493582899 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 572615 Distortion: 0.00942543 Distortions/cluster: 0.000307974 0 6.81933e-05 1.08283e-34 2.12848e-05 2.73503e-05 2.38315e-05 1.41871e-05 3.61596e-05 1.27749e-35 0.00872182 2.14931e-05 2.32275e-05 7.6245e-05 8.366e-05 Variance: 1.59618e-06 Variances/cluster: 1.71076e-05 0 7.6254e-08 0 7.0708e-08 7.06671e-08 4.05259e-08 3.71358e-08 3.98199e-08 0 0.156503 3.56987e-08 6.20999e-08 1.2878e-07 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #675 of 1000; initialization seed = 493582900 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 51 BIC score: 502396 Distortion: 0.0453237 Distortions/cluster: 2.86012e-05 1.97819e-05 4.67043e-05 1.08283e-34 2.88572e-05 1.67318e-05 1.74003e-05 1.27749e-35 8.366e-05 6.60089e-05 0.0446389 3.78274e-05 1.82397e-05 2.39841e-05 0.000296957 Variance: 7.67547e-06 Variances/cluster: 7.50627e-08 3.44592e-08 2.74699e-06 0 4.20011e-08 3.66089e-08 3.45214e-08 0 9.74749e-08 7.42266e-08 0.0422886 3.00181e-07 3.8558e-08 4.81566e-08 6.76384e-07 -------------------------------------------------------------- Initialization seed trial #676 of 1000; initialization seed = 493582901 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 51 BIC score: 604852 Distortion: 0.00459363 Distortions/cluster: 4.04448e-05 9.64317e-35 3.62143e-05 3.17528e-05 4.67043e-05 2.37044e-35 3.80361e-05 3.50819e-05 3.53035e-05 0.00027815 4.90368e-05 0 0.00391362 3.99696e-05 4.9317e-05 Variance: 7.77923e-07 Variances/cluster: 7.33969e-08 6.86694e-32 2.96805e-07 5.33614e-08 2.74699e-06 0 4.12056e-08 4.44587e-08 5.95142e-08 1.7715e-06 8.51064e-08 0 0.00391989 6.86544e-08 4.9362e-08 -------------------------------------------------------------- Initialization seed trial #677 of 1000; initialization seed = 493582902 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 502212 Distortion: 0.0453072 Distortions/cluster: 2.19964e-05 1.27749e-35 3.44908e-05 0.000307974 1.98062e-05 2.86463e-05 2.61316e-05 3.27527e-05 2.43786e-05 1.08283e-34 3.81673e-05 2.58452e-05 7.83262e-05 0.0446389 2.97415e-05 Variance: 7.67268e-06 Variances/cluster: 4.09577e-08 0 6.09179e-08 1.71076e-05 6.42853e-08 7.5181e-08 5.32163e-08 6.07463e-08 7.18907e-08 0 4.09924e-08 4.12815e-08 1.13506e-07 0.0422886 6.2346e-08 -------------------------------------------------------------- Initialization seed trial #678 of 1000; initialization seed = 493582903 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 508018 Distortion: 0.0402081 Distortions/cluster: 6.73163e-05 3.26398e-05 0.000300791 3.09775e-05 1.72273e-05 1.87122e-05 2.21257e-05 2.58511e-05 4.04593e-05 2.36273e-05 8.366e-05 0.00391362 1.15581e-05 0.0356196 2.37044e-35 Variance: 6.80916e-06 Variances/cluster: 7.54422e-08 3.85324e-08 1.87971e-05 4.3382e-08 6.33309e-08 3.88182e-08 3.6149e-08 5.61933e-08 3.37121e-07 5.32099e-08 9.74749e-08 0.00391989 6.21353e-08 0.035575 0 -------------------------------------------------------------- Initialization seed trial #679 of 1000; initialization seed = 493582904 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 556593 Distortion: 0.0133118 Distortions/cluster: 2.87034e-05 2.29829e-05 3.44908e-05 2.7365e-05 3.87426e-05 7.74721e-05 4.67043e-05 0.00391362 0 3.27527e-05 0.00872182 2.43786e-05 1.98062e-05 2.5297e-05 0.000297681 Variance: 2.25433e-06 Variances/cluster: 7.51338e-08 3.68864e-08 6.09179e-08 5.31311e-08 4.12998e-08 1.23746e-07 2.74699e-06 0.00391989 0 6.07463e-08 0.156503 7.18907e-08 6.42853e-08 4.22987e-08 6.58533e-07 -------------------------------------------------------------- Initialization seed trial #680 of 1000; initialization seed = 493582905 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 59 BIC score: 502924 Distortion: 0.0450804 Distortions/cluster: 2.04549e-05 4.81569e-35 6.80765e-05 2.86463e-05 0.0446389 1.27749e-35 8.37767e-05 2.94324e-05 2.06145e-05 2.06715e-05 1.08283e-34 4.67043e-05 2.56419e-05 2.06955e-05 7.67665e-05 Variance: 7.63428e-06 Variances/cluster: 4.02621e-08 2.67973e-31 7.62086e-08 7.5181e-08 0.0422886 0 9.74973e-08 6.24842e-08 4.02592e-08 3.99025e-08 0 2.74699e-06 5.26481e-08 3.53729e-08 1.14225e-07 -------------------------------------------------------------- Initialization seed trial #681 of 1000; initialization seed = 493582906 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 558165 Distortion: 0.013059 Distortions/cluster: 2.36116e-05 1.96059e-05 3.00803e-05 4.29076e-05 2.74568e-05 0.00872182 4.81569e-35 0.00391362 3.37267e-05 3.44908e-05 9.70233e-05 3.70447e-05 0 3.08605e-05 4.67043e-05 Variance: 2.21151e-06 Variances/cluster: 6.96288e-08 6.42612e-08 7.57631e-08 4.45522e-08 5.62588e-08 0.156503 2.67973e-31 0.00391989 6.22065e-08 6.09179e-08 9.98093e-08 4.5899e-08 0 6.08638e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #682 of 1000; initialization seed = 493582907 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 498236 Distortion: 0.0491998 Distortions/cluster: 0.0446389 2.51399e-05 3.36824e-05 1.94378e-05 0.000300151 1.8854e-05 3.26327e-05 2.95988e-05 2.86463e-05 2.24714e-05 0.00391362 2.36221e-05 3.31013e-05 3.3191e-05 4.67043e-05 Variance: 8.33188e-06 Variances/cluster: 0.0422886 7.24266e-08 5.91764e-08 3.99916e-08 2.58722e-06 6.32482e-08 6.08624e-08 6.24396e-08 7.5181e-08 3.64753e-08 0.00391989 4.88017e-08 4.5653e-08 3.89075e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #683 of 1000; initialization seed = 493582908 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 79 BIC score: 502411 Distortion: 0.0453211 Distortions/cluster: 4.67043e-05 0.0446389 1.60395e-05 6.75729e-05 2.90326e-05 1.85706e-05 8.37767e-05 2.92125e-05 1.27749e-35 0.000301126 3.05004e-05 2.05536e-05 2.23264e-05 1.67304e-05 1.08283e-34 Variance: 7.67503e-06 Variances/cluster: 2.74699e-06 0.0422886 3.50942e-08 7.57297e-08 7.5797e-08 3.90922e-08 9.74973e-08 6.18859e-08 0 2.55162e-06 4.44573e-08 3.51304e-08 4.71974e-08 3.44216e-08 0 -------------------------------------------------------------- Initialization seed trial #684 of 1000; initialization seed = 493582909 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 512386 Distortion: 0.0363165 Distortions/cluster: 3.72578e-05 0.000307522 3.85809e-05 4.07184e-05 1.08283e-34 2.19103e-05 1.8305e-05 8.4422e-05 0.0356196 1.27749e-35 1.98672e-05 4.6908e-05 3.4789e-05 4.67043e-05 2.37044e-35 Variance: 6.15013e-06 Variances/cluster: 6.07595e-08 4.94366e-07 7.63917e-08 6.9701e-08 0 4.16509e-08 3.86148e-08 1.03959e-07 0.035575 0 3.47288e-08 8.44922e-08 5.57463e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #685 of 1000; initialization seed = 493582910 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 512879 Distortion: 0.0363015 Distortions/cluster: 1.08283e-34 0.0356196 8.366e-05 0.000300791 2.23717e-05 1.92422e-05 2.39374e-05 2.86463e-05 2.95988e-05 3.32979e-05 3.13364e-05 2.37044e-35 6.73163e-05 1.27749e-35 4.17482e-05 Variance: 6.14759e-06 Variances/cluster: 0 0.035575 9.74749e-08 1.87971e-05 3.64319e-08 3.97528e-08 4.9453e-08 7.5181e-08 6.24396e-08 3.89415e-08 4.33384e-08 0 7.54422e-08 0 3.39376e-07 -------------------------------------------------------------- Initialization seed trial #686 of 1000; initialization seed = 493582911 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 508236 Distortion: 0.0399542 Distortions/cluster: 7.8891e-05 2.19964e-05 4.81569e-35 2.37044e-35 2.86463e-05 4.67043e-05 3.81561e-05 3.99696e-05 2.58452e-05 2.97415e-05 2.61316e-05 4.90368e-05 0.00391362 0.0356196 3.58899e-05 Variance: 6.76616e-06 Variances/cluster: 1.13994e-07 4.09577e-08 2.67973e-31 0 7.5181e-08 2.74699e-06 4.10244e-08 6.86544e-08 4.12815e-08 6.2346e-08 5.32163e-08 8.51064e-08 0.00391989 0.035575 6.04009e-08 -------------------------------------------------------------- Initialization seed trial #687 of 1000; initialization seed = 493582912 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 572312 Distortion: 0.00940947 Distortions/cluster: 4.20664e-05 4.67839e-05 4.07957e-05 4.72422e-05 3.73047e-05 2.25439e-05 1.08283e-34 0 7.72688e-05 1.27749e-35 0.000307974 2.2473e-05 0.00872182 2.30958e-05 2.01016e-05 Variance: 1.59348e-06 Variances/cluster: 6.26867e-08 8.44208e-08 6.98334e-08 8.00651e-08 6.0737e-08 4.2612e-08 0 0 1.1165e-07 0 1.71076e-05 4.13071e-08 0.156503 3.74888e-08 4.08533e-08 -------------------------------------------------------------- Initialization seed trial #688 of 1000; initialization seed = 493582913 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 502599 Distortion: 0.0453249 Distortions/cluster: 2.43786e-05 4.67043e-05 9.70816e-05 4.25881e-05 1.71648e-05 1.98062e-05 3.27527e-05 3.44908e-05 3.71731e-05 2.68516e-05 1.08283e-34 0.000295644 1.12945e-05 0.0446389 1.27749e-35 Variance: 7.67567e-06 Variances/cluster: 7.18907e-08 2.74699e-06 9.97666e-08 4.44513e-08 6.17392e-08 6.42853e-08 6.07463e-08 6.09179e-08 4.59443e-08 5.64058e-08 0 6.48289e-07 6.1378e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #689 of 1000; initialization seed = 493582914 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 604370 Distortion: 0.00460999 Distortions/cluster: 3.33079e-05 4.36199e-05 9.44194e-05 0 2.87034e-05 4.67043e-05 0.00391362 3.41628e-05 0.000297696 9.64317e-35 2.37044e-35 2.1474e-05 2.62273e-05 2.78453e-05 4.22095e-05 Variance: 7.80693e-07 Variances/cluster: 8.00416e-08 4.44155e-08 1.00437e-07 0 7.51338e-08 2.74699e-06 0.00391989 7.4731e-08 6.57112e-07 6.86694e-32 0 4.74936e-08 6.12585e-08 5.4487e-08 4.87353e-08 -------------------------------------------------------------- Initialization seed trial #690 of 1000; initialization seed = 493582915 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 51 BIC score: 572909 Distortion: 0.00941093 Distortions/cluster: 4.31034e-05 4.31422e-05 1.08283e-34 1.44798e-05 0 2.34427e-05 2.42703e-05 9.36835e-05 2.02889e-05 1.27749e-35 5.11104e-05 0.00872182 0.000307974 4.64237e-05 2.11957e-05 Variance: 1.59372e-06 Variances/cluster: 7.72401e-08 6.53614e-08 0 5.81331e-08 0 5.97836e-08 6.23709e-08 1.02043e-07 4.78358e-08 0 5.27943e-08 0.156503 1.71076e-05 4.50675e-08 7.11044e-08 -------------------------------------------------------------- Initialization seed trial #691 of 1000; initialization seed = 493582916 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 556614 Distortion: 0.0133037 Distortions/cluster: 2.23593e-05 7.79122e-05 4.05059e-05 3.48071e-05 2.59024e-05 0.00872182 3.00268e-05 0 2.25481e-05 3.35214e-05 2.36116e-05 0.000307974 0.00391362 2.95866e-05 1.94952e-05 Variance: 2.25295e-06 Variances/cluster: 4.11734e-08 1.14063e-07 4.36447e-08 6.09382e-08 5.39584e-08 0.156503 7.58193e-08 0 3.64814e-08 6.22874e-08 6.96288e-08 1.71076e-05 0.00391989 6.09983e-08 6.41085e-08 -------------------------------------------------------------- Initialization seed trial #692 of 1000; initialization seed = 493582917 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 499240 Distortion: 0.0489674 Distortions/cluster: 3.85104e-05 3.27148e-05 1.21696e-05 6.64516e-05 0.0446389 4.35604e-05 8.366e-05 1.96734e-05 0.00391362 4.81569e-35 2.21076e-05 1.8701e-05 2.37923e-05 3.0578e-05 2.2985e-05 Variance: 8.29254e-06 Variances/cluster: 3.18229e-07 3.86209e-08 6.20847e-08 7.46404e-08 0.0422886 2.7222e-06 9.74749e-08 6.90241e-08 0.00391989 2.67973e-31 3.61784e-08 3.85551e-08 5.20575e-08 4.32465e-08 5.35733e-08 -------------------------------------------------------------- Initialization seed trial #693 of 1000; initialization seed = 493582918 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 528163 Distortion: 0.0257503 Distortions/cluster: 4.81569e-35 2.41064e-05 4.67043e-05 1.9419e-05 0 2.22435e-05 2.37044e-35 7.87268e-05 0.000118409 1.25053e-05 2.29781e-05 2.57019e-05 4.06398e-05 0.00391362 0.0214253 Variance: 4.36077e-06 Variances/cluster: 2.67973e-31 5.42888e-08 2.74699e-06 7.41129e-08 0 3.6223e-08 0 1.15594e-07 1.10421e-07 6.12955e-08 5.02762e-08 4.67262e-08 4.3742e-08 0.00391989 3.17778e-05 -------------------------------------------------------------- Initialization seed trial #694 of 1000; initialization seed = 493582919 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 81 BIC score: 572908 Distortion: 0.00941094 Distortions/cluster: 9.32357e-05 2.31325e-05 2.11957e-05 2.06002e-05 0 1.44798e-05 4.62472e-05 4.31422e-05 5.11104e-05 2.48952e-05 0.000307974 0.00872182 1.08283e-34 1.27749e-35 4.31034e-05 Variance: 1.59372e-06 Variances/cluster: 1.01334e-07 5.91436e-08 7.11044e-08 4.84553e-08 0 5.81331e-08 4.50273e-08 6.53614e-08 5.27943e-08 6.38127e-08 1.71076e-05 0.156503 0 0 7.72401e-08 -------------------------------------------------------------- Initialization seed trial #695 of 1000; initialization seed = 493582920 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 502398 Distortion: 0.0453237 Distortions/cluster: 2.86012e-05 3.78274e-05 4.67043e-05 2.4037e-05 1.27749e-35 6.60089e-05 8.366e-05 2.91213e-05 2.04262e-05 1.84444e-05 1.65776e-05 0.0446389 1.08283e-34 0.000296957 1.63686e-05 Variance: 7.67547e-06 Variances/cluster: 7.50627e-08 3.00181e-07 2.74699e-06 4.80697e-08 0 7.42266e-08 9.74749e-08 4.214e-08 3.50924e-08 3.89084e-08 3.60351e-08 0.0422886 0 6.76384e-07 3.36774e-08 -------------------------------------------------------------- Initialization seed trial #696 of 1000; initialization seed = 493582921 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 76 BIC score: 512960 Distortion: 0.0363177 Distortions/cluster: 2.48952e-05 1.27749e-35 0.0356196 9.27613e-05 0.000313359 2.31325e-05 1.08283e-34 4.67043e-05 2.06002e-05 1.44798e-05 2.37044e-35 5.18241e-05 4.65189e-05 4.27239e-05 2.11957e-05 Variance: 6.15034e-06 Variances/cluster: 6.38127e-08 0 0.035575 1.00928e-07 4.79102e-07 5.91436e-08 0 2.74699e-06 4.84553e-08 5.81331e-08 0 5.30928e-08 4.50724e-08 7.72522e-08 7.11044e-08 -------------------------------------------------------------- Initialization seed trial #697 of 1000; initialization seed = 493582922 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 572450 Distortion: 0.00940408 Distortions/cluster: 2.97647e-05 2.59244e-05 3.79187e-05 3.00268e-05 0.000307974 0 4.07957e-05 2.51166e-05 1.08283e-34 7.52486e-05 0.00872182 3.73047e-05 4.67839e-05 1.27749e-35 2.54016e-05 Variance: 1.59256e-06 Variances/cluster: 6.11135e-08 5.3892e-08 4.08571e-08 7.58193e-08 1.71076e-05 0 6.98334e-08 4.22088e-08 0 1.20195e-07 0.156503 6.0737e-08 8.44208e-08 0 4.08997e-08 -------------------------------------------------------------- Initialization seed trial #698 of 1000; initialization seed = 493582923 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 558169 Distortion: 0.0130418 Distortions/cluster: 4.67043e-05 0.00872182 4.90368e-05 3.23961e-05 2.07252e-05 3.54761e-05 3.99696e-05 4.81569e-35 3.57241e-05 3.80062e-05 3.50058e-05 3.79837e-05 3.53035e-05 0 0.00391362 Variance: 2.2086e-06 Variances/cluster: 2.74699e-06 0.156503 8.51064e-08 3.83807e-08 3.5183e-08 5.56871e-08 6.86544e-08 2.67973e-31 2.95206e-07 7.64653e-08 5.80478e-08 4.50005e-08 5.95142e-08 0 0.00391989 -------------------------------------------------------------- Initialization seed trial #699 of 1000; initialization seed = 493582924 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 604397 Distortion: 0.004624 Distortions/cluster: 2.37044e-35 0.00391362 2.06242e-05 8.366e-05 2.59379e-05 7.88843e-05 2.22969e-05 4.06398e-05 2.23566e-05 2.41535e-05 0 4.67043e-05 9.64317e-35 0.000276927 6.81933e-05 Variance: 7.83065e-07 Variances/cluster: 0 0.00391989 6.40454e-08 9.74749e-08 5.70016e-08 1.15486e-07 3.63099e-08 4.3742e-08 4.11684e-08 5.41509e-08 0 2.74699e-06 6.86694e-32 1.93639e-06 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #700 of 1000; initialization seed = 493582925 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 94 BIC score: 503422 Distortion: 0.0450678 Distortions/cluster: 1.19718e-05 1.27517e-05 2.91667e-05 4.31034e-05 4.81569e-35 1.27749e-35 5.11104e-05 9.41233e-05 4.64237e-05 0.0446389 1.08283e-34 4.31422e-05 4.67043e-05 2.4081e-05 2.63193e-05 Variance: 7.63215e-06 Variances/cluster: 5.56649e-08 5.22441e-08 5.92624e-08 7.72401e-08 2.67973e-31 0 5.27943e-08 1.0241e-07 4.50675e-08 0.0422886 0 6.53614e-08 2.74699e-06 7.10133e-08 5.70733e-08 -------------------------------------------------------------- Initialization seed trial #701 of 1000; initialization seed = 493582926 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 572889 Distortion: 0.0094109 Distortions/cluster: 1.27749e-35 1.08283e-34 4.72422e-05 9.41759e-05 2.06002e-05 2.11957e-05 0.000307974 4.91981e-05 2.42703e-05 1.44798e-05 0 2.31325e-05 4.22437e-05 4.45648e-05 0.00872182 Variance: 1.59372e-06 Variances/cluster: 0 0 8.00651e-08 1.01147e-07 4.84553e-08 7.11044e-08 1.71076e-05 5.15647e-08 6.23709e-08 5.81331e-08 0 5.91436e-08 6.36145e-08 4.47847e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #702 of 1000; initialization seed = 493582927 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 502408 Distortion: 0.0453143 Distortions/cluster: 0.000300791 1.08283e-34 1.82795e-05 1.27749e-35 2.04045e-05 2.30234e-05 4.17482e-05 2.92075e-05 8.366e-05 6.73163e-05 1.66539e-05 2.84467e-05 2.98108e-05 0.0446389 1.6011e-05 Variance: 7.67388e-06 Variances/cluster: 1.87971e-05 0 3.8318e-08 0 3.49952e-08 4.95083e-08 3.39376e-07 6.12266e-08 9.74749e-08 7.54422e-08 3.58889e-08 4.19531e-08 7.58485e-08 0.0422886 3.3563e-08 -------------------------------------------------------------- Initialization seed trial #703 of 1000; initialization seed = 493582928 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 59 BIC score: 499154 Distortion: 0.0489471 Distortions/cluster: 3.71755e-05 2.51399e-05 4.81569e-35 3.26327e-05 4.84821e-05 3.36824e-05 3.00268e-05 4.67043e-05 1.8854e-05 3.62143e-05 0.00391362 2.51325e-05 3.03365e-05 3.01919e-05 0.0446389 Variance: 8.2891e-06 Variances/cluster: 4.08486e-08 7.24266e-08 2.67973e-31 6.08624e-08 4.88196e-08 5.91764e-08 7.58193e-08 2.74699e-06 6.32482e-08 2.96805e-07 0.00391989 5.12861e-08 6.09117e-08 4.15819e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #704 of 1000; initialization seed = 493582929 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 556752 Distortion: 0.0132993 Distortions/cluster: 4.67043e-05 2.27283e-05 2.87715e-05 4.07957e-05 3.67128e-05 3.07205e-05 2.45786e-05 0.00391362 3.3407e-05 0 4.67839e-05 3.57241e-05 1.9463e-05 0.00872182 0.000297516 Variance: 2.25222e-06 Variances/cluster: 2.74699e-06 3.67135e-08 7.51155e-08 6.98334e-08 5.98708e-08 4.3143e-08 4.87627e-08 0.00391989 3.90235e-08 0 8.44208e-08 2.95206e-07 3.96358e-08 0.156503 6.62565e-07 -------------------------------------------------------------- Initialization seed trial #705 of 1000; initialization seed = 493582930 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 499059 Distortion: 0.0489679 Distortions/cluster: 3.00803e-05 0.0446389 4.81569e-35 3.7004e-05 4.24678e-05 2.35025e-05 3.08605e-05 0.00391362 4.67043e-05 2.74568e-05 2.02294e-05 2.48952e-05 1.44798e-05 2.11957e-05 9.64327e-05 Variance: 8.29261e-06 Variances/cluster: 7.57631e-08 0.0422886 2.67973e-31 4.59054e-08 4.42334e-08 5.97837e-08 6.08638e-08 0.00391989 2.74699e-06 5.62588e-08 4.78082e-08 6.38127e-08 5.81331e-08 7.11044e-08 9.8998e-08 -------------------------------------------------------------- Initialization seed trial #706 of 1000; initialization seed = 493582931 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 572739 Distortion: 0.00940914 Distortions/cluster: 3.23205e-05 8.366e-05 4.14264e-05 0.000300791 3.39437e-05 1.80236e-05 3.54116e-05 6.73163e-05 1.08283e-34 3.80062e-05 1.93891e-05 1.27749e-35 0.00872182 0 1.70289e-05 Variance: 1.59342e-06 Variances/cluster: 4.21902e-08 9.74749e-08 3.39521e-07 1.87971e-05 5.564e-08 3.86739e-08 5.87208e-08 7.54422e-08 0 7.64653e-08 3.41317e-08 0 0.156503 0 3.36509e-08 -------------------------------------------------------------- Initialization seed trial #707 of 1000; initialization seed = 493582932 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 498049 Distortion: 0.0492004 Distortions/cluster: 1.8677e-05 2.83461e-05 0.0446389 1.62843e-05 1.64641e-05 0.000300791 3.67128e-05 2.90887e-05 4.67839e-05 0.00391362 4.08979e-05 2.03091e-05 2.98108e-05 2.28547e-05 4.07957e-05 Variance: 8.33198e-06 Variances/cluster: 3.8988e-08 4.19284e-08 0.0422886 3.36423e-08 3.58663e-08 1.87971e-05 5.98708e-08 6.12343e-08 8.44208e-08 0.00391989 3.37961e-07 3.48914e-08 7.58485e-08 4.904e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #708 of 1000; initialization seed = 493582933 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 517747 Distortion: 0.0320775 Distortions/cluster: 0.0214304 0.000307974 1.88619e-05 1.9419e-05 2.01386e-05 2.19696e-05 1.27749e-35 2.29484e-05 2.22696e-05 0.000114171 0 0.00998646 7.69073e-05 1.25053e-05 2.346e-05 Variance: 5.43225e-06 Variances/cluster: 3.06048e-05 1.71076e-05 3.92104e-08 7.41129e-08 3.47776e-08 4.11379e-08 0 4.42122e-08 5.00398e-08 1.08907e-07 0 0.185417 1.13926e-07 6.12955e-08 5.34348e-08 -------------------------------------------------------------- Initialization seed trial #709 of 1000; initialization seed = 493582934 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 18 BIC score: 604363 Distortion: 0.00462475 Distortions/cluster: 0 4.08575e-05 2.46838e-05 2.19517e-05 9.64317e-35 1.98249e-05 8.37767e-05 1.21372e-05 2.28553e-05 7.95014e-05 4.67043e-05 6.80765e-05 0.00391362 0.000290761 2.37044e-35 Variance: 7.83193e-07 Variances/cluster: 0 4.38818e-08 5.35393e-08 4.09507e-08 6.86694e-32 7.23481e-08 9.74973e-08 6.12939e-08 3.67998e-08 1.1471e-07 2.74699e-06 7.62086e-08 0.00391989 6.90585e-07 0 -------------------------------------------------------------- Initialization seed trial #710 of 1000; initialization seed = 493582935 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 97 BIC score: 502851 Distortion: 0.0453225 Distortions/cluster: 1.94189e-05 1.19853e-05 1.12523e-05 1.14531e-05 1.27749e-35 4.31034e-05 1.08283e-34 9.36835e-05 4.64237e-05 1.96863e-05 0.0446389 2.47531e-05 5.11104e-05 4.27181e-05 0.000307974 Variance: 7.67527e-06 Variances/cluster: 7.35336e-08 5.70549e-08 5.43416e-08 5.02166e-08 0 7.72401e-08 0 1.02043e-07 4.50675e-08 4.44241e-08 0.0422886 6.18624e-08 5.27943e-08 6.48171e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #711 of 1000; initialization seed = 493582936 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 557894 Distortion: 0.0130564 Distortions/cluster: 0.00391362 3.58899e-05 3.81561e-05 2.58452e-05 2.19964e-05 2.61316e-05 7.8891e-05 0.00872182 3.99696e-05 4.67043e-05 4.90368e-05 0 2.86463e-05 4.81569e-35 2.97415e-05 Variance: 2.21108e-06 Variances/cluster: 0.00391989 6.04009e-08 4.10244e-08 4.12815e-08 4.09577e-08 5.32163e-08 1.13994e-07 0.156503 6.86544e-08 2.74699e-06 8.51064e-08 0 7.5181e-08 2.67973e-31 6.2346e-08 -------------------------------------------------------------- Initialization seed trial #712 of 1000; initialization seed = 493582937 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 498509 Distortion: 0.0492085 Distortions/cluster: 0.000299154 4.87998e-05 1.44798e-05 2.87715e-05 0.0446389 2.23091e-05 3.0599e-05 2.62813e-05 4.67043e-05 2.30629e-05 0.00391362 2.11839e-05 2.11957e-05 3.62143e-05 3.72413e-05 Variance: 8.33337e-06 Variances/cluster: 6.25794e-07 4.89914e-08 5.81331e-08 7.51155e-08 0.0422886 5.66035e-08 4.17971e-08 5.11263e-08 2.74699e-06 5.91167e-08 0.00391989 5.06628e-08 7.11044e-08 2.96805e-07 4.0876e-08 -------------------------------------------------------------- Initialization seed trial #713 of 1000; initialization seed = 493582938 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 80 BIC score: 556608 Distortion: 0.0133118 Distortions/cluster: 4.20705e-05 0 1.91514e-05 7.82999e-05 2.17412e-05 3.44908e-05 3.27799e-05 2.29791e-05 4.67043e-05 2.86012e-05 0.00391362 2.7094e-05 0.00872182 2.50109e-05 0.000297453 Variance: 2.25433e-06 Variances/cluster: 4.48473e-08 0 6.36054e-08 1.1137e-07 4.10172e-08 6.09179e-08 6.07967e-08 3.68804e-08 2.74699e-06 7.50627e-08 0.00391989 5.30168e-08 0.156503 7.22633e-08 6.63905e-07 -------------------------------------------------------------- Initialization seed trial #714 of 1000; initialization seed = 493582939 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 78 BIC score: 557207 Distortion: 0.0133275 Distortions/cluster: 4.64695e-05 1.85567e-05 1.8219e-05 0.000312393 1.35207e-05 2.48473e-05 4.67043e-05 9.61851e-06 9.32357e-05 0.00391362 1.42564e-05 0.00872182 0 4.25969e-05 5.16199e-05 Variance: 2.25698e-06 Variances/cluster: 4.50682e-08 4.39591e-08 5.50244e-08 5.66911e-07 5.70312e-08 6.38538e-08 2.74699e-06 5.25433e-08 1.01334e-07 0.00391989 7.46183e-08 0.156503 0 6.48299e-08 5.29921e-08 -------------------------------------------------------------- Initialization seed trial #715 of 1000; initialization seed = 493582940 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 558091 Distortion: 0.0130623 Distortions/cluster: 9.65827e-05 4.81569e-35 0 0.00872182 2.62273e-05 4.67043e-05 0.00391362 3.70447e-05 3.08605e-05 2.74568e-05 2.1474e-05 3.33079e-05 3.00803e-05 3.41628e-05 4.29076e-05 Variance: 2.21207e-06 Variances/cluster: 9.94584e-08 2.67973e-31 0 0.156503 6.12585e-08 2.74699e-06 0.00391989 4.5899e-08 6.08638e-08 5.62588e-08 4.74936e-08 8.00416e-08 7.57631e-08 7.4731e-08 4.45522e-08 -------------------------------------------------------------- Initialization seed trial #716 of 1000; initialization seed = 493582941 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 556608 Distortion: 0.0133118 Distortions/cluster: 7.82999e-05 0.000297453 0.00872182 2.36116e-05 0 2.17412e-05 1.96059e-05 2.86012e-05 2.7154e-05 3.48071e-05 4.18847e-05 3.34105e-05 2.31056e-05 0.00391362 4.67043e-05 Variance: 2.25433e-06 Variances/cluster: 1.1137e-07 6.63905e-07 0.156503 6.96288e-08 0 4.10172e-08 6.42612e-08 7.50627e-08 5.30305e-08 6.09382e-08 4.47925e-08 6.21969e-08 3.69647e-08 0.00391989 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #717 of 1000; initialization seed = 493582942 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 556793 Distortion: 0.0133175 Distortions/cluster: 0.00391362 1.60761e-05 8.366e-05 0 2.90326e-05 0.000302829 1.68447e-05 2.04028e-05 2.34275e-05 2.89579e-05 4.35604e-05 6.81933e-05 3.05004e-05 0.00872182 1.85706e-05 Variance: 2.25529e-06 Variances/cluster: 0.00391989 3.51744e-08 9.74749e-08 0 7.5797e-08 2.6103e-06 3.45149e-08 3.49921e-08 4.88029e-08 6.20033e-08 2.7222e-06 7.6254e-08 4.44573e-08 0.156503 3.90922e-08 -------------------------------------------------------------- Initialization seed trial #718 of 1000; initialization seed = 493582943 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 44 BIC score: 513027 Distortion: 0.0363145 Distortions/cluster: 4.2552e-05 4.72422e-05 3.61391e-05 4.90368e-05 2.46832e-05 1.08283e-34 2.51849e-05 0.0356196 4.0274e-05 1.27749e-35 4.19863e-05 0.000307974 2.37044e-35 7.98635e-05 0 Variance: 6.14979e-06 Variances/cluster: 4.5168e-08 8.00651e-08 6.1129e-08 8.51064e-08 4.5038e-08 0 3.85636e-08 0.035575 6.8705e-08 0 6.27544e-08 1.71076e-05 0 1.09093e-07 0 -------------------------------------------------------------- Initialization seed trial #719 of 1000; initialization seed = 493582944 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 15 BIC score: 572576 Distortion: 0.00940271 Distortions/cluster: 3.27799e-05 4.1415e-05 8.15782e-05 1.89788e-05 4.5732e-05 2.51848e-05 3.44908e-05 2.35469e-05 0.00872182 4.02677e-05 2.89451e-05 1.27749e-35 0 0.000307974 1.08283e-34 Variance: 1.59233e-06 Variances/cluster: 6.07967e-08 4.45763e-08 1.05936e-07 6.34539e-08 7.96662e-08 7.23474e-08 6.09179e-08 3.74312e-08 0.156503 6.10063e-08 5.05985e-08 0 0 1.71076e-05 0 -------------------------------------------------------------- Initialization seed trial #720 of 1000; initialization seed = 493582945 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 498478 Distortion: 0.0492296 Distortions/cluster: 2.26413e-05 0.000273322 8.366e-05 0.00391362 0.0446389 3.90357e-05 1.64356e-05 2.73239e-05 1.61914e-05 2.85287e-05 4.35604e-05 2.01074e-05 2.13134e-05 1.76604e-05 6.73163e-05 Variance: 8.33694e-06 Variances/cluster: 6.39536e-08 2.62787e-06 9.74749e-08 0.00391989 0.0422886 3.17326e-07 3.58824e-08 5.97849e-08 3.35195e-08 4.18887e-08 2.7222e-06 3.47237e-08 4.94465e-08 3.78941e-08 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #721 of 1000; initialization seed = 493582946 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 63 BIC score: 501986 Distortion: 0.045314 Distortions/cluster: 2.04165e-05 0.000304149 2.86463e-05 4.90368e-05 2.94324e-05 2.21682e-05 7.85549e-05 3.99696e-05 1.27749e-35 2.01678e-05 3.58899e-05 0.0446389 1.08283e-34 2.09021e-05 2.57455e-05 Variance: 7.67384e-06 Variances/cluster: 4.03453e-08 1.78889e-05 7.5181e-08 8.51064e-08 6.24842e-08 4.08214e-08 1.21029e-07 6.86544e-08 0 3.98537e-08 6.04009e-08 0.0422886 0 3.54834e-08 5.26445e-08 -------------------------------------------------------------- Initialization seed trial #722 of 1000; initialization seed = 493582947 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 574201 Distortion: 0.00915552 Distortions/cluster: 2.53722e-05 4.67839e-05 1.08283e-34 4.94716e-05 1.27749e-35 8.02583e-05 2.29287e-05 4.67043e-05 4.23066e-05 0 3.73047e-05 4.07957e-05 4.1779e-05 4.81569e-35 0.00872182 Variance: 1.55047e-06 Variances/cluster: 3.87317e-08 8.44208e-08 0 8.03046e-08 0 1.11615e-07 4.26936e-08 2.74699e-06 4.46705e-08 0 6.0737e-08 6.98334e-08 6.32003e-08 2.67973e-31 0.156503 -------------------------------------------------------------- Initialization seed trial #723 of 1000; initialization seed = 493582948 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 498328 Distortion: 0.0492236 Distortions/cluster: 2.80628e-05 1.63103e-05 1.4894e-05 0.0446389 8.366e-05 1.23974e-05 6.73163e-05 1.56811e-05 2.24389e-05 4.13026e-05 2.94176e-05 2.40634e-05 1.46977e-05 0.00391362 0.000300791 Variance: 8.33591e-06 Variances/cluster: 4.17565e-08 3.19147e-08 3.33918e-08 0.0422886 9.74749e-08 4.78615e-08 7.54422e-08 3.41606e-08 4.72356e-08 3.38506e-07 6.73118e-08 7.13991e-08 3.51586e-08 0.00391989 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #724 of 1000; initialization seed = 493582949 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 502707 Distortion: 0.0453139 Distortions/cluster: 1.13443e-05 1.27749e-35 3.26941e-05 2.22714e-05 2.36914e-05 0.000300791 1.75126e-05 8.366e-05 1.88043e-05 4.04593e-05 1.08283e-34 6.73163e-05 0.0446389 3.06223e-05 2.57778e-05 Variance: 7.67381e-06 Variances/cluster: 6.13155e-08 0 3.86421e-08 3.62684e-08 5.32342e-08 1.87971e-05 6.39098e-08 9.74749e-08 3.86882e-08 3.37121e-07 0 7.54422e-08 0.0422886 4.32481e-08 5.61561e-08 -------------------------------------------------------------- Initialization seed trial #725 of 1000; initialization seed = 493582950 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 604517 Distortion: 0.0046009 Distortions/cluster: 0 1.61663e-05 2.37044e-35 3.42291e-05 3.54116e-05 1.86169e-05 3.41835e-05 8.366e-05 1.74721e-05 3.80062e-05 0.000300791 0.00391362 4.14264e-05 9.64317e-35 6.73163e-05 Variance: 7.79154e-07 Variances/cluster: 0 3.34676e-08 0 4.30518e-08 5.87208e-08 3.36613e-08 5.5668e-08 9.74749e-08 3.70925e-08 7.64653e-08 1.87971e-05 0.00391989 3.39521e-07 6.86694e-32 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #726 of 1000; initialization seed = 493582951 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 508264 Distortion: 0.0399747 Distortions/cluster: 2.94324e-05 2.56419e-05 2.07253e-05 2.21585e-05 2.37044e-35 1.89417e-05 8.366e-05 2.86463e-05 6.81933e-05 7.67199e-05 0.0356196 4.81569e-35 2.06598e-05 4.67043e-05 0.00391362 Variance: 6.76963e-06 Variances/cluster: 6.24842e-08 5.26481e-08 3.99292e-08 4.12598e-08 0 3.92947e-08 9.74749e-08 7.5181e-08 7.6254e-08 1.14156e-07 0.035575 2.67973e-31 3.53118e-08 2.74699e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #727 of 1000; initialization seed = 493582952 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 22 BIC score: 503257 Distortion: 0.0450609 Distortions/cluster: 4.67043e-05 8.366e-05 3.31652e-05 2.25278e-05 2.93509e-05 4.81569e-35 3.06015e-05 2.3411e-05 6.60089e-05 1.89607e-05 0.0446389 1.27749e-35 2.98108e-05 1.08283e-34 3.78274e-05 Variance: 7.63098e-06 Variances/cluster: 2.74699e-06 9.74749e-08 3.89229e-08 3.65076e-08 6.11428e-08 2.67973e-31 4.3097e-08 4.93859e-08 7.42266e-08 3.89299e-08 0.0422886 0 7.58485e-08 0 3.00181e-07 -------------------------------------------------------------- Initialization seed trial #728 of 1000; initialization seed = 493582953 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 501991 Distortion: 0.0453228 Distortions/cluster: 3.73047e-05 2.9491e-05 2.09616e-05 0.0446389 4.07957e-05 7.62504e-05 4.67043e-05 2.67566e-05 4.67839e-05 1.27749e-35 1.89267e-05 2.21585e-05 1.08283e-34 2.07756e-05 0.000296966 Variance: 7.67533e-06 Variances/cluster: 6.0737e-08 6.38282e-08 4.01525e-08 0.0422886 6.98334e-08 1.13289e-07 2.74699e-06 5.27695e-08 8.44208e-08 0 3.92636e-08 4.12598e-08 0 3.53888e-08 8.15776e-07 -------------------------------------------------------------- Initialization seed trial #729 of 1000; initialization seed = 493582954 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 497952 Distortion: 0.0492208 Distortions/cluster: 1.201e-05 0.000307974 1.989e-05 2.42726e-05 0.0446389 4.67839e-05 2.17254e-05 2.0138e-05 1.92127e-05 3.73047e-05 7.21454e-05 2.35616e-05 0.00391362 2.24568e-05 4.07957e-05 Variance: 8.33545e-06 Variances/cluster: 6.15844e-08 1.71076e-05 3.45273e-08 7.245e-08 0.0422886 8.44208e-08 5.61327e-08 4.03531e-08 3.83452e-08 6.0737e-08 1.22894e-07 4.05497e-08 0.00391989 4.7675e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #730 of 1000; initialization seed = 493582955 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 556786 Distortion: 0.0133091 Distortions/cluster: 2.21524e-05 4.11323e-05 4.23707e-05 0.00391362 0.000307974 8.24707e-05 2.94601e-05 1.19718e-05 1.25394e-05 3.30087e-05 4.02999e-05 0.00872182 0 2.61887e-05 2.41322e-05 Variance: 2.25388e-06 Variances/cluster: 3.63113e-08 6.3081e-08 7.73126e-08 0.00391989 1.71076e-05 1.04915e-07 5.92563e-08 5.56649e-08 5.20141e-08 5.30635e-08 4.39917e-08 0.156503 0 5.71621e-08 7.09548e-08 -------------------------------------------------------------- Initialization seed trial #731 of 1000; initialization seed = 493582956 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 557900 Distortion: 0.0130564 Distortions/cluster: 4.67043e-05 3.67534e-05 2.96461e-05 0.00391362 2.86463e-05 0 2.61719e-05 2.14045e-05 7.8852e-05 4.17764e-05 4.05825e-05 2.29193e-05 0.00872182 4.75489e-05 4.81569e-35 Variance: 2.21108e-06 Variances/cluster: 2.74699e-06 6.05294e-08 6.24078e-08 0.00391989 7.5181e-08 0 5.31902e-08 4.07665e-08 1.11995e-07 4.46767e-08 6.94685e-08 3.68435e-08 0.156503 8.47307e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #732 of 1000; initialization seed = 493582957 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 499185 Distortion: 0.0489887 Distortions/cluster: 0.0446389 2.45092e-05 9.19694e-06 7.54871e-05 1.34797e-05 2.2889e-05 4.81569e-35 2.33789e-05 8.37767e-05 1.49187e-05 0.00391362 6.80765e-05 3.59022e-05 4.67043e-05 1.78701e-05 Variance: 8.29614e-06 Variances/cluster: 0.0422886 4.03729e-08 5.933e-08 1.21742e-07 4.63183e-08 5.96014e-08 2.67973e-31 4.05142e-08 9.74973e-08 6.63004e-08 0.00391989 7.62086e-08 3.97554e-08 2.74699e-06 4.81633e-08 -------------------------------------------------------------- Initialization seed trial #733 of 1000; initialization seed = 493582958 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 498821 Distortion: 0.0489664 Distortions/cluster: 7.49541e-05 4.74532e-05 2.44385e-05 4.81569e-35 2.33883e-05 1.19199e-05 0.0446389 3.91776e-05 2.34091e-05 4.05431e-05 4.67043e-05 0.00391362 2.16558e-05 3.68885e-05 2.33525e-05 Variance: 8.29237e-06 Variances/cluster: 1.20883e-07 8.47111e-08 7.25122e-08 2.67973e-31 4.05304e-08 6.14374e-08 0.0422886 4.30012e-08 4.77697e-08 6.9401e-08 2.74699e-06 0.00391989 3.57905e-08 6.06519e-08 5.85222e-08 -------------------------------------------------------------- Initialization seed trial #734 of 1000; initialization seed = 493582959 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 556675 Distortion: 0.0132952 Distortions/cluster: 0.00391362 0 1.64884e-05 4.67839e-05 1.71219e-05 0.000300791 2.80807e-05 0.00872182 3.67128e-05 3.84629e-05 4.08961e-05 1.95629e-05 3.25733e-05 4.15239e-05 4.07957e-05 Variance: 2.25152e-06 Variances/cluster: 0.00391989 0 3.39238e-08 8.44208e-08 3.6272e-08 1.87971e-05 4.88312e-08 0.156503 5.98708e-08 6.1733e-08 7.68663e-08 3.44985e-08 4.29689e-08 3.37555e-07 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #735 of 1000; initialization seed = 493582960 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 69 BIC score: 574296 Distortion: 0.0091704 Distortions/cluster: 4.81569e-35 2.86463e-05 1.27749e-35 0 2.14045e-05 2.96461e-05 1.08283e-34 6.80765e-05 8.01568e-05 4.67043e-05 4.10797e-05 0.00872182 2.61719e-05 2.29193e-05 8.37767e-05 Variance: 1.55299e-06 Variances/cluster: 2.67973e-31 7.5181e-08 0 0 4.07665e-08 6.24078e-08 0 7.62086e-08 1.13526e-07 2.74699e-06 4.39787e-08 0.156503 5.31902e-08 3.68435e-08 9.74973e-08 -------------------------------------------------------------- Initialization seed trial #736 of 1000; initialization seed = 493582961 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 80 BIC score: 572316 Distortion: 0.00940948 Distortions/cluster: 2.08674e-05 4.07957e-05 4.67839e-05 3.73047e-05 2.09107e-05 1.27749e-35 1.08283e-34 2.29702e-05 2.26955e-05 4.1844e-05 0.000307974 4.70304e-05 0.00872182 0 7.84844e-05 Variance: 1.59348e-06 Variances/cluster: 4.04371e-08 6.98334e-08 8.44208e-08 6.0737e-08 4.11591e-08 0 0 3.72851e-08 4.32253e-08 6.26353e-08 1.71076e-05 7.99773e-08 0.156503 0 1.10066e-07 -------------------------------------------------------------- Initialization seed trial #737 of 1000; initialization seed = 493582962 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 502080 Distortion: 0.0453126 Distortions/cluster: 4.72422e-05 7.70971e-05 2.22155e-05 1.99781e-05 3.47396e-05 4.1794e-05 1.27749e-35 0.0446389 0.000307974 2.30706e-05 3.34782e-05 2.36116e-05 1.96059e-05 1.08283e-34 2.28461e-05 Variance: 7.67359e-06 Variances/cluster: 8.00651e-08 1.10603e-07 4.12125e-08 4.06849e-08 6.09267e-08 6.25604e-08 0 0.0422886 1.71076e-05 3.73873e-08 6.22071e-08 6.96288e-08 6.42612e-08 0 4.30205e-08 -------------------------------------------------------------- Initialization seed trial #738 of 1000; initialization seed = 493582963 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 498427 Distortion: 0.0492209 Distortions/cluster: 1.92665e-05 1.62843e-05 1.64641e-05 8.366e-05 2.26704e-05 0.00391362 2.19354e-05 1.25053e-05 0.000296857 0.0446389 6.76894e-05 4.37565e-05 1.83694e-05 2.03277e-05 2.85225e-05 Variance: 8.33545e-06 Variances/cluster: 7.40964e-08 3.36423e-08 3.58663e-08 9.74749e-08 5.19916e-08 0.00391989 5.00768e-08 6.12955e-08 1.9788e-05 0.0422886 7.57754e-08 3.70774e-07 3.90801e-08 3.49834e-08 4.15744e-08 -------------------------------------------------------------- Initialization seed trial #739 of 1000; initialization seed = 493582964 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 572689 Distortion: 0.00943252 Distortions/cluster: 2.35176e-05 2.24567e-05 1.08283e-34 0.000285167 1.27749e-35 4.67043e-05 2.20344e-05 7.85545e-05 1.79086e-05 2.22772e-05 8.366e-05 6.81933e-05 0 0.00872182 4.0231e-05 Variance: 1.59738e-06 Variances/cluster: 5.49427e-08 3.62747e-08 0 1.29025e-06 0 2.74699e-06 4.8106e-08 1.16023e-07 6.70679e-08 4.09468e-08 9.74749e-08 7.6254e-08 0 0.156503 4.3678e-08 -------------------------------------------------------------- Initialization seed trial #740 of 1000; initialization seed = 493582965 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 572800 Distortion: 0.00941321 Distortions/cluster: 1.97726e-05 6.60089e-05 1.27749e-35 2.2366e-05 3.78274e-05 2.4344e-05 0 8.366e-05 3.32995e-05 1.08283e-34 4.67043e-05 0.000297331 3.14729e-05 0.00872182 2.86012e-05 Variance: 1.59411e-06 Variances/cluster: 4.03484e-08 7.42266e-08 0 3.63634e-08 3.00181e-07 4.84897e-08 0 9.74749e-08 3.8989e-08 0 2.74699e-06 6.66606e-07 4.33474e-08 0.156503 7.50627e-08 -------------------------------------------------------------- Initialization seed trial #741 of 1000; initialization seed = 493582966 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 67 BIC score: 572420 Distortion: 0.00942457 Distortions/cluster: 1.27749e-35 0.00872182 2.56419e-05 2.06598e-05 0.000307974 8.366e-05 2.94324e-05 7.67199e-05 1.89417e-05 6.81933e-05 1.08283e-34 0 2.21585e-05 2.07253e-05 2.86463e-05 Variance: 1.59603e-06 Variances/cluster: 0 0.156503 5.26481e-08 3.53118e-08 1.71076e-05 9.74749e-08 6.24842e-08 1.14156e-07 3.92947e-08 7.6254e-08 0 0 4.12598e-08 3.99292e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #742 of 1000; initialization seed = 493582967 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 498751 Distortion: 0.0492028 Distortions/cluster: 2.86463e-05 1.44798e-05 3.44146e-05 2.11957e-05 2.95988e-05 4.07721e-05 2.31671e-05 2.3009e-05 2.1372e-05 0.000300791 6.8289e-05 0.0446389 2.03826e-05 2.41452e-05 0.00391362 Variance: 8.3324e-06 Variances/cluster: 7.5181e-08 5.81331e-08 4.49238e-08 7.11044e-08 6.24396e-08 3.39729e-07 5.87803e-08 5.91302e-08 4.19019e-08 1.87971e-05 4.87731e-08 0.0422886 4.86301e-08 4.9677e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #743 of 1000; initialization seed = 493582968 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 51 BIC score: 502660 Distortion: 0.0453139 Distortions/cluster: 2.41418e-05 0.000300791 1.27749e-35 1.22168e-05 1.86095e-05 3.14473e-05 4.03028e-05 8.366e-05 2.97717e-05 2.19756e-05 0.0446389 2.3223e-05 2.14989e-05 1.08283e-34 6.73163e-05 Variance: 7.67381e-06 Variances/cluster: 7.22754e-08 1.87971e-05 0 6.20088e-08 3.83665e-08 3.78394e-08 3.38639e-07 9.74749e-08 4.2895e-08 5.63426e-08 0.0422886 4.78785e-08 3.57083e-08 0 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #744 of 1000; initialization seed = 493582969 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 498831 Distortion: 0.0492159 Distortions/cluster: 2.00627e-05 1.48683e-05 1.16146e-05 3.23055e-05 2.08444e-05 0.00391362 0.000300791 0.0446389 2.21185e-05 5.68468e-05 1.83613e-05 3.03715e-05 1.86525e-05 3.6115e-05 8.03927e-05 Variance: 8.33461e-06 Variances/cluster: 6.47136e-08 2.43686e-07 6.21049e-08 3.84098e-08 4.64202e-08 0.00391989 1.87971e-05 0.0422886 3.61371e-08 6.54704e-08 4.45622e-08 4.28938e-08 3.86144e-08 3.37485e-07 9.47727e-08 -------------------------------------------------------------- Initialization seed trial #745 of 1000; initialization seed = 493582970 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 513678 Distortion: 0.0360555 Distortions/cluster: 4.44505e-05 4.42716e-05 4.81569e-35 5.00717e-05 2.52237e-05 9.46155e-05 0.0356196 2.37044e-35 4.44526e-05 1.89386e-05 4.67043e-05 3.44908e-05 3.27799e-05 1.08283e-34 1.27749e-35 Variance: 6.10594e-06 Variances/cluster: 4.47148e-08 6.57768e-08 2.67973e-31 5.19359e-08 7.24593e-08 1.0151e-07 0.035575 0 7.77081e-08 6.33195e-08 2.74699e-06 6.09179e-08 6.07967e-08 0 0 -------------------------------------------------------------- Initialization seed trial #746 of 1000; initialization seed = 493582971 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 502351 Distortion: 0.0452933 Distortions/cluster: 2.95988e-05 3.53035e-05 1.08283e-34 3.93166e-05 3.13272e-05 1.27749e-35 1.90972e-05 0.000300791 0.0446389 4.90368e-05 2.26318e-05 3.31394e-05 2.86463e-05 2.55481e-05 3.99696e-05 Variance: 7.67033e-06 Variances/cluster: 6.24396e-08 5.95142e-08 0 3.38897e-07 4.35062e-08 0 3.93718e-08 1.87971e-05 0.0422886 8.51064e-08 3.66168e-08 3.8847e-08 7.5181e-08 5.22408e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #747 of 1000; initialization seed = 493582972 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 572709 Distortion: 0.00941485 Distortions/cluster: 0 2.55764e-05 2.87715e-05 1.27749e-35 1.85027e-05 1.08283e-34 4.67043e-05 3.44908e-05 0.00872182 0.000299103 3.888e-05 4.27138e-05 3.28653e-05 2.88388e-05 9.65872e-05 Variance: 1.59439e-06 Variances/cluster: 0 7.26376e-08 7.51155e-08 0 6.29142e-08 0 2.74699e-06 6.09179e-08 0.156503 6.26999e-07 4.68381e-08 4.44433e-08 6.08421e-08 5.56684e-08 9.99778e-08 -------------------------------------------------------------- Initialization seed trial #748 of 1000; initialization seed = 493582973 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 557028 Distortion: 0.0132968 Distortions/cluster: 0.00391362 3.75573e-05 3.00268e-05 2.36116e-05 1.96059e-05 3.34357e-05 3.0528e-05 4.97739e-05 2.58849e-05 0.000300841 2.97005e-05 0 4.67043e-05 3.36592e-05 0.00872182 Variance: 2.25178e-06 Variances/cluster: 0.00391989 4.13135e-08 7.58193e-08 6.96288e-08 6.42612e-08 5.91588e-08 6.08078e-08 4.99192e-08 5.25001e-08 2.54921e-06 4.11887e-08 0 2.74699e-06 6.21968e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #749 of 1000; initialization seed = 493582974 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572404 Distortion: 0.00940836 Distortions/cluster: 2.48172e-05 4.67839e-05 3.02906e-05 1.27749e-35 0.000307974 1.08283e-34 0 4.07957e-05 6.1383e-05 3.67128e-05 3.00268e-05 3.47728e-05 0.00872182 3.0291e-05 4.26917e-05 Variance: 1.59329e-06 Variances/cluster: 5.09548e-08 8.44208e-08 4.16032e-08 0 1.71076e-05 0 0 6.98334e-08 9.56033e-08 5.98708e-08 7.58193e-08 4.18409e-08 0.156503 6.09428e-08 7.7054e-08 -------------------------------------------------------------- Initialization seed trial #750 of 1000; initialization seed = 493582975 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 556374 Distortion: 0.0133106 Distortions/cluster: 4.07957e-05 0.00391362 1.90162e-05 2.20807e-05 0.00872182 7.36989e-05 2.94324e-05 4.67839e-05 2.58285e-05 3.73047e-05 2.86463e-05 0.000307974 2.27222e-05 0 2.08885e-05 Variance: 2.25413e-06 Variances/cluster: 6.98334e-08 0.00391989 3.93675e-08 4.13459e-08 0.156503 1.17908e-07 6.24842e-08 8.44208e-08 5.27066e-08 6.0737e-08 7.5181e-08 1.71076e-05 4.05715e-08 0 3.54603e-08 -------------------------------------------------------------- Initialization seed trial #751 of 1000; initialization seed = 493582976 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 572413 Distortion: 0.00941273 Distortions/cluster: 2.95616e-05 0 1.27749e-35 2.54016e-05 3.61391e-05 7.66228e-05 3.77617e-05 4.0274e-05 2.33997e-05 4.67043e-05 0.00872182 1.08283e-34 4.90368e-05 2.57365e-05 0.000300272 Variance: 1.59403e-06 Variances/cluster: 6.06965e-08 0 0 4.08997e-08 6.1129e-08 1.16437e-07 4.07319e-08 6.8705e-08 4.14849e-08 2.74699e-06 0.156503 0 8.51064e-08 5.395e-08 7.5062e-07 -------------------------------------------------------------- Initialization seed trial #752 of 1000; initialization seed = 493582977 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 556684 Distortion: 0.0132952 Distortions/cluster: 4.67839e-05 3.91365e-05 0.000300791 0.00391362 1.72739e-05 2.99257e-05 4.15239e-05 3.38051e-05 1.89173e-05 4.07957e-05 3.79429e-05 0 0.00872182 1.61435e-05 3.67128e-05 Variance: 2.25151e-06 Variances/cluster: 8.44208e-08 7.6582e-08 1.87971e-05 0.00391989 3.4614e-08 5.046e-08 3.37555e-07 4.34475e-08 3.40199e-08 6.98334e-08 6.12918e-08 0 0.156503 3.53218e-08 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #753 of 1000; initialization seed = 493582978 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 604733 Distortion: 0.00462106 Distortions/cluster: 4.67043e-05 3.58899e-05 9.88853e-05 2.7961e-05 0 9.64317e-35 4.90368e-05 4.29272e-05 0.00391362 2.37044e-35 3.42045e-05 3.12743e-05 3.99696e-05 0.000300584 0 Variance: 7.82567e-07 Variances/cluster: 2.74699e-06 6.04009e-08 9.97744e-08 5.72919e-08 0 6.86694e-32 8.51064e-08 4.47585e-08 0.00391989 0 4.41869e-08 6.02538e-08 6.86544e-08 7.42123e-07 0 -------------------------------------------------------------- Initialization seed trial #754 of 1000; initialization seed = 493582979 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 512499 Distortion: 0.0363099 Distortions/cluster: 1.08283e-34 2.87034e-05 4.07957e-05 3.73047e-05 2.17412e-05 7.97043e-05 1.27749e-35 4.67839e-05 2.7154e-05 0.0356196 4.67043e-05 4.12548e-05 2.28812e-05 0.000297351 2.37044e-35 Variance: 6.14901e-06 Variances/cluster: 0 7.51338e-08 6.98334e-08 6.0737e-08 4.10172e-08 1.12885e-07 0 8.44208e-08 5.30305e-08 0.035575 2.74699e-06 4.40247e-08 3.68415e-08 6.65161e-07 0 -------------------------------------------------------------- Initialization seed trial #755 of 1000; initialization seed = 493582980 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 507668 Distortion: 0.0401874 Distortions/cluster: 1.97462e-05 2.23668e-05 3.10925e-05 0.0356196 4.32487e-05 3.31983e-05 2.5213e-05 2.37044e-35 4.67839e-05 0.000296857 2.95988e-05 2.86463e-05 4.07957e-05 0.00391362 3.67128e-05 Variance: 6.80566e-06 Variances/cluster: 4.07099e-08 3.63646e-08 4.29417e-08 0.035575 3.69605e-07 3.88704e-08 5.17675e-08 0 8.44208e-08 1.9788e-05 6.24396e-08 7.5181e-08 6.98334e-08 0.00391989 5.98708e-08 -------------------------------------------------------------- Initialization seed trial #756 of 1000; initialization seed = 493582981 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 502509 Distortion: 0.0453237 Distortions/cluster: 3.79713e-05 2.05608e-05 1.44798e-05 4.29557e-05 0.000299528 2.35025e-05 0.0446389 2.87715e-05 1.08283e-34 2.45642e-05 1.27749e-35 4.67043e-05 9.60528e-05 2.85345e-05 2.11957e-05 Variance: 7.67549e-06 Variances/cluster: 4.64145e-08 4.78003e-08 5.81331e-08 4.4556e-08 6.17534e-07 5.97837e-08 0.0422886 7.51155e-08 0 6.41151e-08 0 2.74699e-06 9.89127e-08 5.57265e-08 7.11044e-08 -------------------------------------------------------------- Initialization seed trial #757 of 1000; initialization seed = 493582982 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 688603 Distortion: 0.000698794 Distortions/cluster: 3.73047e-05 4.29272e-05 1.08283e-34 3.42045e-05 1.27749e-35 3.12744e-05 2.84326e-05 9.88853e-05 0.000307974 0 2.37044e-35 4.07957e-05 4.67839e-05 3.02112e-05 9.64317e-35 Variance: 1.18339e-07 Variances/cluster: 6.0737e-08 4.47585e-08 0 4.41869e-08 0 6.06044e-08 5.73186e-08 9.97744e-08 1.71076e-05 0 0 6.98334e-08 8.44208e-08 7.57112e-08 6.86694e-32 -------------------------------------------------------------- Initialization seed trial #758 of 1000; initialization seed = 493582983 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 498266 Distortion: 0.0492224 Distortions/cluster: 4.07957e-05 3.58275e-05 2.40841e-05 0.000307974 3.73047e-05 0.00391362 2.05043e-05 7.48422e-05 9.12399e-06 2.04021e-05 1.40896e-05 1.36629e-05 2.45092e-05 0.0446389 4.67839e-05 Variance: 8.33572e-06 Variances/cluster: 6.98334e-08 3.96726e-08 4.13067e-08 1.71076e-05 6.0737e-08 0.00391989 5.54122e-08 1.21486e-07 5.92416e-08 5.44005e-08 6.17919e-08 4.61546e-08 4.03729e-08 0.0422886 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #759 of 1000; initialization seed = 493582984 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 53 BIC score: 498893 Distortion: 0.0489471 Distortions/cluster: 1.92403e-05 4.81569e-35 4.67839e-05 2.2302e-05 3.57241e-05 3.11248e-05 4.07957e-05 2.86463e-05 2.35247e-05 3.67128e-05 2.95988e-05 0.00391362 4.67043e-05 3.33853e-05 0.0446389 Variance: 8.28909e-06 Variances/cluster: 3.98312e-08 2.67973e-31 8.44208e-08 3.63182e-08 2.95206e-07 4.31652e-08 6.98334e-08 7.5181e-08 4.86004e-08 5.98708e-08 6.24396e-08 0.00391989 2.74699e-06 3.89981e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #760 of 1000; initialization seed = 493582985 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 503774 Distortion: 0.0453472 Distortions/cluster: 4.27405e-05 1.27749e-35 1.24385e-05 0.0446389 0.000100996 1.22882e-05 0.00010376 1.00031e-05 4.67043e-05 9.68704e-06 0.0003196 1.08283e-34 1.05465e-05 1.57991e-05 2.37334e-05 Variance: 7.67946e-06 Variances/cluster: 6.36912e-08 0 7.62867e-08 0.0422886 5.64796e-08 4.91369e-08 9.83424e-08 4.83084e-08 2.74699e-06 5.29176e-08 5.15442e-07 0 5.35184e-08 4.08114e-08 6.50017e-08 -------------------------------------------------------------- Initialization seed trial #761 of 1000; initialization seed = 493582986 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 503244 Distortion: 0.0450805 Distortions/cluster: 1.92589e-05 4.81569e-35 4.04566e-05 7.85545e-05 6.81933e-05 1.08283e-34 8.366e-05 4.67043e-05 0.0446389 2.23117e-05 1.17107e-05 2.49958e-05 2.32653e-05 1.27749e-35 2.24268e-05 Variance: 7.63429e-06 Variances/cluster: 6.57251e-08 2.67973e-31 4.36858e-08 1.16023e-07 7.6254e-08 0 9.74749e-08 2.74699e-06 0.0422886 3.62751e-08 6.19564e-08 5.42162e-08 5.43533e-08 0 4.11461e-08 -------------------------------------------------------------- Initialization seed trial #762 of 1000; initialization seed = 493582987 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 557100 Distortion: 0.0133104 Distortions/cluster: 4.04593e-05 0.00391362 1.72269e-05 1.15575e-05 2.58511e-05 3.27383e-05 0 0.00872182 1.88043e-05 2.36914e-05 2.22714e-05 3.0578e-05 8.366e-05 0.000300791 6.73163e-05 Variance: 2.25409e-06 Variances/cluster: 3.37121e-07 0.00391989 6.3563e-08 6.17997e-08 5.61933e-08 3.86487e-08 0 0.156503 3.86882e-08 5.32342e-08 3.62684e-08 4.32465e-08 9.74749e-08 1.87971e-05 7.54422e-08 -------------------------------------------------------------- Initialization seed trial #763 of 1000; initialization seed = 493582988 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 501987 Distortion: 0.0453222 Distortions/cluster: 2.86012e-05 1.90556e-05 7.60558e-05 3.73047e-05 1.27749e-35 1.08283e-34 4.67043e-05 2.10881e-05 4.07957e-05 2.08731e-05 4.67839e-05 0.0446389 2.19959e-05 2.65995e-05 0.0002974 Variance: 7.67522e-06 Variances/cluster: 7.50627e-08 3.92864e-08 1.13337e-07 6.0737e-08 0 0 2.74699e-06 4.02406e-08 6.98334e-08 3.54341e-08 8.44208e-08 0.0422886 4.13421e-08 5.26676e-08 6.65271e-07 -------------------------------------------------------------- Initialization seed trial #764 of 1000; initialization seed = 493582989 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 572708 Distortion: 0.00941485 Distortions/cluster: 2.87715e-05 3.44908e-05 2.85345e-05 1.08283e-34 3.37267e-05 0.00872182 3.80351e-05 1.27749e-35 9.7061e-05 0 0.000299528 4.29557e-05 1.96059e-05 2.36116e-05 4.67043e-05 Variance: 1.59439e-06 Variances/cluster: 7.51155e-08 6.09179e-08 5.57265e-08 0 6.22065e-08 0.156503 4.64357e-08 0 9.98481e-08 0 6.17534e-07 4.4556e-08 6.42612e-08 6.96288e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #765 of 1000; initialization seed = 493582990 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 502902 Distortion: 0.0450599 Distortions/cluster: 4.67839e-05 2.14045e-05 1.08283e-34 4.67043e-05 2.86463e-05 0.0446389 4.17764e-05 2.29193e-05 1.27749e-35 2.61719e-05 3.73047e-05 4.81569e-35 4.07957e-05 7.8852e-05 2.96461e-05 Variance: 7.63081e-06 Variances/cluster: 8.44208e-08 4.07665e-08 0 2.74699e-06 7.5181e-08 0.0422886 4.46767e-08 3.68435e-08 0 5.31902e-08 6.0737e-08 2.67973e-31 6.98334e-08 1.11995e-07 6.24078e-08 -------------------------------------------------------------- Initialization seed trial #766 of 1000; initialization seed = 493582991 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 86 BIC score: 502454 Distortion: 0.0452911 Distortions/cluster: 3.36824e-05 3.91943e-05 2.52207e-05 1.08283e-34 3.26327e-05 3.24796e-05 0.000300791 4.08979e-05 3.69581e-05 1.27749e-35 1.87752e-05 0.0446389 3.82963e-05 2.07682e-05 3.2526e-05 Variance: 7.66996e-06 Variances/cluster: 5.91764e-08 7.65453e-08 7.24505e-08 0 6.08624e-08 5.19623e-08 1.87971e-05 3.37961e-07 4.47395e-08 0 6.31958e-08 0.0422886 6.19628e-08 3.51963e-08 3.8489e-08 -------------------------------------------------------------- Initialization seed trial #767 of 1000; initialization seed = 493582992 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 498324 Distortion: 0.0492088 Distortions/cluster: 3.99696e-05 2.12187e-05 3.05841e-05 3.72912e-05 4.90368e-05 2.19108e-05 0.00391362 4.35604e-05 0.0446389 2.46437e-05 1.82551e-05 3.14883e-05 2.43776e-05 0.000278636 3.53035e-05 Variance: 8.33342e-06 Variances/cluster: 6.86544e-08 5.41243e-08 4.32552e-08 3.15991e-07 8.51064e-08 3.59742e-08 0.00391989 2.7222e-06 0.0422886 5.12299e-08 3.81073e-08 3.78887e-08 6.86642e-08 1.70927e-06 5.95142e-08 -------------------------------------------------------------- Initialization seed trial #768 of 1000; initialization seed = 493582993 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 556722 Distortion: 0.0133182 Distortions/cluster: 0 2.24645e-05 0.00391362 4.67043e-05 3.65428e-05 2.26653e-05 0.00872182 4.67839e-05 3.73047e-05 2.47783e-05 2.71656e-05 0.00027413 2.63676e-05 7.7011e-05 4.07957e-05 Variance: 2.2554e-06 Variances/cluster: 0 4.07666e-08 0.00391989 2.74699e-06 4.01094e-08 5.62364e-08 0.156503 8.44208e-08 6.0737e-08 4.04828e-08 6.64143e-08 2.49187e-06 5.48136e-08 1.17206e-07 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #769 of 1000; initialization seed = 493582994 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 502451 Distortion: 0.0453226 Distortions/cluster: 2.9803e-05 1.27749e-35 1.68047e-05 2.14233e-05 3.78274e-05 8.366e-05 1.52401e-05 2.37324e-05 1.08283e-34 4.67043e-05 2.86012e-05 0.000297226 1.66321e-05 0.0446389 6.60089e-05 Variance: 7.67529e-06 Variances/cluster: 3.77221e-08 0 3.70932e-08 3.57611e-08 3.00181e-07 9.74749e-08 3.51125e-08 4.82322e-08 0 2.74699e-06 7.50627e-08 6.69374e-07 3.95962e-08 0.0422886 7.42266e-08 -------------------------------------------------------------- Initialization seed trial #770 of 1000; initialization seed = 493582995 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 572388 Distortion: 0.00943265 Distortions/cluster: 2.86012e-05 8.366e-05 1.27749e-35 2.19838e-05 0.0002974 2.10126e-05 1.89518e-05 4.67043e-05 7.669e-05 1.08283e-34 2.10341e-05 2.65995e-05 0.00872182 0 6.81933e-05 Variance: 1.5974e-06 Variances/cluster: 7.50627e-08 9.74749e-08 0 4.13192e-08 6.65271e-07 3.55502e-08 3.92342e-08 2.74699e-06 1.13942e-07 0 4.02142e-08 5.26676e-08 0.156503 0 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #771 of 1000; initialization seed = 493582996 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 688140 Distortion: 0.000703812 Distortions/cluster: 4.67839e-05 9.64317e-35 0.000307416 8.70412e-05 4.07957e-05 2.12715e-05 2.37044e-35 3.8196e-05 1.27749e-35 4.67043e-05 3.73047e-05 3.85809e-05 0 3.97173e-05 1.08283e-34 Variance: 1.19189e-07 Variances/cluster: 8.44208e-08 6.86694e-32 4.94992e-07 1.02272e-07 6.98334e-08 3.56266e-08 0 5.8398e-08 0 2.74699e-06 6.0737e-08 7.63917e-08 0 4.37377e-08 0 -------------------------------------------------------------- Initialization seed trial #772 of 1000; initialization seed = 493582997 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 74 BIC score: 512134 Distortion: 0.0361589 Distortions/cluster: 2.21668e-05 1.64719e-05 2.00281e-05 0.000296857 0.0102932 0.00391362 2.18494e-05 2.2009e-05 0.0214318 2.84073e-05 1.57843e-05 0 2.06545e-05 1.19074e-05 4.41619e-05 Variance: 6.12344e-06 Variances/cluster: 7.29116e-08 3.41712e-08 3.45868e-08 1.9788e-05 9.97031e-06 0.00391989 5.31568e-08 4.89047e-08 3.00488e-05 4.2019e-08 3.49179e-08 0 4.33874e-08 6.13734e-08 3.71063e-07 -------------------------------------------------------------- Initialization seed trial #773 of 1000; initialization seed = 493582998 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 558001 Distortion: 0.0130551 Distortions/cluster: 1.98062e-05 4.26139e-05 4.67043e-05 4.81569e-35 2.43786e-05 2.53619e-05 4.21075e-05 3.27527e-05 2.51849e-05 4.72422e-05 0 0.00391362 3.44908e-05 0.00872182 7.90021e-05 Variance: 2.21085e-06 Variances/cluster: 6.42853e-08 4.51858e-08 2.74699e-06 2.67973e-31 7.18907e-08 4.5858e-08 6.28416e-08 6.07463e-08 3.85636e-08 8.00651e-08 0 0.00391989 6.09179e-08 0.156503 1.08959e-07 -------------------------------------------------------------- Initialization seed trial #774 of 1000; initialization seed = 493582999 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 51 BIC score: 558198 Distortion: 0.013077 Distortions/cluster: 1.17609e-05 6.81933e-05 0 4.81569e-35 3.78033e-05 8.366e-05 0.00872182 2.42309e-05 4.67043e-05 2.43902e-05 1.71828e-05 2.2517e-05 2.59597e-05 7.91473e-05 0.00391362 Variance: 2.21456e-06 Variances/cluster: 6.18941e-08 7.6254e-08 0 2.67973e-31 4.08207e-08 9.74749e-08 0.156503 5.43244e-08 2.74699e-06 4.18318e-08 6.36354e-08 3.63721e-08 5.60639e-08 1.24239e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #775 of 1000; initialization seed = 493583000 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 556607 Distortion: 0.0133118 Distortions/cluster: 2.17412e-05 0 0.00391362 2.86012e-05 1.98062e-05 3.44908e-05 0.00872182 2.43786e-05 4.20705e-05 3.27527e-05 2.7094e-05 2.29791e-05 7.82999e-05 0.000297453 4.67043e-05 Variance: 2.25433e-06 Variances/cluster: 4.10172e-08 0 0.00391989 7.50627e-08 6.42853e-08 6.09179e-08 0.156503 7.18907e-08 4.48473e-08 6.07463e-08 5.30168e-08 3.68804e-08 1.1137e-07 6.63905e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #776 of 1000; initialization seed = 493583001 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 498771 Distortion: 0.0489595 Distortions/cluster: 2.19964e-05 4.09224e-05 3.35214e-05 4.81569e-35 4.67043e-05 3.48071e-05 2.97415e-05 2.86463e-05 7.84947e-05 0.00391362 2.36116e-05 2.29193e-05 2.61316e-05 1.94952e-05 0.0446389 Variance: 8.2912e-06 Variances/cluster: 4.09577e-08 4.38573e-08 6.22874e-08 2.67973e-31 2.74699e-06 6.09382e-08 6.2346e-08 7.5181e-08 1.13421e-07 0.00391989 6.96288e-08 3.68435e-08 5.32163e-08 6.41085e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #777 of 1000; initialization seed = 493583002 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 15 BIC score: 502336 Distortion: 0.0453028 Distortions/cluster: 0.000297228 2.44772e-05 1.27749e-35 3.33586e-05 3.13587e-05 2.87034e-05 3.57241e-05 3.99696e-05 1.96249e-05 3.53035e-05 1.08283e-34 2.24345e-05 0.0446389 4.90368e-05 4.67043e-05 Variance: 7.67195e-06 Variances/cluster: 6.67874e-07 4.86581e-08 0 3.90582e-08 4.32496e-08 7.51338e-08 2.95206e-07 6.86544e-08 4.01288e-08 5.95142e-08 0 3.64155e-08 0.0422886 8.51064e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #778 of 1000; initialization seed = 493583003 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 508822 Distortion: 0.0399652 Distortions/cluster: 2.29134e-05 2.295e-05 4.81569e-35 7.30155e-05 8.21702e-05 2.37044e-35 4.07957e-05 0.0356196 3.78634e-05 2.37598e-05 2.32044e-05 0.00391362 1.19074e-05 4.67839e-05 4.67043e-05 Variance: 6.76803e-06 Variances/cluster: 7.27355e-08 4.83117e-08 2.67973e-31 5.05598e-08 1.11181e-07 0 6.98334e-08 0.035575 6.15463e-08 5.71096e-08 4.21858e-08 0.00391989 6.13734e-08 8.44208e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #779 of 1000; initialization seed = 493583004 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 556800 Distortion: 0.0133108 Distortions/cluster: 6.73163e-05 1.6011e-05 2.04045e-05 8.366e-05 1.66539e-05 4.17482e-05 0 2.84467e-05 0.00391362 2.30234e-05 2.98108e-05 0.00872182 2.92075e-05 0.000300791 1.82795e-05 Variance: 2.25416e-06 Variances/cluster: 7.54422e-08 3.3563e-08 3.49952e-08 9.74749e-08 3.58889e-08 3.39376e-07 0 4.19531e-08 0.00391989 4.95083e-08 7.58485e-08 0.156503 6.12266e-08 1.87971e-05 3.8318e-08 -------------------------------------------------------------- Initialization seed trial #780 of 1000; initialization seed = 493583005 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 79 BIC score: 688831 Distortion: 0.000711412 Distortions/cluster: 4.96348e-05 0.000103989 1.92731e-05 0.000307974 1.27749e-35 1.09363e-05 1.08283e-34 2.22338e-05 2.94621e-05 2.36839e-05 9.64317e-35 0.000101507 4.27164e-05 0 2.37044e-35 Variance: 1.20476e-07 Variances/cluster: 8.03088e-08 9.89345e-08 6.44378e-08 1.71076e-05 0 5.52162e-08 0 4.81096e-08 6.17451e-08 7.46891e-08 6.86694e-32 5.65759e-08 6.36553e-08 0 0 -------------------------------------------------------------- Initialization seed trial #781 of 1000; initialization seed = 493583006 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 503014 Distortion: 0.0450586 Distortions/cluster: 2.17441e-05 2.43786e-05 3.98296e-05 4.81569e-35 3.48071e-05 8.57062e-05 3.93613e-05 3.79002e-05 0.0446389 1.08283e-34 1.27749e-35 1.96949e-05 3.69625e-05 3.25482e-05 4.67043e-05 Variance: 7.63058e-06 Variances/cluster: 3.59365e-08 7.18907e-08 4.38614e-08 2.67973e-31 6.09382e-08 1.02388e-07 7.65724e-08 6.03455e-08 0.0422886 0 0 6.41321e-08 5.75683e-08 6.08182e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #782 of 1000; initialization seed = 493583007 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 63 BIC score: 497811 Distortion: 0.049217 Distortions/cluster: 1.90162e-05 2.0808e-05 2.57455e-05 0.00391362 2.1474e-05 3.33079e-05 2.94324e-05 2.86463e-05 0.0446389 7.36199e-05 2.20523e-05 2.20048e-05 2.62273e-05 0.000307974 3.41628e-05 Variance: 8.3348e-06 Variances/cluster: 3.93675e-08 3.53837e-08 5.26445e-08 0.00391989 4.74936e-08 8.00416e-08 6.24842e-08 7.5181e-08 0.0422886 1.14841e-07 4.04591e-08 4.12811e-08 6.12585e-08 1.71076e-05 7.4731e-08 -------------------------------------------------------------- Initialization seed trial #783 of 1000; initialization seed = 493583008 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 66 BIC score: 574716 Distortion: 0.00915786 Distortions/cluster: 0 4.90529e-05 3.01919e-05 6.60089e-05 2.51325e-05 8.366e-05 3.03365e-05 4.67043e-05 3.71041e-05 4.81569e-35 3.00268e-05 1.27749e-35 0.00872182 3.78274e-05 1.08283e-34 Variance: 1.55087e-06 Variances/cluster: 0 4.92951e-08 4.15819e-08 7.42266e-08 5.12861e-08 9.74749e-08 6.09117e-08 2.74699e-06 4.0815e-08 2.67973e-31 7.58193e-08 0 0.156503 3.00181e-07 0 -------------------------------------------------------------- Initialization seed trial #784 of 1000; initialization seed = 493583009 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 572908 Distortion: 0.00941094 Distortions/cluster: 1.44798e-05 0 4.31034e-05 0.000307974 2.48952e-05 5.11104e-05 2.11957e-05 2.31325e-05 4.31422e-05 4.62472e-05 1.08283e-34 0.00872182 1.27749e-35 2.06002e-05 9.32357e-05 Variance: 1.59372e-06 Variances/cluster: 5.81331e-08 0 7.72401e-08 1.71076e-05 6.38127e-08 5.27943e-08 7.11044e-08 5.91436e-08 6.53614e-08 4.50273e-08 0 0.156503 0 4.84553e-08 1.01334e-07 -------------------------------------------------------------- Initialization seed trial #785 of 1000; initialization seed = 493583010 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 572852 Distortion: 0.00940377 Distortions/cluster: 6.73163e-05 3.32602e-05 2.95988e-05 4.17482e-05 8.366e-05 0.000300791 0 2.23668e-05 0.00872182 3.14248e-05 1.08283e-34 2.39374e-05 1.27749e-35 1.91975e-05 2.86463e-05 Variance: 1.59251e-06 Variances/cluster: 7.54422e-08 3.88975e-08 6.24396e-08 3.39376e-07 9.74749e-08 1.87971e-05 0 3.63646e-08 0.156503 4.34007e-08 0 4.9453e-08 0 3.9825e-08 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #786 of 1000; initialization seed = 493583011 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 502354 Distortion: 0.0453429 Distortions/cluster: 7.46649e-05 6.80765e-05 0.000292592 2.52817e-05 1.88801e-05 1.17365e-05 2.11961e-05 2.16361e-05 1.66929e-05 1.08283e-34 1.27749e-35 4.67043e-05 8.37767e-05 0.0446389 2.27813e-05 Variance: 7.67874e-06 Variances/cluster: 1.1629e-07 7.62086e-08 7.18839e-07 5.27754e-08 3.9005e-08 6.14425e-08 3.56196e-08 4.02868e-08 6.34663e-08 0 0 2.74699e-06 9.74973e-08 0.0422886 4.24986e-08 -------------------------------------------------------------- Initialization seed trial #787 of 1000; initialization seed = 493583012 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 507292 Distortion: 0.0402084 Distortions/cluster: 2.37044e-35 0.000307974 3.73047e-05 0.00391362 2.08515e-05 4.67839e-05 2.98108e-05 2.05318e-05 2.49664e-05 0.0356196 2.13646e-05 7.5622e-05 4.07957e-05 2.90584e-05 2.01202e-05 Variance: 6.80921e-06 Variances/cluster: 0 1.71076e-05 6.0737e-08 0.00391989 3.54577e-08 8.44208e-08 7.58485e-08 4.04134e-08 5.27783e-08 0.035575 4.03067e-08 1.14222e-07 6.98334e-08 6.11706e-08 3.99176e-08 -------------------------------------------------------------- Initialization seed trial #788 of 1000; initialization seed = 493583013 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 502457 Distortion: 0.045298 Distortions/cluster: 2.51399e-05 3.96218e-05 3.52696e-05 0.0446389 3.81223e-05 0.000300632 3.23549e-05 1.8854e-05 3.51552e-05 1.08283e-34 3.26327e-05 1.27749e-35 2.08803e-05 4.67043e-05 3.36824e-05 Variance: 7.67112e-06 Variances/cluster: 7.24266e-08 4.70526e-08 5.52761e-08 0.0422886 7.63913e-08 2.56921e-06 3.83773e-08 6.32482e-08 5.81028e-08 0 6.08624e-08 0 3.52667e-08 2.74699e-06 5.91764e-08 -------------------------------------------------------------- Initialization seed trial #789 of 1000; initialization seed = 493583014 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 512036 Distortion: 0.0361618 Distortions/cluster: 2.90532e-05 0.0214283 1.20832e-05 1.5735e-05 2.24673e-05 2.94394e-05 0 2.82016e-05 1.44737e-05 2.04149e-05 0.0102945 0.000300791 0.00391362 4.42496e-05 8.4747e-06 Variance: 6.12394e-06 Variances/cluster: 6.1942e-08 3.06895e-05 3.02045e-08 3.4732e-08 4.7596e-08 7.6659e-08 0 4.17147e-08 3.2743e-08 4.36172e-08 9.87593e-06 1.87971e-05 0.00391989 3.42978e-07 3.33611e-08 -------------------------------------------------------------- Initialization seed trial #790 of 1000; initialization seed = 493583015 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 556782 Distortion: 0.0132899 Distortions/cluster: 4.90368e-05 3.93166e-05 3.00268e-05 3.28473e-05 3.53035e-05 0.000300791 0 2.22203e-05 1.91109e-05 2.97647e-05 0.00391362 3.07843e-05 3.99696e-05 0.00872182 2.52401e-05 Variance: 2.25061e-06 Variances/cluster: 8.51064e-08 3.38897e-07 7.58193e-08 3.87316e-08 5.95142e-08 1.87971e-05 0 3.62443e-08 3.90779e-08 6.11135e-08 0.00391989 4.33543e-08 6.86544e-08 0.156503 5.29095e-08 -------------------------------------------------------------- Initialization seed trial #791 of 1000; initialization seed = 493583016 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 502323 Distortion: 0.0453224 Distortions/cluster: 3.67534e-05 4.05825e-05 4.75489e-05 2.50743e-05 2.26847e-05 1.08283e-34 1.16404e-05 4.67043e-05 2.2906e-05 1.69003e-05 4.08575e-05 0.000293803 1.27749e-35 0.0446389 7.80197e-05 Variance: 7.67526e-06 Variances/cluster: 6.05294e-08 6.94685e-08 8.47307e-08 5.35728e-08 4.13915e-08 0 6.15842e-08 2.74699e-06 3.68222e-08 6.32921e-08 4.38818e-08 6.8162e-07 0 0.0422886 1.15063e-07 -------------------------------------------------------------- Initialization seed trial #792 of 1000; initialization seed = 493583017 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 72 BIC score: 508243 Distortion: 0.0399542 Distortions/cluster: 4.67043e-05 2.86463e-05 2.96461e-05 2.61719e-05 3.72578e-05 4.6908e-05 0.0356196 4.07184e-05 2.37044e-35 7.8852e-05 2.29193e-05 0.00391362 4.17764e-05 2.14045e-05 4.81569e-35 Variance: 6.76616e-06 Variances/cluster: 2.74699e-06 7.5181e-08 6.24078e-08 5.31902e-08 6.07595e-08 8.44922e-08 0.035575 6.9701e-08 0 1.11995e-07 3.68435e-08 0.00391989 4.46767e-08 4.07665e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #793 of 1000; initialization seed = 493583018 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 572708 Distortion: 0.00941485 Distortions/cluster: 3.48071e-05 2.87715e-05 0.00872182 0.000299528 1.08283e-34 1.27749e-35 2.85345e-05 3.34105e-05 3.80351e-05 9.7061e-05 1.96059e-05 2.36116e-05 4.29557e-05 0 4.67043e-05 Variance: 1.59439e-06 Variances/cluster: 6.09382e-08 7.51155e-08 0.156503 6.17534e-07 0 0 5.57265e-08 6.21969e-08 4.64357e-08 9.98481e-08 6.42612e-08 6.96288e-08 4.4556e-08 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #794 of 1000; initialization seed = 493583019 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 687211 Distortion: 0.000727507 Distortions/cluster: 2.68122e-05 6.80765e-05 0 1.15485e-05 3.71885e-05 9.82411e-05 8.37767e-05 9.64317e-35 1.08283e-34 1.74599e-05 0.000295177 1.27749e-35 4.67043e-05 4.25221e-05 2.37044e-35 Variance: 1.23202e-07 Variances/cluster: 5.64417e-08 7.62086e-08 0 6.14228e-08 4.59633e-08 1.00751e-07 9.74973e-08 6.86694e-32 0 6.32558e-08 6.47264e-07 0 2.74699e-06 4.44288e-08 0 -------------------------------------------------------------- Initialization seed trial #795 of 1000; initialization seed = 493583020 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 50 BIC score: 572737 Distortion: 0.00939488 Distortions/cluster: 1.27749e-35 3.53035e-05 2.11853e-05 4.90368e-05 3.91365e-05 0.00872182 0.000300632 3.29741e-05 1.08283e-34 4.67043e-05 3.99696e-05 3.80878e-05 0 3.15928e-05 3.84375e-05 Variance: 1.591e-06 Variances/cluster: 0 5.95142e-08 3.56614e-08 8.51064e-08 7.6582e-08 0.156503 2.56921e-06 3.86533e-08 0 2.74699e-06 6.86544e-08 6.13278e-08 0 5.12821e-08 4.66434e-08 -------------------------------------------------------------- Initialization seed trial #796 of 1000; initialization seed = 493583021 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 89 BIC score: 607597 Distortion: 0.00434966 Distortions/cluster: 9.41233e-05 9.64317e-35 3.27799e-05 2.37044e-35 4.64237e-05 0 4.31422e-05 4.31034e-05 2.52237e-05 0.00391362 3.44908e-05 4.81569e-35 5.11104e-05 1.89386e-05 4.67043e-05 Variance: 7.36607e-07 Variances/cluster: 1.0241e-07 6.86694e-32 6.07967e-08 0 4.50675e-08 0 6.53614e-08 7.72401e-08 7.24593e-08 0.00391989 6.09179e-08 2.67973e-31 5.27943e-08 6.33195e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #797 of 1000; initialization seed = 493583022 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 557901 Distortion: 0.0130564 Distortions/cluster: 2.61719e-05 2.14045e-05 4.81569e-35 2.29193e-05 0.00872182 4.07957e-05 3.73047e-05 4.67839e-05 7.8852e-05 2.86463e-05 0.00391362 2.96461e-05 4.17764e-05 4.67043e-05 0 Variance: 2.21108e-06 Variances/cluster: 5.31902e-08 4.07665e-08 2.67973e-31 3.68435e-08 0.156503 6.98334e-08 6.0737e-08 8.44208e-08 1.11995e-07 7.5181e-08 0.00391989 6.24078e-08 4.46767e-08 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #798 of 1000; initialization seed = 493583023 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 572669 Distortion: 0.00943254 Distortions/cluster: 0.000289382 8.366e-05 7.77872e-05 6.81933e-05 1.47795e-05 0.00872182 2.25186e-05 2.27018e-05 4.67043e-05 0 3.94077e-05 2.32092e-05 1.08283e-34 2.23796e-05 1.27749e-35 Variance: 1.59738e-06 Variances/cluster: 1.05993e-06 9.74749e-08 1.17849e-07 7.6254e-08 6.42536e-08 0.156503 4.73039e-08 4.09741e-08 2.74699e-06 0 4.32538e-08 5.60557e-08 0 3.62675e-08 0 -------------------------------------------------------------- Initialization seed trial #799 of 1000; initialization seed = 493583024 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 572855 Distortion: 0.00940375 Distortions/cluster: 0.000300791 0 2.23668e-05 4.04593e-05 6.73163e-05 3.14248e-05 1.27749e-35 2.5213e-05 1.08283e-34 2.90326e-05 3.32602e-05 2.92125e-05 8.366e-05 1.91975e-05 0.00872182 Variance: 1.59251e-06 Variances/cluster: 1.87971e-05 0 3.63646e-08 3.37121e-07 7.54422e-08 4.34007e-08 0 5.17675e-08 0 7.5797e-08 3.88975e-08 6.18859e-08 9.74749e-08 3.9825e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #800 of 1000; initialization seed = 493583025 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 82 BIC score: 512493 Distortion: 0.0363017 Distortions/cluster: 1.08283e-34 2.62597e-05 2.31697e-05 8.35241e-05 3.83178e-05 0.0356196 2.34655e-05 0.000304149 3.58899e-05 2.97415e-05 2.86463e-05 1.27749e-35 4.90368e-05 3.99696e-05 2.37044e-35 Variance: 6.14762e-06 Variances/cluster: 0 5.32602e-08 3.7008e-08 1.2654e-07 4.10659e-08 0.035575 4.1528e-08 1.78889e-05 6.04009e-08 6.2346e-08 7.5181e-08 0 8.51064e-08 6.86544e-08 0 -------------------------------------------------------------- Initialization seed trial #801 of 1000; initialization seed = 493583026 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 58 BIC score: 556865 Distortion: 0.0133097 Distortions/cluster: 2.96511e-05 0.00391362 2.86463e-05 2.92943e-05 1.69243e-05 1.62627e-05 6.73163e-05 0 2.33083e-05 8.366e-05 0.000300791 2.14689e-05 4.16086e-05 1.53187e-05 0.00872182 Variance: 2.25397e-06 Variances/cluster: 3.76251e-08 0.00391989 7.5181e-08 6.25895e-08 3.7275e-08 3.9278e-08 7.54422e-08 0 4.89626e-08 9.74749e-08 1.87971e-05 3.57773e-08 3.41014e-07 3.52935e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #802 of 1000; initialization seed = 493583027 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 498858 Distortion: 0.0489665 Distortions/cluster: 1.1652e-05 3.99696e-05 4.81569e-35 4.67043e-05 0.0446389 0.00391362 7.65304e-05 4.03382e-05 1.93533e-05 2.29546e-05 3.64426e-05 2.52698e-05 2.35169e-05 4.90368e-05 2.21923e-05 Variance: 8.29238e-06 Variances/cluster: 6.19734e-08 6.86544e-08 2.67973e-31 2.74699e-06 0.0422886 0.00391989 1.16652e-07 4.3558e-08 6.55994e-08 4.10598e-08 6.12281e-08 5.41064e-08 5.49409e-08 8.51064e-08 3.61986e-08 -------------------------------------------------------------- Initialization seed trial #803 of 1000; initialization seed = 493583028 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 502507 Distortion: 0.0453156 Distortions/cluster: 2.74568e-05 9.97638e-05 3.00803e-05 2.1165e-05 1.27749e-35 2.45642e-05 0.0446389 1.08283e-34 0.000304149 1.45841e-05 4.29076e-05 2.34297e-05 3.71093e-05 3.08605e-05 2.05608e-05 Variance: 7.6741e-06 Variances/cluster: 5.62588e-08 1.0284e-07 7.57631e-08 7.10012e-08 0 6.41151e-08 0.0422886 0 1.78889e-05 5.83178e-08 4.45522e-08 5.97506e-08 4.59222e-08 6.08638e-08 4.78003e-08 -------------------------------------------------------------- Initialization seed trial #804 of 1000; initialization seed = 493583029 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572883 Distortion: 0.00941093 Distortions/cluster: 0.000307974 1.08283e-34 1.51783e-05 4.44724e-05 4.8904e-05 1.27749e-35 4.24543e-05 0 1.90592e-05 2.41102e-05 2.1424e-05 0.00872182 2.45642e-05 4.70304e-05 9.3938e-05 Variance: 1.59372e-06 Variances/cluster: 1.71076e-05 0 5.90404e-08 4.47369e-08 5.15265e-08 0 6.37397e-08 0 4.62452e-08 6.04074e-08 7.09182e-08 0.156503 6.41151e-08 7.99773e-08 1.00352e-07 -------------------------------------------------------------- Initialization seed trial #805 of 1000; initialization seed = 493583030 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 573759 Distortion: 0.00942609 Distortions/cluster: 1.20313e-05 1.08283e-34 1.27749e-35 2.48392e-05 1.10047e-05 0.000101095 4.27164e-05 1.68822e-05 4.96348e-05 0.00872182 0.00010376 1.67817e-05 0.000307974 0 1.75535e-05 Variance: 1.59629e-06 Variances/cluster: 5.51715e-08 0 0 6.39975e-08 4.95549e-08 5.65038e-08 6.36553e-08 6.94523e-08 8.03088e-08 0.156503 9.83424e-08 6.3547e-08 1.71076e-05 0 4.19803e-08 -------------------------------------------------------------- Initialization seed trial #806 of 1000; initialization seed = 493583031 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 572576 Distortion: 0.00940273 Distortions/cluster: 4.72422e-05 4.26139e-05 1.98062e-05 2.51849e-05 0 0.00872182 7.98017e-05 1.27749e-35 2.43786e-05 3.44908e-05 4.19863e-05 1.08283e-34 3.27527e-05 2.46832e-05 0.000307974 Variance: 1.59233e-06 Variances/cluster: 8.00651e-08 4.51858e-08 6.42853e-08 3.85636e-08 0 0.156503 1.09158e-07 0 7.18907e-08 6.09179e-08 6.27544e-08 0 6.07463e-08 4.5038e-08 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #807 of 1000; initialization seed = 493583032 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 502577 Distortion: 0.0453253 Distortions/cluster: 4.30249e-05 2.87715e-05 2.78846e-05 1.08283e-34 0.0446389 0.000297344 4.67043e-05 4.17201e-05 1.08941e-05 9.57576e-05 2.23127e-05 2.96641e-05 2.30833e-05 1.27749e-35 1.91944e-05 Variance: 7.67575e-06 Variances/cluster: 4.44433e-08 7.51155e-08 5.46708e-08 0 0.0422886 6.5489e-07 2.74699e-06 4.82817e-08 5.52826e-08 1.00261e-07 4.89156e-08 6.07671e-08 7.37255e-08 0 6.439e-08 -------------------------------------------------------------- Initialization seed trial #808 of 1000; initialization seed = 493583033 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 498964 Distortion: 0.0489678 Distortions/cluster: 0.00391362 4.35604e-05 4.81569e-35 2.86463e-05 0.0446389 2.49894e-05 8.366e-05 1.63126e-05 2.93425e-05 2.04593e-05 1.80095e-05 6.64516e-05 2.87311e-05 3.86413e-05 1.64599e-05 Variance: 8.2926e-06 Variances/cluster: 0.00391989 2.7222e-06 2.67973e-31 7.5181e-08 0.0422886 5.16263e-08 9.74749e-08 3.36313e-08 6.2559e-08 3.50891e-08 3.8233e-08 7.46404e-08 4.19396e-08 3.16693e-07 3.59355e-08 -------------------------------------------------------------- Initialization seed trial #809 of 1000; initialization seed = 493583034 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 502336 Distortion: 0.0453028 Distortions/cluster: 3.14106e-05 1.97766e-05 2.4344e-05 4.67043e-05 3.99696e-05 2.86012e-05 4.90368e-05 3.57241e-05 3.34014e-05 0.000297331 1.27749e-35 2.23215e-05 1.08283e-34 0.0446389 3.53035e-05 Variance: 7.67195e-06 Variances/cluster: 4.33212e-08 4.02742e-08 4.84897e-08 2.74699e-06 6.86544e-08 7.50627e-08 8.51064e-08 2.95206e-07 3.90625e-08 6.66606e-07 0 3.63501e-08 0 0.0422886 5.95142e-08 -------------------------------------------------------------- Initialization seed trial #810 of 1000; initialization seed = 493583035 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 502601 Distortion: 0.0453249 Distortions/cluster: 1.27749e-35 1.8854e-05 1.08283e-34 3.28066e-05 2.68516e-05 1.12945e-05 9.70816e-05 4.25881e-05 4.67043e-05 3.46333e-05 3.71731e-05 0.0446389 1.71648e-05 0.000295644 2.51399e-05 Variance: 7.67567e-06 Variances/cluster: 0 6.32482e-08 0 6.08462e-08 5.64058e-08 6.1378e-08 9.97666e-08 4.44513e-08 2.74699e-06 6.09541e-08 4.59443e-08 0.0422886 6.17392e-08 6.48289e-07 7.24266e-08 -------------------------------------------------------------- Initialization seed trial #811 of 1000; initialization seed = 493583036 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 572800 Distortion: 0.00941321 Distortions/cluster: 0.000297331 3.78274e-05 8.366e-05 1.27749e-35 1.97766e-05 3.13998e-05 2.23215e-05 4.67043e-05 3.34124e-05 0.00872182 2.4344e-05 6.60089e-05 2.86012e-05 0 1.08283e-34 Variance: 1.59411e-06 Variances/cluster: 6.66606e-07 3.00181e-07 9.74749e-08 0 4.02742e-08 4.33662e-08 3.63501e-08 2.74699e-06 3.90297e-08 0.156503 4.84897e-08 7.42266e-08 7.50627e-08 0 0 -------------------------------------------------------------- Initialization seed trial #812 of 1000; initialization seed = 493583037 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 502197 Distortion: 0.0453072 Distortions/cluster: 1.85027e-05 3.79187e-05 2.97647e-05 3.00268e-05 2.58561e-05 3.28653e-05 0.0446389 2.55764e-05 1.08283e-34 2.51786e-05 7.74101e-05 3.44908e-05 0.000307974 2.26899e-05 1.27749e-35 Variance: 7.67268e-06 Variances/cluster: 6.29142e-08 4.08571e-08 6.11135e-08 7.58193e-08 5.3862e-08 6.08421e-08 0.0422886 7.26376e-08 0 4.22419e-08 1.23845e-07 6.09179e-08 1.71076e-05 3.65334e-08 0 -------------------------------------------------------------- Initialization seed trial #813 of 1000; initialization seed = 493583038 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 52 BIC score: 498052 Distortion: 0.0492072 Distortions/cluster: 1.65273e-05 2.3122e-05 2.05094e-05 3.53035e-05 0.0446389 3.05004e-05 0.00391362 2.94707e-05 4.67043e-05 3.99696e-05 2.84588e-05 1.62843e-05 0.000300151 1.85706e-05 4.90368e-05 Variance: 8.33313e-06 Variances/cluster: 3.59257e-08 4.81664e-08 3.51147e-08 5.95142e-08 0.0422886 4.44573e-08 0.00391989 6.28322e-08 2.74699e-06 6.86544e-08 7.48856e-08 3.36423e-08 2.58722e-06 3.90922e-08 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #814 of 1000; initialization seed = 493583039 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 572520 Distortion: 0.00941395 Distortions/cluster: 4.18863e-05 3.58899e-05 2.47594e-05 1.67446e-05 0.00872182 1.08283e-34 1.27749e-35 8.15327e-05 4.90368e-05 2.26662e-05 4.67043e-05 0 0.000302147 3.07968e-05 3.99696e-05 Variance: 1.59423e-06 Variances/cluster: 4.49867e-08 6.04009e-08 4.55091e-08 7.37586e-08 0.156503 0 0 1.06153e-07 8.51064e-08 3.66725e-08 2.74699e-06 0 6.3739e-07 5.37419e-08 6.86544e-08 -------------------------------------------------------------- Initialization seed trial #815 of 1000; initialization seed = 493583040 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 22 BIC score: 572576 Distortion: 0.00940273 Distortions/cluster: 1.27749e-35 2.52537e-05 4.2552e-05 7.92913e-05 2.43786e-05 3.28638e-05 2.51849e-05 0.00872182 4.19863e-05 1.96949e-05 1.08283e-34 0.000307974 0 3.44908e-05 4.72422e-05 Variance: 1.59233e-06 Variances/cluster: 0 4.59951e-08 4.5168e-08 1.0846e-07 7.18907e-08 6.08393e-08 3.85636e-08 0.156503 6.27544e-08 6.41321e-08 0 1.71076e-05 0 6.09179e-08 8.00651e-08 -------------------------------------------------------------- Initialization seed trial #816 of 1000; initialization seed = 493583041 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 512471 Distortion: 0.0363105 Distortions/cluster: 1.27749e-35 1.08283e-34 7.79616e-05 3.79836e-05 2.37044e-35 0.000300325 2.5024e-05 0.0356196 4.07957e-05 2.58348e-05 4.67839e-05 2.95656e-05 3.73047e-05 4.67043e-05 2.26221e-05 Variance: 6.1491e-06 Variances/cluster: 0 0 1.24528e-07 4.0883e-08 0 7.4888e-07 4.21239e-08 0.035575 6.98334e-08 5.40427e-08 8.44208e-08 6.07048e-08 6.0737e-08 2.74699e-06 3.6483e-08 -------------------------------------------------------------- Initialization seed trial #817 of 1000; initialization seed = 493583042 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 502413 Distortion: 0.0453143 Distortions/cluster: 8.366e-05 0.000300791 2.84588e-05 1.6026e-05 2.94707e-05 4.17482e-05 2.34269e-05 1.08283e-34 1.27749e-35 1.81332e-05 1.71343e-05 6.73163e-05 2.02071e-05 2.89579e-05 0.0446389 Variance: 7.67388e-06 Variances/cluster: 9.74749e-08 1.87971e-05 7.48856e-08 3.52188e-08 6.28322e-08 3.39376e-07 4.88016e-08 0 0 3.85774e-08 3.46818e-08 7.54422e-08 3.4896e-08 4.21476e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #818 of 1000; initialization seed = 493583043 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 557364 Distortion: 0.0133007 Distortions/cluster: 0.00872182 3.94781e-05 0 6.70389e-05 2.44346e-05 2.57778e-05 1.75126e-05 3.41231e-05 1.13443e-05 4.67839e-05 2.04904e-05 4.07957e-05 0.00391362 3.67128e-05 0.000300791 Variance: 2.25245e-06 Variances/cluster: 0.156503 3.37381e-07 0 4.8329e-08 5.39345e-08 5.61561e-08 6.39098e-08 4.4836e-08 6.13155e-08 8.44208e-08 4.09768e-08 6.98334e-08 0.00391989 5.98708e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #819 of 1000; initialization seed = 493583044 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 556911 Distortion: 0.0132877 Distortions/cluster: 1.91514e-05 3.64804e-05 3.26589e-05 2.07945e-05 0 3.48496e-05 0.00872182 0.00391362 3.80062e-05 3.33687e-05 0.000300791 4.05644e-05 3.77533e-05 2.50109e-05 3.27799e-05 Variance: 2.25024e-06 Variances/cluster: 6.36054e-08 5.74438e-08 3.84642e-08 3.52409e-08 0 5.79811e-08 0.156503 0.00391989 7.64653e-08 5.91449e-08 1.87971e-05 3.37998e-07 4.46745e-08 7.22633e-08 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #820 of 1000; initialization seed = 493583045 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 556783 Distortion: 0.0132898 Distortions/cluster: 0 3.67128e-05 2.52401e-05 0.000300791 2.22907e-05 0.00391362 3.07843e-05 3.93166e-05 3.28629e-05 0.00872182 4.07957e-05 1.90254e-05 4.67839e-05 2.97647e-05 3.00268e-05 Variance: 2.25061e-06 Variances/cluster: 0 5.98708e-08 5.29095e-08 1.87971e-05 3.62998e-08 0.00391989 4.33543e-08 3.38897e-07 3.875e-08 0.156503 6.98334e-08 3.89827e-08 8.44208e-08 6.11135e-08 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #821 of 1000; initialization seed = 493583046 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 558170 Distortion: 0.0130418 Distortions/cluster: 4.67839e-05 3.57241e-05 2.07252e-05 4.07957e-05 0 3.54761e-05 0.00391362 4.67043e-05 3.79837e-05 4.81569e-35 3.80062e-05 3.50058e-05 3.23961e-05 3.67128e-05 0.00872182 Variance: 2.2086e-06 Variances/cluster: 8.44208e-08 2.95206e-07 3.5183e-08 6.98334e-08 0 5.56871e-08 0.00391989 2.74699e-06 4.50005e-08 2.67973e-31 7.64653e-08 5.80478e-08 3.83807e-08 5.98708e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #822 of 1000; initialization seed = 493583047 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 604722 Distortion: 0.00461528 Distortions/cluster: 8.38822e-05 0.00391362 0 0.000294362 2.37044e-35 4.67839e-05 2.55598e-05 9.64317e-35 4.67043e-05 3.78634e-05 2.31423e-05 4.07957e-05 1.71648e-05 7.41045e-05 1.12945e-05 Variance: 7.81588e-07 Variances/cluster: 1.08787e-07 0.00391989 0 6.78198e-07 0 8.44208e-08 5.42623e-08 6.86694e-32 2.74699e-06 6.15463e-08 4.2852e-08 6.98334e-08 6.17392e-08 5.0891e-08 6.1378e-08 -------------------------------------------------------------- Initialization seed trial #823 of 1000; initialization seed = 493583048 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 502344 Distortion: 0.0453117 Distortions/cluster: 3.77449e-05 1.54302e-05 2.0914e-05 2.14667e-05 8.53958e-05 1.27749e-35 2.39416e-05 0.000307974 3.7205e-05 3.93613e-05 2.41521e-05 1.92746e-05 0.0446389 1.08283e-34 3.9885e-05 Variance: 7.67344e-06 Variances/cluster: 6.02903e-08 5.9557e-08 7.06332e-08 3.58333e-08 1.01895e-07 0 6.26536e-08 1.71076e-05 5.76767e-08 7.65724e-08 6.05123e-08 4.63182e-08 0.0422886 0 4.37777e-08 -------------------------------------------------------------- Initialization seed trial #824 of 1000; initialization seed = 493583049 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 502502 Distortion: 0.0453155 Distortions/cluster: 9.59512e-05 0.0446389 3.73166e-05 3.08605e-05 3.00803e-05 1.08283e-34 1.27749e-35 2.06002e-05 4.26351e-05 2.31325e-05 0.000307974 1.44798e-05 2.48952e-05 2.11957e-05 2.74568e-05 Variance: 7.67409e-06 Variances/cluster: 9.891e-08 0.0422886 4.60078e-08 6.08638e-08 7.57631e-08 0 0 4.84553e-08 4.44539e-08 5.91436e-08 1.71076e-05 5.81331e-08 6.38127e-08 7.11044e-08 5.62588e-08 -------------------------------------------------------------- Initialization seed trial #825 of 1000; initialization seed = 493583050 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 76 BIC score: 557213 Distortion: 0.0133279 Distortions/cluster: 0.00391362 9.27613e-05 4.65189e-05 4.27239e-05 5.18241e-05 0.00872182 1.37663e-05 1.43097e-05 8.6007e-06 4.67043e-05 2.45642e-05 1.94895e-05 1.82839e-05 0.000312931 0 Variance: 2.25706e-06 Variances/cluster: 0.00391989 1.00928e-07 4.50724e-08 7.72522e-08 5.30928e-08 0.156503 5.73413e-08 7.569e-08 5.0576e-08 2.74699e-06 6.41151e-08 5.535e-08 4.36228e-08 4.79179e-07 0 -------------------------------------------------------------- Initialization seed trial #826 of 1000; initialization seed = 493583051 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 70 BIC score: 502660 Distortion: 0.045323 Distortions/cluster: 6.73163e-05 1.27749e-35 3.06031e-05 0.00028523 3.76427e-05 1.84415e-05 2.28562e-05 8.366e-05 1.08283e-34 1.87316e-05 3.17196e-05 2.26701e-05 0.0446389 4.35604e-05 2.1676e-05 Variance: 7.67536e-06 Variances/cluster: 7.54422e-08 0 4.32822e-08 1.28472e-06 3.16288e-07 3.83363e-08 5.53368e-08 9.74749e-08 0 6.73743e-08 3.79843e-08 4.75224e-08 0.0422886 2.7222e-06 3.5824e-08 -------------------------------------------------------------- Initialization seed trial #827 of 1000; initialization seed = 493583052 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 556342 Distortion: 0.0133193 Distortions/cluster: 2.49077e-05 2.03508e-05 2.89397e-05 4.67043e-05 4.90368e-05 3.58899e-05 0 3.99696e-05 0.000300177 0.00872182 2.01244e-05 2.30899e-05 2.08096e-05 7.38537e-05 0.00391362 Variance: 2.2556e-06 Variances/cluster: 5.29904e-08 4.05358e-08 6.07928e-08 2.74699e-06 8.51064e-08 6.04009e-08 0 6.86544e-08 7.52264e-07 0.156503 3.96114e-08 4.10084e-08 3.53264e-08 1.17778e-07 0.00391989 -------------------------------------------------------------- Initialization seed trial #828 of 1000; initialization seed = 493583053 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 93 BIC score: 556811 Distortion: 0.0133108 Distortions/cluster: 1.76059e-05 1.62628e-05 6.73163e-05 2.91437e-05 4.04593e-05 0.00872182 1.6707e-05 2.03908e-05 0.00391362 0.000300791 2.86463e-05 2.93425e-05 8.366e-05 2.49894e-05 0 Variance: 2.25415e-06 Variances/cluster: 3.77772e-08 3.54277e-08 7.54422e-08 4.22335e-08 3.37121e-07 0.156503 3.43735e-08 3.50316e-08 0.00391989 1.87971e-05 7.5181e-08 6.2559e-08 9.74749e-08 5.16263e-08 0 -------------------------------------------------------------- Initialization seed trial #829 of 1000; initialization seed = 493583054 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 498829 Distortion: 0.0489665 Distortions/cluster: 0.0446389 7.58918e-05 2.27898e-05 2.41428e-05 2.34739e-05 0.00391362 4.81569e-35 4.67043e-05 3.97873e-05 2.17503e-05 4.0274e-05 4.90368e-05 3.61391e-05 1.22168e-05 2.1719e-05 Variance: 8.29237e-06 Variances/cluster: 0.0422886 1.15855e-07 4.74747e-08 7.22783e-08 5.94221e-08 0.00391989 2.67973e-31 2.74699e-06 4.33375e-08 3.97591e-08 6.8705e-08 8.51064e-08 6.1129e-08 6.20088e-08 3.58358e-08 -------------------------------------------------------------- Initialization seed trial #830 of 1000; initialization seed = 493583055 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 499245 Distortion: 0.0489676 Distortions/cluster: 3.27858e-05 1.13443e-05 4.81569e-35 1.75126e-05 0.00391362 6.6306e-05 2.22198e-05 8.33627e-05 3.04905e-05 4.67043e-05 2.57426e-05 1.88043e-05 2.19505e-05 3.78274e-05 0.0446389 Variance: 8.29256e-06 Variances/cluster: 3.87047e-08 6.13155e-08 2.67973e-31 6.39098e-08 0.00391989 7.43933e-08 3.62434e-08 9.73555e-08 4.31228e-08 2.74699e-06 5.6325e-08 3.86882e-08 4.95452e-08 3.00181e-07 0.0422886 -------------------------------------------------------------- Initialization seed trial #831 of 1000; initialization seed = 493583056 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 58 BIC score: 502215 Distortion: 0.0453072 Distortions/cluster: 3.47506e-05 2.61316e-05 2.29193e-05 2.97415e-05 4.09224e-05 0.0446389 2.86463e-05 3.26047e-05 1.92126e-05 1.27749e-35 2.4864e-05 0.000307974 7.84947e-05 1.08283e-34 2.19964e-05 Variance: 7.67268e-06 Variances/cluster: 6.0946e-08 5.32163e-08 3.68435e-08 6.2346e-08 4.38573e-08 0.0422886 7.5181e-08 6.08102e-08 6.35975e-08 0 7.22565e-08 1.71076e-05 1.13421e-07 0 4.09577e-08 -------------------------------------------------------------- Initialization seed trial #832 of 1000; initialization seed = 493583057 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 497883 Distortion: 0.0492224 Distortions/cluster: 2.11361e-05 4.67043e-05 2.67566e-05 0.000296966 0.0446389 0.00391362 2.9491e-05 2.10643e-05 7.5705e-05 1.96059e-05 2.36116e-05 3.37267e-05 3.44908e-05 1.9651e-05 2.09673e-05 Variance: 8.33572e-06 Variances/cluster: 4.03321e-08 2.74699e-06 5.27695e-08 8.15776e-07 0.0422886 0.00391989 6.38282e-08 4.05048e-08 1.12479e-07 6.42612e-08 6.96288e-08 6.22065e-08 6.09179e-08 3.98566e-08 3.55337e-08 -------------------------------------------------------------- Initialization seed trial #833 of 1000; initialization seed = 493583058 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 498161 Distortion: 0.0492222 Distortions/cluster: 4.67043e-05 0.0446389 2.71909e-05 4.12045e-05 2.29829e-05 1.92731e-05 0.00391362 0.000297636 7.52881e-05 1.0815e-05 2.87715e-05 2.97306e-05 2.35818e-05 2.47335e-05 2.17468e-05 Variance: 8.33568e-06 Variances/cluster: 2.74699e-06 0.0422886 5.33108e-08 4.4018e-08 3.68864e-08 6.44378e-08 0.00391989 6.49808e-07 1.18553e-07 5.51611e-08 7.51155e-08 6.07788e-08 7.46025e-08 4.20597e-08 4.80969e-08 -------------------------------------------------------------- Initialization seed trial #834 of 1000; initialization seed = 493583059 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 688695 Distortion: 0.000694913 Distortions/cluster: 2.17441e-05 1.27749e-35 0.000307974 3.69625e-05 8.62562e-05 0 4.70999e-05 4.05268e-05 1.08283e-34 3.98296e-05 3.72578e-05 9.64317e-35 3.93613e-05 2.37044e-35 3.79002e-05 Variance: 1.17682e-07 Variances/cluster: 3.59365e-08 0 1.71076e-05 5.75683e-08 1.02922e-07 0 8.45331e-08 6.96115e-08 0 4.38614e-08 6.07595e-08 6.86694e-32 7.65724e-08 0 6.03455e-08 -------------------------------------------------------------- Initialization seed trial #835 of 1000; initialization seed = 493583060 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 502706 Distortion: 0.0453139 Distortions/cluster: 2.22714e-05 1.88043e-05 2.36914e-05 1.72269e-05 8.366e-05 3.26941e-05 4.04593e-05 1.15575e-05 6.73163e-05 0.000300791 1.27749e-35 2.58511e-05 1.08283e-34 0.0446389 3.06223e-05 Variance: 7.67381e-06 Variances/cluster: 3.62684e-08 3.86882e-08 5.32342e-08 6.3563e-08 9.74749e-08 3.86421e-08 3.37121e-07 6.17997e-08 7.54422e-08 1.87971e-05 0 5.61933e-08 0 0.0422886 4.32481e-08 -------------------------------------------------------------- Initialization seed trial #836 of 1000; initialization seed = 493583061 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 556805 Distortion: 0.0133108 Distortions/cluster: 0 2.95309e-05 2.04028e-05 6.73163e-05 1.61511e-05 4.17482e-05 1.68447e-05 0.000300791 0.00391362 0.00872182 2.34275e-05 8.366e-05 2.84588e-05 2.88249e-05 1.81712e-05 Variance: 2.25415e-06 Variances/cluster: 0 6.28266e-08 3.49921e-08 7.54422e-08 3.52613e-08 3.39376e-07 3.45149e-08 1.87971e-05 0.00391989 0.156503 4.88029e-08 9.74749e-08 7.48856e-08 4.20765e-08 3.86584e-08 -------------------------------------------------------------- Initialization seed trial #837 of 1000; initialization seed = 493583062 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 558347 Distortion: 0.0130633 Distortions/cluster: 1.44798e-05 2.11957e-05 0.00391362 2.02889e-05 4.31034e-05 0.00872182 4.81569e-35 5.11104e-05 2.34427e-05 9.36835e-05 4.67043e-05 4.31422e-05 4.64237e-05 0 2.42703e-05 Variance: 2.21224e-06 Variances/cluster: 5.81331e-08 7.11044e-08 0.00391989 4.78358e-08 7.72401e-08 0.156503 2.67973e-31 5.27943e-08 5.97836e-08 1.02043e-07 2.74699e-06 6.53614e-08 4.50675e-08 0 6.23709e-08 -------------------------------------------------------------- Initialization seed trial #838 of 1000; initialization seed = 493583063 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 65 BIC score: 556924 Distortion: 0.013301 Distortions/cluster: 0 3.07903e-05 4.67839e-05 3.94347e-05 0.000277677 3.67128e-05 4.07957e-05 0.00872182 0.00391362 3.23738e-05 4.67043e-05 2.17811e-05 2.25667e-05 3.57241e-05 3.42212e-05 Variance: 2.2525e-06 Variances/cluster: 0 5.23599e-08 8.44208e-08 7.3293e-08 1.83876e-06 5.98708e-08 6.98334e-08 0.156503 0.00391989 4.32767e-08 2.74699e-06 4.29567e-08 3.65707e-08 2.95206e-07 3.95586e-08 -------------------------------------------------------------- Initialization seed trial #839 of 1000; initialization seed = 493583064 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 502081 Distortion: 0.0453126 Distortions/cluster: 1.92126e-05 2.12222e-05 2.29365e-05 1.08283e-34 7.75061e-05 3.25482e-05 0.000307974 2.4864e-05 2.075e-05 1.27749e-35 0.0446389 4.70304e-05 2.29638e-05 3.48071e-05 4.1844e-05 Variance: 7.6736e-06 Variances/cluster: 6.35975e-08 4.04197e-08 4.33541e-08 0 1.09772e-07 6.08182e-08 1.71076e-05 7.22565e-08 4.14136e-08 0 0.0422886 7.99773e-08 3.72747e-08 6.09382e-08 6.26353e-08 -------------------------------------------------------------- Initialization seed trial #840 of 1000; initialization seed = 493583065 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 70 BIC score: 508243 Distortion: 0.0399542 Distortions/cluster: 4.81569e-35 0.00391362 4.17764e-05 2.86463e-05 2.37044e-35 2.61719e-05 2.14045e-05 2.29193e-05 2.96461e-05 7.8852e-05 3.73047e-05 4.07957e-05 0.0356196 4.67839e-05 4.67043e-05 Variance: 6.76616e-06 Variances/cluster: 2.67973e-31 0.00391989 4.46767e-08 7.5181e-08 0 5.31902e-08 4.07665e-08 3.68435e-08 6.24078e-08 1.11995e-07 6.0737e-08 6.98334e-08 0.035575 8.44208e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #841 of 1000; initialization seed = 493583066 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 51 BIC score: 502918 Distortion: 0.0450804 Distortions/cluster: 2.0808e-05 1.9155e-05 6.81933e-05 8.366e-05 1.27749e-35 1.08283e-34 2.20807e-05 2.24017e-05 4.67043e-05 2.94856e-05 0.0446389 7.46475e-05 2.57842e-05 4.81569e-35 2.85555e-05 Variance: 7.63428e-06 Variances/cluster: 3.53837e-08 3.94914e-08 7.6254e-08 9.74749e-08 0 0 4.13459e-08 4.06526e-08 2.74699e-06 6.27302e-08 0.0422886 1.17544e-07 5.26161e-08 2.67973e-31 7.49427e-08 -------------------------------------------------------------- Initialization seed trial #842 of 1000; initialization seed = 493583067 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 498146 Distortion: 0.0492218 Distortions/cluster: 2.16649e-05 0.000292974 0.00391362 1.33756e-05 3.44908e-05 1.87066e-05 3.27799e-05 7.45907e-05 2.27202e-05 2.31636e-05 4.67043e-05 2.5457e-05 0.0446389 2.3351e-05 3.92345e-05 Variance: 8.33561e-06 Variances/cluster: 3.58056e-08 9.06971e-07 0.00391989 6.3386e-08 6.09179e-08 6.31778e-08 6.07967e-08 1.20103e-07 4.66495e-08 5.83412e-08 2.74699e-06 7.25045e-08 0.0422886 4.05361e-08 4.29694e-08 -------------------------------------------------------------- Initialization seed trial #843 of 1000; initialization seed = 493583068 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572708 Distortion: 0.00941485 Distortions/cluster: 2.36116e-05 4.29557e-05 0.000299528 3.44908e-05 1.27749e-35 3.37267e-05 2.85345e-05 1.08283e-34 0 9.7061e-05 1.96059e-05 2.87715e-05 4.67043e-05 3.80351e-05 0.00872182 Variance: 1.59439e-06 Variances/cluster: 6.96288e-08 4.4556e-08 6.17534e-07 6.09179e-08 0 6.22065e-08 5.57265e-08 0 0 9.98481e-08 6.42612e-08 7.51155e-08 2.74699e-06 4.64357e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #844 of 1000; initialization seed = 493583069 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 76 BIC score: 512739 Distortion: 0.0362858 Distortions/cluster: 2.07682e-05 3.91943e-05 3.82963e-05 3.67128e-05 0.000300791 3.24796e-05 3.69581e-05 3.2526e-05 2.37044e-35 1.27749e-35 4.08979e-05 4.67839e-05 4.07957e-05 0.0356196 1.08283e-34 Variance: 6.14492e-06 Variances/cluster: 3.51963e-08 7.65453e-08 6.19628e-08 5.98708e-08 1.87971e-05 5.19623e-08 4.47395e-08 3.8489e-08 0 0 3.37961e-07 8.44208e-08 6.98334e-08 0.035575 0 -------------------------------------------------------------- Initialization seed trial #845 of 1000; initialization seed = 493583070 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 512964 Distortion: 0.0362904 Distortions/cluster: 2.60819e-05 4.15046e-05 4.77407e-05 1.08283e-34 4.12327e-05 3.73008e-05 4.15486e-05 4.70304e-05 2.37044e-35 2.29571e-05 0.000300791 3.13834e-05 1.27749e-35 3.32665e-05 0.0356196 Variance: 6.14571e-06 Variances/cluster: 5.76844e-08 3.37398e-07 4.88603e-08 0 4.80514e-08 4.04528e-08 6.20074e-08 7.99773e-08 0 5.05499e-08 1.87971e-05 7.96278e-08 0 7.39022e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #846 of 1000; initialization seed = 493583071 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 21 BIC score: 572452 Distortion: 0.00940408 Distortions/cluster: 4.67839e-05 3.00268e-05 0 4.07238e-05 4.07957e-05 2.58561e-05 2.97647e-05 2.25053e-05 2.51166e-05 0.000307974 1.27749e-35 1.08283e-34 0.00872182 7.54059e-05 3.73047e-05 Variance: 1.59256e-06 Variances/cluster: 8.44208e-08 7.58193e-08 0 4.36913e-08 6.98334e-08 5.3862e-08 6.11135e-08 3.64712e-08 4.22088e-08 1.71076e-05 0 0 0.156503 1.20254e-07 6.0737e-08 -------------------------------------------------------------- Initialization seed trial #847 of 1000; initialization seed = 493583072 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 572376 Distortion: 0.00942154 Distortions/cluster: 1.08283e-34 4.67043e-05 4.90368e-05 2.12741e-05 3.58899e-05 1.27749e-35 3.99696e-05 0.000298939 0.00872182 2.85449e-05 0 2.60597e-05 2.96543e-05 9.19833e-05 3.16638e-05 Variance: 1.59552e-06 Variances/cluster: 0 2.74699e-06 8.51064e-08 3.78509e-08 6.04009e-08 0 6.86544e-08 6.20156e-07 0.156503 5.59652e-08 0 4.78996e-08 7.56427e-08 1.01183e-07 4.30166e-08 -------------------------------------------------------------- Initialization seed trial #848 of 1000; initialization seed = 493583073 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 499218 Distortion: 0.0489674 Distortions/cluster: 4.35604e-05 1.80893e-05 3.76427e-05 3.1402e-05 1.20795e-05 2.16055e-05 4.81569e-35 2.4203e-05 2.1868e-05 0.00391362 2.28913e-05 0.0446389 6.73163e-05 3.05841e-05 8.366e-05 Variance: 8.29254e-06 Variances/cluster: 2.7222e-06 3.7999e-08 3.16288e-07 3.78304e-08 6.16251e-08 5.55362e-08 2.67973e-31 7.24587e-08 3.5963e-08 0.00391989 4.79861e-08 0.0422886 7.54422e-08 4.32552e-08 9.74749e-08 -------------------------------------------------------------- Initialization seed trial #849 of 1000; initialization seed = 493583074 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 64 BIC score: 502413 Distortion: 0.0453142 Distortions/cluster: 1.08283e-34 1.61511e-05 8.366e-05 2.03528e-05 1.82214e-05 0.000300791 6.73163e-05 1.68447e-05 1.27749e-35 2.95309e-05 4.17482e-05 2.84588e-05 2.88249e-05 2.34275e-05 0.0446389 Variance: 7.67388e-06 Variances/cluster: 0 3.52613e-08 9.74749e-08 3.49663e-08 3.86829e-08 1.87971e-05 7.54422e-08 3.45149e-08 0 6.28266e-08 3.39376e-07 7.48856e-08 4.20765e-08 4.88029e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #850 of 1000; initialization seed = 493583075 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 572360 Distortion: 0.00940984 Distortions/cluster: 1.08283e-34 0 0.00872182 1.9757e-05 3.99696e-05 4.07487e-05 2.11391e-05 4.90368e-05 0.000307974 4.71553e-05 3.07505e-05 3.58899e-05 1.27749e-35 7.56917e-05 1.99093e-05 Variance: 1.59354e-06 Variances/cluster: 0 0 0.156503 5.31053e-08 6.86544e-08 6.16417e-08 3.99568e-08 8.51064e-08 1.71076e-05 8.00536e-08 4.08337e-08 6.04009e-08 0 1.13983e-07 3.51714e-08 -------------------------------------------------------------- Initialization seed trial #851 of 1000; initialization seed = 493583076 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 572559 Distortion: 0.00941163 Distortions/cluster: 0.000307416 3.83627e-05 3.96507e-05 4.67043e-05 0.00872182 1.08283e-34 2.12513e-05 1.96059e-05 3.47396e-05 0 2.36116e-05 8.64093e-05 3.34782e-05 3.85809e-05 1.27749e-35 Variance: 1.59384e-06 Variances/cluster: 4.94992e-07 5.84741e-08 4.36644e-08 2.74699e-06 0.156503 0 3.56524e-08 6.42612e-08 6.09267e-08 0 6.96288e-08 1.01769e-07 6.22071e-08 7.63917e-08 0 -------------------------------------------------------------- Initialization seed trial #852 of 1000; initialization seed = 493583077 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 502452 Distortion: 0.0453226 Distortions/cluster: 2.97437e-05 1.08283e-34 2.14689e-05 1.27749e-35 2.86012e-05 3.78274e-05 0.0446389 0.000297226 8.366e-05 2.37324e-05 6.60089e-05 1.65969e-05 4.67043e-05 1.66506e-05 1.54424e-05 Variance: 7.67529e-06 Variances/cluster: 3.7647e-08 0 3.57773e-08 0 7.50627e-08 3.00181e-07 0.0422886 6.69374e-07 9.74749e-08 4.82322e-08 7.42266e-08 3.96067e-08 2.74699e-06 3.70806e-08 3.52535e-08 -------------------------------------------------------------- Initialization seed trial #853 of 1000; initialization seed = 493583078 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 572705 Distortion: 0.00941485 Distortions/cluster: 0 1.27749e-35 9.7125e-05 3.46333e-05 3.77383e-05 0.00872182 3.28066e-05 2.51399e-05 0.000299669 4.67043e-05 4.2689e-05 2.87715e-05 1.08283e-34 1.8854e-05 2.88994e-05 Variance: 1.59439e-06 Variances/cluster: 0 0 9.98112e-08 6.09541e-08 4.62995e-08 0.156503 6.08462e-08 7.24266e-08 6.14026e-07 2.74699e-06 4.44638e-08 7.51155e-08 0 6.32482e-08 5.60016e-08 -------------------------------------------------------------- Initialization seed trial #854 of 1000; initialization seed = 493583079 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 556759 Distortion: 0.0132967 Distortions/cluster: 3.00268e-05 0.000300151 3.25794e-05 4.67839e-05 2.22907e-05 0.00391362 1.93288e-05 4.67043e-05 0 3.67128e-05 2.97647e-05 4.07957e-05 2.32693e-05 0.00872182 3.28124e-05 Variance: 2.25176e-06 Variances/cluster: 7.58193e-08 2.58722e-06 4.55616e-08 8.44208e-08 3.62998e-08 0.00391989 3.96044e-08 2.74699e-06 0 5.98708e-08 6.11135e-08 6.98334e-08 4.93996e-08 0.156503 3.86905e-08 -------------------------------------------------------------- Initialization seed trial #855 of 1000; initialization seed = 493583080 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 59 BIC score: 572499 Distortion: 0.00940603 Distortions/cluster: 7.88457e-05 2.17099e-05 0.000307974 2.52537e-05 1.27749e-35 2.63244e-05 0 3.33079e-05 4.2552e-05 0.00872182 2.51849e-05 1.08283e-34 4.72422e-05 3.38285e-05 4.19863e-05 Variance: 1.59289e-06 Variances/cluster: 1.07998e-07 4.76987e-08 1.71076e-05 4.59951e-08 0 6.11993e-08 0 8.00416e-08 4.5168e-08 0.156503 3.85636e-08 0 8.00651e-08 7.48182e-08 6.27544e-08 -------------------------------------------------------------- Initialization seed trial #856 of 1000; initialization seed = 493583081 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 497879 Distortion: 0.0492218 Distortions/cluster: 0.00391362 3.44908e-05 4.67043e-05 7.55613e-05 0.0446389 2.08731e-05 2.10881e-05 2.19959e-05 0.0002974 1.90044e-05 1.96949e-05 3.28638e-05 2.86012e-05 2.65995e-05 2.43786e-05 Variance: 8.33561e-06 Variances/cluster: 0.00391989 6.09179e-08 2.74699e-06 1.126e-07 0.0422886 3.54341e-08 4.02406e-08 4.13421e-08 6.65271e-07 3.92618e-08 6.41321e-08 6.08393e-08 7.50627e-08 5.26676e-08 7.18907e-08 -------------------------------------------------------------- Initialization seed trial #857 of 1000; initialization seed = 493583082 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 574276 Distortion: 0.00917038 Distortions/cluster: 6.80765e-05 0 3.81032e-05 2.25053e-05 4.81569e-35 7.86324e-05 1.27749e-35 2.58561e-05 2.51166e-05 2.99459e-05 8.37767e-05 1.08283e-34 4.67043e-05 2.98458e-05 0.00872182 Variance: 1.55299e-06 Variances/cluster: 7.62086e-08 0 4.08797e-08 3.64712e-08 2.67973e-31 1.25199e-07 0 5.3862e-08 4.22088e-08 7.58063e-08 9.74973e-08 0 2.74699e-06 6.11545e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #858 of 1000; initialization seed = 493583083 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 572709 Distortion: 0.00941485 Distortions/cluster: 1.27749e-35 3.80351e-05 0.00872182 1.08283e-34 2.87715e-05 2.55764e-05 0.000299528 4.29557e-05 3.44908e-05 0 3.28653e-05 2.85345e-05 9.7061e-05 1.85027e-05 4.67043e-05 Variance: 1.59439e-06 Variances/cluster: 0 4.64357e-08 0.156503 0 7.51155e-08 7.26376e-08 6.17534e-07 4.4556e-08 6.09179e-08 0 6.08421e-08 5.57265e-08 9.98481e-08 6.29142e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #859 of 1000; initialization seed = 493583084 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 517731 Distortion: 0.0320774 Distortions/cluster: 0.00998646 1.19074e-05 2.2009e-05 2.21668e-05 1.99318e-05 2.23266e-05 0 2.01143e-05 0.0214298 0.000307974 7.54223e-05 2.41362e-05 0.000114743 2.046e-05 1.27749e-35 Variance: 5.43225e-06 Variances/cluster: 0.185417 6.13734e-08 4.89047e-08 7.29116e-08 3.95438e-08 5.40547e-08 0 4.04679e-08 3.07357e-05 1.71076e-05 1.16024e-07 4.46924e-08 1.0914e-07 3.49106e-08 0 -------------------------------------------------------------- Initialization seed trial #860 of 1000; initialization seed = 493583085 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 498375 Distortion: 0.0492302 Distortions/cluster: 2.03065e-05 6.60089e-05 1.57011e-05 1.57942e-05 1.99777e-05 2.80587e-05 2.19141e-05 8.366e-05 4.67043e-05 0.0446389 1.6547e-05 1.80326e-05 3.78274e-05 0.000287166 0.00391362 Variance: 8.33704e-06 Variances/cluster: 4.91638e-08 7.42266e-08 3.49658e-08 6.58038e-08 3.45594e-08 4.18125e-08 4.82648e-08 9.74749e-08 2.74699e-06 0.0422886 3.4185e-08 3.78799e-08 3.00181e-07 1.16253e-06 0.00391989 -------------------------------------------------------------- Initialization seed trial #861 of 1000; initialization seed = 493583086 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 91 BIC score: 511264 Distortion: 0.0367199 Distortions/cluster: 1.39559e-05 1.69419e-05 0.00391362 6.78045e-05 2.96016e-05 1.52011e-05 1.85832e-05 2.99684e-05 4.01753e-05 0.0106882 0.000300791 2.50175e-05 1.49852e-05 1.49412e-05 0.0215301 Variance: 6.21844e-06 Variances/cluster: 3.72124e-08 3.25152e-08 0.00391989 7.63316e-08 6.60695e-08 3.61901e-08 3.34794e-08 7.84449e-08 3.40429e-07 0.197295 1.87971e-05 5.1156e-08 3.46849e-08 3.70713e-08 2.5144e-05 -------------------------------------------------------------- Initialization seed trial #862 of 1000; initialization seed = 493583087 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 572710 Distortion: 0.00941485 Distortions/cluster: 0.000299528 3.33705e-05 2.48123e-05 1.86216e-05 4.67043e-05 4.29557e-05 0 9.7061e-05 1.08283e-34 3.46333e-05 1.27749e-35 3.80351e-05 2.85345e-05 0.00872182 2.87715e-05 Variance: 1.59439e-06 Variances/cluster: 6.17534e-07 6.17773e-08 7.10731e-08 6.31039e-08 2.74699e-06 4.4556e-08 0 9.98481e-08 0 6.09541e-08 0 4.64357e-08 5.57265e-08 0.156503 7.51155e-08 -------------------------------------------------------------- Initialization seed trial #863 of 1000; initialization seed = 493583088 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 502922 Distortion: 0.0450804 Distortions/cluster: 8.366e-05 4.81569e-35 7.64914e-05 0.0446389 2.86463e-05 2.07517e-05 2.94324e-05 1.96721e-05 2.56419e-05 1.08283e-34 2.11571e-05 4.67043e-05 2.11501e-05 1.27749e-35 6.81933e-05 Variance: 7.63428e-06 Variances/cluster: 9.74749e-08 2.67973e-31 1.16061e-07 0.0422886 7.5181e-08 3.99033e-08 6.24842e-08 3.97381e-08 5.26481e-08 0 3.56138e-08 2.74699e-06 4.01295e-08 0 7.6254e-08 -------------------------------------------------------------- Initialization seed trial #864 of 1000; initialization seed = 493583089 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 502900 Distortion: 0.0450599 Distortions/cluster: 1.08283e-34 4.07957e-05 3.73047e-05 2.31538e-05 7.8852e-05 2.96461e-05 2.14045e-05 4.15428e-05 1.27749e-35 4.67043e-05 2.61719e-05 0.0446389 4.81569e-35 2.86463e-05 4.67839e-05 Variance: 7.63081e-06 Variances/cluster: 0 6.98334e-08 6.0737e-08 3.69827e-08 1.11995e-07 6.24078e-08 4.07665e-08 4.46178e-08 0 2.74699e-06 5.31902e-08 0.0422886 2.67973e-31 7.5181e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #865 of 1000; initialization seed = 493583090 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 502851 Distortion: 0.0453316 Distortions/cluster: 1.26168e-05 1.08283e-34 1.96863e-05 4.67078e-05 1.13973e-05 5.17383e-05 4.27239e-05 0.000312931 1.12523e-05 4.67043e-05 1.27749e-35 0.0446389 1.88429e-05 2.47531e-05 9.32855e-05 Variance: 7.67681e-06 Variances/cluster: 5.94942e-08 0 4.44241e-08 4.51678e-08 5.01922e-08 5.30593e-08 7.72522e-08 4.79179e-07 5.43416e-08 2.74699e-06 0 0.0422886 7.16236e-08 6.18624e-08 1.01499e-07 -------------------------------------------------------------- Initialization seed trial #866 of 1000; initialization seed = 493583091 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 556805 Distortion: 0.0133108 Distortions/cluster: 0.00872182 4.17482e-05 1.66701e-05 8.366e-05 1.62843e-05 6.73163e-05 2.90326e-05 0 0.00391362 2.32806e-05 1.7979e-05 0.000300791 2.04593e-05 2.90015e-05 2.9104e-05 Variance: 2.25415e-06 Variances/cluster: 0.156503 3.39376e-07 3.60793e-08 9.74749e-08 3.36423e-08 7.54422e-08 7.5797e-08 0 0.00391989 4.88019e-08 3.84952e-08 1.87971e-05 3.50891e-08 4.21497e-08 6.19185e-08 -------------------------------------------------------------- Initialization seed trial #867 of 1000; initialization seed = 493583092 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 45 BIC score: 572592 Distortion: 0.00940273 Distortions/cluster: 3.99423e-05 1.08283e-34 0.00872182 0 0.000307974 1.27749e-35 2.14667e-05 3.77449e-05 3.93613e-05 1.90462e-05 3.44908e-05 3.27799e-05 3.7205e-05 2.51159e-05 8.57833e-05 Variance: 1.59233e-06 Variances/cluster: 4.37925e-08 0 0.156503 0 1.71076e-05 0 3.58333e-08 6.02903e-08 7.65724e-08 6.34671e-08 6.09179e-08 6.07967e-08 5.76767e-08 7.23574e-08 1.02358e-07 -------------------------------------------------------------- Initialization seed trial #868 of 1000; initialization seed = 493583093 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 98 BIC score: 558178 Distortion: 0.0130769 Distortions/cluster: 3.8219e-05 7.71217e-05 0.00391362 4.81569e-35 0 6.81933e-05 4.67043e-05 2.39059e-05 0.00872182 8.366e-05 1.25384e-05 2.23608e-05 2.51164e-05 2.09536e-05 2.27265e-05 Variance: 2.21455e-06 Variances/cluster: 4.09599e-08 1.28524e-07 0.00391989 2.67973e-31 0 7.6254e-08 2.74699e-06 5.57196e-08 0.156503 9.74749e-08 6.17604e-08 3.62957e-08 4.15107e-08 7.32588e-08 4.91875e-08 -------------------------------------------------------------- Initialization seed trial #869 of 1000; initialization seed = 493583094 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 556593 Distortion: 0.0133118 Distortions/cluster: 1.94952e-05 4.67043e-05 2.71031e-05 0.000298073 3.35214e-05 2.29829e-05 3.85916e-05 0.00872182 3.48071e-05 0.00391362 2.87715e-05 2.36116e-05 2.53108e-05 7.74101e-05 0 Variance: 2.25433e-06 Variances/cluster: 6.41085e-08 2.74699e-06 5.3243e-08 6.49343e-07 6.22874e-08 3.68864e-08 4.11827e-08 0.156503 6.09382e-08 0.00391989 7.51155e-08 6.96288e-08 4.23217e-08 1.23845e-07 0 -------------------------------------------------------------- Initialization seed trial #870 of 1000; initialization seed = 493583095 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 498167 Distortion: 0.0492217 Distortions/cluster: 0.0446389 2.26394e-05 2.23639e-05 3.95916e-05 4.67043e-05 1.94952e-05 0.00391362 1.86554e-05 7.65016e-05 0.00028509 2.37676e-05 2.36116e-05 3.48071e-05 3.35214e-05 2.23796e-05 Variance: 8.33559e-06 Variances/cluster: 0.0422886 4.75578e-08 4.04372e-08 4.33605e-08 2.74699e-06 6.41085e-08 0.00391989 6.73426e-08 1.1643e-07 1.29576e-06 5.65843e-08 6.96288e-08 6.09382e-08 6.22874e-08 3.62675e-08 -------------------------------------------------------------- Initialization seed trial #871 of 1000; initialization seed = 493583096 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 76 BIC score: 502214 Distortion: 0.0453072 Distortions/cluster: 1.08283e-34 2.97415e-05 7.84947e-05 4.09224e-05 1.27749e-35 3.27799e-05 2.29193e-05 0.000307974 0.0446389 3.44908e-05 2.19964e-05 2.86463e-05 2.52237e-05 2.61316e-05 1.89386e-05 Variance: 7.67268e-06 Variances/cluster: 0 6.2346e-08 1.13421e-07 4.38573e-08 0 6.07967e-08 3.68435e-08 1.71076e-05 0.0422886 6.09179e-08 4.09577e-08 7.5181e-08 7.24593e-08 5.32163e-08 6.33195e-08 -------------------------------------------------------------- Initialization seed trial #872 of 1000; initialization seed = 493583097 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 502762 Distortion: 0.0450653 Distortions/cluster: 4.07957e-05 7.65831e-05 4.67043e-05 4.67839e-05 3.73047e-05 2.3759e-05 2.31192e-05 4.19075e-05 4.81569e-35 0.0446389 1.27749e-35 2.30295e-05 4.71289e-05 1.08283e-34 1.92714e-05 Variance: 7.63172e-06 Variances/cluster: 6.98334e-08 1.11303e-07 2.74699e-06 8.44208e-08 6.0737e-08 4.25751e-08 3.74053e-08 6.26366e-08 2.67973e-31 0.0422886 0 4.32032e-08 8.00087e-08 0 4.02291e-08 -------------------------------------------------------------- Initialization seed trial #873 of 1000; initialization seed = 493583098 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 498895 Distortion: 0.0489471 Distortions/cluster: 2.92145e-05 2.23215e-05 2.83028e-05 3.57241e-05 2.36944e-05 4.81569e-35 4.67839e-05 4.67043e-05 0.00391362 1.96651e-05 3.33833e-05 3.67128e-05 4.07957e-05 0.0446389 3.12744e-05 Variance: 8.2891e-06 Variances/cluster: 6.33669e-08 3.63501e-08 7.52675e-08 2.95206e-07 4.80574e-08 2.67973e-31 8.44208e-08 2.74699e-06 0.00391989 4.0211e-08 3.89958e-08 5.98708e-08 6.98334e-08 0.0422886 4.31929e-08 -------------------------------------------------------------- Initialization seed trial #874 of 1000; initialization seed = 493583099 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 67 BIC score: 557043 Distortion: 0.0133195 Distortions/cluster: 4.35604e-05 3.26001e-05 3.77748e-05 2.21017e-05 0 8.366e-05 1.84954e-05 0.00391362 0.00872182 2.1307e-05 1.8131e-05 0.000285672 6.73163e-05 2.28714e-05 3.05713e-05 Variance: 2.25563e-06 Variances/cluster: 2.7222e-06 3.8531e-08 3.14753e-07 3.61689e-08 0 9.74749e-08 3.83684e-08 0.00391989 0.156503 4.66198e-08 6.71464e-08 1.30434e-06 7.54422e-08 5.38101e-08 4.32371e-08 -------------------------------------------------------------- Initialization seed trial #875 of 1000; initialization seed = 493583100 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 65 BIC score: 503172 Distortion: 0.0450624 Distortions/cluster: 2.4864e-05 2.74568e-05 3.28638e-05 4.29076e-05 1.92126e-05 4.67043e-05 3.44908e-05 9.70233e-05 1.27749e-35 3.08605e-05 3.00803e-05 1.08283e-34 0.0446389 4.81569e-35 3.70447e-05 Variance: 7.63123e-06 Variances/cluster: 7.22565e-08 5.62588e-08 6.08393e-08 4.45522e-08 6.35975e-08 2.74699e-06 6.09179e-08 9.98093e-08 0 6.08638e-08 7.57631e-08 0 0.0422886 2.67973e-31 4.5899e-08 -------------------------------------------------------------- Initialization seed trial #876 of 1000; initialization seed = 493583101 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 74 BIC score: 535799 Distortion: 0.0218437 Distortions/cluster: 4.81569e-35 1.08283e-34 7.95537e-05 4.67043e-05 0 0.0214304 2.29193e-05 0.000113752 2.90536e-05 2.37909e-05 2.37044e-35 2.96461e-05 4.17764e-05 1.27749e-35 2.61719e-05 Variance: 3.69919e-06 Variances/cluster: 2.67973e-31 0 1.12513e-07 2.74699e-06 0 3.06048e-05 3.68435e-08 1.08611e-07 7.60505e-08 4.50541e-08 0 6.24078e-08 4.46767e-08 0 5.31902e-08 -------------------------------------------------------------- Initialization seed trial #877 of 1000; initialization seed = 493583102 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 688047 Distortion: 0.000709693 Distortions/cluster: 2.64093e-05 4.67043e-05 3.36455e-05 1.08283e-34 1.27749e-35 9.33867e-05 3.20268e-05 4.70672e-05 5.13452e-05 0.0003133 2.30841e-05 9.64317e-35 4.27239e-05 0 2.37044e-35 Variance: 1.20185e-07 Variances/cluster: 6.12544e-08 2.74699e-06 7.34387e-08 0 0 1.01498e-07 7.98418e-08 4.50363e-08 5.31467e-08 4.81219e-07 4.98416e-08 6.86694e-32 7.72522e-08 0 0 -------------------------------------------------------------- Initialization seed trial #878 of 1000; initialization seed = 493583103 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 557163 Distortion: 0.0133692 Distortions/cluster: 4.23707e-05 0.00025529 2.35558e-05 0.00391362 1.53923e-05 1.85751e-05 5.18083e-05 4.23632e-05 1.15687e-05 1.81104e-05 0 0.00872182 5.79292e-05 1.03559e-05 0.000186436 Variance: 2.26405e-06 Variances/cluster: 7.73126e-08 3.37209e-07 6.19686e-08 0.00391989 3.9658e-08 6.47015e-08 5.46445e-08 6.48692e-08 5.50715e-08 6.65614e-08 0 0.156503 4.65251e-08 4.86037e-08 9.32104e-05 -------------------------------------------------------------- Initialization seed trial #879 of 1000; initialization seed = 493583104 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 558156 Distortion: 0.013059 Distortions/cluster: 2.78327e-05 3.44908e-05 0.00872182 0 3.39858e-05 3.10082e-05 9.84776e-05 4.27879e-05 3.12814e-05 4.81569e-35 2.52237e-05 0.00391362 4.67043e-05 3.27799e-05 1.89386e-05 Variance: 2.21151e-06 Variances/cluster: 5.75004e-08 6.09179e-08 0.156503 0 4.4018e-08 7.56237e-08 9.92628e-08 4.47065e-08 6.02676e-08 2.67973e-31 7.24593e-08 0.00391989 2.74699e-06 6.07967e-08 6.33195e-08 -------------------------------------------------------------- Initialization seed trial #880 of 1000; initialization seed = 493583105 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 572708 Distortion: 0.00941484 Distortions/cluster: 2.87715e-05 1.27749e-35 3.80351e-05 1.89386e-05 1.08283e-34 3.27799e-05 2.52237e-05 9.7061e-05 3.44908e-05 4.29557e-05 0 2.85345e-05 4.67043e-05 0.00872182 0.000299528 Variance: 1.59438e-06 Variances/cluster: 7.51155e-08 0 4.64357e-08 6.33195e-08 0 6.07967e-08 7.24593e-08 9.98481e-08 6.09179e-08 4.4556e-08 0 5.57265e-08 2.74699e-06 0.156503 6.17534e-07 -------------------------------------------------------------- Initialization seed trial #881 of 1000; initialization seed = 493583106 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 556532 Distortion: 0.013307 Distortions/cluster: 2.63467e-05 2.26899e-05 0.000307974 3.00268e-05 7.69699e-05 3.30761e-05 3.79187e-05 0.00391362 3.3134e-05 2.97647e-05 0.00872182 2.58561e-05 2.51786e-05 2.2611e-05 0 Variance: 2.25351e-06 Variances/cluster: 6.12513e-08 3.65334e-08 1.71076e-05 7.58193e-08 1.23338e-07 8.0062e-08 4.08571e-08 0.00391989 7.31204e-08 6.11135e-08 0.156503 5.3862e-08 4.22419e-08 4.94611e-08 0 -------------------------------------------------------------- Initialization seed trial #882 of 1000; initialization seed = 493583107 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 572280 Distortion: 0.00941811 Distortions/cluster: 7.78993e-05 1.27749e-35 4.67043e-05 2.2415e-05 0.00872182 4.67839e-05 2.32848e-05 4.22574e-05 1.95414e-05 4.07957e-05 3.73047e-05 1.08283e-34 2.27984e-05 0 0.000316507 Variance: 1.59494e-06 Variances/cluster: 1.10642e-07 0 2.74699e-06 3.68021e-08 0.156503 8.44208e-08 4.09187e-08 6.28775e-08 4.17515e-08 6.98334e-08 6.0737e-08 0 4.31746e-08 0 5.40995e-07 -------------------------------------------------------------- Initialization seed trial #883 of 1000; initialization seed = 493583108 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 572473 Distortion: 0.00940409 Distortions/cluster: 4.17764e-05 3.73047e-05 2.14045e-05 2.96461e-05 2.61719e-05 4.67839e-05 0.000307974 1.08283e-34 4.07957e-05 0 2.29193e-05 0.00872182 1.27749e-35 7.8852e-05 2.86463e-05 Variance: 1.59256e-06 Variances/cluster: 4.46767e-08 6.0737e-08 4.07665e-08 6.24078e-08 5.31902e-08 8.44208e-08 1.71076e-05 0 6.98334e-08 0 3.68435e-08 0.156503 0 1.11995e-07 7.5181e-08 -------------------------------------------------------------- Initialization seed trial #884 of 1000; initialization seed = 493583109 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 77 BIC score: 572955 Distortion: 0.00941242 Distortions/cluster: 1.08283e-34 0.00872182 1.08941e-05 2.30833e-05 4.31034e-05 4.27181e-05 4.64237e-05 0 1.27749e-35 9.41233e-05 2.23127e-05 5.11104e-05 1.91944e-05 0.000307974 2.96641e-05 Variance: 1.59397e-06 Variances/cluster: 0 0.156503 5.52826e-08 7.37255e-08 7.72401e-08 6.48171e-08 4.50675e-08 0 0 1.0241e-07 4.89156e-08 5.27943e-08 6.439e-08 1.71076e-05 6.07671e-08 -------------------------------------------------------------- Initialization seed trial #885 of 1000; initialization seed = 493583110 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 556699 Distortion: 0.0133189 Distortions/cluster: 1.16404e-05 0.00391362 4.07957e-05 4.67043e-05 7.89562e-05 2.49934e-05 4.67839e-05 0 0.00872182 3.73047e-05 2.19517e-05 2.28553e-05 1.69003e-05 0.000293803 4.07912e-05 Variance: 2.25553e-06 Variances/cluster: 6.15842e-08 0.00391989 6.98334e-08 2.74699e-06 1.14088e-07 5.35143e-08 8.44208e-08 0 0.156503 6.0737e-08 4.09507e-08 3.67998e-08 6.32921e-08 6.8162e-07 4.38106e-08 -------------------------------------------------------------- Initialization seed trial #886 of 1000; initialization seed = 493583111 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 574294 Distortion: 0.0091704 Distortions/cluster: 3.82332e-05 2.14045e-05 2.60762e-05 4.81569e-35 4.67043e-05 1.08283e-34 6.80765e-05 8.00798e-05 2.90326e-05 8.37767e-05 1.27749e-35 2.58452e-05 2.93543e-05 0.00872182 0 Variance: 1.55299e-06 Variances/cluster: 4.10633e-08 4.07665e-08 5.32119e-08 2.67973e-31 2.74699e-06 0 7.62086e-08 1.13578e-07 7.5797e-08 9.74973e-08 0 4.12815e-08 6.17935e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #887 of 1000; initialization seed = 493583112 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 604910 Distortion: 0.00461951 Distortions/cluster: 3.48071e-05 3.25482e-05 2.43786e-05 4.85475e-05 1.96949e-05 9.64317e-35 0.000317415 4.23198e-05 4.4522e-05 2.37044e-35 0 0 4.67043e-05 0.00391362 9.4955e-05 Variance: 7.82305e-07 Variances/cluster: 6.09382e-08 6.08182e-08 7.18907e-08 5.13131e-08 6.41321e-08 6.86694e-32 5.34325e-07 6.37292e-08 4.47417e-08 0 0 0 2.74699e-06 0.00391989 1.0133e-07 -------------------------------------------------------------- Initialization seed trial #888 of 1000; initialization seed = 493583113 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 80 BIC score: 503254 Distortion: 0.0450609 Distortions/cluster: 1.89607e-05 3.78274e-05 3.00268e-05 0.0446389 4.81569e-35 4.67043e-05 8.33627e-05 2.22203e-05 2.97647e-05 2.33689e-05 6.6306e-05 3.06015e-05 1.27749e-35 3.28826e-05 1.08283e-34 Variance: 7.63098e-06 Variances/cluster: 3.89299e-08 3.00181e-07 7.58193e-08 0.0422886 2.67973e-31 2.74699e-06 9.73555e-08 3.62443e-08 6.11135e-08 4.96109e-08 7.43933e-08 4.3097e-08 0 3.87276e-08 0 -------------------------------------------------------------- Initialization seed trial #889 of 1000; initialization seed = 493583114 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 498057 Distortion: 0.0492003 Distortions/cluster: 4.08979e-05 2.84588e-05 2.94707e-05 2.34269e-05 0.0446389 1.79548e-05 3.67128e-05 4.67839e-05 2.03908e-05 0.00391362 1.6707e-05 1.62628e-05 4.07957e-05 2.91437e-05 0.000300791 Variance: 8.33198e-06 Variances/cluster: 3.37961e-07 7.48856e-08 6.28322e-08 4.88016e-08 0.0422886 3.83612e-08 5.98708e-08 8.44208e-08 3.50316e-08 0.00391989 3.43735e-08 3.54277e-08 6.98334e-08 4.22335e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #890 of 1000; initialization seed = 493583115 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 502901 Distortion: 0.0450599 Distortions/cluster: 3.99696e-05 4.67043e-05 1.08283e-34 2.61719e-05 4.81569e-35 2.96461e-05 1.27749e-35 3.58899e-05 7.8852e-05 4.17764e-05 2.14045e-05 2.86463e-05 2.29193e-05 0.0446389 4.90368e-05 Variance: 7.63081e-06 Variances/cluster: 6.86544e-08 2.74699e-06 0 5.31902e-08 2.67973e-31 6.24078e-08 0 6.04009e-08 1.11995e-07 4.46767e-08 4.07665e-08 7.5181e-08 3.68435e-08 0.0422886 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #891 of 1000; initialization seed = 493583116 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 502333 Distortion: 0.0453117 Distortions/cluster: 1.08283e-34 0.0446389 0.000307974 2.29287e-05 2.54384e-05 1.44798e-05 4.1779e-05 2.11957e-05 4.29356e-05 2.34427e-05 7.8565e-05 4.94716e-05 1.27749e-35 2.42703e-05 2.02889e-05 Variance: 7.67344e-06 Variances/cluster: 0 0.0422886 1.71076e-05 4.26936e-08 3.87737e-08 5.81331e-08 6.32003e-08 7.11044e-08 4.53345e-08 5.97836e-08 1.09718e-07 8.03046e-08 0 6.23709e-08 4.78358e-08 -------------------------------------------------------------- Initialization seed trial #892 of 1000; initialization seed = 493583117 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 73 BIC score: 556783 Distortion: 0.0132898 Distortions/cluster: 3.93166e-05 3.65748e-05 3.00268e-05 1.91109e-05 4.02654e-05 0 0.00872182 2.97647e-05 2.22203e-05 4.74532e-05 0.000300791 0.00391362 2.52401e-05 3.07843e-05 3.28473e-05 Variance: 2.25061e-06 Variances/cluster: 3.38897e-07 5.98409e-08 7.58193e-08 3.90779e-08 6.94009e-08 0 0.156503 6.11135e-08 3.62443e-08 8.47111e-08 1.87971e-05 0.00391989 5.29095e-08 4.33543e-08 3.87316e-08 -------------------------------------------------------------- Initialization seed trial #893 of 1000; initialization seed = 493583118 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 502895 Distortion: 0.0450599 Distortions/cluster: 0.0446389 4.67043e-05 2.19964e-05 3.65069e-05 4.15428e-05 4.81569e-35 7.76438e-05 1.08283e-34 2.61316e-05 2.86463e-05 4.88691e-05 2.31538e-05 1.27749e-35 4.00733e-05 2.97415e-05 Variance: 7.63081e-06 Variances/cluster: 0.0422886 2.74699e-06 4.09577e-08 6.12331e-08 4.46178e-08 2.67973e-31 1.12517e-07 0 5.32163e-08 7.5181e-08 8.51109e-08 3.69827e-08 0 6.87144e-08 6.2346e-08 -------------------------------------------------------------- Initialization seed trial #894 of 1000; initialization seed = 493583119 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 75 BIC score: 498230 Distortion: 0.04923 Distortions/cluster: 1.50429e-05 1.47032e-05 2.86012e-05 2.32076e-05 6.60089e-05 4.67043e-05 0.00391362 1.70468e-05 8.366e-05 1.85832e-05 1.40788e-05 3.78274e-05 0.00029675 1.52327e-05 0.0446389 Variance: 8.337e-06 Variances/cluster: 3.59846e-08 3.41906e-08 7.50627e-08 4.73582e-08 7.42266e-08 2.74699e-06 0.00391989 3.25292e-08 9.74749e-08 3.34794e-08 3.754e-08 3.00181e-07 6.82128e-07 3.77008e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #895 of 1000; initialization seed = 493583120 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 556477 Distortion: 0.0133091 Distortions/cluster: 0.00872182 3.25482e-05 2.30331e-05 2.11209e-05 4.1844e-05 2.4864e-05 4.70304e-05 1.92126e-05 7.74415e-05 0 3.48071e-05 2.30872e-05 2.06939e-05 0.00391362 0.000307974 Variance: 2.25387e-06 Variances/cluster: 0.156503 6.08182e-08 3.73266e-08 4.05355e-08 6.26353e-08 7.22565e-08 7.99773e-08 6.35975e-08 1.09836e-07 0 6.09382e-08 4.34746e-08 4.11374e-08 0.00391989 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #896 of 1000; initialization seed = 493583121 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 498233 Distortion: 0.049193 Distortions/cluster: 3.35214e-05 2.52401e-05 1.91109e-05 3.93166e-05 2.36116e-05 1.94952e-05 0.00391362 2.22203e-05 3.00268e-05 2.97647e-05 3.28473e-05 0.0446389 3.07843e-05 3.36824e-05 0.000300791 Variance: 8.33073e-06 Variances/cluster: 6.22874e-08 5.29095e-08 3.90779e-08 3.38897e-07 6.96288e-08 6.41085e-08 0.00391989 3.62443e-08 7.58193e-08 6.11135e-08 3.87316e-08 0.0422886 4.33543e-08 5.91764e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #897 of 1000; initialization seed = 493583122 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 497879 Distortion: 0.0492218 Distortions/cluster: 2.65995e-05 2.86012e-05 1.96949e-05 0.0002974 2.03336e-05 4.67043e-05 3.44908e-05 2.43786e-05 2.09673e-05 2.03132e-05 2.10638e-05 7.58452e-05 0.00391362 3.28638e-05 0.0446389 Variance: 8.33561e-06 Variances/cluster: 5.26676e-08 7.50627e-08 6.41321e-08 6.65271e-07 4.03408e-08 2.74699e-06 6.09179e-08 7.18907e-08 3.55337e-08 3.99832e-08 4.02711e-08 1.12353e-07 0.00391989 6.08393e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #898 of 1000; initialization seed = 493583123 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 73 BIC score: 572726 Distortion: 0.00941489 Distortions/cluster: 2.87034e-05 9.48599e-05 2.52237e-05 4.36199e-05 0.00872182 1.08283e-34 3.44908e-05 3.27799e-05 0 4.22095e-05 4.67043e-05 1.89386e-05 2.78453e-05 1.27749e-35 0.000297696 Variance: 1.59439e-06 Variances/cluster: 7.51338e-08 1.00799e-07 7.24593e-08 4.44155e-08 0.156503 0 6.09179e-08 6.07967e-08 0 4.87353e-08 2.74699e-06 6.33195e-08 5.4487e-08 0 6.57112e-07 -------------------------------------------------------------- Initialization seed trial #899 of 1000; initialization seed = 493583124 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 502204 Distortion: 0.0453153 Distortions/cluster: 0.000298073 2.36116e-05 3.48071e-05 7.74101e-05 2.71031e-05 2.87715e-05 2.29829e-05 1.27749e-35 2.53108e-05 1.94952e-05 3.35214e-05 4.67043e-05 0.0446389 3.85916e-05 1.08283e-34 Variance: 7.67406e-06 Variances/cluster: 6.49343e-07 6.96288e-08 6.09382e-08 1.23845e-07 5.3243e-08 7.51155e-08 3.68864e-08 0 4.23217e-08 6.41085e-08 6.22874e-08 2.74699e-06 0.0422886 4.11827e-08 0 -------------------------------------------------------------- Initialization seed trial #900 of 1000; initialization seed = 493583125 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 572800 Distortion: 0.00941321 Distortions/cluster: 1.08283e-34 6.60089e-05 1.27749e-35 4.67043e-05 1.97726e-05 2.2366e-05 2.4344e-05 2.86012e-05 3.78274e-05 3.14729e-05 3.32995e-05 8.366e-05 0.000297331 0 0.00872182 Variance: 1.59411e-06 Variances/cluster: 0 7.42266e-08 0 2.74699e-06 4.03484e-08 3.63634e-08 4.84897e-08 7.50627e-08 3.00181e-07 4.33474e-08 3.8989e-08 9.74749e-08 6.66606e-07 0 0.156503 -------------------------------------------------------------- Initialization seed trial #901 of 1000; initialization seed = 493583126 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 502323 Distortion: 0.0453315 Distortions/cluster: 2.30515e-05 2.65332e-05 1.08283e-34 0.000295158 2.07411e-05 3.58899e-05 9.23586e-05 0.0446389 4.67043e-05 3.46655e-05 3.99696e-05 4.90368e-05 1.12945e-05 1.71648e-05 1.27749e-35 Variance: 7.6768e-06 Variances/cluster: 4.14559e-08 5.59722e-08 0 6.5878e-07 4.13132e-08 6.04009e-08 1.00819e-07 0.0422886 2.74699e-06 4.4667e-08 6.86544e-08 8.51064e-08 6.1378e-08 6.17392e-08 0 -------------------------------------------------------------- Initialization seed trial #902 of 1000; initialization seed = 493583127 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 498055 Distortion: 0.0492004 Distortions/cluster: 1.60884e-05 1.67821e-05 3.53035e-05 2.90212e-05 0.000300791 2.88249e-05 2.0351e-05 0.0446389 2.43436e-05 3.99696e-05 1.78837e-05 3.96065e-05 4.90368e-05 2.98108e-05 0.00391362 Variance: 8.33198e-06 Variances/cluster: 3.52012e-08 3.44571e-08 5.95142e-08 6.12213e-08 1.87971e-05 4.20765e-08 3.49633e-08 0.0422886 5.17902e-08 6.86544e-08 3.81279e-08 3.35609e-07 8.51064e-08 7.58485e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #903 of 1000; initialization seed = 493583128 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 556621 Distortion: 0.0133037 Distortions/cluster: 2.31538e-05 7.76438e-05 2.86463e-05 0.000307974 2.43786e-05 1.98062e-05 0 2.19964e-05 4.15428e-05 0.00872182 0.00391362 3.44908e-05 2.61316e-05 2.97415e-05 3.27527e-05 Variance: 2.25296e-06 Variances/cluster: 3.69827e-08 1.12517e-07 7.5181e-08 1.71076e-05 7.18907e-08 6.42853e-08 0 4.09577e-08 4.46178e-08 0.156503 0.00391989 6.09179e-08 5.32163e-08 6.2346e-08 6.07463e-08 -------------------------------------------------------------- Initialization seed trial #904 of 1000; initialization seed = 493583129 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 556598 Distortion: 0.0133118 Distortions/cluster: 3.48071e-05 2.70593e-05 2.297e-05 0.00391362 1.8854e-05 2.87715e-05 7.74285e-05 4.10797e-05 3.26327e-05 2.51399e-05 0.000298073 2.28507e-05 0.00872182 4.67043e-05 0 Variance: 2.25433e-06 Variances/cluster: 6.09382e-08 5.32616e-08 3.68657e-08 0.00391989 6.32482e-08 7.51155e-08 1.14529e-07 4.39787e-08 6.08624e-08 7.24266e-08 6.49343e-07 4.14673e-08 0.156503 2.74699e-06 0 -------------------------------------------------------------- Initialization seed trial #905 of 1000; initialization seed = 493583130 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 23 BIC score: 556783 Distortion: 0.0132898 Distortions/cluster: 4.67839e-05 3.67128e-05 0 2.22203e-05 0.000300791 0.00872182 2.52401e-05 3.00268e-05 0.00391362 4.07957e-05 1.91109e-05 3.28473e-05 2.97647e-05 3.93166e-05 3.07843e-05 Variance: 2.25061e-06 Variances/cluster: 8.44208e-08 5.98708e-08 0 3.62443e-08 1.87971e-05 0.156503 5.29095e-08 7.58193e-08 0.00391989 6.98334e-08 3.90779e-08 3.87316e-08 6.11135e-08 3.38897e-07 4.33543e-08 -------------------------------------------------------------- Initialization seed trial #906 of 1000; initialization seed = 493583131 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 556381 Distortion: 0.0133106 Distortions/cluster: 2.00812e-05 2.0687e-05 7.61931e-05 2.94324e-05 2.07374e-05 0.000307974 3.73047e-05 2.08999e-05 2.56419e-05 2.86463e-05 4.67839e-05 4.07957e-05 0 0.00872182 0.00391362 Variance: 2.25413e-06 Variances/cluster: 4.04827e-08 3.99328e-08 1.13204e-07 6.24842e-08 3.53839e-08 1.71076e-05 6.0737e-08 4.01111e-08 5.26481e-08 7.5181e-08 8.44208e-08 6.98334e-08 0 0.156503 0.00391989 -------------------------------------------------------------- Initialization seed trial #907 of 1000; initialization seed = 493583132 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 50 BIC score: 556361 Distortion: 0.0133187 Distortions/cluster: 4.67043e-05 2.08731e-05 7.60558e-05 0.00391362 2.10881e-05 1.90556e-05 3.73047e-05 2.86012e-05 0.0002974 0 0.00872182 2.19959e-05 4.67839e-05 2.65995e-05 4.07957e-05 Variance: 2.2555e-06 Variances/cluster: 2.74699e-06 3.54341e-08 1.13337e-07 0.00391989 4.02406e-08 3.92864e-08 6.0737e-08 7.50627e-08 6.65271e-07 0 0.156503 4.13421e-08 8.44208e-08 5.26676e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #908 of 1000; initialization seed = 493583133 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 92 BIC score: 572728 Distortion: 0.0094149 Distortions/cluster: 1.86216e-05 3.44908e-05 1.27749e-35 1.08283e-34 4.22095e-05 9.48599e-05 0 2.48123e-05 4.36199e-05 3.35127e-05 4.67043e-05 2.78453e-05 2.87034e-05 0.000297696 0.00872182 Variance: 1.59439e-06 Variances/cluster: 6.31039e-08 6.09179e-08 0 0 4.87353e-08 1.00799e-07 0 7.10731e-08 4.44155e-08 6.18118e-08 2.74699e-06 5.4487e-08 7.51338e-08 6.57112e-07 0.156503 -------------------------------------------------------------- Initialization seed trial #909 of 1000; initialization seed = 493583134 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 503275 Distortion: 0.0450475 Distortions/cluster: 3.64878e-05 4.67043e-05 4.03525e-05 3.09064e-05 4.74532e-05 0.0446389 3.62143e-05 1.08283e-34 4.80931e-05 1.27749e-35 3.69874e-05 2.51881e-05 3.01346e-05 4.81569e-35 3.00347e-05 Variance: 7.6287e-06 Variances/cluster: 5.97964e-08 2.74699e-06 6.94314e-08 6.08344e-08 8.47111e-08 0.0422886 2.96805e-07 0 4.86237e-08 0 4.07764e-08 5.17162e-08 7.5709e-08 2.67973e-31 4.14796e-08 -------------------------------------------------------------- Initialization seed trial #910 of 1000; initialization seed = 493583135 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 556571 Distortion: 0.0133423 Distortions/cluster: 1.19159e-05 6.80765e-05 8.37767e-05 1.95679e-05 4.67043e-05 7.68701e-05 2.87715e-05 0.00872182 1.86983e-05 2.07116e-05 0.00391362 0 2.6176e-05 8.32829e-06 0.00029723 Variance: 2.25949e-06 Variances/cluster: 3.03941e-08 7.62086e-08 9.74973e-08 4.09335e-08 2.74699e-06 1.13871e-07 7.51155e-08 0.156503 3.80788e-08 3.99799e-08 0.00391989 0 5.23473e-08 3.30449e-08 6.67879e-07 -------------------------------------------------------------- Initialization seed trial #911 of 1000; initialization seed = 493583136 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 502407 Distortion: 0.0453143 Distortions/cluster: 8.366e-05 1.83142e-05 2.03383e-05 6.73163e-05 2.83461e-05 4.17482e-05 2.90212e-05 1.60884e-05 0.000300791 1.08283e-34 1.27749e-35 0.0446389 2.30726e-05 2.98108e-05 1.68447e-05 Variance: 7.67388e-06 Variances/cluster: 9.74749e-08 3.83908e-08 3.49416e-08 7.54422e-08 4.19284e-08 3.39376e-07 6.12213e-08 3.52012e-08 1.87971e-05 0 0 0.0422886 4.94014e-08 7.58485e-08 3.45149e-08 -------------------------------------------------------------- Initialization seed trial #912 of 1000; initialization seed = 493583137 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 558262 Distortion: 0.0130575 Distortions/cluster: 6.6306e-05 2.96e-05 0.00391362 3.33767e-05 1.93926e-05 3.78274e-05 2.33199e-05 2.23669e-05 3.11249e-05 0.00872182 0 8.33627e-05 4.81569e-35 4.67043e-05 2.86468e-05 Variance: 2.21126e-06 Variances/cluster: 7.43933e-08 6.27068e-08 0.00391989 3.8988e-08 3.98986e-08 3.00181e-07 4.82771e-08 3.64239e-08 4.31055e-08 0.156503 0 9.73555e-08 2.67973e-31 2.74699e-06 7.53802e-08 -------------------------------------------------------------- Initialization seed trial #913 of 1000; initialization seed = 493583138 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 688439 Distortion: 0.00071132 Distortions/cluster: 4.64237e-05 1.08283e-34 9.64317e-35 0.000307974 4.90368e-05 4.31034e-05 4.31422e-05 1.27749e-35 3.58899e-05 9.46698e-05 5.11104e-05 2.37044e-35 0 3.99696e-05 0 Variance: 1.20461e-07 Variances/cluster: 4.50675e-08 0 6.86694e-32 1.71076e-05 8.51064e-08 7.72401e-08 6.53614e-08 0 6.04009e-08 1.02893e-07 5.27943e-08 0 0 6.86544e-08 0 -------------------------------------------------------------- Initialization seed trial #914 of 1000; initialization seed = 493583139 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 688854 Distortion: 0.000697313 Distortions/cluster: 0.000307974 4.82377e-05 4.08682e-05 0 3.44908e-05 9.64317e-35 4.94716e-05 9.48059e-05 4.4522e-05 1.27749e-35 2.52237e-05 1.89386e-05 1.08283e-34 2.37044e-35 3.27799e-05 Variance: 1.18089e-07 Variances/cluster: 1.71076e-05 5.11478e-08 6.32579e-08 0 6.09179e-08 6.86694e-32 8.03046e-08 1.01388e-07 4.47417e-08 0 7.24593e-08 6.33195e-08 0 0 6.07967e-08 -------------------------------------------------------------- Initialization seed trial #915 of 1000; initialization seed = 493583140 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 573800 Distortion: 0.00942631 Distortions/cluster: 1.08283e-34 0.00010376 2.66674e-05 1.67677e-05 1.27749e-35 0 1.15002e-05 1.24914e-05 4.28162e-05 4.96348e-05 0.000100996 2.0985e-05 1.09004e-05 0.00872182 0.000307974 Variance: 1.59633e-06 Variances/cluster: 0 9.83424e-08 6.27261e-08 7.45e-08 0 0 5.47453e-08 5.13886e-08 6.37091e-08 8.03088e-08 5.64796e-08 4.65149e-08 5.47582e-08 0.156503 1.71076e-05 -------------------------------------------------------------- Initialization seed trial #916 of 1000; initialization seed = 493583141 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 100 BIC score: 498771 Distortion: 0.0489595 Distortions/cluster: 3.26894e-05 4.09226e-05 2.97415e-05 2.61316e-05 2.29193e-05 4.67043e-05 7.8495e-05 1.85027e-05 2.86463e-05 2.54932e-05 3.47506e-05 2.19964e-05 4.81569e-35 0.0446389 0.00391362 Variance: 8.2912e-06 Variances/cluster: 6.08545e-08 4.38105e-08 6.24771e-08 5.31083e-08 3.68435e-08 2.74699e-06 1.13586e-07 6.29142e-08 7.5181e-08 7.26076e-08 6.0946e-08 4.09577e-08 2.67973e-31 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #917 of 1000; initialization seed = 493583142 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 56 BIC score: 558262 Distortion: 0.0130575 Distortions/cluster: 6.6306e-05 0.00872182 2.35247e-05 2.2302e-05 2.95988e-05 4.81569e-35 2.86463e-05 0.00391362 8.33627e-05 4.67043e-05 0 3.78274e-05 3.33853e-05 3.11248e-05 1.92403e-05 Variance: 2.21126e-06 Variances/cluster: 7.43933e-08 0.156503 4.86004e-08 3.63182e-08 6.24396e-08 2.67973e-31 7.5181e-08 0.00391989 9.73555e-08 2.74699e-06 0 3.00181e-07 3.89981e-08 4.31652e-08 3.98312e-08 -------------------------------------------------------------- Initialization seed trial #918 of 1000; initialization seed = 493583143 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 40 BIC score: 574296 Distortion: 0.0091704 Distortions/cluster: 2.96461e-05 2.14045e-05 2.86463e-05 4.67043e-05 6.80765e-05 8.37767e-05 2.29193e-05 4.10797e-05 4.81569e-35 0.00872182 1.27749e-35 8.01568e-05 2.61719e-05 1.08283e-34 0 Variance: 1.55299e-06 Variances/cluster: 6.24078e-08 4.07665e-08 7.5181e-08 2.74699e-06 7.62086e-08 9.74973e-08 3.68435e-08 4.39787e-08 2.67973e-31 0.156503 0 1.13526e-07 5.31902e-08 0 0 -------------------------------------------------------------- Initialization seed trial #919 of 1000; initialization seed = 493583144 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 499053 Distortion: 0.0489679 Distortions/cluster: 0.00391362 2.11957e-05 0.0446389 2.83349e-05 3.43022e-05 4.81569e-35 9.6703e-05 2.34427e-05 3.12744e-05 4.34882e-05 2.02889e-05 1.44798e-05 3.02112e-05 2.48952e-05 4.67043e-05 Variance: 8.29261e-06 Variances/cluster: 0.00391989 7.11044e-08 0.0422886 5.72371e-08 4.42558e-08 2.67973e-31 9.77699e-08 5.97836e-08 6.06044e-08 4.53908e-08 4.78358e-08 5.81331e-08 7.57112e-08 6.38127e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #920 of 1000; initialization seed = 493583145 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 502129 Distortion: 0.0453153 Distortions/cluster: 0.0446389 4.90368e-05 2.90559e-05 2.58642e-05 2.5459e-05 3.99696e-05 1.27749e-35 0.000304149 1.69823e-05 1.08283e-34 3.58899e-05 3.39025e-05 2.49011e-05 7.38258e-05 1.73114e-05 Variance: 7.67405e-06 Variances/cluster: 0.0422886 8.51064e-08 6.39947e-08 7.45306e-08 4.11255e-08 6.86544e-08 0 1.78889e-05 5.28988e-08 0 6.04009e-08 3.8965e-08 4.97978e-08 1.47638e-07 3.30964e-08 -------------------------------------------------------------- Initialization seed trial #921 of 1000; initialization seed = 493583146 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 502824 Distortion: 0.0453311 Distortions/cluster: 1.12523e-05 1.9231e-05 4.85475e-05 1.96863e-05 4.18905e-05 1.19853e-05 9.45153e-05 0.0446389 4.67043e-05 0.000317415 1.27749e-35 1.08283e-34 4.4522e-05 1.16411e-05 2.47531e-05 Variance: 7.67673e-06 Variances/cluster: 5.43416e-08 7.33777e-08 5.13131e-08 4.44241e-08 6.31779e-08 5.70549e-08 1.00969e-07 0.0422886 2.74699e-06 5.34325e-07 0 0 4.47417e-08 5.05972e-08 6.18624e-08 -------------------------------------------------------------- Initialization seed trial #922 of 1000; initialization seed = 493583147 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 89 BIC score: 508169 Distortion: 0.0402257 Distortions/cluster: 1.83674e-05 0.0356196 4.67043e-05 2.37044e-35 5.18241e-05 0.00391362 0.000312931 1.37046e-05 2.48473e-05 4.65189e-05 8.6007e-06 4.27239e-05 1.91876e-05 9.27613e-05 1.43097e-05 Variance: 6.81213e-06 Variances/cluster: 4.37179e-08 0.035575 2.74699e-06 0 5.30928e-08 0.00391989 4.79179e-07 5.73232e-08 6.38538e-08 4.50724e-08 5.0576e-08 7.72522e-08 5.54375e-08 1.00928e-07 7.569e-08 -------------------------------------------------------------- Initialization seed trial #923 of 1000; initialization seed = 493583148 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 527145 Distortion: 0.0259839 Distortions/cluster: 4.42496e-05 2.06014e-05 2.14034e-05 0.000300791 0 0.0214219 2.92125e-05 0.00391362 2.26942e-05 1.67919e-05 0.000118617 1.60403e-05 2.94394e-05 2.37044e-35 2.85586e-05 Variance: 4.40033e-06 Variances/cluster: 3.42978e-07 3.5212e-08 4.46789e-08 1.87971e-05 0 3.22513e-05 6.18859e-08 0.00391989 4.78737e-08 3.44773e-08 1.10306e-07 3.50961e-08 7.6659e-08 0 4.18712e-08 -------------------------------------------------------------- Initialization seed trial #924 of 1000; initialization seed = 493583149 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 572936 Distortion: 0.00941238 Distortions/cluster: 9.46155e-05 0 4.72422e-05 1.0777e-05 4.45648e-05 2.96641e-05 1.27749e-35 0.000307974 0.00872182 1.93123e-05 4.18146e-05 2.23127e-05 4.91981e-05 1.08283e-34 2.30833e-05 Variance: 1.59397e-06 Variances/cluster: 1.0151e-07 0 8.00651e-08 5.49674e-08 4.47847e-08 6.07671e-08 0 1.71076e-05 0.156503 6.45688e-08 6.30633e-08 4.89156e-08 5.15647e-08 0 7.37255e-08 -------------------------------------------------------------- Initialization seed trial #925 of 1000; initialization seed = 493583150 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 70 BIC score: 556806 Distortion: 0.0133108 Distortions/cluster: 0 0.00872182 2.03908e-05 2.89719e-05 0.00391362 2.84588e-05 2.34269e-05 2.94707e-05 8.366e-05 1.6679e-05 6.73163e-05 1.61865e-05 4.17482e-05 1.82299e-05 0.000300791 Variance: 2.25415e-06 Variances/cluster: 0 0.156503 3.50316e-08 4.21067e-08 0.00391989 7.48856e-08 4.88016e-08 6.28322e-08 9.74749e-08 3.43866e-08 7.54422e-08 3.52615e-08 3.39376e-07 3.87009e-08 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #926 of 1000; initialization seed = 493583151 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 604658 Distortion: 0.00459544 Distortions/cluster: 0.000296857 2.5213e-05 2.86463e-05 3.10925e-05 8.366e-05 3.31983e-05 2.95988e-05 4.32487e-05 1.97462e-05 2.23668e-05 9.64317e-35 0.00391362 6.81933e-05 2.37044e-35 0 Variance: 7.78229e-07 Variances/cluster: 1.9788e-05 5.17675e-08 7.5181e-08 4.29417e-08 9.74749e-08 3.88704e-08 6.24396e-08 3.69605e-07 4.07099e-08 3.63646e-08 6.86694e-32 0.00391989 7.6254e-08 0 0 -------------------------------------------------------------- Initialization seed trial #927 of 1000; initialization seed = 493583152 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 78 BIC score: 502820 Distortion: 0.0453062 Distortions/cluster: 0.0446389 4.67043e-05 4.70304e-05 2.56707e-05 4.10744e-05 1.27749e-35 2.94354e-05 1.08283e-34 0.000300842 3.70017e-05 2.39826e-05 4.27885e-05 1.18944e-05 4.86085e-05 1.22387e-05 Variance: 7.67251e-06 Variances/cluster: 0.0422886 2.74699e-06 7.99773e-08 5.71548e-08 6.14832e-08 0 5.75847e-08 0 2.54922e-06 4.02157e-08 7.09323e-08 4.88399e-08 5.55635e-08 5.02629e-08 5.16234e-08 -------------------------------------------------------------- Initialization seed trial #928 of 1000; initialization seed = 493583153 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 31 BIC score: 498807 Distortion: 0.04899 Distortions/cluster: 7.61607e-05 2.52702e-05 0.00391362 4.81569e-35 2.10077e-05 1.18112e-05 4.67043e-05 1.8905e-05 1.91668e-05 2.86463e-05 6.80765e-05 8.60221e-06 8.37767e-05 2.93425e-05 0.0446389 Variance: 8.29636e-06 Variances/cluster: 1.1521e-07 5.22064e-08 0.00391989 2.67973e-31 4.00872e-08 3.02042e-08 2.74699e-06 4.00494e-08 3.88744e-08 7.5181e-08 7.62086e-08 3.3338e-08 9.74973e-08 6.2559e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #929 of 1000; initialization seed = 493583154 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 556695 Distortion: 0.0133189 Distortions/cluster: 1.12227e-05 1.71604e-05 2.54904e-05 0 2.1872e-05 2.26408e-05 4.05121e-05 4.67839e-05 0.00391362 0.00872182 3.73047e-05 4.07957e-05 4.67043e-05 7.87896e-05 0.000294197 Variance: 2.25553e-06 Variances/cluster: 6.13211e-08 6.17232e-08 5.42299e-08 0 4.08784e-08 3.64544e-08 4.37457e-08 8.44208e-08 0.00391989 0.156503 6.0737e-08 6.98334e-08 2.74699e-06 1.14177e-07 6.82535e-07 -------------------------------------------------------------- Initialization seed trial #930 of 1000; initialization seed = 493583155 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 54 BIC score: 572556 Distortion: 0.00941162 Distortions/cluster: 3.27527e-05 1.27749e-35 3.44908e-05 2.43786e-05 3.83627e-05 3.95651e-05 8.64093e-05 0.000307416 0 4.67043e-05 2.13371e-05 3.85809e-05 1.08283e-34 1.98062e-05 0.00872182 Variance: 1.59384e-06 Variances/cluster: 6.07463e-08 0 6.09179e-08 7.18907e-08 5.84741e-08 4.36663e-08 1.01769e-07 4.94992e-07 0 2.74699e-06 3.56767e-08 7.63917e-08 0 6.42853e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #931 of 1000; initialization seed = 493583156 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 502556 Distortion: 0.0453252 Distortions/cluster: 4.2689e-05 1.27749e-35 0.0446389 2.93726e-05 3.77383e-05 2.96641e-05 2.88994e-05 0.000298633 2.30833e-05 1.08283e-34 1.08941e-05 1.91944e-05 9.7125e-05 4.67043e-05 2.23127e-05 Variance: 7.67574e-06 Variances/cluster: 4.44638e-08 0 0.0422886 7.56966e-08 4.62995e-08 6.07671e-08 5.60016e-08 6.1952e-07 7.37255e-08 0 5.52826e-08 6.439e-08 9.98112e-08 2.74699e-06 4.89156e-08 -------------------------------------------------------------- Initialization seed trial #932 of 1000; initialization seed = 493583157 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 24 BIC score: 502408 Distortion: 0.0453143 Distortions/cluster: 1.27749e-35 4.17482e-05 2.92075e-05 2.98108e-05 0.0446389 1.08283e-34 0.000300791 8.366e-05 1.82795e-05 2.84467e-05 1.6191e-05 2.04045e-05 6.73163e-05 2.30234e-05 1.6473e-05 Variance: 7.67388e-06 Variances/cluster: 0 3.39376e-07 6.12266e-08 7.58485e-08 0.0422886 0 1.87971e-05 9.74749e-08 3.8318e-08 4.19531e-08 3.35883e-08 3.49952e-08 7.54422e-08 4.95083e-08 3.58858e-08 -------------------------------------------------------------- Initialization seed trial #933 of 1000; initialization seed = 493583158 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 498847 Distortion: 0.0489665 Distortions/cluster: 3.72578e-05 2.51164e-05 7.67865e-05 4.81569e-35 2.09536e-05 2.39059e-05 3.79447e-05 2.23608e-05 2.27265e-05 4.6908e-05 4.07184e-05 4.67043e-05 1.25384e-05 0.0446389 0.00391362 Variance: 8.29237e-06 Variances/cluster: 6.07595e-08 4.15107e-08 1.27329e-07 2.67973e-31 7.32588e-08 5.57196e-08 4.08411e-08 3.62957e-08 4.91875e-08 8.44922e-08 6.9701e-08 2.74699e-06 6.17604e-08 0.0422886 0.00391989 -------------------------------------------------------------- Initialization seed trial #934 of 1000; initialization seed = 493583159 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 61 BIC score: 557901 Distortion: 0.0130564 Distortions/cluster: 2.96461e-05 4.07184e-05 3.72578e-05 0 4.6908e-05 7.8852e-05 2.86463e-05 4.67043e-05 2.29193e-05 4.81569e-35 2.14045e-05 0.00872182 4.17764e-05 2.61719e-05 0.00391362 Variance: 2.21108e-06 Variances/cluster: 6.24078e-08 6.9701e-08 6.07595e-08 0 8.44922e-08 1.11995e-07 7.5181e-08 2.74699e-06 3.68435e-08 2.67973e-31 4.07665e-08 0.156503 4.46767e-08 5.31902e-08 0.00391989 -------------------------------------------------------------- Initialization seed trial #935 of 1000; initialization seed = 493583160 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 502454 Distortion: 0.0452911 Distortions/cluster: 2.46633e-05 3.25609e-05 3.36824e-05 2.08079e-05 1.94117e-05 1.27749e-35 1.08283e-34 3.65239e-05 3.25482e-05 3.91365e-05 4.05644e-05 3.82667e-05 3.32496e-05 0.0446389 0.000300791 Variance: 7.66996e-06 Variances/cluster: 7.20923e-08 3.84847e-08 5.91764e-08 3.52636e-08 6.38337e-08 0 0 4.42139e-08 6.08182e-08 7.6582e-08 3.37998e-07 6.19149e-08 5.31092e-08 0.0422886 1.87971e-05 -------------------------------------------------------------- Initialization seed trial #936 of 1000; initialization seed = 493583161 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 498176 Distortion: 0.0492031 Distortions/cluster: 2.39374e-05 2.95988e-05 0.0446389 2.24758e-05 2.15545e-05 2.86463e-05 3.33853e-05 1.93914e-05 0.000302829 3.33079e-05 3.30006e-05 3.38285e-05 2.50039e-05 0.00391362 4.35604e-05 Variance: 8.33244e-06 Variances/cluster: 4.9453e-08 6.24396e-08 0.0422886 3.64825e-08 4.75663e-08 7.5181e-08 3.89981e-08 3.99784e-08 2.6103e-06 8.00416e-08 4.55769e-08 7.48182e-08 5.82649e-08 0.00391989 2.7222e-06 -------------------------------------------------------------- Initialization seed trial #937 of 1000; initialization seed = 493583162 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 573144 Distortion: 0.0094203 Distortions/cluster: 6.6306e-05 1.27749e-35 8.33627e-05 0.000295522 1.71648e-05 4.85919e-05 0.00872182 4.67043e-05 3.78274e-05 3.69874e-05 3.00347e-05 1.12945e-05 1.08283e-34 0 2.46876e-05 Variance: 1.59531e-06 Variances/cluster: 7.43933e-08 0 9.73555e-08 6.50875e-07 6.17392e-08 4.90784e-08 0.156503 2.74699e-06 3.00181e-07 4.07764e-08 4.14796e-08 6.1378e-08 0 0 5.17514e-08 -------------------------------------------------------------- Initialization seed trial #938 of 1000; initialization seed = 493583163 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 556553 Distortion: 0.0133423 Distortions/cluster: 6.80765e-05 0.00029723 1.07232e-05 4.67043e-05 9.9938e-06 2.11216e-05 8.37767e-05 0 2.04698e-05 1.73936e-05 0.00391362 7.64353e-05 2.61889e-05 0.00872182 2.87715e-05 Variance: 2.2595e-06 Variances/cluster: 7.62086e-08 6.67879e-07 3.06343e-08 2.74699e-06 3.29791e-08 4.01514e-08 9.74973e-08 0 3.99765e-08 3.86491e-08 0.00391989 1.1493e-07 5.23731e-08 0.156503 7.51155e-08 -------------------------------------------------------------- Initialization seed trial #939 of 1000; initialization seed = 493583164 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 513029 Distortion: 0.036287 Distortions/cluster: 2.51399e-05 0.000300791 3.73008e-05 4.15046e-05 4.70304e-05 1.8854e-05 4.12327e-05 1.27749e-35 3.36824e-05 3.26327e-05 4.15486e-05 4.77407e-05 0.0356196 2.37044e-35 1.08283e-34 Variance: 6.14513e-06 Variances/cluster: 7.24266e-08 1.87971e-05 4.04528e-08 3.37398e-07 7.99773e-08 6.32482e-08 4.80514e-08 0 5.91764e-08 6.08624e-08 6.20074e-08 4.88603e-08 0.035575 0 0 -------------------------------------------------------------- Initialization seed trial #940 of 1000; initialization seed = 493583165 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 17 BIC score: 534681 Distortion: 0.0221063 Distortions/cluster: 1.08283e-34 2.48353e-05 0.0214304 2.37044e-35 4.17196e-05 1.22251e-05 0.000114171 0 1.81622e-05 7.81814e-05 4.72422e-05 2.01289e-05 0.000307974 1.27749e-35 1.12644e-05 Variance: 3.74365e-06 Variances/cluster: 0 4.6943e-08 3.06048e-05 0 6.24491e-08 3.49249e-08 1.08907e-07 0 4.00898e-08 1.11998e-07 8.00651e-08 3.90818e-08 1.71076e-05 0 3.3521e-08 -------------------------------------------------------------- Initialization seed trial #941 of 1000; initialization seed = 493583166 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 503265 Distortion: 0.0450609 Distortions/cluster: 2.35247e-05 3.11248e-05 4.67043e-05 4.81569e-35 8.366e-05 2.2302e-05 3.33853e-05 2.86463e-05 0.0446389 1.92403e-05 3.78274e-05 6.60089e-05 2.95988e-05 1.27749e-35 1.08283e-34 Variance: 7.63098e-06 Variances/cluster: 4.86004e-08 4.31652e-08 2.74699e-06 2.67973e-31 9.74749e-08 3.63182e-08 3.89981e-08 7.5181e-08 0.0422886 3.98312e-08 3.00181e-07 7.42266e-08 6.24396e-08 0 0 -------------------------------------------------------------- Initialization seed trial #942 of 1000; initialization seed = 493583167 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 572407 Distortion: 0.00942458 Distortions/cluster: 2.06894e-05 1.9155e-05 0.000307974 8.366e-05 2.2019e-05 2.50327e-05 1.27749e-35 6.81933e-05 2.98939e-05 7.3983e-05 2.28576e-05 0.00872182 0 1.08283e-34 2.92997e-05 Variance: 1.59603e-06 Variances/cluster: 3.52418e-08 3.94914e-08 1.71076e-05 9.74749e-08 4.13079e-08 5.30307e-08 0 7.6254e-08 7.58668e-08 1.19124e-07 4.0668e-08 0.156503 0 0 6.10362e-08 -------------------------------------------------------------- Initialization seed trial #943 of 1000; initialization seed = 493583168 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 16 BIC score: 558003 Distortion: 0.0130551 Distortions/cluster: 0 4.81569e-35 8.0967e-05 0.00872182 1.90128e-05 4.06315e-05 3.35214e-05 2.40958e-05 2.83276e-05 4.14483e-05 2.43041e-05 0.00391362 4.67043e-05 3.48071e-05 4.58043e-05 Variance: 2.21085e-06 Variances/cluster: 0 2.67973e-31 1.06386e-07 0.156503 6.35675e-08 6.11867e-08 6.22874e-08 7.0024e-08 5.01326e-08 4.46602e-08 3.79115e-08 0.00391989 2.74699e-06 6.09382e-08 7.96533e-08 -------------------------------------------------------------- Initialization seed trial #944 of 1000; initialization seed = 493583169 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 498104 Distortion: 0.0492126 Distortions/cluster: 2.58561e-05 3.79951e-05 2.42703e-05 2.06002e-05 2.31325e-05 2.97647e-05 1.44798e-05 2.11957e-05 0.00391362 7.69699e-05 0.000307974 2.26133e-05 2.51786e-05 3.00268e-05 0.0446389 Variance: 8.33406e-06 Variances/cluster: 5.3862e-08 4.08514e-08 6.23709e-08 4.84553e-08 5.91436e-08 6.11135e-08 5.81331e-08 7.11044e-08 0.00391989 1.23338e-07 1.71076e-05 3.65278e-08 4.22419e-08 7.58193e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #945 of 1000; initialization seed = 493583170 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 46 BIC score: 502321 Distortion: 0.0453426 Distortions/cluster: 0.0446389 1.08283e-34 1.27749e-35 1.9105e-05 7.41009e-05 2.02475e-05 2.25311e-05 4.67043e-05 2.18481e-05 2.09187e-05 0.000285432 8.366e-05 1.84996e-05 6.81933e-05 2.24785e-05 Variance: 7.67869e-06 Variances/cluster: 0.0422886 0 0 3.94697e-08 1.18931e-07 3.47856e-08 5.37687e-08 2.74699e-06 4.12192e-08 4.6379e-08 1.33369e-06 9.74749e-08 6.72657e-08 7.6254e-08 4.04251e-08 -------------------------------------------------------------- Initialization seed trial #946 of 1000; initialization seed = 493583171 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 20 BIC score: 572557 Distortion: 0.00941163 Distortions/cluster: 0 1.08283e-34 1.98062e-05 0.000307416 2.39213e-05 8.64343e-05 3.44908e-05 3.27527e-05 2.43786e-05 3.69657e-05 4.67043e-05 1.27749e-35 3.85809e-05 0.00872182 3.8355e-05 Variance: 1.59384e-06 Variances/cluster: 0 0 6.42853e-08 4.94992e-07 4.00646e-08 1.01798e-07 6.09179e-08 6.07463e-08 7.18907e-08 4.07525e-08 2.74699e-06 0 7.63917e-08 0.156503 5.84623e-08 -------------------------------------------------------------- Initialization seed trial #947 of 1000; initialization seed = 493583172 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 77 BIC score: 508104 Distortion: 0.0399596 Distortions/cluster: 2.37044e-35 2.29365e-05 0.00391362 4.1844e-05 0.0356196 4.07957e-05 3.73047e-05 4.67839e-05 1.9936e-05 4.70304e-05 4.81569e-35 4.67043e-05 2.29516e-05 7.79082e-05 2.21879e-05 Variance: 6.76707e-06 Variances/cluster: 0 4.33541e-08 0.00391989 6.26353e-08 0.035575 6.98334e-08 6.0737e-08 8.44208e-08 4.0682e-08 7.99773e-08 2.67973e-31 2.74699e-06 3.72548e-08 1.10498e-07 4.12377e-08 -------------------------------------------------------------- Initialization seed trial #948 of 1000; initialization seed = 493583173 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 53 BIC score: 502400 Distortion: 0.0453131 Distortions/cluster: 2.14667e-05 2.23127e-05 2.96641e-05 2.30833e-05 3.71344e-05 3.93613e-05 3.99423e-05 1.91944e-05 1.08941e-05 8.57833e-05 1.08283e-34 1.27749e-35 3.73892e-05 0.000307974 0.0446389 Variance: 7.67369e-06 Variances/cluster: 3.58333e-08 4.89156e-08 6.07671e-08 7.37255e-08 5.76566e-08 7.65724e-08 4.37925e-08 6.439e-08 5.52826e-08 1.02358e-07 0 0 5.97222e-08 1.71076e-05 0.0422886 -------------------------------------------------------------- Initialization seed trial #949 of 1000; initialization seed = 493583174 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 41 BIC score: 557901 Distortion: 0.0130564 Distortions/cluster: 2.61719e-05 2.14045e-05 4.67043e-05 4.07957e-05 2.86463e-05 4.81569e-35 2.96461e-05 0.00391362 7.8852e-05 0 0.00872182 3.73047e-05 4.67839e-05 2.29193e-05 4.17764e-05 Variance: 2.21108e-06 Variances/cluster: 5.31902e-08 4.07665e-08 2.74699e-06 6.98334e-08 7.5181e-08 2.67973e-31 6.24078e-08 0.00391989 1.11995e-07 0 0.156503 6.0737e-08 8.44208e-08 3.68435e-08 4.46767e-08 -------------------------------------------------------------- Initialization seed trial #950 of 1000; initialization seed = 493583175 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 527393 Distortion: 0.0259928 Distortions/cluster: 0.0214225 3.09768e-05 0.00391362 3.97346e-05 0 2.37044e-35 0.000284946 1.99015e-05 4.67043e-05 1.8551e-05 2.2154e-05 0.000117982 3.26488e-05 2.0917e-05 2.20687e-05 Variance: 4.40182e-06 Variances/cluster: 3.20591e-05 4.31394e-08 0.00391989 3.05611e-07 0 0 1.30699e-06 4.1718e-08 2.74699e-06 6.84483e-08 4.8473e-08 1.10126e-07 3.86343e-08 4.96796e-08 3.61148e-08 -------------------------------------------------------------- Initialization seed trial #951 of 1000; initialization seed = 493583176 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 50 BIC score: 502611 Distortion: 0.0452933 Distortions/cluster: 4.86717e-05 1.8854e-05 0.0446389 2.51399e-05 3.99122e-05 0.000300791 3.36824e-05 1.27749e-35 2.99492e-05 1.08283e-34 3.26327e-05 3.70588e-05 3.0528e-05 2.71289e-05 3.00268e-05 Variance: 7.67033e-06 Variances/cluster: 4.89612e-08 6.32482e-08 0.0422886 7.24266e-08 3.382e-07 1.87971e-05 5.91764e-08 0 4.14188e-08 0 6.08624e-08 4.08101e-08 6.08078e-08 5.46904e-08 7.58193e-08 -------------------------------------------------------------- Initialization seed trial #952 of 1000; initialization seed = 493583177 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 43 BIC score: 503255 Distortion: 0.0450609 Distortions/cluster: 3.78274e-05 2.30806e-05 4.67043e-05 1.08283e-34 8.33627e-05 2.22907e-05 2.99459e-05 0.0446389 1.27749e-35 6.6306e-05 3.28567e-05 1.91579e-05 2.98458e-05 3.06463e-05 4.81569e-35 Variance: 7.63098e-06 Variances/cluster: 3.00181e-07 4.91031e-08 2.74699e-06 0 9.73555e-08 3.62998e-08 7.58063e-08 0.0422886 0 7.43933e-08 3.86972e-08 3.94158e-08 6.11545e-08 4.30994e-08 2.67973e-31 -------------------------------------------------------------- Initialization seed trial #953 of 1000; initialization seed = 493583178 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 498267 Distortion: 0.0491991 Distortions/cluster: 3.59395e-05 1.50967e-05 1.98062e-05 2.43786e-05 2.67416e-05 0.000300791 3.51536e-05 3.27527e-05 4.09159e-05 0.0446389 3.81912e-05 2.81199e-05 3.33687e-05 0.00391362 1.53448e-05 Variance: 8.33178e-06 Variances/cluster: 5.89123e-08 5.20523e-08 6.42853e-08 7.18907e-08 5.11261e-08 1.87971e-05 4.32356e-08 6.07463e-08 3.38109e-07 0.0422886 7.63764e-08 3.6048e-08 5.91449e-08 0.00391989 3.07476e-08 -------------------------------------------------------------- Initialization seed trial #954 of 1000; initialization seed = 493583179 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 534976 Distortion: 0.0220863 Distortions/cluster: 3.22939e-05 0.000117982 2.43417e-05 0.0214216 0.000297514 1.27749e-35 3.97249e-05 3.34479e-05 0 2.27283e-05 2.37044e-35 1.08283e-34 4.67043e-05 2.9111e-05 2.08343e-05 Variance: 3.74027e-06 Variances/cluster: 4.47865e-08 1.10126e-07 4.81971e-08 3.2154e-05 6.62561e-07 0 3.05536e-07 3.90713e-08 0 3.67135e-08 0 0 2.74699e-06 7.60016e-08 4.2689e-08 -------------------------------------------------------------- Initialization seed trial #955 of 1000; initialization seed = 493583180 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 498359 Distortion: 0.0492196 Distortions/cluster: 1.80048e-05 1.54973e-05 1.05384e-05 0.000307974 2.39824e-05 4.18571e-05 1.8614e-05 0.00391362 7.89476e-05 0.0446389 1.13485e-05 4.0815e-05 2.75749e-05 2.47359e-05 4.71289e-05 Variance: 8.33523e-06 Variances/cluster: 6.66632e-08 3.97238e-08 4.87733e-08 1.71076e-05 6.29252e-08 4.4859e-08 6.48368e-08 0.00391989 1.06103e-07 0.0422886 5.48063e-08 6.13706e-08 4.96798e-08 3.82274e-08 8.00087e-08 -------------------------------------------------------------- Initialization seed trial #956 of 1000; initialization seed = 493583181 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 72 BIC score: 502419 Distortion: 0.0453142 Distortions/cluster: 4.04593e-05 6.73163e-05 2.86463e-05 2.93425e-05 2.49894e-05 1.27749e-35 8.366e-05 1.08283e-34 0.000300791 0.0446389 1.76059e-05 1.6707e-05 2.91437e-05 1.62628e-05 2.03908e-05 Variance: 7.67388e-06 Variances/cluster: 3.37121e-07 7.54422e-08 7.5181e-08 6.2559e-08 5.16263e-08 0 9.74749e-08 0 1.87971e-05 0.0422886 3.77772e-08 3.43735e-08 4.22335e-08 3.54277e-08 3.50316e-08 -------------------------------------------------------------- Initialization seed trial #957 of 1000; initialization seed = 493583182 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 37 BIC score: 556678 Distortion: 0.0133189 Distortions/cluster: 4.67839e-05 0.00391362 7.79616e-05 3.73047e-05 0.00872182 2.249e-05 4.67043e-05 2.49494e-05 3.78953e-05 0.000294521 0 1.14268e-05 2.49003e-05 1.77475e-05 4.07957e-05 Variance: 2.25553e-06 Variances/cluster: 8.44208e-08 0.00391989 1.24528e-07 6.0737e-08 0.156503 3.63873e-08 2.74699e-06 5.4233e-08 4.08319e-08 6.69311e-07 0 6.14291e-08 4.20573e-08 6.24863e-08 6.98334e-08 -------------------------------------------------------------- Initialization seed trial #958 of 1000; initialization seed = 493583183 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 48 BIC score: 572375 Distortion: 0.00943267 Distortions/cluster: 0 2.87715e-05 0.00872182 8.366e-05 1.27749e-35 6.81933e-05 2.07448e-05 2.68324e-05 2.01066e-05 7.28029e-05 2.09807e-05 1.08283e-34 2.44435e-05 0.000297613 4.67043e-05 Variance: 1.5974e-06 Variances/cluster: 0 7.51155e-08 0.156503 9.74749e-08 0 7.6254e-08 4.05929e-08 5.2815e-08 3.98906e-08 1.21733e-07 3.55564e-08 0 4.14258e-08 6.59842e-07 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #959 of 1000; initialization seed = 493583184 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 517748 Distortion: 0.0320775 Distortions/cluster: 0.000114171 2.29484e-05 1.27749e-35 0.000307974 1.88619e-05 0.0214304 0 1.93661e-05 7.69073e-05 2.01386e-05 2.22907e-05 1.25053e-05 2.19696e-05 2.34921e-05 0.00998646 Variance: 5.43225e-06 Variances/cluster: 1.08907e-07 4.42122e-08 0 1.71076e-05 3.92104e-08 3.06048e-05 0 7.41939e-08 1.13926e-07 3.47776e-08 5.00873e-08 6.12955e-08 4.11379e-08 5.33863e-08 0.185417 -------------------------------------------------------------- Initialization seed trial #960 of 1000; initialization seed = 493583185 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 574217 Distortion: 0.00915548 Distortions/cluster: 4.81569e-35 4.67043e-05 1.27749e-35 3.89973e-05 3.59039e-05 8.70365e-05 0.00872182 4.07957e-05 3.73047e-05 0 3.70509e-05 1.08283e-34 2.38849e-05 3.91943e-05 4.67839e-05 Variance: 1.55046e-06 Variances/cluster: 2.67973e-31 2.74699e-06 0 6.26912e-08 5.49778e-08 1.02871e-07 0.156503 6.98334e-08 6.0737e-08 0 4.09366e-08 0 4.00036e-08 7.65453e-08 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #961 of 1000; initialization seed = 493583186 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 502138 Distortion: 0.0453186 Distortions/cluster: 0.000298073 2.63467e-05 4.11244e-05 3.26914e-05 2.26691e-05 7.44561e-05 1.27749e-35 2.87715e-05 2.52042e-05 2.29829e-05 4.67043e-05 1.08283e-34 0.0446389 2.71909e-05 3.34615e-05 Variance: 7.67461e-06 Variances/cluster: 6.49343e-07 6.12513e-08 4.39324e-08 7.99046e-08 4.948e-08 1.18929e-07 0 7.51155e-08 4.22849e-08 3.68864e-08 2.74699e-06 0 0.0422886 5.33108e-08 7.33573e-08 -------------------------------------------------------------- Initialization seed trial #962 of 1000; initialization seed = 493583187 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 512500 Distortion: 0.0363099 Distortions/cluster: 0.000297453 7.89067e-05 2.86012e-05 4.21186e-05 4.67043e-05 2.29311e-05 1.27749e-35 2.7094e-05 3.73047e-05 2.16866e-05 4.07957e-05 2.37044e-35 0.0356196 4.67839e-05 1.08283e-34 Variance: 6.14901e-06 Variances/cluster: 6.63905e-07 1.11914e-07 7.50627e-08 4.48508e-08 2.74699e-06 3.68625e-08 0 5.30168e-08 6.0737e-08 4.09915e-08 6.98334e-08 0 0.035575 8.44208e-08 0 -------------------------------------------------------------- Initialization seed trial #963 of 1000; initialization seed = 493583188 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 87 BIC score: 604512 Distortion: 0.0045984 Distortions/cluster: 0.00391362 3.34105e-05 4.29076e-05 3.00803e-05 3.48071e-05 9.70233e-05 9.64317e-35 3.08605e-05 2.36116e-05 3.70447e-05 2.74568e-05 0.000307974 2.37044e-35 1.96059e-05 0 Variance: 7.78731e-07 Variances/cluster: 0.00391989 6.21969e-08 4.45522e-08 7.57631e-08 6.09382e-08 9.98093e-08 6.86694e-32 6.08638e-08 6.96288e-08 4.5899e-08 5.62588e-08 1.71076e-05 0 6.42612e-08 0 -------------------------------------------------------------- Initialization seed trial #964 of 1000; initialization seed = 493583189 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 512500 Distortion: 0.0363018 Distortions/cluster: 2.31538e-05 4.15428e-05 7.8852e-05 2.96461e-05 2.37044e-35 1.08283e-34 2.14045e-05 2.86463e-05 0.0356196 2.61719e-05 4.07957e-05 3.73047e-05 0.000307974 1.27749e-35 4.67839e-05 Variance: 6.14764e-06 Variances/cluster: 3.69827e-08 4.46178e-08 1.11995e-07 6.24078e-08 0 0 4.07665e-08 7.5181e-08 0.035575 5.31902e-08 6.98334e-08 6.0737e-08 1.71076e-05 0 8.44208e-08 -------------------------------------------------------------- Initialization seed trial #965 of 1000; initialization seed = 493583190 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 70 BIC score: 498955 Distortion: 0.0489679 Distortions/cluster: 0.0446389 2.295e-05 8.366e-05 4.67043e-05 2.04028e-05 2.86923e-05 4.81569e-35 1.81712e-05 1.61511e-05 3.78274e-05 2.84588e-05 0.00391362 1.68447e-05 2.95309e-05 6.60089e-05 Variance: 8.29262e-06 Variances/cluster: 0.0422886 4.7908e-08 9.74749e-08 2.74699e-06 3.49921e-08 4.19442e-08 2.67973e-31 3.86584e-08 3.52613e-08 3.00181e-07 7.48856e-08 0.00391989 3.45149e-08 6.28266e-08 7.42266e-08 -------------------------------------------------------------- Initialization seed trial #966 of 1000; initialization seed = 493583191 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 572727 Distortion: 0.00941489 Distortions/cluster: 1.96059e-05 4.22095e-05 3.34105e-05 9.48599e-05 4.67043e-05 2.87034e-05 3.48071e-05 1.08283e-34 0.000297696 2.36116e-05 1.27749e-35 2.78453e-05 4.36199e-05 0.00872182 0 Variance: 1.59439e-06 Variances/cluster: 6.42612e-08 4.87353e-08 6.21969e-08 1.00799e-07 2.74699e-06 7.51338e-08 6.09382e-08 0 6.57112e-07 6.96288e-08 0 5.4487e-08 4.44155e-08 0.156503 0 -------------------------------------------------------------- Initialization seed trial #967 of 1000; initialization seed = 493583192 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 557103 Distortion: 0.0133104 Distortions/cluster: 3.07489e-05 0.00391362 6.73163e-05 2.21524e-05 8.366e-05 2.58511e-05 2.36273e-05 4.01753e-05 1.90475e-05 3.27905e-05 1.72269e-05 0.000300791 0 0.00872182 1.15575e-05 Variance: 2.25409e-06 Variances/cluster: 4.33656e-08 0.00391989 7.54422e-08 3.61926e-08 9.74749e-08 5.61933e-08 5.32099e-08 3.40429e-07 3.90281e-08 3.86647e-08 6.3563e-08 1.87971e-05 0 0.156503 6.17997e-08 -------------------------------------------------------------- Initialization seed trial #968 of 1000; initialization seed = 493583193 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 503001 Distortion: 0.0450586 Distortions/cluster: 4.81569e-35 1.96059e-05 1.27749e-35 4.72422e-05 4.67043e-05 3.48071e-05 2.45379e-05 0.0446389 1.08283e-34 3.34105e-05 8.01148e-05 4.18238e-05 2.36116e-05 2.57343e-05 4.20518e-05 Variance: 7.63058e-06 Variances/cluster: 2.67973e-31 6.42612e-08 0 8.00651e-08 2.74699e-06 6.09382e-08 3.8098e-08 0.0422886 0 6.21969e-08 1.07527e-07 6.26989e-08 6.96288e-08 4.66157e-08 4.49232e-08 -------------------------------------------------------------- Initialization seed trial #969 of 1000; initialization seed = 493583194 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 83 BIC score: 513376 Distortion: 0.0363255 Distortions/cluster: 5.1514e-05 2.37044e-35 1.08283e-34 0.0356196 4.67519e-05 4.30202e-05 9.41233e-05 3.35214e-05 1.94952e-05 2.36116e-05 3.48071e-05 1.27749e-35 0.000312393 0 4.67043e-05 Variance: 6.15165e-06 Variances/cluster: 5.29378e-08 0 0 0.035575 4.51668e-08 6.53746e-08 1.0241e-07 6.22874e-08 6.41085e-08 6.96288e-08 6.09382e-08 0 5.66911e-07 0 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #970 of 1000; initialization seed = 493583195 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 22 BIC score: 507645 Distortion: 0.0402058 Distortions/cluster: 0.0356196 2.16406e-05 2.42703e-05 4.23055e-05 3.99977e-05 8.36424e-05 0.000307974 2.06002e-05 2.37044e-35 2.11957e-05 1.44798e-05 4.00234e-05 0.00391362 2.31325e-05 3.339e-05 Variance: 6.80878e-06 Variances/cluster: 0.035575 3.59438e-08 6.23709e-08 7.73348e-08 6.27854e-08 1.03253e-07 1.71076e-05 4.84553e-08 0 7.11044e-08 5.81331e-08 4.38815e-08 0.00391989 5.91436e-08 5.34189e-08 -------------------------------------------------------------- Initialization seed trial #971 of 1000; initialization seed = 493583196 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 19 BIC score: 556607 Distortion: 0.0133118 Distortions/cluster: 2.17412e-05 2.86012e-05 0.00872182 2.58452e-05 0.000297453 3.92239e-05 7.82228e-05 3.34105e-05 3.48071e-05 2.7154e-05 0 0.00391362 2.36116e-05 1.96059e-05 4.67043e-05 Variance: 2.25433e-06 Variances/cluster: 4.10172e-08 7.50627e-08 0.156503 4.12815e-08 6.63905e-07 4.1947e-08 1.11418e-07 6.21969e-08 6.09382e-08 5.30305e-08 0 0.00391989 6.96288e-08 6.42612e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #972 of 1000; initialization seed = 493583197 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 55 BIC score: 498230 Distortion: 0.04923 Distortions/cluster: 0.0446389 2.86012e-05 6.60089e-05 1.89988e-05 2.3561e-05 1.57915e-05 0.0002968 1.41533e-05 1.41815e-05 3.78274e-05 0.00391362 8.366e-05 1.44097e-05 1.67792e-05 4.67043e-05 Variance: 8.33701e-06 Variances/cluster: 0.0422886 7.50627e-08 7.42266e-08 3.39831e-08 4.76901e-08 3.69788e-08 6.80678e-07 3.42666e-08 3.73165e-08 3.00181e-07 0.00391989 9.74749e-08 3.56645e-08 3.23895e-08 2.74699e-06 -------------------------------------------------------------- Initialization seed trial #973 of 1000; initialization seed = 493583198 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 49 BIC score: 509087 Distortion: 0.0402328 Distortions/cluster: 4.28162e-05 0.000100996 0.00391362 9.93301e-06 1.1783e-05 4.96348e-05 0.0356196 0.000307974 1.32627e-05 2.37044e-35 1.05017e-05 1.58365e-05 9.40624e-06 0.00010376 2.37334e-05 Variance: 6.81335e-06 Variances/cluster: 6.37091e-08 5.64796e-08 0.00391989 4.8203e-08 7.22664e-08 8.03088e-08 0.035575 1.71076e-05 5.21984e-08 0 5.3291e-08 4.09079e-08 5.224e-08 9.83424e-08 6.50017e-08 -------------------------------------------------------------- Initialization seed trial #974 of 1000; initialization seed = 493583199 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 558178 Distortion: 0.0130769 Distortions/cluster: 0 2.35252e-05 2.10913e-05 2.24186e-05 4.67043e-05 0.00391362 2.28333e-05 1.25384e-05 0.00872182 6.80765e-05 8.37767e-05 4.81569e-35 4.01891e-05 7.77872e-05 2.25671e-05 Variance: 2.21456e-06 Variances/cluster: 0 5.52185e-08 7.32281e-08 3.62718e-08 2.74699e-06 0.00391989 4.09895e-08 6.17604e-08 0.156503 7.62086e-08 9.74973e-08 2.67973e-31 4.35852e-08 1.17849e-07 4.90548e-08 -------------------------------------------------------------- Initialization seed trial #975 of 1000; initialization seed = 493583200 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 28 BIC score: 557870 Distortion: 0.0130769 Distortions/cluster: 2.01302e-05 4.67043e-05 7.64595e-05 4.81569e-35 2.51024e-05 2.09676e-05 2.02745e-05 6.81933e-05 8.366e-05 2.11329e-05 0 0.00872182 2.90584e-05 0.00391362 2.98108e-05 Variance: 2.21455e-06 Variances/cluster: 3.97795e-08 2.74699e-06 1.14621e-07 2.67973e-31 5.2954e-08 3.54141e-08 4.04645e-08 7.6254e-08 9.74749e-08 4.01729e-08 0 0.156503 6.11706e-08 0.00391989 7.58485e-08 -------------------------------------------------------------- Initialization seed trial #976 of 1000; initialization seed = 493583201 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 47 BIC score: 499397 Distortion: 0.0489634 Distortions/cluster: 1.40649e-05 4.35604e-05 8.03927e-05 1.91189e-05 2.86857e-05 2.34612e-05 2.26772e-05 2.23296e-05 0.00391362 5.81888e-05 3.47182e-05 3.29464e-05 4.81569e-35 0.0446389 3.07336e-05 Variance: 8.29186e-06 Variances/cluster: 2.4245e-07 2.7222e-06 9.47727e-08 3.91743e-08 7.37363e-08 4.98074e-08 4.78379e-08 3.63633e-08 0.00391989 6.66322e-08 3.1558e-07 3.87571e-08 2.67973e-31 0.0422886 4.32221e-08 -------------------------------------------------------------- Initialization seed trial #977 of 1000; initialization seed = 493583202 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 36 BIC score: 498415 Distortion: 0.0492305 Distortions/cluster: 0.00391362 8.366e-05 2.0426e-05 1.64678e-05 4.67043e-05 1.12694e-05 2.88258e-05 1.60785e-05 0.000292972 3.78274e-05 1.79683e-05 1.69677e-05 2.27702e-05 6.60089e-05 0.0446389 Variance: 8.33709e-06 Variances/cluster: 0.00391989 9.74749e-08 3.5032e-08 6.16723e-08 2.74699e-06 6.12415e-08 4.20164e-08 3.53341e-08 7.25118e-07 3.00181e-07 3.83901e-08 3.45545e-08 4.8034e-08 7.42266e-08 0.0422886 -------------------------------------------------------------- Initialization seed trial #978 of 1000; initialization seed = 493583203 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 572743 Distortion: 0.0094322 Distortions/cluster: 0 2.23566e-05 0.00872182 2.41535e-05 2.58364e-05 6.81933e-05 8.366e-05 1.08283e-34 2.06242e-05 7.88843e-05 0.000277029 4.06398e-05 1.27749e-35 4.67043e-05 2.22969e-05 Variance: 1.59732e-06 Variances/cluster: 0 4.11684e-08 0.156503 5.41509e-08 5.69037e-08 7.6254e-08 9.74749e-08 0 6.40454e-08 1.15486e-07 1.92365e-06 4.3742e-08 0 2.74699e-06 3.63099e-08 -------------------------------------------------------------- Initialization seed trial #979 of 1000; initialization seed = 493583204 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 33 BIC score: 572473 Distortion: 0.00940409 Distortions/cluster: 2.14045e-05 4.17764e-05 4.07957e-05 0.000307974 3.73047e-05 1.27749e-35 2.29193e-05 1.08283e-34 4.67839e-05 2.96461e-05 2.61719e-05 0.00872182 2.86463e-05 7.8852e-05 0 Variance: 1.59256e-06 Variances/cluster: 4.07665e-08 4.46767e-08 6.98334e-08 1.71076e-05 6.0737e-08 0 3.68435e-08 0 8.44208e-08 6.24078e-08 5.31902e-08 0.156503 7.5181e-08 1.11995e-07 0 -------------------------------------------------------------- Initialization seed trial #980 of 1000; initialization seed = 493583205 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 34 BIC score: 503173 Distortion: 0.0450624 Distortions/cluster: 1.08283e-34 4.81569e-35 2.74568e-05 3.48071e-05 4.67043e-05 9.70233e-05 2.36116e-05 3.35214e-05 3.00803e-05 4.27172e-05 1.94952e-05 0.0446389 3.72345e-05 1.27749e-35 3.08605e-05 Variance: 7.63123e-06 Variances/cluster: 0 2.67973e-31 5.62588e-08 6.09382e-08 2.74699e-06 9.98093e-08 6.96288e-08 6.22874e-08 7.57631e-08 4.44932e-08 6.41085e-08 0.0422886 4.59633e-08 0 6.08638e-08 -------------------------------------------------------------- Initialization seed trial #981 of 1000; initialization seed = 493583206 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 38 BIC score: 572443 Distortion: 0.0094122 Distortions/cluster: 3.73047e-05 4.21186e-05 0 0.000297453 1.27749e-35 2.29311e-05 2.86012e-05 4.67043e-05 1.08283e-34 7.89067e-05 4.67839e-05 4.07957e-05 2.7094e-05 0.00872182 2.16866e-05 Variance: 1.59394e-06 Variances/cluster: 6.0737e-08 4.48508e-08 0 6.63905e-07 0 3.68625e-08 7.50627e-08 2.74699e-06 0 1.11914e-07 8.44208e-08 6.98334e-08 5.30168e-08 0.156503 4.09915e-08 -------------------------------------------------------------- Initialization seed trial #982 of 1000; initialization seed = 493583207 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 29 BIC score: 502367 Distortion: 0.0453429 Distortions/cluster: 8.37767e-05 2.05548e-05 0.000293784 2.07935e-05 4.67043e-05 1.58102e-05 2.53589e-05 1.08283e-34 6.80765e-05 1.27749e-35 2.04286e-05 7.67901e-05 2.07643e-05 0.0446389 1.11847e-05 Variance: 7.67874e-06 Variances/cluster: 9.74973e-08 3.96011e-08 7.06153e-07 4.00606e-08 2.74699e-06 6.15136e-08 5.26072e-08 0 7.62086e-08 0 4.02895e-08 1.15463e-07 3.54298e-08 0.0422886 6.11136e-08 -------------------------------------------------------------- Initialization seed trial #983 of 1000; initialization seed = 493583208 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 39 BIC score: 498512 Distortion: 0.0492058 Distortions/cluster: 4.35604e-05 3.38376e-05 0.000296893 4.67605e-05 1.94801e-05 2.24345e-05 2.86012e-05 3.36161e-05 3.49568e-05 0.00391362 0.0446389 3.05753e-05 1.12682e-05 2.29438e-05 2.83164e-05 Variance: 8.3329e-06 Variances/cluster: 2.7222e-06 3.94343e-08 6.67121e-07 8.43786e-08 3.98327e-08 3.64155e-08 7.50627e-08 3.11227e-07 6.1416e-08 0.00391989 0.0422886 4.24031e-08 2.12547e-07 4.57006e-08 4.79782e-08 -------------------------------------------------------------- Initialization seed trial #984 of 1000; initialization seed = 493583209 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 82 BIC score: 502246 Distortion: 0.0453221 Distortions/cluster: 0.000287296 2.28165e-05 7.54776e-05 3.61391e-05 1.827e-05 2.48429e-05 4.0274e-05 1.27749e-35 3.67496e-05 4.90368e-05 2.36058e-05 0.0446389 4.67043e-05 2.19534e-05 1.08283e-34 Variance: 7.67521e-06 Variances/cluster: 1.13998e-06 4.67512e-08 1.28134e-07 6.1129e-08 6.74115e-08 4.11267e-08 6.8705e-08 0 4.02039e-08 8.51064e-08 5.84247e-08 0.0422886 2.74699e-06 3.59262e-08 0 -------------------------------------------------------------- Initialization seed trial #985 of 1000; initialization seed = 493583210 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 687439 Distortion: 0.000715249 Distortions/cluster: 1.27749e-35 2.23321e-05 2.24724e-05 0.000307974 1.95916e-05 4.71289e-05 1.08283e-34 4.18141e-05 7.78919e-05 2.41905e-05 6.80765e-05 9.64317e-35 0 8.37767e-05 2.37044e-35 Variance: 1.21126e-07 Variances/cluster: 0 3.68474e-08 4.24769e-08 1.71076e-05 4.29603e-08 8.00087e-08 0 6.25905e-08 1.12226e-07 4.07898e-08 7.62086e-08 6.86694e-32 0 9.74973e-08 0 -------------------------------------------------------------- Initialization seed trial #986 of 1000; initialization seed = 493583211 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 572845 Distortion: 0.00940376 Distortions/cluster: 0 1.27749e-35 2.97647e-05 6.73163e-05 3.07843e-05 1.91109e-05 3.28473e-05 1.08283e-34 2.22203e-05 0.000300791 0.00872182 3.00268e-05 4.01753e-05 8.366e-05 2.52401e-05 Variance: 1.59251e-06 Variances/cluster: 0 0 6.11135e-08 7.54422e-08 4.33543e-08 3.90779e-08 3.87316e-08 0 3.62443e-08 1.87971e-05 0.156503 7.58193e-08 3.40429e-07 9.74749e-08 5.29095e-08 -------------------------------------------------------------- Initialization seed trial #987 of 1000; initialization seed = 493583212 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 94 BIC score: 574540 Distortion: 0.00915786 Distortions/cluster: 4.31034e-05 1.27749e-35 4.81569e-35 9.41233e-05 5.11104e-05 1.08283e-34 3.37267e-05 2.36116e-05 4.67043e-05 0 3.44908e-05 4.31422e-05 4.64237e-05 1.96059e-05 0.00872182 Variance: 1.55087e-06 Variances/cluster: 7.72401e-08 0 2.67973e-31 1.0241e-07 5.27943e-08 0 6.22065e-08 6.96288e-08 2.74699e-06 0 6.09179e-08 6.53614e-08 4.50675e-08 6.42612e-08 0.156503 -------------------------------------------------------------- Initialization seed trial #988 of 1000; initialization seed = 493583213 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 72 BIC score: 572876 Distortion: 0.00942001 Distortions/cluster: 2.06002e-05 1.44798e-05 2.31325e-05 9.32091e-05 2.42703e-05 1.08283e-34 5.18241e-05 2.11957e-05 4.67043e-05 1.27749e-35 4.66957e-05 0 0.00872182 0.000313359 4.27239e-05 Variance: 1.59526e-06 Variances/cluster: 4.84553e-08 5.81331e-08 5.91436e-08 1.01637e-07 6.23709e-08 0 5.30928e-08 7.11044e-08 2.74699e-06 0 4.51126e-08 0 0.156503 4.79102e-07 7.72522e-08 -------------------------------------------------------------- Initialization seed trial #989 of 1000; initialization seed = 493583214 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 27 BIC score: 556802 Distortion: 0.0133108 Distortions/cluster: 2.83847e-05 0.00391362 2.90326e-05 0.000300791 2.34603e-05 2.92125e-05 0.00872182 1.63126e-05 1.65355e-05 1.83653e-05 4.17482e-05 6.73163e-05 2.05094e-05 8.366e-05 0 Variance: 2.25415e-06 Variances/cluster: 4.19235e-08 0.00391989 7.5797e-08 1.87971e-05 4.9282e-08 6.18859e-08 0.156503 3.36313e-08 3.60218e-08 3.84175e-08 3.39376e-07 7.54422e-08 3.51147e-08 9.74749e-08 0 -------------------------------------------------------------- Initialization seed trial #990 of 1000; initialization seed = 493583215 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 42 BIC score: 508063 Distortion: 0.0401926 Distortions/cluster: 1.54818e-05 0.000300791 2.10578e-05 0.00391362 0.0356196 4.70304e-05 2.42819e-05 2.37044e-35 2.19582e-05 4.12327e-05 4.77407e-05 4.15486e-05 1.95036e-05 3.73008e-05 4.15046e-05 Variance: 6.80654e-06 Variances/cluster: 5.95261e-08 1.87971e-05 7.04054e-08 0.00391989 0.035575 7.99773e-08 6.05342e-08 0 5.80713e-08 4.80514e-08 4.88603e-08 6.20074e-08 4.74386e-08 4.04528e-08 3.37398e-07 -------------------------------------------------------------- Initialization seed trial #991 of 1000; initialization seed = 493583216 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 25 BIC score: 498403 Distortion: 0.0492195 Distortions/cluster: 2.44251e-05 0.00391362 8.35813e-05 1.85661e-05 4.23055e-05 1.34459e-05 3.95702e-05 1.8481e-05 0.0446389 2.19271e-05 0.000307974 9.35036e-06 3.97996e-05 1.41203e-05 3.339e-05 Variance: 8.33522e-06 Variances/cluster: 6.22884e-08 0.00391989 1.03305e-07 5.52384e-08 7.73348e-08 5.69557e-08 6.22121e-08 4.39883e-08 0.0422886 3.60601e-08 1.71076e-05 5.22199e-08 4.38766e-08 7.46881e-08 5.34189e-08 -------------------------------------------------------------- Initialization seed trial #992 of 1000; initialization seed = 493583217 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 72 BIC score: 498056 Distortion: 0.0492004 Distortions/cluster: 3.99696e-05 2.85228e-05 1.63234e-05 3.93166e-05 2.43221e-05 1.84926e-05 1.62792e-05 0.000300791 0.00391362 2.96888e-05 3.53035e-05 0.0446389 4.90368e-05 2.0665e-05 2.9099e-05 Variance: 8.33198e-06 Variances/cluster: 6.86544e-08 4.20653e-08 3.57939e-08 3.38897e-07 5.17444e-08 3.86029e-08 3.36317e-08 1.87971e-05 0.00391989 7.57307e-08 5.95142e-08 0.0422886 8.51064e-08 3.52604e-08 6.13853e-08 -------------------------------------------------------------- Initialization seed trial #993 of 1000; initialization seed = 493583218 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 57 BIC score: 557751 Distortion: 0.0130619 Distortions/cluster: 4.81569e-35 4.67043e-05 3.99696e-05 4.18141e-05 2.41905e-05 3.58899e-05 4.71289e-05 0.00391362 1.95916e-05 7.73357e-05 2.25355e-05 0.00872182 2.22228e-05 0 4.90368e-05 Variance: 2.212e-06 Variances/cluster: 2.67973e-31 2.74699e-06 6.86544e-08 6.25905e-08 4.07898e-08 6.04009e-08 8.00087e-08 0.00391989 4.29603e-08 1.11425e-07 4.25962e-08 0.156503 3.67277e-08 0 8.51064e-08 -------------------------------------------------------------- Initialization seed trial #994 of 1000; initialization seed = 493583219 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 68 BIC score: 502902 Distortion: 0.0450599 Distortions/cluster: 2.96461e-05 2.86463e-05 4.07184e-05 4.81569e-35 7.8852e-05 2.29193e-05 1.27749e-35 3.72578e-05 2.14045e-05 4.6908e-05 4.67043e-05 2.61719e-05 4.17764e-05 0.0446389 1.08283e-34 Variance: 7.63081e-06 Variances/cluster: 6.24078e-08 7.5181e-08 6.9701e-08 2.67973e-31 1.11995e-07 3.68435e-08 0 6.07595e-08 4.07665e-08 8.44922e-08 2.74699e-06 5.31902e-08 4.46767e-08 0.0422886 0 -------------------------------------------------------------- Initialization seed trial #995 of 1000; initialization seed = 493583220 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 30 BIC score: 502282 Distortion: 0.0453217 Distortions/cluster: 1.08283e-34 4.0274e-05 3.61391e-05 2.40899e-05 0.0446389 4.90368e-05 7.50505e-05 1.27749e-35 2.21888e-05 3.89235e-05 2.38023e-05 2.65916e-05 2.16296e-05 4.67043e-05 0.000278369 Variance: 7.67514e-06 Variances/cluster: 0 6.8705e-08 6.1129e-08 6.02193e-08 0.0422886 8.51064e-08 1.17256e-07 0 3.9976e-08 4.28164e-08 4.89717e-08 7.01572e-08 3.58064e-08 2.74699e-06 1.73966e-06 -------------------------------------------------------------- Initialization seed trial #996 of 1000; initialization seed = 493583221 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 35 BIC score: 512840 Distortion: 0.0363306 Distortions/cluster: 7.85708e-05 1.27749e-35 2.24379e-05 0.00029418 6.80765e-05 4.67043e-05 1.1715e-05 2.49574e-05 2.37044e-35 1.71246e-05 1.08283e-34 3.81683e-05 2.53397e-05 8.37767e-05 0.0356196 Variance: 6.15251e-06 Variances/cluster: 1.25301e-07 0 3.6421e-08 6.71587e-07 7.62086e-08 2.74699e-06 6.16529e-08 4.20827e-08 0 6.31855e-08 0 4.09056e-08 5.42557e-08 9.74973e-08 0.035575 -------------------------------------------------------------- Initialization seed trial #997 of 1000; initialization seed = 493583222 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 499051 Distortion: 0.0489679 Distortions/cluster: 0.0446389 2.10477e-05 3.08605e-05 2.40201e-05 2.45642e-05 3.00803e-05 1.90592e-05 4.67043e-05 9.60723e-05 3.68522e-05 4.81569e-35 2.75883e-05 1.56468e-05 0.00391362 4.28465e-05 Variance: 8.29261e-06 Variances/cluster: 0.0422886 7.06079e-08 6.08638e-08 6.03328e-08 6.41151e-08 7.57631e-08 4.62452e-08 2.74699e-06 9.8831e-08 4.57172e-08 2.67973e-31 5.62975e-08 5.97016e-08 0.00391989 4.46278e-08 -------------------------------------------------------------- Initialization seed trial #998 of 1000; initialization seed = 493583223 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 32 BIC score: 572991 Distortion: 0.00941511 Distortions/cluster: 2.4127e-05 4.67839e-05 4.07957e-05 0.000307974 0 3.78634e-05 7.30709e-05 1.20795e-05 7.95289e-05 1.27749e-35 2.38448e-05 0.00872182 1.08283e-34 2.32312e-05 2.39918e-05 Variance: 1.59443e-06 Variances/cluster: 4.15943e-08 8.44208e-08 6.98334e-08 1.71076e-05 0 6.15463e-08 5.05631e-08 6.16251e-08 1.15584e-07 0 5.82947e-08 0.156503 0 4.79943e-08 7.24771e-08 -------------------------------------------------------------- Initialization seed trial #999 of 1000; initialization seed = 493583224 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 687408 Distortion: 0.00071796 Distortions/cluster: 0 2.7154e-05 6.81933e-05 0.000297283 4.67043e-05 8.366e-05 1.27749e-35 7.95166e-05 9.64317e-35 2.87715e-05 2.31056e-05 2.16866e-05 4.18847e-05 1.08283e-34 2.37044e-35 Variance: 1.21585e-07 Variances/cluster: 0 5.30305e-08 7.6254e-08 6.665e-07 2.74699e-06 9.74749e-08 0 1.12619e-07 6.86694e-32 7.51155e-08 3.69647e-08 4.09915e-08 4.47925e-08 0 0 -------------------------------------------------------------- Initialization seed trial #1000 of 1000; initialization seed = 493583225 -------------------------------------------------------------- Initialized k-means centers using random sampling: 15 centers Number of k-means iterations performed: 26 BIC score: 508009 Distortion: 0.0402081 Distortions/cluster: 3.07045e-05 3.28006e-05 0.0356196 3.98048e-05 6.75729e-05 0.00391362 0.000300791 1.15736e-05 2.21076e-05 2.27639e-05 1.93969e-05 1.86525e-05 2.49958e-05 2.37044e-35 8.37767e-05 Variance: 6.80916e-06 Variances/cluster: 4.33642e-08 3.86766e-08 0.035575 3.40172e-07 7.57297e-08 0.00391989 1.87971e-05 6.15563e-08 3.61784e-08 5.34315e-08 6.59708e-08 3.86144e-08 5.42162e-08 0 9.74973e-08 The best initialization seed trial was #392 ------------------------------------------------------------------ ------------------------------------------------------------------ Post-processing runs ------------------------------------------------------------------ ------------------------------------------------------------------ For the BIC threshold, the best clustering was run 8 (k = 15) Post-processing run 8 (k = 15) Saving labels and distance from center of each input vector to file '/home/mxu61/new_simpoints/postgres/simpoints/opt.l' Saving simpoints of all non-empty clusters to file '/home/mxu61/new_simpoints/postgres/simpoints/opt.p' Saving simpoints of largest clusters making up proportion 0.99 of all weights to file '/home/mxu61/new_simpoints/postgres/simpoints/opt.p.lpt0.99' Saving weights of all non-empty clusters to file '/home/mxu61/new_simpoints/postgres/simpoints/opt.w' Saving weights of largest clusters making up proportion 0.99 of all weights to file '/home/mxu61/new_simpoints/postgres/simpoints/opt.w.lpt0.99'